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MINI REVIEW article

Front. Cell. Infect. Microbiol., 27 October 2022
Sec. Molecular Bacterial Pathogenesis

Modification of phosphoinositides by the Shigella effector IpgD during host cell infection

  • 1Institute for Integrative Biology of the Cell – Centre National de la Recherche Scientifique (CNRS) UMR9198 - Institut National de la Santé et de la Recherche Médicale (Inserm) U1280, Team Calcium Signaling and Microbial Infections, Gif-sur-Yvette, France
  • 2Institut Pasteur, Unité Dynamique des interactions hôtes-pathogènes and Centre National de la Recherche Scientifique (CNRS) UMR3691, Université de Paris Cité, Paris, France

Shigella, the causative agent of bacillary dysentery, subvert cytoskeletal and trafficking processes to invade and replicate in epithelial cells using an arsenal of bacterial effectors translocated through a type III secretion system. Here, we review the various roles of the type III effector IpgD, initially characterized as phosphatidylinositol 4,5 bisphosphate (PI4,5P2) 4-phosphatase. By decreasing PI4,5P2 levels, IpgD triggers the disassembly of cortical actin filaments required for bacterial invasion and cell migration. PI5P produced by IpgD further stimulates signaling pathways regulating cell survival, macropinosome formation, endosomal trafficking and dampening of immune responses. Recently, IpgD was also found to exhibit phosphotransferase activity leading to PI3,4P2 synthesis adding a new flavor to this multipotent bacterial enzyme. The substrate of IpgD, PI4,5P2 is also the main substrate hydrolyzed by endogenous phospholipases C to produce inositoltriphosphate (InsP3), a major Ca2+ second messenger. Hence, beyond the repertoire of effects associated with the direct diversion of phoshoinositides, IpgD indirectly down-regulates InsP3-mediated Ca2+ release by limiting InsP3 production. Furthermore, IpgD controls the intracellular lifestyle of Shigella promoting Rab8/11 -dependent recruitment of the exocyst at macropinosomes to remove damaged vacuolar membrane remnants and promote bacterial cytosolic escape. IpgD thus emerges as a key bacterial effector for the remodeling of host cell membranes.

Introduction

Invasive pathogens subvert cytoskeletal processes to promote their internalization by normally non-phagocytic cells. Once inside a targeted host cell, the pathogens may reside inside a membrane-bound bacterial-containing vacuole (BCV) or escape from this compartment. Diversion of endocytic processes has been mostly described for pathogens living inside BCVs. Recent evidence indicates that freely replicating bacteria within the cell cytosol, such as Shigella, the causative agent of bacillary dysentery, also divert host trafficking to promote vacuolar escape. Because of their central role in cytoskeletal reorganization and endosomal trafficking, phosphoinositides are targeted by virulence factors from a variety of invasive bacteria (Payrastre et al., 2012; Pizarro-Cerdá et al., 2015). Among these, type III secretion system (T3SS) effectors that are injected into the host cell cytosol are of particular interest. They alter general cellular signaling pathways, as well as exhibiting localized activities at bacterial entry sites (Jennings et al., 2017; Muthuramalingam et al., 2021).

The Shigella IpgD type III effector has been characterized in detail as a PIP2 4-phosphatase involved in key processes during host cell infection (Payrastre et al., 2012). IpgD-mediated effects have been linked to its PIP2 hydrolytic activity, decreased inositol(1, 4, 5) triphosphate (InsP3) levels and increased production of PI5P (Payrastre et al., 2012). In a recent study, IpgD has been shown- similar to the Salmonella T3SS ortholog SopB to act as a phosphotransferase producing PI3,4P2 questioning the precise enzymatic activity pertinent to host cell process subversion (Walpole et al., 2022). IpgD modulates local signals occurring at bacterial-host cell contact sites during invasion and during rupture of the phagocytic vacuole by regulating the activity of small GTPases and specific phosphoinositide levels associated with the BCV (López-Montero and Enninga, 2018; Morioka et al., 2018). It also regulates Ca2+ signaling by depleting the second messenger InsP3 from T3SS-targeted cells (Sun et al., 2017) Furthermore, IpgD is the main inducer of macropinosomes surrounding invading Shigella (Weiner et al., 2016; Chang et al., 2020). The kinetics of (i) invasion and (ii) vacuolar rupture are tightly linked, suggesting an interdependence between both processes (Enninga et al., 2005). Due to the overall complexity of the process, it remains poorly understood how IpgD mechanistically contributes to vacuolar rupture to promote Shigella intracellular replication. Additional T3SS effectors, such as IpgB1/2, IpaJ, VirB and IcsB, also modulate the dynamics of host cell membranes during bacterial entry (Handa et al., 2007; Hachani et al., 2008; Heindl et al., 2010; Burnaevskiy et al., 2013; Kühn et al., 2020).

IpgD thus exhibits multiple effects on phosphoinositides as well as on Ca2+ signaling. Here, we review the diverse processes targeted by IpgD with a particular emphasis on findings implicating IpgD in the diversion of macropinosome formation and endosomal trafficking leading to rupture of the bacterial containing vacuole.

