Abstract
All living organisms are enclosed by biological membranes composed primarily of phospholipids. The diversification of membrane lipids has shaped key membrane functions, including signaling, membrane protein regulation, and immune responses, and may also have driven organismal evolution. In humans, this diversity is mainly generated by lysophospholipid acyltransferases (LPLATs), yet the evolutionary distribution and diversity of LPLATs across organisms remain poorly understood, particularly in pathogens. Here, we systematically identified candidate LPLAT proteins belonging to two major families in representative prokaryotic and eukaryotic species and reconstructed their phylogenetic relationships. The analysis reveals a marked expansion and diversification of LPLATs in vertebrates and suggests the possibility of pathogen-specific LPLAT expansions. These findings suggest that the diversification of membrane phospholipid remodeling enzymes may accompany increasing biological complexity and pathogenicity. This study provides an evolutionary framework for understanding phospholipid metabolism and highlights pathogen LPLATs as potential targets for exploring host defense mechanisms.
1 Introduction
Biological membranes define the boundaries of cells and organelles and play central roles in numerous cellular processes, including signaling, membrane protein regulation, and immune responses (–). The principal structural components of these membranes are glycerophospholipids (hereafter referred to as phospholipids). Beyond their structural role in membrane bilayers, phospholipids can also be released as main components of alveolar surfactant and lipoproteins (, ). Mammalian phospholipids form a highly diverse molecular population, with more than a thousand molecular species arising from combinations of different polar head groups and fatty acyl chains attached to a glycerol backbone ().
The biosynthesis and remodeling of phospholipids have been extensively studied in mammals. Classical studies established that phospholipids are produced and matured through two major pathways: the Kennedy pathway () and the Lands cycle (). Central enzymes producing phospholipid diversity in both pathways are lysophospholipid acyltransferases (LPLATs), which catalyze the esterification of lysophospholipids using acyl-CoAs () (Figure 1A). In the Kennedy pathway, phosphatidic acid (PA) is produced by LPLATs from lyso-PA (LPA) and acyl-CoAs. PA is subsequently converted into several other phospholipids, phosphatidylcholine (PC), phosphatidylethanolamine (PE), phosphatidylglycerol (PG), phosphatidylinositol (PI), phosphatidylserine (PS), and cardiolipin (CL). Fatty acids of these phospholipids are reacylated by LPLATs in the Lands cycle (Figure 1B). Fourteen LPLATs have been identified in human and mouse, and recent studies combining enzyme characterization with knockout mouse models have begun to reveal their roles in the regulation of membrane phospholipid compositions. These LPLATs belong to two families: 1-acylglycerol-3-phosphate O-acyltransferase (AGPAT) and membrane-bound O-acyltransferase (MBOAT) families. AGPAT motifs 1–4 and MBOAT motifs A-D, essential for LPLAT activity, have been identified (Figure 1C) (–). LPLAT structures have been predicted by homology modeling () and AlphaFold2 analysis (), and several 3D structures have also been experimentally determined (). Conserved motifs in both AGPAT- and MBOAT-family LPLATs may form pockets for substrate binding.
Figure 1
Phospholipid compositions vary widely across organisms, reflecting differences in metabolism, environmental adaptation, and cellular complexity. Although multiple mechanisms can influence phospholipid diversity, LPLAT-mediated remodeling is likely to play a central role in shaping membrane lipid compositions in most organisms. LPLATs have been studied in several model organisms, including Saccharomyces cerevisiae (
In this study, we asked whether the diversification of membrane phospholipid composition across organisms is evolutionarily linked to LPLATs, and whether it is associated with functional changes such as pathogenicity. Here, we conducted a comprehensive survey of LPLAT proteins across representative prokaryotic and eukaryotic lineages, including bacteria and major eukaryotic supergroups such as Opisthokonta, Amoebozoa, Stramenopiles–Alveolata–Rhizaria (SAR), Archaeplastida, and Excavata, based on the classification framework proposed by Adl et al. (
2 Methods
2.1 Identification of candidate LPLAT proteins
Orthologs of the fourteen known human and mouse LPLAT enzymes were searched in representative prokaryotic and eukaryotic organisms (Supplementary Table 1) (
(i) The amino acid sequences of SLC1 (NP_010231, AGPAT family) and ALE1 (NP_014818, MBOAT family) from S. cerevisiae were used individually as queries in tBLASTn searches against the NCBI RefSeq genomes database and selected organism genomes.
(ii) Additional searches were performed in the NCBI database using combinations of organism names and the keywords “1-acylglycerol-3-phosphate acyltransferase”, “AGPAT”, “membrane-bound O-acyltransferase”, or “MBOAT.” In addition, previously reported LPLATs in several organisms were included.
(iii) Candidate LPLAT amino acid sequences identified in each organism were subsequently used as queries for additional tBLASTn searches against the NCBI non-redundant (nr) database and organism-specific genome databases to identify related genomes.
Candidate proteins were selected if they contained the conserved motifs of AGPAT or MBOAT families, including the AGPAT motifs 1(HxxxxD) and 3(FPEG) (
2.2 Sequence alignment and phylogenetic analysis
Multiple sequence alignments were generated using Clustal Omega (
3 Results
3.1 Identification of candidate LPLAT proteins across representative organisms
In humans and mice, LPLATs have been classified into two families: LPLAT1–10 belonging to the AGPAT family and LPLAT11–14 belonging to the MBOAT family (
As shown in Supplementary Tables 1–3, no MBOAT family LPLATs were detected in several species, including the prokaryote E. coli K-12, the choanoflagellate Monosiga brevicollis, the alveolate parasite Plasmodium falciparum, and the excavate Trypanosoma cruzi. In addition, no candidate LPLAT proteins were identified in the archaeal genomes examined.
3.2 Classification of LPLATs in representative organisms
To examine overall patterns of LPLAT diversity across major evolutionary groups, representative species were selected: E. coli K-12 (EckLPLAT), D. melanogaster (DmLPLAT), H. sapiens (HsLPLAT), S. cerevisiae S288C (ScLPLAT), M. brevicollis MX1 (MbLPLAT), Entamoeba dispar SAW760 (EdLPLAT), P. falciparum 3D7 (PfLPLAT), A. thaliana (AtLPLAT), and T. cruzi (TcLPLAT) (Supplementary Tables 1–3). Phylogenetic trees were constructed using SeaView (
Figure 2

Phylogenetic tree of the representative organisms. Selected organisms and candidate LPLATs are shown in Supplementary Tables 1–3. The phylogenetic trees of AGPAT (A) and MBOAT (B) families were constructed separately. HsLPLATs were indicated in red. The distance scale and scale bar represent evolutionary distance, measured as the estimated number of amino acid substitutions per site.
