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Hippo, TGF-β, and Src-MAPK pathways regulate transcription of the upd3 cytokine in Drosophila enterocytes upon bacterial infection

  • Philip Houtz ,

    Contributed equally to this work with: Philip Houtz, Alessandro Bonfini, Xi Liu

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

    Affiliation Cornell Institute of Host-Microbe Interactions and Disease. Department of Entomology. Cornell University, Ithaca, NY, United States of America

    ORCID http://orcid.org/0000-0002-6180-1077

  • Alessandro Bonfini ,

    Contributed equally to this work with: Philip Houtz, Alessandro Bonfini, Xi Liu

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

    Affiliation Cornell Institute of Host-Microbe Interactions and Disease. Department of Entomology. Cornell University, Ithaca, NY, United States of America

    ORCID http://orcid.org/0000-0001-6642-8665

  • Xi Liu ,

    Contributed equally to this work with: Philip Houtz, Alessandro Bonfini, Xi Liu

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

    Affiliation Cornell Institute of Host-Microbe Interactions and Disease. Department of Entomology. Cornell University, Ithaca, NY, United States of America

  • Jonathan Revah,

    Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

    Affiliation Cornell Institute of Host-Microbe Interactions and Disease. Department of Entomology. Cornell University, Ithaca, NY, United States of America

    ORCID http://orcid.org/0000-0001-7049-9140

  • Aurélien Guillou,

    Roles Data curation, Formal analysis, Investigation, Methodology

    Affiliation Cornell Institute of Host-Microbe Interactions and Disease. Department of Entomology. Cornell University, Ithaca, NY, United States of America

  • Mickael Poidevin,

    Roles Conceptualization, Methodology, Resources

    Affiliation Institut de Biologie Integrative de la Cellule. Avenue de la Terrasse, France

  • Korneel Hens,

    Roles Data curation, Formal analysis, Investigation, Methodology, Validation

    Affiliation Centre for Neural Circuits and Behavior, The University of Oxford, Tinsley Building, Mansfield Road, Oxford, United Kingdom

    ORCID http://orcid.org/0000-0002-0362-7007

  • Hsin-Yi Huang,

    Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Validation

    Affiliation Department of Life Science and Life Science Center, Tunghai University, Taichung, Taiwan, Republic of China

  • Bart Deplancke,

    Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Validation

    Affiliations Laboratory of Systems Biology and Genetics (LSBG). School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland, Swiss Institute of Bioinformatics, Lausanne, Switzerland

    ORCID http://orcid.org/0000-0001-9935-843X

  • Yu-Chen Tsai,

    Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Validation

    Affiliation Department of Life Science and Life Science Center, Tunghai University, Taichung, Taiwan, Republic of China

  • Nicolas Buchon

    Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

    nicolas.buchon@cornell.edu

    Affiliation Cornell Institute of Host-Microbe Interactions and Disease. Department of Entomology. Cornell University, Ithaca, NY, United States of America

    ORCID http://orcid.org/0000-0003-3636-8387

Hippo, TGF-β, and Src-MAPK pathways regulate transcription of the upd3 cytokine in Drosophila enterocytes upon bacterial infection

  • Philip Houtz, 
  • Alessandro Bonfini, 
  • Xi Liu, 
  • Jonathan Revah, 
  • Aurélien Guillou, 
  • Mickael Poidevin, 
  • Korneel Hens, 
  • Hsin-Yi Huang, 
  • Bart Deplancke, 
  • Yu-Chen Tsai
PLOS
x

Abstract

Cytokine signaling is responsible for coordinating conserved epithelial regeneration and immune responses in the digestive tract. In the Drosophila midgut, Upd3 is a major cytokine, which is induced in enterocytes (EC) and enteroblasts (EB) upon oral infection, and initiates intestinal stem cell (ISC) dependent tissue repair. To date, the genetic network directing upd3 transcription remains largely uncharacterized. Here, we have identified the key infection-responsive enhancers of the upd3 gene and show that distinct enhancers respond to various stresses. Furthermore, through functional genetic screening, bioinformatic analyses and yeast one-hybrid screening, we determined that the transcription factors Scalloped (Sd), Mothers against dpp (Mad), and D-Fos are principal regulators of upd3 expression. Our study demonstrates that upd3 transcription in the gut is regulated by the activation of multiple pathways, including the Hippo, TGF-β/Dpp, and Src, as well as p38-dependent MAPK pathways. Thus, these essential pathways, which are known to control ISC proliferation cell-autonomously, are also activated in ECs to promote tissue turnover the regulation of upd3 transcription.

Author summary

Tissue regeneration is a fundamental process that maintains the integrity of the intestinal epithelium when faced with chemical or microbial stresses. In both healthy and diseased conditions, pro-regenerative cytokines function as central coordinators of gut renewal, linking inflammation to stem cell activity. In Drosophila, the upstream events that stimulate the production of the primary cytokine Unpaired 3 (Upd3) in response to indigenous or pathogenic microbes have yet to be elucidated. In this study, we demonstrate that upd3 expression is driven in different cell types by separate microbe-responsive enhancers. In enterocytes (ECs), cytokine induction relies on the Yki/Sd, Mad/Med, and AP-1 transcription factors (TFs). These TF complexes are activated downstream of the Hippo, TGF-β and Src-MAPK pathways, respectively. Inhibiting these pathways in ECs impairs upd3 transcription, which in turn blocks intestinal stem cell proliferation and reduces the survival rate of adult flies following enteric infections. Altogether, our study identifies the major microbe-responsive enhancers of the upd3 gene and sheds light on the complexity of the gene regulatory network required in ECs to regulate tissue homeostasis and stem cell activity in the digestive tract.

Introduction

The digestive tract is uniquely challenged by its high degree of exposure to the external environment. The transit of nutrients through the gastrointestinal (GI) tract is accompanied by frequent introduction of biotic and abiotic stresses. In particular, digestive tissue is constantly exposed to a high density of microbes, including benign microbiota and invasive pathogens [1]. The gut epithelium performs a multifaceted role in maintaining the barrier between the host and its environment through immune responses and the maintenance of a continuous cellular monolayer [2], while digesting and absorbing nutrients. Preservation of epithelial integrity in the GI tract requires continual tissue turnover by coordinated shedding of epithelial cells along with division and differentiation of intestinal stem cells (ISCs) [1,3]. Disorders in epithelial regeneration or intestinal immunity lead to intestinal maladies including inflammatory bowel disease (IBD) and colorectal cancer [4]. Cytokines, which are central to gut homeostasis, are produced by epithelial and immune cells to properly orchestrate immune and repair responses [2,3]. The control of cytokine signaling in the digestive tract is complex, and characterizing the regulators of cytokine expression is a critical step towards fully understanding the mechanisms underlying intestinal homeostasis.

Drosophila melanogaster has emerged as a powerful model to study gut homeostasis, epithelial immunity and ISC regulation [1,5], and acts as a model for intestinal infection and pathology [6]. Like the mammalian intestine, the midgut of Drosophila contains ISCs that divide and differentiate to replace the absorptive, polyploid enterocytes (ECs) and secretory enteroendocrine cells (EEs) [5]. During division, midgut ISCs self-renew and give rise to a pool of transient, differentiating precursor cells called enteroblasts (EBs), which terminally differentiate into ECs. Similarly, EE cells are replaced via ISCs that divide and give rise to pre-EE progenitors [7]. Also like the mammalian intestine, the Drosophila midgut is regionalized. Specifically, it can be divided into five main regions: the cardia (at the foregut-midgut junction), R1 and R2 composing the anterior midgut, R3 also known as the copper cell region, and R4 and R5 that constitute the posterior midgut [8,9].

In response to infection by microbial pathogens or, to a lesser extent, ingestion of dietary microbes, the midgut activates multiple layers of innate immunity. Among these are the induced synthesis of reactive oxygen species (ROS) by the NADPH oxidases Dual oxidase (Duox) and NADPH oxidase (Nox), and the production of antimicrobial peptides under the regulation of the immune deficiency (Imd) and JAK-STAT pathways [1013]. Imd pathway activation is triggered by the detection of bacteria via peptidoglycan recognition receptors (PGRP-LE and PGRP-LC) [14,15] while JAK-STAT pathway activation results from the expression and secretion from the gut epithelium of Drosophila IL-6 family cytokines: Unpaired 3 (Upd3) and Unpaired 2 (Upd2) [16].

In addition to immune activation, enteric infections also stimulate EC delamination and tissue turnover resulting in ISC-dependent tissue repair [12,17,18]. This regenerative process has been shown to depend strongly upon the activation of multiple pathways in progenitor cells, including the Hippo, Wingless, JAK-STAT and EGFR pathways [13,17,19,20]. Bacterial infection, as well as genetically induced apoptosis in ECs, triggers the transcription and secretion of Upd3 in ECs and EBs [13,17], which subsequently initiates a homeostatic feedback loop and ultimately activates ISC-mediated regeneration. The Upd cytokines activate the JAK-STAT pathway in progenitor cells and visceral muscles, which in turn stimulates the release of epidermal growth factors (EGFs) by these cells [19,21,22]. Upd3-dependent secretion of the Epidermal Growth Factors (EGFs) Vein from visceral muscle and Spitz from EBs stimulates the EGFR pathway in ISCs to promote proliferation. Upd3-mediated JAK-STAT activity is also required to promote rapid EB differentiation, thus accelerating epithelium turnover upon infection [13,17]. Cytokines, such as Upd3, therefore act as master regulators of intestinal homeostasis, as they are both required and sufficient to trigger immunity and tissue repair. Accordingly, the loss of Upd3 increases susceptibility to enteric infections, while ectopic induction of Upd3 induces dysplastic lesions in the gut [13,16]. However, a detailed knowledge of upstream enteric stress sensors as well as the downstream transcriptional regulatory network controlling Upd3 production in ECs remains elusive.

In this study, we initiated analysis of the transcriptional regulation of upd3, the primary cytokine responsible for inducing ISC proliferation and midgut renewal. We first identified two microbe-responsive enhancer sequences in the upd3 gene that direct its expression in ECs, and an additional enhancer that regulates upd3 induction in progenitor cells. A subsequent EC-specific RNAi knockdown screen of all the Drosophila transcription factors (TFs) was performed to determine which TFs govern the activity of the central infection-responsive enhancer region. From this screen, we identified 39 TFs required for enhancer induction, and 103 TFs that triggered aberrant induction when knocked down. This study was complemented by an in vitro, yeast one-hybrid screen as well as bioinformatic analyses of the enhancer sequence to identify TFs that may act as direct regulators of upd3 expression. Notably, we identified the Yorkie (Yki)/Scalloped (Sd) complex, the AP-1 complex (D-Jun and D-Fos), Mad and Snail (Sna) as key regulators of upd3 transcription. We proceeded to explore the upstream regulatory pathways that control the activity of these major TFs. We determined that transcriptional induction of upd3 in ECs requires the Mitogen Activated Protein Kinases (MAPKs) p38b and D-ERK, downstream of Src oncogene (Src) Family Kinases (SFKs) and Raf, which converge on AP-1 activation. Surprisingly, the Stress Activated Protein Kinase (SAPK) cascade seems to be necessary for only a minimal portion of AP-1 function in ECs. In addition, a Misshapen (Msn)-Warts (Wts)-Yki/Sd pathway, independent of Hippo (Hpo), is essential for full upd3 expression. Finally, we found that the Decapentaplegic (Dpp) pathway is also required for upd3 induction in ECs. Altogether, these results improve our understanding of the complex regulation of midgut tissue renewal by identifying the key TFs and pathways that control cytokine signaling in the intestinal epithelium in response to infection.

Results

Upd3 transcription is regulated by a combination of microbe-responsive, cell-specific and region-specific enhancers

Upon oral infection by entomopathogenic bacteria like Erwinia carotovora ssp. carotovora 15 (Ecc15) or Pseudomonas entomophila (Pe), Upd3 acts as a signal to trigger antibacterial and reparative host responses [17,23]. We characterized this response through RT-qPCR measurements of midgut upd3 expression, taken over the course of a week following ingestion of Ecc15 or Pe. We found that upd3 transcription was strongly induced in response to ingestion of these pathogens and peaked between 8-24h post-infection before returning to basal levels within 96h (S1A and S1B Fig). In addition, peak expression of upd3, as well as the time that it takes to return to basal expression, increases with bacterial dose (S1A and S1B Fig). These results demonstrate that upd3 is regulated by infection at the transcriptional level and varies with the amplitude of the given threat.

