Section
Characterizing the consequences of somatic mutations in well-defined epithelial cell models will help us understand the contribution of individual mutations and the potential to target treatments towards them. Various laboratory models have been used in the past, but have been limited by their inability to recapitulate the complex endometrial environment and by the resistance of these cells to long-term culture. The development of increasingly complex patient-derived in vitro models is now providing the necessary tools to understand the contribution of mutations to endometrial pathologies and to trial different therapeutics for individual responses.
Immortalized endometrial epithelial cell models were widely used in the past ( Table 2 ) ( Fig. 3 ). The introduction of telomerase reverse transcriptase protein (TERT) into proliferative endometrial epithelial cells overcomes replicative senescence ( Boccellino et al. , 2012 ) and provides a model that can easily be cultured for long periods. Many examples have been produced and manipulated in the past. The hEM3 cell line was established through immortalization and clonal selection and retains the natural characteristics of endometrial epithelium ( Park et al. , 2021 ).
In vitro models to study somatic mutations in endometrial pathologies . Endometrial models include immortalized cell lines, primary human epithelial cells, organoids and assembloids. Immortal cells are derived from epithelial tissues, genetically modified to retain proliferative capacity. They are limited by genetic drift and an inability to capture patient heterogeneity. Primary human endometrial epithelial cells derived from resected human tissue can be cultured as monolayers under specific conditions. They retain the individual patient character; however, they are limited by a finite life span, and they lack cellular polarity and three-dimensional structure. Organoids are patient-derived epithelial cells grown from epithelial fragments that generate multiple cell types of the epithelial lineage to create polarized cells that maintain three-dimensional gland-like structures. Organoids better recapitulate the in vivo environment as they contain multiple cell states but still lack a tumour microenvironment. Assembloids are organoid co-cultures and endometrial stromal cells that mimic the microenvironment. While they are an improvement, they still lack vascularization and immune components. Created in BioRender. Subramaniam, S. (2026) https://BioRender.com/hjxfzc8 .
Summary of endometrial pre-clinical models and their key features.
Easy to culture and expand
Cost effective
Infinite growth
Limited by their inability to recapitulate the complex and dynamic endometrial tumour microenvironment
Lack of cellular heterogeneity
Limited cell interactions
Genetic drift in long periods of culture
Drug screening
Functional assays
Retain the individual characteristics of the patient
Limited lifespan
Slow growth rate
Represent only a single differentiated state of the cell
Do not recapitulate the complex and dynamic endometrial microenvironment
Functional assays
Assays to identify invitro effects
Drug response
Molecular and genetic studies
Recapitulates the properties and features of in vivo tissue
Genetically stable
Long term experiments possible
Matrigel does not mimic natural endometrial extra cellular matrix
Lack of immune and stromal cell interaction
Mutational and genetic studies
Drug screening studies and personalized medicine
High throughput screening studies
Mimic dynamic endometrial microenvironment
Study of cell–cell interactions
Time consuming experimental setup
Limited complexity compared to endometrium
High-throughput drug screening studies
Mutational and genetic studies
Tool for precision therapy
Immortalized endometrial epithelial cells have been used to investigate the consequences of KRAS and PIK3CA mutations ( Hossain et al. , 2021 ). HMOsisEC10 (Wild-type), KRAS -mutant, and PIK3CA -mutant cell lines were established from surface epithelial tissue of ovarian endometriosis by the triple expression of an active CDK4 mutant (CDK4 R24G ), cyclin D1 , and hTERT . The mutant cell lines exhibited a higher rate of cell proliferation, invasion, and migration as well as resistance to premature senescence. Neither of the mutant cell lines developed colonies in the soft agar assay, strengthening the theory that multiple genetic mutations are essential for a benign-to-malignant transformation to occur.
While useful, immortalized cell lines have limitations, particularly for studying the consequences of mutations. They are limited by patient heterogeneity and by their inability to recapitulate the complex and dynamic endometrial environment or early developmental cell states. They also rely on the continued expression of exogenous genes, which can induce genomic instability, making it difficult to be sure the observed effects are due to the mutation of interest and not the consequence of genetic drift that occurs over long periods of culture. It is for these reasons that more complex in vitro models are being sought for studying the genetic contribution towards endometrial epithelial cell pathologies.