Figure 2 shows phylogenetic trees depicting the evolutionary relationships among AGPAT (Figure 2A) and MBOAT (Figure 2B) LPLAT families across various species. In Figure 2A, the phylogenetic analysis identified 7 and 16 major clades with bootstrap values ≧90 and ≧50, respectively, whereas in Figure 2B, 4 and 7 major clades were identified with bootstrap values ≧90 and ≧50, respectively. Although several deep ancestral nodes exhibited low bootstrap support (<50), likely due to low sequence homology across highly divergent evolutionary clades, the distinct separation of major clusters (such as HsLPLAT1/2 vs. HsLPLAT8/9/10) remains highly supported. Further structural or synteny analyses may be required to firmly resolve these deeper evolutionary relationships. In the AGPAT family, LPLATs were grouped into three major clusters, comprising HsLPLAT1/2, HsLPLAT3/4/5/6/7, and HsLPLAT8/9/10. In contrast, the MBOAT family was divided into two major clusters, HsLPLAT11/12 and HsLPLAT13/14. Although HsLPLAT3 and HsLPLAT4 belong to the same cluster, they are located on chromosomes 21 (https://www.ncbi.nlm.nih.gov/protein/NP_064517) and 6 (https://www.ncbi.nlm.nih.gov/protein/NP_064518), respectively. Similarly, HsLPLAT8, HsLPLAT9, and HsLPLAT10, which form another cluster, are located on chromosomes 5 (https://www.ncbi.nlm.nih.gov/protein/NP_079106), 16 (https://www.ncbi.nlm.nih.gov/protein/NP_060309), and 15 (https://www.ncbi.nlm.nih.gov/protein/NP_705841), respectively. HsLPLAT13 and HsLPLAT14 also belong to the same cluster and exhibit similar substrate preferences, yet they are located on chromosomes 2 (https://www.ncbi.nlm.nih.gov/protein/NP_620154) and 6 (https://www.ncbi.nlm.nih.gov/protein/NP_001073949), respectively. The observations suggest that these gene pairs or groups are unlikely to have arisen through tandem duplication. HsLPLAT7 diverged earlier than the other LPLATs, suggesting that it may represent a distinct evolutionary lineage (Figure 2A). AtLPLAT8 and AtLPLAT9 show a close relationship with a high bootstrap value. Although both genes are located on chromosome 1 (https://www.ncbi.nlm.nih.gov/protein/NP_176493; https://www.ncbi.nlm.nih.gov/protein/NP_172724), they are not adjacent to each other, suggesting that they may not be products of tandem duplication (Figure 2B).
The reported biochemical characteristics of human and mouse LPLATs (mammalian LPLATs) were shown in Supplementary Table 4. HsLPLATs are not a single monophyletic group but instead split into distinct evolutionary lineages, suggesting that different HsLPLAT proteins may have evolved to handle different lipid substrates and serve distinct physiological roles within the cells. Although functional verification is required to determine whether non-human LPLATs possess identical enzymatic activities, several observations suggest potential similarities. For example, in S. cerevisiae, ScLPLAT1 (SLC1) incorporates C18:1 into LPA and lysophosphatidylcholine (LPC) (
3.3 Diversification of LPLATs in Metazoa
To further investigate LPLAT evolution within metazoa, phylogenetic trees were constructed using representative invertebrates—Amphimedon queenslandica (AqLPLAT), Nematostella vectensis (NvLPLAT), Magallana gigas (MgLPLAT), D. melanogaster (DmLPLAT), C. elegans (CeLPLAT), and Capitella teleta (CtLPLAT)—and vertebrates—Danio rerio (DrLPLAT), Xenopus tropicalis (XtLPLAT), Anolis carolinensis (AcLPLAT), Gallus gallus (GgLPLAT), and H. sapiens (Supplementary Tables 1–3). Figure 3 shows phylogenetic trees depicting the evolutionary relationships among AGPAT (Figure 3A) and MBOAT (Figure 3B) LPLAT families across various species. In Figure 3A, the phylogenetic analysis identified 11 and 30 major clades with bootstrap values ≧90 and ≧50, respectively, whereas in Figure 3B, 5 and 17 major clades were identified with bootstrap values ≧90 and ≧50, respectively.
Figure 3

Phylogenetic tree of the representative Metazoa. Selected organisms and candidate LPLATs are shown in Supplementary Tables 1–3. The phylogenetic trees of AGPAT (A) and MBOAT (B) families were constructed separately. Vertebrate LPLATs were indicated in red. The distance scale and scale bar represent evolutionary distance, measured as the estimated number of amino acid substitutions per site.
Members of the LPLAT2–9 group in the AGPAT family and the LPLAT12–14 group in the MBOAT family were identified in D. rerio, X. tropicalis, A. carolinensis, G. gallus, and H. sapiens. However, the analysis revealed that D. rerio lacked an ortholog of HsLPLAT1 but contained two orthologs of HsLPLAT13 (DrLPLAT13 and DrLPLAT15), suggesting a lineage-specific duplication, because DrLPLAT13 and DrLPLAT15 are located on chromosomes 17 (https://www.ncbi.nlm.nih.gov/protein/XP_073783893.1/) and 20 (https://www.ncbi.nlm.nih.gov/protein/NP_001265531.1/), respectively. In contrast, G. gallus lacked the orthologs of HsLPLAT10 and HsLPLAT11. The full complement of 10 AGPAT-family LPLATs and 4 MBOAT-family LPLATs appears to have been established before the emergence of vertebrates. These findings suggest that the diversification of phospholipid remodeling enzymes had largely occurred prior to vertebrate evolution.
LPLAT1 and LPLAT2 cluster sequences may share a common ancestor and exhibit close evolutionary relationships across vertebrates and some invertebrates. LPLAT5 and LPLAT7 showed high bootstrap values of 96 and 100, respectively, and formed distinct major lineages in the phylogenetic tree. LPLAT8, 9, and 10 formed a distinct group, which may reflect relatively recent duplication events in vertebrates. Based on the substrate specificities of mouse LPLATs, these enzymes are predicted to be involved in sn-1/sn-2 remodeling; however, no clear commonality in fatty acid recognition has been identified (
Vertebrate LPLATs formed tight clusters, suggesting strong conservation of these specific LPLAT isoforms across vertebrates. In particular, vertebrate LPLAT11 and LPLAT12 showed high bootstrap support values of 99 and 82, respectively, suggesting that they are orthologs. LPLAT14 and LPLAT13 groups showed strong conservation among vertebrates. LPLAT14 sequences from different vertebrate species formed a tight cluster, whereas LPLAT13 sequences formed a sister group to LPLAT14, suggesting a relatively recent duplication event in vertebrates. Although DrLPLAT13 and DrLPLAT15 are located on different chromosomes, they may have arisen through a gene duplication event rather than tandem duplication. In the LPLAT12 group, the relatively long branch lengths of the invertebrate LPLATs may reflect a greater accumulation of amino acid substitutions. The distinct clustering of vertebrate and invertebrate sequences may indicate that these lineages diverged relatively early during evolution.
Overall, vertebrates displayed a greater diversity of LPLATs than invertebrates. The diversification of LPLATs may have accompanied evolutionary processes. Nevertheless, some invertebrates showed relatively high numbers of LPLAT proteins. For example, C. elegans, M. gigas, and D. melanogaster possessed comparatively large LPLAT repertoires. In particular, C. elegans contained 12 LPLAT proteins. Previous studies reported that triple knockout of CeLPLAT3 (acl-8), CeLPLAT4 (acl-9), and CeLPLAT5 (acl-10) in C. elegans reduces PI species containing C18:0 (
3.4 Differences in LPLAT repertoires between pathogenic and non-pathogenic species
To examine whether LPLAT compositions are associated with pathogenicity, LPLAT repertoires were compared between pathogenic and non-pathogenic species. Specifically, this study analyzed E. coli K-12 and the pathogenic strain E. coli O157:H7 (strain G5101) (EcoLPLAT), as well as the non-pathogenic amoeba E. dispar SAW760 and the pathogenic species Entamoeba histolytica HM-1:IMSS (EhLPLAT) (Supplementary Tables 1–3). Phylogenetic analyses were performed together with HsLPLATs (Figure 4). Figure 4 shows phylogenetic trees depicting the evolutionary relationships among AGPAT (Figure 4A) and MBOAT (Figure 4B) LPLAT families across various species. In Figure 4A, the phylogenetic analysis identified 5 and 11 major clades with bootstrap values ≧90 and ≧50, respectively, whereas in Figure 4B, 5 and 5 major clades were identified with bootstrap values ≧90 and ≧50, respectively.
Figure 4

Phylogenetic tree of pathogenic and non-pathogenic strains. The phylogenetic trees of AGPAT (A) and MBOAT (B) families were constructed. Selected organisms and candidate LPLATs are shown in Supplementary Tables 1–3. E. coli and Entamoeba are shown in light yellow and light green, respectively. Red squares indicate additional LPLATs of pathogenic species. The distance scale and scale bar represent evolutionary distance, measured as the estimated number of amino acid substitutions per site.
E. coli K-12 possessed two AGPAT-family LPLATs, whereas the pathogenic species E. coli O157:H7 contained three, including an additional protein (EcoLPLAT3) (Figure 4A). In Entamoeba, both Entamoeba species possessed two AGPAT-family paralogs. Unlike E. coli, however, Entamoeba species also possess MBOAT-family LPLATs, resulting in a total of four LPLAT paralogs. The very short branch lengths between EcoLPLAT and EckLPLAT suggest high conservation across these strains. EcoLPLAT1/EckLPLAT1, EcoLPLAT2/EckLPLAT2, EdLPLAT1/EhLPLAT1, EdLPLAT3/EhLPLAT3, EdLPLAT4/EhLPLAT4, EdLPLAT5/EhLPLAT5, and EdLPLAT6/EhLPLAT6 showed high bootstrap values of 88, 100, 91, 99, 100, 100, and 100, respectively. The LPLATs in E. coli and amoebae may suggest lineage-specific gene duplication events that occurred before divergence within each lineage. HsLPLAT3–7 formed a separate evolutionary branch from the bacterial and protozoan groups. Notably, the pathogenic species E. histolytica possesses an additional protein, EhLPLAT7. Within the MBOAT family tree, EhLPLAT7 forms an independent branch that clusters more closely with the Entamoeba LPLAT3/4/5/6 group than with HsLPLATs (Figure 4B). These observations suggest that certain pathogenic species may possess expanded LPLAT repertoires relative to their non-pathogenic relatives.
4 Discussion
Membrane phospholipid biosynthesis has diversified significantly during evolution. To map these relationships, we constructed phylogenetic trees based on the conserved motifs of the AGPAT and MBOAT families. Our findings suggest that the structural diversification of these LPLATs may have driven the expansion of ecological niches and the development of specialized cellular functions. This evolutionary diversity is reflected in modern mammals; for instance, the 14 human and mouse LPLAT isoforms exhibit highly distinct tissue expression patterns and physiological roles. Specifically, LPLAT3 is highly expressed in the retina and testis, and its deficiency leads to visual dysfunction (
In this study, MBOAT-family LPLATs were not detected in prokaryotes. Although AGPAT-family LPLATs were identified in the prokaryotic bacterium E. coli, no LPLAT candidates were detected in archaeal genomes. Archaeal membrane lipids are structurally distinct from those of bacteria and eukaryotes, as they typically contain ether-linked isoprenoid chains at both the sn-1 and sn-2 positions of the glycerol backbone (
PA serves as the central precursor for the synthesis of many other phospholipids in the de novo pathway (Kennedy pathway). PA synthesis using a broad range of fatty acids may therefore represent a conserved and essential feature of membrane phospholipid metabolism across diverse organisms. In addition, the phylogenetic analysis identified several LPLAT candidates that could not be clearly classified into mammalian LPLAT groups (Figure 2). As with most LPLATs, enzymatic in vitro analyses combined with lipidomic studies of LPLAT knockout organisms will be essential to clarify the phospholipid species regulated by these LPLATs.
This study suggests possible functional links between LPLAT diversification and specific phospholipid metabolism. HsLPLAT11, which incorporates arachidonic acid into LPI, contributes to PI metabolism and phosphoinositide signaling pathways. A similar enzyme, DmLPLAT4 (farjavit), was identified in the arthropod D. melanogaster. DmLPLAT4 (farjavit) has been reported to synthesize arachidonic-acid–containing PI (
Other LPLAT groups may also have contributed to the evolution of lipid mediator pathways. HsLPLAT12 and DmLPLAT5 (nessy) incorporate arachidonic acid into LPC (
Among phospholipids, platelet-activating factor (PAF) is a potent phospholipid mediator (
Docosahexaenoic acid (DHA, C22:6) is a very long-chain fatty acid containing six double bonds and plays multiple functional roles in mammals (
Other enzymes such as mammalian LPLAT13 and mammalian LPLAT14, which preferentially utilize oleoyl-CoA (
Membrane phospholipids play important roles in immune function. Membrane nanodomains (also called microdomains), which are enriched in specific phospholipids, are involved in various cellular functions, including immunoreceptor signaling. These nanodomains serve as platforms for the accumulation of signaling molecules involved in immune receptor pathways, such as Src-family kinases, G proteins, and PIPs, thereby influencing T cell receptor (TCR) and B cell receptor (BCR) signaling (
Interestingly, differences in LPLAT repertoires were also observed between pathogenic and non-pathogenic species within the same genus. The pathogenic bacterium E. coli O157 contains one additional AGPAT-family LPLAT, EcoLPLAT3, compared with the non-pathogenic strain E. coli K-12. Similarly, the pathogenic amoeba E. histolytica contains one additional MBOAT-family LPLAT, EhLPLAT7, compared with the non-pathogenic species E. dispar. These additional enzymes may contribute to the synthesis of phospholipids involved in pathogenicity or may compensate for other LPLATs. The phospholipid biosynthetic pathway in E. histolytica has also been proposed, highlighting the importance of future studies (
To inhabit diverse environments rather than a specific one, organisms likely require a broad range of membrane properties to ensure adaptability. Furthermore, it can be inferred that diverse membrane phospholipid compositions were advantageous for the formation of complex tissues from multiple cell types and for the acquisition of specialized functions. Evaluating the effects of phospholipids on physicochemical properties is also an important issue. For example, LPLAT3-deficient mice, which show reduced levels of DHA-containing phospholipids, exhibit disruption of photoreceptor disc structures and abnormalities in sperm morphology. However, the molecular mechanisms by which phospholipid properties regulate these processes remain unclear. The observation that LPLATs are most abundant in animals, particularly in mammals, suggests a link between organismal evolution and the diversification of phospholipids and LPLATs. It can be inferred that diverse phospholipid compositions are advantageous for generating the wide range of cellular and organelle morphologies. In addition, the presence of highly unsaturated fatty acids may contribute not only to the diversification of lipid mediators but also to a potential role as a sink for lipid oxidation. Elucidating these mechanisms, including their possible involvement in the acquisition of pathogenicity, remains an important direction for future research.
5 Limitations
This study is based primarily on publicly available genome annotations, and therefore, some species may lack the information. BLAST-based searches can be influenced by the selected query sequence and the search parameters.
Phospholipid compositions in cells are regulated not only by LPLATs but also by multiple additional factors, such as acyl-CoA synthetases (
In this study, phylogenetic analyses were performed using newly identified candidate LPLAT proteins. Further biochemical and biological characterization of LPLATs from diverse organisms beyond humans and mice, both in vitro and in vivo, will contribute to a deeper understanding of the evolution of LPLATs and membrane phospholipids. Additionally, the phospholipid compositions of individual organisms should be analyzed to better understand the evolution of phospholipid biosynthesis. While sequence conservation represents potential enzymatic capabilities, the known variations between in vitro activity and in vivo phospholipid profiles highlight that sequence alone does not dictate cellular phenotype. Thus, these phylogenetic clusters should be viewed as predictive bases needing in vivo lipidomic studies.
Our results contained the weak nodes. While the deeper backbone nodes of the AGPAT tree lack strong bootstrap support, the functional divergence of these lineages is independently supported by distinct chromosomal distributions (e.g., chromosomes 5, 16, and 15 for HsLPLAT8/9/10) and diverging substrate preferences observed in experimental models.
6 Conclusion
Comparative analyses of LPLATs across diverse organisms suggest that membrane phospholipid remodeling diversified during organismal evolution in parallel with LPLAT diversification. Expansion of the LPLAT family, along with regulation of their tissue distribution and enzymatic activities, may have contributed to the generation of diverse membrane environments in living organisms. These findings support the idea that LPLAT diversification is closely associated with organismal evolution. The identification of pathogen-specific LPLAT expansions further indicates that these enzymes may contribute to the emergence of pathogenic traits, although further biochemical characterization of these LPLATs will be necessary. Even if certain LPLATs are not directly involved in pathogenicity, inhibitors targeting pathogen-specific LPLATs may represent potential targets for antimicrobial drug development. Thus, the evolutionary study of phospholipid metabolism provides insights not only into membrane biology and evolutionary processes but also into host defense and the control of infectious diseases.
Statements
Data availability statement
Publicly available datasets were analyzed in this study. This data can be found here: Amino acid sequences from NCBI database. Only accession numbers are listed in the Supplementary Tables 2 and 3.
Author contributions
HS: Visualization, Project administration, Funding acquisition, Writing – review & editing, Formal analysis, Data curation, Supervision, Writing – original draft, Conceptualization, Methodology, Investigation. YK: Data curation, Formal analysis, Writing – review & editing.
Funding
The author(s) declared financial support was received for this work and/or its publication. This work was supported by the Japan Institute for Health Security (JIHS) Intramural Research Fund (22T001, 24A1013, and 24A2011) and ONO Medical Research Foundation.
Acknowledgments
We would like to thank T. Shimizu, T. Hashidate-Yoshida, and T. Suzuki (Japan Institute for Health Security), and K. Yanagida and K. Nagata (The Jikei University School of Medicine) for their constructive comments.
Conflict of interest
The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
The author HS declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.