Global IpgD-mediated effects on cell signaling and inflammation

Through its enzymatic activities, IpgD regulates many aspects of signaling involved in survival pathways and inflammatory processes. IpgD leads to the production of PI5P at Shigella invasion sites inducing the tyrosine kinase-dependent activation of class IA PI3K and activation of the Akt serine/threonine kinase regulating cell survival and proliferation (Pendaries et al., 2006) (Figure 1). In light of the recently described IpgD phosphotransferase activity, it is possible that Akt activation also occurs directly via increased PI 3,4P2 levels triggered by IpgD (Walpole et al., 2022). Contributing to cell survival, IpgD specifically affects the dynamics of membranes at the host cell surface including endosome and macropinosome formation. Through increased PI5P levels at the plasma membrane of infected cells and a yet to be described mechanism, IpgD stimulates endocytosis of the EGF receptor (EGFR) and the cell adhesion molecule ICAM-1 (Boal et al., 2016) (Figure 1). While internalization is increased for these cell surface proteins, their outcome differs suggesting differential and specific cargo sorting for EGFR and ICAM-1 endosomes (Ramel et al., 2011; Boal et al., 2016). IpgD prevents the degradation of EGFR by blocking endosome maturation through the PI5P-dependent recruitment of the TOM1 adaptor protein at endosomal membranes (Boal et al., 2015). This results in the persistence of EGFR-early endosomes and persistent EGFR-signaling favoring the PI3K-Akt survival pathway (Boal et al., 2015) (Figure 1). The precise mechanism involved in the PI5P/TOM1-dependent blockade of endosome maturation remains to be characterized and appears unrelated to its described function in endosomal sorting. In contrast, as expected from canonical endosomal maturation, the increased internalization of ICAM-1 leads to its targeting to lysosomes and degradation (Figure 1). As a global result, IpgD stimulates the removal of ICAM-1 from the epithelial cell surface, thereby reducing neutrophil adhesion and clearance of infected cells (Boal et al., 2016). Through PI5P, IpgD also prevents the recruitment of immune cells and pro-inflammatory signals by limiting the release of extracellular ATP (eATP) from infected cells (Puhar et al., 2013) (Figure 1). Under basal conditions the eATP concentration is negligible, while being estimated in the order of 5-10 mM in the cytosol of host cells. Therefore, eATP is a well-characterized danger signal associated with cell injury, activation of pro-inflammatory cytokines and immune cell recruitment. Bacteria, such as Shigella, expressing a T3SS induce the release of eATP at the early stages of infection in the absence of detectable host cell lysis (Puhar et al., 2013). Shigella-induced eATP release results from an increase of cytosolic Ca2+ levels in infected cells leading to the opening of connexin hemichannels (Puhar et al., 2013). PI5P produced by IpgD prevents connexin hemichannel opening and the release of eATP associated with Shigella invasion, thereby dampening associated immune responses (Puhar et al., 2013).

FIGURE 1
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Figure 1 Versatile roles of IpgD during epithelial cell infection. Through PI4,5P2 (PIP2) hydrolysis, IpgD disconnect cortical actin from plasma membranes, favoring bacterial invasion and cell to cell spread. IpgD-mediated production of PI5P stimulates actin polymerization via Tiam-Rac activation, down-regulates the recruitment of immune cells by inducing ICAM-1 degradation, prevents the opening of connexin hemichannels, promotes persistent EGFR signaling by recruiting the TOM1 adaptor to endosome and preventing their maturation, and activates cell survival through the PI3K/Akt pathway. Possibly, these effects could also be linked to increased PI3,4P2 levels associated with the IpgD phosphotransferase activity. By decreasing InsP3 levels, IpgD allows long lasting local Ca2+ responses during invasion and prevents InsP3-dependent global Ca2+ responses at later infection stages. Inhibition of Ca2+ signaling and calpain activity favors adhesion of infected cells. Through mechanisms the remain to be characterized, IpgD stimulates the formation of macropinosomes during bacterial invasion. IpgD also allows the recruitment of Rab11-positive endosomes and the exocyst, triggering bacterial unsheathing from the actin cocoon surrounding the BCV and vacuolar escape.

Finally, Shigella negatively regulates the recruitment of neutrophils at infection sites through direct bacterial contact with the immune cells (Konradt et al., 2011). While initially described during intestinal epithelial infection, it was also reported that injection of T3SS effectors occurred in neutrophils by transiently interacting bacteria in the absence of bacterial invasion (Konradt et al., 2011). Neutrophil migration requires dynamic reorganization of the actin cytoskeleton, as well as the membrane association of ERM family proteins acting as actin cytoskeletal linkers the hyaluronan receptor CD44 adhesion molecule. Critically, ERM protein association with the plasma membranes requires PIP2 (Konradt et al., 2011). Through PIP2 hydrolysis, IpgD prevents the membrane association of ERM proteins and neutrophil migration.

IpgD as a key regulator of global and local Ca2+ signals

Because PI4,5P2 is the main substrate utilized by PLCs to generate InsP3, IpgD also depresses InsP3 levels by decreasing PI4,5P2 levels. InsP3 is the key second messenger leading to Ca2+ release (Sun et al., 2017) (Figure 1). During prolonged infection kinetics, IpgD virtually abolishes cytosolic Ca2+ increase linked to release from internal stores. The inhibition of InsP3-mediated signaling is expected to have versatile implications during infection. Notably, cytosolic Ca2+ increase is required for the activation of numerous Ca2+ proteases (Figure 1). As a result of its inhibitory effects on Ca2+ signaling, IpgD delays the Ca2+-dependent activation of calpains and disassembly of cell adhesion structures, thereby preserving the integrity of Shigella-infected cells (Sun et al., 2017).

Beyond inhibition, IpgD also has modulatory effects on Shigella-induced Ca2+ signals at the early stages of bacterial invasion. Shortly upon contact with host cells, Shigella induces atypical Ca2+ microdomains required for actin polymerization at invasion sites (Tran Van Nhieu et al., 2013). These Shigella-induced Ca2+ microdomains correspond to local Ca2+ increase, which duration reaching up to several seconds depend on the dense actin meshwork triggered by bacteria at entry sites and localized aspects of PLC activation and InsP3 production at sites of bacteria-host cell membranes contact (Tran Van Nhieu et al., 2013). By limiting InsP3 production, IpgD favors the formation of Ca2+ microdomains at invasion sites, while limiting the elicitation of global Ca2+ responses during the early stages of Shigella invasion (Sun et al., 2017).

Localized action of IpgD- stimulating actin polymerization during Shigella entry

During contact between Shigella and target epithelial cells, ruffles are formed locally in the near surrounding of the bacteria. While bacterial invasion was initially described to occur through macropinocytosis, advanced imaging showed that macropinosome formation and Shigella entry are two distinct processes (Weiner et al., 2016). Ruffling that is required for the generation of macropinosomes is driven by the Arp2/3-dependent polymerization of actin occurring downstream of activation of the small GTPase Rac (Mounier et al., 1999; Duménil et al., 2000). Two Shigella type III effectors have been implicated in Rac activation and actin polymerization at invasion sites. The type III effector IpgB1 is a RacGEF amplifying actin polymerization and ruffle formation at a distance from the bacterial contact-site. The translocon component IpaC triggers actin polymerization at the intimate bacterial contact site by triggering the recruitment of the Src tyrosine kinase, to form an actin coat structure reminiscent of phagocytic cups in macrophages (Valencia-Gallardo et al., 2015). The mechanistic links between Src and Rac activation remain to be characterized and could involve phospholipases C and Ca2+ signaling (Tran Van Nhieu et al., 2013).

