Figures
Abstract
The AAA-type ATPase VPS4 is recruited by proteins of the endosomal sorting complex required for transport III (ESCRT-III) to catalyse membrane constriction and membrane fission. VPS4A accumulates at the cytoplasmic viral assembly complex (cVAC) of cells infected with human cytomegalovirus (HCMV), the site where nascent virus particles obtain their membrane envelope. Here we show that VPS4A is recruited to the cVAC via interaction with pUL71. Sequence analysis, deep-learning structure prediction, molecular dynamics and mutagenic analysis identify a short peptide motif in the C-terminal region of pUL71 that is necessary and sufficient for the interaction with VPS4A. This motif is predicted to bind the same groove of the N-terminal VPS4A Microtubule-Interacting and Trafficking (MIT) domain as the Type 2 MIT-Interacting Motif (MIM2) of cellular ESCRT-III components, and this viral MIM2-like motif (vMIM2) is conserved across β-herpesvirus pUL71 homologues. However, recruitment of VPS4A by pUL71 is dispensable for HCMV morphogenesis or replication and the function of the conserved vMIM2 during infection remains enigmatic. VPS4-recruitment via a vMIM2 represents a previously unknown mechanism of molecular mimicry in viruses, extending previous observations that herpesviruses encode proteins with structural and functional homology to cellular ESCRT-III components.
Author summary
Enveloped viruses appropriate cellular membranes from infected cells to generate their membrane coats. Many enveloped viruses accomplish the membrane wrapping of new virus particles by recruiting the cellular membrane-remodelling ESCRT machinery to sites of virus assembly. Herpesviruses have a complex assembly pathway and molecular roles of the ESCRT machinery in the production of new herpesvirus particles remains unclear, but previous studies have shown that the ESCRT-associated ATPase VPS4A is recruited to the cytoplasmic assembly site of human cytomegalovirus (HCMV). Here we show that the HCMV protein pUL71 is necessary for this VPS4A recruitment. Using a combination of biochemical, computational and cell-based techniques we demonstrate that a C-terminal segment of pUL71 binds VPS4A via molecular mimicry of cellular ‘MIM2’ VPS4-binding motifs. Direct binding to VPS4A via a viral MIM2 (vMIM2) represents a previously unknown mechanism of molecular mimicry in viruses, extending previous observations that herpesviruses encode proteins with structural and functional homology to cellular ESCRT-III components. However, mutational analysis reveals that VPS4A recruitment by pUL71 is not required for HCMV particle assembly, indicating that this novel and conserved HCMV vMIM2 has an unknown function of during infection.
Citation: Butt BG, Fischer D, Rep AR, Schauflinger M, Read C, Böck T, et al. (2024) Human cytomegalovirus deploys molecular mimicry to recruit VPS4A to sites of virus assembly. PLoS Pathog 20(6): e1012300. https://doi.org/10.1371/journal.ppat.1012300
Editor: Eain A. Murphy, State University of New York Upstate Medical University, UNITED STATES
Received: April 28, 2024; Accepted: May 28, 2024; Published: June 20, 2024
Copyright: © 2024 Butt et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: Structural models and molecular dynamics configuration files and trajectories have been deposited in the University of Cambridge Apollo repository at the following link https://doi.org/10.17863/CAM.109139.
Funding: BGB was a Wellcome Trust PhD student. This work was supported by a Sir Henry Dale Fellowship, jointly funded by the Wellcome Trust and the Royal Society (098406/Z/12/B) to SCG. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Enveloped viruses have developed several mechanisms to modulate host cell membranes to support the generation of viral progeny. Many of these viruses, including herpesviruses, exploit the cellular Endosomal Sorting Complex Required for Transport (ESCRT) membrane remodelling machinery by recruiting ESCRT components to sites of viral budding (reviewed in [1]). The ESCRT machinery consists of four multi-protein complexes (ESCRT-0, -I, -II and -III) plus Bro-domain containing proteins like ALIX and the AAA-ATPases vacuolar protein sorting (VPS)4A and VPS4B; together these components support membrane deformation and scission events including nuclear envelope repair and formation of intraluminal vesicles (ILVs) at multivesicular bodies (MVBs) [2,3]. Bro-domain containing proteins and the ESCRT-0, I and II complexes recognise cargo molecules destined for envelopment and initiate the sequential assembly of the ESCRT machinery at different cellular sites, culminating in the recruitment of ESCRT-III components that act as effectors of membrane remodelling and scission. The interaction of ESCRT-III subunits with VPS4 drives membrane constriction and fission, with disassembly of ESCRT-III filaments to their monomeric subunits facilitating the recycling of ESCRT proteins for further rounds of assembly [4]. VPS4 is recruited to sites of ESCRT-III activity via an interaction between the N-terminal Microtubule-Interacting and Trafficking (MIT) domain of VPS4 and MIT-Interacting Motifs (MIM)s located in the C-terminal tails of ESCRT-III proteins [5]. There are seven distinct ways in which the different MIM motifs can bind their targets, which span a diverse set of cellular proteins including ATPases, kinases and proteases [5].
Many enveloped viruses appropriate the cellular ESCRT machinery to promote budding of nascent virus particles at the plasma membrane or into the lumen of intracellular organelles [6], so-called ‘inside-out’ budding that represents membrane wrapping of cytoplasmic material. Most viruses accomplish this via molecular mimicry of the short peptide motifs (P[S/T]AP, PPxY and YPxL, where x is any amino acid) used by cellular ESCRT components to promote condensation of the ESCRT machinery onto a target membrane. These short motifs are termed ‘late domains’ in the context of viral assembly given their function at late stages of virion morphogenesis [6,7]. A prime example is the structural protein Gag from human immunodeficiency virus (HIV-1), which stimulates virion budding at the plasma membrane. TSG101 and ALIX are recruited to the plasma membrane by an interaction mediated by the PTAP motif in the p6 region of Gag [8,9]. Subsequently, ESCRT-III proteins charged multivesicular body protein (CHMP)2 and CHMP4 are recruited together with VPS4 to facilitate scission of the budding particle from the plasma membrane [10]. Large DNA viruses such as herpesviruses also appear to rely on ESCRT functions for efficient generation of infectious virus particles. Herpesvirus particle assembly is a complex process: DNA-filled capsids formed in the nucleus associate with the inner nuclear membrane and bud into the perinuclear space (so-called ‘primary envelopment’) before fusing with the outer nuclear membrane (de-envelopment), whereupon the cytoplasmic nucleocapsid associates with structural (tegument) proteins and buds into glycoprotein-studded membranes of intracellular vesicles/organelles (so-called ‘secondary envelopment’) that eventually fuse with the cell surface to release a mature enveloped virion [11–14]. There is increasing evidence for the involvement of ESCRT in the nuclear egress of herpes simplex virus 1 (HSV-1, a.k.a. HHV1) and Epstein Barr virus (EBV, a.k.a. HHV4). In both cases, proteins of the viral nuclear egress complex (NEC) recruit the ESCRT protein CHMP4 and ESCRT-associated protein ALIX to the inner nuclear membrane, where the NEC mediates primary envelopment of nucleocapsids [15,16]. Furthermore, knockdown of ALIX and CHMP4 in the case of HSV-1 causes accumulation of capsids in the nucleus, supporting a role for ESCRT in herpesvirus nuclear egress [15]. In addition to nuclear egress, HSV-1 was shown to require VPS4 ATPase activity for the formation of infectious virus particles in the cytoplasm [17,18]. The expression of dominant-negative VPS4 leads to stalled late stages of the envelopment process, especially membrane fusion, while the initiation of secondary envelopment is not affected.
Secondary envelopment of herpesviruses at intracellular glycoprotein-studded membranes is topologically similar to the formation of ILVs in MVBs, with membrane wrapping of the tegument-decorated capsid to form a bud neck that is then resolved to yield a mature virus particle in the lumen of an intracellular compartment [14]. Interestingly, several herpesvirus tegument and glycoproteins contain late domains through which interaction with ESCRT is possible, e.g. the conserved large tegument protein HSV-1 pUL36 [17]. Late domains are also found in various proteins of the human β-herpesvirus 5, better known as human cytomegalovirus (HCMV) [19]. While many of these proteins are implicated in secondary envelopment, the precise role of ESCRT in HCMV infection remains controversial. Early work with siRNA knockdown showed that ESCRT is not involved in virus morphogenesis [19]. In contrast, expression of dominant-negative VPS4 and dominant-negative ESCRT-III protein CHMP1B resulted in severely restricted virus growth [20]. These latter results are contradicted by a more recent study using inducible expression of dominant-negative VPS4 and dominant-negative ESCRT-III proteins, which showed that production of infectious virions and HCMV envelopment do not require the ESCRT machinery [21].
Although there is increasing evidence that VPS4 and ESCRT have no dominant proviral role during HCMV infection, VPS4 and other ESCRT components such as CHMP1 and HRS localize in the vicinity of the cytoplasmic viral assembly compartment (cVAC) where HCMV viral assembly and maturation in the cytoplasm takes place [20–23]. The cVAC is formed during HCMV infection at the indentation of a kidney-shaped nucleus. It consists of intertwined membranes of different origins arranged in a concentric pattern around the microtubule organizing centre [22,24–28]. The peripheral region of the cVAC consists of Golgi-derived membranes, whereas the central part is composed of membranes positive for markers of early and late endosomes [25]. The importance of the cVAC for virus assembly and maturation is emphasised by the high abundance of the components (nucleocapsids, proteins and membranes) required for virion assembly, the observation of secondary envelopment only in the region of the cVAC [29], and the fact that disruption of cVAC biogenesis leads to defects in virus growth [30]. Several viral proteins have already been found to be involved in cytoplasmic virus assembly, of which pUL71 and its interaction partner pUL103 [31] play a special role as they are particularly involved in the late stages of secondary envelopment [14,32–35]. pUL71 and pUL103 are present at the cVAC [14,32,35,36] and deficiencies in these proteins result in an accumulation of nucleocapsids at various advanced stages of envelopment [29,32,34,35], which is consistent with impaired envelopment and a block in membrane scission at the end of the envelopment process. However, the precise molecular mechanism by which pUL71 remodels membranes or mediates membrane scission remains to be elucidated. The ability of pUL71 to assemble into oligomers or protein complexes [37], the membrane association of pUL71, and its endocytic trafficking appear to be important factors for its function in secondary envelopment, with the latter being important for pUL71 localisation at the cVAC [36]. Interestingly, pUL71 and pUL103 are conserved among herpesviruses and the homologues share similar functions [38–40]. For example, the HSV-1 tegument proteins pUL51 (pUL71 homologue) and pUL7 (pUL103 homologue) form a complex and promote virus assembly by stimulating cytoplasmic envelopment of capsids [41–43]. These similarities imply that herpesviruses have evolved conserved mechanisms for important steps in virion morphogenesis, including the secondary envelopment process. This is further supported by the very similar crystal structures of the homologous complexes pUL7:pUL51 from HSV-1 [31] and BBRF2:BSRF1 from EBV [44]. In addition, the N-terminal domain of HSV-1 pUL51 shows striking structural homology to the α-helical N-terminal structure of the cellular ESCRT-III protein CHMP4B, and pUL51 polymerises in a CHMP4B-like manner [31]. The N-terminal region of HCMV pUL71 is predicted to adopt an α-helical fold similar to HSV-1 pUL51 [45]. The structural similarity between the N termini of pUL51 and ESCRT-III proteins implies that pUL51 and homologues may act as viral ESCRT-III components, consistent with their role in secondary envelopment.
The C-terminal regions of pUL51 and homologues are known or predicted to be intrinsically unstructured [31] and are functionally uncharacterised, whereas the C-terminal regions of ESCRT-III proteins are known to contain MIM motifs that bind the MIT domain of VPS4 to recruit ATPase activity to sites of membrane remodelling. It had previously been hypothesised that HCMV tegument protein pUL71 may be involved in recruiting VPS4 to the cVAC [21]. Here we identify a short linear motif in the C-terminal region of pUL71 with striking resemblance to the cellular Type 2 MIM (MIM2) consensus sequence present in ESCRT-III proteins including CHMP4B and CHMP6 [46]. We show that residues 300–325 of pUL71 bind directly to the MIT domain of VPS4A, we combine structurally-informed mutagenesis with interaction and localisation studies to confirm that the pUL71 MIM2-like motif is necessary and sufficient for recruitment of VPS4A to the HCMV cVAC, and we demonstrate that this interaction is conserved in β-herpesviruses but not α- or γ-herpesviruses. Our study identifies a novel and previously unknown mechanism of viral interaction with the ESCRT machinery, extending the identification of HSV-1 pUL51 as a viral ESCRT-III like protein [31] by showing that the equivalent protein in HCMV has even closer functional homology to cellular ESCRT-III components.
Results
HCMV pUL71 interacts with the MIT domain of VPS4A
The N-terminal domain of pUL71, spanning residues 23 to 172, is highly conserved between β-herpesviruses (Fig 1A). This region is predicted to be comprised primarily of α-helices [31] and largely corresponds to the CHMP-like structured regions of HSV-1 pUL51 [31] and EBV BSRF1 [44]. The C-terminal region of pUL71 is predicted to be unstructured and is poorly conserved amongst β-herpesviruses. However, close inspection of the pUL71 amino acid sequence revealed a motif spanning residues 312–323 with close resemblance to the MIM2 sequence of cellular VPS4-interacting proteins like CHMP6 (Fig 1A). Co-transfection experiments demonstrated that pUL71 recruits FLAG-tagged VPS4A to a juxtanuclear membranous compartment where pUL71 resides, previously identified to be trans-Golgi (Fig 1B) [31,36], whereas VPS4A-FLAG retains its diffuse cytoplasmic distribution when co-transfected with a GFP-tagged form of the ERGIC-resident HCMV protein pp28 (Fig 1B) [27]. The human CHMP6 MIM2 adopts an extended conformation that extends along the length of the VPS4 MIT domain (Fig 1C) and mutation of the key hydrophobic residue valine 173 to aspartic acid, or prolines 171 and 174 to alanine, are sufficient to disrupt this interaction [46]. HCMV pUL71 mutants P315A+P318A (PPAA) and V317D retain their characteristic Golgi-like localisation but lose the ability to recruit VPS4A-FLAG to these membranes (Fig 1D). Similarly, immunoprecipitation experiments show wild-type pUL71 but not the PPAA and V317D mutants to be robustly co-precipitated by VPS4A-FLAG (Fig 1E). Inspection of the immunoprecipitation input samples confirms that pUL71 mutants are expressed at similar levels to the wild-type protein. Taken together, these results are consistent with pUL71 binding VPS4A via an interaction between the VPS4A MIT domain and the potential pUL71 MIM2 region.
(A) Normalised sequence conservation of pUL71 homologues across Betaherpesvirinae. Inset shows an alignment of the canonical MIM2 sequence of human CHMP6, the potential MIM2 of pUL71, and the MIM2 consensus sequence where x denotes any residue,–an acidic residue and ϕ a hydrophobic residue [46]. Vertical lines denote hydrophobic (black) and backbone hydrogen bond (red) interactions between residues of the CHMP6 MIM2 and the MIT domain of VPS4A [46]. Selected MIM2 residues important for the interaction with VPS4A are highlighted in pink. (B) Co-transfection of pUL71 and pp28-EGFP with VPS4A-FLAG. Nuclei are outlined in single channel images and shown (DAPI, blue) in merge. Scale bars = 10 μm. (C) Structure of human CHMP6 MIM2 (orange carbon atoms, selected key residues highlighted in pink) in complex with the MIT domain of human VPS4A (PDB ID 2K3W) [46]. (D) Co-transfection of VPS4A-FLAG with wild-type (WT) pUL71 or two mutants, P315A+P318A (PPAA) and V317D, where key residues of the pUL71 potential MIM2 were mutated and their ability to recruit VPS4A to juxtanuclear compartments is disrupted. Nuclei are outlined in single channel images and shown (DAPI, blue) in merge. Scale bars = 10 μm. (E) Anti-FLAG immunoprecipitation (IP) from cells co-transfected with VPS4A-FLAG and WT, PPAA or V317D pUL71. Samples were immunoblotted using antibodies as shown. (F) Coomassie-stained SDS-PAGE of GST-tagged WT or PPAA mutant pUL71 C-terminal tail (residues 283–361), VPS4A MIT domain (residues 1–84), or GST-tagged CHMP6 MIM2 motif (residues 168–181) purified following bacterial expression. (G) ITC analysis of the interaction between purified VPS4A MIT domain and WT GST-pUL71(283–361) (left), PPAA mutant GST-pUL71(283–361) (middle), and GST-CHMP6 MIM2 (right). For each, the top graph is baseline-corrected differential power as a function of time and the bottom is the normalised binding curve showing integrated changes in enthalpy (ΔH) as function of molar ratio (syringe:cell component). The corresponding dissociation constant (KD), number of binding sites (N), and enthalpy change (ΔH) for each representative experiment are shown. All experiments were performed at least twice independently, as detailed in Table 1.