Generative AI statement
The author(s) declared that generative AI was used in the creation of this manuscript. Some parts of this manuscript were improved using a generative AI tool (ChatGPT), which was used solely for language editing and did not influence the scientific content.
Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fimmu.2026.1838657/full#supplementary-material
Supplementary Figure 1(A) Sequence alignment utilized in Figure 2A. AGPAT motifs in HsLPLAT8 were shown. (B) Sequence alignment utilized in Figure 2B. MBOAT motifs in HsLPLAT12 were shown.
Supplementary Figure 2(A) Sequence alignment utilized in Figure 4A. AGPAT motifs in HsLPLAT8 were shown. (B) Sequence alignment utilized in Figure 4B. MBOAT motifs in HsLPLAT12 were shown.
Supplementary Figure 3(A) Sequence alignment utilized in Figure 3A. AGPAT motifs in HsLPLAT8 were shown. (B) Sequence alignment utilized in Figure 3B. MBOAT motifs in HsLPLAT12 were shown.
Abbreviations
AccNo, accession numbers; acyl-ACP, acyl-acyl carrier protein; AGPAT, 1-acyl-glycerol-3-phosphate O-acyltransferase; CL, cardiolipin; DHA, docosahexaenoic acid; LPA, lyso-PA; LPAAT, LPA acyltransferase; LPC, lysophosphatidylcholine; LPCAT, LPC acyltransferase; LPI, lysophosphatidylinositol; LPLAT, lysophospholipid acyltransferases; MBOAT, membrane-bound O-acyltransferase; PA, phosphatidic acid; PAF, platelet-activating factor; PC, phosphatidylcholine; PE, phosphatidylethanolamine; PG, phosphatidylglycerol; PI, phosphatidylinositol; PIP, phosphoinositide; PS, phosphatidylserine; PUFA, polyunsaturated fatty acid; SAR, Stramenopiles–Alveolata–Rhizaria; and TLR, toll-like receptor. LPLAT names were described in Supplementary Table 1.
References
1
van MeerGVoelkerDRFeigensonGW. Membrane lipids: where they are and how they behave. Nat Rev Mol Cell Biol. (2008) 9:112–24. doi: 10.1038/nrm2330
2
AntonnyBVanniSShindouHFerreiraT. From zero to six double bonds: phospholipid unsaturation and organelle function. Trends Cell Biol. (2015) 25:427–36. doi: 10.1016/j.tcb.2015.03.004
3
HishikawaDValentineWJIizuka-HishikawaYShindouHShimizuT. Metabolism and functions of docosahexaenoic acid-containing membrane glycerophospholipids. FEBS Lett. (2017) 591:2730–44. doi: 10.1002/1873-3468.12825
4
NumataMVoelkerDR. Anti-inflammatory and anti-viral actions of anionic pulmonary surfactant phospholipids. Biochim Biophys Acta Mol Cell Biol Lipids. (2022) 1867:159139. doi: 10.1016/j.bbalip.2022.159139
5
ChenAZhangCDingWXNiHM. Mechanisms of scramblases in regulating hepatic lipoprotein secretion and autophagy. J Lipid Res. (2026) 67:100979. doi: 10.1016/j.jlr.2026.100979
6
ValentineWJYanagidaKKawanaHKonoNNodaNNAokiJet al. Update and nomenclature proposal for mammalian lysophospholipid acyltransferases, which create membrane phospholipid diversity. J Biol Chem. (2022) 298:101470. doi: 10.1016/j.jbc.2021.101470
7
KennedyEPWeissSB. The function of cytidine coenzymes in the biosynthesis of phospholipides. J Biol Chem. (1956) 222:193–214. doi: 10.1016/s0021-9258(19)50785-2
8
LandsWE. Metabolism of glycerolipides; a comparison of lecithin and triglyceride synthesis. J Biol Chem. (1958) 231:883–8. doi: 10.1016/s0021-9258(18)70453-5
9
HarayamaTShindouHOgasawaraRSuwabeAShimizuT. Identification of a novel noninflammatory biosynthetic pathway of platelet-activating factor. J Biol Chem. (2008) 283:11097–106. doi: 10.1074/jbc.m708909200
10
ShindouHEtoMMorimotoRShimizuT. Identification of membrane O-acyltransferase family motifs. Biochem Biophys Res Commun. (2009) 383:320–5. doi: 10.1016/j.bbrc.2009.04.013
11
YamashitaAHayashiYMatsumotoNNemoto-SasakiYOkaSTanikawaTet al. Glycerophosphate/acylglycerophosphate acyltransferases. Biology. (2014) 3:801–30. doi: 10.3390/biology3040801
12
HamanoFMatobaKHashidate-YoshidaTSuzukiTMiuraKHishikawaDet al. Mutagenesis and homology modeling reveal a predicted pocket of lysophosphatidylcholine acyltransferase 2 to catch acyl-CoA. FASEB Journal: Off Publ Fed Am Societies For Exp Biol. (2021) 35:e21501. doi: 10.1096/fj.202002591R
13
ZhangQYaoDRaoBJianLChenYHuKet al. The structural basis for the phospholipid remodeling by lysophosphatidylcholine acyltransferase 3. Nat Commun. (2021) 12:6869. doi: 10.1038/s41467-021-27244-1
14
OelkersPPokhrelK. Four acyltransferases uniquely contribute to phospholipid heterogeneity in Saccharomyces cerevisiae. Lipid Insights. (2016) 9:31–41. doi: 10.4137/LPI.S40597
15
ImaeRInoueTKimuraMKanamoriTTomiokaNHKage-NakadaiEet al. Intracellular phospholipase A1 and acyltransferase, which are involved in Caenorhabditis elegans stem cell divisions, determine the sn-1 fatty acyl chain of phosphatidylinositol. Mol Biol Cell. (2010) 21:3114–24. doi: 10.1091/mbc.E10-03-0195
16
SteinhauerJGijonMARiekhofWRVoelkerDRMurphyRCTreismanJE. Drosophila lysophospholipid acyltransferases are specifically required for germ cell development. Mol Biol Cell. (2009) 20:5224–35. doi: 10.1091/mbc.e09-05-0382
17