The IpgD PIP2 phosphatase activity favors actin polymerization at bacterial invasion sites. Seminal studies attributed this observation to the hydrolysis of PIP2 leading to disassembly of cortical actin and stimulating de novo actin polymerization in close proximity to invading Shigella (Niebuhr et al., 2002). It became clear, however, that IpgD could regulate actin polymerization at invasion sites in various non-exclusive manners. Through PI5P production, IpgD may lead to the recruitment of the Rac GEF Tiam1 and Rac activation at membrane contacting bacteria (Viaud et al., 2014) (Figure 1). Binding of PI5P to Tiam-1 stimulates its intrinsic GEF activity and Rac activation in ruffles and endosomes (Viaud et al., 2014). Also, IpgD was shown to promote the recruitment of the Arf6 GEF ARNO, likely via an increase of PI(3,4,5)P3 levels insuring a feed-back loop of Arf6 activation required for efficient invasion (Garza-Mayers et al., 2015) (Figure 1). While this was not investigated for Shigella, ARNO and Arf6 may potentiate actin polymerization in concert with the Rac-dependent recruitment of the Abi/WAVE complex as described for the Salmonella SopB ortholog (Humphreys et al., 2012; 2013). Another interaction partner of IpgD could be the BAR domain protein TOCA-1 that also interacts with other Shigella effectors; nevertheless, the implication of this interaction requires more investigation (Miller et al., 2018).

IpgD-mediated regulation of actin after host cell entry

Upon completion of the bacterial invasion process, a thick, so-called “cocoon” forms de novo around the BCV (Kühn et al., 2020) (Figure 1) This actin cocoon represents a unique structure implicating various cytoskeletal proteins and actin nucleation by the Arp2/3 complex. It is possible to speculate that through its Nε-fatty acetylase activity the T3SS effector IcsB is required for persistent activity of the Arp2/3 complex at the actin cocoon, while the initial recruitment of this actin nucleating complex depends on the activation of the Cdc42 small GTPase, at the onset of bacterial invasion (Liu et al., 2018). The role of the actin cocoon needs to be further investigated, however evidence shows that it is required for the efficient removal of damaged vacuolar remnants following rupture, that would otherwise impair bacterial spreading. Also, the cocoon may prevent recognition of the BCV by the cell autonomous immune system. Intriguingly, IpgD appears also involved in actin cocoon regulation, however it remains to be investigated how IpgD-mediated actin polymerization/depolymerization functions are spatio-temporally regulated.

Following vacuolar escape, Shigella replicates freely in the cell cytosol and disseminate from cell-to-cell. Cell-to-cell spreading is permitted by the bacterial ability to use actin-based motility, pushing bacteria-containing protrusion into adjacent cells (Weddle and Agaisse, 2018) (Figure 1). Upon lysis of the protrusion’s double membrane, Shigella re-iterates replication and cell-to-cell spreading thereby disseminating over large area of the epithelial layer. Key to this process, engulfment of the bacteria-containing protrusions requires the disassembly of actin filaments at the protrusion’s membranes. IpgD was shown to contribute to the down-regulation of actin structures in these protrusions, thus favoring their resolution into double-membrane containing secondary BCVs preceding bacterial escape into the cytosol within neighboring cells and bacteria dissemination (Figure 1). This highlights the diverse roles of IpgD during successive steps of Shigella invasion (Köseoğlu et al., 2022).

IpgD requirement during the events of vacuolar rupture

The BCV that englobes Shigella during its uptake differs from the macropinocytic vesicles in its close proximity, reinforcing differences between Shigella invasion and canonical macropinocytosis (Mellouk et al., 2014; Weiner et al., 2016; Chang et al., 2021). While bacteria invasion triggers the formation of ruffles and exocytic vesicles, the nascent BCV is formed in tight apposition with the bacterial body. The duality of macropinosome and BCV formation has been discovered through large volume correlative light and electron microscopy (CLEM) studies (Weiner et al., 2016; Weiner and Enninga, 2019). The newly formed macropinosomes cluster around the BCV within minutes upon bacterial invasion, however fusion between both compartments could not be observed. Furthermore, breaching of the BCV membrane takes place precisely at the time when it contacts macropinosomes. Macropinosomes-BCV contact sites can be visualized by 3D ultrastructural techniques, such as focused ion beam scanning EM. Studies on the formation of both compartments indicate that IpgD plays a main role in efficient vacuolar disruption (Mellouk et al., 2014; Chang et al., 2020). ipgD mutants show similar internalization kinetics as WT Shigella, however, the usually observed massive damage of the BCV is delayed. The differences between simple BCV damage and the unwrapping of the damaged BCV leaflets can be measured combining two microscopic assays; fluorescently tagged galectins that get recruited to the inner leaflet of the BCV upon its damage show the morphology of BCV disassembly, while a sensitive enzymatic FRET reporter provides precise information on the initial damage of BCV damage. Two clear defects in relation to vacuolar rupture can be attributed to the ipgD mutant Shigella strain: i, the absence of macropinosomes at bacterial entry sites; ii, the incapacity of invading Shigella to strip off BCV remnants that are typically transported several micrometers away upon BCV rupture. Potentially, the bacteria entrapped in broken BCVs are readily targeted by the xenophagy machinery. During these steps, forming macropinosomes become coated with Rab11, Rab8 and the exocyst complex (Chang et al., 2020), as shown by proteomics analysis of macropinosomes isolated from epithelial cells infected with Shigella (Chang et al., 2020; Stévenin et al., 2021) (Figure 1). The resuting Rab/exocyst coating is required for targeting these compartments to the BCV before its rupture. Upon Rab11 knockdown, depletion of key constituents of the exocyst complex, such as Exo70, or by using interfering peptides that hamper exocyst complex formation, the BCV and macropinosomes form less contacts. Also, damaged BCV membranes remain in close apposition to the bacteria (Mellouk et al., 2014; Chang et al., 2020), impairing intra- and inter-cellular bacterial spread as observed for a Shigella ipgD mutant. Whether IpgD acts only on the surrounding macropinosomes, on the BCV, or simultaneously on both compartments will require further investigation.