To probe whether pUL71 directly binds the VPS4A MIT domain, both the VPS4A MIT domain (residues 1–84) and a fusion between GST and the C-terminal region of pUL71 (spanning residues 283–361) were purified following recombinant bacterial expression (Fig 1F). While some degradation of GST-pUL71(283–361) is evident (Fig 1F), presumably arising from partial proteolysis of the unstructured pUL71 tail, isothermal titration calorimetry (ITC) shows GST-pUL71(283–361) to bind the VPS4A MIT domain with 2.84 ± 0.33 μM affinity (±SD, n = 2; Fig 1G and Table 1). This is tighter than the 5.54 ± 1.10 μM (±SD, n = 2) interaction measured between VPS4A MIT and a GST fusion of the CHMP6 MIM2 (residues 168–181) (Fig 1G and Table 1), and tighter than previous measurements of the CHMP6 MIM2:VPS4A MIT interaction [5,46]. Purified GST-pUL71(283–361) PPAA lacks the ability to bind the VPS4A MIT domain directly (Fig 1G). These experiments confirm that pUL71 binds the MIT domain of VPS4A directly with high affinity, and that key residues of the potential pUL71 MIM2 are essential for this interaction.
As quantitated by isothermal titration calorimetry (ITC). Experiments were performed n (replicates) times and mean ± SD values are shown. Data for individual titrations are presented as supporting information (S1 Table).–, no binding detected.
Truncations of pUL71 were designed to identify the precise sequence motifs required for VPS4A binding. Immunofluorescence analysis of co-transfected cells showed that pUL71 with C-terminal truncations that included the entire potential MIM2 [pUL71(1–326)] or spanned all but the last three residues of the motif [pUL71(1–320)] retained the ability to recruit VPS4A-FLAG to juxtanuclear compartments (Fig 2A). pUL71 where all but the first two residues of the potential MIM2 have been removed [pUL71(1–314)] was unable to recruit VPS4-FLAG, as was a construct with the majority of the potential MIM2 removed [pUL71(Δ315–326)] (Fig 2A). These results demonstrate that residues 314–320 are necessary for VPS4A binding. ITC analysis confirmed that a purified peptide encompassing the CHMP6 MIM2 (residues 168–181) was sufficient to bind purified VPS4A MIT domain with 11.2 ± 6.66 μM affinity (±SD, n = 2; Fig 2B and Table 1). However, a peptide spanning the potential pUL71 MIM2 (residues 310–325) failed to bind VPS4A (Fig 2B), suggesting that the potential MIM2 is necessary but not sufficient to drive the interaction. Further ITC analysis of pUL71 truncations purified as GST fusions (Table 1 and S1 Fig) demonstrated that pUL71 residues 300–310 are necessary for the VPS4A interaction, in addition to the potential MIM2, as GST-pUL71(300–325) was capable of binding VPS4A while GST-pUL71(310–336) was not. ITC analysis confirmed that a peptide spanning pUL71 residues 300–325, encompassing both a predicted helical region and the potential MIM2, was sufficient to bind the VPS4A MIT domain with an affinity of 5.59 ± 0.34 μM (±SD, n = 4; Fig 2C and 2D and Table 1).
(A) Co-transfection of VPS4A-FLAG with full-length or truncated pUL71, or with pUL71 lacking the potential MIM2 (Δ315–326). Nuclei are outlined in single channel images and shown (DAPI, blue) in merge. Scale bar = 10 μm. (B) ITC analysis of the interaction between purified VPS4A MIT domain and synthetic peptides corresponding to the CHMP6 MIM2 (left) or the potential pUL71 MIM2 spanning residues 310–325 (right). (C) ITC analysis of the VPS4A MIT domain binding a peptide corresponding to the extended MIM2-like motif spanning pUL71 residues 300–325. (D) Schematic diagram of pUL71 truncation experiments. Top: Predicted pUL71 secondary structure is shown (blue helices and green sheets) with the potential MIM2 boxed. Bottom: The ability to bind VPS4A as evidenced by co-localisation following co-transfection or by ITC analysis, with residues 300–325 that are sufficient for binding highlighted (see also S1 Fig).
Model of the HCMV pUL71 in complex with VPS4A MIT
Recent advances in deep learning have revolutionised the structural prediction of proteins and their complexes [47,48], including the prediction of viral proteins with multiple novel domains [49] and of virus-protein complexes [50]. AlphaFold-Multimer was thus used to generate a model of pUL71(300–325) in complex with the VPS4A MIT domain (Fig 3A). The complex is predicted with high per-residue confidence (pLDDT; Fig 3B) and low predicted aligned error (PAE) of VPS4A residues with respect to pUL71 (Fig 3C), consistent with a confidently predicted model of the complex. pUL71 is predicted to bind the groove between helices α1 and α3 of the VPS4A MIT domain as a short helix followed by a stretch of residues in an extended conformation. Closer inspection of the interface shows that residues I307, L308 and M311 in the short helix of pUL71 are predicted to bind a surface on VPS4A centred on residues L6 and F39 (Fig 3A). Residues 314–322 of pUL71 adopt a similar conformation to the equivalent residues of the CHMP6 MIM2 domain, with P315, V317 and P318 predicted to lie in shallow surface pockets (Fig 3D). PDBePISA analysis [51] demonstrates that the predicted interaction of pUL71(300–325) with the VPS4A MIT domain has a larger interface area (912 Å2 versus 667 Å2), with more predicted hydrogen bonds (5 versus 1) and salt bridges (2 versus 1) when compared to the structure of VPS4A MIT domain with CHMP6 [46]. This is consistent with a larger enthalpic contribution to binding (ΔH = -6.7 kcal/mol versus -2.4 kcal/mol; Fig 2B and 2C and Table 1). While the MIM2 of CHMP6 binds the VPS4 MIT domain as an extended peptide [46], a helix-plus-extended conformation of Vps4 binding is observed for the MIM2 of Vps20 [52], the yeast CHMP6 homologue, and for the yeast protein Vfa1 that is proposed to positively regulate Vps4 activity [53] (Fig 3D). Vfa1 is reported to bind Vps4 approximately 100-fold more tightly than does Vps20 (1.8 μM vs 188 μM KD), suggesting that the presence of a helix before the extended MIM2-like region does not define interaction affinity per se [52]. The Type 7 MIM(N) motif of yeast Atg13 also adopts a helix-plus-extended conformation and binds between helices α1 and α3 when interacting with the second of the two tandem MIT domains of Atg1 [54], but the Atg13 MIM(N) and pUL71 MIM2-like motifs run in opposite directions (Fig 3E). Mutation of VPS4A MIT residue valine 13 to aspartic acid (V13D) specifically prevents binding of MIM2 [46], whereas mutation of leucine 64 to aspartic acid (L64D) on the opposite face of the domain prevents binding of helical MIM1 motifs [55]. Co-transfection experiments confirm that the MIT domain of VPS4A is required for association with pUL71 at juxtanuclear compartments and that the V13D mutation prevents association, whereas VPS4A(L64D)-FLAG is efficiently recruited by pUL71 (Fig 3G). Taken together, these results confirm that pUL71 binds between helices α1 and α3 of the VPS4A MIT domain.
(A) Predicted structure of pUL71 residues 300–325 (violet ribbon with side chains shown) in complex with the VPS4A MIT domain (cyan ribbons and semi-transparent molecular surface). pUL71 is predicted to bind the groove between VPS4A helices α1 and α3. Inset: Predicted interaction between hydrophobic residues of the pUL71 helical region and the VPS4A MIT domain. VPS4A molecular surface is coloured by residue hydrophobicity from white (polar) to yellow (hydrophobic) and selected hydrophobic side chains are shown as silhouettes. (B) Per-residue predicted Local Distance Difference Test (pLDDT) scores for predicted complex. Values above 70 (dashed line) represent regions predicted with high confidence. (C) Predicted aligned error (PAE) matrix for predicted complex, demonstrating high confidence (low PAE, green) in relative orientation of pUL71(300–325) with respect to VPS4A MIT domain. (D) Structural comparison of the predicted pUL71(300–325) (violet ribbon and sticks) and the VPS4A MIT domain (cyan surface) complex to experimental structures of MIT domains bound to cellular MIM2s. Experimental structures were superposed by structural alignment of the MIT domains but, for clarity, only the predicted VPS4A MIT domain is shown. Top: Canonical CHMP6 MIM2 (orange ribbon and sticks) in complex with human VPS4A (PDB ID 2K3W) [46]. Middle: Helix and MIM2 of yeast Vps4 regulator Vfa1 (green ribbon and sticks) bound to yeast Vps4 (PDB ID 4NIQ, chains A+C) [53]. Bottom: Helix and non-canonical MIM2 of yeast CHMP6 homologue Vps20 (yellow ribbon and sticks) bound to yeast Vps4 (PDB ID 5FVL, chains A+D) [52]. (E) Crystal structure of the second of the two tandem MIT domains of yeast Atg1 (dark blue ribbon) in complex with the Type 7 MIM(N) of yeast Atg13 (grey Cα trace) (PDB ID 4P1N) [54] superposed on the predicted structure of human VPS4A MIT domain (cyan ribbons) and pUL71 (violet Cα trace). While both MIM-like motifs bind the groove between MIT domain helixes α1 and α3, the MIM peptides have opposite orientations (N→C). (F) Superposition of canonical MIM2 of CHMP6 (orange Cα trace, PDB ID 2K3W) [46] and MIM1 motif of CHMP1A (aqua Cα trace, PDB ID 2JQ9) [55] onto the predicted structure of pUL71 (violet Cα trace) in complex with human VPS4 (cyan ribbons). MIM2 groove residues V13 (left) and MIM1 groove residue L64 (right) are highlighted as red sticks. (G) Co-transfection of pUL71 with FLAG-tagged VPS4A, either full-length (WT), lacking the N-terminal 84 residues encoding the MIT domain (ΔMIT), or with single amino acid substitutions that prevent binding to MIM2 (V13D) or MIM1 (L64D) regions. Nuclei are outlined in single channel images and shown (DAPI, blue) in merge. Scale bars = 10 μm.
To further probe the predictive power of the AlphaFold-Multimer model, umbrella sampling [56] was used to computationally probe how structurally-informed mutations affect the binding of pUL71 to the VPS4A MIT domain. Briefly, the model of VPS4A bound to wild-type or mutant pUL71(300–325) was taken as the starting structure and a series of conformations were generated along a trajectory of increasing centre-of-mass (COM) between pUL71(300–325) and VPS4A MIT using steered molecular dynamics. Each of these conformations was then simulated for 10 ns, retaining the COM distance using a biasing function, to give an ensemble of structures sampling the pUL71(300–325):VPS4A complex as a function of increasing COM distance (S2 Fig). A curve of potential of mean force (PMF) as a function of the COM distance was generated using the maximum likelihood weighted histogram analysis method [57,58], allowing estimation of the free energy of binding (ΔGbind) as the difference between the PMF of the bound and unbound state [56]. pUL71 mutations known to inhibit VPS4A binding (P315A+P318A[PPAA] and V317D, Fig 1D, 1E and 1G) were tested, as were mutations predicted to be deleterious via removal of a hydrophobic side chain (P315A, P318A) or replacement of a hydrophobic interacting residue with a bulky charged residue (I307R, M311R). The mutation R312E was also tested as a control, as inverting the side chain charge of this residue that faces away from VPS4A in the predicted complex structure should not affect pUL71 binding (Fig 3A). Results of the umbrella sampling are shown (Fig 4A and 4B). As anticipated, the calculated ΔGbind of the pUL71(R312E) peptide did not differ significantly from the wild-type peptide (ΔΔGbind ≈ 0; Fig 4C). Similarly, peptides with the pUL71(V317D) and pUL71(PPAA) control mutations had less negative (weaker) calculated free energies of binding (ΔΔGbind > 0; Fig 4C). The structurally-informed pUL71(I307R) and pUL71(M311R) peptides were similarly predicted to have reduced binding to VPS4A MIT (ΔΔGbind > 0; Fig 4C), and ITC confirmed that the pUL71(300–325) I307R peptide lacks the ability to bind the VPS4A MIT domain in vitro (Fig 4D). However, the umbrella analysis suggested that the single hydrophobic side chain mutations pUL71(P315A) and pUL71(P318A) retained the ability to efficiently bind the VPS4A MIT domain (ΔΔGbind > 0; Fig 4C), despite binding being lost when both mutations are combined in pUL71(PPAA). Immunoprecipitation of co-transfected pUL71 and VPS4A-FLAG confirmed this surprising result, showing that pUL71(P315A) and pUL71(P318A) are efficiently immunoprecipitated by VPS4A-FLAG whereas pUL71(PPAA) is not (Fig 4E). The ability of molecular dynamics analysis to accurately predict VPS4A-binding behaviours of individual amino acid substitutions in the pUL71 peptide confirms the high quality of the pUL71(300–325):VPS4A MIT structural model. We thus conclude that pUL71 possesses a viral MIM2-like motif (vMIM2) that adopts a helix plus extended confirmation and binds between helices α1 and α3 of the VPS4A MIT domain.
(A) Umbrella sampling molecular dynamics (MD) simulations of WT and mutant pUL71(300–325) in complex with the VPS4A MIT domain. For each, potential of mean force ± SD (shaded) from 200 bootstraps of the analysis is plotted as a function of centre of mass between the two polypeptides. The calculated Gibbs free energy of binding (ΔGbind) is the difference between the potential mean force minimum (bound) and maximum (unbound) values. (B) ΔGbind for pUL71(300–325) WT and mutants. (C) Difference in ΔGbind for pUL71(300–325) mutants compared to WT (ΔΔGbind; mean ± SD for 200 bootstraps). Positive ΔΔGbind values indicate reduced binding affinity, negative values indicate increased affinity. (D) ITC analysis demonstrating a lack of binding when a peptide corresponding to pUL71 residues 300–325 with an I307R substitution is titrated against the VPS4A MIT domain. (E) Anti-FLAG IP from cells co-transfected with VPS4A-FLAG and WT, P315A, P318A, or P315A+P318A (PPAA) pUL71. Samples were immunoblotted using antibodies as shown.
VPS4A binding is conserved amongst cytomegaloviruses and human β-herpesviruses
While multiple alignment of β-herpesvirus homologue sequences failed to identify conservation of pUL71 residues 300–325 (Fig 1A), manual inspection of the C-terminal regions of various primate cytomegaloviruses indicated that each might contain a VPS4A-binding vMIM2 (S3A Fig). In particular, the fourth (P4) residue of the ϕ-LP-VPS-xLP MIM2 consensus [46] is absolutely conserved, as is P7, and there is conservation of a hydrophobic residue (A, L, P or V) at the sixth and tenth positions. AlphaFold-Multimer structure prediction of the MIM2-like regions indicates that each is likely to adopt a helix-plus-extended confirmation to bind the MIT domains of VPS4A from their cognate host species between helices α1 and α3, as seen for HCMV pUL71 (S3B–S3D Fig). AlphaFold-Multimer analysis of mouse cytomegalovirus (MuHV-1) and the England isolate of rat cytomegalovirus (MuHV-8) suggests that these viruses will also bind the VPS4A MIT domains of their cognate hosts (S4 Fig). Immunoprecipitation experiments confirm that mouse cytomegalovirus binds FLAG-tagged human VPS4A (S4 Fig), the MIT domains of mice and men sharing 97.6% sequence identity.
