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Combinations of DIPs and Dprs control organization of olfactory receptor neuron terminals in Drosophila

  • Scott Barish,

    Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Writing – original draft, Writing – review & editing

    Affiliation Department of Biology, Duke University, Durham, NC, United States of America

  • Sarah Nuss,

    Roles Investigation

    Affiliation Department of Biology, Duke University, Durham, NC, United States of America

  • Ilya Strunilin,

    Roles Investigation

    Affiliation Department of Biology, Duke University, Durham, NC, United States of America

  • Suyang Bao,

    Roles Investigation

    Affiliation Department of Biology, Duke University, Durham, NC, United States of America

  • Sayan Mukherjee,

    Roles Data curation, Formal analysis

    Affiliation Department of Statistical Science, Duke University, Durham, NC, United States of America

  • Corbin D. Jones,

    Roles Data curation, Formal analysis, Funding acquisition

    Affiliations Integrative Program for Biological & Genome Sciences, University of North Carolina- Chapel Hill, Chapel Hill, NC, United States of America, Department of Biology, University of North Carolina- Chapel Hill, Chapel Hill, NC, United States of America

  • Pelin C. Volkan

    Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

    pc72@duke.edu

    Affiliations Department of Biology, Duke University, Durham, NC, United States of America, Duke Institute for Brain Sciences, Durham, NC, United States of America

Combinations of DIPs and Dprs control organization of olfactory receptor neuron terminals in Drosophila

  • Scott Barish, 
  • Sarah Nuss, 
  • Ilya Strunilin, 
  • Suyang Bao, 
  • Sayan Mukherjee, 
  • Corbin D. Jones, 
  • Pelin C. Volkan
PLOS
x

Abstract

In Drosophila, 50 classes of olfactory receptor neurons (ORNs) connect to 50 class-specific and uniquely positioned glomeruli in the antennal lobe. Despite the identification of cell surface receptors regulating axon guidance, how ORN axons sort to form 50 stereotypical glomeruli remains unclear. Here we show that the heterophilic cell adhesion proteins, DIPs and Dprs, are expressed in ORNs during glomerular formation. Many ORN classes express a unique combination of DIPs/dprs, with neurons of the same class expressing interacting partners, suggesting a role in class-specific self-adhesion between ORN axons. Analysis of DIP/Dpr expression revealed that ORNs that target neighboring glomeruli have different combinations, and ORNs with very similar DIP/Dpr combinations can project to distant glomeruli in the antennal lobe. DIP/Dpr profiles are dynamic during development and correlate with sensilla type lineage for some ORN classes. Perturbations of DIP/dpr gene function result in local projection defects of ORN axons and glomerular positioning, without altering correct matching of ORNs with their target neurons. Our results suggest that context-dependent differential adhesion through DIP/Dpr combinations regulate self-adhesion and sort ORN axons into uniquely positioned glomeruli.

Author summary

In the human brain there are over 80 billion neurons that form approximately 100 trillion specific connections. How the brain organizes the axon terminals of these neurons into distinct synaptic units on such a large scale is largely unknown. In Drosophila, 50 classes of olfactory receptor neurons (ORNs) connect to 50 class-specific and uniquely positioned glomeruli in the antennal lobe, providing a complex yet workable model to understand the organization of glomerular structures and morphology. Here we show that the heterophilic cell adhesion proteins, DIPs and Dprs, are expressed in ORNs during glomerular formation. Many ORN classes express a unique combination of DIPs/dprs, with neurons of the same class expressing interacting partners, suggesting a role in class-specific self-adhesion between ORN axons. Analysis of DIP/Dpr expression revealed that ORNs that target neighboring glomeruli have different combinations, and ORNs with very similar DIP/Dpr combinations can project to distant glomeruli in the antennal lobe. Perturbations of DIP/dpr gene function result in local projection defects of ORN axons and glomerular positioning, without altering correct matching of ORNs with their target neurons. Our results suggest that context-dependent differential adhesion through DIP/Dpr combinations regulate self-adhesion and sort ORN axons into uniquely positioned glomeruli.

Introduction

One of the most complex biological systems in nature is the human brain, which contains an estimated 86 billion neurons wired to make approximately 100 trillion synaptic connections [1]. Our ability to experience the world, solve complex problems, create, and behave, all depends on the molecular, morphological, and functional diversity among the billions of neurons, and their wiring patterns established during development. Once neurons are born, they extend their axons long distances until they reach a target site where neurons in different circuits sort into specific structures and select target neurons or muscle cells with which to make synaptic connections [2,3]. The expression of genes, particularly those encoding cell surface receptors (CSRs), relay attractive or repulsive cues to regulate each step of this wiring program. Mutations affecting these programs are associated with numerous neurodevelopmental and neuropsychiatric disorders, as well as many known brain cancers [47]. It is currently thought that CSRs and their ligands act in combinations, as well as different concentration gradients to regulate different steps of circuit assembly during development [2]. While individual examples of CSRs directing axon guidance and connectivity are well known and evolutionarily conserved, how they act in combinations to coordinate large scale organizational patterns among a diverse set of neurons within a circuit remains poorly understood.

The Drosophila olfactory system provides an excellent system to identify these determinants, where neurons belonging to 50 different olfactory receptor neuron (ORN) classes sort out and synapse with their target projection neurons within 50 unique glomeruli in the antennal lobe [8]. Each ORN class is defined by the exclusive expression of typically a single olfactory receptor gene from approximately 80 possibilities in the genome [9,10]. ORNs of the same class converge their axons into a distinctly positioned and class-specific glomerulus in the antennal lobe, generating 50 unique glomeruli targeted by the 50 different classes of ORNs [1113]. The molecular parameters that establish glomerular organization are not known.

The organizational logic of the peripheral olfactory system is conserved in many species including mammals. For example, mice have over a million ORNs grouped into ~1000 classes based on the expression of a single OR gene from over 1000 possibilities in the genome [14]. ORNs of the same class converge their axons onto the same glomerulus in the olfactory bulb, where they synapse with 2nd order mitral/tufted cell dendrites [15]. Mammalian olfactory receptors, through ligand-dependent and -independent G-protein coupled signaling, were shown to differentially regulate the expression of CSRs to direct glomerular positioning of ORNs [16,17]. Drosophila olfactory receptors however, are ligand gated cation channels and do not contribute to glomerular organization [18]. Thus, how the Drosophila olfactory system coordinately positions 50 classes of ORNs into 50 distinct glomeruli requires further study. With its diverse yet workable amount of ORN classes, the availability of the wiring map, and reporters for all ORNs, the Drosophila olfactory system is a powerful model to gain a systems level understanding of how 50 ORN classes can coordinate highly stereotyped organizational patterns in the brain.

Adult ORNs in Drosophila are born from the asymmetric division of precursors located in the larval antennal disc, which, during pupal metamorphosis, becomes the adult antenna [19,20]. ORN axons reach the future antennal lobe by 16–18 hours after puparium formation (APF) [21,22]. No glomeruli can be seen at these stages [22]. Most glomeruli are clearly detectable by antibodies against N-Cadherin, around 40 hours APF, and fully separate into distinct structures by 48–50 hrs APF [22]. Several genes have been shown to regulate each step of ORN axon guidance, such as Semaphorins/Plexins (axonal tract selection, interclass repulsion, [23,24]), Dscam and Robos (axon targeting, [25,26]), N-Cadherin (intraclass attraction, [27,28]), and Teneurins and Tolls (ORN-PN matching, [2931]). The vast majority of these proteins however, work very broadly and are required for the proper targeting of most or all ORN classes [20,32]. It is therefore still unclear how axons of 50 different ORN classes organize themselves to form 50 uniquely positioned and structured glomeruli. This is likely due to the complex and combinatorial nature of the molecular interactions underlying ORN wiring patterns, which includes programs for axon-axon sorting/positioning and target specificity in the antennal lobe.

Here we identify the Defective proboscis response (Dpr) family proteins and their heterophilic binding partners Dpr Interacting Proteins (DIPs) as novel regulators of glomerular positioning and structure in the Drosophila olfactory system. Many ORN classes express a unique combination of DIP/Dprs starting at stages dedicated to glomerular formation. Interestingly, interacting DIP/Dpr partners are generally, but not exclusively, found in the same ORN class, likely aiding self-adhesion among axons of the same ORN class, while also sorting from others. Mathematical analysis of class-specific DIP/Dpr expression showed that ORNs with very similar DIP/Dpr combinations, can end up in distant glomeruli in the antennal lobe, and ORNs targeting neighboring glomeruli can have very different combinations. DIPs/Dprs control the class-specific positioning of ORN axon terminals and their glomerular morphology. Perturbations to DIP/Dpr combinations are associated with context-dependent, and local disruptions of glomerular morphology and positioning and in some cases, invasions of neighboring glomeruli, without changing ORN-PN matching. These results suggest that differential adhesion among local ORN axons, mediated by DIPs/Dprs, determines the position and morphology of each glomerulus. Our results demonstrate how combinatorial action of many interacting CSRs can generate differential adhesive forces as a strategy to coordinately organize axons of all circuits within a neural system.

Results

To identify candidate genes that may be involved in the establishment of 50 class specific glomeruli, we analyzed our previously reported antennal transcriptome data from four stages of development: 3rd instar larval antennal discs (3L), 8 hrs after puparium formation (APF) antennal discs (p8), 40 hrs APF antennae (p40) and adult antennae (Adult) [33,34]. Axon guidance, glomerular sorting, and ORN-PN matching are inherently temporal processes that occur in a specific developmental order [8]. We therefore mined this dataset to identify novel regulators of wiring specificity of ORNs, whose expression overlapped with the timing of glomerular formation. We queried ~250 Flybase annotated cell surface receptors (CSRs) and analyzed their developmental expression patterns using hierarchical clustering to group genes based upon their developmental expression patterns (Fig 1A, S1 Table). We found 8 clusters of CSRs with distinct expression patterns (Fig 1A and 1B). Two broad patterns emerged from this analysis, genes that are expressed at constant levels throughout (Clusters 3, 5, 6, and 8, Fig 1A and 1B), such as Sema-1a/b and Dscam1, and genes that are weakly expressed early in development and increase in later stages (Cluster 1 and 2, Fig 1A and 1B), such as Robo3 (S1 Table). Cluster 7 contained many genes that were highly expressed at the first three stages of development but decreased at the adult stage, and Cluster 4 contained genes whose expression peaked at 40 hrs APF (p40). Known regulators of ORN wiring grouped into Clusters 7 and 8 as well as Cluster 1, meaning that they were expressed highly throughout development or lowly expressed early and increased their expression at the later stages (Fig 1A–1C) consistent with their roles in ORN axon guidance, which begins very early in olfactory system development.

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Fig 1. Transcriptional profiles of CSR genes in the developing Drosophila olfactory system.

Heatmaps representing normalized log2 expression values for CSRs. Highly expressed genes are represented in darker colors, and genes with lower expression levels are represented with lighter colors. A) Hierarchical clustering of the developmental expression patterns of in the olfactory system groups genes into clusters. Known regulators of ORN wiring and members of the dpr family are highlighted. B) Schematic showing expression profile of genes in each cluster at the 4 developmental stages. C) Hierarchical clustering of the developmental expression patterns of known regulators of ORN wiring reveals two major expression patterns: high expression at all stages, and low expression at early stages followed by high expression at later stages. Expression patterns of dpr (D) and DIP (E) genes ordered from highest expression across all stages to lowest. Most DIP/dpr genes are expressed primarily at later developmental stages (p40 and Adult).

https://doi.org/10.1371/journal.pgen.1007560.g001

DIP and Dprs are expressed in late stages of ORN wiring

Most ORN axons surround both antennal lobes, begin and complete glomerular formation by 30 hrs, 40 hrs, and 48 hrs APF, respectively [32,34]. We therefore hypothesized that genes that were highly expressed at the two later stages of development (p40 and Adult) particularly p40, but lowly expressed at the two early stages (3L and p8) were more likely to be involved in class-specific glomerular formation. Our analysis of CSR expression profiles identified that the majority of Dpr family of CSR proteins and their binding partner DIP proteins were expressed at p40 and in adult antennae but showed low or no expression during earlier stages of antennal development (Fig 1D and 1E). These results pointed to a possible role for DIP/Dpr family members in glomerular formation.

DIPs and Dprs are expressed in a combinatorial code in ORNs

Dprs and their binding partners DIPs are members of the Ig superfamily of proteins and each contain 2–3 Ig extracellular domains [35]. Members of the Ig superfamily of proteins, such as Dscam, and Kirrels, are well established to control axon guidance and sorting in other systems [17,36]. DIPs/Dprs themselves have recently been shown to direct synaptic target matching in the Drosophila eye [35,37]. In addition, the relatively large number of DIP/dpr genes (9 and 21 respectively) make them good candidates to contribute to a combinatorial code of CSRs that direct wiring specificity for each class of ORNs.