IpgD orthologs: The role of SopB during Salmonella invasion

Salmonella SopB (or SigD) was already shown to be an ortholog of IpgD more than two decades ago and it was further characterized as PI phosphatase (Norris et al., 1998). Both proteins exhibit an unstructured N-terminus likely involved in chaperone-binding and secretion by the T3SS, as well as a P-loop containing a Cys-X5-Arg motif that is a signature of the active site of Mg2+-independent phosphatases (Norris et al., 1998; Niebuhr et al., 2002) (Figure 2A, red box). In addition, a discrete hydrophobic region involved in membrane interaction has been described for SopB and suggested for IpgD (Patel et al., 2009; Figure 2A, yellow box MIM1. Using in silico computational methods for predicting topology of transmembranes 3D structures (DAS-TMpred and DeepEMPred), we confirmed MIM1 and identified a longer MIM2 for IpgD (blue box) (Cserzö et al., 1997; Hsu and Mao, 2015; Weigele et al., 2017; Wang et al., 2022). We also predicted a similar MIM2 in SopB through its sequence and structural concordances (Figure 2A, blue box MIM2), that includes a motif conserved in host cell phosphatases formerly identified by Norris et al., 1998. (Figure 2A; brown empty box)). Using Pymol, we generated an in silico model of IpgD that shows the spatial proximity of both MIMs to the P-loop (Figure 2B, left). This organization is similar to that of host phosphoinositides phosphatases, where MIMs are observed in close proximity to the active site and are presumed to facilitate accessibility to the phosphoinositide following membrane insertion (Hsu and Mao, 2015). Further stressing similarities with host lipid phosphatases, the IpgD surface surrounding the catalytic P-loop region shows a high density of positive charges likely involved in interaction with the negatively charged membranes embedding the phosphoinositide substrate (Figure 2B). Alphafold structure simulations of IpgD and SopB demonstrate their high levels of homology with an identical organization of MIMs and conserved residues surrounding the P-loop region (Figure 2C, yellow, cyan and red). Together, this analysis also shows conserved structural features and domain organization between IpgD, SopB and phosphoinosited phosphatases (Hsu and Mao, 2015). Functionally however, while in vitro, IpgD preferentially targets for PI(4,5)P2, SopB shows preferential activity towards PI(3,4)P2. How the in vitro SopB phosphatase activity towards PI(3,4)P2 relates to the increased PI(3,4)P2 levels associated with the SopB phosphotransferase activity has remained unclear until recently, when SopB was identified as phosphotransferase similar to IpgD (Walpole et al., 2022) (Figure 2). During host cell challenge with Salmonella, SopB has been found to increase PI3P levels, which sets it apart from the production of PI5P in the case of IpgD (Hernandez et al., 2004). As for IpgD, SopB activates Akt but SopB-mediated Akt activation occurs through a process that requires PI(3,4)P2 and is Wortmannin insensitive (Steele-Mortimer et al., 2000; Cooper et al., 2011). Local targeting of SopB at the onset of these events has been shown to depend on myosin 6 tethering to the entry site via SopE (Brooks et al., 2017). Akt activation promotes intracellular bacterial growth, modulates the immune response, enhances M cell growth within the intestinal epithelium, and potentially plays a role in infection associated carcinoma (Knodler et al., 2005; Kum et al., 2011; Tahoun et al., 2012; Scanu et al., 2015). More recently, SopB has also been linked with the intracellular niche formation of Salmonella during epithelial infection (Stévenin et al., 2021). SopB reprograms phosphoinositides at plasma membranes of Salmonella invasion sites (Hernandez et al., 2004; Piscatelli et al., 2016). Furthermore, SopB plays a major role in extracting membranes from the BCV during the early invasion phase through the formation of SNX3-positive tubules (Bujny et al., 2008; Braun et al., 2010).

FIGURE 2
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Figure 2 Conserved phosphoinositide phosphatase features of Shigella IpgD and Salmonella SopB. (A) Sequence alignments of MIMs and P-loop motives in IpgD and SopB. Bold characters: conserved residues. Yellow box: MIM1, blue box: MIM2, red box: P-loop. The MIMs were identified experimentally and through computational learning, approaches (see text). (B) Left: Alphafold-based in silico 3D structure analysis of IpgD (Jumper et al., 2021) followed by PyMOL molecular visualization (Schrödinger and DeLano 2020) showing the P-loop and surrounding MIMs. Right: surface charge distribution. Blue: positive charges, red: negative charges. (C) High structural homologies between IpgD and SopB. Green: IpgD, purple: SopB, yellow: MIM1, cyan: MIM2, red: P-loop, black: conserved aminoacids. Left and Middle: Alphafold-based 3D structures of IpgD and SopB. Right: overlaid 3D structures showing their high homology. (D) Enzymatic reactions of IpgD and SopB. PI(4,5)P2 dephosphorylation either yields PI5P for both enzymes or PI3P in the case of SopB (left). The recently described phosphotransferase activity leads to PI(3,4)P2 production that could be further dephosphorylated in PI3P (right) (Walpole et al., 2022).

Contrasting with Shigella invasion, Salmonella-induced macropinosomes can fuse with the BCV, a process that is SopB -independent. SopB appears rather involved in regulating the stability of the BCV, however through the regulation of membrane influx and efflux to and from the BCV (Stévenin et al., 2019). Therefore, despite the similarities of the enzymatic function of the Shigella and Salmonella effectors IpgD and SopB, their mechanistic involvement in controlling the intracellular niche is distinct for both pathogens, perhaps due to differences in the composition of the macropinosomes forming around the respective BCVs.