Beyond non-human cytomegaloviruses, careful inspection of the C-terminal tails identified potential vMIM2s in pUL44 of human β-herpesvirus HHV6A and HHV6B (which have identical sequences in this region) and HHV7 (Fig 5A). AlphaFold-Multimer confidently predicts HHV6 pU44(174–199) and HHV7 pU44(164–189) to bind the VPS4 MIT domain in a very similar conformation to HCMV pUL71 (Fig 5B), although the orientation of the N-terminal helix is less confidently predicted (lower pLDDT, higher PAE) and differs slightly between HCMV and HHV6/7. Sequence alignment of the potential vMIM2s shows that pUL71 I307, which binds a hydrophobic surface on VPS4A (Fig 3A) and is important for binding (Fig 4A–4D), is replaced by glutamate in HHV6 and HHV7 pU44. However, close inspection of the structural models suggests structural rearrangement of the side chains that bury this hydrophobic surface: the side chains of Y186 and L189 of HHV6 pU44 (Y176 and L179 in HHV7) occupy similar space to pUL71 side chains I307 and M311 (Fig 5B), with L189 having a similar orientation as observed for L170 in the structure of the CHMP6 canonical MIM2 bound to VPS4A [46]. While the position of hydrophobic residues within the helical region that binds VPS4A is flexible, pUL71 homologues conform to a vMIM2 consensus sequence ΩxxxPxϕϕxxxϕ, where Ω denotes a large hydrophobic residue, x denotes any residue, ϕ denotes a small hydrophobic residue (including proline), and where the underlined residues are within an α-helix.
(A) Alignment of vMIM2 regions of pUL71 and its homologue (pU44) in HHV6 and HHV7. Note that the displayed region of pU44 has an identical sequence in HHV6A and HHV6B. The predicted secondary structure of pUL71 is shown above. The pUL71 homologue vMIM2 consensus sequence is shown below, where Ω denotes a large hydrophobic residue, x denotes any residue, ϕ denotes a small hydrophobic residue (including proline), and where the underlined residues are within an α-helix. (B) Predicted structure of residues from the vMIM2 of β-herpesvirus pUL71 homologues (violet, red and purple ribbons for HCMV, HHV6 and HHV7, respectively) in complex with the VPS4A MIT domain (cyan molecular surface). Inset: Predicted interactions between hydrophobic residues of the pUL71 homologue helical regions and the VPS4A MIT domain. VPS4A molecular surface is coloured by residue hydrophobicity from white (polar) to yellow (hydrophobic). Cα trace and selected side chains of vMIM2s are shown. Below: Per-residue pLDDT scores of the vMIM2s, with values above 70 (dashed line) representing regions predicted with high confidence. Right: PAE matrices for predicted HHV6 and HHV7 complexes. (C) ITC analysis of the VPS4A MIT domain binding a peptide corresponding to the HHV6 pU44 vMIM2 (residues 174–199). (D) Anti-FLAG IP from cells co-transfected with VPS4A-FLAG and HCMV pUL71 or homologues from HSV-1 (pUL51), HHV6 (pU44) and EBV (BSRF1). Samples were immunoblotted using antibodies as shown. (E) Co-transfection of VPS4A-FLAG and HCMV pUL71 or homologues from HSV-1 (pUL51), HHV6 (pU44) and EBV (BSRF1). (F) Co-transfection of VPS4A-FLAG with a chimeric construct encoding full length HSV-1 pUL51 followed by an HA tag plus the C-terminal region of HCMV pUL71 (residues 283–361, which includes the vMIM2). Nuclei are outlined in single channel images and shown (DAPI, blue) in merge. Scale bars = 10 μm.
ITC analysis shows that HHV6 residues 174–199 bind purified human VPS4A MIT domain with 30.9 ± 5.76 μM affinity (±SD, n = 3; Fig 5C and Table 1). The C-terminal tails of HSV-1 pUL51 and EBV BSRF1, α- and γ-herpesvirus homologues of pUL71, respectively, are also predicted to be disordered and both proteins associate with juxtanuclear membranes [31,59,60]. Careful inspection of the HSV-1 pUL51 and EBV BSRF1 C-terminal sequences failed to reveal a vMIM2 sequence. Consistent with this, immunoprecipitation of transfected C-terminally HA-tagged HCMV pUL71 or HHV6 pUL44 showed that these pUL71 homologues bind efficiently to co-transfected VPS4A-FLAG in cultured cells, while HSV-1 pUL51 and EBV BSRF1 do not (Fig 5D). Similarly, VPS4A-FLAG is not recruited to juxtanuclear membranes when co-transfected with pUL51 or BSRF1, while it is recruited by both pUL71 and HHV6 pUL44 (Fig 5E). To confirm that the lack of association in these homologues arose from an absence of interaction with VPS4A, an HA epitope tag and the C-terminal tail of pUL71, including the vMIM2 (residues 283–361), was appended to the C terminus of pUL51. This chimeric pUL51-HA-pUL71(283–361) protein gained the ability to recruit co-transfected VPS4A-FLAG to juxtanuclear membranes (Fig 5F). These results confirm that the vMIM2 is conserved across human β-herpesviruses, but not in α- or γ-herpesviruses, and that this motif is sufficient to confer recruitment of VPS4A to biological membranes.
HCMV was searched for additional proteins that contain sequences that match the vMIM2 consensus. Eight such proteins were found: pUL31, pUL57, pUL72, pp28 (pUL99), pUL141, pUS22, pUS29 and pUS30 (S5A Fig). Of these, the potential vMIM2 from pUL141 could be discounted because it is in the extracellular portion of the protein [61] and thus would be inaccessible to the cytoplasmic MIT domain of VPS4A. Similarly, the potential vMIM2s of pUL31, pUL57 and pUS22 are predicted to be in globular, well-folded regions of the proteins and would thus be inaccessible to VPS4A (S5B Fig). Of the remaining HCMV proteins, the potential vMIM2s of pp28, pUS29 and pUS30 in complex with the VPS4A MIT domain are predicted with very low confidence, suggesting that these regions are unlikely to interact (S5C–S5E Fig). Co-transfection experiments confirm that pp28 cannot recruit VPS4A-FLAG to specific membranous compartments (Fig 1B). The predicted interaction between VPS4A and pUL72 is plausible, albeit with lower confidence than the VPS4A:pUL71(300–325) interaction (S5C–S5E Fig). However, closer inspection identified that first six residues of the pUL72 region potentially equivalent to pUL71(300–325) are predicted to contribute to the pUL72 folded domain (S5F Fig), forming the final strand of a β-sheet. AlphaFold-Multimer prediction of a complex between the VPS4A MIT domain and full-length pUL72 failed to yield models where the potential vMIM2 interacted with VPS4A (S5G Fig), suggesting that steric clashes between VPS4A and the globular domain of pUL72 would prevent pUL72 from binding VPS4A in cells.
Accumulation of VPS4A at the cytoplasmic viral assembly compartment requires pUL71
Localisation of VPS4A to the cVAC during HCMV infection has been shown previously [20,22,62]. We sought to recapitulate these findings and investigated whether accumulation of VPS4A at the cVAC is a general feature of HCMV infection. Immunofluorescence microscopy of human fibroblasts 5 days post-infection (dpi) with HCMV strain TB40/E demonstrated that the signal for pUL71 overlaps extensively with the perinuclear signals for the tegument protein pp150, Golgi marker GM130 and cytoplasmic DNA (Fig 6A), consistent with previous reports that pUL71 is present at the cVAC [14,35,36]. Human fibroblasts transiently expressing VPS4A-FLAG from a Tet-inducible promoter were infected with different HCMV strains and VPS4A-FLAG expression was induced at 1 dpi by addition of doxycycline. Detection of HCMV tegument protein pUL71 served as a control for infection and furthermore served as a marker for the perinuclear cVAC. We detect accumulation of VPS4A-FLAG at the area of the cVAC in all infected cells and for the various HCMV strains, including clinical isolates (Fig 6B). Furthermore, there is noticeable overlap of VPS4A-FLAG signals with the signals for pUL71, which is consistent with our results from transient expression experiments, indicating an ability of HCMV pUL71 to interact with VPS4A in the context of infection that results in recruitment of VPS4A to the cVAC and thus the site of secondary envelopment. To further corroborate these results, bimolecular fluorescence complementation (BiFC) was performed in which the N-terminal half of Citrine (YN) was fused to the C terminus of pUL71 and expressed from the endogenous locus of a recombinant strain of HCMV TB40/E (TB71-YN), while the C-terminal half of Citrine (YC) was provided by transfection with vectors encoding YC-VPS4A-FLAG and mutants in the VPS4A MIT domain under the control of doxycycline (Fig 6E). Citrine fluorescence was detected in infected cells that also expressed YC-VPS4A-FLAG and YC-VPS4A-FLAG-L64D, but not for YC-VPS4A-FLAG-V13D. These data are consistent with our previous results from transient expression and show that in infected cells VPS4A accumulates at the cVAC via an interaction with pUL71 that depends on an interaction of the VPS4A MIT domain with the vMIM2.
(A) MRC-5 cells infected with HCMV TB40/E were fixed at 5 dpi and stained using antibodies shown. The signal for pUL71 (green) overlaps with signals for tegument protein pp150 (red) and Golgi marker GM130 at DNA-containing (DAPI, cyan) perinuclear sites of virion assembly [28]. (B) MRC-5 cells transiently expressing VPS4A-FLAG from an inducible expression vector were infected (MOI 0.5) with the indicated strains of HCMV. Expression of VPS4A-FLAG was induced 1 dpi by addition of doxycycline and intracellular distribution VPS4A-FLAG was examined at 5 dpi via antibody detection of the FLAG epitope. The cVAC is denoted by additional staining for HCMV pUL71 (red) and nuclei are shown (DAPI, blue). (C, D) MRC-5 cells transiently expressing VPS4-FLAG were mock-infected or infected (MOI 0.5–1) with indicated viruses. Expression of VPS4A was induced 1 dpi and cells were fixed and immunostained with the antibodies shown at 5 dpi. Selected cells are outlined in single channel images and nuclei are shown (DAPI, cyan) in merge. (C) Cells were infected with WT HCMV, with a recombinant virus lacking pUL71 expression (TBstop71), or the revertant virus with restored pUL71 expression (TBrev71). Cells infected with TBstop71 were also stained for tegument protein pp28 to confirm successful cVAC formation (bottom). (D) Cells were infected with WT HCMV, with recombinant virus lacking the vMIM2 motif (TB71del315–326), with mutations P315A+P318A in the vMIM2 to disrupt VPS4A binding (TB71mutPPAA), or with the wild-type sequence subsequently restored (TB71revPPAA). (E) Bimolecular fluorescence complementation using split Citrine (residues 1–173, YN, and residues 156–239, YC) confirms a physical interaction between pUL71 and VPS4A during infection. MRC-5 cells conditionally expressing WT, MIM2-binding groove (V13D) or MIM1-binding surface (L64D) mutant human VPS4A that was N- and C-terminally tagged with YC and FLAG, respectively, were infected (MOI 1) with HCMV strain TB40/E where pUL71 was C-terminally tagged with YN (TB71-YN). Expression was induced 2 dpi by addition of doxycycline. Cells were fixed, immunostained (FLAG, magenta), and Citrine fluorescence from reconstitution of its constituent parts (yellow) was visualised at 5 dpi. Selected cells and their nuclei are outlined in single channel images are nuclei are shown (DAPI, blue) in merge. Scale bars = 10 μm.
Next, we investigated the role for pUL71 in VPS4 accumulation during infection by testing previously generated and characterised recombinant HCMV, TBstop71 (unable to express pUL71) and TBrev71 (expression of pUL71 repaired) [34]. Recruitment of VPS4A-FLAG to the perinuclear cVAC failed in cells infected with the TBstop71 virus but was detectable in infection with the parental virus and TBrev71 revertant (Fig 6C). Formation of the perinuclear cVAC in cells infected with TBstop71 was confirmed via immunostaining for pp28 (Fig 6C) [27,63]. In summary, these data show that the recruitment of VPS4A to the cytoplasmic site of virion assembly in the course of infection depends on pUL71.
Recruitment of VPS4A during infection by pUL71 requires the vMIM2
To investigate whether the interaction of pUL71 with VPS4A is involved in virion morphogenesis or modulates the function of pUL71 during secondary envelopment, recombinant viruses carrying mutations of the vMIM2 were generated by markerless BAC mutagenesis. We generated two recombinant viruses in which the interaction of pUL71 with VPS4A is disrupted: (i) a vMIM2 deletion mutant, TB71del315–326, and (ii) a double point mutant of the two proline residues (P315, P318) of the vMIM2 to alanine residues (Fig 1D, 1E and 1G), resulting in mutant TB71mutPPAA. A revertant (TB71revPPAA) was generated by mutating TB71mutPPAA to restore the wild-type sequence.
These viruses were used in infection experiments to observe the recruitment of VPS4A-FLAG in immunofluorescence analysis. While VPS4A was recruited to the cVAC in cells infected with wild-type and TB71revPPAA viruses, VPS4A remained distributed throughout the entire cell and failed to be recruited to the site of pUL71 localisation in cells infected with the interaction-deficient mutant viruses TB71del315–326 and TB71mutPPAA (Fig 6D). This shows the successful generation of the intended recombinant viruses and that the vMIM2 in the C terminus of pUL71 is necessary to recruit VPS4A to the cVAC in infection.
The pUL71 vMIM2 does not affect virus assembly or the ultrastructure of HCMV infected cells
To investigate the importance of the mutation of the VPS4A interaction motif of pUL71 in HCMV infection, the replication kinetics of recombinant viruses TB71mutPPAA, TB71revPPAA (revertant virus of TB71mutPPAA) and TB71del315–326 in HFFs were investigated in single step kinetics using an MOI of 3 and in multi-step kinetics using an MOI of 0.01. The virus yields in the supernatants of infected cells, harvested at the indicated times, were determined by titration on HFFs. The growth curves of virus mutants with mutated VPS4 interaction motif (TB71mutPPAA and TB71del315–326) were comparable to those of HCMV wild-type virus (Fig 7A). While two-way ANOVA analysis showed significant differences between wild-type and mutant virus yields at late time points in the multi-step growth curve, the TB71mutPPAA mutant had higher titres at 15 dpi whereas TB71del315-326 had lower titres at 15 and 18 dpi. Given the divergence in observed effect between the two mutants, and the fact that these differences were observed only at very late times post-infection, we do not believe they represent biologically meaningful differences in virus release. Cell-associated viral spread, assessed for TB71mutPPAA, was also identical to that of wild-type virus (Fig 7B), suggesting overall that the generation and release of infectivity, and cell-to-cell spread, is not affected by mutation of the VPS4A interaction motif of pUL71. Similarly, the replication of TB71mutPPAA and TB71del315–326 mutants was not impaired in monocyte-derived macrophages (MDMs) when compared to wild-type virus (S6A Fig).