ColemanJ. Characterization of Escherichia coli cells deficient in 1-acyl-sn-glycerol-3-phosphate acyltransferase activity. J Biol Chem. (1990) 265:17215–21. doi: 10.1016/s0021-9258(17)44891-5
18
SuwanawatNOgawaTToyotakeYKawamotoJKuriharaT. Biochemical characterization and mutational analysis of lysophosphatidic acid acyltransferases of Escherichia coli highlighting their involvement in the generation of membrane phospholipid diversity. J Biochem. (2025) 177:259–72. doi: 10.1093/jb/mvae093
19
StalbergKStahlUStymneSOhlroggeJ. Characterization of two Arabidopsis thaliana acyltransferases with preference for lysophosphatidylethanolamine. BMC Plant Biol. (2009) 9:60. doi: 10.1186/1471-2229-9-60
20
ValentineWJShimizuTShindouH. Lysophospholipid acyltransferases orchestrate the compositional diversity of phospholipids. Biochimie. (2023) 215:24–33. doi: 10.1016/j.biochi.2023.08.012
21
ShindouHKosoHSasakiJNakanishiHSagaraHNakagawaKMet al. Docosahexaenoic acid preserves visual function by maintaining correct disc morphology in retinal photoreceptor cells. J Biol Chem. (2017) 292:12054–64. doi: 10.1074/jbc.M117.790568
22
Iizuka-HishikawaYHishikawaDSasakiJTakuboKGotoMNagataKet al. Lysophosphatidic acid acyltransferase 3 tunes the membrane status of germ cells by incorporating docosahexaenoic acid during spermatogenesis. J Biol Chem. (2017) 292:12065–76. doi: 10.1074/jbc.M117.791277
23
LeeHCInoueTSasakiJKuboTMatsudaSNakasakiYet al. LPIAT1 regulates arachidonic acid content in phosphatidylinositol and is required for cortical lamination in mice. Mol Biol Cell. (2012) 23:4689–700. doi: 10.1091/mbc.E12-09-0673
24
ShindouHShiraishiSTokuokaSMTakahashiYHarayamaTAbeTet al. Relief from neuropathic pain by blocking of the platelet-activating factor-pain loop. FASEB Journal: Off Publ Fed Am Societies For Exp Biol. (2017) 31:2973–80. doi: 10.1096/fj.201601183R
25
InagakiNFNakanishiHOhtoTShindouHShimizuT. LPCAT3/LPLAT12 deficiency in the liver ameliorates acetaminophen-induced acute liver injury. FASEB Journal: Off Publ Fed Am Societies For Exp Biol. (2024) 38:e23328. doi: 10.1096/fj.202301744R
26
MalikMASaqibMANMientjesEAcharyaAAlamMRWallaardIet al. A loss of function variant in AGPAT3 underlies intellectual disability and retinitis pigmentosa (IDRP) syndrome. Eur J Hum Genetics: EJHG. (2023) 31:1447–54. doi: 10.1038/s41431-023-01475-w
27
AgarwalAKAriogluEDe AlmeidaSAkkocNTaylorSIBowcockAMet al. AGPAT2 is mutated in congenital generalized lipodystrophy linked to chromosome 9q34. Nat Genet. (2002) 31:21–3. doi: 10.1038/ng880
28
TanosakiTMikamiYShindouHSuzukiTHashidate-YoshidaTHosokiKet al. Lysophosphatidylcholine acyltransferase 1 deficiency promotes pulmonary emphysema via apoptosis of alveolar epithelial cells. Inflammation. (2022) 45:1765–79. doi: 10.1007/s10753-022-01659-4
29
AdlSMSimpsonAGFarmerMAAndersenRAAndersonORBartaJRet al. The new higher level classification of eukaryotes with emphasis on the taxonomy of protists. J Eukaryot Microbiol. (2005) 52:399–451. doi: 10.1111/j.1550-7408.2005.00053.x
30
AdlSMBassDLaneCELukesJSchochCLSmirnovAet al. Revisions to the classification, nomenclature, and diversity of eukaryotes. J Eukaryot Microbiol. (2019) 66:4–119. doi: 10.1111/jeu.12691
31
MadeiraFMadhusoodananNLeeJEusebiANiewielskaATiveyARNet al. The EMBL-EBI Job Dispatcher sequence analysis tools framework in 2024. Nucleic Acids Res. (2024) 52:W521–5. doi: 10.1093/nar/gkae241
32
GuindonSDufayardJFLefortVAnisimovaMHordijkWGascuelO. New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0. Syst Biol. (2010) 59:307–21. doi: 10.1093/sysbio/syq010
33
GouyMGuindonSGascuelO. SeaView version 4: a multiplatform graphical user interface for sequence alignment and phylogenetic tree building. Mol Biol Evol. (2010) 27:221–4. doi: 10.1093/molbev/msp259
34
BenghezalMRoubatyCVeepuriVKnudsenJConzelmannA. SLC1 and SLC4 encode partially redundant acyl-coenzyme A 1-acylglycerol-3-phosphate O-acyltransferases of budding yeast. J Biol Chem. (2007) 282:30845–55. doi: 10.1074/jbc.M702719200
35
Jasieniecka-GazarkiewiczKDemskiKLagerIStymneSBanasA. Possible role of different yeast and plant lysophospholipid:acyl-CoA acyltransferases (LPLATs) in acyl remodelling of phospholipids. Lipids. (2016) 51:15–23. doi: 10.1007/s11745-015-4102-0
36
TamakiHShimadaAItoYOhyaMTakaseJMiyashitaMet al. LPT1 encodes a membrane-bound O-acyltransferase involved in the acylation of lysophospholipids in the yeast Saccharomyces cerevisiae. J Biol Chem. (2007) 282:34288–98. doi: 10.1074/jbc.M704509200
37
RiekhofWRWuJJonesJLVoelkerDR. Identification and characterization of the major lysophosphatidylethanolamine acyltransferase in Saccharomyces cerevisiae. J Biol Chem. (2007) 282:28344–52. doi: 10.1074/jbc.m705256200
38
JainSStanfordNBhagwatNSeilerBCostanzoMBooneCet al. Identification of a novel lysophospholipid acyltransferase in Saccharomyces cerevisiae. J Biol Chem. (2007) 282:30562–6. doi: 10.1074/jbc.m706326200
39