Primary endometrial epithelial cells derived from resected human tissue can be cultured as monolayers ( Chen and Roan, 2015 ) to avoid some of the limitations associated with immortalized cell lines ( Kyo et al. , 2003 ). They can also retain the individual characteristics of the patient, an important feature when studying heterogeneous diseases. They are, however, limited by a finite life span ( Table 2 ) and several approaches have been used to overcome this limitation ( Awatade et al. , 2018 ). Conditional reprogrammed epithelial cells (CRC) ( Liu et al. , 2012 ; Suprynowicz et al. , 2012 ) are established by maintaining epithelial cells with irradiated mouse fibroblast feeder cells ( Wu et al. , 2020 ) in specialized media that inhibits Rho-associated protein kinase (ROCK). This method stimulates the continuous doubling of epithelial cells without compromising the characteristic epithelial cell morphology and genome stability.
Similar to immortalized cell lines, there are limitations for these conditionally reprogrammed primary cells. Cells grown as monolayers represent only a single differentiated state of the cell and they lack the critical contributions of the surrounding microenvironment. Studies have reported that epithelial cells fail to reproduce the complex and dynamic environments of in vivo tissues and may not be responsive after a few passages ( Iruela-Arispe et al. , 1999 ; Hibaoui and Feki, 2020 ).
Organoids are patient-derived in vitro models generated from adult stem cells that are cultured in 3D to recapitulate the properties and features of the in vivo tissue ( Table 2 , Fig. 3 ). Single-cell analysis of estrogen-treated organoids identified a mixture of epithelial cells, including proliferative, ciliated, unciliated, and stem-cell types, with organoids treated with estrogen, progesterone, and cAMP, revealing a secretory cell population ( Fitzgerald et al. , 2019 ). The number of ciliated cells increased with estrogen treatment, and similar results were found in vivo , supporting estrogen regulation of cilia formation.
A number of studies are beginning to show that organoids are a reliable model to recapitulate endometrial pathologies ( Boretto et al. , 2019 ; Marr et al. , 2025 ). However, limitations of these models still exist. Reproducibility is limited by the ill-defined contents of commonly used hydrogels for 3D growth and the lack of non-epithelial cells such as mesenchymal, endothelial or immune cells in the models, limiting their resemblance to the in vivo environment.
Organoids offer great potential for studying the influence of somatic mutations in multipotent, clonally expanding cells. Endometrial mutations in FBXW7 , ARID1A , and PTEN in primary microsatellite instability tumours were retained in organoids with serial passaging, and 21 of the most frequently mutated genes in endometrial cancer tumours were identified in organoids derived from this tissue ( Boretto et al. , 2019 ). This result suggests that organoids closely resemble the tumour tissue at the genetic level and represent a significant advance in the ability to study the acquisition and consequence of mutations in endometrial epithelial cells.
Assembloids are organoids that have been co-cultured with stromal cells to address some of the limitations noted above ( Rawlings et al. , 2021 ) ( Table 2 , Fig. 3 ). Co-culturing of epithelial and stromal cells on collagen scaffolds was also confirmed with the EPCAM + epithelial and EPCAM - stromal cells ( Abbas et al. , 2020 ). A recently published paper illustrated the importance of multicellular organoid co-culture models and the introduction of defined matrices to study their cellular interactions ( Gnecco et al. , 2023 ). These studies demonstrated that co-culture models generate significant insights into the molecular dynamics in the development of endometrium and reproductive disorders. There remain challenges, however, in strengthening these models further, as they currently lack blood vessels or immune cells. Additionally, due to the dynamic nature of the endometrium, synchronization of the relative developmental stage of each cell type could have significant impacts on their interaction and cellular behaviour.
Gene editing of in vitro models is used to study pathology and mutations and to validate drug targets. In the case of organoids established from progenitor cells, there is also the potential to assess mutations on cellular differentiation. Genomic editing of endometrial epithelial in vitro models has been limited to date, potentially due to the difficulties in establishing epithelial cell models, but also through the need to manipulate cells in their stem cell state and outside the supporting Matrigel to effectively achieve transduction.