(A) Mutations in the pUL71 vMIM2 motif do not affect virus release. For single-step kinetics (left), HFFs were infected (MOI 3) with HCMV WT (□), TB71mutPPAA (○), TB71revPPAA (Δ) or TB71del315–326 (♢). For multi-step kinetics (right) cells were infected at MOI 0.01. The supernatant of infected cells was harvested at the indicated times post infection and the virus yield was determined by titration on HFFs. Mean ± SD is shown (n = 2–3 independent experiments, each performed in technical duplicate). Virus yields of the inocula are given at time zero. A repeated measurement two-way ANOVA test shows no significant difference between viruses in the single-step growth curve (p = 0.5824) but a significant difference between viruses in the multi-step growth curve (p = 0.0005). Significance of differences between WT and TB71mutPPAA (pink) or TB71del315–326 (cyan) at specific time points are shown (Dunnett’s multiple comparison test; ****, p < 0.0001). (B) Relative size of plaques formed by HCMV WT and TB71mutPPAA after 9 days of infection in a focus expansion assay. Infected cells were detected by immunostaining for HCMV IE1/2 protein. Each data point represents the relative number of IE-positive nuclei per focus. Mean ± SEM (n = 56–61 foci) is shown for each virus (black line) normalised to the mean focus size for WT. A Mann-Whitney test shows no significant difference (p = 0.4888). (C) Electron micrographs showing representative areas of the cVAC at 5 dpi from cells infected with WT HCMV or with the indicated mutant viruses. Arrow heads mark fully enveloped virus particles. Scale bar = 200 nm.
To test whether the vMIM2 of pUL71 might function to inhibit other ESCRT-mediated activities within the cell, rather than directly stimulating HCMV assembly, we tested the ability of pUL71 to inhibit the ESCRT-mediated budding of HIV-1 virus-like particles (VLPs). The secretion of Gag VLPs requires VPS4 activity, since secretion of these particles is efficiently suppressed by co-expression of dominant negative forms of VPS4A [64,65]. However, co-expression of pUL71 with HIV-1 Gag did not suppress the production and secretion of VLPs (S7 Fig), suggesting that pUL71 does not efficiently sequester the VPS4-mediated ESCRT activity required for VLP budding.
The influence of mutations of the vMIM2 in pUL71 on the function of pUL71 for HCMV secondary envelopment was investigated by transmission electron microscopy (TEM) of infected cells at 5 dpi. Previous studies have shown an involvement of pUL71 in secondary envelopment [34,35]. In addition to an increased number of nucleocapsids at different budding stages, cells infected with HCMV lacking pUL71 exhibit enlarged multivesicular bodies, many of which are in close proximity to the cVAC, and budding processes can be observed at these enlarged vesicular structures [34]. The ultrastructural phenotype of both interaction-deficient mutant viruses, TB71mutPPAA and TB71del315–236, was undistinguishable to that of wild-type virus infected cells (Fig 7C). An enlargement of MVBs or other vesicles as previously described in absence of pUL71 were not found. Furthermore, there was no visible defect in secondary envelopment. Quantification of cytoplasmic morphogenesis stages of capsids at the cVAC confirmed that the majority of virus particles were enveloped to comparable degrees in the wild type and recombinant viruses (Table 2). Similarly, ultrastructural analysis of infected MDMs demonstrated that the TB71mutPPAA mutant virus had no apparent defect in secondary envelopment (S6B Fig). In summary, these data show that recruitment of VPS4A to the cVAC by pUL71 is dispensable for viral morphogenesis and growth in cultured cells.
The cVAC of HFF cells 5 days post-infection with wild type, TB71mutPPAA, and TB71del314-326 HCMV was analysed by electron microscopy (Fig 7). Relative numbers represent percent of enveloped particles, non-enveloped particles attached to membranes (budding particles), and non-enveloped particles (naked particles) observed.
Discussion
While many viral proteins have been identified as important for HCMV secondary envelopment, the molecular interactions between these proteins and with cellular partners that drive wrapping of tegument-covered capsids and the final step of membrane scission remain unclear. Homologues of HCMV pUL71 are conserved across herpesviruses [66,67], stimulate virus secondary envelopment [34,39–42], their N-terminal helical domains have structural homology to cellular ESCRT-III components like CHMP4B [31,44], and they are predicted to undergo N-terminal palmitoylation [59,68] that is reminiscent of the N-terminal myristoylation of CHMP6 [69]. We show here that the homology of pUL71 to ESCRT-III components extends further in the β-herpesviruses: The C-terminal tail of HCMV pUL71 has a vMIM2 that binds directly to the MIT domain of VPS4A (Figs 1 and 2). This motif is conserved across pUL71 from other human β-herpesviruses (Fig 5) and across cytomegaloviruses of other species (S3 and S4 Figs). We are unaware of any prior reports of a virus encoding a MIM or directly binding the VPS4A MIT domain.
The pUL71 vMIM2 is necessary and sufficient to recruit VPS4A to juxtanuclear structures in co-transfected cells (Fig 5) and is necessary for VPS4A recruitment to pUL71-positive structures that have been identified as sites of virus assembly during HCMV infection (Fig 6) [36]. However, the pUL71 vMIM2 is dispensable for virus replication and secondary envelopment (Fig 7). While other HCMV proteins have sequences that match the vMIM2 consensus, none are able to recruit VPS4A to the cVAC when pUL71 is absent (Fig 6C) or has a defective vMIM2 (Fig 6D). It is therefore unlikely that these sequences are functionally redundant to the pUL71 vMIM2, although we cannot formally discount this hypothesis. The lack of a defect in secondary envelopment or viral growth in viruses lacking a functional pUL71 vMIM2 (TB71del315–326 and TB71mutPPAA) is consistent with a recent report that VPS4 activity is not necessary for HCMV replication [21]. This study showed that single-step replication of HCMV is not impaired by expression of dominant negative mutants of VPS4A (E228Q) or ESCRT-III components CHMP4B and CHMP6, and the morphology of mature virions and wrapping compartments are unchanged in the presence of these proteins. There is a mild defect in virus spread in the presence of dominant negative CHMP4B and CHMP6, quantitated via immunocytochemistry of cells expressing immediate early proteins following low MOI infection, but the effect of dominant negative VPS4 on spread was not analysed. We observe no difference in infectious particle production during multi-step growth curves and focus expansion assays of WT versus vMIM2 mutants of HCMV (Fig 7A), suggesting that if there is any spread difference in HFFs it is likely to be very minor. This lack of requirement for ESCRT activity during HCMV secondary envelopment contrasts with the situation for HSV-1, where expression of dominant-negative VPS4 [17,18] or CHMP proteins [17,65] severely restricts virion production. We therefore conclude that either HCMV and HSV-1 utilise different molecular mechanisms for secondary envelopment, or HCMV can exploit additional (redundant) pathways in addition to ESCRT-mediated membrane remodelling to ensure assembly of mature virus particles.
If VPS4 activity is not required for secondary envelopment, then why is the ability to bind the VPS4A MIT domain conserved across β-herpesviruses? The VPS4A MIT domain binds the isolated pUL71 vMIM2 more tightly than it does the MIM2 of CHMP6 (KD = 5.6 μM versus 11.2 μM; Fig 2 and Table 1). The HHV6 pU44 vMIM2 binds less tightly (KD = 30.9 μM), but high abundance of pUL71 and homologues at later stages of infection [70] and their potential ability to polymerise [31] would allow them to compete effectively with endogenous CHMP6 for VPS4A binding. It is thus possible that pUL71-mediated recruitment to the cVAC sequesters VPS4A, preventing it from having anti-viral effects elsewhere in the cell, or redirects it to support pro-viral functions. In the context of infection, pUL71 yields strong sequestration of ectopically expressed VPS4A–FLAG (Fig 7A–7C). As ectopic expression would be expected to increase the total pool of VPS4A present in cells, we anticipate extensive pUL71-mediated sequestration of endogenous VPS4A in HCMV-infected cells. However, we note that diffuse cytoplasmic signals are more difficult to visualise than organelle-associated signals in confocal microscopy, and it is therefore possible that some VPS4A remains free in the cytoplasm even in the presence of abundant pUL71. We did not observe any defect in ESCRT-mediated Gag VLP production in the presence of pUL71 (S7 Fig), suggesting that transient expression of pUL71 is not sufficient to inhibit cellular ESCRT activity. However, we note that studies analysing the role of VPS4 in ESCRT-mediated virus budding generally exploit dominant-negative forms of VPS4A or VPS4B [64,65,71,72]. As human VPS4A and VPS4B interact with each other [73], overexpressing dominant-negative mutants of either protein would be expected to poison the activity of both via formation of heteromeric ATPase hexamers. Studies using CRISPR/Cas9 gene editing show only modest defects in VLP budding when VPS4A or VPS4B are deleted individually, with the VPS4B deletion causing a greater VLP budding defect than VPS4A deletion [74], and the MIM2 of CHMP6 has higher affinity for the MIT domain of VPS4A than of VPS4B [5]. While we have not investigated the interaction between pUL71 and the VPS4B MIT domain in this study, it is possible that pUL71 has higher affinity for VPS4A than VPS4B and pUL71 expression may thus lead to selective sequestration of only one VPS4 isoform.
Fraile-Ramos and colleagues [19] reported that simultaneous siRNA depletion of VPS4A and VPS4B from RPE1 cells increased HCMV strain RCMV288 particle production, as did treatment of the cells with proteases leupeptin plus E64, and they hypothesised that the cellular ESCRT-III machinery may promote HCMV budding into MVBs that are delivered to the lysosome for destruction. We do not observe an increase in virus growth in either single-step or multi-step growth curves, suggesting that inhibition of VPS4 activity is not beneficial for virus growth in cultured human cells. However, it remains possible that such inhibition of virion degradation has a more potent effect upon virus growth in vivo, for example during infection of terminally differentiated cells that have exited the cell cycle. Additionally, MHC-II molecules are known to acquire their peptide cargos when present on intraluminal vesicles within the endosomal system of ‘professional’ antigen presenting cells such as macrophages [75]. It may be that inhibition of ESCRT-III activity, which has been postulated to promote budding of MHC-II into these intraluminal vesicles [76], could represent a mechanism by which HCMV evades MHC-II mediated host immunity. Alternatively, pUL71 might redirect VPS4A activity to stimulate budding of non-virus vesicles into the lumen of endolysosomal compartments. HCMV infection is known to stimulate the production of extracellular vesicles (EVs) that enhance virus spread [77] and EVs from virus-infected cells are enriched for both pUL71 and its direct binding partner pUL103 [31,78]. pUL71-driven VPS4A recruitment may thus stimulate secretion of a specific repertoire of EVs from infected cells, budding either at the cVAC or at other sites within the infected cell, to promote spread or otherwise modulate the infected-cell environment.
A second hypothesis is that the vMIM2 of pUL71 alters the trafficking and secretion of virus particles. While it is well established that individual HCMV virions can bud into vesicles that are transported to specific regions of the cell surface for release [29,34], recent studies have shown that HCMV particles can also accumulate in MVB-like compartments before being released into to the extracellular milieu [79] and that components of the cellular exosome biogenesis machinery may contribute to virion maturation [78]. ESCRT machinery and VPS4 activity are well established as key components of MVB morphogenesis. It is possible that pUL71 influences the pathway of HCMV particle release by altering the generation or maturation of MVBs via redirecting VPS4A activity. A role for pUL71 in defining the pathway of exit for virus particles is supported by the observation that TBstop71 infection causes the accumulation of enlarged virus-containing MVBs in the proximity of the cVAC [34]. We did not observe similar alterations to the MVB morphology of cells infected with HCMV expressing pUL71 without a vMIM2 (TB71del315–326 and TB71mutPPAA), suggesting that redirection/sequestration of VPS4A is not sufficient for this phenotype and that other activities of pUL71 must also be involved.
There are over 20 human proteins with MIT domains, including five ATPases, and seven different modes of interaction between short linear motifs and MIT domains have been structurally characterised [5]. Interactions with MIM2 are generally weaker than interactions with other MIMs (e.g. MIM1 and MIM3) and only a very limited subset of MIT-domain containing proteins, including just two ATPases (VPS4A and VPS4B), bind isolated MIM2 regions with appreciable affinity [5]. The other MIM2-binding proteins are involved in protein deubiquitylation (AMSH and USP8) [80–82], the midbody abscission checkpoint (MITD1) [83], membrane trafficking (SNX15) [84] or have a pseudo-kinase fold (RPS6KC1) [85]. It is possible that one of these proteins could represent the functional target of pUL71, although this awaits experimental investigation. While the functional consequences of VPS4A recruitment by pUL71 remain enigmatic, the presence of a conserved C-terminal vMIM2 adds additional circumstantial evidence to support the hypothesis [21] that pUL71 may have ESCRT-III–like activity. How HCMV deploys this to remodel intracellular membranes and produce new virus particles remains to be shown.
Methods
Sequence analysis and structure prediction
For sequence conservation analysis, homologues of pUL71 from HCMV strain TB40/E (UniProt C8BKL7) were obtained by performing a BLASTP search of a non-redundant (NCBI clustered NR) sequence database [86,87] with manual inspection to remove incomplete sequences. The 19 representative β-herpesvirus pUL71 homologue sequences were aligned using COBALT [88] using default parameters. Sequence conservation was calculated using Jalview [89].
Sequences of vMIM2s in β-herpesvirus pUL71 homologues were identified by manual inspection and structures of the VPS4A MIT domain (residues 1–84) in complex with pUL71 and homologue vMIM2s were predicted using AlphaFold-Multimer [47] version v2.2.1 unless otherwise stated (UniProt IDs in parentheses). The structures of vMIM2s from HCMV pUL71 (C8BKL7), HHV6A pU44 (A0A140AK71) and HHV7 pU44 (P52474) were predicted in complex with human VPS4A (Q9UN37). Sequences of non-human cytomegalovirus pUL71 homologues and VPS4A from their cognate host species were as follows: simian cytomegalovirus (G8XTD2) with Chlorocebus sabaeus VPS4A (A0A0D9QVU0), rhesus macaque cytomegalovirus (I3WFB8) with Macaca mulatta VPS4A (A0A1D5R8T0), saimiriine betaherpesivirus 4 (G8XSX5) with Saimiri boliviensis boliviensis VPS4A (F6ZNA4.1), cynomolgus macaque cytomegalovirus (G8H1A5) with Macaca fascicularis VPS4A (A0A2K5TVF2), chimpanzee cytomegalovirus (Q8QS28) with Pan troglodytes VPS4A (K7BC82), aotine betaherpesvirus 1 (G8XUD6) with Aotus nancymaee VPS4A (A0A2K5CPK0), mouse cytomegalovirus (D3XDP9) with Mus musculus VPS4A (Q8VEJ9), and England isolate of rat cytomegalovirus (K7XXY4) with Rattus norvegicus VPS4A (Q793F9). Additional potential vMIM2s in human cytomegalovirus strain Merlin were identified using ScanProsite [90] using the query string [YLM]-{P}-{P}-x-P-x-[AVP]-[VP]-x-x-x-[LVP]. Structures were predicted of the human VPS4A MIT domain in complex with the following potential vMIM2 sequences: pUL71 (F5HEA3), pUL72 (Q6SW70), pUL99 (F5HI87), pUL29 (F5HG95) and pUS30 (F5HB41). Structures were superposed and structural images were prepared using an open-source version of PyMOL (Schrödinger). Predicted structures of HCMV proteins were obtained from the HerpesFolds website (https://www.bosse-lab.org/herpesfolds/) [45]. Numerical analyses were plotted using Matplotlib version 3.3.2 [91].
Viruses
HCMV strains AD169 [92], Toledo [93], Merlin [94], VR1814 [95] and TB40/E [96] and two clinical isolates (isolates 19 and 20, kindly provided by C. Sinzger, Ulm University Hospital, Germany) were used in this study. This panel was chosen as it covers the most commonly used cell culture passaged strains and two isolates that grow highly cell associated. In addition, bacmid derived viruses were used. Reconstituted virus from bacterial artificial chromosome (BAC) clone TB40-BAC4 of the endotheliotropic HCMV strain TB40/E (accession number EF999921.1.) [97] served as wild type virus (WT) in this study. Generation and propagation of recombinant viruses, TBstop71 and TBrev71 have been described elsewhere [34]. Recombinant viruses TB71del315–326, TB71mutPPAA (mutations P315A and P318A) and the revertant thereof TB71revPPAA were generated by markerless BAC mutagenesis [98] from BAC clone TB40-BAC4 by using primers ep_71del315-26_for and ep_71del315-26_rev, ep_71-P315A-P318A_for and ep_71-P315A-P318A_rev, or ep_71resc-A315P-A318P_for and ep_71resc-A315P-A318P_rev, respectively. The recombinant virus TB71-YN used for bimolecular fluorescence complementation (BiFC) assay, was generated by markerless BAC mutagenesis from BAC clone TB40-BAC4 by inserting the sequences corresponding to a (GGGGS)2-linker sequence, the c-myc-tag and the N-terminal fragment of the yellow fluorescent protein (YFP) variant Citrine, comprising amino acids 1–173 (YN), before the stop codon of the UL71 open reading frame. The YN sequence was first PCR amplified from an YFP-transfer construct (pEP-EYFP-Citrin-in) retrieved from reference [98] by using primers ep_71Cterm-GS-YN173_for and ep_71Cterm-GS-YN173_rev. All recombinant viruses were reconstituted from bacmid DNAs in MRC5 cells, as described in [14] after sequence verification.
