Clinical and single-cell integration identifies a TCF21-associated stromal death–inflammation signature in endometriosis

Background Stromal heterogeneity, regulated-cell-death-associated stress, and chronic inflammation contribute to endometriosis, but their relationships within specific stromal populations remain incompletely understood. This study integrated clinical characterization with single-cell and spatial transcriptomics to investigate a TCF21-associated stromal death–inflammation signature. Methods A retrospective cohort of 150 patients with histopathologically confirmed endometriosis was characterized clinically. Public single-cell datasets (GSE179640 and GSE213216) were analyzed to identify stromal populations, reconstruct transcriptional trajectories, evaluate death-associated and inflammatory programs, and infer intercellular communication. Spatial transcriptomic analysis assessed TCF21-associated expression patterns in endometriotic lesions. Multiplex immunofluorescence, RT-qPCR, TCF21 silencing, EdU incorporation, Transwell assays, and three-dimensional spheroid culture were used for experimental evaluation. Results Single-cell analysis identified 13 major cell classes and a fib-TCF21-associated stromal state characterized by TCF21, NEXN, IFI44L, WNT2B, and SPRR2F. Cell-death-associated and inflammatory transcriptional programs varied across stromal states, with fib-TCF21 exhibiting selective rather than uniformly elevated program activity. Independent single-cell analysis identified a related but anatomically heterogeneous stromal expression pattern. Spatial transcriptomics demonstrated localized TCF21 expression and heterogeneous distributions of stromal, stress-associated, and inflammatory programs. Tissue immunofluorescence supported stromal-associated TCF21 expression, while lesion-derived ihESCs exhibited higher basal TCF21 expression than the eutopic stromal-cell model. TCF21 silencing was associated with reduced EdU incorporation, Transwell membrane traversal, and three-dimensional spheroid growth. Conclusion Integration of clinical, single-cell, spatial, and experimental findings identifies a TCF21-associated stromal transcriptional signature linked to heterogeneous death-related stress and inflammatory programs in endometriosis. These findings support further investigation of TCF21-associated stromal biology and its potential relevance to molecularly targeted interventions.

Authors

Institutions

Publication Details

Journal
Frontiers in Cell and Developmental Biology
Published
2026-11-05
DOI
https://doi.org/10.3389/fcell.2026.1979976
Primary Topic
Endometriosis Research and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Clinical and single-cell integration identifies a TCF21-associated stromal death–inflammation signature in endometriosis

Aziz ur Rehman Aziz, Jiuxiang Feng, Chunfang Ha, Wangshu Li et al.
Frontiers in Cell and Developmental Biology
Endometriosis Research and Treatment
article

Clinical and single-cell integration identifies a TCF21-associated stromal death–inflammation signature in endometriosis

Aziz ur Rehman Aziz, Jiuxiang Feng, Chunfang Ha, Wangshu Li, Xiuying Wang
article en

Abstract

Background Stromal heterogeneity, regulated-cell-death-associated stress, and chronic inflammation contribute to endometriosis, but their relationships within specific stromal populations remain incompletely understood. This study integrated clinical characterization with single-cell and spatial transcriptomics to investigate a TCF21-associated stromal death–inflammation signature. Methods A retrospective cohort of 150 patients with histopathologically confirmed endometriosis was characterized clinically. Public single-cell datasets (GSE179640 and GSE213216) were analyzed to identify stromal populations, reconstruct transcriptional trajectories, evaluate death-associated and inflammatory programs, and infer intercellular communication. Spatial transcriptomic analysis assessed TCF21-associated expression patterns in endometriotic lesions. Multiplex immunofluorescence, RT-qPCR, TCF21 silencing, EdU incorporation, Transwell assays, and three-dimensional spheroid culture were used for experimental evaluation. Results Single-cell analysis identified 13 major cell classes and a fib-TCF21-associated stromal state characterized by TCF21, NEXN, IFI44L, WNT2B, and SPRR2F. Cell-death-associated and inflammatory transcriptional programs varied across stromal states, with fib-TCF21 exhibiting selective rather than uniformly elevated program activity. Independent single-cell analysis identified a related but anatomically heterogeneous stromal expression pattern. Spatial transcriptomics demonstrated localized TCF21 expression and heterogeneous distributions of stromal, stress-associated, and inflammatory programs. Tissue immunofluorescence supported stromal-associated TCF21 expression, while lesion-derived ihESCs exhibited higher basal TCF21 expression than the eutopic stromal-cell model. TCF21 silencing was associated with reduced EdU incorporation, Transwell membrane traversal, and three-dimensional spheroid growth. Conclusion Integration of clinical, single-cell, spatial, and experimental findings identifies a TCF21-associated stromal transcriptional signature linked to heterogeneous death-related stress and inflammatory programs in endometriosis. These findings support further investigation of TCF21-associated stromal biology and its potential relevance to molecularly targeted interventions.

Frontiers in Cell and Developmental BiologyVol. 14
Dalian University of Technology (CN), Ningxia Medical University General Hospital (CN)
Openalex Percentile: Top 14%
Endometriosis Research and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon