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Exploring glycocalyx components powering the contact between Entamoeba histolytica and bacteria during non-opsonic phagocytosis

Abstract

Phagocytosis is a cornerstone of the immune defence, allowing cells to eliminate pathogens through both opsonic and non-opsonic pathways. In protozoa such as Entamoeba histolytica, non-opsonic phagocytosis is not only central to survival but also to its ability to cause disease, with its life cycle closely intertwined with the intestinal microbiota, which supplies bacteria and their metabolic byproducts to support trophozoite growth. Yet, despite its significance, the molecular basis of how E. histolytica recognises and engulfs bacteria remains largely unresolved. This review examines the cell-surface molecules that may mediate bacteria–amoeba interactions and highlights new strategies to uncover their roles, offering fresh insight into the dynamics of non-opsonic phagocytosis.

1. Bacteria non-opsonic phagocytosis by amoebae

Phagocytosis is a fundamental cellular process by which cells eliminate pathogens, clear infections, and activate host defence mechanisms. This process is conserved across a wide range of organisms, from unicellular protozoa to complex multicellular animals, including humans. Cells specialised in phagocytosis known as phagocytes—such as macrophages, dendritic cells, and neutrophils—are adept at recognising, internalising, and degrading bacteria, cellular debris, and other foreign substances [1].

Phagocyte recognition of microorganisms occurs through two main mechanisms: opsonic phagocytosis, in which host-derived opsonins—such as antibodies and complement proteins—bind to the surface of pathogens, tagging them for recognition by specific receptors on the phagocyte (e.g., Fc receptors and complement receptors). Conversely, non-opsonic phagocytosis involves direct interactions between surface molecules on the phagocyte and molecular motifs on the microorganism, such as key non-opsonic receptors that recognises Pathogen-Associated Molecular Patterns (PAMPs) (e.g., scavenger receptors, C-types lectins) [2].

Although both forms of phagocytosis are necessary for immune functions, non-opsonic phagocytosis is particularly significant in vital activities of invertebrates and unicellular eukaryotes [3], highlighting its evolutionary importance. For example, in protozoa, bacterial phagocytosis is inherently non-opsonic and is essential for their survival, as it allows them to feed on microorganisms in a wide range of environments, including aquatic systems, soil, sediments, and the gastrointestinal tract [4]. Among protozoa, amoebae are particularly noteworthy due to their predation on microbial communities as a primary source of nutrients [5]. While numerous studies have explored bacteria–amoebae associations, the complexity of these interactions remains underexplored. Much of the current focus has been on free-living amoebae, where phagocytosed bacteria can evolve strategies to evade degradation, persist, and even replicate within the intracellular amoebic environment. This is exemplified by Acanthamoeba spp., which serve as environmental reservoirs for a variety of pathogenic bacteria [6].

2. Entamoeba histolytica feeding on the microbiota

Species of the Entamoeba genus are highly proficient phagocytes; seven of these species are known to infect humans and rely on the intestinal microbiota as a primary nutrient source. Entamoeba histolytica is of particular interest, as it is the causative agent of amoebiasis, a globally prevalent infectious disease [7]. In the human colon, E. histolytica exhibits a relatively simple life cycle that alternates between two cellular distinct forms: the trophozoite and the cyst. Both stages are strongly influenced by the intestinal microbial environment, which not only supplies bacteria and their metabolic byproducts to support trophozoite growth but also acts as a key driver of encystation—an essential process for parasite survival under adverse conditions. The interaction between bacteria and Entamoeba is therefore central to the parasite’s survival and proliferation within the gut lumen.

Extensive bacteria phagocytosis contributes to dysbiosis [8], thereby fostering an environment conducive to parasite proliferation [9]. Bacteria phagocytosis by E. histolytica is primarily determined by nutrient acquisition, competition within the intestinal ecosystem, and parasite virulence, rather than by bacterial pathogenicity. Indeed, the pathogenic parasite E. histolytica phagocytises bacteria more efficiently than non-pathogenic Entamoeba species but does not selectively target pathogenic bacteria [7]. The hypothesis that E. histolytica preferentially phagocytises certain bacteria present in the gut microbiota has been investigated [8]. Metagenomic analysis of the bacterial population isolated from stools of healthy individuals has shown that upon contact with E. histolytica certain beneficial bacteria are preferentially ingested, including Lactobacillales, Erysipelotrichales, Clostridales, and Bifidobacteriales [8]. The exact mechanisms and specificity for phagocytosis of different bacteria are still being researched. Despite its biological significance, the molecular and cellular mechanisms underlying this microbial interspecies interaction remain poorly understood. In particular, the processes that mediate bacteria recognition by E.histolytica and the subsequent activation of non-opsonic phagocytosis have not been fully elucidated.

A fundamental question persists: How do Entamoeba histolytica and bacterial surfaces recognise each other, and what molecular events trigger phagocytosis?

This review synthesises current knowledge of Entamoeba histolytica interactions with bacteria, with a particular focus on the molecular components underlying non-opsonic phagocytosis. We propose a mechanistic model in which specific surface-associated molecules of E. histolytica act as bacterial recognition receptors, mediating the selective binding of bacterial surface ligands. This receptor-driven framework suggests that bacterial recognition and internalisation are tightly coupled processes governed by defined host–microbe molecular interactions. Based on this model, we propose experimental approaches to identify the receptors, ligands, and downstream signalling pathways that orchestrate E. histolytica–bacteria interactions.

3. Bacteria surface components recognised by phagocytes

A central determinant of bacteria and diverse cell types of interactions is the glycocalyx. It is the outermost layer of cells composed of a cross-linked, gelatinous network of glycans covalently attached to proteins or lipids [10] which extraordinary complexity stems from the structural diversity of carbohydrates [11], positioning glycans as central determinants of host-pathogen interactions [12]. Several well-known bacterial surface components are involved in interactions with eukaryotic cells; these can be grouped into (1) protein-anchored glycans, (2) glycopolymers, (3) lipid-anchored glycans, and (4) lectins.

3.1. Protein-anchored glycans as peptidoglycan (PGN)

It is a rigid polymer made of alternating N-acetylglucosamine (GlcNAc) and N-Acetylmuramic acid (MurNAc) residues cross-linked by peptides [13]. PGN provides structural support, serves as a scaffold for adhesins, and stimulates host immune responses through recognition by pattern recognition receptors [13].

