Evidence map›Paper›PMID 42889067›Full record

ArticleFrontiers in immunology2026

Patient-aware single-cell analysis of fibrovascular remodeling in a predominantly colorectal cancer immunotherapy cohort.

Yang Gu, Li Li, Yuxian Zhang, Jie Tang, Zhigang Wang, Xiaofeng Luo

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Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

6 authors.

Yang Gu *Department of Hepatobiliary and Pancreatic Surgery, Ward I, Jingmen Central Hospital, Jingmen Central Hospital affiliated to Jingchu University of Technology, Jingmen, Hubei, China.
Li Li *Operating Room, Jingmen Central Hospital, Jingmen Central Hospital affiliated to Jingchu University of Technology, Jingmen, Hubei, China.
Yuxian ZhangDepartment of Hepatobiliary and Pancreatic Surgery, Ward I, Jingmen Central Hospital, Jingmen Central Hospital affiliated to Jingchu University of Technology, Jingmen, Hubei, China.
Jie TangDepartment of Hepatobiliary and Pancreatic Surgery, Ward I, Jingmen Central Hospital, Jingmen Central Hospital affiliated to Jingchu University of Technology, Jingmen, Hubei, China.
Zhigang WangDepartment of Hepatobiliary and Pancreatic Surgery, Ward I, Jingmen Central Hospital, Jingmen Central Hospital affiliated to Jingchu University of Technology, Jingmen, Hubei, China.
Xiaofeng LuoDepartment of Hepatobiliary and Pancreatic Surgery, Ward I, Jingmen Central Hospital, Jingmen Central Hospital affiliated to Jingchu University of Technology, Jingmen, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cancer-associated fibroblasts (CAFs) and vascular mural cells may shape extracellular matrix organization in colorectal cancer. However, single-cell comparisons are susceptible to unequal cell recovery, ambient RNA, doublets, treatment-stage mixing, and repeated sampling within patients. We investigated fibrovascular remodeling using patients as the inferential unit and distinguished reproducible signals from donor-concentrated and context-dependent findings. Methods: We reanalyzed a published single-cell RNA sequencing cohort of 22 patients, including 20 with colorectal cancer and 2 with duodenal carcinoma. The primary pericyte analysis included 14 pretreatment matched normal-tumor pairs with at least three pericytes per tissue. We assessed ambient contamination and doublets using DecontX and scDblFinder. CAFs were reclustered at six response-blind resolutions, and the stable parent population was tested by patient-blocked pseudobulk analysis after excluding its dominant donor. Independent CRC single-cell and spatial datasets, a cross-cancer immunotherapy cohort, and TCGA were used for external testing. Results: After DecontX correction, tumor pericytes had higher ECM6 scores (median paired change 0.309; false discovery rate [FDR] 0.018). Scores were also higher for the matrix stiffness transcriptional proxy (0.277; FDR 0.012) and the hypoxia/angiogenesis transcriptional program (0.255; FDR 0.028). All three signatures remained significant at the five-pericyte threshold (n=13). COL1A1 and FN1 increased in the analysis, although COL1A1 was borderline in the five-cell sensitivity analysis. Response-blind stability analysis identified a 2,983-cell ECM-remodeling CAF population represented in all 22 patients. After excluding P02, patient-blocked pseudobulk analysis in 15 patients showed higher matrix, inflammatory, and myCAF-related programs and a lower iCAF program. Neither SPP1 nor baseline enrichment in stable disease was supported. In GSE205506, a disjoint 10-gene fibroblast gate retained higher inflammatory and composite CAF scores in non-pCR samples. The highest-scoring unsupervised cluster was donor-concentrated and showed no patient-level association with response. Spatial and cross-cancer analyses yielded mixed or null results. Conclusions: These results support pretreatment fibrovascular transcriptional remodeling at the patient level. They do not establish an SPP1-high response biomarker, a mechanical stiffness phenotype, or causal CAF-to-pericyte signaling. Donor-aware analysis places the rare-cluster observation within a broader, reproducible ECM-remodeling CAF program while defining its evidential limits.

Indexed as

Cancer-Associated FibroblastsColorectal NeoplasmsSingle-Cell AnalysisVascular RemodelingCohort StudiesExtracellular MatrixHumansImmunotherapyNeovascularization, PathologicPericytesSingle-Cell Gene Expression AnalysisTumor Microenvironmentcancer-associated fibroblastcolorectal cancerimmune checkpoint blockadepericytesingle-cell RNA sequencing

Identifiers

PMID42889067
PMCPMC13668821

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.