Genetic manipulation has however been performed in intestinal organoids ( Ringel et al. , 2020 ), colon cancer ( Boretto et al. , 2024 ), and cystic fibrosis-derived intestinal organoids ( Schwank et al. , 2013 ). Stable adult stem cell knock-in organoids have also been generated for colon cancer ( Cortina et al. , 2017 ; Shimokawa et al. , 2017 ). The evolution of the complex in vitro models of the endometrial environment, coupled with our rapidly expanding ability to create genetic perturbations, is creating the potential to elucidate the consequences of genetic variants in endometrial epithelial cells.
Somatic
The cyclical replication of epithelial cells, as required for the regenerative process, increases the chance of random genetic errors arising in the daughter cells. These could be propagated through subsequent cycles or inherited by non-shedding cells within ectopic endometrial tissues, such as lesions of endometriosis or adenomyosis. Evidence supports an increased incidence of mutations in epithelial cells in both normal endometrium and in benign lesions ( Suda et al. , 2019 ). Whether this high mutation rate contributes to these pathologies is an open question; however, the presence in both eutopic and ectopic epithelial cells are increasingly being catalogued ( Table 1 ).
Somatic mutations observed in endometrial and endometriotic tissue.
• For whole genome and whole exome sequencing studies, genes are only included if specifically addressed by the original article.
• Numbers represent the patients with mutations/number of patients examined.
• If several different techniques were used results of both were included.
SUP, superficial endometriosis; OMA, endometrioma; DIE, deeply infiltrating endometriosis.
The low frequency of mutations in normal tissue makes their investigation technically challenging. Several strategies to enrich the cells that harbour mutations have been trialled, including sequencing of in vitro clones ( Blokzijl et al. , 2016 ), the collection of small biopsies containing distinct structural elements ( Martincorena et al. , 2015 , 2018 ), and the sequencing of single cells ( Lodato et al. , 2018 ). Microdissection and targeted gene-sequencing confirmed that endometrial mutations are largely confined to the epithelial compartment ( Suda et al. , 2019 ).
Further attempts to enrich the mutation-containing cells by the examination of individual glands revealed a heterogeneous endometrial landscape. Individual glands within the same endometrium display variations in their mutational profile. Whole-exome and targeted sequencing of 11 endometrial glands identified mutations in multiple cancer-associated genes, including phosphatidylinositol-4,5-Bisphosphate 3-Kinase Catalytic Subunit Alpha ( PIK3CA) , Kirsten Rat Sarcoma Viral Oncogene Homolog (KRAS) , Rho GTPase-activating protein 35 (ARHGAP35) and Phosphoinositide-3-Kinase Regulatory Subunit 1 (PIK3RA) ( Suda et al. , 2018 ). Analysis of 257 histologically normal endometrial glands from 28 women found 12 genes that displayed positive selection within glands: PIK3CA, PIK3R1 , ARHGAP35 , F-Box , and WD Repeat Domain-Containing 7 (FBXW7) , Zinc Finger Homeobox 3 (ZFHX3) , Forkhead Box A2 (FOXA2) , Erb-B2 Receptor Tyrosine Kinase 2 (ERBB2) , Chromodomain Helicase DNA-Binding Protein 4 (CHD4), KRAS , Speckle-Type POZ Protein (SPOP) , Protein Phosphatase 2 Scaffold subunit Alpha (PPP2R1A) , and Erb-B2 Receptor Tyrosine Kinase 3 (ERBB3) ( Moore et al. , 2020 ). Targeted sequencing of 98 women identified mutations in KRAS pG12/G13 (59.18%), PIK3CA p.H1047 (19.38%), and PPP2R1A (15.31%) in normal endometrium and myometrium from women with adenomyosis, with the prevalence being significantly associated with parity ( Inoue et al. , 2020 ).
Clonality is a key concept for epithelial mutations to drive endometrial disease. Most genetic alterations are either harmless, producing no influence on phenotype, or so deleterious that cells cannot survive ( Lynch et al. , 2016 ). Clonality occurs when there is positive selection of mutant cells that better fit their environment ( Watson et al. , 2020 ). In the endometrium, significant clonal expansion likely occurs early in the menstrual cycle with positive selection. Mutations in mature cells are shed during menstruation, whereas mutations acquired early or in the basalis may remain and re-establish clonal glands in the next cycle. This suggests that epithelial mutations acquired in early epithelial cell development may have more severe consequences and lead to clinical manifestations. Identifying recurring molecular alterations in endometrial samples collected over time may help to identify women at risk of benign or malignant conditions. Studies have shown that genomic and epigenetic changes in endometrial tissue may lead to the clinical diagnosis. For example, the presence of aberrant DNA methylation patterns and somatic mutations in benign endometrial biopsies has been shown to correlate with future development of endometrial cancer ( Multinu et al. , 2020 ). Another study indicated that molecular analysis of endometrial biofluids may improve the early detection, risk stratification, and monitoring of women with endometrial hyperplasia, who are at risk of developing endometrial cancer ( Weng et al. , 2022 ).