3.2. Capsular polysaccharides (CPS)

These are composed of glycopolymers that form a capsule on the surface of many bacterial species [14]. In Gram-positive bacteria, CPS is covalently attached to the thick PGN layer. In Gram-negative bacteria, CPS is associated with outer-membrane components and capsule-retention proteins [15]. CPS generally reduces bacterial adhesion but can also function as an adhesin. Some capsules contain sialic acid, which mimics host glycans and facilitate binding to cell receptors [16].

3.3. Lipid-anchored glycans

The bacterial glycolipids candidates for be involved in non-opsonic phagocytosis include lipopolysaccharides (LPS), wall teichoic acids (WTA), and lipoteichoic acids (LTA). LPS, characteristic of Gram-negative bacteria [17], consists of Lipid A, which anchors LPS to the outer membrane; a conserved core oligosaccharide, and the highly variable O-antigen, responsible for serotype diversity [18]. WTA and LTA - from Gram-positive bacteria- are negatively charged glycopolymers composed of repeating glycerol- or ribitol-phosphate units. WTA is attached to PGN, whereas LTA is membrane-anchored through glycolipids [19].

3.4. Bacterial surface lectins

These glycoproteins facilitate bacterial adhesion by recognising specific host cells glycans [20]. In both Gram-negative and Gram-positive bacteria, lectin activity is often mediated by adhesins located on pili and fimbriae, which bind host glycoproteins and glycolipids [21]. Examples include: FimH, located at the tip of type 1 pili, which specifically binds mannose residues [22]. PapG, found on P pili, which recognises host glycans [23].

3.5. Eukaryotic cell surface components involved in bacterial recognition

In professional phagocytes, numerous cell surface molecules have been identified that function as pattern recognition and adhesion receptors, mediating bacterial binding and non-opsonic phagocytosis. These receptors recognise a wide range of bacterial surface determinants, including glycans, glycolipids, lipoproteins, and adhesins, thereby coupling microbial recognition to the signalling events required for particle internalisation.

The diversity of these recognition systems highlights the existence of multiple, partially overlapping mechanisms for bacterial uptake. Below, we provide a brief overview of receptor classes that may be relevant to bacterial recognition and phagocytosis by E. histolytica. Sialic acid-binding immunoglobulin-like lectins (Siglecs) recognise bacterial sialylated glycans [24], whereas Toll-like receptors (TLRs), particularly TLR4, detect conserved bacterial molecules such as LPS [25]. Scavenger receptors, including SR-A1, MARCO, and CD36, bind a broad spectrum of bacterial lipids and cell surface components and contribute directly to bacterial internalisation [26]. Similarly, the G protein-coupled receptor BAI1 functions as a pattern recognition receptor that directly binds LPS and promotes the phagocytosis of Gram-negative bacteria [27]. Additional carbohydrate-recognition systems participate in bacterial uptake: surface-exposed calreticulin recognises microbial glycans and enhances phagocytosis [28], while galectins bind bacterial carbohydrate motifs present in LPS and other glycoconjugates [29,30]. Furthermore, carcinoembryonic antigen-related cell adhesion molecules (e.g., CEACAM3) mediate non-opsonic phagocytosis through the direct recognition of bacterial adhesins [31]. Collectively, these findings demonstrate that eukaryotic cells employ a diverse repertoire of surface receptors to interact with bacterial ligands and initiate phagocytic uptake. This conceptual framework provides a useful basis for investigating whether analogous receptor systems and recognition mechanisms operate in E. histolytica.

4. Glycosylation pathways in E. histolytica

A functional glycocalyx is essential for E. histolytica during bacterial phagocytosis, interaction with mucus, and the self-aggregation process leading to encystation [7]. Over the last decade, great progress has been made toward the characterisation of individual glycocalyx components namely N-glycans and O-glycans on glycoproteins, glycolipids, and glycosaminoglycans (GAGs) [12].

Glycans—including those incorporated into surface molecules—are synthesised in the endoplasmic reticulum (ER) and the Golgi apparatus. They are covalently attached to proteins (forming glycoproteins and proteoglycans) or lipids (forming glycolipids) through the coordinated actions of glycosidases and glycosyltransferases [11,12].

Glycans link to proteins primarily via two mechanisms:

4.1. N-glycosylation

N-glycosylation involving the attachment of a lipid-linked oligosaccharide (LLO) core, composed of N-acetylglucosamine (GlcNAc) and mannose (Man), to the amide nitrogen of asparagine residues in a protein (within the Asn-X-Ser/Thr sequon, where X ≠ Pro). In eukaryotic cells, the process begins on the cytosolic face of the ER, where the lipid carrier (dolichol phosphate) is anchored. Glycosyltransferases sequentially add sugar residues to dolichol phosphate, forming the initial core (Man5GlcNAc2) that is flipped to the luminal side of the ER by a flippase, where additional Man and Glc residues are added, forming the full precursor Glc3Man9GlcNAc2 which is transferred by the oligosaccharyl transferase to the nascent protein.

E. histolytica is missing many of the glycosyltransferases that make lipid-linked precursors to N-glycans leading to accumulation of GlcNAc2Man5 core which is transferred to proteins [32]. The simplified N-glycosylation pathway of E. histolytica is particularly remarkable since the extensive accumulation of unprocessed Man5GlcNAc2 on mature surface glycoproteins distinguishes E. histolytica from most eukaryotes, which typically further process oligomannose N-glycans in the Golgi apparatus. This feature is not unique to E. histolytica and occurs in another anaerobic protist with reduced N-glycosylation pathways, such as Trichomonas vaginalis [33].

4.2. O-glycosylation

O-glycosylation attaches glycans, typically N-acetylgalactosamine (GalNAc), to the hydroxyl oxygen of serine or threonine residues, primarily in the Golgi apparatus. Additional sugars (e.g., sialic acid (NeuAc), Gal) are then added by glycosyltransferases forming core structures (e.g., Core 1–8 in mucin-type O-glycans). O-glycosylation exists in E. histolytica, although it differs substantially from the classical mucin-type O-glycosylation found in animals and the enzymes responsible for O-glycosylation in E. histolytica remain largely unknown but glycoconjugates with O-linked glucose-containing glycans and O-phosphodiester-linked glycans has been identified [34,35].

Thus, although unusual, the abundance of GlcNAc2Man5 (an N-glycan containing mannose residues) and the presence of non-canonical O-glycosylated components on the surface of E. histolytica offer interesting avenues for elucidating the mechanisms by which this parasite recognises bacteria.

5. Glycoconjugates at the E. histolytica surface

The N- and O-glycosylation pathways in E. histolytica remain poorly characterised compared to those of model organisms, even though heavily glycosylated factors are present on the parasite's surface. Among these, lipopeptidophosphoglycan and the Gal/GalNAc lectin are the most abundant (Fig 1), alongside glycolipids and membrane proteins. We propose below several plausible mechanisms by which these molecules, when present in the glycocalyx, could recognise bacteria.

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Fig 1. Lipopeptidophosphoglycan and the Gal-GalNAc lectin of Entamoeba histolytica.

Growing trophozoites of the E. histolytica HM1-IMSS strain were fixed and prepared for confocal microscopy. Anti-LPPG (EH5 [35]) and anti-Hg subunit (7F4 [36]) monoclonal antibodies were used for indirect immunofluorescence. The left panels show differential interference contrast (DIC) images, and the right panels show immunofluorescence micrographs. Confocal sections are presented: LPPG (green) and Gal-GalNAc lectin (red), which is present in the trophozoite cytoplasm—primarily associated with vesicles—and is enriched at the surface of E. histolytica. Scale bar: 5 µm.

https://doi.org/10.1371/journal.ppat.1014560.g001

5.1. Glycolipids on the surface of E. histolytica potentially involved in non-opsonic phagocytosis

The functions of glycolipids in bacterial recognition by E. histolytica remain largely unexplored. Ceramide metabolism is essential for both parasitism and encystation [37,38], and glycosphingolipids -simple glucosylceramide and lactosylceramide- has been identified [39,40]. Despite the presence of sphingolipid biosynthetic pathways, surface-expressed glycosphingolipids have not yet been identified, and no glycoglycerolipids have been reported in any Entamoeba species. Regarding glycerophospholipids, phosphoinositide derivatives such as PI3P and PI4P regulate phagocytosis and cyst formation, thereby highlighting their role in signalling [41]. However, surface-exposed glycolipids are expected to play a role in the internalisation of bacteria by E. histolytica; for example, lactosylceramide binds directly to certain pathogen-specific molecules through carbohydrate-carbohydrate interactions (e.g., β-glucans from Candida albicans or mycobacterial lipoarabinomannan) [42].

5.2. The lipopeptidophosphoglycan from E. histolytica

The lipopeptidophosphoglycan (LPPG) of E. histolytica possesses a lipid anchor (of the phosphatidylinositol type) linked to a glycan portion typical of glycolipids, composed of phosphocholine, galactose, N-acetylglucosamine, and mannose. The GPI anchor has a unique glycan core containing the sequence Gal1Man2GlcN-myo-inositol [43]. In addition, LPPG has also been considered a glycoprotein because it contains a protein core rich in serine and threonine [43,44] that is modified with linear glycans of the general structure (Glcα1–6)nGlcβ1–6Gal. The chains with 3–5 glucose (Glcα1,6)n units, adopt a dextran-like (α-glucan) conformation [44]. Thereby, LPPG can be considered a hybrid glycoconjugate that carries extensive O-glycosylation. LPPG coats the trophozoite surface (Fig 1A), the folded structure and chemical composition suggest that bacterial adhesins—particularly those with dextran- or mannose-binding capacity—can recognise it. According with this hypothesis we propose the following bacterial factors as candidates for α-glucan (dextran) recognition within LPPG.

a) Adhesins containing the PA14 domain originally identified in Bacillus anthracis Protective Antigen. PA14 is a carbohydrate-binding module present in glycosidases, glycosyltransferases, amidases, proteases, and toxins [45]. It is common in adhesins of Gram-negative bacteria [46–48]. PA14 binds dextran in a calcium-dependent manner and mediate bacterial attachment to extracellular polysaccharides, carbohydrate substrates, or surface glycolipids/glycoproteins on various cell types [45].

b) Glucan-binding proteins (Gbps) or Antigen I/II present in Gram-positive bacteria such as Streptococcus spp. Gbps bind glucans and LTA, facilitating bacterial aggregation and biofilm development [49,50].

c) Galactose binding adhesins. Galactose is found in the core structure of LPPG: Gal1Man2GlcN–myoinositol glycan [42]. The terminal Gal can be recognised by adhesins such as LecA from P. aeruginosa or PapG from E. coli [51,52].

Globally, domains of bacterial adhesins containing PA14 (Gram-), Gbps dextran-binding (Gram+), or these with Gal binding-abilities -upon interaction with LPPG- are expected to trigger signals for bacteria phagocytosis (Fig 2A). This hypothesis can be experimentally tested in binding assays using purified bacterial components and LPPG; and further, with trophozoites in the presence of bacteria carrying deficient mutant versions of the proposed adhesins.

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Fig 2. Surface molecules potentially involved in bacterial recognition by E. histolytica.

The model illustrates how microbial interactions depend on surface molecules such as glycoprotein, glycolipids, carbohydrate recognition, and defined protein-binding domains. Potential bacterial components interacting with LPPG or the Gal-GalNAc lectin subunits are highlighted. A) LPPG diagram. Based on structural analyses [42], LPPG is composed of an acidic polypeptide backbone (blue square) with α1–6-linked glucans attached via phosphodiester bonds to serine residues (O-glycosylation). Anchored to the amoebic membrane via a GPI anchor containing a core glycan and α-Gal side chains. Proposed bacterial interactors of LPPG are indicated in red dashed boxes. B) Gal-GalNAc lectin diagram. According to recent structural data [53] the 260 kDa lectin comprises: (1) LgL (blue) with β-trefoil fold, (2) HgL (grey) containing a carbohydrate-recognition domain (CRD), N-terminal lipoprotein-like (LIPO) domain, an Asp390-linked N-glycan, and von Willebrand-like (VWD) domain; and (3) a non-covalently associated IgL (pink) bearing a CRD and a GPI anchor. LgL-Cys75 is covalently linked to HgL-Cys415 (central red line). Subunits are not drawn to scale, though approximate amino acid positions (aa) from the N-terminus are indicated. Proposed bacterial interactors are indicated in dashed boxes. Additional details are provided in the main text and Table 1.

https://doi.org/10.1371/journal.ppat.1014560.g002

5.3. Mannose-rich proteins in E. histolytica candidates for receptors of bacterial adhesins

E. histolytica exhibits selective phagocytosis of bacteria, engulfing Escherichia coli O115—which expresses mannose-binding type I pili—but not bacteria lacking these pili, such as Bacteroides fragilis, Staphylococcus aureus, or non-fimbriated Shigella spp [54]. The bacteria mannose-binding capability involved in phagocytosis was demonstrated by transfecting Shigella flexneri (variant strain lacking type I pili) with a plasmid encoding type I pili components. The transfected strain was efficiently attached to and phagocytosed by E. histolytica, whereas the isogenic non-transfected variant strain was not [55]. Bacterial attachment is inhibited by α-methylmannoside competitor for mannose binding [54]. These results suggest that the FimH adhesin of type I pili recognises mannose-rich components on the E. histolytica surface (Fig 2B). Furthermore, N-glycans in E. histolytica membranes include Man5GlcNAc2 and N-glycans containing Gal and Glc [32]. Commercial lectins exhibiting high affinity for N-glycans have enabled the identification of E. histolytica surface N-glycosylated proteins [56], these constitute a solid panel of glycoproteins that might interact with FimH [57]. The data indicate that FimH fulfil criteria for bacterial attachment to E. histolytica in order to induce phagocytosis. Direct biochemical evidence regarding the binding mechanisms of FimH to amoebic surface components remains to be determined.

5.4. Lectins on the surface of E. histolytica: the Gal/GalNAc lectin

Galactose inhibits phagocytosis suggesting that galactose-sensitive lectins mediate this phenomenon. The Gal/GalNAc lectin is the best-characterised adhesin which is enriched in the surface of E. histolytica (Fig 1B). This 260 kDa protein complex comprises a heavy subunit (HgL, ~170 kDa) containing a carbohydrate recognition domain (CRD) and a light subunit (LgL, ~35/31 kDa) [58]. Recent structural studies [53] revealed that HgL also contains an N-terminal lipoprotein-like domain, an N-linked glycan at Asp390, and a von Willebrand-like domain (VWD) that, in mammalian cells, binds glycoproteins and collagen. LgL is covalently linked to HgL via a disulfide bond (Cys75–Cys415) and adopts a β-trefoil 3D structure, mediating Gal/GalNAc binding. An intermediate subunit (IgL, ~150 kDa) - GPI-anchored- interacts with the HgL–LgL dimer. Multiples Cysteine rich motifs and a CRD homolog to CRD from human Galectin-2 are present in IgL [58]. The entire lectin localises to lipid rafts, facilitating adhesion to mammalian cells and downstream signalling [59].

Based on these structural data, we propose modalities for the Gal/GalNAc lectin subunit specific interactions with bacterial surface components as follow:

a) Recognition of bacterial glycoconjugates by LgL

Bacterial Gal or GalNAc-containing glycoconjugates are found in the core and O-antigen of LPS (E. coli O157, Klebsiella pneumoniae); in glycan units of CPS (Streptococcus pneumoniae serotype 14, Staphylococcus aureus serotypes 5 and 8); and, in LTAs (Streptococcus agalactiae, Lactobacillus plantarum). LgL subunit is predicted to recognise these bacterial glycoconjugates though its β-trefoil folding in which the Gal/GalNAc-binding site has been identified [53].

b) Recognition of bacterial glycoconjugates by HgL

VWD domain caries by HgL is exposed to the extracellular milieu and can participate in bacterial recognition. A role for VWD in non-opsonic phagocytosis has been demonstrated in arthropods (e.g., Macrobrachium nipponense) [60]. VWD-containing proteins (bind and agglutinate bacteria in a Ca2+-dependent manner, promoting phagocytosis by haemocytes. Purified VWD interacts with LPS, PGN, D-galactose, D-mannan, and β-1,3-glucan [60]. Evidence for the involvement of VWD in phagocytosis also comes from Staphylococcus aureus Protein A, which binds VWD both in suspension and when immobilised on surfaces [61]. Moreover, HgL recognises carbohydrates through the CRD domain, and the N-linked glycan is a target for bacterial adhesins.

c) Recognition of bacterial glycoconjugates by IgL

The CRD-like regions of IgL share homology with human Galectin-2 [58], supporting a role in recognising LPS, as in the case of human galectins with Helicobacter pylori LPS [29]. Other proteins may act as a co-receptor powering activities of the Gal/GalNAc lectin; one of these is Calreticulin which in E. histolytica contributes to amoebic antibacterial defence [62].

In summary: LgL (β-trefoil) binds to bacterial glycoconjugates containing Gal/GalNAc, HgL (VWD/ CRD/ N-linked glycan) engages with carbohydrates and glycans, and IgL (CRD-like domain) interacts with glycoproteins (Fig 2B).

5.5. Membrane associated proteins in E. histolytica with a potential role in non-opsonic phagocytosis

Although our first efforts through comparative bioinformatics analyses revealed that mammalian receptors such as Siglecs, CEACAMs, and scavenger receptors—key mediators of bacterial recognition—are absent from the E. histolytica proteome. However, several membrane-linked proteins stand with potentialities to be involved in non-opsonic phagocytosis in E. histolytica.

a) G-protein-coupled receptor-1 (EhGPCR-1) is involved in phagocytosis and binds bacterial LPS [63]. This process is sensitive to suramin, an inhibitor of GPCR signalling. EhGPCR-1 possess seven-transmembrane helix but is not a canonical GPCR and is rather closely related to TMEM181 which recognises the cytolethal distending toxins (CDT) secreted by many pathogenic bacteria [64]. EhGPCR-1 can play functions in phagocytosis and/or sensitivity to bacteria.

b) Transmembrane Kinases (TMKs) comprises 80 members [65] each containing an N-terminal signal peptide, an extracellular domain with CXXC motifs (like EGF-like domains), a single transmembrane region, and a cytosolic serine/threonine kinase-like domain. Extracellular domains bear similarity to the intermediate subunit (IgL) of the Gal/GalNAc lectin [58]. In example, TMK-39 participate in E. coli recognition and acts as a cholesterol scavenger receptor for low-density lipoproteins [66].

c) Leucine-Rich Repeat (LRR) proteins often participate in immune modulation [67]. E. histolytica genome encodes a large family of LRR proteins [68] whose hallmark is their homology with the Bacteroides surface protein A (BspA), involved in adhesion to extracellular matrices in Bacteroides forsythus and Trichomonas vaginalis. Certain LRR proteins of E. histolytica present structural homology with TLR4 [69]. These LRRs could act as co-receptors in E. histolytica-bacteria interactions, although experimental evidence studying their functions in is still pending. Table 1 summarises this data.

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Table 1. Components of the Entamoeba histolytica glycocalyx potentially involved in bacterial non-opsonic phagocytosis.

https://doi.org/10.1371/journal.ppat.1014560.t001

6. Discussion/conclusion

The potential mechanisms of bacterial recognition facilitating non-opsonic phagocytosis by E. histolytica are likely multiple and reflect diverse modes of interaction: glycan-glycan, glycan-lectin, or glycoprotein-adhesin (Fig 2 and Table 1). Despite the apparent simplification of N-glycosylation, E. histolytica retains functional surface glycoproteins and successfully adapts to its host's environment. In the context of interactions between E. histolytica and bacteria, the evolutionary persistence of a simplified N-glycosylation pathway raises an intriguing comment: the predominance of surface-exposed Man5GlcNAc2 structures (and other mannose rich surface components) could provide sufficient molecular determinants for binding to bacterial adhesins. Conversely, it suggests that the elaboration of complex N-glycans at the cell surface may not be necessary for bacterial recognition in the context of non-opsonic phagocytosis. This hypothesis supports the idea that mannose-containing glycans could serve as a key molecular receptor for bacterial recognition by E. histolytica. Indeed, a limited set of surface-exposed mannosylated glycans or proteins could constitute an energetically economical and evolutionarily stable solution for mediating interactions of E. histolytica with various bacterial species.

A preliminary and speculative question thus arises: Is the presence of mannose-containing compounds exposed on the trophozoite surface a necessary and sufficient condition for efficient non-opsonic phagocytosis by E. histolytica? In the absence of experimental proofs to solve this question and considering the diversity of bacterial surface compounds as Gal-rich adhesins, LPS, PNG, LTA, and WTA we propose a working model concerning E. histolytica - bacteria interaction in function of the following premises:

1. Amoebic LPPG encounters bacterial adhesins whose domains recognise its dextran-like structure or the terminal Gal of its glycans. The specificity of this interaction—according to the type of adhesin—is expected: PA14 for Gram-negative bacteria and Gbp for Gram-positive bacteria; and for Gal-glycans the adhesins LecA or PapG (Gram-negative).

2. Amoebic surface components containing mannose - present in LPPG, HgL or other proteins - are targeted by bacterial adhesins such as FimH (Gram negative).

3. The b-trefoil conformation of LgL, VWD / CRD domains, and N-glycans of the Gal/GalNAc lectin bind glycoconjugates from various bacteria.

Studying these modes of interaction and determining their functional hierarchy in non-opsonic phagocytosis requires the implementation of powerful approaches, some of which already exist and are presented below.

7. Future studies for the characterisation of glycoconjugates in E. histolytica required for non-opsonic phagocytosis

Studies on non-opsonic phagocytosis in E. histolytica need to overcome the limited knowledge of the amoebic surface components involved in this process despite the diversity of the bacterial glycome. According to our models, the first molecules of choice include FimH, specific domains of diverse adhesins, and LPS from the bacteria counterpart. From the E. histolytica side, LPPG and the Gal/GalNAc lectin stand out. The combination of technologies—such as glycan microarray platforms, bioinformatics, deep learning, microfluidics, high-resolution microscopy, and image data analysis—with appropriate living models (e.g., 3D intestinal models, colon explants) will provide new insights into the field of parasite glycobiology.

7.1. Glycan arrays and computational glycobiology

Glycan arrays enable high-throughput analysis of glycan–protein interactions and can be applied to study adhesin binding to LPPG/dextran-like structures or the Gal/GalNAc lectin. These arrays have already identified glycans bound to FimH [70]. Computational modelling has significantly advanced the prediction of protein–glycan interactions, supporting the development of quantitative computational glycobiology [71,72]. Beyond arrays, deep learning, and bioinformatics approaches, as well as large glycan sequence datasets, further facilitate the study of host–microbe interactions, including bacterial phagocytosis, immunogenicity, pathogenicity, and glycan-mediated immune evasion [72].

7.2. Glycocalyx imaging and images analysis

Glycocalyx imaging has faced major challenges due to the dense, sub-10 nm spacing of glycans and the lack of suitable high-resolution, structure-preserving techniques. Genetic tagging is inapplicable because glycans are secondary gene products, whereas lectin-based labelling suffers from low affinity and insufficient specificity [73]. The identification of cell-specific glycan structures has led to the implementation of innovative—albeit complex—technological combinations, such as the use of matrix-assisted laser desorption/ionisation mass spectrometry imaging (MALDI-MSI) coupled with co-detection and digital pathology image indexing [74]. However, the ability to visualise the molecular architecture of the glycocalyx has remained challenging. A recent breakthrough in microscopy combines resolution enhancement by sequential imaging (RESI) with metabolic labelling, enabling visualisation of individual sugars within glycans on cell surfaces. This approach achieves an unprecedented 9 Å resolution in optical microscopy, marking a transformative advance for glycocalyx studies [75]. To gain mechanistic insights into how glycans and adhesins interact with LPPG/dextran-like structures or the Gal/GalNAc lectin, RESI, combined with anti-LPPG or anti-Gal/GalNAc antibodies, can be used to quantify FimH or LPS binding to the glycocalyx of E. histolytica. The power of existing software (e.g., Icy [76] and the statistical method SODA (Statistical Object Distance Analysis), which uses either micro- or nano-scopy, will improve our knowledge of the spatial co-localization of engaged interactive molecules [77].

7.3. 3D Intestinal models to investigate amoeba-bacteria crosstalk

Although insufficiently considered, the microbiota plays a major role in the relationship of E. histolytica with the intestine. The influence of non-opsonic phagocytosis in the lifestyle and pathogenicity of E. histolytica can be studied thanks to the development of 3D intestinal models closer to the native intestine [78]. For example, gut-on-a-chip systems demonstrate that peristalsis accelerates tissue invasion by E. histolytica [78]. This Entamoeba-3D intestinal model can be challenged with commensal microbes to determine the role of identified surface bacterial factors in the onset of amoebiasis.

Overall, these technologies offer real opportunities to discover the role of glycans on bacteria non-opsonic phagocytosis of E. histolytica. Advances in the analysis of the amoebic glycocalyx will be essential to better understand glycoconjugate–bacteria interactions and amoebiasis

Acknowledgments

We thank members of the BIA Unit, Institut Pasteur, for valuable discussions on the Entamoeba project. The authors apologise to the researchers who could not be cited due to text length limitations.