Plasmids
All eukaryotic expression plasmids for pUL71 and pUL71 homologues were generated in the backbone of pEF1/Myc-His C expression vector (Invitrogen) by cloning using restriction enzymes. The open reading frame (ORF) of full-length UL71 was amplified from the HCMV wild-type BAC TB40-BAC4 using the primers ex_71_for and ex_71_rev and was the basis for all further UL71 mutants. C-terminally truncated variants UL71_1–326, UL71_1–320 and UL71_1–314 were generated using primers ex_71_for and respective reverse primers UL71_1–326_rev, UL71_1–320_rev and UL71_1–314_rev. Point mutants PPAA (P315A+P318A), V317D, P315A and P318A of the vMIM2 of pUL71 were generated by fusion PCR. For the example of the PPAA mutant, a first fragment UL71_1-326-PPAA was amplified with the primers ex_71_for and UL71 _1–326_P315A/P318A_rev. A second fragment UL71_320–361 was amplified by using primers UL71_1–361_P315A/P318A-for and ex_71_rev. The final PCR product UL71-PPAA was amplified by using fragment UL71_1-326-PPAA as template and ex_71_for and fragment UL71_320–361 as primers. UL71-V317D, UL71-P315A and UL71-P318A were generated similarly manner using the primers UL71 _1–326_V317D_rev, UL71 _1–326_P315A_rev and UL71 _1–326_P318A_rev, respectively, to generate the first fragment. Mutant UL71Δ315–326 was generated by using overlapping primers UL71_Δ315–326_rev and UL71_Δ315–326_for together with primers ex_71_for and ex_71_rev, respectively, followed by PCR using both generated PCR fragments and primers ex_71_for and ex_71_rev. For the generation of pp28-EGFP expression vector, the UL99-EGFP sequence was amplified using primers UL99_for and UL99gfp_rev from the bacmid of vTB28g recombinant virus, which was generated and described previously [99]. Sequences of pUL71 homologues were amplified by PCR from viral DNA, thereby adding a C terminal HA-tag sequence, and restriction cloned into pEF1/Myc-His C expression vector. Primers H-UL51_for and H-UL51HA_rev were used for cloning of HSV-1 pUL51; primers MCMV-71_for and MCMV-71HA_rev for cloning of MCMV M71; primers HHV6A-U44_for and HHV6A-U44_rev for cloning of HHV6 UL71 homologue U44; primers EBV-BSRF1_for and EBV-BSRF1-HA_rev for cloning of EBV UL71 homologue BSRF1.
Human VPS4A-FLAG, C-terminally fused with the FLAG-tag epitope, was expressed from expression vector pBJ5-Vps4Flag (gift from A. Calistri, University of Padova, Italy). Cloning of this vector is described in detail in [100]. The VPS4-FLAGΔMIT variant, comprising VPS4A residues 119–437, was generated from pBJ5-Vps4Flag using primers bex_VPS4aa119-437 and Flag+Stop_rev. Point mutant VPS4A-FLAG-V13D was amplified using primers Vps4A-V13D_for and Flag+Stop_rev. Variant VPS4-FLAG-L64D was generated by fusion PCR where primers Vps4_for and Vps4A-L64D_rev generated a fragment that was used as forward primer in a second PCR together with primer Flag+Stop_rev to generate full-length VPS4A. All VPS4A variants were cloned using restriction enzymes into backbone vector pEF1/Myc-His C.
For conditional expression of VPS4A-FLAG, the sequence of VPS4A-FLAG was subcloned from pBJ5-Vps4Flag into a single vector expression system (pSVT28, kindly provided by Z. Ruzsics, University Medical Center Freiburg, Germany) using restriction enzymes. Expression of VPS4A-FLAG in pSVT28 is under the control of doxycycline inducible simian virus 40 (SV40) promoter. Generation of the pSVT28 inducible vector system is described in [101]. For the generation of conditional expression vectors for the BiFC assay, the sequence of the C-terminal half of the YFP variant Citrine (YC) comprising amino acids 156–239 and mutation A206K was amplified with primers BiFC-FP-C155R-pSVT_for and BIFC-HA-C155R_rev from vector pUC-SPYCE(MR) (kindly provided by J. Kudla, University of Muenster, Germany) and described in [102]. The sequence encoding for a (GGGGS)2-linker at the 3-prime end was added using PCR. The sequences of VPS4A-FLAG and mutants VPS4A-FLAG-V13D and VPS4A-FLAG-L64D were amplified using primers Vps4_for and Flag-pSVT_rev. The YC fragment and the VPS4A fragments were fused through restriction enzyme digestion followed by ligation and subsequently amplified using primers BiFC-FP-C155R-pSVT_for and Flag-pSVT_rev. The resulting fusion constructs, YC-VPS4A-FLAG, YC-VPS4A-FLAG-V13D, YC-VPS4A-FLAG-L64D, were cloned by restriction enzymes into conditional expression vector pSVT28.
For recombinant protein expression, the C-terminal tail (residues 283–361) of pUL71 from HCMV strain TB40/E was amplified with primers UL71_283-361-IBA43_for and UL71_283-361-IBA43_rev, and then cloned into pGEX4T2 encoding an N-terminal GST tag and thrombin site. Truncated forms were generated by PCR of the entire plasmid except the region to be excluded using KOD HotStart DNA polymerase (Merck) and the forward primers pUL71 295 fwd, pUL71 300 fwd or pUL71 310 fwd with reverse primer pGEX BamHI rev, or forward primer pGEX Stop SalI fwd with reverse primers pUL71 325 rev or pUL71 336 rev, followed by blunt end ligation. Constructs encoding GST-tagged pUL71(300–325) and pUL71(310–336) were generated by QuikChange mutagenesis of plasmids pUL71(300–361) or pUL71(310–361) using the primers pUL71 326 STOP QC fwd and pUL71 326 STOP QC rev or pUL71 337 STOP QC fwd and pUL71 337 STOP QC rev to replace residues 226 or 337 with stop codons, respectively. The MIM2 of human CHMP6 (residues 166–181 of UniProt Q96FZ7) was cloned into pGEX4T2 by ligation of annealed and phosphorylated primers pGEX CHMP6 MIM2 fwd and pGEX CHMP6 MIM2 rev. The MIT domain (residues 1–84) of human VPS4A (UniProt Q9UN37) was cloned into vector pOPT3G [103], encoding an N-terminal GST and human rhinovirus 3C cleavage site, using primers VPS4A_1_F and VPS4A_84_R.
Cell lines and cell culture
Human embryonic kidney cells (HEK293FT, Invitrogen) were maintained in Dulbecco’s modified Eagle medium (DMEM, Gibco/BRL) supplemented with 10% (v/v) foetal calf serum, 2 mM l-glutamine, 100 U of penicillin and 100 μg of streptomycin per mL. African green monkey kidney fibroblast-like cell line (COS-7) was maintained in minimal essential medium (MEM, Gibco/BRL) supplemented with 5% (v/v) foetal calf serum, 2 mM l-glutamine, 100 U of penicillin and 100 μg of streptomycin per mL. Human foreskin fibroblasts (HFFs) were maintained in MEM (Gibco/BRL) supplemented with 10% (v/v) foetal calf serum (Gibco/BRL), 2 mM l-glutamine (Biochrom AG), 100 U of penicillin, 100 μg of streptomycin per mL (both Gibco/BRL), and 1× non-essential amino acids (Biochrom AG). Human embryonic lung fibroblasts (MRC-5, European Collection of Cell Cultures) were maintained in DMEM (Gibco/BRL) supplemented with 10% (v/v) foetal calf serum (Gibco/BRL), 2 mM l-glutamine (Biochrom AG), 100 U of penicillin, and 100 μg of streptomycin per mL (both Gibco/BRL).
Antibodies
Antibodies that were used in this study to detect viral and cellular proteins were the monoclonal antibody (MAb) recognizing the FLAG-tag epitope anti-Flag (clone M2, Sigma), the MAb against HCMV pp28, anti-pp28 (clone CH19, Santa Cruz Biotechnology (SCBT)) and the MAb 63–37 recognizing HCMV IE1/2 protein (kindly provided by W. Britt, University of Alabama Birmingham, USA). VPS4A was detected with the polyclonal antibody Vps4 (clone H-165, SCBT). Polyclonal antibody anti-HA (A190-108A, Bethyl laboratories) was used to detect the HA-tag epitope. HCMV pUL71 was detected with a polyclonal anti-pUL71 antibody described elsewhere [34]. For protein detection secondary anti-mouse or anti-rabbit antibodies conjugated either to Alexa Fluor 488 and 555 (Invitrogen) for immunofluorescence or to horseradish peroxidase (HRP) (Millipore) for immunoblot analysis were used.
Virus growth analysis
Multistep and single-step growth kinetics experiments were performed as previously described [14]. Briefly, confluent HFFs were infected in duplicate with an MOI of 0.01 for multistep kinetics and an MOI of 3 for single-step kinetics with indicated viruses. To control for the same initial infection, virus yields of the inocula were determined on HFFs by titration. Supernatants were harvested at the indicated times and stored at -80°C until titration. Determination of virus yields in the inocula and the harvested supernatants from the multistep and single-step growth kinetics experiments was performed in triplicate by titration on HFFs as described previously [34].
The efficiency of cell-associated spread was determined in a focus expansion assay, as described previously [36]. Briefly, confluent HFFs in 12-well plates were infected with 50, 100, and 150 PFU/well of the respective viruses. After 24 h, the cells were washed thoroughly with warm PBS and cultivated under a 0.65% methylcellulose overlay medium until day 9 of infection. Overlay medium was exchanged with fresh overlay medium at day 5 post infection. For detection of infected cells by indirect immunofluorescence staining, the overlay medium was removed, the cells were washed three times with warm PBS and fixed with ice-cold methanol for 10 min at -20°C. HCMV-infected cells were detected by staining of IE1/2 antigen. The nuclei were counterstained with DAPI. The experiment was repeated two times, and at least 25 foci of each experiment and virus were acquired in the Axio-Observer.Z1 fluorescence microscope with the 10× lens objective.
Immunocytochemistry
Intracellular localisation studies after transient expression were performed in COS-7 cells that were seeded with 3.3×104 cells per well on glass coverslips in a 24-well plate. The next day, cells were transfected with the respective DNAs by using Lipofectamine LTX (Invitrogen) according to the manufacturer’s protocol. Between 20 to 24 hours post-transfection, cells were fixed with 4% (v/v) paraformaldehyde (PFA) in PBS for 10 min at 4°C and prepared for localisation analysis by using indirect immunofluorescence staining.
For conditional expression during infection, approx. 5×106 MRC-5 cells were transfected by electroporation with 3 μg of DNA of the inducible expression vector for VPS4A-FLAG (pSVT-VPS4-FLAG) using 260 V, 1050 μF and a 0.4 mm electroporation cuvette. Cells were then recovered from the cuvette in DMEM and seeded into a T25 flask. Next day, transfected cells were seeded on μ-Slide 8-well chamber slides (Ibidi) and infected with different viruses at an MOI of 0.5 to 1. Expression of VPS4A-FLAG was induced by addition of 100 ng/mL doxycycline at day 1 of infection and renewed every 24 hours. For immunofluorescence analysis, cells were fixed after the indicated times with 4% (v/v) PFA in PBS for 10 min at 4°C. Indirect immunofluorescence staining for infected cells as well as transfected cells was performed exactly as described previously [14,104]. Confocal images of both transfected and HCMV-infected cells were acquired using the 63× lens objective of the Axio-Observer Z1 fluorescence microscope (Zeiss) equipped with Apotome2. The images were processed with Zen 2.3 software (Zeiss).
Bimolecular fluorescence complementation (BiFC)
The BiFC assay was performed as previously described [105]. Therefore, MRC-5 cells were first transfected by electroporation as described in section immunocytochemistry with the DNA of conditional expression vectors expressing either YC-VPS4A-FLAG, YC-VPS4A-FLAG-V13D, or YC-VPS4A-FLAG-V64D fusion proteins. Transfected cells were subsequently infected with TB71-YN at an MOI of 1. Expression was induced by addition of doxycycline (250 ng/mL) at day 2 of infection and renewed every 24 hours. Confocal images of Citrine fluorescence of infected cells were acquired using the 63× lens objective of the Axio-Observer Z1 fluorescence microscope (Zeiss) equipped with Apotome2 after their fixation at 5 dpi and indirect immunofluorescence detection of the FLAG-epitope.
Immunoprecipitation and Immunoblotting
Co-immunoprecipitation (Co-IP) experiments were performed after 48 hours of transient expression in HEK293FT cells. Briefly, 7×105 cells were seeded per well in a 6-well plate and transfected the next day with 2 μg total DNA. At 48 h post-transfection, cells were washed twice with PBS and lysed for 20 min on ice in lysis buffer (50 mM Tris-HCl, pH 8.0, 150 mM NaCl, 5 mM EDTA, 0.5% NP-40, supplemented with protease inhibitors [Roche]). Centrifugation at 13,000×g for 10 min at 4°C was then used to remove cell debris. One aliquot of the lysate was retained as lysate control and the rest was used for Co-IP experiments. Equal volumes of lysate were used for all samples. Protein G Dynabeads (Thermo Fisher) were washed with binding buffer (0.1M sodium phosphate buffer, 0.01% TWEEN-20) and then conjugated with FLAG antibody (M2, Sigma) according to the manufacturer’s protocol. For immunoprecipitation, the FLAG antibody-conjugated beads were incubated with the lysate for 1 hour at room temperature. After three washes with lysis buffer, the beads were taken up in 20 μL of 2× SDS sample buffer, incubated at 95°C for 10 min and subjected to SDS-PAGE. The subsequent analysis of the interaction partners was performed by immunoblot analysis as previously described [34].
Ultrastructural analysis
Electron microscopy and quantification of virus morphogenesis stages was performed as previously described [34]. Briefly, HFFs were cultured on carbon-coated sapphire discs and infected at an MOI of 0.5. At 5 days post infection, the cells were immobilised by high-pressure freezing and freeze substituted, embedded in Epon, and ultrathin sections were mounted on copper grids. The sections were imaged with a JEOL JEM-1400 transmission electron microscope equipped with a CCD camera at an acceleration voltage of 120 kV. The quantification of virus morphogenesis stages was done by counting fully enveloped and budding virus particles in arbitrarily chosen areas of the HCMV cVAC. Micrographs from at least 14 cells for each virus from two independent experiments were used for the quantitative analyses.