Although our RNA-seq data establish temporal patterns of DIP/dpr expression in the developing olfactory system, it does not inform us of the ORN class-specific expression of each DIP/dpr gene. To investigate which ORN classes express each DIP/dpr, we used MiMIC insertion derived GAL4 lines for each DIP and dpr to drive UAS>STOP>mCD8::GFP with eyeless driven flippase to express GFP specifically in ORNs [35,37,38]. Because the glomerular positions for all ORN classes have been mapped, we were able to determine the ORN classes that express each DIP/dpr gene, based on GFP expression in the antennal lobe (Fig 2, S1A–S1L Fig). These analyses showed that many ORN classes have a unique DIP/dpr expression profile (Fig 3A). Some DIPs/dprs are expressed very broadly across ORN classes (DIP-η, Fig 2H), while others that are expressed in fewer ORN classes (DIP-β, Fig 2E). These results suggest that the combinations of DIPs and Dprs might contribute to the formation of ORN class-specific glomeruli.

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Fig 2. Combinatorial and ORN class specific expression patterns of DIP and dpr genes.

DIP and dpr-GAL4s were used to drive UAS>STOP>mCD8::GFP in ORNs with eyFLP (green, A-H) to visualize ORN axons with staining for the neuropil (magenta). Each gene is expressed in a particular set of glomeruli and ORN classes. A map of the expression pattern of gene in the antennal lobe is provided in the right panel (A-H). Results for all genes are summarized in Supplemental Fig 1. (I) Hierarchical bi-clustering of DIP/Dpr expression patterns by ORN class reveals that many classes of neurons express a unique combination of DIPs/Dprs. ORN classes highlighted in red neighbor each other in the antennal lobe and are further analyzed in subsequent figures.

https://doi.org/10.1371/journal.pgen.1007560.g002

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Fig 3. Multidimensional scaling clusters ORN classes by DIP/Dpr expression pattern, which groups classes targeting distant glomeruli.

(A) Multidimensional scaling analysis clusters ORN classes based upon DIP/Dpr expression and glomerular distances. (B) K-means clustering was used to determine which ORN classes shared the most similar DIP/Dpr expression profiles in the MDS analysis. Classes that were clustered together were assigned the same color. (C) ORN classes clustered in B tend to target distant glomeruli. Coloring of glomeruli matches clusters in B. (D) Schematic of four glomeruli (Or47b, Or88a, Or83c, and Ir84a) that will be analyzed in subsequent figures. The expression code for each glomerulus is highlighted with each receptor-ligand pair displayed in matching colors.

https://doi.org/10.1371/journal.pgen.1007560.g003

Next, we analyzed expression of DIPs/dprs in the antenna to confirm the expression patterns we observed in the antennal lobe corresponded to expression in ORN cell bodies. To do this we used DIP/dpr-GAL4s to drive the expression of UAS-mCD8::GFP (S1M–S1W Fig). Consistent with our RNA-seq analysis, most of the genes we analyzed showed expression in ORNs consistent with glomerular expression patterns (S1M–S1W Fig). A small number of genes did not show expression in the antenna (S1M–S1W Fig), which suggests that they are instead expressed in local interneurons. We conclude that the majority of DIPs/dprs are robustly expressed in ORNs but a few are expressed in local interneurons.

Glomeruli in the antennal lobe finalize their positioning and morphology between 40–50 hrs APF [22]. After this time, glomeruli enlarge prior to eclosion, but do not otherwise alter their shape [22]. Thus, we predicted that the expression of DIPs/dprs at this time would reveal how they contribute to shaping glomerular morphology and positioning. We analyzed the expression pattern of some DIPs/dprs specifically in ORNs and found that many were expressed in a developmentally dynamic manner. For example, DIP-η, which is expressed in all ORNs except Gr21a neurons in the adult, is missing from some classes at 50 hours APF (S2 Fig). In addition, dprs 9, 10, and 11 were expressed in a smaller number of classes as compared to their adult expression patterns (S2E–S2G Fig). Other DIPs/dprs displayed similar or identical expression patterns to their adult expression, particularly those that had sparse expression patterns at both stages, such as dpr16 and DIP-γ (S2I and S2K Fig). Together, our results suggest that DIPs and dprs are expressed at the final stages of glomerular formation and may play multiple roles in glomerular positioning and formation based upon their dynamic expression patterns.

Previous studies have shown that the expression of dprs in photoreceptor cells and their interacting DIPs in the target lamina neurons contribute to synaptic partner matching in the Drosophila visual system [35,37]. In order to ask whether DIPs/Dprs play a similar role in synaptic partner matching between ORNs and their target PNs we next analyzed the expression patterns of each DIP/dpr in PNs (S3 Fig). We drove UAS-DenMark::RFP using DIP/dpr-GAL4s, which specifically labels postsynaptic dendrites [39], thereby labeling postsynaptic processes of PNs in the antennal lobe. Similar to ORNs and in agreement with recent single cell RNAseq studies, some of the genes were expressed in specific subsets of PNs (DIP-η and DIP-γ, S3 Fig), while others were expressed much more broadly (dpr10, S3E Fig) [40]. Several however, were not expressed in PNs at all (dpr12, S3F Fig). Unlike in previous reports, we did not observe any obvious pattern of DIPs/Dprs indicative of pre- and post-synaptic target matching between ORNs and their corresponding PNs. Taken together, our expression data suggest that DIPs/Dprs may be involved in ORN-ORN axo-axonal interactions.

Mathematical analysis based on DIP/Dpr profiles of ORNs cluster ORN classes that target distant glomeruli

Analysis of DIP/Dpr patterns in each ORN class, showed that interacting DIP-Dpr pairs are expressed in the same ORN classes (Figs 2I and 3D). DIPs and Dprs heterophilically interact in a combinatorial code that has been previously described (S4 Fig) [37]. We also found some ORN classes additionally express dpr ligands without their DIP receptors, which might regulate interactions with DIP receptors on neighboring ORN axons during development (Figs 2I and 3D, see discussion). To determine which ORN classes are most similar based upon their DIP/Dpr gene signatures from the GAL4 expression patterns we applied hierarchical biclustering to the data (Fig 2I). This analysis clustered specific classes of ORNs together (Fig 2I). Typically, ORN classes that target neighboring glomeruli did not cluster together in this analysis. An exception to this are Or47b, Or65a, and Or88a ORNs, which reside in the same sensillum and target neighboring glomeruli. Instead, ORNs targeting distant glomeruli expressed similar DIP-Dpr profiles. (Fig 2I).

Given our results, we predicted that class-specific axon sorting may be dictated by DIP/Dpr combinations and might regulate glomerular positioning and formation. To test whether the DIP/Dpr relationships among ORN classes can describe their relative glomerular positions in the antennal lobe, we performed multidimensional scaling (MDS) on the expression pattern data set (Fig 3A). We used the expression of DIP/dpr genes in each ORN class as the input variables. The genes and gene combinations defining each ORN class were used to create a matrix of “distances” between ORN classes. We predicted that this statistical analysis would group similar combinations of DIP/Dpr profiles for each ORN class, and sort them to distinct coordinates with respect to one another. Once the MDS results were plotted, we used k-means clustering to determine clustered ORN classes, and color coded them on the MDS plot (Fig 3B). We next color-coded antennal lobe glomeruli based upon the clusters derived from the k-means analysis (Fig 3C). Plotting ORN classes using this method revealed that ORNs with very similar DIP/Dpr combinations, tended to target distant glomeruli within the antennal lobe. In addition, neighboring glomeruli have different combinations of DIP/Dprs. These results suggest that these differences can drive ORN class-specific adhesion, consequently sorting them from the axon terminals of other ORN classes, which themselves have to self-adhere (Fig 3B and 3C).

The DIP-Dpr profiles of each ORN might arise as a result of developmental programs assigning each ORN its sensillum type and subtype identity, as well as a result of Notch signaling that assigns sensory and wiring identities [19,41]. Thus, we re-examined the MDS analysis to visualize how sensilla types and Notch state are represented on the MDS plot. We first examined sensilla types, basiconics (large, thin, small, and palp), trichoids, coeloconics, and intermediates (S5A Fig). When we removed basiconics from the plot however, we observed that DIP/Dpr profiles of coeloconic and trichoid sensilla occupied unique positions on the MDS plot (S5B Fig), suggesting DIP/Dpr combinations of ORNs within either sensillum type are more similar among the ORNs of the same sensilla type compared to the others (Fig 3B). This pattern is consistent with the observation that trichoid ORN classes target more dorsal and anterior regions of the antennal lobe, whereas coeloconic classes target more ventral and medial regions [42]. Basiconic sensilla ORNs did not show such clear segregation patterns in this MDS plot (S5C Fig) [42]. These results suggest that DIP/Dpr profiles can be regulated by programs of sensillum type identity for trichoid and coeloconic ORNs, but not for basiconic ORNs.

Next, we analyzed whether the Notch states segregate DIP/Dpr profiles of ORN classes in the MDS analysis. Within each sensillum, sensory and glomerular targeting fates of ORN pairs are segregated using Notch signaling, where each fate is associated with a coordinated Notch ON or Notch OFF state [19,43]. Labeling classes as Notch-ON or Notch-OFF on the plot did not reveal any noticeable patterns within sensilla types (S5D and S5E Fig). These data suggest that the expression of DIPs/dprs are likely not under the control of Notch-Delta signaling.

Even though this plot reveals that ORNs with different DIP/Dpr combinations project to neighboring glomeruli, it is not complete, and contains overlaps with some ORNs with identical DIP/Dpr profiles. Further refinement of the plot will require identification and analysis of the entire CSR profiles of ORN classes, their modes of interaction, and function. Regardless, our analysis highlights the relative relationships among particular classes of ORNs based upon their DIP/dpr expression profiles, and supports the hypothesis that DIPs/Dprs can regulate class-specific sorting of ORN axons into distinctly positioned glomeruli.

Perturbations to DIP/dpr code are associated with local ORN axon terminal positioning defects

Based on the class specific expression patterns of DIPs/dprs, we suspected that knocking down individual genes would cause disruptions to class-specific sorting of ORN axons and glomerular formation. To investigate whether DIPs/Dprs are required for appropriate ORN axon projections in the antennal lobe, we used RNAi-mediated knock down against a panel of DIPs/dprs using the peb-GAL4, which is expressed in all ORNs beginning early in olfactory system development. Analysis Or47a, Or47b, and Gr21a axon terminals in the antennal lobe did not reveal any significant changes in glomerular projection patterns (S6 Fig). We predicted that this is likely due to the combinatorial, redundant, and context-dependent function of the DIP/Dpr proteins expressed in specific ORNs or their glomerular neighbors.

To simplify our analysis and better understand the combinatorial function of DIPs/Dprs we chose to focus our experiments on a group of four neighboring glomeruli, VA1v (Or47b), VA1d (Or88a), VL2a (Ir84a), and DC3 (Or83c). We initially focused on these neighboring glomeruli because DIPs/Dprs are membrane bound proteins with short-range, heterophilic interactions [35,37]. Among these four classes, Or47b and Or88a ORNs have very similar DIP/Dpr profiles that also clustered in the MDS plots, and only differ in a few Dprs (Fig 4B–4D). Thus, we reasoned that ORN projections into these two glomeruli may be particularly sensitive to genetic manipulation. For example, Or47b ORNs are positive for DIP-η, DIP-θ, DIP-δ, dpr2, dpr3, dpr8, dpr9, dpr10, dpr11, and dpr12, whereas Or88a ORNs express the same genes plus dpr5 (Figs 2I and 3D). Ir84a and Or83c ORNs on the other hand express DIP-η, DIP-θ, DIP-δ, dpr5, dpr6, dpr8, dpr9, dpr10, dpr11, dpr12 and dpr16; and DIP-η, DIP-θ, DIP-δ, DIP-ε, dpr3, dpr6, dpr8, dpr9, dpr10, dpr11, and dpr12, respectively (Figs 2I and 3D). This code differentiates these classes of ORN axons from each other and provides candidate genes to manipulate singly or in combination to investigate the role of DIPs/Dprs in controlling ORN axon projection patterns in the antennal lobes.

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Fig 4. Cell-autonomous knock down of DIP-η in Or47b ORNs disrupts sorting of Or47b axons from Or88a glomerulus.