References

  1. 1. Underhill DM, Ozinsky A. Phagocytosis of microbes: complexity in action. Annu Rev Immunol. 2002;20:825–52. pmid:11861619
  2. 2. Fu YL, Harrison RE. Microbial Phagocytic receptors and their potential involvement in cytokine induction in macrophages. Front Immunol. 2021;12:662063. pmid:33995386
  3. 3. Lauzon RJ, Brown C, Kerr L, Tiozzo S. Phagocyte dynamics in a highly regenerative urochordate: insights into development and host defense. Dev Biol. 2013;374(2):357–73. pmid:23174529
  4. 4. Price CTD, Hanford HE, Al-Quadan T, Santic M, Shin CJ, Da’as MSJ, et al. Amoebae as training grounds for microbial pathogens. mBio. 2024;15(8):e00827-24. pmid:38975782
  5. 5. Shi Y, Queller DC, Tian Y, Zhang S, Yan Q, He Z, et al. The ecology and evolution of amoeba-bacterium interactions. Appl Environ Microbiol. 2021;87(2):e01866-20. pmid:33158887
  6. 6. Samba-Louaka A, Delafont V, Rodier M-H, Cateau E, Héchard Y. Free-living amoebae and squatters in the wild: ecological and molecular features. FEMS Microbiol Rev. 2019;43(4):415–34. pmid:31049565
  7. 7. Guillén N. Pathogenicity and virulence of Entamoeba histolytica, the agent of amoebiasis. Virulence. 2023;14(1):2158656. pmid:36519347
  8. 8. Iyer LR, Verma AK, Paul J, Bhattacharya A. Phagocytosis of gut bacteria by Entamoeba histolytica. Front Cell Infect Microbiol. 2019;9:34. pmid:30863724
  9. 9. Leon-Coria A, Kumar M, Chadee K. The delicate balance between Entamoeba histolytica, mucus and microbiota. Gut Microbes. 2020;11(1):118–25. pmid:31091163
  10. 10. Möckl L. The emerging role of the mammalian glycocalyx in functional membrane organization and immune system regulation. Front Cell Dev Biol. 2020;8:253. pmid:32351961
  11. 11. Tvaroška I. The role of glycans in human immunity-a sweet code. Molecules. 2025;30(13):2678. pmid:40649198
  12. 12. Crouch LI, Rodrigues CS, Bakshani CR, Tavares-Gomes L, Gaifem J, Pinho SS. The role of glycans in health and disease: regulators of the interaction between gut microbiota and host immune system. Semin Immunol. 2024;73:101891. pmid:39388764
  13. 13. Otten C, Brilli M, Vollmer W, Viollier PH, Salje J. Peptidoglycan in obligate intracellular bacteria. Mol Microbiol. 2018;107(2):142–63. pmid:29178391
  14. 14. Khadka S, Kinney EL, Ryan BE, Mike LA. Mechanisms governing bacterial capsular polysaccharide attachment and chain length. Ann N Y Acad Sci. 2025;1548(1):80–98. pmid:40369709
  15. 15. Bushell SR, Mainprize IL, Wear MA, Lou H, Whitfield C, Naismith JH. Wzi is an outer membrane lectin that underpins group 1 capsule assembly in Escherichia coli. Structure. 2013;21(5):844–53. pmid:23623732
  16. 16. Weiman S, Dahesh S, Carlin AF, Varki A, Nizet V, Lewis AL. Genetic and biochemical modulation of sialic acid O-acetylation on group B Streptococcus. Glycobiology. 2009;19(11):1204–13. pmid:19643844
  17. 17. Liu J, Kang R, Tang D. Lipopolysaccharide delivery systems in innate immunity. Trends Immunol. 2024;45(4):274–87. pmid:38494365
  18. 18. Furevi A, Ståhle J, Muheim C, Gkotzis S, Udekwu KI, Daley DO, et al. Structural analysis of the O-antigen polysaccharide from Escherichia coli O188. Carbohydr Res. 2020;498:108051. pmid:33075674
  19. 19. Brown S, Santa Maria JP Jr, Walker S. Wall teichoic acids of gram-positive bacteria. Annu Rev Microbiol. 2013;67:313–36. pmid:24024634
  20. 20. Fares M, Imberty A, Titz A. Bacterial lectins: multifunctional tools in pathogenesis and possible drug targets. Trends Microbiol. 2025;33(8):839–52. pmid:40307096
  21. 21. Smith OER, Bharat TAM. Architectural dissection of adhesive bacterial cell surface appendages from a “molecular machines” viewpoint. J Bacteriol. 2024;206(12):e0029024. pmid:39499080
  22. 22. Bouckaert J, Mackenzie J, de Paz JL, Chipwaza B, Choudhury D, Zavialov A, et al. The affinity of the FimH fimbrial adhesin is receptor-driven and quasi-independent of Escherichia coli pathotypes. Mol Microbiol. 2006;61(6):1556–68. pmid:16930149
  23. 23. Day CJ, Tran EN, Semchenko EA, Tram G, Hartley-Tassell LE, Ng PS, et al. Glycan–glycan interactions mediate binding of pathogenic bacteria to host cells. Proc Natl Acad Sci U S A. 2015;112(52):E7266–75. pmid:26676578
  24. 24. Mukherjee K, Khatua B, Mandal C. Sialic Acid-Siglec-E interactions during Pseudomonas aeruginosa Infection of macrophages interferes with phagosome maturation by altering intracellular calcium concentrations. Front Immunol. 2020;11:332. pmid:32184783
  25. 25. West AP, Koblansky AA, Ghosh S. Recognition and signaling by toll-like receptors. Annu Rev Cell Dev Biol. 2006;22:409–37. pmid:16822173
  26. 26. Baranova IN, Kurlander R, Bocharov AV, Vishnyakova TG, Chen Z, Remaley AT. Role of human CD36 in bacterial recognition and phagocytosis. J Immunol. 2008;181(10):7147–56. pmid:18981136
  27. 27. Billings EA, Lee CS, Owen KA, D’Souza RS, Ravichandran KS, Casanova JE. The adhesion GPCR BAI1 mediates macrophage ROS production. Sci Signal. 2016;9(413):ra14. pmid:26838550
  28. 28. Ma Y, Liu J, Qin X, Cui X, Yang Q. Identification of a novel antibacterial function of mammalian calreticulin. Front Immunol. 2025. pmid:40723838