Perspectives

The function of IpgD during Shigella has been studied for more than two decades and has revealed its crucial involvement during entry, intracellular niche formation, dissemination as well as host immune signaling. More generally, this reflects the importance of phosphoinositide reprogramming during the course of Shigella infection. Phosphoinositides are key components linking membrane remodeling, cytoskeletal rearrangements, and complex signaling pathways including Ca2+. Based on recent discoveries reviewed here, more work is required to obtain a comprehensive understanding about the role of IpgD for Shigella infection. It will be particularly interesting to integrate the IpgD phosphotransferase activity with regards to its largely described phosphatase activity. As PI(3,4)P2 and PI(5)P trigger different signals, it will be important to decipher what is the relevance for each of the different activities during cell infection by Shigella. A comprehensive analysis of the similarities and differences between the Shigella effector IpgD and SopB of Salmonella will also be useful to understand the differences of their respective intracellular lifestyles. In this regard, a detailed structure-function analysis targeting specific domains of these exciting effectors will be highly informative. Novel in silico approaches, such as Alphafold are powerful tools to achieve this (Figure 2). Also, as IpgD acts locally at the entry site as well as globally within targeted cells, including at sites of cell-to-cell spread, it will be important to better understand the spatiotemporal organization of the action of IpgD. In this context, it would be intriguing to investigate whether IpgD gets post-translationally modified upon translocation into host cells as has been suggested for SopB (Patel et al., 2009; Popa et al., 2016). Finally, model tissues through organ-on-a-chip devices or co-cultures (Grassart et al., 2019; Mitchell et al., 2020; Rey et al., 2020) may provide with important insights to confirm the role of IpgD in Shigella pathophysiology.

Author contributions

GTVN, JE, and PL-L contributed to conception and design of the study. GTVN, JE wrote the first draft of the manuscript. PL-L organized 3D structures and analysis. GTVN, JE, PL-L wrote sections of the manuscript. All authors contributed to manuscript revision, read, and approved the submitted version.

Funding

JE and GTVN are funded by the Agence National pour la Recherche Projects “PureMagRupture” (JE, GTVN) and “RabReprogram” (JE).

Acknowledgments

JE acknowledges support from the Institut Pasteur and the European Research Council (ERC-CoG “Endosubvert”). JE is member of the LabEx IBEID and Milieu Interieur. GTVN is supported by the Inserm (Institut National de la Santé et de la Recherche Mé dicale) and the CNRS (Centre National de la Recherche Scientifique)

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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References

Boal, F., Mansour, R., Gayral, M., Saland, E., Chicanne, G., Xuereb, J.-M., et al. (2015). TOM1 is a PI5P effector involved in the regulation of endosomal maturation. J. Cell Sci. 128, 815–827. doi: 10.1242/jcs.166314

PubMed Abstract | CrossRef Full Text | Google Scholar

Boal, F., Puhar, A., Xuereb, J.-M., Kunduzova, O., Sansonetti, P. J., Payrastre, B., et al. (2016). PI5P triggers ICAM-1 degradation in shigella infected cells, thus dampening immune cell recruitment. Cell Rep. 14, 750–759. doi: 10.1016/j.celrep.2015.12.079

PubMed Abstract | CrossRef Full Text | Google Scholar

Braun, V., Wong, A., Landekic, M., Hong, W. J., Grinstein, S., Brumell, J. H. (2010). Sorting nexin 3 (SNX3) is a component of a tubular endosomal network induced by salmonella and involved in maturation of the salmonella-containing vacuole. Cell Microbiol. 12, 1352–1367. doi: 10.1111/j.1462-5822.2010.01476.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Brooks, A. B. E., Humphreys, D., Singh, V., Davidson, A. C., Arden, S. D., Buss, F., et al. (2017). MYO6 is targeted by salmonella virulence effectors to trigger PI3-kinase signaling and pathogen invasion into host cells. Proc. Natl. Acad. Sci. U.S.A. 114, 3915–3920. doi: 10.1073/pnas.1616418114

PubMed Abstract | CrossRef Full Text | Google Scholar

Bujny, M. V., Ewels, P. A., Humphrey, S., Attar, N., Jepson, M. A., Cullen, P. J. (2008). Sorting nexin-1 defines an early phase of salmonella-containing vacuole-remodeling during salmonella infection. J. Cell Sci. 121, 2027–2036. doi: 10.1242/jcs.018432

PubMed Abstract | CrossRef Full Text | Google Scholar

Burnaevskiy, N., Fox, T. G., Plymire, D. A., Ertelt, J. M., Weigele, B. A., Selyunin, A. S., et al. (2013). Proteolytic elimination of n-myristoyl modifications by the shigella virulence factor IpaJ. Nature 496, 106–109. doi: 10.1038/nature12004

PubMed Abstract | CrossRef Full Text | Google Scholar

Chang, Y.-Y., Enninga, J., Stévenin, V. (2021). New methods to decrypt emerging macropinosome functions during the host-pathogen crosstalk. Cell Microbiol. 23, e13342. doi: 10.1111/cmi.13342

PubMed Abstract | CrossRef Full Text | Google Scholar

Chang, Y.-Y., Stévenin, V., Duchateau, M., Giai Gianetto, Q., Hourdel, V., Rodrigues, C. D., et al. (2020). Shigella hijacks the exocyst to cluster macropinosomes for efficient vacuolar escape. PloS Pathog. 16, e1008822. doi: 10.1371/journal.ppat.1008822

PubMed Abstract | CrossRef Full Text | Google Scholar

Cooper, K. G., Winfree, S., Malik-Kale, P., Jolly, C., Ireland, R., Knodler, L. A., et al. (2011). Activation of akt by the bacterial inositol phosphatase, SopB, is wortmannin insensitive. PloS One 6, e22260. doi: 10.1371/journal.pone.0022260

PubMed Abstract | CrossRef Full Text | Google Scholar

Cserzö, M., Wallin, E., Simon, I., von Heijne, G., Elofsson, A. (1997). Prediction of transmembrane alpha-helices in prokaryotic membrane proteins: The dense alignment surface method. Protein Eng. 10, 673–676. doi: 10.1093/protein/10.6.673

PubMed Abstract | CrossRef Full Text | Google Scholar

Duménil, G., Sansonetti, P., Tran Van Nhieu, G. (2000). Src tyrosine kinase activity down-regulates rho-dependent responses during shigella entry into epithelial cells and stress fibre formation. J. Cell Sci. 113 (Pt 1), 71–80. doi: 10.1242/jcs.113.1.71