Protein purification
Proteins were expressed in Escherichia coli T7 Express lysY/Iq cells (New England Biolabs) in 2×TY medium at 37°C to an OD600 of 0.8–1.2 before inducing protein expression by addition of 0.4 mM isopropyl β-d-thiogalactopyranoside (IPTG). Expression of GST-tagged pUL71 truncations was induced at 37°C for 3 h, whereas expression of GST-VPS4A MIT domain was induced at 22°C for 16 h. Cells were resuspended at 4°C in GSH lysis buffer (20 mM Tris pH 7.5, 300 mM NaCl, 0.5 mM MgCl2, 1.4 mM β-mercaptoethanol, 0.05% TWEEN-20) supplemented with 200–400 U bovine DNase I (Merck) and 200 μL EDTA-free protease inhibitor cocktail (Merck) before lysis using a TS series cell disruptor (Constant Systems) at 24 kpsi. Lysates were cleared by centrifugation (40,000×g, 30 min, 4°C) and incubated with glutathione Sepharose 4B (Cytiva) for 1 h at 4°C before extensive washing (≥ 20 column volumes) with GSH wash buffer (20 mM Tris pH 7.5, 300 mM NaCl, 1 mM DTT) and elution using wash buffer supplemented with 25 mM reduced l-glutathione. GST-tagged pUL71 truncations were subjected to size-exclusion chromatography (SEC) using a Superdex 200 16/600 column (Cytiva) equilibrated in GSH wash buffer. For GST-VPS4A MIT domain, the GST tag was removed by supplementing the pooled SEC fractions containing the protein of interest with 0.5 mM EDTA and incubating overnight at 4°C with 50 μg of GST-tagged human rhinovirus 3C protease. Free GST and uncleaved GST-VPS4A MIT domain were captured using glutathione Sepharose and the cleaved complex was subjected to SEC using an S75 10/300 GL column (Cytiva) equilibrated in 50 mM HEPES pH 8, 100 mM NaCl, 0.5 mM Tris(2-carboxyethyl)phosphine (TCEP).
Isothermal titration calorimetry
Where necessary, proteins were exchanged into ITC buffer (50 mM HEPES pH 8, 100 mM NaCl, 0.5 mM TCEP) by SEC using Superdex 200 (GST-tagged titrants) or 75 (VPS4 MIT domain) 10/300 GL columns (Cytiva), or by extensive dialysis using tubing with a 3.5 kDa molecular weight cut-off (Pierce). Protein concentrations were estimated from A280 using extinction coefficients calculated from the protein sequence [106]. Peptides encoding residues 166–181 of human CHMP6 or various truncations of HCMV pUL71 were purchased from Genscript at >95% purity and the dry peptides were resuspended in ITC buffer to the desired concentration. ITC experiments were performed at 25°C using an MicroCal PEAQ-ITC automated calorimeter (Malvern Panalytical). Titrants (GST-pUL71, GST-CHMP6 or peptides) were titrated into VPS4A MIT domain using either 19×2 μL or 12×3 μL injections (S1 Table). Data were analysed using the MicroCal PEAQ-ITC analysis software (Malvern Panalytical) and fitted using a one-site binding model.
Molecular dynamics and umbrella sampling
Molecular dynamics simulations were performed using GROMACS version 2020.2 [107]. The starting model was a pUL71(300–325):VPS4A MIT domain complex predicted using AlphaFold-Multimer [47] version 1.2.1 and amino acid substitutions in pUL71 were incorporated using the mutagenesis wizard in PyMOL, selecting the rotamer with the lowest strain. Models were relaxed to resolve side chain clashes by simulation using the Amber99SB-ILDN force field [108,109]. The model was placed in an octahedral box at least 1.0 nm larger than the protein in all dimensions, with periodic boundary conditions, that was explicitly solvated using the TIP3P water model [110] and 200 mM NaCl, including additional counter-ions where necessary to neutralise the system charge. Energy minimisation was performed using the steepest descents algorithm with a maximum force tolerance of 500 kJ/mol/nm. Equilibration was performed in two phases with position restraints applied to all non-hydrogen protein atoms. Protein and non-protein atoms were coupled to separate temperature baths maintained at 310 K using the Berendsen weak coupling method [111]. The first phase involved simulation for 100 ps under a constant volume (NVT) ensemble, at the start of which initial velocities were generated using a random seed. Following NVT equilibration the system was equilibrated for 100 ps under a constant pressure (NPT) ensemble, with system pressure maintained at 1.0 bar using the isotropic Berendsen barostat [111]. Production simulations were performed over 10 ns using the V-rescale modified Berendsen thermostat [112] and the isotropic Parrinello-Rahman barostat [113] in the absence of any atomic restraints. Short-range Coulomb and Van der Waals cut- offs of 1.0 nm were employed, while long-range electrostatics were treated using the Particle-Mesh Ewald (PME) method [114,115] with cubic (fourth-order) interpolation. Hydrogen bonds were restrained using the LINear Constraint Solver (LINCS) algorithm [116]. Dispersion correction was applied to energy and pressure terms to account for truncation of Van der Waals terms.
All steps following energy minimisation were performed five times for each pUL71 mutant so that five random seeds were sampled during velocity generation. All trajectories were corrected for periodic boundary conditions such that both protein molecules remained intact throughout the trajectory. The final frame of the trajectory with lowest mean backbone RMSD for the final 8 ns of the simulation was chosen as the starting model for umbrella sampling. These models were placed in a cuboidal box (5.375 × 20.000 × 6.198 nm) with the vector joining the centres of mass (COMs) of pUL71 and VPS4 aligned with the longest (y) box vector. The box was solvated, ions were added, energy minimisation was performed, and the system was equilibrated as described above. Initial configurations for umbrella sampling were generated using steered molecular dynamics. Non-hydrogen atoms of VPS4A, which served as the reference species, were restrained while the pUL71 peptide was pulled via its COM along the y axis using a spring constant of 1000 kJ/mol/nm2 and a pull rate of 0.01 nm/ps, to achieve a total COM separation of approximately 5 nm over 500 ps. The Nosé-Hoover thermostat [117,118] was combined with the isotropic Parrinello-Rahman barostat [113] to ensure that a true NPT ensemble was sampled; all other parameters were as above. From these trajectories, snapshots were taken as the starting configurations for umbrella sampling simulations, with window spacing of 0.1 nm from 0–2.5 nm COM separation and 0.2 nm for > 2.5 nm COM separation. Each of these configurations was equilibrated under an NPT ensemble as described above before data collection. Production simulations were performed for 10 ns using the Nosé-Hoover thermostat [117,118] and Parrinello-Rahman barostat [113], with non-hydrogen atoms of VPS4A subject to position restraints. The COM distance between pUL71 and VPS4 was maintained using a harmonic restraint applied to the pUL71 COM with a spring constant of 1000 kJ/mol/nm2. Where particular VPS4A:pUL71 COM separations were not sufficiently sampled, additional umbrella sampling simulations were performed in these regions using starting configurations obtained from the original steered MD trajectories.
Umbrella simulations were analysed using the weighted histogram analysis method [119–121] as implemented in GROMACS [122] at 310 K, with potential of mean force (PMF) profiles set to zero at a COM distance of four nanometres. Error analysis was performed using 200 bootstraps, in which complete histograms were considered as independent data points, and random weights were assigned to each histogram (“Bayesian bootstrap”) [122].
VLP release assay and p24 ELISA
HEK293T cells were transfected with decreasing amounts of HCMV UL71-FLAG (500, 250, 125 and 62.5 ng) and 500 ng of HIV-1 Gag-CFP (kindly provided by D. Sauter, Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany). VLP release was assessed from lysates of supernatants at 48 h post transfection that were cleared of cell debris by centrifugation (1100 rpm for 10 min in a tabletop centrifuge). Transfected cells were washed one time with PBS before lysis using 1% Triton X100 lysis buffer. To determine Gag abundance, lysates of cells and supernatants were analysed using p24 ELISA. ELISA high bind 96 well plates were coated with 100 μL/well of 0.5 mg/mL anti-HIV-1 p24 monoclonal coating antibody (NIH AIDS reagent program, 183-H12-5C) in 1× PBS. Plates were washed three times with PBST (PBS with 0.05% TWEEN-20), blocked with blocking solution (PBST with 10% foetal calf serum) for 2 h at 37°C and washed again three times with PBST. Afterwards, cell lysates were diluted within ELISA sample dilution buffer (PBST with 0.05% Triton X100) in a 1:2 dilution series ranging from 1:50 to 1:1600. Lysates of supernatants were diluted ranging from undiluted to 1:32. As a reference, 10 μg/mL p24 standard solution was used in a 1:2 dilution series. Each sample dilution as well as the p24 standard dilution were applied to the ELISA plate and incubated at room temperature overnight. ELISA plates were washed three times with PBST before incubation with the polyclonal anti-p24 primary antibody (Eurogentec, Germany) diluted 1:1000 in blocking solution for 1 h at 37°C. ELISA plates were washed again and incubated with horseradish peroxidase conjugated goat anti-rabbit IgG antibody (Dianova, Germany) diluted 1:2000 in blocking solution for 1h at 37°C. Afterwards, ELISA plates were washed and incubated with SureBlue TMB Microwell peroxidase substrate (Seracare) on a shaking platform for 20 min at room temperature before stopping the reaction with 0.5 M sulfuric acid and measurement using the CHAMELEON Plate Fluoro-Lumino-Photometer. The relative VLP release was calculated from the amount of p24 in supernatant relative to intracellular p24 from whole cell lysates. This was normalised to the amount of released versus intracellular p24 signal for cells transfected with Gag alone (no pUL71-FLAG).
Statistical analysis
Statistical tests were performed using Prism version 7.0.4 (GraphPad Software). Virus growth assays (Fig 7A) were analysed by repeated measurement two-way ANOVA where the virus yields for each independent (biological) experiment at each time point was the average of two technical replicates. Comparisons between WT and mutant virus yields at each time point were performed using Dunnett’s multiple comparison test. Plaque size data (Fig 7B) was analysed using a Mann Whitney test as a D’Agostino & Pearson normality test showed the plaque size data for the WT virus to not be normally distributed.
Supporting information
S1 Table. Thermodynamic properties of the interactions with VPS4 MIT domain.
As quantitated by isothermal titration calorimetry (ITC). Data for independent experiments are shown. For all, the cell contained human VPS4 MIT domain (residues 1–84) and pUL71 is from HCMV unless stated otherwise.–, no binding detected.
https://doi.org/10.1371/journal.ppat.1012300.s001
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S1 Fig. ITC analysis of GST-tagged truncations identifies pUL71 residues 300–325 as necessary and sufficient for binding the VPS4A MIT domain.
(A) ITC analysis of the interaction between purified VPS4A MIT domain and GST-tagged truncations of the pUL71 C-terminal tail. (B) Coomassie-stained SDS-PAGE of purified GST-tagged pUL71 C-terminal truncations and VPS4A MIT domain used for ITC analysis.
https://doi.org/10.1371/journal.ppat.1012300.s002
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S2 Fig. Umbrella sampling of the predicted pUL71(300–325):VPS4A MIT domain interaction.
Histograms representing the distribution of pUL71:VPS4A centre-of-mass distances sampled in individual simulations along the reaction coordinate are shown for each pUL71 mutant.
https://doi.org/10.1371/journal.ppat.1012300.s003
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S3 Fig. VPS4A binding is conserved across primate cytomegaloviruses.
(A) Alignment of vMIM2 sequences of pUL71 homologues from primate cytomegaloviruses: saimiriine betaherpesivirus 4 (SaHV-4), chimpanzee cytomegalovirus (ChCMV), rhesus macaque cytomegalovirus (RhCMV), aotine betaherpesvirus 1 (AoHV-1), cynomolgus macaque cytomegalovirus (CyCMV), and simian cytomegalovirus (SCMV). The secondary structure of the pUL71 predicted structure is shown above. The pUL71 homologue vMIM2 consensus sequence is shown below, where Ω denotes a large hydrophobic residue, x denotes any residue, ϕ denotes a small hydrophobic residue (including proline), and where the underlined residues are within an α-helix. (B) Superposition of the predicted structure pUL71 vMIM2s (Cα traces) from SaHV-4 (blue), ChCMV (orange), RhCMV (green), AoHV-1 (red), CyCMV (yellow) and SCMV (brown) onto the prediction of human cytomegalovirus (HCMV, violet) in complex with human VPS4A MIT domain (cyan molecular surface). Predictions were performed using the VPS4A MIT domain sequence from the cognate host species for each virus, but for clarity only the human VPS4A MIT domain is shown. (C) Per-residue pLDDT scores of residues in the vMIM2s are shown. (D) PAE matrices for predicted pUL71 vMIM2:VPS4 MIT domain complexes.
https://doi.org/10.1371/journal.ppat.1012300.s004
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S4 Fig. VPS4A binding is conserved across rodent cytomegaloviruses.
(A) Alignment of vMIM2 sequences of pUL71 homologues from mouse cytomegalovirus (MuHV-1) and the England isolate of rat cytomegalovirus (MuHV-8). The secondary structure of the pUL71 predicted structure is shown above. The pUL71 homologue vMIM2 consensus sequence is shown below, where Ω denotes a large hydrophobic residue, x denotes any residue, ϕ denotes a small hydrophobic residue (including proline), and where the underlined residues are within an α-helix. (B) Superposition of the predicted structures of pUL71 vMIM2s (Cα traces) from MuHV-1 (tan) and MuHV-8 (yellow) onto the prediction of human cytomegalovirus pUL71 (HCMV, violet) in complex with the human VPS4A MIT domain (cyan molecular surface). Predictions were performed using the VPS4A sequence from the cognate host species for each virus, but for clarity only the human VPS4A MIT domain is shown. (C) Per-residue pLDDT scores of residues in the vMIM2s are shown. (D) PAE matrices for predicted pUL71 vMIM2:VPS4 MIT domain complexes. (E) Anti-FLAG immunoprecipitation (IP) from cells co-transfected with human VPS4A-FLAG and HA-tagged pUL71 from HCMV and MuHV-1. Samples were immunoblotted using antibodies as shown.
https://doi.org/10.1371/journal.ppat.1012300.s005
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S5 Fig. HCMV proteins with sequences that match the vMIM2 consensus.
(A) Alignment of regions from HCMV proteins that match the vMIM2 consensus sequence. The vMIM2 consensus sequence is shown below, where Ω denotes a large hydrophobic residue, x denotes any residue, ϕ denotes a small hydrophobic residue (including proline), and where the underlined residues are within an α-helix. (B) AlphaFold2 predicted structures [45] of HCMV proteins containing potential vMIM2s. Predicted structures are shown as ribbons coloured by prediction confidence, from red (pLDDT = 50, low confidence) to blue (pLDDT = 90, high confidence). Regions that match the vMIM2 consensus are highlighted, with side chains shown and Cα atoms represented as pink spheres. The potential vMIM2 sequences of pUL31, pUL57 and pUS22 lie within well-ordered regions and would be inaccessible to VPS4A. The potential vMIM2 of pUL141 is in an extracellular region of the protein and would be similarly unable to engage the cytosolic MIT domain of VPS4A. (C) Superposition of the structures of potential vMIM2s (Cα traces) from pUL71 (residues 300–325, violet), pUL72 (residues 333–358, cyan), pp28 (a.k.a. pUL99; residues 131–156, green), pUL29 (residues 301–326, orange) and pUS30 (residues 321–332, red) in complex with the human VPS4A MIT domain (cyan molecular surface) as predicted using AlphaFold-Multimer version 2.3.1. For clarity only the human VPS4A MIT domain from the predicted complex with pUL71 is shown. (D) Per-residue pLDDT scores of residues in the potential vMIM2s are shown. All except pUL71 and pUL72 are predicted with very low confidence. (E) PAE matrices for pUL71 vMIM2 and potential pUL72 vMIM2 in complex with VPS4 MIT domain. (F) Comparison of predicted conformations of the vMIM2 from pUL71 (violet) and the potential vMIM2 from pUL72 (cyan) in complex with the VPS4A MIT domain (omitted for clarity). Residues that are predicted to form part of the well-ordered globular domain of pUL72 are highlighted in dark blue. The vMIM2 consensus is shown below, with key residues identified. (G) AlphaFold-Multimer prediction of full-length pUL72 (ribbons coloured by prediction confidence), in complex with the VPS4A MIT domain (white ribbons). Residues that match the vMIM2 consensus (highlighted) are distal from VPS4A, suggesting they do not engage the VPS4A MIT domain in the context of full-length pUL72.
https://doi.org/10.1371/journal.ppat.1012300.s006
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S6 Fig. VPS4A recruitment to the cVAC is not required for efficient virus wrapping in human monocyte-derived macrophages (MDMs).