  29. 29. Sasaki T, Saito R, Oyama M, Takeuchi T, Tanaka T, Natsume H, et al. Galectin-2 has bactericidal effects against Helicobacter pylori. Int J Mol Sci. 2022. pmid:32295066
  30. 30. Bai Z, Zhao L, Chen X, Li Q, Li J. A galectin contributes to innate immune recognition in freshwater mussel. Dev Comp Immunol. 2017;73:36–45. pmid:28300581
  31. 31. Bonsignore P, Kuiper JWP, Adrian J, Goob G, Hauck CR. CEACAM3—a primate invention for opsonin-independent phagocytosis. Front Immunol. 2020;10:3160. pmid:32117212
  32. 32. Magnelli P, Cipollo JF, Ratner DM, Cui J, Kelleher D, Gilmore R. Unique N-linked oligosaccharides of Entamoeba histolytica. J Biol Chem. 2008;283(26):18355–64. pmid:18417475
  33. 33. Banerjee S, Vishwanath P, Cui J, Kelleher DJ, Gilmore R, Robbins PW, et al. The evolution of N-glycan-dependent endoplasmic reticulum quality control factors for glycoprotein folding and degradation. Proc Natl Acad Sci U S A. 2007;104(28):11676–81. pmid:17606910
  34. 34. Moody-Haupt S, Patterson JH, Mirelman D, McConville MJ. Major surface antigens of Entamoeba histolytica are GPI-anchored. J Mol Biol. 2000;297(2):409–20. pmid:10715210
  35. 35. Salgado M, Villagómez-Castro JC, Rocha-Rodríguez R, Sabanero-López M, Ramos MA, Alagón A, et al. Entamoeba histolytica: biochemical and molecular insights into the activities within microsomal fractions. Exp Parasitol. 2005;110(4):363–73. pmid:15913610
  36. 36. Blazquez S, Guigon G, Weber C, Syan S, Sismeiro O, Coppée JY, et al. Chemotaxis of Entamoeba histolytica toward TNF. Cell Microbiol. 2008;10(8):1666–81. pmid:18466274
  37. 37. Mi-Ichi F, Ikeda K, Tsugawa H, Deloer S, Yoshida H, Arita M. Stage-specific de novo synthesis of very-long-chain dihydroceramides confers dormancy to Entamoeba Parasites. mSphere. 2021;6(2):e00174-21. pmid:33731470
  38. 38. Jauregui-Wade JM, Valdes J, Ayala-Sumuano JT, Avila-Garcia R, Cerbon-Solorzano J (2019) De novo synthesis of sphingolipids plays an important role during in vitro encystment of Entamoeba invadens. Biochem Biophys Res Commun 508: 1031–7. pmid:30545628
  39. 39. Avila-Garcia R, Valdes J, Jauregui-Wade JM, Ayala-Sumuano JT, Cerbon-Solorzano J. Sphingolipid biosynthesis in Entamoeba histolytica. Biochem Biophys Res Commun. 2020;522(3):574–9. pmid:31785811
  40. 40. Sorice M, Griggi T, Nicodemo G, Garofalo T, Marangi M, Sanguigni S, et al. Evidence for the existence of ganglioside molecules in the antigen of Entamoeba histolytica. Parasite Immunol. 1996;18(3):133–7. pmid:9223167
  41. 41. Mi-Ichi F, Tsugawa H, Yoshida H, Arita M. Unique features of Entamoeba histolytica glycerophospholipid metabolism; has the E. histolytica lipid metabolism network evolved through gene loss and gain to enable parasitic life cycle adaptation? mSphere. 2023;8(5):e0017423. pmid:37584599
  42. 42. Iwabuchi K, Nakayama H, Hanafusa K. Lactosylceramide-enriched microdomains mediate human neutrophil immunological functions via carbohydrate-carbohydrate interaction. Glycoconj J. 2022;39(2):239–46. pmid:35377103
  43. 43. Nagode A, Vanbeselaere J, Duchêne M. Revisiting the isolation and characterisation of Entamoeba histolytica lipopeptidophosphoglycan. Parasitol Res. 2024;123(2):138. pmid:38378851
  44. 44. Nagode A, Vanbeselaere J, Rauscher S, Tobias J, Wilson IBH, Duchêne M. Entamoeba histolytica - binding of the lipopeptidophosphoglycan - specific monoclonal antibody EH5 to dextrans. Carbohydr Res. 2025;558:109656. pmid:40961607
  45. 45. Rigden DJ, Mello LV, Galperin MY. The PA14 domain, a conserved all-beta domain in bacterial toxins, enzymes, adhesins and signaling molecules. Trends Biochem Sci. 2004;29(7):335–9. pmid:15236739
  46. 46. Vance TDR, Guo S, Assaie-Ardakany S, Conroy B, Davies PL. Structure of a bacterial adhesin sugar-binding domain. PLoS One. 2019;14(7):e0220045. pmid:31335890
  47. 47. Ye Q, Eves R, Vance TDR, Hansen T, Sage AP, Petkovic A, et al. Aeromonas hydrophila RTX adhesin has three ligand-binding domains that give the bacterium the potential to adhere to and aggregate a wide variety of cell types. mBio. 2025;16(5):e0315824. pmid:40243363
  48. 48. Guo S, Vance TDR, Zahiri H, Eves R, Stevens C, Hehemann JH. Ligand selectivity by a bacterial adhesin lectin. mBio. 2021;12(2):e00877-21. pmid:33824212
  49. 49. Mieher JL, Larson MR, Schormann N, Purushotham S, Wu R, Rajashankar KR, et al. Glucan Binding Protein C of Streptococcus mutans mediates both sucrose-independent and sucrose-dependent adherence. Infect Immun. 2018;86(7):e00146-18. pmid:29685986
  50. 50. Kagami A, Okamoto-Shibayama K, Yamamoto Y, Sato Y, Kizaki H. GbpC homologues in Streptococcus sobrinus. Oral Microbiol Immunol. 2007;22(4):240–7. pmid:17600535
  51. 51. Siebs E, Shanina E, Kuhaudomlarp S, da Silva Figueiredo Celestino Gomes P, Fortin C, Seeberger PH, et al. Targeting the central pocket of the Pseudomonas aeruginosa Lectin LecA. Chembiochem. 2022;23(3):e202100563. pmid:34788491
  52. 52. Hultgren SJ, Lindberg F, Magnusson G, Kihlberg J, Tennent JM, Normark S. The PapG adhesin of uropathogenic Escherichia coli contains separate regions for receptor binding and for the incorporation into the pilus. Proc Natl Acad Sci U S A. 1989;86(12):4357–61. pmid:2567514