PubMed Abstract | CrossRef Full Text | Google Scholar

Enninga, J., Mounier, J., Sansonetti, P., Tran Van Nhieu, G. (2005). Secretion of type III effectors into host cells in real time. Nat. Methods 2, 959–965. doi: 10.1038/nmeth804

PubMed Abstract | CrossRef Full Text | Google Scholar

Garza-Mayers, A. C., Miller, K. A., Russo, B. C., Nagda, D. V., Goldberg, M. B. (2015). Shigella flexneri regulation of ARF6 activation during bacterial entry via an IpgD-mediated positive feedback loop. mBio 6, e02584-14. doi: 10.1128/mBio.02584-14

PubMed Abstract | CrossRef Full Text | Google Scholar

Grassart, A., Malardé, V., Gobaa, S., Sartori-Rupp, A., Kerns, J., Karalis, K., et al. (2019). Bioengineered human organ-on-Chip reveals intestinal microenvironment and mechanical forces impacting shigella infection. Cell Host Microbe 26, 435–444.e4. doi: 10.1016/j.chom.2019.08.007

PubMed Abstract | CrossRef Full Text | Google Scholar

Hachani, A., Biskri, L., Rossi, G., Marty, A., Ménard, R., Sansonetti, P., et al. (2008). IpgB1 and IpgB2, two homologous effectors secreted via the mxi-spa type III secretion apparatus, cooperate to mediate polarized cell invasion and inflammatory potential of shigella flexenri. Microbes Infect. 10, 260–268. doi: 10.1016/j.micinf.2007.11.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Handa, Y., Suzuki, M., Ohya, K., Iwai, H., Ishijima, N., Koleske, A. J., et al. (2007). Shigella IpgB1 promotes bacterial entry through the ELMO-Dock180 machinery. Nat. Cell Biol. 9, 121–128. doi: 10.1038/ncb1526

PubMed Abstract | CrossRef Full Text | Google Scholar

Heindl, J. E., Saran, I., Yi, C., Lesser, C. F., Goldberg, M. B. (2010). Requirement for formin-induced actin polymerization during spread of shigella flexneri. Infect. Immun. 78, 193–203. doi: 10.1128/IAI.00252-09

PubMed Abstract | CrossRef Full Text | Google Scholar

Hernandez, L. D., Hueffer, K., Wenk, M. R., Galán, J. E. (2004). Salmonella modulates vesicular traffic by altering phosphoinositide metabolism. Science 304, 1805–1807. doi: 10.1126/science.1098188

PubMed Abstract | CrossRef Full Text | Google Scholar

Hsu, F., Mao, Y. (2015). The structure of phosphoinositide phosphatases: Insights into substrate specificity and catalysis. Biochim. Biophys. Acta 1851, 698–710. doi: 10.1016/j.bbalip.2014.09.015

PubMed Abstract | CrossRef Full Text | Google Scholar

Humphreys, D., Davidson, A., Hume, P. J., Koronakis, V. (2012). Salmonella virulence effector SopE and host GEF ARNO cooperate to recruit and activate WAVE to trigger bacterial invasion. Cell Host Microbe 11, 129–139. doi: 10.1016/j.chom.2012.01.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Humphreys, D., Davidson, A. C., Hume, P. J., Makin, L. E., Koronakis, V. (2013). Arf6 coordinates actin assembly through the WAVE complex, a mechanism usurped by salmonella to invade host cells. Proc. Natl. Acad. Sci. U.S.A. 110, 16880–16885. doi: 10.1073/pnas.1311680110

PubMed Abstract | CrossRef Full Text | Google Scholar

Jennings, E., Thurston, T. L. M., Holden, D. W. (2017). Salmonella SPI-2 type III secretion system effectors: Molecular mechanisms and physiological consequences. Cell Host Microbe 22, 217–231. doi: 10.1016/j.chom.2017.07.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., et al. (2021). Highly accurate protein structure prediction with AlphaFold. Nature 596, 583–589. doi: 10.1038/s41586-021-03819-2

PubMed Abstract | CrossRef Full Text | Google Scholar

Knodler, L. A., Finlay, B. B., Steele-Mortimer, O. (2005). The salmonella effector protein SopB protects epithelial cells from apoptosis by sustained activation of akt. J. Biol. Chem. 280, 9058–9064. doi: 10.1074/jbc.M412588200

PubMed Abstract | CrossRef Full Text | Google Scholar

Konradt, C., Frigimelica, E., Nothelfer, K., Puhar, A., Salgado-Pabon, W., di Bartolo, V., et al. (2011). The shigella flexneri type three secretion system effector IpgD inhibits T cell migration by manipulating host phosphoinositide metabolism. Cell Host Microbe 9, 263–272. doi: 10.1016/j.chom.2011.03.010

PubMed Abstract | CrossRef Full Text | Google Scholar

Köseoğlu, V. K., Jones, M. K., Agaisse, H. (2022). The type 3 secretion effector IpgD promotes s. flexneri dissemination. PloS Pathog. 18, e1010324. doi: 10.1371/journal.ppat.1010324

PubMed Abstract | CrossRef Full Text | Google Scholar

Kühn, S., Bergqvist, J., Gil, M., Valenzuela, C., Barrio, L., Lebreton, S., et al. (2020). Actin assembly around the shigella-containing vacuole promotes successful infection. Cell Rep. 31, 107638. doi: 10.1016/j.celrep.2020.107638

PubMed Abstract | CrossRef Full Text | Google Scholar

Kum, W. W. S., Lo, B. C., Yu, H. B., Finlay, B. B. (2011). Protective role of Akt2 in salmonella enterica serovar typhimurium-induced gastroenterocolitis. Infect. Immun. 79, 2554–2566. doi: 10.1128/IAI.01235-10

PubMed Abstract | CrossRef Full Text | Google Scholar

Liu, W., Zhou, Y., Peng, T., Zhou, P., Ding, X., Li, Z., et al. (2018). Nϵ-fatty acylation of multiple membrane-associated proteins by shigella IcsB effector to modulate host function. Nat. Microbiol. 3, 996–1009. doi: 10.1038/s41564-018-0215-6