(A) Mutations in the pUL71 vMIM2 motif do not affect virus release. MDMs were infected (MOI 3) with HCMV WT (□), TB71mutPPAA (○) or TB71del315–326 (▽). The supernatant of infected cells was harvested at the indicated times post infection and the virus yield was determined by titration on HFFs. Data is shown from one experiment. Virus yields of the inocula are given at time zero. (B) Virus morphogenesis of TB-71mutPPAA in MDMs 6 days post-infection was analysed by electron microscopy and quantified from 26 cells. Relative numbers represent percent of enveloped particles, non-enveloped particles attached to membranes (budding particles), and non-enveloped particles (naked particles) at the cVACs of infected cells. *Data from equivalent experiments performed using MDMs infected with wild-type and TBstop71 HCMV are shown for comparison [29].
https://doi.org/10.1371/journal.ppat.1012300.s007
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S7 Fig. pUL71 does not inhibit ESCRT-mediated budding of HIV-1 Gag virus-like particles (VLPs).
Virus-like particle (VLP) release was monitored following transfection of HEK293 cells with Gag-CFP (500 ng) and indicated amounts of pUL71-FLAG. (A) VLP release was assessed by monitoring abundance of Gag-CFP in supernatants (VLPs) relative to the corresponding whole cell lysates (WCLs) at 48 hours post transfection using a p24 (Gag capsid domain) ELISA. Data show the mean and standard deviation of the relative VLP release (p24 from VLPs / WCLs) from four individual experiments for each condition. Statistical analysis by a two tailed T-test showed no significant difference in VLP release when pUL71 is expressed. (B) Representative immunoblots from WCLs detecting expression of Gag-CFP using anti-p24 antibody, pUL71-FLAG using anti-FLAG antibody and β-actin using anti-actin antibody.
https://doi.org/10.1371/journal.ppat.1012300.s008
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Acknowledgments
The authors thank C. Sinzger (Ulm University Hospital), A. Calistri (University of Padova), J. Kudla (University of Muenster), Z. Ruzsics (University Medical Center Freiburg), W. Britt (University of Alabama Birmingham) and D. Sauter (Ulm University Medical Center) for supplying reagents. For the purpose of open access, the author has applied a Creative Commons Attribution (CC BY) licence to any Author Accepted Manuscript version arising. A Titan V graphics card used for this research was donated by the NVIDIA Corporation (to SCG).
References
- 1. Rivera-Cuevas Y, Carruthers VB. The multifaceted interactions between pathogens and host ESCRT machinery. PLoS Pathog. 2023;19: e1011344. pmid:37141275
- 2. Christ L, Raiborg C, Wenzel EM, Campsteijn C, Stenmark H. Cellular Functions and Molecular Mechanisms of the ESCRT Membrane-Scission Machinery. Trends Biochem Sci. 2017;42: 42–56. pmid:27669649
- 3. McCullough J, Frost A, Sundquist WI. Structures, Functions, and Dynamics of ESCRT-III/Vps4 Membrane Remodeling and Fission Complexes. Annu Rev Cell Dev Biol. 2018;34: 85–109. pmid:30095293
- 4. Maity S, Caillat C, Miguet N, Sulbaran G, Effantin G, Schoehn G, et al. VPS4 triggers constriction and cleavage of ESCRT-III helical filaments. Sci Adv. 2019;5: eaau7198. pmid:30989108
- 5. Wenzel DM, Mackay DR, Skalicky JJ, Paine EL, Miller MS, Ullman KS, et al. Comprehensive analysis of the human ESCRT-III-MIT domain interactome reveals new cofactors for cytokinetic abscission. Elife. 2022;11: e77779. pmid:36107470
- 6. Votteler J, Sundquist WI. Virus budding and the ESCRT pathway. Cell Host Microbe. 2013;14: 232–241. pmid:24034610
- 7. Scourfield EJ, Martin-Serrano J. Growing functions of the ESCRT machinery in cell biology and viral replication. Biochem Soc Trans. 2017;45: 613–634. pmid:28620025
- 8. Göttlinger HG, Dorfman T, Sodroski JG, Haseltine WA. Effect of mutations affecting the p6 gag protein on human immunodeficiency virus particle release. Proc Natl Acad Sci U S A. 1991;88: 3195–3199. pmid:2014240
- 9. Huang M, Orenstein JM, Martin MA, Freed EO. p6Gag is required for particle production from full-length human immunodeficiency virus type 1 molecular clones expressing protease. J Virol. 1995;69: 6810–6818. pmid:7474093
- 10. Morita E, Sandrin V, McCullough J, Katsuyama A, Baci Hamilton I, Sundquist WI. ESCRT-III protein requirements for HIV-1 budding. Cell Host Microbe. 2011;9: 235–242. pmid:21396898
- 11. Ahmad I, Wilson DW. HSV-1 Cytoplasmic Envelopment and Egress. Int J Mol Sci. 2020;21: E5969. pmid:32825127
- 12. Close WL, Anderson AN, Pellett PE. Betaherpesvirus Virion Assembly and Egress. Adv Exp Med Biol. 2018;1045: 167–207. pmid:29896668
- 13. Owen DJ, Crump CM, Graham SC. Tegument Assembly and Secondary Envelopment of Alphaherpesviruses. Viruses. 2015;7: 5084–114. pmid:26393641
- 14. Read C, Schauflinger M, Nikolaenko D, Walther P, von Einem J. Regulation of Human Cytomegalovirus Secondary Envelopment by a C-Terminal Tetralysine Motif in pUL71. J Virol. 2019;93: e02244–18. pmid:30996102
- 15. Arii J, Watanabe M, Maeda F, Tokai-Nishizumi N, Chihara T, Miura M, et al. ESCRT-III mediates budding across the inner nuclear membrane and regulates its integrity. Nat Commun. 2018;9: 3379. pmid:30139939
- 16. Lee C-P, Liu P-T, Kung H-N, Su M-T, Chua H-H, Chang Y-H, et al. The ESCRT machinery is recruited by the viral BFRF1 protein to the nucleus-associated membrane for the maturation of Epstein-Barr Virus. PLoS Pathog. 2012;8: e1002904. pmid:22969426
- 17. Calistri A, Sette P, Salata C, Cancellotti E, Forghieri C, Comin A, et al. Intracellular trafficking and maturation of herpes simplex virus type 1 gB and virus egress require functional biogenesis of multivesicular bodies. J Virol. 2007;81: 11468–11478. pmid:17686835
- 18. Crump CM, Yates C, Minson T. Herpes simplex virus type 1 cytoplasmic envelopment requires functional Vps4. J Virol. 2007;81: 7380–7387. pmid:17507493
- 19. Fraile-Ramos A, Pelchen-Matthews A, Risco C, Rejas MT, Emery VC, Hassan-Walker AF, et al. The ESCRT machinery is not required for human cytomegalovirus envelopment. Cell Microbiol. 2007;9: 2955–2967. pmid:17760879
- 20. Tandon R, AuCoin DP, Mocarski ES. Human cytomegalovirus exploits ESCRT machinery in the process of virion maturation. J Virol. 2009;83: 10797–10807. pmid:19640981
- 21. Streck NT, Carmichael J, Buchkovich NJ. Nonenvelopment Role for the ESCRT-III Complex during Human Cytomegalovirus Infection. J Virol. 2018;92: e02096–17. pmid:29618648
- 22. Das S, Pellett PE. Spatial relationships between markers for secretory and endosomal machinery in human cytomegalovirus-infected cells versus those in uninfected cells. J Virol. 2011;85: 5864–5879. pmid:21471245
- 23. Moorman NJ, Sharon-Friling R, Shenk T, Cristea IM. A Targeted Spatial-Temporal Proteomics Approach Implicates Multiple Cellular Trafficking Pathways in Human Cytomegalovirus Virion Maturation. Molecular & Cellular Proteomics. 2010;9: 851–860. pmid:20023299
- 24. Alwine JC. The human cytomegalovirus assembly compartment: a masterpiece of viral manipulation of cellular processes that facilitates assembly and egress. PLoS Pathog. 2012;8: e1002878. pmid:23028305
- 25. Das S, Vasanji A, Pellett PE. Three-dimensional structure of the human cytomegalovirus cytoplasmic virion assembly complex includes a reoriented secretory apparatus. J Virol. 2007;81: 11861–11869. pmid:17715239
- 26. Homman-Loudiyi M, Hultenby K, Britt W, Söderberg-Nauclér C. Envelopment of human cytomegalovirus occurs by budding into Golgi-derived vacuole compartments positive for gB, Rab 3, trans-golgi network 46, and mannosidase II. J Virol. 2003;77: 3191–3203. pmid:12584343
- 27. Sanchez V, Sztul E, Britt WJ. Human cytomegalovirus pp28 (UL99) localizes to a cytoplasmic compartment which overlaps the endoplasmic reticulum-golgi-intermediate compartment. J Virol. 2000;74: 3842–3851. pmid:10729158
- 28. Sanchez V, Greis KD, Sztul E, Britt WJ. Accumulation of virion tegument and envelope proteins in a stable cytoplasmic compartment during human cytomegalovirus replication: characterization of a potential site of virus assembly. J Virol. 2000;74: 975–986. pmid:10623760
- 29. Schauflinger M, Villinger C, Mertens T, Walther P, von Einem J. Analysis of human cytomegalovirus secondary envelopment by advanced electron microscopy. Cell Microbiol. 2013;15: 305–314. pmid:23217081
- 30. Rebmann GM, Grabski R, Sanchez V, Britt WJ. Phosphorylation of Golgi Peripheral Membrane Protein Grasp65 Is an Integral Step in the Formation of the Human Cytomegalovirus Cytoplasmic Assembly Compartment. mBio. 2016;7: e01554–16. pmid:27703074
- 31. Butt BG, Owen DJ, Jeffries CM, Ivanova L, Hill CH, Houghton JW, et al. Insights into herpesvirus assembly from the structure of the pUL7:pUL51 complex. Elife. 2020;9: 53789. pmid:32391791
- 32. Ahlqvist J, Mocarski E. Cytomegalovirus UL103 controls virion and dense body egress. J Virol. 2011;85: 5125–5135. pmid:21345947
- 33. Das S, Ortiz DA, Gurczynski SJ, Khan F, Pellett PE. Identification of human cytomegalovirus genes important for biogenesis of the cytoplasmic virion assembly complex. J Virol. 2014;88: 9086–9099. pmid:24899189
- 34. Schauflinger M, Fischer D, Schreiber A, Chevillotte M, Walther P, Mertens T, et al. The tegument protein UL71 of human cytomegalovirus is involved in late envelopment and affects multivesicular bodies. J Virol. 2011;85: 3821–3832. pmid:21289123
- 35. Womack A, Shenk T. Human cytomegalovirus tegument protein pUL71 is required for efficient virion egress. mBio. 2010;1: e00282–10. pmid:21151777
- 36. Dietz AN, Villinger C, Becker S, Frick M, von Einem J. A Tyrosine-Based Trafficking Motif of the Tegument Protein pUL71 Is Crucial for Human Cytomegalovirus Secondary Envelopment. J Virol. 2018;92: e00907–17. pmid:29046458
- 37. Meissner CS, Suffner S, Schauflinger M, von Einem J, Bogner E. A leucine zipper motif of a tegument protein triggers final envelopment of human cytomegalovirus. J Virol. 2012;86: 3370–3382. pmid:22205740
- 38. Fuchs W, Granzow H, Klopfleisch R, Klupp BG, Rosenkranz D, Mettenleiter TC. The UL7 gene of pseudorabies virus encodes a nonessential structural protein which is involved in virion formation and egress. J Virol. 2005;79: 11291–11299. pmid:16103181
- 39. Jiang H-F, Wang W, Jiang X, Zeng W-B, Shen Z-Z, Song Y-G, et al. ORF7 of Varicella-Zoster Virus Is Required for Viral Cytoplasmic Envelopment in Differentiated Neuronal Cells. J Virol. 2017;91: e00127–17. pmid:28356523
- 40. Klupp BG, Bottcher S, Granzow H, Kopp M, Mettenleiter TC. Complex formation between the UL16 and UL21 tegument proteins of pseudorabies virus. J Virol. 2005;79: 1510–22. pmid:15650177
- 41. Albecka A, Owen DJ, Ivanova L, Brun J, Liman R, Davies L, et al. Dual Function of the pUL7-pUL51 Tegument Protein Complex in Herpes Simplex Virus 1 Infection. J Virol. 2017;91: e02196–16. pmid:27852850
- 42. Nozawa N, Kawaguchi Y, Tanaka M, Kato A, Kato A, Kimura H, et al. Herpes simplex virus type 1 UL51 protein is involved in maturation and egress of virus particles. J Virol. 2005;79: 6947–6956. pmid:15890934
- 43. Roller RJ, Fetters R. The herpes simplex virus 1 UL51 protein interacts with the UL7 protein and plays a role in its recruitment into the virion. J Virol. 2015;89: 3112–3122. pmid:25552711
- 44. He H-P, Luo M, Cao Y-L, Lin Y-X, Zhang H, Zhang X, et al. Structure of Epstein-Barr virus tegument protein complex BBRF2-BSRF1 reveals its potential role in viral envelopment. Nat Commun. 2020;11: 5405. pmid:33106493
- 45. Bogdanow B, Gruska I, Mühlberg L, Protze J, Hohensee S, Vetter B, et al. Spatially resolved protein map of intact human cytomegalovirus virions. Nat Microbiol. 2023;8: 1732–1747. pmid:37550507
- 46. Kieffer C, Skalicky JJ, Morita E, De Domenico I, Ward DM, Kaplan J, et al. Two distinct modes of ESCRT-III recognition are required for VPS4 functions in lysosomal protein targeting and HIV-1 budding. Dev Cell. 2008;15: 62–73. pmid:18606141
- 47. Evans R, O’Neill M, Pritzel A, Antropova N, Senior A, Green T, et al. Protein complex prediction with AlphaFold-Multimer. BioRxiv; 2021 Oct.
- 48. Jumper J, Evans R, Pritzel A, Green T, Figurnov M, Ronneberger O, et al. Highly accurate protein structure prediction with AlphaFold. Nature. 2021;596: 583–589. pmid:34265844
- 49. Gao WND, Gao C, Deane JE, Carpentier DCJ, Smith GL, Graham SC. The crystal structure of vaccinia virus protein E2 and perspectives on the prediction of novel viral protein folds. J Gen Virol. 2022;103. pmid:35020582
- 50. Benedyk TH, Connor V, Caroe ER, Shamin M, Svergun DI, Deane JE, et al. Herpes simplex virus 1 protein pUL21 alters ceramide metabolism by activating the interorganelle transport protein CERT. J Biol Chem. 2022;298: 102589. pmid:36243114
- 51. Krissinel E, Henrick K. Inference of macromolecular assemblies from crystalline state. J Mol Biol. 2007;372: 774–797. pmid:17681537
- 52. Kojima R, Obita T, Onoue K, Mizuguchi M. Structural Fine-Tuning of MIT-Interacting Motif 2 (MIM2) and Allosteric Regulation of ESCRT-III by Vps4 in Yeast. J Mol Biol. 2016;428: 2392–2404. pmid:27075672
- 53. Vild CJ, Xu Z. Vfa1 binds to the N-terminal microtubule-interacting and trafficking (MIT) domain of Vps4 and stimulates its ATPase activity. J Biol Chem. 2014;289: 10378–10386. pmid:24567329
- 54. Fujioka Y, Suzuki SW, Yamamoto H, Kondo-Kakuta C, Kimura Y, Hirano H, et al. Structural basis of starvation-induced assembly of the autophagy initiation complex. Nat Struct Mol Biol. 2014;21: 513–521. pmid:24793651
- 55. Stuchell-Brereton MD, Skalicky JJ, Kieffer C, Karren MA, Ghaffarian S, Sundquist WI. ESCRT-III recognition by VPS4 ATPases. Nature. 2007;449: 740–744. pmid:17928862
- 56. Lemkul JA, Bevan DR. Assessing the stability of Alzheimer’s amyloid protofibrils using molecular dynamics. J Phys Chem B. 2010;114: 1652–1660. pmid:20055378
- 57. Doudou S, Burton NA, Henchman RH. Standard Free Energy of Binding from a One-Dimensional Potential of Mean Force. J Chem Theory Comput. 2009;5: 909–918. pmid:26609600
- 58. Kumar S, Rosenberg JM, Bouzida D, Swendsen RH, Kollman PA. The weighted histogram analysis method for free-energy calculations on biomolecules. I. The method. J Comput Chem. 1992;13: 1011–1021.