As an initial step to characterize upd3 regulation in the digestive tract, we sought to identify the key enhancer regions that control its expression, especially its induction in response to pathogens. To this end, we generated twenty-one GFP transcriptional reporters covering the entire upd3 locus. Overlapping fragments of ~1–1.5Kb were cloned upstream of a GFP reporter, starting from 4.2Kb upstream of the upd3 start site and ending 7.3Kb downstream of the gene. Reporters were designated upd3-A-GFP through upd3-R-GFP (Fig 1A, S1 Table). We first evaluated the transcriptional activity of these reporters both in unchallenged (UC) and orally infected flies. Seven lines gave no detectable signal in the digestive system under any condition (enhancers A, D, F, J, N, O1, O2, see Fig 1A). The remaining enhancer regions were divided into five categories based on their expression profile: seven enhancer regions drove GFP expression constitutively, with little change in response to infection by Ecc15. 1) For five of these lines, the signal was limited to specific regions of the gut, including the foregut and hindgut (upd3-H-GFP), the foregut only (upd3-K-GFP), the hindgut only (upd3-P1-GFP), and the copper cell region (upd3-G-GFP and upd3-P2-GFP) (S1C Fig). 2) The remaining two constitutive enhancer regions (upd3-M-GFP and upd3-Q-GFP) are active throughout the midgut in populations of small cells (S1D Fig). Interestingly, cells expressing upd3-M-GFP accumulate upon infection (Fig 1B). Overlap of the upd3-M-GFP signal and immunostaining of the progenitor marker esg-lacZ [24] revealed that the upd3-M-GFP reporter is specific to ISCs and EBs, and that the increase in total signal upon infection is thus secondary to progenitor cell proliferation (Fig 1B). 3) Two additional enhancer regions (upd3-E-GFP and upd3-E0F-GFP) drove GFP expression in sporadic ECs of the R2 and R4 midgut segments upon infection (S1E Fig). 4) One enhancer drove inducible upd3 expression only in the salivary glands (upd3-L-GFP, S1F Fig). 5) Finally, we identified four infection-responsive enhancer regions, which show little or no GFP signal in UC conditions, but are activated upon infection: these include two overlapping regions of the upd3 promoter (regions B-C), region I, and region R (Fig 1A). Enhancer lines upd3-B-GFP, upd3-C-GFP, and upd3-I-GFP express GFP exclusively in ECs during infection, as shown by co-immuno-staining of GFP and the EC marker Myo-lacZ (Fig 1C and 1D and S1G Fig). The upd3-I-GFP signal was stronger in the copper cell region and less consistent in the rest of the midgut. In contrast, upd3-R-GFP shows activity upon infection only in the ISC and EB cells, marked by esg-lacZ (Fig 1E). Of note, the expression patterns identified in our study recapitulate the known upd3 signaling dynamics in the gut, including induction in ECs and progenitor cells upon stress [13,17,23], as well as robust local expression in the middle midgut and in the cardia [8], suggesting that we adequately captured the complexity of upd3 regulation. Altogether, these results indicate that upd3 expression is controlled by several classes of enhancers, including microbe-responsive and region and/or cell type-specific regulators.

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Fig 1. The upd3 gene is regulated by cell-specific, region-specific and infection-responsive enhancers.

(A) Schematic of the upd3 gene and the 21 overlapping sequences used to create GFP reporter lines. The upd3 exons are represented by orange blocks and the introns are light blue. Putative enhancer regions have been color coded by their ability to drive GFP expression as follows: Solid Grey–no midgut signal, Dashed Grey–infection induced signal in scattered cells, Green–infection-induced signal throughout the gut, Blue–constant signal throughout the gut, Pink–infection induced signal in a specific midgut region, Purple–constant signal confined to a specific midgut region. (B) Enhancer region M drives an unvarying GFP signal in esg-lacZ expressing cells (ISCs and EBs) in all regions. (C, D) Both the C and I enhancer region sequences drive GFP in an infection-inducible manner, specifically in Myo-positive cells (ECs) throughout the midgut. (E) Enhancer region R drives infection-induced GFP expression in esg-positive cells (ISCs and EBs). (B, C, D, E) Confocal microscopy images taken at 40x magnification with four color channels. DAPI stained nuclei in Blue, GFP in green and antibody stained β-Gal in red. Scale bars are 50μm.

https://doi.org/10.1371/journal.pgen.1007091.g001

Microbe-responsive upd3 enhancers are stress-activated enhancers

Upd3 acts as a major regulator of intestinal epithelial renewal and its expression is induced by a diversity of enteric stresses, not only limited to bacterial infections [16]. For instance, feeding bleomycin (bleo), which induces gut epithelial cell loss, or dextran sulfate sodium (DSS) that disrupts basal membrane, induces upd3 transcription in the gut (Fig 2A) and promotes intestinal epithelial turnover (Fig 2B) [25]. Furthermore, basal levels of upd3 expression and subsequent tissue turnover have been shown to be regulated by the microbiota [16,26]. We confirmed that the guts of germ-free (GF) flies express a lower degree of upd3 than conventionally raised (CR) flies (Fig 2C). These results suggest that the regulation of upd3 expression integrates signals from multiple stimuli, including various intestinal injuries and even benign gut microbes.

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Fig 2. Bacterial infection, stress and the microbiota induce upd3 through distinct enhancers.

(A) RT-qPCR measured upd3 expression is significantly induced by Ecc15 and Pe infection, as well as bleomycin (bleo) treatment and DSS. (B) ISC proliferation, measured by phospho-Histone H3 (pH3) immunostaining, is triggered in response to ingestion of harmful bacteria (Ecc15 and Pe) and chemical stressors (bleo and DSS). (C) RT-qPCR measurements of upd3 transcription in the gut of germ-free (GF) flies shows reduced expression compared to their conventionally reared (CR) counterparts. (D, E) Confocal imaging shows that upd3-C-GFP and upd3-R-GFP strongly induce GFP expression in response to all presented stresses, except for DSS treatment. (F) In contrast, enhancer I responds exclusively to Ecc15 and marginally to Pe infection by GFP induction. (G) Measuring GFP expression in upd3-C-GFP and upd3-R-GFP flies by RT-qPCR, normalized to the GFP expression in each line under CR conditions, reveals a reduction in basal enhancer C and R activity in GF conditions. Scale bars are 50μm. Statistical significance: mean values of at least 3 repeats are represented ± SEM. *p<0.05, **p<0.01, ***p<0.001 (student’s t-test).

https://doi.org/10.1371/journal.pgen.1007091.g002

We next examined whether these diverse stimuli all activate the microbe-responsive enhancers that we had previously identified. To this purpose, we fed upd3-C-GFP, upd3-I-GFP, and upd3-R-GFP flies damaging bacteria (Ecc15 and Pe) and harmful chemicals (DSS and bleo) at doses that trigger comparable epithelium renewal rates. Upd3-C-GFP induced GFP expression in response to every treatment except DSS (Fig 2D). Enhancer region R responded to Ecc15, Pe, bleo, and weakly to DSS by inducing GFP in progenitor cells (Fig 2E). In upd3-I-GFP flies, a GFP signal was only detected upon infection with Ecc15, and mostly in the copper cell region, while little signal was detected in response to Pe and no significant signal was observed in response to bleo or DSS treatment (Fig 2F). Our findings imply that different stresses (i.e. DSS vs other stressors) may be interpreted through distinct cellular mechanisms and thus stimulate cytokine production via separate enhancers. They also suggest that all stressors that affect ECs (Ecc15, Pe, bleo) stimulate upd3 expression mainly through enhancer region B-C.

We next investigated whether the infection responsive enhancers C and R also react to the presence of microbiota. To this end, we generated CR and GF upd3-C-GFP and upd3-R-GFP flies and monitored their levels of GFP (Fig 2G and S2A and S2B Fig). The basal GFP signals of CR flies is already very low with few GFP-positive cells detectable microscopically per midgut, rendering qualitative analysis challenging. We therefore estimated enhancer C and R activity by quantifying GFP levels by RT-qPCR. This revealed a significant reduction in enhancer C and R-driven GFP expression in GF midguts compared to CR ones (Fig 2G). Our results demonstrate that both indigenous and pathogenic bacteria, as well as chemical stressors like bleo, all regulate upd3 expression through enhancers C and R, albeit to differing degrees. Altogether, these data suggest that enhancers C and R are microbe-responsive and act as stress sensing enhancers.

in vivo, ex vivo and in silico screens to identify key TFs regulating infection-induced upd3 transcription

We next aimed to identify the molecular mechanisms that control upd3 transcription in response to infection. As upd3 transcription is induced by infection in both ECs (enhancers B-C and I in Fig 1C and 1D, S1G Fig and [12,16,17]) and EBs (enhancer R in Fig 1E and [23]), we began by determining which cell type contributes the most to global upd3 production in the midgut upon infection. RT-qPCR analysis of upd3 expression in guts in which upd3 was knocked-down by RNAi in ECs (Myo-Gal4TS>UAS-upd3-IR) or EBs (Su(H)-Gal4TS>UAS-upd3-IR) confirmed that ECs are the principal source of upd3 in the gut upon infection with Ecc15 or Pe (S3A and S3B Fig). In agreement with this, knockdown of upd3 in ECs strongly reduced ISC proliferative activity (S3C Fig). This suggests that the key enhancers controlling the levels of Upd3 in the gut are those functional in ECs (regions B, C and I). As upd3-I-GFP responds only moderately to infection by Ecc15, but not Pe (Fig 2F), we decided to focus on enhancer regions B and C, which respond strongly to infectious bacteria and cellular stress. To further investigate the importance of the B-C enhancer region in activating upd3 expression in response to infection we created two new reporter lines, one that comprises the entire upd3 locus (all enhancers included) and encodes an NLS-GFP-tagged Upd3 protein (full locus) (S4A Fig), and one in which the B-C sequence was deleted from the full locus (full locus–(B+C)) (S4A Fig). While the complete upd3 sequence was able to direct an infection-induced GFP signal in the midgut, deletion of the B-C region eliminated all signal (S4B Fig), demonstrating that enhancers B and C are central to upd3 regulation. In addition, quantification of upd3-C-GFP signal revealed that the kinetics of GFP induction upon infection is in accordance with total gut upd3 expression (S1A and S3D Figs). Finally, the promoter of the upd3 reporter construct, upd3-lacZ, which covers regions B and C (Fig 1A), drove a strong and consistent signal in the same cells that are marked by upd3-C-GFP (S3E Fig). We conclude that the regulation of enhancer regions B and C (and thus of upd3-lacZ) is sufficient to induce upd3 with a faithful EC expression pattern during enteric infection.

In order to identify the key regulators of upd3 acting through enhancers B and C, we initiated a comprehensive set of in vivo, ex vivo and in silico screens. First, a functional RNAi screen was performed by driving RNAi-mediated knockdown of 632 TFs (84% of all known and predicted TFs of D. melanogaster) using all available UAS-RNAi transgenic lines of the TRiP collection (Transgenic RNAi Project, Fig 3A) [27]. The Gal4/Gal80TS system (Myo-Gal4TS, upd3-lacZ) allowed us to express RNAi specifically in the ECs of adult flies, thus minimizing developmental or systemic side effects. When available, two different UAS-RNAi lines were tested (see S2 Table), bringing the total number of lines to 755. Following one week of RNAi induction, five guts were dissected from both unchallenged (UC) and Ecc15 orally infected flies, and ß-galactosidase enzymatic activity levels were measured as a read-out of upd3 induction. F1 progeny (Myo-Gal4TS, upd3-lacZ>UAS-RNAi) with upd3-lacZ activity that was, compared to controls, increased or decreased by 40% upon infection and/or increased or decreased by 50% in UC conditions (see methods section and S5A and S5B Fig) were selected as positive hits. We further estimated the strength of the positive hit phenotypes by calculating their z-score compared to the entire population of crosses tested under the same conditions (UC or Ecc15 infected) (S2 Table). Based on these criteria, we identified 149 lines with significantly altered upd3-lacZ expression in either challenged or unchallenged conditions. Positive hits were retested at least twice and 138 TFs were found to significantly alter upd3-lacZ expression when suppressed (Fig 3A and 3B, S2 Table). Specifically, RNAi against 17 TFs in ECs resulted in reduced basal upd3-lacZ in UC flies, and knockdown of 66 TFs increased upd3-lacZ under the same UC conditions (Fig 3A and S5C and S5D Fig). Furthermore, 24 TFs seemed required for upd3-lacZ expression upon infection while RNAi against 53 TFs increased Ecc15-induced upd3-lacZ activity (Fig 3A and S5C and S5D Fig). These results indicate that the knockdown of many TFs results in upd3-lacZ induction rather than inhibition. This is in agreement with the fact that disrupting gut homeostasis by modulating key TFs such as GATAe, Ptx1, Activating transcription factor 3 (Atf3), X box binding protein-1 (Xbp1), either in normal or stressed conditions, can indirectly result in higher expression levels of upd3 [8]. Based on EC-specific transcriptomic data obtained by Fluorescence-Activated Cell Sorting (FACS) of ECs coupled to RNA-seq, we established that 92% of TFs identified as positive hits by our screen are expressed in ECs (RPKM ≥ 0.1) and 63% of the TFs required for upd3-lacZ expression are transcriptionally regulated (fold RPKM induction ≥ 1.5 or ≤ -1.5) upon Pe infection (S5E Fig) [28,29]. This indicates that most of the TFs identified as upd3 regulators by our screen are expressed in ECs and regulated upon enteric infection, and serves as an indirect control of our screen quality. Surprisingly, TFs that alter upd3-lacZ expression in basal conditions or upon infection are poorly correlated with one another (R2 = 0.24, S5F Fig), suggesting that different mechanisms regulate upd3 expression in basal homeostasis and upon infection. Interestingly, positive hits in our screen were enriched for TFs involved in animal development and tissue growth rather than stress or immune responses, again suggesting that epithelial morphogenesis and dynamics are critical to upd3 regulation (S5G Fig). Altogether, our functional genetic screen identified multiple TFs that have the capacity to modulate the expression of upd3-lacZ, particularly in response to infection.

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Fig 3. Combination of in vivo, in vitro, and in silico TF screens identifies direct and indirect regulators of upd3 transcription.

(A) Basic schematics of the RNAi (A) and yeast one-hybrid screens (A’) along with the number of positive TF hits for each. (B) Venn diagram displaying the number of positive hit TFs identified by each screen and identified by multiple approaches. (C) Summary table of important TF hits organized by whether they induced or suppressed upd3 induction, as well as by their TF category: putative direct regulators of upd3 that likely bind to enhancer regions of the gene, indirect regulators that lack evidence for direct binding potential but have strong phenotypes and probable cause for controlling upd3, and epigenetic regulators that may influence upd3 expression by modifying genomic DNA structure. The seven genes that were positive hits for all three screens are indicated by red text. (D) Schematic representation of D-Fos and Sd binding motifs present in upd3 enhancer regions C (Green), I (Blue), and R (Purple).

https://doi.org/10.1371/journal.pgen.1007091.g003

RNAi knockdown of TFs in ECs can influence upd3-lacZ expression in multiple ways: TFs could be acting via direct regulation of the upd3 promoter region, indirect regulation through secondary genes or even non-cell-autonomously through changes in gut physiology that subsequently alter upd3 expression. To complement our RNAi screen and identify the direct regulators of upd3 transcription, we thus undertook two parallel approaches. First, we performed a yeast one-hybrid screen to assess the direct interaction between the upd3 promoter and all Drosophila TFs (Fig 3A’). This additional screen identified 81 yeast one-hybrid-positive TFs (S3 Table). Among these, 21 (more than 25%) showed altered upd3-lacZ expression when knocked down, suggesting a role in upd3 gene regulation (Fig 3B). To further indicate the binding potential of TFs of interest, an in silico search for known TF-binding sites (TFBS) was performed in the same genomic region using the JASPAR and RedFly databases (Fig 3B and 3C and S2 Table) [30,31]. We identified seven TFs that are positive for all three approaches, thus specifying them as direct regulators of upd3: D-Fos or kayak, sd, Trithorax-like (Trl), pangolin (pan), giant, Ptx1, and achintya (achi) (Fig 3B and 3C). Knockdown of two of these TFs caused abnormal induction of upd3-lacZ (Ptx1 and achi). The five others were found to be required for upd3-lacZ expression either basally (giant) or both during infection and in basal conditions (D-Fos, sd, Trl and, pan) (Fig 3C). Of note, Sd and D-Fos have multiple binding sites in infection-responsive enhancers (Fig 3D), and are critical for upd3 transcription in both UC and infected conditions (Fig 3C). We therefore propose that these TFs act as direct, master regulators of upd3 expression in the gut.

Next, we examined TFs that strongly alter upd3-lacZ expression upon knockdown, but lack evidence for binding potential to the upd3 promoter region. These important TFs required for upd3-lacZ induction include: Sna, a key regulator of epithelial to mesenchymal transition (EMT); Jra (D-Jun), the partner of D-Fos in the AP-1 transcriptional complex; Yki, the transcriptional partner of Sd in the Hippo pathway; Mad, a transcription factor that mediates TGF-β/Dpp signaling; and one thus far uncharacterized TF (CG33213) (Fig 3C and S2 Table). Surprisingly, we found that the homeodomain TFs, Retinal Homeobox (Rx) and Ultrabithorax (Ubx) are also required for upd3-lacZ activity, primarily upon infection (Fig 3C), suggesting these TFs could be involved in tissue repair. Among these TFs, Sna, Mad, Rx and Ubx were not found to bind to the upd3 promoter by the yeast one-hybrid assay, although there are some binding sites in the upd3 promoter region for these TFs according to the JASPAR database (Fig 3C). This suggests that there is a possibility that they could act directly. Finally, global regulators of transcription such as the transcriptional corepressor CtBP, the H3K4 methyl-transferase Trithorax-Related (Trr) and MBD-like, a member of the NuRD complex also influenced the regulation of upd3-lacZ (Fig 3C).

On the opposite side of the spectrum, we also identified TFs that cause increased upd3-lacZ expression when knocked-down. For instance, Ptx1, a master regulator of middle midgut identity, has TFBS sites in upd3, interacts with upd3 in the one-hybrid screen and its knockdown strongly induces upd3-lacZ in both UC and infected guts (Fig 3C) [28]. This indicates that Ptx1 could act as a direct negative regulator of upd3 in the middle midgut. The TFs Anterior open (Aop), Cyclic-AMP response element binding protein-17A (CrebB-17A), Longitudinals lacking (Lola), Atf3, and Achi also show potential to bind to the upd3 promoter region in our one-hybrid screen and trigger upd3-lacZ induction when depleted in ECs. RNAi against GATAe, Xbp1, deformed wings (dwg), and hangover (hang) results in elevated levels of upd3-lacZ in both Ecc15 infected and UC conditions, but the absence of TFBS and association in our one-hybrid screen suggests that this is likely an indirect effect due to disruption of intestinal homeostasis. We also found a distinct set of epigenetic factors that strongly increase upd3-lacZ activity when knocked-down. Among these, there are known positive regulators of transcription such as MBD-R2 (NSL complex); the Tip60 acetylase; the histone acetyl-transferase Chameau (Chm), Domino (Dom) of the SWI-SNF complex and Trl of the eponymous TRL complex. In summary, our combination of in vivo, in vitro, and in silico screens allowed us to identify putative direct positive and negative regulators of upd3 induction, as well as key transcriptional regulators of gut homeostasis.

Indirect positive regulators of upd3 include the transcriptional repressor Snail, which is induced in ECs upon infection

Among our positive hit TFs that are strongly required for upd3-lacZ induction, we took note of Sna, as well as the homeodomain TFs, Rx and Ubx, and the epigenetic regulator, Trl. Despite the fact that Trl was the only one with a yeast one-hybrid predicted TFBS, knockdown of any of these TFs blocked infection-induced upd3-lacZ activity by 40% or more (Fig 3C and Fig 4A). RT-qPCR measurements of upd3 mRNA levels upon Ecc15 infection further confirmed the requirement of these TFs for proper upd3 transcriptional upregulation (Fig 4B).

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Fig 4. Infection-induced upd3 expression in ECs requires the indirect functions of Snail and its transcriptional co-repressors, as well as homeodomain TFs and epigenetic regulators.

(A) Induction of upd3-lacZ by Ecc15 infection is impeded by RNAi-mediated knockdown of Snail (Sna), its corepressors Ebi and CtBP, the epigenetic regulator Trl, and the homeodomain TFs, Rx and Ubx. (B) RT-qPCR measurements of total midgut upd3 expression corroborate upd3-lacZ results. (C) RT-qPCR measurements of sna expression reveal that the gene is transcriptionally upregulated in the midgut following Ecc15 infection. (D) Cell-specific midgut RNA-Seq data reveals that sna is transcriptionally induced specifically in ECs during oral infections by Pe. Statistical significance: mean values of at least 3 repeats are represented ± SEM. *p<0.05, **p<0.01, ***p<0.001 (student’s t-test).

https://doi.org/10.1371/journal.pgen.1007091.g004

Sna classically acts as a repressor of transcription [32,33], suggesting that its positive effect on upd3 expression is indirect. We further confirmed that EC-specific RNAi against CtBP or Ebi, the co-repressors recruited by Sna to mediate transcriptional repression [34,35], also suppressed upd3-lacZ activity during Ecc15 infection (Fig 4A). It is notable that these phenotypes were found in ECs, despite the fact that Sna has been described as a marker and regulator of progenitors in the Drosophila midgut [28]. Surprisingly, we found that Sna itself is transcriptionally upregulated in response to both Ecc15 (Fig 4C) and Pe (Fig 4D) infections. In addition, most of its upregulation occurs in ECs (Fig 4D). Altogether, our results suggest that, in response to infection, Sna is upregulated in ECs, and in turn promotes upd3 upregulation through an indirect mechanism.

The Hippo pathway controls upd3 induction in response to infection through the TFs Yorkie and Scalloped

The Hippo pathway consists of a kinase cascade resulting in the phosphorylation of Wts, which in turn phosphorylates and inhibits the transcription factor Yki [36]. When released from phosphorylation-induced restraint, Yki is transported to the nucleus, where it dimerizes with other TFs to promote transcription of target genes [37]. Hippo regulation plays an important role in tissue regeneration and growth. In addition, Yki has been shown to control epithelium turnover, acting cell-autonomously in ISCs via a Hpo/Wts/Yki pathway and non-cell-autonomously in EBs via the Msn/Wts/Yki pathway [38].

As previously mentioned, Yki and its partner Sd were found in our TF RNAi screen to be required in ECs for upd3 transcription in both basal and Ecc15-infected conditions (Figs 3C, 5A and 5B). In addition, Sd was found to interact with the upd3 promoter by yeast one-hybrid, suggesting that the Hippo pathway may be directly involved in basal and infection-induced upd3 expression. We also noted that Trr, a major constituent of the TRR histone H3 lysine 4 (H3K4) methyltransferase complex, and Trl, which are both required for full Yki-Sd mediated transcription [39,40], are also required during infection for upd3-lacZ induction (Fig 5A). Conversely, overexpressing Yki, or knockdown of either wts or its activator, msn, in ECs was enough to induce the transcription of upd3-lacZ (Fig 5C). However, RNAi mediated depletion of hpo, which encodes another Wts phosphorylating kinase, had no significant effect on upd3-lacZ (S6 Fig). Finally, overexpressing msn in ECs inhibited usual upd3-lacZ activity in Ecc15 infected and unchallenged midguts (Fig 5A and 5B). We confirmed the requirement of the Hippo pathway TF, Sd, for upd3 transcription in ECs during enteric infection by RT-qPCR (Fig 5D). Our results suggest that the Hippo pathway, which has been shown to be important for upd3 regulation under basal conditions and in response to abiotic stress [41,42], is additionally required in ECs for upd3 expression in response to oral infection by Ecc15.

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Fig 5. Infection-induced expression of upd3 in ECs requires the Hippo and Dpp pathways.

(A-C) Measurements of midgut upd3-lacZ activity under Ecc15 infected and UC conditions during EC-specific knockdown or overexpression of Hippo and Dpp pathway components. Depletion of the Hippo TFs sd or yki, or overexpression of an upstream inhibitor (Msn) blocks basal and infection-induced upd3-lacZ expression. Likewise, knockdown of trr, an epigenetic enhancer of Yki/Sd activity, also inhibits infection-induced upd3-lacZ. Alternatively, overexpression of Yki or knockdown of its upstream inhibitors wts and msn is sufficient to induce upd3-lacZ. Knockdown of the Dpp pathway TF Mad, either of the three Dpp pathway receptors, tkv, sax, or put, or overexpression of the Mad inhibitor, Sgg all blocked upd3-lacZ activity. Overexpression of Dpp itself or knockdown of sgg induced upd3-lacZ. (D) RT-qPCR was used to directly measure upd3 transcription levels, and confirm that the function of the Hippo and Dpp pathway TFs are required for upd3 induction. Statistical significance: mean values of at least 3 repeats are represented ± SEM. *p<0.05, **p<0.01, ***p<0.001 (student’s t-test).

https://doi.org/10.1371/journal.pgen.1007091.g005

The TGF-β/Dpp pathway is required for upd3 induction in response to infection

The TGF-β/Dpp pathway has emerged as a major regulator of intestinal homeostasis in Drosophila, as it has been found to be involved in diverse processes including ISC proliferation, ISC quiescence, EC differentiation and EC protection [4348]. Mad, a TF downstream of the Dpp pathway was found in our screen to be necessary for wild-type upd3-lacZ levels upon ingestion of Ecc15 as well as in basal conditions (Fig 5A and 5B). Thus, we explored whether ECs require a fully functional Dpp pathway to regulate the transcription of upd3. EC-specific RNAi against the Dpp type-1 receptors, thickveins (tkv) and saxophone (sax), or the type-2 co-receptor punt (put), all decreased infection-responsive upd3-lacZ activity (Fig 5A). Furthermore, overexpression of Dpp triggered aberrant induction of upd3-lacZ (Fig 5C). We additionally tested the Dpp pathway via manipulation of the glycogen-synthase-3-kinase Shaggy (Sgg), which has been shown to negatively regulate Mad through phosphorylation of linker serines [49]. Overexpression of sgg in ECs blocked upd3-lacZ induction, while sgg knockdown increased upd3-lacZ basal activity (Fig 5A and 5C). A role for the Dpp pathway in regulating upd3 was further supported by RT-qPCR of upd3 in flies expressing EC-specific RNAi against tkv or Medea (Med), a TF that acts together with Mad [50], as both led to decreased induction of upd3 upon Ecc15 infection (Fig 5D). Altogether, our data demonstrate that the Dpp pathway is required for proper upd3 transcription in response to infection.

Src-Raf-Dsor1-ERK and Licorne-p38 pathways converge to regulate upd3 transcription upon infection

D-Fos and D-Jun were among the TFs in our screen that most strongly impacted upd3-lacZ activity upon infection. When activated by upstream kinases these two TFs act together as the AP-1 transcription factor complex [51]. D-Fos also interacts ex vivo (in our Y1H screen) with the upd3 promoter, suggesting that AP-1 acts as a direct regulator of upd3 transcription. Accordingly, RNAi against D-Fos or D-Jun, or the expression of a dominant negative D-Jun (UAS-JraDN) significantly decreased upd3-lacZ activity (Fig 6A and 6B). As an additional confirmation of these results, we found that RNAi mediated knockdown of D-Fos in ECs prevented infection-responsive upd3 expression as measured by RT-qPCR (Fig 6C).

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Fig 6. Infection-induced upd3 expression in ECs requires the TFs D-Jun and D-Fos, activated by upstream Src-MAPK pathways.

(A-B) Knockdown by RNAi of multiple constituents of MAPK pathways, as well as Src kinases or the TFs D-Jun (Jra) and D-Fos (Kay) inhibits upd3-lacZ activity under Ecc15 infection or UC conditions. (C) RT-qPCR measurements of total midgut upd3 expression corroborate upd3-lacZ results. (D) In addition to their requirement for upd3-lacZ activity, activation of the MAPKs and SFKs can also induce upd3-lacZ expression in UC conditions. SAPKs can also induce this activity when stimulated. (E, F) Immunostaining against phosphorylated forms of ERK and Src reveals that these kinases are activated in response to infection in ECs. Scale bar is 100μm. Statistical significance: mean values of at least 3 repeats are represented ± SEM. *p<0.05, **p<0.01, ***p<0.001 (student’s t-test).

https://doi.org/10.1371/journal.pgen.1007091.g006

We next aimed to identify the upstream pathway(s) that regulate(s) D-Fos and D-Jun in response to Ecc15 infection. Phosphorylation and subsequent activation of the AP-1 complex is carried out by both Stress Activated Protein Kinases (SAPKs) and Mitogen Activated Protein Kinases (MAPKs) [52]. SAPKs and MAPKs act in phosphorylation cascades that result in the activation of terminal kinases such as JNK, Basket (Bsk), p38 and ERK (S8F Fig). It has been previously shown that artificial activation of the Drosophila SAPK, Bsk, by overexpression of Hemipterous (Hep) induces upd3 transcription in the gut, possibly through the activation of apoptosis or by directly regulating AP-1 [17,19]. We first evaluated whether apoptosis is required for upd3 expression in response to microbes. To this end, we manipulated the expression of caspase and autophagy genes in ECs and measured the resulting upd3-lacZ activity. Our results confirmed that promotion of autophagy or apoptosis, by overexpression of Autophagy-related 1 (Atg1) or Death regulator Nedd2-like caspase (Dronc), respectively, induced upd3 (S7A Fig). However, inhibiting either pathway by RNAi against Dronc, Death-associated APAF1-related killer (Dark), Atg1, Atg7 or Atg18, or by overexpression of the caspase inhibitor P35 (UAS-P35), had no significant negative effect on upd3-lacZ levels during infection (S7B Fig). Furthermore, detection of caspase activity in ECs by the UAS-Apoliner system (S7C Fig) [53], in conjunction with immunostaining for upd3-lacZ-derived β-galactosidase, revealed that cytokine production during enteric infection is not restricted to ECs with increased caspase activity (S7D Fig). Altogether these data suggest that apoptosis and autophagy are not the key inducers of upd3 expression upon infection.

We next sought to evaluate the contribution of JNK to upd3 induction upon infection with Ecc15. We first verified whether Ecc15 infection triggers JNK activation in ECs, via co-immunostaining of the phosphorylated form of JNK and an EC marker (Myo-Gal4TS>UAS-GFP) (S8A Fig). In agreement with previous publications, ectopic activation of the JNK pathway in ECs, by overexpressing Bsk or a constitutively active form of Hep, strongly promoted upd3-lacZ transcription (Fig 6D). However, EC-specific expression of a dominant negative form of Bsk (UAS-BskDN), or knockdown of bsk expression, decreased upd3-lacZ activity following oral infection by only 20% (S8C Fig). Additionally, RNAi knockdown of hep did not decrease upd3-lacZ induction significantly (S8C Fig). This suggests that JNK only plays a minor role in upd3 regulation, and thus additional stress pathways may be responsible for stimulating AP-1 in response to oral bacterial infection.

Another possible candidate for AP-1 regulation is the p38 family of stress responsive MAPKs. The p38 kinases can regulate the AP-1 complex (S8F Fig), and have been shown to be involved in the response to oral infection in Drosophila [54]. Immunostaining for phosphorylated p38 kinases revealed a substantial increase in p38 phosphorylation in ECs upon infection (S8B Fig). To investigate the role of the p38 pathway further, we knocked down the three p38 kinases of Drosophila (p38a, p38b and p38c), independently. Only knockdown of p38b gave a mild, but significant (p<0.05) decrease in upd3-lacZ induction upon infection (Fig 6A). We similarly tested the involvement of the upstream p38 MAPKK, Licorne (Lic), and found that knockdown of lic in ECs also blocks increased upd3-lacZ transcription in response to oral infection. These experiments suggest that the stress in ECs caused by enteric infection triggers activation of a Lic/p38b pathway that mediates part of the induction of upd3-lacZ.

In addition to JNK and p38 kinases, the D-ERK kinase is also able to activate the AP-1 complex (S8F Fig) [51]. Thus, we decided to investigate whether the MAPK/D-ERK pathway could also act upstream of AP-1 to regulate upd3 upon infection. Immunostaining for the phosphorylated form of Rolled (Rl), the Drosophila homologue of ERK, revealed that infection with Ecc15 triggers D-ERK activation in ECs within two hours (Fig 6E). Furthermore, RNAi knockdown of rl in ECs resulted in a strong decrease in upd3-lacZ activity upon infection (Fig 6A), suggesting that the MAPK/ERK pathway is necessary for infection-regulated upd3 induction. MAPKs are activated in a phosphorylation cascade downstream of MAPKKs and MAPKKKs (S8F Fig). Two of the four Drosophila MAPKKs (Lic and Hep) were previously tested for a role in upd3 regulation, and thus we proceeded to test the remaining two: Downstream of raf1 (Dsor1) and MAP kinase kinase 4 (Mkk4). As for ERK, Dsor1 was critical for full induction of upd3-lacZ upon infection (Fig 6A). Accordingly, expressing a dominant negative form of the upstream MAPKKK, Raf, in ECs also decreased upd3-lacZ regulation by infection, while blocking other MAPKKKs, TGF-β activated kinase 1 (TAK1), Apoptotic signal-regulating kinase 1 (ASK1) and MEKK1, did not (Fig 6A and S8D Fig). Furthermore, constitutively active Raf expression is sufficient to induce upd3-lacZ activity (Fig 6D). These data together suggest the possibility of a Raf/Dsor1/ERK pathway that regulates upd3 expression via AP-1 in response to midgut infection or damage. Activation of Raf by phosphorylation is typically accomplished via Ras, downstream of growth factor receptors (S8F Fig). However, although overexpression of constitutively active Ras is sufficient to induce upd3 (Fig 6D), blocking Ras itself (S8C Fig) or signaling through the key Receptor Tyrosine Kinases (RTKs) EGFR and PDGF- and VEGF-receptor related (Pvr) (UAS-RasDN, UAS-EGFRDN, UAS-Pvr-DN) did not impair upd3-lacZ activity (S8E Fig). Likewise, RNAi knockdown of the Pvr ligand, PDGF- and VEGF-related factor 2 (Pvf2), had no effect on upd3-lacZ regulation. Raf signaling can occur downstream of additional tyrosine kinases, including the Src family kinases (SFKs, S8F Fig) [55,56]. Immunostaining for the phosphorylated form of Src kinases revealed that infection with Ecc15 triggers Src activation in ECs (Fig 6F). To determine if the Src complex is also required for upd3 regulation, we knocked down Src42A and Src64B by RNAi in ECs (Fig 6A). Depletion of either Src42A or Src64B decreased upd3-lacZ induction upon infection. Conversely, the expression of a constitutively active form of Src42A in ECs triggered upd3-lacZ induction in absence of infection, suggesting that a Src/Raf/Dsor1/MAPK pathway is sufficient to activate upd3 transcription. We further confirmed our results by RT-qPCR of upd3 in response to infection while blocking expression of Dsor1, p38b and Src42A in ECs by RNAi, as well as by activating the pathway by expression of a constitutively active form of Src42A (Fig 6C). In summary, our results demonstrate that multiple kinase cascades (Licorne-p38b and Src/Raf/Dsor1/ERK) are activated in ECs following oral Ecc15 infection and converge on the regulation of upd3.

Impairment of upd3 regulatory TFs or their upstream activators in ECs reduces ISC proliferation and compromises adult lifespan

We next aimed to evaluate the physiological consequences of modulating in ECs the pathways that control upd3 transcription. The number of mitotically active ISCs (phospho-Histone H3 positive cells) following Ecc15 ingestion was significantly reduced by knockdown of AP-1 and Sd, as well as the MAPK, Rl, the Dpp receptor, Tkv, and the epigenetic regulator, Trl, using the temperature sensitive, EC specific driver line (MyoTS) (Fig 7A). This suggested that pathways required for EC-derived Upd3 production are required for proper ISC activity upon infection. We therefore monitored the survival of flies expressing EC-specific RNAi against pathway components of the Hippo, Dpp and SFK/MAPK/AP-1 pathways as well as putatively indirect regulators (Sna, Trl, Rx, Ubx) of upd3 upon infection. These flies had significantly shorter lifespans following Ecc15 infection compared to wild-type controls, and LT50 values lower than controls by at least two days (Fig 7B–7D, S4 Table). In addition, we also found that, under UC conditions, these knockdown flies have significantly shorter lives than wild-type ones, and correspondingly lower LT50 values (S9A–S9C Fig, S4 Table), implying that the knockdown of these genes, or the subsequent reduction in basal Upd3 levels compromises midgut epithelial homeostasis. We further confirmed our results by altering the expression of our candidate genes in ECs using multiple independent transgenic UAS-RNAi lines for each gene and monitoring their survival in both infected and unchallenged conditions (S4 Table). Altogether, our experiments demonstrated that the Hippo, Dpp and SFK/MAPK/AP-1 pathways are required in ECs for survival to oral infection and for normal aging.

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Fig 7. ISC proliferation and survival following Ecc15 infection are compromised by inhibition of the TFs and pathways that are required for upd3 induction.

(A) Total pH3+ cell counts in unchallenged and Ecc15 infected guts demonstrate that knockdown in ECs of D-Fos, yki, sd, Trl, and sna as well as upstream components of the MAPK and Dpp pathways is accompanied by a decrease in ISC mitotic activity. Statistical significance: mean values of at least 3 repeats are represented ± SEM. *p<0.05, **p<0.01, ***p<0.001 (student’s t test). (B-D) Survival curves of flies orally infected with Ecc15 alongside RNAi-induced knockdown of indirect upd3 regulators (B), Hippo and Dpp pathways components (C), or MAPK pathway factors (D). Curves represent averaged survival ± SE. Statistical significance: *p<0.0332, **p<0.0021, ***p<0.0002, ****p<0.0001 (Log-rank test).

https://doi.org/10.1371/journal.pgen.1007091.g007

Discussion

The Drosophila Unpaired ligands, as well as mammalian type I family cytokines, such as IL-6, play an essential role in activating JAK-STAT and other signaling pathways upstream of tissue renewal. Our study provides insight into the complex regulation of Upd3, a cytokine that is transcriptionally induced in response to pathogenic and endogenous microbes, and initiates immune activation and stem cell proliferation.

Microbe-responsive enhancers as DAMP sensors

We found that the upd3 gene is regulated by three classes of enhancers: region-specific, cell-specific and stress/microbe-responsive. This complexity likely reflects the multiple roles of the JAK-STAT pathway in the Drosophila midgut, where it acts to stimulate ISC proliferation, promote differentiation and serves as a regional determinant of cell identity, notably in the middle midgut [8,12,17,57]. We propose that the different functions of upd3 are therefore regulated independently by the diverse enhancer regions we identified. We further identified microbial responsive enhancers that are active either in ECs (B-C and I) or in progenitor cells (enhancer R), supporting a distinct regulation of upd3 in different cell types. Interestingly, the progenitor-specific enhancer R is the only one to be induced by DSS feeding (and only to a low degree), while the EC specific enhancers B-C and I do not promote transcription in these conditions. It has been speculated that DSS elicits stem cell proliferation through alteration of the basal lamina rather than by direct damage to ECs [25], such as that caused by Ecc15 infection or by bleo treatment. This suggests that different cell-type specific enhancers allow for induction of upd3 expression in response to a broad variety of stresses.