FukumotoJYoshidaMTokuokaSMESHHMiyazakiSSakuraTet al. Pivotal roles of Plasmodium falciparum lysophospholipid acyltransferase 1 in cell cycle progression and cytostome internalization. Commun Biol. (2025) 8:142. doi: 10.1038/s42003-025-07564-4
40
KawanaHKanoKShindouHInoueAShimizuTAokiJ. An accurate and versatile method for determining the acyl group-introducing position of lysophospholipid acyltransferases. Biochim Biophys Acta Mol Cell Biol Lipids. (2019) 1864:1053–60. doi: 10.1016/j.bbalip.2019.02.008
41
ImaeRInoueTNakasakiYUchidaYOhbaYKonoNet al. LYCAT, a homologue of C. elegans acl-8, acl-9, and acl-10, determines the fatty acid composition of phosphatidylinositol in mice. J Lipid Res. (2012) 53:335–47. doi: 10.1194/jlr.M018655
42
KawanaHOzawaMShibataTOnishiHSatoYKanoKet al. Identification and characterization of LPLAT7 as an sn-1-specific lysophospholipid acyltransferase. J Lipid Res. (2022) 63:100271. doi: 10.1016/j.jlr.2022.100271
43
SatoTUmebayashiSSenooNAkahoriTIchidaHMiyoshiNet al. LPGAT1/LPLAT7 regulates acyl chain profiles at the sn-1 position of phospholipids in murine skeletal muscles. J Biol Chem. (2023) 299:104848. doi: 10.1016/j.jbc.2023.104848
44
CaforioADriessenAJM. Archaeal phospholipids: structural properties and biosynthesis. Biochim Biophys Acta Mol Cell Biol Lipids. (2017) 1862:1325–39. doi: 10.1016/j.bbalip.2016.12.006
45
Hashidate-YoshidaTHarayamaTHishikawaDMorimotoRHamanoFTokuokaSMet al. Fatty acid remodeling by LPCAT3 enriches arachidonate in phospholipid membranes and regulates triglyceride transport. eLife. (2015) 21:6328. doi: 10.7554/eLife.06328
46
RongXWangBDunhamMMHeddePNWongJSGrattonEet al. Lpcat3-dependent production of arachidonoyl phospholipids is a key determinant of triglyceride secretion. eLife. (2015) 4:6557. doi: 10.7554/eLife.06557
47
ShimizuT. Lipid mediators in health and disease: enzymes and receptors as therapeutic targets for the regulation of immunity and inflammation. Annu Rev Pharmacol. (2009) 49:123–50. doi: 10.1146/annurev.pharmtox.011008.145616
48
PrescottSMZimmermanGAMcIntyreTM. Platelet-activating factor. J Biol Chem. (1990) 265:17381–4. doi: 10.1016/S0021-9258(18)38167-5
49
IshiiSShimizuT. Platelet-activating factor (PAF) receptor and genetically engineered PAF receptor mutant mice. Prog Lipid Res. (2000) 39:41–82. doi: 10.1016/s0163-7827(99)00016-8
50
SnyderF. Platelet-activating factor and its analogs: metabolic pathways and related intracellular processes. Biochim Biophys Acta. (1995) 1254:231–49. doi: 10.1016/0005-2760(94)00192-2
51
ShindouHIshiiSUozumiNShimizuT. Roles of cytosolic phospholipase A(2) and platelet-activating factor receptor in the Ca-induced biosynthesis of PAF. Biochem Biophys Res Commun. (2000) 271:812–7. doi: 10.1006/bbrc.2000.2723
52
WykleRLMaloneBSnyderF. Enzymatic synthesis of 1-alkyl-2-acetyl-sn-glycero-3-phosphocholine, a hypotensive and platelet-aggregating lipid. J Biol Chem. (1980) 255:10256–60. doi: 10.1016/s0021-9258(19)70457-8
53
ShindouHIshiiSYamamotoMTakedaKAkiraSShimizuT. Priming effect of lipopolysaccharide on acetyl-coenzyme A:lyso-platelet-activating factor acetyltransferase is MyD88 and TRIF independent. J Immunol. (2005) 175:1177–83. doi: 10.4049/jimmunol.175.2.1177
54
ShindouHHishikawaDNakanishiHHarayamaTIshiiSTaguchiRet al. A single enzyme catalyzes both platelet-activating factor production and membrane biogenesis of inflammatory cells. Cloning and characterization of acetyl-CoA:LYSO-PAF acetyltransferase. J Biol Chem. (2007) 282:6532–9. doi: 10.1074/jbc.m609641200
55
SuzukiTTaketomiYYanagidaKYoshida-HashidateTNagaseTMurakamiMet al. Re-evaluation of the canonical PAF pathway in cutaneous anaphylaxis. Biochim Biophys Acta Mol Cell Biol Lipids. (2025) 1870:159563. doi: 10.1016/j.bbalip.2024.159563
56
MorimotoRShindouHOdaYShimizuT. Phosphorylation of lysophosphatidylcholine acyltransferase 2 at Ser34 enhances platelet-activating factor production in endotoxin-stimulated macrophages. J Biol Chem. (2010) 285:29857–62. doi: 10.1074/jbc.M110.147025
57
MorimotoRShindouHTaruiMShimizuT. Rapid production of platelet-activating factor is induced by protein kinase Calpha-mediated phosphorylation of lysophosphatidylcholine acyltransferase 2 protein. J Biol Chem. (2014) 289:15566–76. doi: 10.1074/jbc.M114.558874
58
NakanishiHShindouHHishikawaDHarayamaTOgasawaraRSuwabeAet al. Cloning and characterization of mouse lung-type acyl-CoA:lysophosphatidylcholine acyltransferase 1 (LPCAT1): expression in alveolar type II cells and possible involvement in surfactant production. J Biol Chem. (2006) 281:20140–7. doi: 10.1074/jbc.m600225200
59
ChenXHyattBAMucenskiMLMasonRJShannonJM. Identification and characterization of a lysophosphatidylcholine acyltransferase in alveolar type II cells. PNAS. (2006) 103:11724–9. doi: 10.1073/pnas.0604946103
60
HarayamaTEtoMShindouHKitaYOtsuboEHishikawaDet al. Lysophospholipid acyltransferases mediate phosphatidylcholine diversification to achieve the physical properties required in vivo. Cell Metab. (2014) 20:295–305. doi: 10.1016/j.cmet.2014.05.019
61