- 59. Nozawa N, Daikoku T, Koshizuka T, Yamauchi Y, Yoshikawa T, Nishiyama Y. Subcellular localization of herpes simplex virus type 1 UL51 protein and role of palmitoylation in Golgi apparatus targeting. J Virol. 2003;77: 3204–3216. pmid:12584344
- 60. Yanagi Y, Masud HMAA, Watanabe T, Sato Y, Goshima F, Kimura H, et al. Initial Characterization of the Epstein−Barr Virus BSRF1 Gene Product. Viruses. 2019;11: 285. pmid:30901892
- 61. Tomasec P, Wang ECY, Davison AJ, Vojtesek B, Armstrong M, Griffin C, et al. Downregulation of natural killer cell-activating ligand CD155 by human cytomegalovirus UL141. Nat Immunol. 2005;6: 181–188. pmid:15640804
- 62. Dell’Oste V, Gatti D, Gugliesi F, De Andrea M, Bawadekar M, Lo Cigno I, et al. Innate nuclear sensor IFI16 translocates into the cytoplasm during the early stage of in vitro human cytomegalovirus infection and is entrapped in the egressing virions during the late stage. J Virol. 2014;88: 6970–6982. pmid:24696486
- 63. Seo J-Y, Britt WJ. Cytoplasmic envelopment of human cytomegalovirus requires the postlocalization function of tegument protein pp28 within the assembly compartment. J Virol. 2007;81: 6536–6547. pmid:17392372
- 64. Horii M, Shibata H, Kobayashi R, Katoh K, Yorikawa C, Yasuda J, et al. CHMP7, a novel ESCRT-III-related protein, associates with CHMP4b and functions in the endosomal sorting pathway. Biochem J. 2006;400: 23–32. pmid:16856878
- 65. Pawliczek T, Crump CM. Herpes simplex virus type 1 production requires a functional ESCRT-III complex but is independent of TSG101 and ALIX expression. J Virol. 2009;83: 11254–11264. pmid:19692479
- 66. Lenk M, Visser N, Mettenleiter TC. The pseudorabies virus UL51 gene product is a 30-kilodalton virion component. J Virol. 1997;71: 5635–5638. pmid:9188640
- 67.
Mocarski ES Jr. Comparative analysis of herpesvirus-common proteins. In: Arvin A, Campadelli-Fiume G, Mocarski E, Moore PS, Roizman B, Whitley R, et al., editors. Human Herpesviruses: Biology, Therapy, and Immunoprophylaxis. Cambridge: Cambridge University Press; 2007. Available: http://www.ncbi.nlm.nih.gov/books/NBK47403/
- 68. Roller RJ, Haugo AC, Yang K, Baines JD. The herpes simplex virus 1 UL51 gene product has cell type-specific functions in cell-to-cell spread. J Virol. 2014;88: 4058–4068. pmid:24453372
- 69. Yorikawa C, Shibata H, Waguri S, Hatta K, Horii M, Katoh K, et al. Human CHMP6, a myristoylated ESCRT-III protein, interacts directly with an ESCRT-II component EAP20 and regulates endosomal cargo sorting. Biochem J. 2005;387: 17–26. pmid:15511219
- 70. Weekes MP, Tomasec P, Huttlin EL, Fielding CA, Nusinow D, Stanton RJ, et al. Quantitative temporal viromics: an approach to investigate host-pathogen interaction. Cell. 2014;157: 1460–1472. pmid:24906157
- 71. Corless L, Crump CM, Griffin SDC, Harris M. Vps4 and the ESCRT-III complex are required for the release of infectious hepatitis C virus particles. J Gen Virol. 2010;91: 362–372. pmid:19828764
- 72. Taylor GM, Hanson PI, Kielian M. Ubiquitin depletion and dominant-negative VPS4 inhibit rhabdovirus budding without affecting alphavirus budding. J Virol. 2007;81: 13631–13639. pmid:17913808
- 73. Scheuring S, Röhricht RA, Schöning-Burkhardt B, Beyer A, Müller S, Abts HF, et al. Mammalian cells express two VPS4 proteins both of which are involved in intracellular protein trafficking. J Mol Biol. 2001;312: 469–480. pmid:11563910
- 74. Harel S, Altaras Y, Nachmias D, Rotem-Dai N, Dvilansky I, Elia N, et al. Analysis of individual HIV-1 budding event using fast AFM reveals a multiplexed role for VPS4. Biophys J. 2022;121: 4229–4238. pmid:36042696
- 75. Pishesha N, Harmand TJ, Ploegh HL. A guide to antigen processing and presentation. Nat Rev Immunol. 2022;22: 751–764. pmid:35418563
- 76. Neefjes J, Jongsma MLM, Paul P, Bakke O. Towards a systems understanding of MHC class I and MHC class II antigen presentation. Nat Rev Immunol. 2011;11: 823–836. pmid:22076556
- 77. Streck NT, Zhao Y, Sundstrom JM, Buchkovich NJ. Human Cytomegalovirus Utilizes Extracellular Vesicles To Enhance Virus Spread. J Virol. 2020;94: e00609–20. pmid:32522858
- 78. Turner DL, Korneev DV, Purdy JG, de Marco A, Mathias RA. The host exosome pathway underpins biogenesis of the human cytomegalovirus virion. Elife. 2020;9: e58288. pmid:32910773
- 79. Flomm FJ, Soh TK, Schneider C, Wedemann L, Britt HM, Thalassinos K, et al. Intermittent bulk release of human cytomegalovirus. PLoS Pathog. 2022;18: e1010575. pmid:35925870
- 80. McCullough J, Clague MJ, Urbé S. AMSH is an endosome-associated ubiquitin isopeptidase. J Cell Biol. 2004;166: 487–492. pmid:15314065
- 81. Naviglio S, Mattecucci C, Matoskova B, Nagase T, Nomura N, Di Fiore PP, et al. UBPY: a growth-regulated human ubiquitin isopeptidase. EMBO J. 1998;17: 3241–3250. pmid:9628861
- 82. Row PE, Liu H, Hayes S, Welchman R, Charalabous P, Hofmann K, et al. The MIT domain of UBPY constitutes a CHMP binding and endosomal localization signal required for efficient epidermal growth factor receptor degradation. J Biol Chem. 2007;282: 30929–30937. pmid:17711858
- 83. Agromayor M, Carlton JG, Phelan JP, Matthews DR, Carlin LM, Ameer-Beg S, et al. Essential role of hIST1 in cytokinesis. Mol Biol Cell. 2009;20: 1374–1387. pmid:19129480
- 84. Phillips SA, Barr VA, Haft DH, Taylor SI, Haft CR. Identification and characterization of SNX15, a novel sorting nexin involved in protein trafficking. J Biol Chem. 2001;276: 5074–5084. pmid:11085978
- 85. Hayashi S, Okada T, Igarashi N, Fujita T, Jahangeer S, Nakamura S-I. Identification and characterization of RPK118, a novel sphingosine kinase-1-binding protein. J Biol Chem. 2002;277: 33319–33324. pmid:12077123
- 86. Sayers EW, Bolton EE, Brister JR, Canese K, Chan J, Comeau DC, et al. Database resources of the national center for biotechnology information. Nucleic Acids Res. 2022;50: D20–D26. pmid:34850941
- 87. Steinegger M, Söding J. MMseqs2 enables sensitive protein sequence searching for the analysis of massive data sets. Nat Biotechnol. 2017;35: 1026–1028. pmid:29035372
- 88. Papadopoulos JS, Agarwala R. COBALT: constraint-based alignment tool for multiple protein sequences. Bioinformatics. 2007;23: 1073–1079. pmid:17332019
- 89. Livingstone CD, Barton GJ. Protein sequence alignments: a strategy for the hierarchical analysis of residue conservation. Comput Appl Biosci. 1993;9: 745–756. pmid:8143162
- 90. Sigrist CJA, de Castro E, Cerutti L, Cuche BA, Hulo N, Bridge A, et al. New and continuing developments at PROSITE. Nucleic Acids Res. 2013;41: D344–347. pmid:23161676
- 91. Hunter JD. Matplotlib: A 2D Graphics Environment. Comput Sci Eng. 2007;9: 90–95.
- 92. Rowe WP, Hartley JW, Waterman S, Turner HC, Huebner RJ. Cytopathogenic agent resembling human salivary gland virus recovered from tissue cultures of human adenoids. Proc Soc Exp Biol Med. 1956;92: 418–424. pmid:13350367
- 93. Quinnan GV, Delery M, Rook AH, Frederick WR, Epstein JS, Manischewitz JF, et al. Comparative virulence and immunogenicity of the Towne strain and a nonattenuated strain of cytomegalovirus. Ann Intern Med. 1984;101: 478–483. pmid:6089634
- 94. Davison AJ, Akter P, Cunningham C, Dolan A, Addison C, Dargan DJ, et al. Homology between the human cytomegalovirus RL11 gene family and human adenovirus E3 genes. J Gen Virol. 2003;84: 657–663. pmid:12604818
- 95. Grazia Revello M, Baldanti F, Percivalle E, Sarasini A, De-Giuli L, Genini E, et al. In vitro selection of human cytomegalovirus variants unable to transfer virus and virus products from infected cells to polymorphonuclear leukocytes and to grow in endothelial cells. J Gen Virol. 2001;82: 1429–1438. pmid:11369888
- 96. Sinzger C, Schmidt K, Knapp J, Kahl M, Beck R, Waldman J, et al. Modification of human cytomegalovirus tropism through propagation in vitro is associated with changes in the viral genome. J Gen Virol. 1999;80 (Pt 11): 2867–2877. pmid:10580048
- 97. Sinzger C, Hahn G, Digel M, Katona R, Sampaio KL, Messerle M, et al. Cloning and sequencing of a highly productive, endotheliotropic virus strain derived from human cytomegalovirus TB40/E. J Gen Virol. 2008;89: 359–368. pmid:18198366
- 98. Tischer BK, von Einem J, Kaufer B, Osterrieder N. Two-step red-mediated recombination for versatile high-efficiency markerless DNA manipulation in Escherichia coli. Biotechniques. 2006;40: 191–197. pmid:16526409
- 99. Chevillotte M, Schubert A, Mertens T, von Einem J. Fluorescence-based assay for phenotypic characterization of human cytomegalovirus polymerase mutations regarding drug susceptibility and viral replicative fitness. Antimicrob Agents Chemother. 2009;53: 3752–3761. pmid:19546362
- 100. Strack B, Calistri A, Craig S, Popova E, Göttlinger HG. AIP1/ALIX is a binding partner for HIV-1 p6 and EIAV p9 functioning in virus budding. Cell. 2003;114: 689–699. pmid:14505569
- 101. Rupp B, Ruzsics Z, Sacher T, Koszinowski UH. Conditional cytomegalovirus replication in vitro and in vivo. J Virol. 2005;79: 486–494. pmid:15596841
- 102. Walter M, Chaban C, Schütze K, Batistic O, Weckermann K, Näke C, et al. Visualization of protein interactions in living plant cells using bimolecular fluorescence complementation. Plant J. 2004;40: 428–438. pmid:15469500
- 103. Graham SC, Wartosch L, Gray SR, Scourfield EJ, Deane JE, Luzio JP, et al. Structural basis of Vps33A recruitment to the human HOPS complex by Vps16. Proc Natl Acad Sci U S A. 2013;110: 13345–50. pmid:23901104
- 104. Brock I, Krüger M, Mertens T, von Einem J. Nuclear targeting of human cytomegalovirus large tegument protein pUL48 is essential for viral growth. J Virol. 2013;87: 6005–6019. pmid:23514890
- 105. Becker S, von Einem J. Detection of protein interactions during virus infection by bimolecular fluorescence complementation. Methods Mol Biol. 2013;1064: 29–41. pmid:23996248
- 106.
Gasteiger E, Hoogland C, Gattiker A, Duvaud S, Wilkins MR, Appel RD, et al. Protein Identification and Analysis Tools on the ExPASy Server. In: Walker JM, editor. The Proteomics Protocols Handbook. Totowa, NJ: Humana Press; 2005. pp. 571–607. https://doi.org/10.1385/1-59259-890-0:571
- 107. Abraham MJ, Murtola T, Schulz R, Páll S, Smith JC, Hess B, et al. GROMACS: High performance molecular simulations through multi-level parallelism from laptops to supercomputers. SoftwareX. 2015;1–2: 19–25. https://doi.org/10.1016/j.softx.2015.06.001
- 108. Hornak V, Abel R, Okur A, Strockbine B, Roitberg A, Simmerling C. Comparison of multiple Amber force fields and development of improved protein backbone parameters. Proteins. 2006;65: 712–725. pmid:16981200
- 109. Lindorff-Larsen K, Piana S, Palmo K, Maragakis P, Klepeis JL, Dror RO, et al. Improved side-chain torsion potentials for the Amber ff99SB protein force field. Proteins. 2010;78: 1950–1958. pmid:20408171
- 110. Jorgensen WL, Chandrasekhar J, Madura JD, Impey RW, Klein ML. Comparison of simple potential functions for simulating liquid water. The Journal of Chemical Physics. 1983;79: 926–935.
- 111. Berendsen HJC, Postma JPM, van Gunsteren WF, DiNola A, Haak JR. Molecular dynamics with coupling to an external bath. The Journal of Chemical Physics. 1984;81: 3684–3690.
- 112. Bussi G, Donadio D, Parrinello M. Canonical sampling through velocity rescaling. J Chem Phys. 2007;126: 014101. pmid:17212484
- 113. Parrinello M, Rahman A. Polymorphic transitions in single crystals: A new molecular dynamics method. Journal of Applied Physics. 1981;52: 7182–7190.
- 114. Darden T, York D, Pedersen L. Particle mesh Ewald: An N·log(N) method for Ewald sums in large systems. The Journal of Chemical Physics. 1993;98: 10089–10092.
- 115. Essmann U, Perera L, Berkowitz ML, Darden T, Lee H, Pedersen LG. A smooth particle mesh Ewald method. The Journal of Chemical Physics. 1995;103: 8577–8593.
- 116. Hess B, Bekker H, Berendsen HJC, Fraaije JGEM. LINCS: A linear constraint solver for molecular simulations. Journal of Computational Chemistry. 1997;18: 1463–1472.
- 117. Hoover WG. Canonical dynamics: Equilibrium phase-space distributions. Phys Rev A. 1985;31: 1695–1697. pmid:9895674
- 118. Nosé S. A unified formulation of the constant temperature molecular dynamics methods. The Journal of Chemical Physics. 1984;81: 511–519.
- 119. Patey GN, Valleau JP. The free energy of spheres with dipoles: Monte Carlo with multistage sampling. Chemical Physics Letters. 1973;21: 297–300.
- 120. Torrie GM, Valleau JP. Nonphysical sampling distributions in Monte Carlo free-energy estimation: Umbrella sampling. Journal of Computational Physics. 1977;23: 187–199.
- 121. Torrie GM, Valleau JP. Monte Carlo free energy estimates using non-Boltzmann sampling: Application to the sub-critical Lennard-Jones fluid. Chemical Physics Letters. 1974;28: 578–581.
- 122. Hub JS, de Groot BL, van der Spoel D. g_wham—A Free Weighted Histogram Analysis Implementation Including Robust Error and Autocorrelation Estimates. J Chem Theory Comput. 2010;6: 3713–3720.