The regulation of host gene expression by bacteria in Drosophila relies mostly on dedicated pathways, Toll and Imd, that trigger effector induction in response to the detection of microbial patterns (MAMPs), such as bacterial derived peptidoglycan [58]. The microbe-responsive enhancers of upd3 are activated by both pathogenic and benign microbes, such as Ecc15 and the gut microbiota, but are also stimulated by toxic chemicals such as bleo or DSS. This result suggests that cytokine production in the gut is primarily triggered in response to damage associated molecular patterns (DAMPs) rather than the detection of microbes alone. Considering that dietary microbes and the microbiota are constantly associated with the gut tissue, triggering perpetual, low-level Imd activation, responding to DAMPs could be a strategy to couple immune activation and tissue repair to the presence of pathogens rather than beneficial or commensal microbes. Accordingly, we found that upd3 activation is less pronounced by the microbiota than by pathogens. These pathways have been shown to be activated by various stresses and are central to upd3 regulation in ECs. A major source of stress in response to microbes, is the production of ROS, partly induced by NADPH oxidases Nox and Duox of the host immune response [59,60]. Notably, SAPKs and Src kinases are both sensitive to ROS and their activity is modulated by oxidative stress, indicating that a NADPH oxidase, ROS, Src, SAPK/MAPK axis could be involved in upd3 regulation. Future work should determine the link between infection-induced ROS, Src/SAPK activation and the control of gut homeostasis.

upd3 integrates signals from multiple signaling pathways

We further focused on identifying the key TFs that regulate upd3 in the midgut. We found that altering the expression of 138 over the 708 Drosophila TFs significantly altered upd3 expression in the midgut. This number is surprisingly high, as it implies that a quarter of Drosophila TFs directly or indirectly regulate upd3 transcription. We interpret this high number as an indication that upd3 acts as a stress marker, and that any physiological alteration in the gut will result in a rupture of gut homeostasis and consequently in the induction of upd3 [8]. We therefore propose that upd3 acts as a global sensor of gut stress and in turn initiates a stereotypical immune and homeostatic program.

This poses the question of how multiple stresses can converge on the activation of upd3 transcription. Our results suggest that in ECs, stresses are mostly integrated by one upd3 enhancer (B-C) that responds to both chemical and biotic stresses. Integration could occur either because all stresses result in one simple damage signal, for instance cell loss in the epithelium, or as a consequence of multiple types of gut damage. Interestingly, the TFs altering upd3 expression in basal and infected conditions are not the same, indicating that different cascades regulate upd3 expression under different conditions. Upon infection, our data show that the Dpp, Hippo, SAPK and MAPK pathways are all involved in the regulation of upd3. We therefore propose a model in which the diverse transcriptional regulation of upd3 is required for its multiple roles in homeostatic regulation.

The different transduction pathways we identified all respond to different cues. We find that the Dpp pathway is likely involved in the activation of enhancer B-C in the Drosophila midgut. The Dpp pathway is furthermore essential for EC differentiation, growth, survival to infection, and injury-induced Dpp negatively controls midgut homeostasis [43,45]. Upon enteric infection, the Dpp pathway displays complex behavior. In an early response, Dpp released from hemocytes has been shown to stimulate ISC proliferation, but in a second phase, the Dpp pathway promotes the reestablishment of a quiescent state in these same cells [61]. Our results suggest that upon infection with Ecc15, the Dpp pathway also plays a role in ECs by promoting upd3 transcription, which could synergize with the early proliferative role of this pathway in ISCs. It remains unclear whether Dpp acts directly or indirectly on the upd3 promoter. We identified Mad and Med as required for upd3 expression, and TFBS for Mad are found in the promoter region of upd3; however, our yeast one-hybrid screen did not detect a direct interaction between these two components.

We did find evidence of direct regulation of the upd3 gene by transcription factors downstream of the Hippo pathway and SAPK/SFK/MAPK cascades. The Hippo pathway regulates ISC proliferation in the midgut both cell-autonomously and non-cell-autonomously [42,62,63]. The upstream regulators of Hippo signaling remain uncharacterized in the midgut, but the MAPKKKK Msn has been shown to control Wts in progenitor cells [64]. Our data suggest that the Yki/Sd complex directly regulates upd3 in ECs upon infection, and that Msn, but not Hpo, is involved in that process. We furthermore identified D-Fos and D-Jun (AP-1 complex) as direct regulators of upd3 transcription, acting downstream of Src-Raf-Dsor1-ERK and Licorne-p38b kinase cascades. Stress responsive kinases, as well as SFKs, are key regulators of AP-1 [55]. It remains unclear whether the upstream stimuli inducing SAPK/SFK/MAPKs to regulate upd3 upon infection include oxidative stress, cytoskeletal modification or a combination of both, but all these stimuli occur upon infection and are possible candidates. We propose that the role of SFKs, MAPKs and SAPKs in the regulation of cytokine expression and cell proliferation is conserved across organisms. Indeed, AP-1 and these conserved pathways have been demonstrated to have an important role in the regulation of cytokine secretion and tumorigenesis [65,66]. Src kinases have been previously shown to be important for wound healing in multiple models, potentially downstream of ROS production [67,68], suggesting that conserved pathways are used in both tissue repair and gut regeneration. Interestingly, the pathways we identified in our study are known to work cooperatively in other systems. For example, mammalian JNK kinases are capable of phosphorylating YAP (Yki homologue), and can inhibit multiple constituents of the Hippo pathway during tumorigenesis [69]. In addition, mammalian Src has been shown to regulate YAP during inflammation [70]. Finally, it was recently found that binding sites for Yap/Taz/Tead (Yki/Sd in Drosophila) and AP-1 are associated genome-wide with enhancers of genes involved in oncogenic growth. Altogether, these results and our own suggest that the SAPK/SFK/MAPK pathways in coordination with Hippo and TGF-β pathways work together in a conserved regulatory network that controls tissue growth and repair.

Cell loss, Upd3 regulation and tissue renewal

The maintenance of gut tissue homeostasis relies on the induction of ISC proliferation to compensate for the loss of cells in the epithelium in a homeostatic feedback loop. A simple model of homeostasis would hold that cell death directly triggers upd3 expression and subsequent ISC proliferation in a coupled manner. In agreement with this model, induction of apoptosis in ECs is sufficient to induce upd3 expression and trigger ISC proliferation [17]. However, a recent study using oral infection with a low dose of pathogenic bacteria in Drosophila demonstrated that cytokine-induced ISC proliferation can be elicited even by infections that do not induce epithelial cell death [71]. This indicates that the coupling of ISC proliferation with cell loss is not complete. In agreement with these results, we found that neither apoptosis nor autophagy alone appear to be necessary for Ecc15-induced upd3 expression. Rather, the results of Loudhaief et al. (2017) and our study suggest that cytokine signaling results from stress detection rather than cell death, and that regenerative processes can occur independently of apoptosis [71]. This is also in agreement with the fact that the gut microbiota, which induces basal levels of epithelial stress but does not induce massive cell death in the gut, also stimulates basal cytokine production [3,13,16,26]. Pathways such as Hippo regulate both cell death and apoptosis, as well as cytokine production in the gut. We therefore propose that coupling between cell death and cell renewal is a consequence of cross-talk between regulatory pathways, rather than renewal as a direct consequence of cell death.

Another hypothesis is that cell loss without death is coupled to tissue repair. Accordingly, infection induces the loss of ECs from the epithelium prior to anoikis [19]. It is therefore possible that EC delamination, rather than death, is a key signal for regeneration as evidenced by the observation that loss of EC contact with the basal lamina of the midgut epithelium can trigger Upd3 production [72]. EMT is a process of tissue morphogenesis reminiscent of cell delamination, in which epithelial cells detach and are extruded from the epithelial sheet whereupon they migrate as loosely associated mesenchymal tissue. Curiously, our study shows that the transcription factor Sna, a main regulator of Drosophila EMT and a marker of progenitor cells in the midgut, is both transcriptionally induced in ECs upon infection and required for upd3 transcription [8,73]. Sna’s role as a negative regulator of transcription implies that this phenotype is likely a secondary effect. We thus propose that upd3 expression may be downstream of Sna-dependent, EMT-like shedding of ECs in response to enteric stresses. In such a scenario, cell loss would require an EMT like regulation in ECs and indirectly trigger upd3 transcription. Epithelial structure and tension modulated by delamination could also result in Src and Hippo pathway activation, and ultimately in upd3 induction. Future work will determine how ECs are extruded from the epithelial sheet and how cell loss modulates Upd3 production.

Regulatory networks are reused in multiple epithelial cell types to coordinate tissue repair

The regulatory pathways that we find upstream of upd3 transcription in ECs appear to be the same pathways required in ISCs to control their proliferation. For instance, inactivation of the Hippo pathway or induction of the Dpp pathway in ISCs is sufficient to stimulate stem cell proliferation in the Drosophila midgut [42] [61]. Similarly, the MAPK pathway has been demonstrated to be critical in ISCs for division and differentiation downstream of EGFR [19]. However, the regulation of these pathways is not always identical between cell types: while the SAPK kinase cascade is strongly required cell-autonomously for ISC activity [13], its effect on upd3 induction in ECs is only marginal. Along these lines, MAPKs act downstream of growth factor receptors in ISCs, while we found that Src kinases trigger their activation in ECs. We thus propose that a single regulatory network controls ISC proliferation both cell-autonomously and cell non-autonomously and that the two processes are linked by the secretion of cytokines and growth factors.

Conclusions

Altogether, the results of our study illustrate key aspects of the regulation of cytokine expression by intestinal cells in the gut. We identify microbe-responsive enhancers in the promoter of upd3 that act as stress sensors, thanks to the cooperative regulation by multiple pathways. Dpp, Hippo, Src, SAPK and MAPK pathways all converge on the transcriptional regulation of upd3, thus acting together as a genetic network dedicated to damage detection and response. Strikingly, this genetic network controls both proliferation in stem cells, as well as the expression of cytokines in ECs to subsequently induce ISC proliferation. This genetic regulatory network therefore links stem cell proliferation and cytokine production in one common molecular framework, and paves the way for future studies to decrypt the link between inflammation and cancer in the gut.

Materials and methods

Fly stocks and husbandry

Drosophila stocks were maintained at room temperature (~23°C) on standard fly medium (sucrose, cornmeal, yeast, and agar). Control lines: as controls for Gal4 driver experiments, we used the F1 progeny of the driver line crossed to wild-type stocks such as Canton-S (Cs) (BDSC: 64349), and background matched stocks such as attp2 (BDSC: 36303) and attp40 (BDSC: 36304). Gal4 Drivers: Myo1A-Gal4, UAS-GFP, tub-Gal80TS; upd3-lacZ (MyoTS, EC-specific), Su(H)GBE-Gal4;UAS-GFP, tub-Gal80TS (Su(H)TS, EB-specific) [17]. Conditional Gal4TS flies were obtained by crossing virgin females of the driver strain with males of the UAS-transgene line. For RNAi and overexpression experiments, F1 progenies (driver > UAS-transgene) were raised at 18°C until 3 days after emergence, to allow for full gut development. Flies were then switched to 29°C for a week to allow for maximum transgene expression and RNAi-mediated gene knockdown. UAS-transgene stocks: RNAi transgenic fly lines were obtained from Bloomington (TRiP lines), VDRC (Vienna) or NIG (Japan), as specified in S2 Table. UAS-Atf3 3xHA was obtained from FlyORF. UAS-Src42A, UAS-Src42AYF, UAS-Src64B, UAS-Src64BYF were generously provided by professor Tian Xu [74]. UAS-bskDN; IF/CyO (BDSC: 6409), UAS-Src42A-IR (NIG-FLY: 7873R-2), UAS-Src42A-IR (NIG-FLY: 7873R-3), UAS-Src64B-IR (VDRC: 35252), UAS-Src64B-IR (NIG-FLY: 7524R-1)/CyO; MKRS/TM6B, UAS-Src42AYF5382B, sb/TM6B, UAS-Src64BYF161; sb/TM6B, yw;;Src64BYU1332 (BDSC: 7342), w-; IF/CyO; UAS-csk/TM6B, w-; UAS-cpb7/Cyo; MKRS/TM6B, w-; IF/CyO; UAS-cpa attB/TM6B [75], w-; UAS-cpa-IRC10 [75], w-; IF/CyO; UAS-cpb-IR/TM6B (VDRC: 46668), w-;;; zyxD41 [76], were generously provided by Florence Janody. UAS-Apoliner and Tub-Apoliner were both generously provided by Jean-Paul Vincent [53]. Reporter lines: upd3.1-lacZ, esg-lacZ, Myo-lacZ, [17]. A complete list of the TRiP UAS-RNAi lines used in the TF screen can be found in S2 Table. A list of the additional transgenic lines used in this report can be found in S5 Table.