(A, B) Knock down of DIP-η with the Or47b-GAL4 driver, also used to drive UAS-syt::GFP (green), causes Or47b axons to expand and invade a neighboring glomerulus. (C-E’) Simultaneous labeling of Or47b (red) and Or88a (green) axons reveals that knock down of DIP-η causes Or47b ORN axons to invade the Or88a ORN target glomerulus, while Or88a ORN axons retain their ability to coalesce into a glomerulus despite intermingling with Or47b axons. (F-F’) Co-labeling of Or47b axons (red) and MZ19 expressing PNs (green). During knock down of DIP-η, MZ19 expressing PNs do not invade the VA1v glomerulus. (G) Schematic of axon sorting phenotypes in DIP-η knock down. When DIP-η is specifically ablated from Or47b ORNs (black X), Or47b ORN axons (red) invade the Or88a ORN target glomerulus (white arrows) and intermingle with Or88a ORN axons (red/green striping). (H-J’) Developmental analysis of DIP-η RNAi phenotype with Or47b axons labeled in green and N-Cadherin in magenta, at 45–47 hrs APF (H-H’), 50–52 hrs APF (I-I’), and 55–57 hrs APF (J-J’). Disruptions to VA1v glomerular morphology (arrowheads) can be detected as early as 45–47 hrs APF (H’) and larger expansions, as seen in the adult, can be observed by 55–57 hrs APF (J’). (K-K’) Knock down of DIP-η using the Bar-GAL4, which expresses in Or88a, Ir84a, and Ir75d ORNs [33]. Anterior sections of the antennal lobe are shown, and disruption to the VA1d glomerulus can be observed (K’).

https://doi.org/10.1371/journal.pgen.1007560.g004

Interestingly, each ORN class, generally expresses interacting DIP/Dpr partners, suggesting that not only can DIP/Dprs contribute to sorting glomeruli, but also heterophilic interactions among ORN axons of the same class can lead to self-adhesion. We hypothesized that manipulating the DIP/Dpr code in these specific ORN classes would cause local projection defects, such as expansion and splits in glomeruli, as wells as defects in glomerular positioning, within this cluster. To test this hypothesis, we drove RNAi against single DIPs/Dprs in specific classes or against combinations in all ORNs. DIP-η is expressed in all four ORN classes projecting into these glomeruli, and its knock down in all ORNs does not result in any defects (S6D Fig). Based upon the specific expression of dpr3, a DIP-η interaction partner, at 40–50 hrs APF (S2A Fig), we reasoned that perturbation of DIP-η in these ORNs specifically would cause glomerular defects. Thus, we began by knocking down DIP-η in only Or47b neurons using the Or47b-GAL4. We found that knockdown of DIP-η specifically disrupted the positioning and morphology of the VA1v glomerulus causing it to dramatically expand dorsally (Fig 4A and 4B). This phenotype was extremely penetrant, with 85% of individuals displaying expansion of the VA1v in one or both antennal lobes, (n = 12) but wildtype individuals never displayed any invasions (n = 10, S7C Fig). We observed that the expansion of the Or47b glomerulus was not random, and always appeared to overtake the VA1d glomerulus, which is dorsally adjacent to the VA1v glomerulus [12]. Co-labeling of Or47b and Or88a ORN axons revealed that Or47b ORN axons indeed expand towards the VA1d glomerulus, but this does not disrupt the ability of Or88a ORN axons to form a glomerulus (Fig 4C and 4E’). Instead, the Or88a axons occupy one part of the now enlarged VA1v glomerulus (Fig 4C’ and 4E’).

Previous reports of Or47b axon invasion of the VA1d glomerulus has been caused by disruptions to ORN specification programs within at4 sensilla [44]. To test whether ORN specification is altered in DIP-η knock down, we labeled Or47b and Or88a ORN cell bodies with RFP and GFP, respectively (S7D and S7E Fig). Comparison of Or47b ORN numbers in the antennae showed no significant difference between wildtype and DIP-η knock down antennae (56.7 vs 57.8, p = 0.64, S7F Fig), suggesting that the expansion of the VA1v glomerulus in DIP-η knock down flies is not due to an increase of Or47b ORNs. We also counted the number of Or88a ORNs in Or47b specific DIP-η RNAi knock down (S7D and S7E Fig). We found a significant reduction in the number of Or88a neurons (46.8 vs 18.2, p<0.001, S7F Fig). This result was unexpected as we drove RNAi against DIP-η in Or47b neurons and RNAi expression begins well after the birth of both Or47b and Or88a neurons. This effect is unlikely to alter wiring patterns however, as it has been previously reported that ablation of ORNs does not affect the connectivity of ORNs that target neighboring glomeruli [45]. We therefore conclude that DIP-η is required cell-autonomously, after the onset of olfactory receptor expression, to organize Or47b ORN axon projections and position them with respect to Or88a ORN axons to form two distinct glomeruli. DIP-η may also non-autonomously affect the survival of Or88a neurons.

Because the expansion of Or47b ORN axon terminals towards the VA1d glomerulus could be due to a defect in ORN-PN matching, we next investigated the behavior of VA1d PNs using the MZ19 reporter that labels DA1, DC3, and VA1d PNs in Or47b specific knock down of DIP-η (Fig 4F and 4F’). We expected that a defect in ORN-PN matching would cause VA1d or DC3 PNs to invade reciprocally into the VA1v glomerulus. Co-labeling of Or47b axons and MZ19 PNs shows that while VA1d PNs are occasionally mis-located relative to the VA1v glomerulus, they maintain glomerular integrity and do not invade into the VA1v glomerulus (n = 14, Fig 4F’). Thus, we conclude that loss of DIP-η function does not lead to ectopic matching in Or47b ORNs with VA1d PNs. These results suggest that the projection defects in Or47b specific DIP-η knock down are likely due to disrupted axon-axon interactions between Or47b and Or88a (and possibly Or83c and Ir84a) ORNs, but not ORN-PN matching.

To investigate when the DIP-η knock down phenotype arises, we conducted a time series analysis beginning at 45 hrs APF just after the onset of Or47b expression in the antenna [34]. At 45 and 50 hrs APF, we observed that the VA1v glomerulus failed to properly orient in relation to the VA1d glomerulus (n = 5 80% penetrant and n = 7 57% penetrant respectively Fig 4H and 4I’, S6G Fig). This included splitting of the VA1v glomerulus. By 55 hrs APF however, we observed a more complete expansion of the VA1v glomerulus to overtake the VA1d glomerulus (n = 12 75% penetrance, Fig 5J’, S6G Fig). We therefore conclude that the expansion of the VA1v glomerulus during knock down of DIP-η is likely due to a defect in the development of glomerular morphology and positioning, rather than their maintenance.

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Fig 5. Combinatorial knock down and overexpression of DIPs causes cell non-autonomous defects in VA1v glomerular organization.

(A, B) Knockdown of DIP-η and depletion of DIP-δ protein using the deGradFP system causes the splitting of specifically the Or47b glomerulus, but not the Gr21a or Or47a glomeruli, when driven with the peb-GAL4. (C) Penetrance of the DIP-η/DIP-δ knockdown phenotype. 50% of individuals displayed a split of the Or47b glomerulus in one or both antennal lobes. (D-F) Overexpression of DIP-δ (E) and DIP-γ (F) in Or47b ORNs (green). Overexpression of either gene does not disrupt the VA1v glomerulus. (G-I) When DIP-δ and DIP-γ were over expressed in all ORNs using the peb-GAL4 driver, no disruptions were observed in the target glomeruli for Or47b, Or47a or Gr21a ORNs (green). (J-M) OR-GAL4s were used to drive expression of UAS-DIP-δ (K), UAS-DIP-γ (L) and UAS-syt::GFP (green), and both UAS-DIP-δ and UAS-DIP-γ simultaneously (M). Mis-expression of DIP-δ in Or47b ORNs caused the target glomerulus to deform and split (K), while other ORNs mis-expressing DIP-δ were unaffected. Over expression of DIP-γ in Or47b ORNs caused their axons to partially invade the Or88a target glomerulus (L), like knock down of DIP-η (Fig 4). In contrast, other glomeruli that over expressed DIP-γ were unaffected. Surprisingly, overexpression of both DIP-δ and DIP-γ returned the shape of the VA1v glomerulus to its wildtype morphology (M).

https://doi.org/10.1371/journal.pgen.1007560.g005

We next tested whether differences in the levels of DIP-η would alter the severity and penetrance of the DIP-η knock down phenotype. We raised flies at 18 and 22 °C to reduce the level of RNAi knock down of DIP-η. Since RNAi expression relies on the yeast GAL4-UAS system, decreasing the temperature can generate different levels of RNAi expression and knock down of DIP-η. Surprisingly, flies raised at 22 °C displayed splitting of the VA1v glomerulus, in contrast with flies raised at 28 °C, which displayed an expansion of the VA1v glomerulus dorsally (n = 17 65% penetrance, S7I Fig). Flies raised at 18 °C also occasionally presented split VA1v glomeruli, although at a much reduced penetrance, but mostly displayed wildtype VA1v morphology (n = 14 29% penetrance, S7H Fig). These results suggest that different levels of DIP-η knock down is associated with qualitative differences in the position of ectopic Or47b ORN projections, which is in agreement with a model involving differential adhesion as a strategy to sort out ORN axons into distinctly positioned glomeruli.

Or47b and Or88a ORNs share all of the DIP/Dpr combinations, except for dpr5, which is only expressed in Or88a ORNs. We therefore hypothesized that loss of DIP-η in Or88a ORNs could disrupt the morphology of the VA1d glomerulus. Initially, we drove RNAi against DIP-η using the Or88a-GAL4 but did not observe any significant changes to the VA1d glomerulus (S7K and S7L Fig). Or88a expression begins late in development however, and therefore knock down of DIP-η may begin too late in this condition to disrupt glomerular morphology. In order to knock down expression of DIP-η in Or88a neurons earlier in development, we used the Bar-GAL4 to drive RNAi against DIP-η. Bar expression begins in the antennal disc and by 40 hrs APF is expressed in Or88a, Ir84a, and Ir75d ORNs, continuing into adulthood [33]. In this condition, we observed deformations of the VA1d glomerulus, characterized by aberrant ventral projections of Or88a axon terminals (n = 10 60% penetrance, Fig 4K and 4K’). These deformations were similar to the behavior of the VA1d glomerulus when the VA1v glomerulus splits. At this time, we cannot determine whether the disruption to the VA1d glomerulus is due to the knock down of DIP-η in multiple classes of ORNs or to the knock down beginning early in development. Nonetheless, we conclude that knock down of DIP-η in multiple classes of ORNs beginning early in development is sufficient to disrupt the glomerular morphology and positioning of the VA1d glomerulus.

Interestingly, dpr5, a ligand for DIP-η and θ, is the only gene that we assayed that is expressed in Or88a neurons but not Or47b ORNs. Knock down of dpr5 with the peb-GAL4 did not produce any changes to VA1v glomerular morphology (S6H Fig). This is likely due to redundancy of interactions between DIP-η/θ and Dpr2/3 or other as of yet unidentified CSRs that are also involved in controlling glomerular morphology.

DIP/Dpr family members interact genetically and combinatorially to organize ORN axon terminals and glomerular position

Lack of wiring defects in single DIP/dpr knock downs might be due to the combinatorial and functionally redundant nature of DIP/Dpr family members. One approach to circumvent this problem is to knock down DIPs/dprs in different combinations. If such combinatorial control is needed to regulate axon organization among ORN classes, we would anticipate genetic interactions among mutants in multiple components, which on their own do not disrupt glomerular organization. To investigate this, we next analyzed double knock down of DIP-η and DIP-δ. Knock down of DIP-η alone produces no observable defects when driven in all ORNs (S6B and S6C Fig). DIP-δ, as well as its interaction partner dpr12 are expressed in all four glomeruli. No RNAi line currently exists for DIP-δ, so we instead used the deGradFP system to reduce GFP tagged DIP-δ protein in ORNs. The deGradFP construct can be driven using the GAL4-UAS system and specifically targets GFP tagged proteins for degradation by the proteasome [46]. The deGradFP system utilizes a single antibody domain fragment called VhhGFP4, which binds to GFP, Venus, YFP and EYFP, fused to an E3 ubiquitin ligase. This protein, when expressed, ubiquitinates proteins tagged with GFP, targeting them for degradation [46]. We combined the peb-GAL4 mediated RNAi knock down of DIP-η expression with UAS-deGradFP expression to reduce DIP-δ protein levels in all ORNs. Analysis of Or47b, Or47a, and Gr21a axon terminals using promoter fusion constructs showed very specific and localized defects in the VA1v glomerulus (Fig 5A and 5B). Most noticeably, Or47b ORN axon terminals extended radially towards the DC3 and VL2a glomeruli, targeted by Or83c and Ir84a ORNs, respectively, splitting the glomerulus in two (Fig 5B). 50% of individuals displayed defects in one or both antennal lobes (n = 10, Fig 5C). In this circumstance, disruption of intra-class attraction among Or47b ORN axons, and Ir84a and Or83c ORN axons due to loss of DIP-η and DIP-δ, is accompanied by the decrease in the diversity of DIP/Dpr combinations. This likely causes both classes of axons to not only reduce self-adhesion, exemplified by VA1v glomerular splits, but also might decrease diversity among ORN axons of different types. Such a split could be due to greater relative attraction of Or47b axons to axons of other classes, while retaining some self-adhesion, creating effectively two VA1v glomeruli. We therefore conclude that DIP-η and DIP-δ are required for the sorting of Or47b axons in a combinatorial, context-dependent, and non-cell autonomous fashion.

It should be noted that even though we used synaptotagmin::GFP (syt::GFP) reporters to label the terminals of three ORN classes in this experiment, which would likely be targeted by deGradFP and might interfere with the efficiency of the knock down, we did not notice any decrease in OR promoter driven syt::GFP levels. This might be due to excess amount of GFP produced by the reporters. Other classes of ORNs however should reduce DIP-δ normally because they do not have excess GFP. Similar to DIP-η, DIP-δ is expressed in most ORN classes. We therefore hypothesize that the reduction of DIP-δ protein in classes not expressing syt::GFP were critical to the disruption of the VA1v glomerulus morphology in addition to the overall reduction of DIP-η expression.