BridgesJPIkegamiMBrilliLLChenXMasonRJShannonJM. LPCAT1 regulates surfactant phospholipid synthesis and is required for transitioning to air breathing in mice. J Clin Invest. (2010) 120:1736–48. doi: 10.1172/JCI38061
62
HarayamaTShindouHShimizuT. Biosynthesis of phosphatidylcholine by human lysophosphatidylcholine acyltransferase 1. J Lipid Res. (2009) 50:1824–31. doi: 10.1194/jlr.M800500-JLR200
63
HamaKFujiwaraYImaiKKusakabeYHayashiYTakashimaSet al. Phosphatidylcholine with C26:0 moiety, a precursor of a diagnostic marker for X-ALD, is synthesized by LPLAT10/LPEAT2. J Lipid Res. (2026) 67:100973. doi: 10.1016/j.jlr.2025.100973
64
KawanaHKataokaRSatoYOhnishiHIwamaTShimanakaYet al. LPLAT10/LPEAT2 produces atypical phospholipids with an unsaturated fatty acid at the sn-1 position. J Lipid Res. (2026) 67(4):101007. doi: 10.1016/j.jlr.2026.101007
65
HishikawaDYanagidaKNagataKKanataniAIizukaYHamanoFet al. Hepatic levels of DHA-containing phospholipids instruct SREBP1-mediated synthesis and systemic delivery of polyunsaturated fatty acids. iScience. (2020) 23:101495. doi: 10.1016/j.isci.2020.101495
66
KoeberleAShindouHHarayamaTShimizuT. Role of lysophosphatidic acid acyltransferase 3 for the supply of highly polyunsaturated fatty acids in TM4 Sertoli cells. FASEB Journal: Off Publ Fed Am Societies For Exp Biol. (2010) 24:4929–38. doi: 10.1096/fj.10-162818
67
EtoMShindouHShimizuT. A novel lysophosphatidic acid acyltransferase enzyme (LPAAT4) with a possible role for incorporating docosahexaenoic acid into brain glycerophospholipids. Biochem Biophys Res Commun. (2014) 443:718–24. doi: 10.1016/j.bbrc.2013.12.043
68
CaoJShanDRevettTLiDWuLLiuWet al. Molecular identification of a novel mammalian brain isoform of acyl-CoA:lysophospholipid acyltransferase with prominent ethanolamine lysophospholipid acylating activity, LPEAT2. J Biol Chem. (2008) 283:19049–57. doi: 10.1074/jbc.m800364200
69
EtoMShindouHYamamotoSTamura-NakanoMShimizuT. Lysophosphatidylethanolamine acyltransferase 2 (LPEAT2) incorporates DHA into phospholipids and has possible functions for fatty acid-induced cell death. Biochem Biophys Res Commun. (2020) 526:246–52. doi: 10.1016/j.bbrc.2020.03.074
70
ShimizuKOnoMMikamotoTUrayamaYYoshidaSHaseTet al. Overexpression of lysophospholipid acyltransferase, LPLAT10/LPCAT4/LPEAT2, in the mouse liver increases glucose-stimulated insulin secretion. FASEB Journal: Off Publ Fed Am Societies For Exp Biol. (2024) 38:e23425. doi: 10.1096/fj.202301594RR
71
SerhanCN. Pro-resolving lipid mediators are leads for resolution physiology. Nature. (2014) 510:92–101. doi: 10.1038/nature13479
72
HishikawaDShindouHKobayashiSNakanishiHTaguchiRShimizuT. Discovery of a lysophospholipid acyltransferase family essential for membrane asymmetry and diversity. PNAS. (2008) 105:2830–5. doi: 10.1073/pnas.0712245105
73
GijónMRiekhofWZariniSMurphyRVoelkerD. Lysophospholipid acyltransferases and arachidonate recycling in human neutrophils. J Biol Chem. (2008) 283:30235–45. doi: 10.1074/jbc.M806194200
74
KelsoCMaccaroneATde KroonAMitchellTWRenneMF. Temperature adaptation of yeast phospholipid molecular species at the acyl chain positional level. FEBS Lett. (2025) 599:530–44. doi: 10.1002/1873-3468.15060
75
HorejsiVHrdinkaM. Membrane microdomains in immunoreceptor signaling. FEBS Lett. (2014) 588:2392–7. doi: 10.1016/j.febslet.2014.05.047
76
Mi-IchiFTsugawaHYoshidaHAritaM. 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:e0017423. doi: 10.1128/msphere.00174-23
77
GrevengoedTJKlettELColemanRA. Acyl-CoA metabolism and partitioning. Annu Rev Nutr. (2014) 34:1–30. doi: 10.1146/annurev-nutr-071813-105541
78
MurakamiMSatoHTaketomiY. Updating phospholipase A2 biology. Biomolecules. (2020) 10:1–32. doi: 10.3390/biom10101457
79
KitaYShindouHShimizuT. Cytosolic phospholipase A2 and lysophospholipid acyltransferases. Biochim Biophys Acta Mol Cell Biol Lipids. (2019) 1864:838–45. doi: 10.1016/j.bbalip.2018.08.006
80
NiuWVuTDuGBogdanovMZhengL. Lysophospholipid remodeling mediated by the LplT and Aas protein complex in the bacterial envelope. J Biol Chem. (2024) 300:107704. doi: 10.1016/j.jbc.2024.107704
Summary
Keywords
cellular membrane, LPLAT, membrane diversity, membrane remodeling, pathogen, phospholipid
Citation
Shindou H and Kawai Y (2026) An evolutionary analysis of lysophospholipid acyltransferases generating membrane phospholipid diversity. Front. Immunol. 17:1838657. doi: 10.3389/fimmu.2026.1838657
Received
25 March 2026
Revised
01 July 2026
Accepted
22 July 2026
Published
10 August 2026
Volume
17 - 2026
Edited by
Pierre Pontarotti, Centre National de la Recherche Scientifique (CNRS), France
Reviewed by
Dennis B. Bela-ong, Gyeongsang National University, Republic of Korea
Cristina Colomer Winter, University of Geneva, Switzerland
Updates

Check for updates
Copyright
© 2026 Shindou and Kawai.
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: Hideo Shindou, shindou.h@jihs.go.jp
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.