  53. 53. Gérard SF, Redfield C, Higgins MK. Structural basis for carbohydrate recognition by the Gal/GalNAc lectin of Entamoeba histolytica involved in host cell adhesion. PLoS Pathog. 2026;22(2):e1013948. pmid:41734235
  54. 54. Bracha R, Kobiler D, Mirelman D. Attachment and ingestion of bacteria by trophozoites of Entamoeba histolytica. Infect Immun. 1982;36(1):396–406. pmid:6281192
  55. 55. Verdon R, Mirelman D, Sansonetti PJ. A model of interaction between Entamoeba histolytica and Shigella flexneri. Res Microbiol. 1992;143(1):67–74. pmid:1353632
  56. 56. Carpentieri A, Ratner DM, Ghosh SK, Banerjee S, Bushkin GG, Cui J. Cyanovirin-N targets Entamoeba histolytica. Eukaryot Cell. 2010;9(11):1661–8. pmid:20852023
  57. 57. Maddirala AR, Klein R, Pinkner JS, Kalas V, Hultgren SJ, Janetka JW. Biphenyl Gal/GalNAc FmlH antagonists of UPEC. J Med Chem. 2019;62(2):467–79. pmid:30540910
  58. 58. Zhang H, Li Q, Zhou H, Feng M, Zhao Y, Zhou R. Carbohydrate recognition domain in Entamoeba histolytica Gal/GalNAc lectin intermediate subunit. Microbiol Spectr. 2024;12(11):e00538-24. pmid:39365081
  59. 59. Laughlin RC, McGugan GC, Powell RR, Welter BH, Temesvari LA. Raft-like membrane domains in Entamoeba histolytica. Infect Immun. 2004;72(9):5349–57. pmid:15322032
  60. 60. Qin N, Sun H, Lu M, Wang J, Tang T, Liu F. A single von Willebrand factor C-domain protein acts as an extracellular pattern-recognition receptor in the river prawn Macrobrachium nipponense. J Biol Chem. 2020;295(30):10468–77. pmid:32532819
  61. 61. Hartleib J, Köhler N, Dickinson RB, Chhatwal GS, Sixma JJ, Hartford OM, et al. Protein A is the von Willebrand factor binding protein on Staphylococcus aureus. Blood. 2000;96(6):2149–56. pmid:10979960
  62. 62. Vaithilingam A, Teixeira JE, Miller PJ, Heron BT, Huston CD. Entamoeba histolytica calreticulin binds human C1q. Infect Immun. 2012;80(6):2008–18. pmid:22473608
  63. 63. Brewer MT, Agbedanu PN, Zamanian M, Day TA, Carlson SA. Evidence for a bacterial lipopolysaccharide-recognizing G-protein-coupled receptor in the bacterial engulfment by Entamoeba histolytica. Eukaryot Cell. 2013;12(11):1433–8. pmid:23975887
  64. 64. Carette JE, Guimaraes CP, Varadarajan M, Park AS, Wuethrich I, Godarova A, et al. Haploid genetic screens in human cells identify host factors used by pathogens. Science. 2009;326(5957):1231–5. pmid:19965467
  65. 65. Beck DL, Boettner DR, Dragulev B, Ready K, Nozaki T, Petri WAJ. Transmembrane kinases related to Gal/GalNAc lectin. Eukaryot Cell. 2005;4(4):722–32. pmid:15821132
  66. 66. Christy NCV, Buss SN, Petri WA Jr. Common pathways for receptor-mediated ingestion of Escherichia coli and LDL cholesterol by Entamoeba histolytica regulated in part by transmembrane kinase 39. Int J Parasitol. 2012;42(4):393–400. pmid:22619755
  67. 67. Takkouche A, Qiu X, Sedova M, Jaroszewski L, Godzik A. Features of TpLRR/BspA-like LRR proteins. J Struct Biol. 2023;215(3):108011. pmid:37562586
  68. 68. Wilson IW, Weedall GD, Lorenzi H, Howcroft T, Hon C-C, Deloger M, et al. Genetic diversity and gene family expansions in members of the genus Entamoeba. Genome Biol Evol. 2019;11(3):688–705. pmid:30668670
  69. 69. Varet H, Shaulov Y, Sismeiro O, Trebicz-Geffen M, Legendre R, Coppée J-Y, et al. Enteric bacteria boost defences against oxidative stress in Entamoeba histolytica. Sci Rep. 2018;8(1):9042. pmid:29899530
  70. 70. Day CJ, Lo AW, Hartley-Tassell LE, Argente MP, Poole J, King NP, et al. Discovery of fimbria–glycan interactions using whole-cell expression. mBio. 2021;12(1):e03003-20. pmid:33622724
  71. 71. Carpenter EJ, Seth S, Yue N, Greiner R, Derda R. GlyNet predicts protein–glycan interactions. Chem Sci. 2022;13(22):6669–86. pmid:35756507
  72. 72. Bojar D, Powers RK, Camacho DM, Collins JJ. Deep-learning resources for studying glycan-mediated host-microbe interactions. Cell Host Microbe. 2021;29(1):132-144.e3. pmid:33120114
  73. 73. Calles-Garcia D, Dube DH. Chemical biology tools to probe bacterial glycans. Curr Opin Chem Biol. 2024;80:102453. pmid:38582017
  74. 74. Veličković D, Purkerson J, Bhotika H, Huyck H, Clair G, Pryhuber GS, et al. Integrating N-glycan and CODEX imaging reveal cell-specific protein glycosylation in healthy human lung. Mol Omics. 2025;21(4):334–42. pmid:40392055
  75. 75. Masullo LA, Almahayni K, Pachmayr I, Honsa M, Heinze L, Fritsche S, et al. Ångström-resolution imaging of cell-surface glycans. Nat Nanotechnol. 2025;20(10):1457–63. pmid:40721874
  76. 76. de Chaumont F, Dallongeville S, Chenouard N, Herve N, Pop S, Provoost T, et al. Icy: an open bioimage informatics platform. Nat Methods. 2012;9(7):690–6. pmid:22743774
  77. 77. Lagache T, Grassart A, Dallongeville S, Faklaris O, Sauvonnet N, Dufour A. Mapping molecular assemblies with fluorescence microscopy. Nat Commun. 2018;9(1):698. pmid:29449608
  78. 78. Boquet-Pujadas A, Feaugas T, Petracchini A, Grassart A, Mary H, Manich M. 4D gut-on-a-chip modeling of pathogen invasion. Sci Adv. 2022;8(42):eabo5767. pmid:36269830