Previous studies support the clonal expansion of endometrial glands. Using X chromosome inactivation, a monoclonal composition of endometrial epithelial glands was identified ( Tanaka et al. , 2003 ). Analysis of individual glands within the endometrium revealed that 91% of the glands were clonal with a distribution of variant allele frequency (VAF) of between 0.3 and 0.5, suggesting that each gland is descended from a distinct single progenitor stem cell ( Moore et al. , 2020 ). A targeted analysis of KRAS and PIK3CA in ten endometrial glands from three different sections from three different women revealed a varying degree of mutations ranging from 0% to 50% for PIK3CA in particular, which indicates clonal expansion ( Sato et al. , 2023 ).
Endometriosis is the growth of endometrial cells outside the uterine cavity. It is believed to arise from endometrial cells that are refluxed into the peritoneal cavity during menstruation ( Sampson, 1927 ) and this has been demonstrated for human endometrial stem/progenitor cells ( Masuda et al. , 2021 ). Stem/progenitor cells, which are shed and transported through retrograde menstruation, are clonogenic and could initiate endometriosis lesions ( Cousins et al. , 2018 ). While a molecular-based consensus of endometriosis subtypes is still lacking ( International working group of AAGL, ESGE, ESHRE and WES et al ., 2021 ), the lesions are currently separated into three groups based on anatomical location and surgical appearance ( Chapron et al. , 2011 ): superficial peritoneal lesions (SUP) grow on the lining of the peritoneal cavity; ovarian endometrioma (OMA) are found on the ovaries; and deeply infiltrating endometriosis (DIE) lesions, the most severe form, are characterized by infiltration greater than 5 mm into the underlying tissue.
The first indication that mutations in endometriosis tissue may have consequences for disease progression occurred when targeted mutations of G12D KRAS cells in the bursal cavity of BALB/C mice resulted in benign epithelial lesions that closely resembled endometriosis ( Dinulescu et al. , 2005 ). Later, a study identified AT Rich Interaction Domain 1A ( ARID1A) mutations in two atypical endometriosis lesions, contiguous with clear cell ovarian cancer ( Wiegand et al. , 2010 ). Subsequent research is beginning to catalogue the incidence and prevalence of mutations in endometriosis across the different anatomical subtypes.
Parallels have been drawn between DIE, as the most invasive and severe form of the disease, and malignant tissue, leading to the search for somatic driver mutations ( Horne and Missmer, 2022 ). An early study applying exome sequencing on 27 DIE lesions from 24 patients identified mutations in 19 samples ( Table 1 ). Five patients were found to have mutations in cancer driver genes ( ARID1A , PIK3CA , KRAS , and PPP2R1A) ( Anglesio et al. , 2017 ), suggesting they may have a role in establishing non-malignant lesions. A follow-up study of 36 DIE lesions with targeted sequencing of 33 genes identified mutations in KRAS (7/36) and Beta-catenin (CTNNB1) ( 1/36) ( Lac et al. , 2019 ). Using orthogonal methods, including digital droplet polymerase chain reaction (ddPCR), additional mutations in ERBB2, PIK3CA , and CTNNB1 were observed in the glandular epithelium ( Lac et al. , 2019 ) and, finally, with immunohistochemistry, a loss of Phosphatase and Tensin Homolog (PTEN) protein expression in 5 out of 36 patients was also observed ( Lac et al. , 2019 ). Altogether this study identified 13 samples of these 36 cases with mutations in cancer driver genes ( Lac et al. , 2019 ). In contrast, targeted sequencing of 1,296 genes in the epithelial cells excised from the glandular region of 13 DIE lesions identified only 28 variants, all of which had a low minor allele frequency (MAF) (<10%) ( Koppolu et al. , 2021 ). A study of 85 driver genes in a custom-designed panel found mutations in only 5 of the genes ( Koppolu et al. , 2021 ). Only one sample had a KRAS mutation (p.Gly12Asp) that occurred alongside a mutation in p53 (p.Glu271Lys) ( Koppolu et al. , 2021 ). Genes mutated in more than one patient included the passenger genes, Alpha Thalassemia/Mental Retardation Syndrome X-Linked ( ATRX) , Ryanodine Receptor 1 ( RYR1) , and Dynein Axonemal Heavy Chain 7 ( DNAH7) ( Koppolu et al. , 2021 ). A focus on KRAS codons 12 and 13, the most commonly mutated region of this gene, found no mutations in 13 DIE lesions ( Kim et al. , 2018 ). Together, the current literature suggests a complex heterogeneous landscape of mutations in DIE lesions potentially driven by variations in location, age and fibrosis.
Endometrioma (OMA) is the growth of endometriotic lesions on the ovary. A spectrum of mutations has also been reported in the epithelial cells within endometrioma, although the genes vary across studies ( Table 1 ). Using a discovery cohort of 13 endometriomas and whole exome sequencing, mutations were observed in 15 genes, including KRAS (8/13), PIK3CA (3/13) , Titin (TTN) (4/13), FBXW7 (1/13), ARHGAP35 (1/13), PPP2R1A (0/13) , Mucin 6, Oligomeric Mucus/Gel-Forming (MUC6) (2/13) , Plexin B2 (PLXNB2) (1/13) , CUB and Sushi Multiple Domains 3 (CSMD3) (1/13) , Fibrillin 2 (FBN2) (2/13) , HEAT repeat containing 1 (HEATR1) (3/13), KIAA1109 (2/13), PIK3R1 (1/13) , taste receptor type 2 ( TAS2R31) (3/13) , Protein Tyrosine Phosphatase, Non-Receptor Type 13 (PTPN13) (1/13) and Facioscapulohumeral Muscular Dystrophy Region Gene 1 ( FRG1) (2/13) ( Suda et al. , 2018 ) . KRAS was the most frequently mutated gene at hotspot amino acids within codons 12, 13, or 16 ( Suda et al. , 2018 ). In contrast, targeted analysis of KRAS , PPP2R1A, PIK3CA, ARID1A , B- Raf Proto-Oncogene, Serine/Threonine Kinase ( BRAF) , NRAS Proto-Oncogene, GTPase ( NRAS) , HRAS Proto-Oncogene, GTPase ( HRAS) , Extracellular Signal-Regulated Kinase 1 ( ERK1) and ERK2 and PTEN in 101 ovarian endometriosis samples found only four mutations in three lesions, including a KRAS p.G12V, PPP2R1A p.S256F mutation, and two ARID1A nonsense mutations (p.Q403 and p.G1926) ( Zou et al. , 2018a ).
Studies targeting the mutant alleles of KRAS p.G12V in 26 endometriomas identified 10 mutations, with suggestions that these mutations were associated with inflammation and intratumor heterogeneity ( Yachida et al. , 2021 ). Another study on KRAS mutations on codons 12 and 13 in 12 OMA samples found no mutations ( Kim et al. , 2018 ). A targeted approach has also been used to investigate Transcription regulating factor 1 ( TRERF1 ) (2/92, 2.2%) ( Cao et al. , 2018 ), CCCTC-binding factor ( CTCF ) (2/92, 2.2%), and Myosin Heavy Chain 8 ( MYH8) mutations (2/152) ( Lou et al. , 2020 ). Examination of the entire coding sequence of Caspase Recruitment Domain Family member 10 ( CARD10) and CARD11 in 101 patients with ovarian endometriosis identified four novel somatic mutations, two in-frame deletions of CARD10 and two heterozygous missense mutations in CARD11 ( Zou et al. , 2018b ). A relationship between endometrioma mutations and clinical outcomes is still lacking. However, there is some evidence that KRAS mutations and somatic PTEN loss are associated with disease severity ( Orr et al. , 2023 ; Tucker et al. , 2025 ). KRAS mutations and PTEN loss are correlated with more severe anatomical subtypes such as DIE and OMA.
The mutational profile of SUP is yet to be investigated as thoroughly as either OMA or DIE lesions. One investigation on 40 iatrogenic lesions excised from various locations, including the abdominal wall and recto-uterine pouch, performed in parallel with DIE lesions, identified mutations in four patients, including KRAS (2/40), PIK3CA (1/40), and ERRB2 (1/40), although with a rate of mutations less than that observed in DIE lesions ( Lac et al. , 2019 ). A study on rare cases of endometriosis-associated intestinal tumours in two patients using whole exome sequencing identified frameshift mutations in ARID1A , PTEN , and p53 ( Kurose et al. , 2021 ). Another study that included 18 SUP lesions from a Korean population found no mutations in codon 12 or 13 of KRAS ( Kim et al. , 2018 ).
Common mutations that occur in different lesions are of particular interest as they suggest a shared precursor mutation and may provide insight into disease pathogenesis. As such, there have been attempts to compare rates and identity of mutations across endometriosis subtypes within the same patient. In one case, samples were collected from the right and left ovary of the same patient and investigation of their mutational status found that one lesion harboured mutations in KRAS , whereas the other lesion contained a mutation in PTEN , suggesting that either these lesions were not seeded from the same precursor cell, or that they had developed differently over time ( Suda et al. , 2018 ).
Differences in the rate of mutations across subtypes have also been observed. Analysis of KRAS codon 12 mutations indicated variations in anatomical subtypes with superficial-only lesions (35.1%), showing the lowest proportion of mutations when compared to either OMA only, DIE only (60.6%), or mixed anatomic subtypes (60.6%), supporting an association of increased mutations with more severe or progressed lesions ( Orr et al. , 2023 ). In 59 lesion samples, hotspot mutations were observed in 27 samples (45.8%) with the most common being PIK3CA , followed by KRAS and CTNNB1 : a trend that was consistent in all lesion subtypes, although with OMA showing the highest percentage of mutations ( Praetorius et al. , 2022 ). Significantly, these authors reported evidence of identical mutations in different lesions within the same patient, suggesting a common ancestor cell ( Praetorius et al. , 2022 ), supporting a shared pathogenesis. KRAS G12D was the most likely mutation to become clonal ( Orr et al. , 2023 ).
Adenomyosis is characterized by endometrial-like epithelium and stroma invading the myometrium, often leading to uterine enlargement, pain, and prolonged menstrual bleeding ( Buggio et al. , 2021 ). Mutational profiling of epithelial cells in adenomyosis identified 134 unique synonymous and non-synonymous single-nucleotide polymorphisms (SNPs) in 31 out of 51 adenomyosis patients, with a mean of 2.6 mutations per individual with a low variant allele frequency mean of 4.8% ( Inoue et al. , 2019 ), similar to endometriosis ( Table 1 ). KRAS mutations were found in 37.1% of the cases, most commonly in p.G12, and PIK3CA mutations were also confirmed ( Inoue et al. , 2019 ). Importantly, the presence of KRAS mutations was also observed in surrounding normal epithelial cells, supporting the theory that the acquisition of KRAS mutations enhances the invasiveness and proliferative capacity. Sequencing in 17 patients also identified KRAS and ARID1A as the most commonly mutated genes ( Chao et al. , 2023 ). More recently, an examination of 16 adenomyosis samples identified mutations in 81 different genes, although only one of these, PIK3CA , appeared in more than one sample (two samples) with a higher mutation per sample than in endometrial or endometriosis samples ( Li et al. , 2021 ). It has been proposed that the association of adenomyosis with parity might be mediated through an increase in mutations in normal endometrium induced by physical stressors, including uterine contractions and vaginal delivery, which lead to increased cellular proliferation ( Inoue et al. , 2020 ).
An analysis of the canonical function of all genes associated with somatic mutations ( Table 1 ) suggested roles in cell proliferation, growth, migration, transcriptional and genomic dysregulation, immune or hormone signaling changes, and telomerase activity changes. To further investigate the potential biological consequences of these mutations, a combined analysis using the STRING database ( von Mering et al. , 2003 ) was performed. All genes listed in Table 1 were combined, duplicates were removed, and the resulting gene set was interrogated against the human database to perform functional enrichment and network analysis. Pathway enrichment using KEGG identified endometrial cancer and prostate cancer pathways as the most significantly enriched pathways ( Fig. 2A ; Supplementary Table S1 ). Annotation using UniProt further indicated enrichment of genes classified as tumour suppressors and proto-oncogenes ( Fig. 2B ; Supplementary Table S2 ). Subcellular localization analysis revealed that many of the encoded proteins are associated with components of the plasma membrane ( Fig. 2C ; Supplementary Table S3 ). Protein complex enrichment highlighted associations with both the PTEN signaling complex and the mTOR complex ( Fig. 2D ; Supplementary Table S4 ). Consistent with these findings, molecular function and biological process enrichment analyses identified signaling pathways related to ErbB signaling and phosphatidylinositol kinase activity as significantly over-represented ( Fig. 2E and F ; Supplementary Tables S5 and S6 ). This analysis therefore suggests that somatic mutations in the endometrium converge on signaling pathways and may have critical impacts on the regulation of epithelial growth, survival and cellular homeostasis, particularly within the PI3K–PTEN–mTOR axis.
Functional enrichment analysis of genes carrying somatic mutations in endometrial tissue . ( a ) KEGG pathway enrichment analysis identified endometrial cancer and prostate cancer pathways as the most significantly enriched pathways ( b ) Functional annotation using UniProt identified enrichment of genes classified as tumour suppressors and proto-oncogenes. ( c ) Subcellular localization analysis revealed that many encoded proteins are associated with the plasma membrane. ( d ) Protein complex enrichment analysis identified significant associations with the PTEN signaling complex and the mTOR complex. ( e ) Gene ontology enrichment analyses of molecular function showed significant over-representation of pathways related to ErbB signaling. ( f ) Biological process enrichment analyses identified signaling pathways related to phosphatidylinositol kinase activity.
Endometrial
The human endometrium is a dynamic and regenerative tissue. It renews monthly through cyclical regeneration from adult stem/progenitor cells and is associated with reproductive pathologies, such as endometriosis and adenomyosis. The human endometrium is the lining of the uterus and originally derived from embryonic mesoderm ( Ye et al. , 2011 ). Morphologically, it comprises two layers: the basalis and functionalis ( Fig. 1 ). The thin deep germinal basalis layer remains from cycle to cycle while the upper functionalis layer is highly regenerative ( Jabbour et al. , 2006 ). Towards the end of the menstrual cycle, apoptosis can be observed, and shedding of the functionalis occurs. The process of endometrial shedding starts superficially and gradually progresses to the deeper layers, lasting for 3–5 days, after which regeneration commences from the basal layer ( Maybin and Critchley, 2015 ).
Shedding, growth and differentiation of endometrial epithelial cells . The endometrium consists of the basalis and functionalis layer, with the basalis remaining throughout the menstrual cycle, while the functionalis is regenerated from the epithelial stem/progenitor cells residing in the horizontal branching glands of the basalis. Basalis SSEA-1+ epithelial cells from gland stumps migrate over the denuded endometrium to re-epithelialise it or repair it, thereby generating the new luminal epithelium. During the proliferative stage, estrogen dominance drives the rapid proliferation of the glandular and luminal epithelial cells (transit amplifying cells) of the vertical glands as they extend vertically into the functionalis, to generate a mucosa up to 10 mm in thickness. Multiple vertical glands can emanate from the same horizontal glandular segments, indicating that mature independent glands share common cellular origins. In the secretory phase under progesterone dominance, the epithelial cells of the glands differentiate into secretory cells producing a histiotroph for nourishing an implanting blastocyst until placentation is fully established. Differentiated ciliated epithelial cells are distributed in both the glandular and luminal epithelium. Created in BioRender. Subramaniam, S. (2026) https://BioRender.com/6ps9y39 .
During regeneration, endometrial epithelial cells acquire mutations at rates higher than those observed for stromal cells and higher than what would normally be expected for epithelium ( Suda et al. , 2019 ). These mutations are largely confined to epithelial cells. In micro-dissected endometriotic lesions, somatic mutations were observed to be significantly enriched in the epithelium and not in the stromal component ( Noe et al. , 2018 ). Whole‑exome and targeted sequencing studies of deep infiltrating endometriosis (DIE) also showed that known cancer driver mutations were limited to the epithelial cells, with no detectable mutations in the stromal cells of the same lesions ( Anglesio et al. , 2017 ). However, evidence from a recent study suggests that, while uncommon, somatic mutations can also be detected in the stromal compartment, indicating that stromal contribution may not be entirely absent ( Olafsson et al. , 2026 ).
Together, these findings support epithelial cells as the primary carriers of somatic alterations in endometriosis, whereas stromal cells do not show the same frequency of mutations. Extensive proliferation of epithelial cells that harbour mutations within individual glands may result in regions of the endometrium with an altered genetic profile, potentially impacting the function of otherwise normal glands or contributing to the development of pathology. The role these mutations play in endometrial pathologies is not yet clear, but deserves further attention. Historically, we have had a limited ability to study endometrial epithelial function and the implications of genetic alterations, but this is changing with development of new tools and approaches.
In human endometrium, the regenerative capacity is facilitated by stem/progenitor cells located in the basalis endometrium ( Gargett, 2004 , 2007 ). These epithelial progenitor cells, identified by the N-cadherin marker in the horizontal branching glands of the deep basalis, are quiescent and rarely proliferate, despite expressing estrogen receptor alpha (ESR1) ( Valentijn et al. , 2013 ; Nguyen et al. , 2017 ) ( Fig. 1 ). In the early proliferative stage, glands emanate from horizontal basalis gland segments ( Yamaguchi et al. , 2021 ), generating the vertical glands which contain the dividing epithelium of the functionalis glands ( Fig. 1 ). At this stage, the functionalis epithelial glands are straight, narrow, and tubular, and lined with low columnar epithelium. With each round of cell division, the epithelial cells become more differentiated and gradually lose their proliferative capacity, as the vertical glands grow and give rise to the luminal epithelium ( Gargett, 2007 ). This differentiation occurs under the influence of progesterone during the secretory phase ( Gargett et al. , 2008 ). If no embryo is present, or if the embryo does not implant or is developmentally compromised ( Norwitz et al. , 2001 ), the progesterone levels fall, and a new cycle commences with the shedding of the functionalis layer during menstruation.
New insights into the structure of the basalis glands, from lineage tracing of mitochondrial DNA mutations ( Tempest et al. , 2020 ) and by tissue clearing and 3D imaging, have revealed horizontal, rhizome-like glandular structures that overlap and extend across multiple regions to provide deep connections between otherwise independent glands ( Yamaguchi et al. , 2022 ). Multiple vertical glands emanate from the same horizontal glandular segment, indicating that mature independent glands share common cellular origins in this basalis structure ( Fig. 1 ).
As the proliferation continues, both luminal and glandular epithelium form the new functionalis ( Fig. 1 ). These epithelial cells develop from the basalis epithelial progenitors through a coordinated exposure to estrogen and progesterone ( Maybin and Critchley, 2015 ). Estrogen secreted by the developing ovarian follicle binds to ESR-1 from the endometrial stromal cells, inducing the proliferation of N-cadherin-negative glandular epithelial cells in the nascent vertical glands ( Cunha et al. , 2017 ; Nguyen et al. , 2017 ). The precise timing of when the endometrial epithelial cells become responsive to estrogen remains unknown.
The luminal epithelial lining the inner surface of the uterus is the site of initial attachment and implantation of the embryo ( Fukui et al. , 2019 ). Tall columnar luminal epithelial cells, originally derived from the basalis gland epithelium, cover the surface of the uterine lumen, serving as a barrier which separates the uterine contents from the underlying tissue. After ovulation, proliferation slows, and in response to progesterone, the luminal epithelial cells change their morphology to short columnar or cuboidal cells, and the glandular cells differentiate into secretory cells, which secrete histotrophic factors essential for embryo implantation and conceptus growth ( Hempstock et al. , 2004 ; Sternberg et al. , 2021 ).
Epithelial proliferation is accompanied by ciliogenesis of both the glandular and luminal cells ( Ludwig and Metzger, 1976 ) as they differentiate ( Fig. 1 ), displaying distinct transcriptomic profiles ( Wang et al. , 2020 ; Garcia-Alonso et al. , 2021 ). Ciliated epithelial cells are characterized by the presence of motile cilia that contribute to fluid flow and cellular locomotion. Variations in the proportion of ciliated cells in the lumen and glandular regions of the endometrium have been reported across time during the menstrual cycle, peaking in both compartments at about 20% of the cells ( Masterton et al. , 1975 ) and decreasing during pregnancy and after hormonal treatment ( Brosens and Vasquez, 1976 ; Verhage et al. , 1979 ).