Generation of Upd3 enhancer trap lines

Overlapping fragments of ~1.5Kb were cloned in front of GFP, starting from 4.2Kb upstream of the upd3 start site and ending 7.3Kb downstream of the gene. These sequence fragments were designated putative upd3 enhancer regions A-R and cloned into T vector followed by pH-stinger [77] to create 21 enhancer trap GFP vectors. Each vector was used to generate at least two enhancer trap GFP fly lines (to account for insertion position effects), which were then screened for capacity to drive GFP expression in the adult midgut under both basal conditions as well as Ecc15 infection. In addition, two reporter transgenes expressing NLS-GFP, fused to the Upd3 protein and driven under the control of the full upd3 locus and endogenous promoter (from 4.2Kb upstream of the upd3 start site, up to 7.3Kb downstream of the gene), as well as the same reporter with enhancer B and C sequence regions deleted, were created and inserted at the attP2 insertion site.

Bacterial cultures and oral infection

Erwinia carotovora ssp. carotovora 15 (Ecc15) and Pseudomonas entomophila (Pe) are two Gram-negative bacteria, pathogenic to the Drosophila midgut when ingested [1]. Bacteria were maintained on standard LB agar plates and Pe was plated from glycerol stocks for each experiment. Bacteria were cultured in LB broth at 29°C for 16 hours. Oral infection was performed as previously described [12]: flies were starved in empty vials for 2 hours at 29°C, then moved to fly vials in which the standard food was completely covered by a filter paper disc containing 150μl of either 2.5% sucrose solution (control), or 5% sucrose solutions mixed in equal volume with OD600 = 200 bacterial pellet, or a solution of 500μg/ml of bleomycin or 6% DSS. Orally treated flies were incubated at 29°C until dissection.

Generation of axenic flies

3 to 5 day old flies were transferred on fresh fruit juice agar plates. After 1 day of habituation, flies were allowed to lay eggs for 4–6 hours. Eggs were first suspended in 1X PBS, rinsed in 70% EtOH for 1 minute and dechorionated using 10% bleach for ~10min. Eggs were then transferred under a sterile flow hood and further rinsed 3 times with sterile ddH2O. The eggs were finally transferred into sterile fly vials with sterilized fly food. Flies were tested for presence of bacteria after each experiment, by plating homogenates on MRS agar plates.

Immunohistochemistry and fluorescence imaging

After dissection, Drosophila midguts were fixed in 4% paraformaldehyde in 1X PBS for 45 to 90 minutes and successively washed 3 times with 0.1% TritonX in PBS. Guts to be immunostained were then incubated for an hour in blocking solution (1% bovine serum albumin, 1% normal donkey serum, and 0.1% Triton X-100 in PBS). Overnight primary antibody staining was performed at RT. Guts were washed 3 times with 0.1% TritonX in PBS and ≥2 hour secondary antibody staining was performed in PBS. Primary antibodies used: rabbit anti-pH3 (1:000, EMD Millipore), rabbit anti-β-Galactosidase (1:1000, MP Biomedicals), and mouse anti-Prospero (1:100, DSHB). Secondary antibodies used: donkey anti-rabbit-555 (1:2000, Thermo Fisher), donkey anti-mouse-488 (1:2000, Thermo Fisher), and donkey anti-mouse-647 (1:1000, Thermo Fisher). DNA was stained in 1:50,000 DAPI (Sigma-Aldrich) in PBS and 0.1% TritonX for 30min, and samples received a final three washes in PBS before mounting in antifade medium (Citifluor AF1). Imaging was performed on a Zeiss LSM 700 fluorescent/confocal inverted microscope.

β-Galactosidase titration assay

Myo-Gal4TS; Upd3-lacZ driver/reporter flies were crossed to RNAi or overexpression lines and their adult progeny were induced at 29°C for seven days, then treated with either sucrose (control) or Ecc15 for 16 hours. Five midguts were dissected for each sample and homogenized in 100μl Z-buffer (60mM Na2HPO4, 60mM NaH2PO4, 10mM KCl, 1mM MgSO4, 50mM β-mercaptoethanol, adjusted pH to 8 with NaOH). Homogenates were then centrifuged and 40μl of supernatant was mixed with 250μl of 0.35mg/ml ONPG (o-nitrophenol-β-D-galactoside) in Z-buffer solution in the wells of a 96-well plate. Absorbance was then measured at 420nm in a plate-reader (spectra max plus, Molecular Devices) every minute for one hour at 37°C. Because the amount of ONPG added to the reaction is sufficient to saturate the β-Gal in the samples, the reaction rate (absorbance vs time) is proportional to the quantity of β-Gal in each sample, and thus the maximum reaction rate (Vmax) was used as a measure of the relative β-Gal quantity in each sample. For each experiment, the average of three controls was used as a reference and relative upd3-lacZ activity was calculated (S2 Table). The three controls used were: progeny of Myo-Gal4TS; upd3-lacZ virgins crossed to either the wild type strain, Canton-S (Cs), or the controls “attP2” and “attP40”. The attP2 and attP40 lines are background controls for the TRiP UAS-RNAi stocks, while Cs is a standard, laboratory wild-type fly line. We used the variation in upd3-lacZ activity between the three controls (S5A and S5B Fig) to determine a confidence interval and select positive hits in the screen results (lower than 0.6 and higher than 1.4 upon infection, lower than 0.5 and higher than 1.6 in UC conditions). We further confirmed the significance of these results by the calculation of z-scores for each RNAi knockdown tested (S2 Table).

Survival experiments

Myo-Gal4TS; upd3-lacZ driver/reporter flies were crossed to the UAS-RNAi lines and their progeny were raised at 18°C. At 3-days post eclosure, 20 adult females were shifted to 29°C, the temperature at which all survival experiments were done to allow constant expression of the RNAi constructs. Day seven post-induction was considered day 0 of the survival studies. The controls used were the F1 progeny of crosses between our driver and the wild-type stock Cs, as well as the background-matched lines “attP2” and “attP40”. To evaluate possible background or off-target effects, multiple RNAi lines were used for each gene and the survival of all parental lines alone was also monitored. Survival was recorded in unchallenged (UC) conditions, in which flies were kept on standard cornmeal medium, and upon constant exposure to Ecc15 (flies were transferred to new tubes with fresh Ecc15 every 3 days). Deaths were monitored daily and plotted using the GraphPad Prism 7.0c software. Results of survival experiments are aggregates of 3 to 9 biological replicates and error bars represent standard errors. LT50s were determined using PROBIT analysis in R.

RT-qPCR

Total RNA was extracted from 15 to 20 female fly midguts following standard protocol with Trizol (Invitrogen). Reverse transcription (RT) was performed using the qScript cDNA synthesis kit (Quanta) and quantitative PCR with SsoAdvanced Universal SYBR Green Supermix (Bio-Rad) and a CFX96 TouchTM Real-Time PCR Detection System (Bio-Rad). Measured mRNA quantities were normalized to control Rp49 (RpL32) mRNA values.

Yeast one-hybrid

The upd3-lacZ sequence was cloned into 4 fragments fused to the HIS3 reporter to generate baits further tested in yeast one-hybrid. HIS3 encodes an imidazoleglycerol-phosphate dehydratase, that catalyzes histidine synthesis, and the inhibitor 3-amino-1,2,4-triazole (3AT) competitively inhibits this activity. The higher the level of 3AT in the medium is, the higher HIS3 expression needs to be to insure yeast growth, thus testing the strength of transactivation of the bait-HIS3 in response to multiple TFs. Prior to the TF/bait interaction test, a self-activation test was performed to assess whether natural S. cerevisiae TFs are sufficient to induce basal HIS3 expression. This test was performed by measuring the growth of eight independently transformed yeasts for each bait on SC-His plates with varying concentrations of 3AT (0, 10, 20, 40, 60, 80mM). For each bait, a transformant yeast that can grow on SC-His medium, but is unable to grow on medium supplemented with 3AT was selected.

The yeast one-hybrid assay was performed as previously described [27,78,79]. Briefly, upd3-HIS3 baits were integrated in the genome of Saccharomyces cerevisiae and transformed with a collection of 670 plasmids containing Drosophila TF open reading frames fused to the Gal4 activation domain. Each colony was plated on synthetic complete medium lacking Histidine (to select for the upd3-His construct) and Tryptophan (to select for the presence of the TF vector). Plates were incubated at 30°C for 3, 7, and 10d and imaged using a Bio-Rad gel doc system. Yeasts not transformed with any TF prey and yeasts transformed with the Gal4 activation domain alone served as negative control. Plate images were analyzed using the R package Gitter, that estimates colony surface and circularity. Sets of quadruplicate colonies that showed growth above background levels were deduced to have a direct interaction between the TF prey and the DNA bait, and the strength of the interaction was estimated and ranked (from +/- to +++) by the ability of each yeast colony to grow on increasing concentrations of the HIS3 inhibitor 3AT as previously described [27,79].

Supporting information

S1 Fig. Midgut upd3 induction upon infection is controlled by multiple enhancer regions and is proportional to pathogen dose.

(A, B) RT-qPCR measurements of upd3 expression over multiple time points upon oral infection by Ecc15 and Pe, respectively. Following either Ecc15 or Pe infection, upd3 induction peaks at 8-24h and returns to basal levels by 96h. (C) Enhancer regions G, H, K, P1 and P2 drive expression in discrete anatomical structures of the digestive tract. For a detailed description, see S1 Table. (D) Enhancers M and Q induce a constant signal in small epithelial cells. (E) Enhancer regions E and E0F seem to direct transcription inconsistently in a few scattered cells along the midgut upon infection. (F) Enhancer L drives GFP expression in salivary glands in response to infection. (G) upd3 enhancer region B drives an infection-induced, EC-specific GFP signal, similar to that of enhancer region C. Mean values of at least 3 repeats are represented ± SEM. Scale bars are 50μm.

https://doi.org/10.1371/journal.pgen.1007091.s001

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S2 Fig. Qualitative comparison of visible upd3-C-GFP and upd3-R-GFP signals in CR and GF flies.

(A, B) Enhancer regions C and R display no obvious difference in visible GFP signal between CR and GF conditions. Scale bars are 50μm.

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S3 Fig. Infection-induced upd3 transcription occurs specifically in ECs and closely matches the upd3-C-GFP and upd3-lacZ signals.

(A, B) RT-qPCR measurements of total gut upd3 expression following EC (Myo) or EB (Su(H))-specific knockdown of upd3, and Ecc15 (A) or Pe (B) infection, indicates that most upd3 induction is derived from ECs. (C) Accordingly, knockdown of upd3 specifically in ECs (Myo-Gal4TS driven UAS-RNAi) is adequate to strongly inhibit ISC proliferation in the midgut, as revealed by pH3+ cell counting. (D) A measure of GFP intensity in the cells of upd3-C-GFP guts for multiple time-points following Ecc15 infection shows a peak in intensity at 8-24h and a return to basal levels by 96h. Black bars represent the median and blue diamonds represent the mean GFP intensity for each time point. (E) The signals driven by upd3-C-GFP and upd3-lacZ are induced upon Ecc15 infection and overlap in the same ECs. White arrows indicate cells in which upd3-C-GFP and upd3-lacZ expression overlap. Statistical significance: mean values of at least 3 repeats are represented ± SE. *p<0.05, **p<0.01, ***p<0.001 (student’s t-test). Scale bar is 50μm.

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S4 Fig. Enhancer sequence B-C is critical for driving infection-induced expression of genes using the upd3 locus.

(A) Schematic of the upd3 gene and the 21 overlapping sequences used to create GFP reporter lines. The upd3 exons are represented by orange blocks and the introns are light blue. Putative enhancer regions have been color coded by their ability to drive GFP expression as follows: Solid Grey–no midgut signal, Green–infection-induced signal throughout the gut. (B) A sequence covering the upd3 locus is capable of directing an infection-induced GFP signal in the midgut, but is unable to after the deletion of enhancer sequence B-C. Scale bars are 50μm.

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S5 Fig. The regulation of Upd3 differs in basal and infected conditions.

(A-B) The relative upd3-lacZ values for each of the 718 lines used in our screen in either UC conditions (A) or upon infection (B) are depicted here. Three controls are used in these experiments (Myo-Gal4TS; upd3-lacZ x attP2, attP40 and Cs) and their variation across 66 sets of experiments is depicted (brown, vertical line of points). The distribution of these control values due to inter-experimental variation was used to establish thresholds for determining positive hits (yellow dotted line is the threshold for increased expression and blue dotted line is the threshold for decreased expression). (C-D) Venn diagrams representing the overlap between TF hits inducing (C) or reducing (D) upd3-lacZ activity when knocked-down in ECs, in both basal condition and upon infection, showing only minor overlap between the two conditions. (E) Venn diagram showing the overlap between TFs considered as positive hits in our screen and their expression in ECs and/or regulation upon oral infection (based on [28]). Positive hits in the screen are enriched in genes that are expressed and regulated in ECs. (F) A scatter plot representing the relative effect of each TF on basal (x-axis) and infected (y-axis) conditions demonstrates that TFs modulating upd3-lacZ activity in UC and infected conditions are not correlated. Control samples are represented by orange points. (G) Gene Ontology Enrichment analysis demonstrates that the positive hit TFs identified in our screen are strongly enriched for involvement in development and epithelium morphogenesis as shown in this table. Statistical significance: mean values of at least 3 repeats are represented ± SE. *p<0.05, **p<0.01, ***p<0.001 (student’s t-test).

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S6 Fig. Knockdown of the Yki inhibitor, Hippo, is not sufficient to induce upd3.

Basal upd3 expression, as reported by upd3-lacZ activity, is not significantly induced by EC-specific knockdown of hippo. Statistical significance: mean values of at least 3 repeats are represented ± SE. *p<0.05, **p<0.01, ***p<0.001 (student’s t-test).

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S7 Fig. upd3 expression in ECs is not dependent on apoptosis or autophagy.

(A, B) Overexpression of caspases or autophagy genes is sufficient to induce upd3 expression, as measured by upd3-lacZ (A). However, blocking apoptosis or autophagy by RNAi against caspases or autophagy genes, or overexpression of P35, does not impede Ecc15-induced upd3 transcription (B). (C, D) The Apoliner construct expresses a membrane-bound mRFP fluorophore with a caspase sensitive site attached to an intracellular eGFP fluorophore. Caspase 3 (Cas3) cleaves this linker region, releasing the GFP fluorophore and allowing it to re-localize to the nucleus (C). UAS-Apoliner, driven by NP1-Gal4, marks apoptotic ECs with GFP localized to the nucleus (D). In Ecc15 infected guts, we observe ECs that are caspase active and upd3-negative (white arrowhead), caspase inactive and upd3-positive (white circle), and both caspase-active and upd3-positive (white arrow). Scale bars are 25μm. Statistical significance: mean values of at least 3 repeats are represented ± SE. *p<0.05, **p<0.01, ***p<0.001 (student’s t-test).

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S8 Fig. Activation of JNK, Hep, Ras and major RTKs induce upd3 expression but are not required for infection-induced expression.

(A, B) Immunostaining against phosphorylated forms of JNKand p38 reveals that these kinases are activated in response to infection in ECs. (C) EC-specific inhibition of Bsk, Hep, or Ras, by RNAi or by expression of dominant negative forms has minimal effect on Ecc15-induced upd3 expression. (D) EC-specific depletion of the MAPKKKs, MEKK1, ASK1, and TAK1 has no major effect on Ecc15-induced upd3 expression. (E) Finally, EC-specific inhibition of EGFR, Pvr, or Pvf2 has no negative effect on upd3-lacZ activity, although activation of EGFR in ECs is sufficient to trigger upd3-lacZ expression. (F) Schematic of the SAPK/MAPK network. The AP-1 complex (D-Jun and D-Fos) is regulated by both Stress Activated Protein Kinase (SAPKs) and Mitogen Activated Protein Kinases (MAPKs). SAPKs lead to the activation of JNK, and MAPKs result in the activation of terminal kinases, including p38 and ERK. Statistical significance: mean values of at least 3 repeats are represented ± SE. *p<0.05, **p<0.01, ***p<0.001 (student’s t test).

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S9 Fig. Knockdown of positive regulators of upd3 identified from screening reduces lifespan.

(A-C) RNAi mediated knockdown of epigenetic regulators and homeobox genes (A), Hippo and Dpp pathway genes (B), or SAPK and MAPK constituents (C) reduces the lifespan of unchallenged flies. Curves represent averaged survival ± SE. *p<0.0332, **p<0.0021, ***p<0.0002, ****p<0.0001 (Log-rank test).

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S10 Fig. Model of Upd3 regulation in midgut ECs in response to enteric stress.

Schematic representation of the pathways that control upd3 transcription in ECs during intestinal trauma. Biotic and abiotic stresses, as well as the responsive ROS production, induce epithelial cell extrusion and cell death. The Sna TF may act as an integral component of cellular extrusion by negatively regulating cellular adhesion. SFK and MAPK pathways are activated by cellular stress, and converge on the activation of D-Fos and D-Jun TFs. The Hippo pathway likely responds to tissue loss in the midgut by removing the inhibition of the Yki and Sd TF complex.

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S1 Table. upd3-enhancer-GFP line summary.

This table describes the precise expression pattern of our upd3-enhancer-GFP lines.

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S2 Table. TF TRiP line summary from upd3-lacZ screen.

This table describes the results of our functional screen. Relative lacZ activity values are indicated, as well as the presence of a TFBS for that transcription factor and the interaction in one hybrid screen (Y1H).

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S3 Table. Yeast one-hybrid assay summary.

This table describes the transcription factors found to bind upd3 by one hybrid. The score reflects the intensity of the binding which results in a stronger growth on selective medium (see Mat&Met).

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S4 Table. LT50 Values of survival experiments.

This table records the LT50 values and confidence intervals for the lines tested in survival experiments, under Ecc15-infected and unchallenged (UC) conditions. The first sub-table presents results associated with the main and supplementary figures (Fig 7B–7D, S9A–S9C Fig) and the additional sub-tables present the results of independent validation experiments, showing additionally tested RNAi lines for the same genes, as well as the survival data of parental lines. Blue text represents lines that are in the attP2 background, green text represents those that are in the attP40 background.

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S5 Table. Additional Drosophila stocks.

Lines used in this study and their provenance.

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Acknowledgments

We would like to thank Florence Janody, Bruce Edgar, Jean-Paul Vincent, Matthew Freeman and Tian Xu for stocks and reagents. We also thank members of the Buchon lab for helpful comments on the manuscript. We thank the TRiP at Harvard Medical School (NIH/NIGMS R01-GM084947) for providing transgenic RNAi fly stocks and/or plasmid vectors used in this study. Stocks obtained from the Bloomington Drosophila Stock Center (NIH P40OD018537) were used in this study.