Combinatorial and differential overexpression of DIP proteins causes local axon sorting defects

So far, we have shown that DIPs/Dprs help sort Or47b, Or88a, Or83c, and Ir84a ORN axon terminals into 4 glomerular units in combinatorial, and context-dependent fashion. Because loss of DIPs/Dprs can lead to sorting defects, we hypothesized that addition of new factors to the code would also disrupt the wiring of these glomeruli. We expected that over expression should cause ORN axons from different classes to converge because their code of expression has become more similar or interactive. To test this hypothesis, using the Or47b-GAL4 driver we overexpressed DIP-δ and DIP-γ, a DIP which is not expressed in any of the 4 ORNs, but that interacts with Dpr11 found in all 4 (Fig 5D–5F).

Overexpression of either DIP-δ or DIP-γ in Or47b neurons produced no discernable changes in the VA1v glomerulus (n = 10 and n = 6 respectively, Fig 5D–5F). Broad overexpression of either gene with the peb-GAL4 also produced no change in the VA1v glomerulus or in the DM3 and V glomeruli (Fig 5G–5I). We reasoned that overexpression in all ORNs or in a single class might not generate enough of a contextual change in ORN-specific combinations to show a phenotype. To generate a combinatorial and a contextual overexpression, we chose to overexpress each gene in a subset of ORNs targeting distant sites in the antennal lobe. We first overexpressed DIP-δ with the Gr21a, Or47a, Or23a, and Or47b-GAL4s (Fig 5J–5M). In this condition, we found that the VA1v glomerulus became deformed and split apart (Fig 5K). We observed a large group of axons closer to the VL2a glomerulus than normal, with a smaller but connected group on the opposite side of the VA1d glomerulus near the DC3 glomerulus (Fig 5K). 80% of individuals had a disrupted VA1v glomerulus in one or both antennal lobes (n = 14, S7A Fig).

Like knock down of DIP-η, overexpression of DIP-γ, in Gr21a, Or23a, Or47a and Or47b neurons, caused Or47b ORN axons to invade the VA1d glomerulus, although this invasion was partial (Fig 5L) and seen only in 50% of individuals (n = 8, S7A Fig). We reasoned that because this phenotype only arose when DIP-γ is expressed in four classes of neurons, the DIP-γ now present on Or47a, Or23a, and Gr21a axons generates new interaction forces that pull Or47b axons towards the VA1d glomerulus. Or47b ORN projection defects in single overexpression of either DIP-δ or DIP-γ in Gr21a, Or23a, Or47a and Or47b neurons, suggest that cell non-autonomous effects exerted onto Or47b ORN axons by a subset of ORNs influences glomerular positioning and morphology.

We next wanted to investigate how the axon sorting forces generated by simultaneous overexpression of DIP-δ and DIP-γ interact. We therefore expressed both DIP-δ and DIP-γ in Or47a, Or23a, Gr21a, and Or47b neurons. Surprisingly, this condition rescued both phenotypes from DIP-δ and DIP-γ overexpression and restored the VA1v glomerulus to its wildtype shape (n = 8, Fig 5M). This suggested to us that the differential forces generated by adding each of these factors individually were canceled out when they were overexpressed at the same time. We therefore conclude that context-dependent and combinatorial DIP/Dpr interactions generate differential forces within the antennal lobe among ORN axons to regulate glomerulus formation and positioning.

DIPs and Dprs likely mediate adhesive interactions between ORN axons

Our previous experiments suggested that manipulation of DIP/Dprs causes two kinds of disruption of local axon sorting: splitting of glomeruli, or expansion and invasion of a neighboring glomerulus. It is still unclear however, whether these phenotypes arise because DIPs and Dprs mediate repulsive or adhesive interactions. To investigate whether DIP-Dpr interactions are adhesive or repulsive, we expressed dpr1 in ORNs. dpr1 is not expressed by any class of ORNs but interacts with both DIP-η and DIP-θ, which are broadly expressed in most classes. We are therefore introducing an ectopic agonist for DIP-η/θ, which allows us to investigate the consequence of induced interactions between these proteins. Initially, we expressed dpr1 using the Or47b-GAL4. We expected that if DIP-Dpr interactions were repulsive, that the VA1v glomerulus would be disrupted and that Or47b axons would diffuse beyond their glomerular boundary. In this condition, we observed no major changes to the VA1v glomerulus (n = 14, Fig 6A and 6B). Because expression of dpr1 in all Or47b ORNs may have been insufficient to change the context of DIP-Dpr interactions, we next expressed dpr1 in a portion of Or47b neurons. Here we labeled all Or47b ORNs using a Or47b promoter fusion transgene driving the expression of GFP while using MARCM (Fig 6C and 6D). In this manner, all Or47b neurons will be labeled by GFP, but a portion will express dpr1 and will be additionally labeled by CD2. If Dpr1-DIP-η/θ interactions are repulsive then the VA1v glomerulus should split apart or partition dpr1 expressing Or47b axons away from wildtype neurons. We observed no changes in the VA1v glomerulus in this condition (n = 5, Fig 6D). We therefore conclude that it is unlikely that DIP-Dpr interactions cause repulsion between axons.

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Fig 6. dpr1 overexpression leads to changes in glomerular organization via adhesive interactions.

(A, B) Overexpression of dpr1 was in Or47b ORNs (green) did not perturb the VA1v glomerulus. (C, D) A subset of Or47b neurons (red) intermingle with all Or47b axons (green) in wildtype (C) and dpr1 overexpressing flies (D). (E-J) Overexpression of dpr1 with the peb-GAL4 caused a split of the VA1v glomerulus (E-H). Overexpression of dpr1 with this driver also caused mistargeting/splitting of some Or47a ORN axons (E-F, I-J), creating a highly reproducible, ectopic glomerulus. (K, L) Overexpression of dpr1 in four classes of ORNs with Or-GAL4 drivers caused a split Or47b glomerulus.

https://doi.org/10.1371/journal.pgen.1007560.g006

Our data suggest that DIPs and Dprs do not cause repulsive interactions between axons. We therefore suspected that DIPs and Dprs mediate adhesive interactions. So, we next expressed dpr1 using the peb-GAL4 driver to determine if DIP-Dpr interactions mediate adhesion between axons. When we visualized Or47b, Or47a, and Gr21a ORN axons, we observed that the VA1v glomerulus split (Fig 6E and 6F, S8B Fig). 75% of individuals displayed a splitting of the VA1v glomerulus (n = 8, S8B Fig). We also found a small and reproducible cluster of axon terminals in between the DA1 and VA1d glomeruli (Fig 6F). Labeling each ORN class individually revealed that this cluster belonged to ectopic Or47a ORN axons and was present in 50% of individuals (n = 14, Fig 6G–6J, S8C Fig). These axons may mis-project along Or47a ORN axon tracks to their target DM3 glomerulus due to attraction to other ORN axons that now express dpr1. These data suggest that DIP-Dpr interactions likely function in ORN axon-axon adhesion.

To determine whether expression of dpr1 in a subset of ORN classes could also disrupt the wiring of Or47a and Or47b axons we used OR-GAL4 drivers to overexpress dpr1 in four classes of ORNs (Or47a, Or47b, Gr21a, and Or23a, Fig 6K and 6L). We did not observe any change in the projection patterns of either Or47a or Or23a ORN axons. In contrast, both the V and VA1v glomeruli, targeted by Gr21a and Or47b ORNs, respectively, exhibited splitting phenotypes, stronger than ones observed in peb-GAL4 driven overexpression (Fig 6K, S8E and S8F Fig). 20% of individuals showed a split V glomerulus, and ectopic innervation of Gr21a ORN axons to a dorsal glomerulus into the antennal lobe (n = 10, S8D Fig). The Gr21a ORN class is notably the only class of ORNs that does not express DIP-η (Fig 2H). It Is possible that these misprojected axons are attracted to dorsally neighboring axons that express DIP-η and therefore move dorsally towards them in the presence of Dpr1. The low penetrance and severity of the phenotype may be explained by the timing of expression of the Gr21a-GAL4 driver. Gr21a expression begins relatively late in development as compared with other ORs and therefore only a few axons may express dpr1 early enough to be affected. Splitting of the VA1v glomerulus caused some of the Or47b ORN axons to move radially and form a second glomerulus on the other side of the VA1d glomerulus (Fig 6K and 6L). This phenotype was observed in 40% of individuals (n = 10, S8B Fig). Expression of Dpr1 in Or88a ORNs did not result in any projection defects (S8G and S8H Fig). Even though these interactions are ectopic, our data suggest that the introduction of Dpr1 interferes with axon-axon interactions among ORNs likely through disrupting ongoing DIP/Dpr interactions. It is striking that these phenotypes are highly similar to those observed in other perturbations to DIPs/Dprs, such as overexpression of DIP-δ. We therefore hypothesize that the modes of interaction observed here are informative to how other DIPs/Dprs operate.

Dpr10 controls ORN axon guidance and axon sorting

So far, we have shown that DIPs/Dprs likely act primarily as adhesive molecules that regulate local ORN axon sorting. We suspected that DIPs/Dprs may regulate other aspects of ORN wiring, such as ORN-PN matching or targeting. We investigated dpr10 because it is expressed broadly in the antennal lobe but labels the V glomerulus (Gr21a/Gr63a) most strongly. We therefore tested whether dpr10 controls the wiring of Gr21a ORNs as well as three other classes of ORNs that are weakly labeled by dpr10 (Or47a, Or10a, and Or47b ORNs). We used the dpr10MI03557 allele which contains a MiMIC insertion, containing three premature stop codons, to analyze the loss of Dpr10 protein [38]. dpr10MI03557 homozygous flies die prior to eclosion, around 90hrs APF. We therefore dissected both mutant and wildtype flies at 80-90hrs APF when the antennal lobe is fully formed but prior to the death of dpr10 mutant flies. In homozygous mutant flies, both the DM3 (Or47a) and V glomeruli were dramatically disrupted (Fig 7A–7D). These defects were associated with expansion of non-converged glomeruli to neighboring glomeruli, and defects in axon guidance to ectopic sites within the antennal lobe (Fig 7A–7D, S9A and S9B Fig). Specifically, we observed three phenotypes for Or47a ORN axons: splitting of the DM3 glomerulus, mistargeting of a subset of Or47a ORN axons, and mistargeting to ventromedial zones in the antennal lobe (Fig 7B, S9B Fig). Or47a ORN mistargeting phenotypes were very penetrant with >70% (n = 11) of individuals showing a split or mistargeting event in one or both antennal lobes (S9B Fig). The most common phenotype observed for Gr21a ORN axons (~39%, n = 18) was a dorsal expansion of the V glomerulus (Fig 7D, S9A Fig). In addition, we observed aberrant axons, as well as a complete splitting of the V glomerulus in a few rare cases (S9A Fig). We also analyzed Or10a axons, which are housed in the same sensillum as Gr21a neurons and target the DL1 glomerulus. Like Or47a axons, the Or10a glomerulus also exhibited splitting and dramatic mistargeting, with the most severe cases targeting to ventral positions on the opposite side of the antennal lobe, what appeared to be the VA5 glomerulus (Fig 7E and 7F, S9C Fig). Some individuals displayed Or10a axons that could not form a glomerulus at all, instead, the axons formed a fascicle in between other glomeruli, mistargeting as well as losing their ability to converge (Fig 7F, S9C Fig). These data suggest that dpr10 not only regulates sorting of ORN axons, but also axon guidance of many ORN classes in the antennal lobe.

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Fig 7. Dpr10 controls ORN wiring in the antennal lobe.

Mutation of dpr10 causes disruption of DM3 (A, B), V (C, D) and DL1 (E, F) glomeruli but not the VA1v (G, H) glomerulus as visualized with OR reporters diving syt::GFP (green). Disruptions to these glomeruli included splitting of the glomerulus (B, D), mistargeting (B and F, arrow) and expansion (D, arrow). Penetrance and full summary of these phenotypes are described in S5 Fig. (I-O) ORN cell bodies were visualized in heterozygous and mutant flies for Gr21a (I, J), Or47a (K, L), and Or88a (M, N) ORNs using Or-GAL4 driven UAS-mCD8::GFP. A statistically significant decrease was observed for Or47a ORNs (p<0.001, O) but not for Gr21a or Or88a ORNs (p>0.05, O).

https://doi.org/10.1371/journal.pgen.1007560.g007

None of the major wiring phenotypes found in Gr21a, Or47a and, Or10a ORN classes were present in the Or47b ORNs. Rather the VA1v glomerulus showed only minor disruptions of its normal shape and position (Fig 7G and 7H), which likely results from secondary effects of the general disorganization of the antennal lobe glomeruli in dpr10 mutants.

Changes in the number of ORNs of a given class tends to change the size of that glomerulus [41]. Thus we next wanted to confirm that the wiring phenotypes of Or47a, Or10a, and Gr21a ORNs were not due to a change in the number of ORNs in either class [33,41,44]. We visualized Gr21a and Or47a ORNs in the antenna using UAS-mCD8::GFP reporters in wildtype and dpr10 mutants (Fig 7I–7L). We observed a statistically significant reduction in the number Or47a neurons in dpr10 mutants (14.4 vs 6.8, p<0.001, Fig 7K, 7L and 7O), suggesting that dpr10 may regulate the survival of Or47a ORNs. This reduction may explain the reduced size of the DM3 glomerulus we observed in the antennal lobe but is insufficient to explain the misprojections of Or47a ORNs. A slight reduction of Gr21a neurons was also detected (30.8 vs 26.1) although it was not statistically significant (p>0.05, Fig 7I, 7J and 7O). Given that we observed an expansion of the Gr21a glomerulus, any reduction in the number of Gr21a neurons likely does not cause the phenotypes observed in the antennal lobe. Finally, we assayed a third class of ORNs to further investigate changes to ORN specification, Or88a (Fig 7M and 7N). We observed no significant change in the number of Or88a neurons in dpr10 mutants (p>0.05, Fig 7O). These data suggest that dpr10 mutation may partially affect the generation or survival of some classes of ORNs, in addition to its role in organizing ORN axon projections in the antennal lobe.

Discussion

Despite our understanding of axon guidance and synaptic specificity, how complex circuits coordinate their organization across many neuronal types from a limited genetic repertoire of CSRs remains unknown. In the Drosophila olfactory system, 50 classes of ORNs project their axons into the antennal lobe of the brain where they connect to their partner projection neurons and organize within 50 uniquely positioned and ORN class specific glomeruli [9,11,12]. Here we show that the Dpr family of Ig-domain transmembrane proteins and their heterophilic binding partners DIPs are expressed in ORN specific combinations. Mathematical analysis of class-specific DIP/Dpr expression profiles suggest ORN classes with similar DIP/Dpr profiles, can target distant glomeruli, and neighboring glomeruli are targeted by ORNs with different DIP/Dpr combinations, suggesting a role in ORN intra-class adhesion and inter-class sorting. Our results in vivo are in agreement with this hypothesis, as loss of a single DIP/Dpr gene in a specific ORN class, or multiple genes in all ORNs, causes local disruptions of ORN terminal projections and glomerular positioning, without causing defects in ORN-PN matching. Misexpression of DIPs/dprs causes similar phenotypes, disrupting normal axon-axon interactions in both cell autonomous and non-autonomous ways. Overexpression of DIPs/Dprs in multiple classes of ORNs can cause cell non-autonomous phenotypes in other classes of ORNs, even distant neighbors, suggesting axon-axon interactions can shift glomerular positioning. ORN projection phenotypes in different levels of single protein knock downs, and combinatorial knock down or overexpression of DIPs, consistent with a model where integration of differential adhesive forces by different DIP/Dpr combinations in ORNs contributes to glomerular structure and position. Some Dprs, Dpr10 specifically, also control additional processes during wiring, such as the fate or correct guidance of ORNs to appropriate glomerular regions, as seen in dpr10 mutants. Together, our data reveal that DIPs/Dprs are critical players in ORN axon sorting, as well as the positioning of 50 ORN class-specific glomeruli.

Although this study provides a significant advance in understanding how axon terminals for 50 ORN classes segregate into uniquely positioned glomeruli, it is incomplete. First and foremost, we do not have expression data for several other DIP/Dpr family members (Dprs 4, 7, 14, 17, 18, 19, 20, 21, and DIPs-α and ι). Second, we focused our analysis on four glomeruli targeted by Or47b, Or88a, Or83c, and Ir84a ORNs, showing only a few examples of manipulations in other ORN classes. More sophisticated systems level genetic analyses of all DIP/Dpr manipulations, in addition to identification of CSR expression profiles in each ORN class and its target projection neuron will help refine our model, in the future.

Another caveat to our analysis is that that the ORN class-specific DIP/Dpr profiles rely on MiMIC GAL4 driven reporter expression patterns in the antennal lobes. Even though these have been confirmed in the neurons of the visual system [37], it is possible that some do not reflect the endogenous gene expression. Thus, acquisition of ORN specific transcriptional profiles, together with targeted GAL4s knock-ins into individual DIP/dpr loci will be needed in the future for a more detailed understanding of the ORN-specific DIP/Dpr combinatorial codes.

Differential adhesion via combinatorial DIP-Dpr interactions regulate glomerular organization

One key characteristic of the peripheral olfactory system is the sorting of approximately 1500 ORN axon terminals into 50, uniquely positioned, and ORN class-specific glomerular units in the antennal lobe [9,11]. Our data suggest that, in addition to guidance of ORN axons to the antennal lobe and synaptic ORN-PN matching within glomeruli, axon-axon interactions among ORNs also contribute to the glomerular organization and formation. Such axon-axon interaction among ORNs during development can function to attract and adhere ORN axon terminals of the same class, simultaneously sorting from the axon terminals of other ORN classes, which themselves must self-adhere. These interactions can also generate differential forces that also position the terminals of each ORN, and thus the position of each glomerulus with respect to others. The molecular mechanisms driving these different processes during glomerular positioning and formation are not known. The process of sorting subsets of ORN axons into different tracks successively, starts with Notch signaling and its regulation of semaphorins, as ORNs in the same sensillum are born from asymmetric divisions of the same precursor to acquire separate wiring identities [23]. Each of the sibling ORNs take one of the two early axon tracks before glomeruli start to form based on their Notch state, which also determines whether or not they express Sema-2b. Sema-1a signaling also contributes to repulsion of neighboring ORN axons of different classes, but again, effects are relatively general, causing sorting defect of many ORN classes [47]. In addition to repulsive signals, examples of homophilic cell adhesion proteins, such as N-Cadherin, were previously shown to regulate glomerular formation as well, by interfering with axon-axon interactions among the same class of ORNs [27,48]. The effect of Ncad mutants however, are seen in all glomeruli, which does not explain selective adhesion that occurs among each class [27,48]. Here we show that ORN-specific combinations of DIP/Dpr pairs regulate glomerular morphology and positioning within the antennal lobe. Knock down and mis-expression experiments also indicate that ORN axons interact via their DIPs/Dpr combinations suggesting that they may distinguish themselves from other ORN axons nearby and integrate these interactions to identify and converge with ORNs of the same class, positioning the glomeruli for other ORNs with similar or slightly compatible DIP/Dpr profiles forming glomerular neighborhoods. This is particularly apparent for trichoid and coeloconic ORNs, which have more similar DIP/Dpr profiles among ORNs within each sensilla type compared to others. Given the previously reported adhesive function of DIP/Dpr interactions [35,37], our work then supports a model of differential adhesion that emerges from ORN-specific combinatorial DIP/Dpr profiles as a strategy for class-specific sorting of ORN axon terminals.

The sorting defects observed in this study could, in theory, arise due to either defects in intra-class attraction or inter-class repulsion. Taken together, our data argue for a third option, where differential adhesive interactions among axons sort out glomeruli of different classes. In many cases ligand-receptor DIP-Dpr pairs are expressed in the same ORN class, which can interact heterophilically to mediate adhesion, albeit it is also possible that some DIP/Dprs interact homophilically. Yet, some ORN classes, especially ones with more complex combinatorial codes, additionally express only specific dpr ligands, without their DIP receptors. In these cases, we sometimes find the receptors can rather be expressed in ORN classes that target neighboring glomeruli. It is therefore possible that differential axon-axon interactions during development can help position axons from different ORN classes based on its DIP/Dpr profile. Indeed, our results with dpr1, DIP-δ, and DIP-γ overexpression supports this model of interaction. When expressed in only Or47b neurons, these genes yield no significant changes to the Or47b ORN projections or the VA1v glomerulus. Yet only when they are expressed in other ORN classes Or47b projection defects appear. This suggests that during development Dpr1, DIP-δ, and DIP-γ in Or47b neurons and other ORN classes interact with the matching DIPs or Dprs on nearby axons of other ORN classes. These interactions likely generate forces that pull out Or47b axons to distinct directions. Additional support for differential adhesion comes from the titration levels of DIP-η knock down, where increasing the temperature and thus the strength of knock down is accompanied by increased severity of the Or47b ORN projection phenotype. This is likely due to differing levels of self-adhesion, where a slight decrease in self adhesion can lead to glomerular splits as opposed to a full expansion of VA1v glomerulus in stronger knock downs to fully overtake the VA1d glomerulus. This is also consistent with the developmental analysis of the phenotype, which reveals that glomerular splits and positional defects are apparent at 45-50hrs APF, before axons fully expand at 55hrs APF. Previous reports have observed that the number of Or47b neurons that are positive for the GFP driven by the Or47b-GAL4 increases over pupal development [34]. This would suggest that the number of Or47b neurons that lack DIP-η expression at mid-pupal stages are relatively few, resulting in a modest reduction of DIP-η expression in the population as a whole. This reduction would increase as more neurons express the Or47b-GAL4 resulting in full invasion.

Combinatorial knock down and overexpression of DIPs also support a model in which DIP/Dprs mediate differential adhesion. Overexpression of either DIP-δ or DIP-γ on their own, misdirects axon terminals indifferent directions. This is likely due to different context dependent adhesive DIP/Dpr interactions among ORN axons within the antennal lobe glomeruli in each experimental condition. Interestingly, these effects are neutralized when both DIPs are expressed simultaneously, suggesting integration of different adhesive forces exerted on the ORN axon terminals for each class.

Heterophilic adhesive interactions among DIPs/Dprs are consistent with their previously reported roles in the Drosophila eye in layer specific matching of photoreceptor cells with their targets in the medulla [35]. Mutations in DIPs/dprs cause photoreceptors to overshoot their targets because they lack adhesion with their postsynaptic partners [35]. In our study, we did not detect any ectopic synaptic matching of Or47b ORNs with other PNs, suggesting DIP/Dprs in ORNs might function in glomerular sorting and positioning, but not ORN-PN matching. However, these experiments are restricted to the analysis of MZ19 reporter, which labels DA1, DC3, and VA1d PNs. Thus, even though it is possible that DIP/Dpr interactions might play a role in ORN-PN matching for other ORN classes, our data is in agreement with a model of differential adhesion as an efficient strategy to form and segregate 50 class specific glomeruli in the antennal lobe. At each stage of the wiring program, axons can interact with their neighbors based on their DIP/Dpr profiles where highest adhesion occurs among the axons of the same ORN class, and perhaps determine the relative glomerular position of other ORN classes nearby. Superimposed onto other earlier regulators of wiring, such as Sema-1a, Sema-2a, and N-Cadherin, glomeruli can be sorted out from one another in a repeatable fashion [27,47].

ORN wiring programs continue after the onset of OR expression

Our results suggest that loss or addition of DIPs/Dprs generally act locally in a class-specific manner during the last stages of glomerular formation. In many instances, phenotypes can be generated by knocking down or overexpressing DIP/dpr genes using OR-GAL4 drivers, after the onset of olfactory receptor expression. This result is rather interesting given the current view of ORN circuit assembly. For many years, the consensus has been olfactory receptor genes are turned on after the glomerular formation is complete. Our results suggest that, at least for olfactory receptors that are turned on early in development, glomerular patterns are not entirely established by the onset of OR expression. The finding that class specific knock down and over expression experiments using Or47b-GAL4 drivers for many DIP genes leads to dramatic defects in the target VA1v glomerulus, indicates ongoing axonal decisions that require DIPs/Dprs after the onset of Or47b expression.

In addition, developmental analysis of knock down of DIP-η in Or47b ORNs shows that glomerular deformation can be detected as early 45 hrs APF during the finalization of glomerular formation. This suggests that DIPs and Dprs play some role in the development of glomerular morphology and positioning, while others may be more critical for the maintenance of proper glomerular shape. This conclusion is bolstered by the observation that some DIPs and Dprs have developmentally dynamic expression patterns, with distinct expression patterns at 40–50 hrs APF, while others show little to no expression at this developmental stage. It is likely that different DIPs and Dprs play different roles in ORN wiring depending on their expression pattern and timing.

It should also be noted that some phenotypes arise when other Or-GAL4s, that turn on later, are used in conjunction with the Or47b-GAL4. This suggests that while glomeruli obtain they final shape by 48hrs APF, this morphology is not set and can be altered later in development by the mis-expression or knock down of CSRs.

When a specific DIP/dpr gene, or gene combination, is lost or ectopically expressed in ORNs, axons invade the glomerulus targeted by a class of ORNs with the most compatible DIP/Dpr code, and/or which also now has new adhesive properties due to the perturbed genetic state. This role is akin to Dscam, a fellow Ig superfamily protein, involved in controlling dendritic self-avoidance, where combinatorial expression of thousands of dscam splice isoforms regulate recognition of self vs non-self-dendritic processes to produce distinct dendritic zones for each neuron [36]. In the case of DIPs/Dprs in the olfactory system, combinatorial expression of DIPs/dprs regulates sorting of ORN axon terminals that belong to the same class (self) from axon terminals of other ORN classes (non-self) which target neighboring glomeruli in the antennal lobe.