PubMed Abstract | CrossRef Full Text | Google Scholar

López-Montero, N., Enninga, J. (2018). Diverted recycling-shigella subversion of rabs. Small GTPases 9, 365–374. doi: 10.1080/21541248.2016.1240494

PubMed Abstract | CrossRef Full Text | Google Scholar

Mellouk, N., Weiner, A., Aulner, N., Schmitt, C., Elbaum, M., Shorte, S. L., et al. (2014). Shigella subverts the host recycling compartment to rupture its vacuole. Cell Host Microbe 16, 517–530. doi: 10.1016/j.chom.2014.09.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Miller, K. A., Garza-Mayers, A. C., Leung, Y., Goldberg, M. B. (2018). Identification of interactions among host and bacterial proteins and evaluation of their role early during shigella flexneri infection. Microbiol. (Reading) 164, 540–550. doi: 10.1099/mic.0.000637

CrossRef Full Text | Google Scholar

Mitchell, P. S., Roncaioli, J. L., Turcotte, E. A., Goers, L., Chavez, R. A., Lee, A. Y., et al. (2020). NAIP-NLRC4-deficient mice are susceptible to shigellosis. Elife 9, e59022. doi: 10.7554/eLife.59022

PubMed Abstract | CrossRef Full Text | Google Scholar

Morioka, S., Nigorikawa, K., Okada, E., Tanaka, Y., Kasuu, Y., Yamada, M., et al. (2018). TMEM55a localizes to macrophage phagosomes to downregulate phagocytosis. J. Cell Sci. 131, jcs213272. doi: 10.1242/jcs.213272

PubMed Abstract | CrossRef Full Text | Google Scholar

Mounier, J., Laurent, V., Hall, A., Fort, P., Carlier, M. F., Sansonetti, P. J., et al. (1999). Rho family GTPases control entry of shigella flexneri into epithelial cells but not intracellular motility. J. Cell Sci. 112 (Pt 13), 2069–2080. doi: 10.1242/jcs.112.13.2069

PubMed Abstract | CrossRef Full Text | Google Scholar

Muthuramalingam, M., Whittier, S. K., Picking, W. L., Picking, W. D. (2021). The shigella type III secretion system: An overview from top to bottom. Microorganisms 9, 451. doi: 10.3390/microorganisms9020451

PubMed Abstract | CrossRef Full Text | Google Scholar

Niebuhr, K., Giuriato, S., Pedron, T., Philpott, D. J., Gaits, F., Sable, J., et al. (2002). Conversion of PtdIns(4,5)P(2) into PtdIns(5)P by the s.flexneri effector IpgD reorganizes host cell morphology. EMBO J. 21, 5069–5078. doi: 10.1093/emboj/cdf522

PubMed Abstract | CrossRef Full Text | Google Scholar

Norris, F. A., Wilson, M. P., Wallis, T. S., Galyov, E. E., Majerus, P. W. (1998). SopB, a protein required for virulence of salmonella dublin, is an inositol phosphate phosphatase. Proc. Natl. Acad. Sci. U.S.A. 95, 14057–14059. doi: 10.1073/pnas.95.24.14057

PubMed Abstract | CrossRef Full Text | Google Scholar

Patel, J. C., Hueffer, K., Lam, T. T., Galán, J. E. (2009). Diversification of a salmonella virulence protein function by ubiquitin-dependent differential localization. Cell 137, 283–294. doi: 10.1016/j.cell.2009.01.056

PubMed Abstract | CrossRef Full Text | Google Scholar

Payrastre, B., Gaits-Iacovoni, F., Sansonetti, P., Tronchère, H. (2012). Phosphoinositides and cellular pathogens. Subcell Biochem. 59, 363–388. doi: 10.1007/978-94-007-3015-1_12

PubMed Abstract | CrossRef Full Text | Google Scholar

Pendaries, C., Tronchère, H., Arbibe, L., Mounier, J., Gozani, O., Cantley, L., et al. (2006). PtdIns5P activates the host cell PI3-kinase/Akt pathway during shigella flexneri infection. EMBO J. 25, 1024–1034. doi: 10.1038/sj.emboj.7601001

PubMed Abstract | CrossRef Full Text | Google Scholar

Piscatelli, H. L., Li, M., Zhou, D. (2016). Dual 4- and 5-phosphatase activities regulate SopB-dependent phosphoinositide dynamics to promote bacterial entry. Cell Microbiol. 18, 705–719. doi: 10.1111/cmi.12542

PubMed Abstract | CrossRef Full Text | Google Scholar

Pizarro-Cerdá, J., Kühbacher, A., Cossart, P. (2015). Phosphoinositides and host-pathogen interactions. Biochim. Biophys. Acta 1851, 911–918. doi: 10.1016/j.bbalip.2014.09.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Popa, C. M., Tabuchi, M., Valls, M. (2016). Modification of bacterial effector proteins inside eukaryotic host cells. Front. Cell Infect. Microbiol. 6. doi: 10.3389/fcimb.2016.00073

CrossRef Full Text | Google Scholar

Puhar, A., Tronchère, H., Payrastre, B., Nhieu, G. T. V., Sansonetti, P. J. (2013). A shigella effector dampens inflammation by regulating epithelial release of danger signal ATP through production of the lipid mediator PtdIns5P. Immunity 39, 1121–1131. doi: 10.1016/j.immuni.2013.11.013

PubMed Abstract | CrossRef Full Text | Google Scholar

Ramel, D., Lagarrigue, F., Pons, V., Mounier, J., Dupuis-Coronas, S., Chicanne, G., et al. (2011). Shigella flexneri infection generates the lipid PI5P to alter endocytosis and prevent termination of EGFR signaling. Sci. Signal 4, ra61. doi: 10.1126/scisignal.2001619

PubMed Abstract | CrossRef Full Text | Google Scholar

Rey, C., Chang, Y.-Y., Latour-Lambert, P., Varet, H., Proux, C., Legendre, R., et al. (2020). Transcytosis subversion by m cell-to-enterocyte spread promotes shigella flexneri and listeria monocytogenes intracellular bacterial dissemination. PloS Pathog. 16, e1008446. doi: 10.1371/journal.ppat.1008446

PubMed Abstract | CrossRef Full Text | Google Scholar

Scanu, T., Spaapen, R. M., Bakker, J. M., Pratap, C. B., Wu, L., Hofland, I., et al. (2015). Salmonella manipulation of host signaling pathways provokes cellular transformation associated with gallbladder carcinoma. Cell Host Microbe 17, 763–774. doi: 10.1016/j.chom.2015.05.002

PubMed Abstract | CrossRef Full Text | Google Scholar

Schrödinger, L., DeLano, W. (2020) PyMOL, Available at: http://www.pymol.org/pymol.