References

  1. 1. Buchon N, Broderick NA, Lemaitre B. Gut homeostasis in a microbial world: insights from Drosophila melanogaster. Nat Rev Micro. 2013;11: 615–626. pmid:23893105
  2. 2. Peterson LW, Artis D. Intestinal epithelial cells: regulators of barrier function and immune homeostasis. Nat Rev Immunol. 2014;14: 141–153. pmid:24566914
  3. 3. Karin M, Clevers H. Reparative inflammation takes charge of tissue regeneration. Nature. 2016;529: 307–315. pmid:26791721
  4. 4. Radtke F, Clevers H. Self-renewal and cancer of the gut: two sides of a coin. Science. 2005;307: 1904–1909. pmid:15790842
  5. 5. Bonfini A, Liu X, Buchon N. From pathogens to microbiota: How Drosophila intestinal stem cells react to gut microbes. Dev Comp Immunol. 2016;64: 22–38. pmid:26855015
  6. 6. Apidianakis Y, Rahme L. Drosophila melanogaster as a model for human intestinal infection and pathology. Dis Model Mech. 2011;4: 21–30. pmid:21183483
  7. 7. Zeng X, Hou SX. Enteroendocrine cells are generated from stem cells through a distinct progenitor in the adult Drosophila posterior midgut. The Company of Biologists Limited; 2015;142: 644–653. pmid:25670791
  8. 8. Buchon N, Osman D, David FPA, Yu Fang H, Boquete J-P, Deplancke B, et al. Morphological and molecular characterization of adult midgut compartmentalization in Drosophila. Cell Rep. 2013;3: 1725–1738. pmid:23643535
  9. 9. Marianes A, Spradling AC, Brand A. Physiological and stem cell compartmentalization within the Drosophila midgut. elife. eLife Sciences Publications Limited; 2013;2. pmid:23991285
  10. 10. Ryu J-H, Ha E-M, Oh C-T, Seol J-H, Brey PT, Jin I, et al. An essential complementary role of NF-kappaB pathway to microbicidal oxidants in Drosophila gut immunity. EMBO J. 2006;25: 3693–3701. pmid:16858400
  11. 11. Ha E-M, Lee K-A, Seo YY, Kim S-H, Lim J-H, Oh B-H, et al. Coordination of multiple dual oxidase-regulatory pathways in responses to commensal and infectious microbes in drosophila gut. Nat Immunol. 2009;10: 949–957. pmid:19668222
  12. 12. Buchon N, Broderick NA, Poidevin M, Pradervand S, Lemaitre B. Drosophila intestinal response to bacterial infection: activation of host defense and stem cell proliferation. Cell Host Microbe. 2009;5: 200–211. pmid:19218090
  13. 13. Buchon N, Broderick NA, Chakrabarti S, Lemaitre B. Invasive and indigenous microbiota impact intestinal stem cell activity through multiple pathways in Drosophila. Genes Dev. Cold Spring Harbor Lab; 2009;23: 2333–2344. pmid:19797770
  14. 14. Bosco-Drayon V, Poidevin M, Boneca IG, Narbonne-Reveau K, Royet J, Charroux B. Peptidoglycan Sensing by the Receptor PGRP-LE in the Drosophila Gut Induces Immune Responses to Infectious Bacteria and Tolerance to Microbiota. Cell Host Microbe. 2012;12: 153–165. pmid:22901536
  15. 15. Neyen C, Poidevin M, Roussel A, Lemaitre B. Tissue- and Ligand-Specific Sensing of Gram-Negative Infection in Drosophila by PGRP-LC Isoforms and PGRP-LE. J Immunol. 2012. pmid:22772451
  16. 16. Osman D, Buchon N, Chakrabarti S, Huang Y-T, Su W-C, Poidevin M, et al. Autocrine and paracrine unpaired signaling regulate intestinal stem cell maintenance and division. J Cell Sci. The Company of Biologists Ltd; 2012;125: 5944–5949. pmid:23038775
  17. 17. Jiang H, Patel PH, Kohlmaier A, Grenley MO, Mcewen DG, Edgar BA. Cytokine/Jak/Stat signaling mediates regeneration and homeostasis in the Drosophila midgut. Cell. 2009;137: 1343–1355. pmid:19563763
  18. 18. Chatterjee M, Ip YT. Pathogenic stimulation of intestinal stem cell response in Drosophila. J Cell Physiol. 2009;220: 664–671. pmid:19452446
  19. 19. Buchon N, Broderick NA, Kuraishi T, Lemaitre B. Drosophila EGFR pathway coordinates stem cell proliferation and gut remodeling following infection. BMC Biol. BioMed Central Ltd; 2010;8: 152. pmid:21176204
  20. 20. Cordero JB, Stefanatos RK, Scopelliti A, Vidal M, Sansom OJ. Inducible progenitor-derived Wingless regulates adult midgut regeneration in Drosophila. EMBO J. 2012. pmid:22948071
  21. 21. Biteau B, Jasper H. EGF signaling regulates the proliferation of intestinal stem cells in Drosophila. 2011;138: 1045–1055. pmid:21307097
  22. 22. Jiang H, Grenley MO, Bravo M- J, Blumhagen RZ, Edgar BA. EGFR/Ras/MAPK signaling mediates adult midgut epithelial homeostasis and regeneration in Drosophila. Cell Stem Cell. 2011;8: 84–95. pmid:21167805
  23. 23. Zhou F, Rasmussen A, Lee S, Agaisse H. The UPD3 cytokine couples environmental challenge and intestinal stem cell division through modulation of JAK/STAT signaling in the stem cell microenvironment. Dev Biol. 2013;373: 383–393. pmid:23110761
  24. 24. Karpac J, Biteau B, Jasper H. Misregulation of an adaptive metabolic response contributes to the age-related disruption of lipid homeostasis in Drosophila. Cell Rep. 2013;4: 1250–1261. pmid:24035390
  25. 25. Amcheslavsky A, Jiang J, Ip YT. Tissue damage-induced intestinal stem cell division in Drosophila. Cell Stem Cell. 2009;4: 49–61. pmid:19128792
  26. 26. Broderick NA, Buchon N, Lemaitre B. Microbiota-induced changes in drosophila melanogaster host gene expression and gut morphology. MBio. American Society for Microbiology; 2014;5: e01117–14. pmid:24865556
  27. 27. Hens K, Feuz J-D, Isakova A, Iagovitina A, Massouras A, Bryois J, et al. Automated protein-DNA interaction screening of Drosophila regulatory elements. Nat Meth. 2011. pmid:22037703
  28. 28. Dutta D, Dobson AJ, Houtz PL, Gläßer C, Revah J, Korzelius J, et al. Regional Cell-Specific Transcriptome Mapping Reveals Regulatory Complexity in the Adult Drosophila Midgut. Cell Rep. 2015;12: 346–358. pmid:26146076
  29. 29. Dutta D, Buchon N, Xiang J, Edgar BA. Regional Cell Specific RNA Expression Profiling of FACS Isolated Drosophila Intestinal Cell Populations. Curr Protoc Stem Cell Biol. Hoboken, NJ, USA: John Wiley & Sons, Inc; 2015;34: 2F.2.1–2F.2.14. pmid:26237570
  30. 30. Mathelier A, Zhao X, Zhang AW, Parcy F, Worsley-Hunt R, Arenillas DJ, et al. JASPAR 2014: an extensively expanded and updated open-access database of transcription factor binding profiles. Nucleic Acids Research. 2014;42: D142–7. pmid:24194598
  31. 31. Gallo SM, Gerrard DT, Miner D, Simich M, Soye Des B, Bergman CM, et al. REDfly v3.0: toward a comprehensive database of transcriptional regulatory elements in Drosophila. Nucl Acids Res. 2010;39: D118–D123. pmid:20965965
  32. 32. Bothma JP, Magliocco J, Levine MS. The Snail Repressor Inhibits Release, not Elongation, of Paused Pol II in the Drosophila Embryo. Current biology: CB. NIH Public Access; 2011;21: 1571–1577. pmid:21920753
  33. 33. Chopra VS, Kong N, Levine MS. Transcriptional repression via antilooping in the Drosophila embryo. Proceedings of the National Academy of Sciences. National Acad Sciences; 2012;109: 9460–9464. pmid:22645339
  34. 34. Qi D, Bergman M, Aihara H, Nibu Y, Mannervik M. Drosophila Ebi mediates Snail-dependent transcriptional repression through HDAC3-induced histone deacetylation. EMBO J. European Molecular Biology Organization; 2008;27: 898–909. pmid:18309295
  35. 35. Nibu Y, Zhang H, Bajor E, Barolo S, Small S, Levine MS. dCtBP mediates transcriptional repression by Knirps, Krüppel and Snail in the Drosophila embryo. The EMBO Journal. European Molecular Biology Organization; 1998;17: 7009–7020. pmid:9843507
  36. 36. Huang J, Wu S, Barrera J, Matthews K, Pan D. The Hippo signaling pathway coordinately regulates cell proliferation and apoptosis by inactivating Yorkie, the Drosophila Homolog of YAP. Cell. 2005;122: 421–434. pmid:16096061
  37. 37. Staley BK, Irvine KD. Hippo signaling in Drosophila: Recent advances and insights. Singh A, Irvine KD, editors. Dev Dyn. 2011;241: 3–15. pmid:22174083
  38. 38. Li Q, Li S, Mana-Capelli S, Roth Flach RJ, Danai LV, Amcheslavsky A, et al. The Conserved Misshapen-Warts-Yorkie Pathway Acts in Enteroblasts to Regulate Intestinal Stem Cells in Drosophila. Dev Cell. 2014;31: 291–304. pmid:25453828
  39. 39. Qing Y, Yin F, Wang W, Zheng Y, Guo P, Schozer F, et al. The Hippo effector Yorkie activates transcription by interacting with a histone methyltransferase complex through Ncoa6. elife. 2014;3: 1260. pmid:25027438
  40. 40. Bayarmagnai B, Nicolay BN, Islam ABMMK, Lopez-Bigas N, Frolov MV. Drosophila GAGA factor is required for full activation of the dE2f1-Yki/Sd transcriptional program. Cell Cycle. 2012;11: 4191–4202. pmid:23070566
  41. 41. Shaw RL, Kohlmaier A, Polesello C, Veelken C, Edgar BA, Tapon N. The Hippo pathway regulates intestinal stem cell proliferation during Drosophila adult midgut regeneration. 2010;137: 4147–4158. pmid:21068063
  42. 42. Staley BK, Irvine KD. Warts and Yorkie mediate intestinal regeneration by influencing stem cell proliferation. Curr Biol. 2010;20: 1580–1587. pmid:20727758
  43. 43. Guo Z, Driver I, Ohlstein B. Injury-induced BMP signaling negatively regulates Drosophila midgut homeostasis. J Cell Biol. 2013;201: 945–961. pmid:23733344
  44. 44. Tian A, Jiang J. Intestinal epithelium-derived BMP controls stem cell self-renewal in Drosophila adult midgut. 2014;3: e01857. pmid:24618900
  45. 45. Zhou J, Florescu S, Boettcher A-L, Luo L, Dutta D, Kerr G, et al. Dpp/Gbb signaling is required for normal intestinal regeneration during infection. Dev Biol. 2014. pmid:25553980
  46. 46. Li H, Qi Y, Jasper H. Dpp signaling determines regional stem cell identity in the regenerating adult Drosophila gastrointestinal tract. Cell Rep. 2013;4: 10–18. pmid:23810561
  47. 47. Driver I, Ohlstein B. Specification of regional intestinal stem cell identity during Drosophila metamorphosis. 2014;141: 1848–1856. pmid:24700821
  48. 48. Li Z, Zhang Y, Han L, Shi L, Lin X. Trachea-derived dpp controls adult midgut homeostasis in Drosophila. Dev Cell. 2013;24: 133–143. pmid:23369712
  49. 49. Aleman A, Rios M, Juarez M, Lee D, Chen A, Eivers E. Mad linker phosphorylations control the intensity and range of the BMP-activity gradient in developing Drosophila tissues. Sci Rep. 2014;4: 6927. pmid:25377173
  50. 50. Wisotzkey RG, Mehra A, Sutherland DJ, Dobens LL, Liu X, Dohrmann C, et al. Medea is a Drosophila Smad4 homolog that is differentially required to potentiate DPP responses. Development. 1998;125: 1433–1445. pmid:9502724
  51. 51. Kockel L, Homsy JG, Bohmann D. Drosophila AP-1: lessons from an invertebrate. Oncogene. 2001;20: 2347–2364. pmid:11402332
  52. 52. Kappelmann M, Bosserhoff A, Kuphal S. AP-1/c-Jun transcription factors: regulation and function in malignant melanoma. Eur J Cell Biol. 2014;93: 76–81. pmid:24315690
  53. 53. Bardet P-L, Kolahgar G, Mynett A, Miguel-Aliaga I, Briscoe J, Meier P, et al. A fluorescent reporter of caspase activity for live imaging. Proceedings of the National Academy of Sciences. National Acad Sciences; 2008;105: 13901–13905. pmid:18779587
  54. 54. Chakrabarti S, Poidevin M, Lemaitre B. The Drosophila MAPK p38c Regulates Oxidative Stress and Lipid Homeostasis in the Intestine. Garsin DA, editor. PLoS Genet. Public Library of Science; 2014;10: e1004659. pmid:25254641
  55. 55. Stokoe D, McCormick F. Activation of c-Raf-1 by Ras and Src through different mechanisms: activation in vivo and in vitro. EMBO J. 1997;16: 2384–2396. pmid:9171352
  56. 56. Tran NH, Frost JA. Phosphorylation of Raf-1 by p21-activated kinase 1 and Src regulates Raf-1 autoinhibition. J Biol Chem. American Society for Biochemistry and Molecular Biology; 2003;278: 11221–11226. pmid:12551923
  57. 57. Li H, Qi Y, Jasper H. Preventing Age-Related Decline of Gut Compartmentalization Limits Microbiota Dysbiosis and Extends Lifespan. Cell Host Microbe. 2016;19: 240–253. pmid:26867182
  58. 58. Buchon N, Silverman N, Cherry S. Immunity in Drosophila melanogaster—from microbial recognition to whole-organism physiology. Nat Rev Immunol. 2014;14: 796–810. pmid:25421701
  59. 59. Ha E-M, Lee K-A, Park SH, Kim S-H, Nam H-J, Lee H-Y, et al. Regulation of DUOX by the Galphaq-phospholipase Cbeta-Ca2+ pathway in Drosophila gut immunity. Dev Cell. 2009;16: 386–397. pmid:19289084
  60. 60. Jones RM, Luo L, Ardita CS, Richardson AN, Kwon YM, Mercante JW, et al. Symbiotic lactobacilli stimulate gut epithelial proliferation via Nox-mediated generation of reactive oxygen species. EMBO J. 2013;32: 3017–3028. pmid:24141879
  61. 61. Ayyaz A, Li H, Jasper H. Haemocytes control stem cell activity in the Drosophila intestine. Nat Cell Biol. 2015;17: 736–748. pmid:26005834
  62. 62. Karpowicz P, Perez J, Perrimon N. The Hippo tumor suppressor pathway regulates intestinal stem cell regeneration. 2010;137: 4135–4145. pmid:21098564
  63. 63. Ren F, Wang B, Yue T, Yun E-Y, Ip YT, Jiang J. Hippo signaling regulates Drosophila intestine stem cell proliferation through multiple pathways. Proceedings of the National Academy of Sciences. 2010;107: 21064–21069. pmid:21078993
  64. 64. Li Q, Li S, Mana-Capelli S, Roth Flach RJ, Danai LV, Amcheslavsky A, et al. The Conserved Misshapen-Warts-Yorkie Pathway Acts in Enteroblasts to Regulate Intestinal Stem Cells in Drosophila. Dev Cell. 2014;31: 291–304. pmid:25453828
  65. 65. Qiao Y, He H, Jonsson P, Sinha I, Zhao C, Dahlman-Wright K. AP-1 is a key regulator of proinflammatory cytokine TNFα-mediated triple-negative breast cancer progression. Journal of Biological Chemistry. American Society for Biochemistry and Molecular Biology; 2016;291: 18309–18309. pmid:27566813
  66. 66. Khalaf H, Jass J, Olsson P-E. Differential cytokine regulation by NF-kappaB and AP-1 in Jurkat T-cells. BMC Immunol. BioMed Central; 2010;11: 26. pmid:20507572
  67. 67. Yoo SK, Freisinger CM, LeBert DC, Huttenlocher A. Early redox, Src family kinase, and calcium signaling integrate wound responses and tissue regeneration in zebrafish. J Cell Biol. Rockefeller University Press; 2012;199: 225–234. pmid:23045550
  68. 68. Juarez MT, Patterson RA, Sandoval-Guillen E, McGinnis W. Duox, Flotillin-2, and Src42A Are Required to Activate or Delimit the Spread of the Transcriptional Response to Epidermal Wounds in Drosophila. PLoS Genet. 2011;7: e1002424. pmid:22242003
  69. 69. Sun G, Irvine KD. Regulation of Hippo signaling by Jun kinase signaling during compensatory cell proliferation and regeneration, and in neoplastic tumors. Dev Biol. 2011;350: 139–151. pmid:21145886
  70. 70. Taniguchi K, Wu L-W, Grivennikov SI, de Jong PR, Lian I, Yu F-X, et al. A gp130–Src–YAP module links inflammation to epithelial regeneration. Nature. 2015;519: 57–62. pmid:25731159
  71. 71. Loudhaief R, Brun-Barale A, Benguettat O, Nawrot-Esposito M-P, Pauron D, Amichot M, et al. Apoptosis restores cellular density by eliminating a physiologically or genetically induced excess of enterocytes in the Drosophila midgut. Development. Oxford University Press for The Company of Biologists Limited; 2017;144: 808–819. pmid:28246211
  72. 72. Patel PH, Dutta D, Edgar BA. Niche appropriation by Drosophila intestinal stem cell tumours. Nat Cell Biol. 2015;17: 1182–1192. pmid:26237646
  73. 73. Cano A, Pérez-Moreno MA, Rodrigo I, Locascio A, Blanco MJ, del Barrio MG, et al. The transcription factor Snail controls epithelial|[ndash]|mesenchymal transitions by repressing E-cadherin expression. Nat Cell Biol. Nature Publishing Group; 2000;2: 76–83. pmid:10655586
  74. 74. Pedraza LG, Stewart RA, Li D-M, Xu T. Drosophila Src-family kinases function with Csk to regulate cell proliferation and apoptosis. Oncogene. Nature Publishing Group; 2004;23: 4754–4762. pmid:15107833
  75. 75. Fernández BG, Jezowska B, Janody F. Drosophila actin-Capping Protein limits JNK activation by the Src proto-oncogene. Oncogene. 2013;33: 2027–2039. pmid:23644660
  76. 76. Gaspar P, Holder MV, Aerne BL, Janody F, Tapon N. Zyxin antagonizes the FERM protein expanded to couple F-actin and Yorkie-dependent organ growth.—PubMed—NCBI. Current Biology. 2015;25: 679–689. pmid:25728696
  77. 77. Barolo S, Carver LA, Posakony JW. GFP and beta-galactosidase transformation vectors for promoter/enhancer analysis in Drosophila. BioTechniques. 2000;29: 726–728–730–732. pmid:11056799
  78. 78. Hens K, Feuz J- D, Deplancke B. A High-throughput Gateway-Compatible Yeast One-Hybrid Screen to Detect Protein-DNA Interactions. Methods Mol Biol. 2012;786: 335–355. pmid:21938636
  79. 79. Kalay G, Lusk R, Dome M, Hens K, Deplancke B, Wittkopp PJ. Potential Direct Regulators of the Drosophila yellow Gene Identified by Yeast One-Hybrid and RNAi Screens. G3 (Bethesda). Genetics Society of America; 2016;6: 3419–3430. pmid:27527791