Regulation of DIP/Dpr expression

How do the class specific patterns of DIP/dpr expression arise? It seems likely that similar mechanisms that lead to the singular expression of a particular olfactory receptor in each neuron would also control the expression of DIPs/dprs. There are three major modes of regulation of OR selection: 1-prepatterning of the antennal disc by transcription factor networks that determine sensilla precursor identity, 2-regulation of neuronal fates by Notch-Delta signaling during asymmetric precursor cell divisions, and 3-terminal selector transcription factors regulating olfactory receptor gene expression and possibly other ORN identifiers [19,33,49]. Each mode of regulation clearly controls ORN wiring as prepatterning network mutants change ORN connectivity to converted fates [33,41], Notch pathway mutants behave similarly [19,43], and factors like Pdm3 regulate glomerular shape as well OR expression [50]. It is likely that each mode of regulation, layered on top of each other, work in concert to control DIP/dpr expression. This would lead to class-specific differences in their DIP/Dpr profiles, which would be generated by the developmental programs mediating terminal differentiation of each ORN class, increasing the complexity of the DIP/Dpr code for each ORN class. There might be some DIP/Dprs, like DIP-η and dpr12, that are expressed earlier and more abundantly in future ORNs, perhaps starting at precursor stages to coarsely sort early axons. Some DIPs/dprs are indeed expressed in our RNA-seq analysis at 8 hrs APF although at much lower levels when compared to 40 hrs APF and adult antennae. DIP/Dprs expressed in only few classes of ORNs, might be superimposed onto existing DIP/Dpr profiles in later stages of development, as individual ORN identities are defined by the onset of OR expression. Deeper understanding of exactly which transcription factors control DIP/dpr expression and how they relate to larger programs of neuronal specification is needed.

Convergent molecular logic for glomerular organization

The mammalian olfactory bulb is organizationally very similar to the Drosophila antennal lobe. In both organisms, the ORNs that express the same receptor converge their axons onto a single class-specific glomerulus [9,51]. Mammalian olfactory receptors are G-protein coupled receptors and differentially regulate the expression of adhesive and repulsive CSRs to position and sort ORN specific glomeruli using both ligand dependent and independent signaling [16,17]. Differential, ligand-independent cAMP signaling from each mammalian olfactory receptor gene regulates graded expression of Semaphorin and Neuropilin in different ORN classes, and control the positioning of each glomerulus [16,17]. In addition, olfactory receptor neuron activity refines glomerular convergence through differential expression of homophilic adhesion Ig-domain proteins Kirrel2/3, and repulsive transmembrane signaling proteins EphA and EphrinA, which regulate intra-class attraction and inter-class repulsion respectively [16,17].

In contrast to mammalian olfactory receptors, Drosophila olfactory receptors are ligand gated cation channels, and do not contribute to ORN wiring [18]. Interestingly, DIPs and Dprs share homology with Kirrels and seem to operate with a similar logic. Differential and graded expression of adhesion proteins, Kirrels in mammals and a combination of DIPs/Dprs in flies, mediates class-specific glomerular convergence. They do this by regulating adhesion among the axons from the same ORN class, by creating differential adhesion forces locally in the olfactory bulb based on ORN-specific cell surface receptor profiles. Thus, even though olfactory receptors in mammals and Drosophila are functionally and structurally diverse, our point to a possible evolutionarily convergent downstream molecular strategies that sort ORN axon terminals into distinct glomeruli in a class specific manner.

Materials and methods

Fly genetics

OR-mCD8::GFP [9], OR-Syt::GFP, OR-GAL4 [11], IR-GAL4 [52], GR-GAL4 [53] lines were from Leslie Vosshall, Barry Dickson, Richard Benton and John Carlson, respectively. Dpr-GAL4 and DIP-GAL4 [35,37] lines were from Larry Zipursky. UAS-mCD8::GFP, UAS>STOP>mCD8::GFP (BL# 30125 and 30032) [54], UAS-Syt::GFP, ey-FLP, MZ19-mCD8::GFP [22], UAS-RFP, UAS-DenMark::RFP [39] (BL# 33062) UAS-dpr1, UAS-DIPγ, UAS-DIPδ, dpr10MI03557[38] and UAS-RNAi lines were all from Bloomington Stock Center.

Fly genotypes

Fig 1A, 1C, 1D and 1E. w1118

Fig 2A. dpr-GAL4/UAS-sytGFP

Figs 2B and S2B. eyFLP/+; UAS>STOP>mCD8::GFP /+; dpr5-GAL4/+

Figs 2C and S2F. eyFLP/+; UAS>STOP>mCD8::GFP /+; dpr10-GAL4/+

Figs 2D and S2G. eyFLP/+; UAS>STOP>mCD8::GFP/+; dpr11-GAL4/+

Figs 2E and S2J. DIP-β-GAL4/eyFLP;; UAS>STOP>mCD8::GFP/+

Figs 2F and S2K. eyFLP/+; UAS>STOP>mCD8::GFP/+; DIP-γ-GAL4/+

Figs 2G and S2M. eyFLP/+; DIP-ε-GAL4/UAS>STOP>m-CD8::GFP

Figs 2H and S2O. eyFLP/+; DIP-η-GAL4/UAS>STOP>mCD8::GFP

S1A Fig. eyFLP/+; dpr2-GAL4 UAS-mCD8::GFP/CyO; FRT82 GAL80/FRT82

S1B and S2A Figs. eyFLP/+; dpr3-GAL4/UAS>STOP>mCD8::GFP

S1C and S2C Figs. eyFLP/+; UAS>STOP>mCD8::GFP/+; dpr6-GAL4/+

S1D and S2D Figs. dpr8-GAL4/eyFLP;; UAS>STOP>mCD8::GFP/+

S1E and S2E Figs. eyFLP/+; UAS>STOP>mCD8::GFP/+; dpr9-GAL4/+

S1F Fig. eyFLP/+; dpr12-GAL4/UAS-syt::GFP; FRT82 GAL80/FRT82

S1G Fig. dpr13-GAL4/UAS-syt::GFP

S1H and S2H Figs. eyFLP/+; UAS>STOP>mCD8::GFP/+; dpr15-GAL4/+

S1I and S2I Figs. eyFLP/+; UAS>STOP>mCD8::GFP/+; dpr16-GAL4/+

S1J and S2L Figs. eyFLP/+; UAS>STOP>mCD8::GFP/+; DIP-δ-GAL4/+

S1K and S2N Figs. eyFLP;/+ DIP-ζ-GAL4/UAS>STOP>mCD8::GFP

S1L and S2P Fig. eyFLP/+; DIP-θ-GAL4/UAS>STOP>mCD8::GFP

S1M Fig. dpr2-GAL4/UAS-mCD8::GFP

S1N Fig. dpr3-GAL4/UAS-mCD8::GFP

S1O Fig. UAS-mCD8::GFP/+; dpr5-GAL4/+

S1P Fig. UAS-mCD8::GFP/+; dpr10-GAL4/+

S1Q Fig. UAS-mCD8::GFP/+; dpr11-GAL4/+

S1R Fig. dpr12-GAL4/UAS-mCD8::GFP

S1S Fig. DIP-β-GAL4/+; UAS-mCD8::GFP/+

S1T Fig. UAS-mCD8::GFP/+; DIP-γ-GAL4/+

S1U Fig. UAS-mCD8::GFP/+; DIP-δ-GAL4/+

S1V Fig. DIP-ε-GAL4/UAS-mCD8::GFP

S1W Fig. DIP-η-GAL4/UAS-mCD8::GFP

S3A Fig. dpr-GAL4/UAS-DenMark::RFP

S3B Fig. dpr2-GAL4/UAS-DenMark::RFP

S3C Fig. dpr3-GAL4/UAS-DenMark::RFP

S3D Fig. UAS-DenMark::RFP/+; dpr6-GAL4/+

S3E Fig. UAS-DenMark::RFP/+; dpr10-GAL4/+

S3F Fig. dpr12-GAL4/UAS-DenMark::RFP

S3G Fig. dpr8-GAL4/+; UAS-DenMark::RFP/+

S3H Fig. DIP-α-GAL4/+; UAS-DenMark::RFP/+

S3I Fig. UAS-DenMark::RFP/+; DIP-γ-GAL4/+

S3J Fig. DIP-η-GAL4/UAS-DenMark::RFP

S3K Fig. dpr13-GAL4/UAS-DenMark::RFP

S3L Fig. DIP-ζ-GAL4/UAS-DenMark::RFP

S6A Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+

S6B Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/UAS-DIP-α RNAi

S6C Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-dpr12 RNAi/+

S6D Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/UAS-DIP-η RNAi

S6E Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-dpr8 RNAi/+

S6F Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-DIP-θ RNAi/+

S6G Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-dpr20 RNAi/+

S6H Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-dpr5 RNAi/+

S6I Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-dpr9 RNAi/+

S6J Fig. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-dpr10 RNAi/+

Fig 4A. Or47b-GAL4, UAS-syt::GFP/CyO

Fig 4B. Or47b-GAL4, UAS-syt::GFP/UAS-DIP-η RNAi

Fig 4C and 4D. Or47b-GAL4, UAS-RFP/CyO; Or88a-mCD8::GFP/+

Fig 4C–4E’. Or47b-GAL4, UAS-RFP/UAS-DIP-η RNAi; Or88a-mCD8::GFP/+

Fig 4F. Or47b-GAL4, UAS-RFP, MZ19-mCD8::GFP/CyO

Fig 4F’. Or47b-GAL4, UAS-RFP, MZ19-mCD8::GFP/UAS-DIP-η RNAi

Fig 4H–4J. Or47b-GAL4, UAS-RFP/CyO

Fig 4H’–4J’. Or47b-GAL4, UAS-RFP/UAS-DIP-η RNAi

Fig 4K. Bar-GAL4/+; UAS-mCD8::GFP/+

Fig 4K’. Bar-GAL4/+; UAS-mCD8::GFP/UAS-DIP-η RNAi

S7A Fig. Or47b-GAL4, Or47a-GAL4, Or23a-GAL4, Gr21a-GAL4, UAS-syt::GFP/CyO; TM2/TM6B

S7B Fig. Or47b-GAL4, Or47a-GAL4, Or23a-GAL4, Gr21a-GAL4, UAS-syt::GFP/ UAS-DIP-η RNAi; TM2/TM6B

S7D Fig. Or47b-GAL4, UAS-RFP/CyO; Or88a-mCD8::GFP/+

S7E Fig. Or47b-GAL4, UAS-RFP/UAS-DIP-η RNAi; Or88a-mCD8::GFP/+

S7H and S7I Fig. Or47b-GAL4, UAS-RFP/UAS-DIP-η RNAi; Or88a-mCD8::GFP/+

S7K Fig. Or88a-GAL4, UAS-mCD8::GFP/CyO

S7L Fig. Or88a-GAL4, UAS-mCD8::GFP/UAS-DIP-η RNAi

Fig 5A. peb-GAL4/+; Or47b-sytGFP, Or47a-sytGFP, Gr21a-sytGFP/+

Fig 5B. peb-GAL4/+; Or47b-sytGFP, Or47a-sytGFP, Gr21a-sytGFP/UAS-DIP-η RNAi; DIP-δ-GFP/UAS-deGradFP

Fig 5D. Or47b-GAL4, UAS-syt::GFP/CyO; TM2/TM6B

Fig 5F. Or47b-GAL4, UAS-syt::GFP/+; UAS-DIP-δ/TM6B

Fig 5E. Or47b-GAL4, UAS-syt::GFP/+; UAS-DIP-γ/TM6B

Fig 5G. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+

Fig 5H. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-DIP-δ/+

Fig 5I. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/+; UAS-DIP-γ/+

Fig 5J. Or47b-GAL4, Or47a-GAL4, Or23a-GAL4, Gr21a-GAL4, UAS-syt::GFP/CyO; TM2/TM6B

Fig 5K. Or47b-GAL4, Or47a-GAL4, Or23a-GAL4, Gr21a-GAL4, UAS-syt::GFP/+; UAS-DIP-δ/TM6B

Fig 5L. Or47b-GAL4, Or47a-GAL4, Or23a-GAL4, Gr21a-GAL4, UAS-syt::GFP/+; UAS-DIP-γ/TM6B

Fig 5M. Or47b-GAL4, Or47a-GAL4, Or23a-GAL4, Gr21a-GAL4, UAS-syt::GFP/+; UAS-DIP-γ/UAS-DIP-δ

Fig 6A. Or47b-GAL4, UAS-syt::GFP/CyO

Fig 6B. Or47b-GAL4, UAS-syt::GFP/UAS-Dpr1

Fig 6C. eyFLP/+; Or47b-GAL4, UAS-CD2, Or47b-mCD8::GFP/CyO; FRT82 GAL80/FRT82

Fig 6D. eyFLP/+; Or47b-GAL4, UAS-CD2, Or47b-mCD8::GFP/UAS-dpr1; FRT82 GAL80/FRT82

Fig 6E. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/CyO

Fig 6F. peb-GAL4/+; Or47b-syt::GFP, Or47a-syt::GFP, Gr21a-syt::GFP/UAS-dpr1

Fig 6E. peb-GAL4/+; Or47b-syt::GFP/CyO

Fig 6F. peb-GAL4/+; Or47b-syt::GFP/UAS-dpr1

Fig 6E. peb-GAL4/+; Or47a-syt::GFP/CyO

Fig 6F. peb-GAL4/+; Or47a-syt::GFP/UAS-dpr1

Figs 6K and S7E. Or47b-GAL4, Or47a-GAL4, Or23a-GAL4, Gr21a-GAL4, UAS-syt::GFP/CyO

Figs 6L and S7F. Or47b-GAL4, Or47a-GAL4, Or23a-GAL4, Gr21a-GAL4, UAS-syt::GFP/UAS-Dpr1

S8G Fig. Or88a-GAL4, UAS-mCD8::GFP

S8H Fig. Or88a-GAL4, UAS-mCD8::GFP/UAS-dpr1

Fig 7A. Or47a-syt::GFP; dpr10MI03557/TM6B

Fig 7B. Or47a-syt::GFP; dpr10MI03557

Fig 7C. Gr21a-GAL4, UAS-syt::GFP; dpr10MI03557/TM6B

Fig 7D. Gr21a-GAL4, UAS-syt::GFP; dpr10MI03557

Fig 7E. Or10a-GAL4, UAS-mCD8::GFP; dpr10MI03557/TM6B

Fig 7F. Or10a-GAL4, UAS-mCD8::GFP; dpr10MI03557

Fig 7G. Or47b-syt::GFP; dpr10MI03557/TM6B

Fig 7H. Or47b-syt::GFP; dpr10MI03557

Fig 7I. Or47a-GAL4, UAS-syt::GFP/UAS-mCD8::GFP; dpr10MI03557/TM6B

Fig 7J. Or47a-GAL4, UAS-syt::GFP/UAS-mCD8::GFP; dpr10MI03557

Fig 7K. Gr21a-GAL4, UAS-mCD8::GFP; dpr10MI03557/TM6B

Fig 7L. Gr21a-GAL4, UAS-mCD8::GFP; dpr10MI03557

Fig 7M. Or88a-GAL4, UAS-mCD8::GFP; dpr10MI03557/TM6B

Fig 7N. Or88a-GAL4, UAS-mCD8::GFP; dpr10MI03557

RNA-seq

RNAseq was performed as described before. Wandering third instar larval antennal discs (~70 for each genotype), 8hr APF pupal antennae (~50 for each genotype), 40hr APF pupal antennae (~50 for each genotype), and adult antennae (150 males and 150 females) from w1118 flies were dissected. We extracted RNA only from the antennal portion of the larval eye-antennal discs in order to remove contamination by transcripts from the developing eye. RNA sequencing libraries were prepared with TruSeq Stranded mRNA Sample Prep Kit (Illumina) following the manufacturer's instructions. For the RNA fragmentation step, 94°C, 2min was used with the intention to obtain a median size ~185bp. PCR amplification was done with 15 cycles. A total of 24 multiplexed libraries (barcoded) were accessed for quality and mixed altogether before separating to two identical pooled libraries, which are subject to cluster generation followed by Illumina 50bp paired-end sequencing by UNC High-Throughput Sequencing Facility (HTSF), as described in [33].

Analysis of RNAseq data

Following Li et al., The Drosophila melanogaster transcriptome (r5.57) was downloaded from Flybase.org and an indexed was created with bwa-0.7.8 [55]. Each sequencing file was aligned to the transcriptome, and .sam files for each sample were generated. At least 80% of the total reads were able to align to the reference sequence. Count tables were then made for each sample using featureCount and a customized python script, and further consolidated into a matrix containing transcript ID and read counts from all genotypes for each stage with a Ruby script [56]. These matrices were used as inputs for differential expression analysis using customized DESeq2 R script [57].

Immunohistochemistry

Samples were fixed with 4% paraformaldehyde, washed with phosphate buffer with 0.2% Triton X-100, and staining as previously described. Primary antibodies were used in the following dilutions: rabbit α-GFP 1:1000 (Invitrogen), rat α-Ncad 1:20 (Developmental Studies Hybridoma Bank), mouse α-Bruchpilot 1:50 (Developmental Studies Hybridoma Bank), mouse α-rat CD2 1:200 (Serotec), rabbit α-RFP 1:200, chicken α-GFP 1:700. The following secondary antibodies were used: AlexaFluor488 goat α-rabbit 1:1000, goat α-mouse-Cy3 1:100, AlexaFluor568 goat α-mouse IgG highly cross-adsorbed 1:300, AlexaFluor647 goat α-rat 1:200, AlexaFluor633 goat α-mouse 1:200, goat α-rabbit Cy3 1:200, AlexaFluor488 goat α-rat 1:200, AlexaFluor488 goat α-chicken 1:700, goat α-rat Cy3 1:200. Confocal images were taken by an Olympus Fluoview FV1000 or Zeiss LSM 510 (Light Microscopy Core Facility).

Statistical analysis of ORN class specific DIP/Dpr profiles

Biclustering analysis was performed using existing "biclust" package in R to hierarchically cluster both DIP/Dpr expression profile in each ORN class, and the ORNs that express each DIP or Dpr gene. Multidimensional scaling (MDS) was performed in R on a matrix for each ORN class and their DIP/Dpr profiles in a binary fashion (0, 1), where value 1 represents presence of a given DIP or Dpr in a given ORN class. The results were plotted in two dimensions.

k-means clustering in R was used to identify the 10 clusters below, which were later used to color code each cluster on the MDS plot. Same color coding was used on the antennal lobe scheme to highlight actual glomerular positions for each ORN class. Clusters are:

  1. Ir75abc2, Or85d, Or49a85f, Or67a, Or10a,
  2. Ir92a76a, Or35a, Ir84a, Ir76ab, Or67b, Or67c, Gr21a, Or2a,
  3. Or42a, Or49b, Or85b, Or7a, Or47a33b, Or83c, Or43a,
  4. UNKNOWN1, Or42b, Or85a,
  5. Ir75d, Or43b, Or56a33a, Or22ab, Or67d,
  6. Ir64a, Ir75abc, Or46a, Ir31a, Ir75a, Ir41a, Or98a,
  7. UNKNOWN2, Or59c, Or71a, Or82a, Or9a, Or59b, Or23a,
  8. Or33c, Or13a, Or69ab, Or92a, Or47b, Or65abc, Or88a, Or19a

Supporting information

S1 Table. Raw expression values for Fig 1A.

DESeq2 normalized expression values used for hierarchical clustering in Fig 1A. Genes are ordered by their position in the heat map in Fig 1A and each cluster is labeled.

https://doi.org/10.1371/journal.pgen.1007560.s001

(XLSX)

S1 Fig. Expression of DIPs and Dprs in the olfactory system.

DIP and dpr-GAL4 reporters driving UAS>STOP>mCD8::GFP (green) not shown in Fig 2A–2L. DIP and dpr-GAL4s driving UAS-mCD8::GFP to visualize ORNs in the antenna (M-W). Most DIPs and dprs are expressed exclusively in ORNs although some are not expressed in the antenna at all.

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S2 Fig. Developmental expression patterns of DIPs/Dprs in ORNs.

DIP/dpr-GAL4s driving the expression of UAS>STOP>mCD8::GFP (green) specifically in ORNs using ey driven flippase. Each DIP or dpr is expressed in a subset of ORN classes at this stage usually in fewer than in the adult.

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S3 Fig. Expression of DIPs and Dprs in projection neurons.

DIP and dpr-GAL4s were used to drive UAS-DenMark::RFP (magenta) with staining for neuropil in green (A-L). DIPs and dprs are expressed in subsets of projection neurons, all PNs or none. Binding partners make no discernable matching pattern between ORNs and PNs.

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S4 Fig. DIP/Dpr interaction network.

In addition, some DIPs and Dprs share homology with Kirrels. Approximately of half of DIP/Dpr proteins are homologous to mammalian Kirrels (+), which control glomerular formation in the mouse olfactory system. Homology is based upon FlyBase DIOPT scores. Adapted from [35,37].

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S5 Fig. Segregation of sensilla morphological types and Notch state in MDS analysis of DIP-Dpr profiles.

(A-C) ORN classes are labeled based upon sensilla morphological class (A), with coeloconics and trichoids (B) or basiconics (C) specifically. While no overall pattern is obvious, coeloconic classes and trichoid classes segregate away from each other. (D-E) ORN classes are colored based upon their Notch state, with coeloconics and trichoids (D) or basiconics (E) specifically. No pattern or segregation appears based upon Notch state.

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S6 Fig. Single knock down of DIPs/Dprs with pan-ORN driver does not disrupt ORN wiring.

RNAi against single DIPs and dprs were driven in all ORNs with peb-GAL4 and axon terminals of Or47b, Or47a, and Gr21a were visualized using direct fusion reporters driving UAS-syt::GFP (A-J). No defects were detected in any of the conditions.

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S7 Fig. Detailed description of DIP-η knock down phenotype.

(A, B) Knock down of DIP-η with four OR-GAL4s specifically disrupts the morphology of the VA1v glomerulus, but not other classes of ORNs. (C) The expansion of the Or47b glomerulus is highly penetrant in DIP-η knock down, with 85% of individuals displaying invasion in one or both antennal lobes. (D-F) The number of Or47b ORNs (magenta) does not change with knock down of DIP-η (p>0.05), but the number of Or88a ORNs (green) is reduced by approximately half. This suggests that loss of DIP-η non-autonomously affects the generation or survival of Or88a ORNs in addition to glomerular morphology. (H, I) Knock down of DIP-η in flies raised at 22 and 18 °C. Flies raised at 18 °C display predominantly wildtype morphology of the VA1v (red) and VA1d (green) glomeruli. Flies raised at 22 °C displayed splitting of the VA1v glomerulus. (J) Spilt VA1v glomeruli were present in 68% of flies raised at 22 °C but only 29% of flies raised at 18 °C. (K, L) Knock down of DIP-η in Or88a ORNs using the Or88a-GAL4 driver does not disrupt the Or88a ORN target glomerulus. (M) Disruptions to the VA1d glomerulus were present in 60% of individuals in one or both antennal lobes when DIP-η was knocked down with the Bar-GAL4.

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S8 Fig. Summary and penetrance of DIP/Dpr overexpression phenotypes.

(A) 71% of individuals displayed either a split of the Or47b glomerulus or diffuse axons within the Or47b glomerulus during DIP-δ overexpression. 50% of individuals showed at least partial invasion of the Or88a glomerulus by Or47b axons when DIP-γ was expressed in Or47b neurons. All individuals displayed wildtype VA1v morphology when both genes were overexpressed. (B) 40% and 80% of individuals displayed splitting of the Or47b glomerulus when dpr1 was expressed in four ORN classes or all ORNs respectively. (C) Splitting of the Or47a glomerulus accompanied by the formation of an ectopic glomerulus was present in 50% of individuals when Dpr1 was expressed in all ORNs. (D). ~20% of individuals displayed a split of the V glomerulus during dpr1 overexpression. (E, F) Overexpression of dpr1 caused occasional splitting of the V glomerulus (F). (G, H) Overexpression of dpr1 in Or88a neurons did not disrupt the morphology of the VA1d glomerulus.

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S9 Fig. Summary and penetrance of dpr10 mutant phenotypes.

(A-C) Summary of penetrance and phenotypes observed in each class of neurons labeled. In each class, greater than 60% of individuals displayed a mutant phenotype in one or both antennal lobes. A minimum of 10 brains were imaged for each class of neurons.

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Acknowledgments

We would like to thank Hugo Bellen, Kai Zinn and Larry Zipursky for generously sharing reagents and input into this study. We thank Bloomington Stock Center and Drosophila Genetic Resource Center for their services. We acknowledge the services provided by Duke Light Microscopy Core Facility, Duke Microarray Core Facility, UNC High-Throughput Sequencing Facility.