Google Scholar

Steele-Mortimer, O., Knodler, L. A., Marcus, S. L., Scheid, M. P., Goh, B., Pfeifer, C. G., et al. (2000). Activation of akt/protein kinase b in epithelial cells by the salmonella typhimurium effector sigD. J. Biol. Chem. 275, 37718–37724. doi: 10.1074/jbc.M008187200

PubMed Abstract | CrossRef Full Text | Google Scholar

Stévenin, V., Chang, Y.-Y., Le Toquin, Y., Duchateau, M., Gianetto, Q. G., Luk, C. H., et al. (2019). Dynamic growth and shrinkage of the salmonella-containing vacuole determines the intracellular pathogen niche. Cell Rep. 29, 3958–3973.e7. doi: 10.1016/j.celrep.2019.11.049

PubMed Abstract | CrossRef Full Text | Google Scholar

Stévenin, V., Giai Gianetto, Q., Duchateau, M., Matondo, M., Enninga, J., Chang, Y.-Y. (2021). Purification of infection-associated macropinosomes by magnetic isolation for proteomic characterization. Nat. Protoc. 16, 5220–5249. doi: 10.1038/s41596-021-00610-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Sun, C. H., Wacquier, B., Aguilar, D. I., Carayol, N., Denis, K., Boucherie, S., et al. (2017). The shigella type III effector IpgD recodes Ca2+ signals during invasion of epithelial cells. EMBO J. 36, 2567–2580. doi: 10.15252/embj.201696272

PubMed Abstract | CrossRef Full Text | Google Scholar

Tahoun, A., Mahajan, S., Paxton, E., Malterer, G., Donaldson, D. S., Wang, D., et al. (2012). Salmonella transforms follicle-associated epithelial cells into m cells to promote intestinal invasion. Cell Host Microbe 12, 645–656. doi: 10.1016/j.chom.2012.10.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Tran Van Nhieu, G., Kai Liu, B., Zhang, J., Pierre, F., Prigent, S., Sansonetti, P., et al. (2013). Actin-based confinement of calcium responses during shigella invasion. Nat. Commun. 4 (1567), 1–10. doi: 10.1038/ncomms2561

CrossRef Full Text | Google Scholar

Valencia-Gallardo, C. M., Carayol, N., Tran Van Nhieu, G. (2015). Cytoskeletal mechanics during shigella invasion and dissemination in epithelial cells. Cell Microbiol. 17, 174–182. doi: 10.1111/cmi.12400

PubMed Abstract | CrossRef Full Text | Google Scholar

Viaud, J., Lagarrigue, F., Ramel, D., Allart, S., Chicanne, G., Ceccato, L., et al. (2014). Phosphatidylinositol 5-phosphate regulates invasion through binding and activation of Tiam1. Nat. Commun. 5 (4080), 1–17. doi: 10.1038/ncomms5080

CrossRef Full Text | Google Scholar

Walpole, G. F. W., Pacheco, J., Chauhan, N., Clark, J., Anderson, K. E., Abbas, Y. M., et al. (2022). Kinase-independent synthesis of 3-phosphorylated phosphoinositides by a phosphotransferase. Nat. Cell Biol. 24, 708–722. doi: 10.1038/s41556-022-00895-y

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, L., Zhong, H., Xue, Z., Wang, Y. (2022). Improving the topology prediction of α-helical transmembrane proteins with deep transfer learning. Comput. Struct. Biotechnol. J. 20, 1993–2000. doi: 10.1016/j.csbj.2022.04.024

PubMed Abstract | CrossRef Full Text | Google Scholar

Weddle, E., Agaisse, H. (2018). Principles of intracellular bacterial pathogen spread from cell to cell. PloS Pathog. 14, e1007380. doi: 10.1371/journal.ppat.1007380

PubMed Abstract | CrossRef Full Text | Google Scholar

Weigele, B. A., Orchard, R. C., Jimenez, A., Cox, G. W., Alto, N. M. (2017). A systematic exploration of the interactions between bacterial effector proteins and host cell membranes. Nat. Commun. 8, 532. doi: 10.1038/s41467-017-00700-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Weiner, A., Enninga, J. (2019). The pathogen-host interface in three dimensions: Correlative FIB/SEM applications. Trends Microbiol. 27, 426–439. doi: 10.1016/j.tim.2018.11.011

PubMed Abstract | CrossRef Full Text | Google Scholar

Weiner, A., Mellouk, N., Lopez-Montero, N., Chang, Y.-Y., Souque, C., Schmitt, C., et al. (2016). Macropinosomes are key players in early shigella invasion and vacuolar escape in epithelial cells. PloS Pathog. 12, e1005602. doi: 10.1371/journal.ppat.1005602

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: Shigella, IpgD, phosphatidyl-inositol polyphosphate, phosphatase, invasion, dissemination, inflammation, phosphotransferase

Citation: Tran Van Nhieu G, Latour-Lambert P and Enninga J (2022) Modification of phosphoinositides by the Shigella effector IpgD during host cell infection. Front. Cell. Infect. Microbiol. 12:1012533. doi: 10.3389/fcimb.2022.1012533

Received: 05 August 2022; Accepted: 27 September 2022;
Published: 27 October 2022.

Edited by:

Gerardo Daniel Fidelio, National University of Cordoba (CIQUIBIC), Argentina

Reviewed by:

Juan Jose Martinez, Louisiana State University, United States

Copyright © 2022 Tran Van Nhieu, Latour-Lambert and Enninga. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Guy Tran Van Nhieu, guy.tranvannhieul@i2bc.paris-saclay.fr; Jost Enninga, jost.enninga@pasteur.fr

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