References

  1. 1. Azevedo FACC, Carvalho LRBB, Grinberg LT, Farfel JM, Ferretti RELL, Leite REPP, et al. Equal numbers of neuronal and nonneuronal cells make the human brain an isometrically scaled-up primate brain. J Comp Neurol. 2009;513: 532–41. pmid:19226510
  2. 2. Petrovic M, Schmucker D. Axonal wiring in neural development: Target-independent mechanisms help to establish precision and complexity. Bioessays. 2015;37: 996–1004. pmid:26184069
  3. 3. de Wit J, Ghosh A. Specification of synaptic connectivity by cell surface interactions. Nat Rev Neurosci. 2016;17: 22–35. pmid:26656254
  4. 4. Frei JA, Stoeckli ET. SynCAMs–From axon guidance to neurodevelopmental disorders. Molecular and Cellular Neuroscience. 2017. pp. 41–48. pmid:27594578
  5. 5. Zoghbi HY. Postnatal Neurodevelopmental Disorders: Meeting at the Synapse? Science. 2003. pp. 826–830. pmid:14593168
  6. 6. Washbourne P. Synapse assembly and neurodevelopmental disorders. Neuropsychopharmacology. 2015. pp. 4–15. pmid:24990427
  7. 7. Engle EC. Human genetic disorders of axon guidance. Cold Spring Harbor perspectives in biology. 2010. pmid:20300212
  8. 8. Barish S, Volkan PC. Mechanisms of olfactory receptor neuron specification in Drosophila. Wiley Interdiscip Rev Dev Biol. 2015; pmid:26088441
  9. 9. Couto A, Alenius M, Dickson BJ. Molecular, anatomical, and functional organization of the Drosophila olfactory system. Curr Biol. 2005/09/06. 2005;15: 1535–1547. pmid:16139208
  10. 10. Silbering a. F, Rytz R, Grosjean Y, Abuin L, Ramdya P, Jefferis GSXE, et al. Complementary Function and Integrated Wiring of the Evolutionarily Distinct Drosophila Olfactory Subsystems. J Neurosci. 2011;31: 13357–13375. pmid:21940430
  11. 11. Fishilevich E, Vosshall LB. Genetic and functional subdivision of the Drosophila antennal lobe. Curr Biol. 2005/09/06. 2005;15: 1548–1553. pmid:16139209
  12. 12. Vosshall LB, Wong AM, Axel R. An olfactory sensory map in the fly brain. Cell. 2000/08/16. 2000;102: 147–159. Available: http://www.ncbi.nlm.nih.gov/pubmed/10943836 pmid:10943836
  13. 13. Bhalerao S, Sen A, Stocker R, Rodrigues V. Olfactory neurons expressing identified receptor genes project to subsets of glomeruli within the antennal lobe of Drosophila melanogaster. J Neurobiol. 2003;54: 577–592. pmid:12555270
  14. 14. Buck L, Axel R. A novel multigene family may encode odorant receptors: a molecular basis for odor recognition. Cell. 1991/04/05. 1991;65: 175–187. Available: http://www.ncbi.nlm.nih.gov/pubmed/1840504 pmid:1840504
  15. 15. Imai T, Sakano H, Vosshall LB. Topographic mapping—the olfactory system. Cold Spring Harb Perspect Biol. 2010/06/18. 2010;2: a001776. pmid:20554703
  16. 16. Nakashima A, Takeuchi H, Imai T, Saito H, Kiyonari H, Abe T, et al. XAgonist-independent GPCR activity regulates anterior-posterior targeting of olfactory sensory neurons. Cell. Elsevier Inc.; 2013;154: 1314–1325. pmid:24034253
  17. 17. Serizawa S, Miyamichi K, Takeuchi H, Yamagishi Y, Suzuki M, Sakano H. A Neuronal Identity Code for the Odorant Receptor-Specific and Activity-Dependent Axon Sorting. Cell. 2006;127: 1057–1069. pmid:17129788
  18. 18. Wicher D, Schäfer R, Bauernfeind R, Stensmyr MC, Heller R, Heinemann SH, et al. Drosophila odorant receptors are both ligand-gated and cyclic-nucleotide-activated cation channels. Nature. 2008;452: 1007–1011. pmid:18408711
  19. 19. Endo K, Aoki T, Yoda Y, Kimura K, Hama C. Notch signal organizes the Drosophila olfactory circuitry by diversifying the sensory neuronal lineages. Nat Neurosci. 2007;10: 153–60. pmid:17220884
  20. 20. Barish S, Volkan PC. Mechanisms of olfactory receptor neuron specification in Drosophila [Internet]. Wiley Interdisciplinary Reviews: Developmental Biology. 2015. pp. 609–621. pmid:26088441
  21. 21. Jhaveri D, Sen A, Rodrigues V. Mechanisms Underlying Olfactory Neuronal Connectivity in Drosophila—The Atonal Lineage Organizes the Periphery while Sensory Neurons and Glia Pattern the Olfactory Lobe. Dev Biol. 2000;226: 73–87. pmid:10993675
  22. 22. Jefferis GSXE. Developmental origin of wiring specificity in the olfactory system of Drosophila. Development. 2004;131: 117–130. pmid:14645123
  23. 23. Joo WJW, Sweeney LBL, Liang L, Luo L. Linking Cell Fate, Trajectory Choice, and Target Selection: Genetic Analysis of Sema-2b in Olfactory Axon Targeting. Neuron. Elsevier Inc.; 2013;78: 673–686. pmid:23719164
  24. 24. Sweeney LB, Chou YH, Wu Z, Joo W, Komiyama T, Potter CJ, et al. Secreted semaphorins from degenerating larval ORN axons direct adult projection neuron dendrite targeting. Neuron. Elsevier Inc.; 2011;72: 734–747. pmid:22153371
  25. 25. Jhaveri D, Saharan S, Sen A, Rodrigues V. Positioning sensory terminals in the olfactory lobe of Drosophila by Robo signaling. Development. 2004;131: 1903–1912. pmid:15056612
  26. 26. Hummel T, Vasconcelos ML, Clemens JC, Fishilevich Y, Vosshall LB, Zipursky SL. Axonal targeting of olfactory receptor neurons in Drosophila is controlled by Dscam. Neuron. 2003;37: 221–231. pmid:12546818
  27. 27. Hummel T, Zipursky SL. Afferent induction of olfactory glomeruli requires N-cadherin. Neuron. 2004;42: 77–88. pmid:15066266
  28. 28. Sweeney LB, Couto A, Chou YH, Berdnik D, Dickson BJ, Luo L, et al. Temporal Target Restriction of Olfactory Receptor Neurons by Semaphorin-1a/PlexinA-Mediated Axon-Axon Interactions. Neuron. 2007;53: 185–200. pmid:17224402
  29. 29. Hong W, Mosca TJ, Luo L. Teneurins instruct synaptic partner matching in an olfactory map. Nature. 2012/03/20. Nature Publishing Group; 2012;484: 201–207. pmid:22425994
  30. 30. Mosca TJ, Luo L. Synaptic organization of the Drosophila antennal lobe and its regulation by the Teneurins. Elife. 2014; 1–29. pmid:25310239
  31. 31. Ward A, Hong W, Favaloro V, Luo L. Toll Receptors Instruct Axon and Dendrite Targeting and Participate in Synaptic Partner Matching in a Drosophila Olfactory Circuit. Neuron. 2015;85: 1013–1028. pmid:25741726
  32. 32. Rodrigues V, Hummel T. Development of the Drosophila olfactory system. Adv Exp Med Biol. 2008/08/08. 2008;628: 82–101. pmid:18683640
  33. 33. Li Q, Barish S, Okuwa S, Maciejewski A, Brandt AT, Reinhold D, et al. A Functionally Conserved Gene Regulatory Network Module Governing Olfactory Neuron Diversity. PLoS Genet. 2016;12: e1005780. pmid:26765103
  34. 34. Barish S, Li Q, Pan JW, Soeder C, Jones C, Volkan PC. Transcriptional profiling of olfactory system development identifies distal antenna as a regulator of subset of neuronal fates. Sci Rep. 2017;7: 40873. pmid:28102318
  35. 35. Carrillo RA, Özkan E, Menon KP, Nagarkar-Jaiswal S, Lee P-T, Jeon M, et al. Control of Synaptic Connectivity by a Network of Drosophila IgSF Cell Surface Proteins. Cell. 2015;163: 1770–82. pmid:26687361
  36. 36. Hattori D, Demir E, Kim HW, Viragh E, Zipursky SL, Dickson BJ. Dscam diversity is essential for neuronal wiring and self-recognition. Nature. 2007;449: 223–227. pmid:17851526
  37. 37. Tan L, Zhang KX, Pecot MY, Nagarkar-Jaiswal S, Lee P-T, Takemura S, et al. Ig Superfamily Ligand and Receptor Pairs Expressed in Synaptic Partners in Drosophila. Cell. 2015;163: 1756–1769. pmid:26687360
  38. 38. Venken KJT, Schulze KL, Haelterman NA, Pan H, He Y, Evans-Holm M, et al. MiMIC: a highly versatile transposon insertion resource for engineering Drosophila melanogaster genes. Nat Methods. NIH Public Access; 2011;8: 737–43. Available: http://www.ncbi.nlm.nih.gov/pubmed/21985007 pmid:21985007
  39. 39. Nicolaï LJJ, Ramaekers A, Raemaekers T, Drozdzecki A, Mauss AS, Yan J, et al. Genetically encoded dendritic marker sheds light on neuronal connectivity in Drosophila. Proc Natl Acad Sci U S A. National Academy of Sciences; 2010;107: 20553–8. pmid:21059961
  40. 40. Li H, Horns F, Wu B, Xie Q, Li J, Li T, et al. Classifying Drosophila Olfactory Projection Neuron Subtypes by Single-cell RNA Sequencing. bioRxiv. 2017; Available: http://biorxiv.org/content/early/2017/06/03/145045
  41. 41. Li Q, Ha TSS, Okuwa S, Wang Y, Wang Q, Millard SSS, et al. Combinatorial Rules of Precursor Specification Underlying Olfactory Neuron Diversity. Curr Biol. Elsevier Ltd; 2013; 1–10. pmid:24268416
  42. 42. Grabe V, Baschwitz A, Dweck HKM, Lavista-Llanos S, Hansson BS, Sachse S. Elucidating the Neuronal Architecture of Olfactory Glomeruli in the Drosophila Antennal Lobe. Cell Rep. 2016;16: 3401–3413. pmid:27653699
  43. 43. Endo K, Karim MR, Taniguchi H, Krejci A, Kinameri E, Siebert M, et al. Chromatin modification of Notch targets in olfactory receptor neuron diversification. Nat Neurosci. 2011;15: 224–234. pmid:22197833
  44. 44. Hueston CE, Olsen D, Li Q, Okuwa S, Peng B, Wu J, et al. Chromatin Modulatory Proteins and Olfactory Receptor Signaling in the Refinement and Maintenance of Fruitless Expression in Olfactory Receptor Neurons. Hassan BA, editor. PLOS Biol. Public Library of Science; 2016;14: e1002443. pmid:27093619
  45. 45. Berdnik D, Chihara T, Couto A, Luo L. Wiring stability of the adult Drosophila olfactory circuit after lesion. J Neurosci. 2006;26: 3367–3376. pmid:16571743
  46. 46. Caussinus E, Affolter M. deGradFP: A System to Knockdown GFP-Tagged Proteins. Humana Press, New York, NY; 2016. pp. 177–187. https://doi.org/10.1007/978-1-4939-6371-3_9 pmid:27730581
  47. 47. Lattemann M, Zierau A, Schulte C, Seidl S, Kuhlmann B, Hummel T. Semaphorin-1a Controls Receptor Neuron-Specific Axonal Convergence in the Primary Olfactory Center of Drosophila. Neuron. 2007;53: 169–184. pmid:17224401
  48. 48. Zhu H, Luo L. Diverse functions of N-cadherin in dendritic and axonal terminal arborization of olfactory projection neurons. Neuron. 2004;42: 63–75. pmid:15066265
  49. 49. Jafari S, Alkhori L, Schleiffer A, Brochtrup A, Hummel T, Alenius M. Combinatorial activation and repression by seven transcription factors specify drosophila odorant receptor expression. PLoS Biol. 2012;10. pmid:22427741
  50. 50. Tichy AL, Ray A, Carlson JR. A new Drosophila POU gene, pdm3, acts in odor receptor expression and axon targeting of olfactory neurons. J Neurosci. 2008;28: 7121–7129. pmid:18614681
  51. 51. Ressler KJ, Sullivan SL, Buck LB. A zonal organization of odorant receptor gene expression in the olfactory epithelium. Cell. 1993/05/07. 1993;73: 597–609. Available: http://www.ncbi.nlm.nih.gov/pubmed/7683976 pmid:7683976
  52. 52. Benton R, Vannice KS, Gomez-Diaz C, Vosshall LB. Variant ionotropic glutamate receptors as chemosensory receptors in Drosophila. Cell. 2009/01/13. 2009;136: 149–162. pmid:19135896
  53. 53. Dahanukar A, Lei Y-T, Kwon JY, Carlson JR. Two Gr Genes Underlie Sugar Reception in Drosophila. Neuron. Cell Press; 2007;56: 503–516. pmid:17988633
  54. 54. Hong W, Zhu H, Potter CJ, Barsh G, Kurusu M, Zinn K, et al. Leucine-rich repeat transmembrane proteins instruct discrete dendrite targeting in an olfactory map. Nat Neurosci. 2009;12: 1542–1550. pmid:19915565
  55. 55. Li H, Durbin R. Fast and accurate short read alignment with Burrows-Wheeler transform. Bioinformatics. 2009;25: 1754–1760. pmid:19451168
  56. 56. Liao Y, Smyth GK, Shi W. featureCounts: an efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics. 2014;30: 923–930. pmid:24227677
  57. 57. Love MI, Anders S, Huber W. Differential analysis of count data—the DESeq2 package [Internet]. 2014.