# The Heterogeneity and Function of Stromal Cells in the Tumor Microenvironment

**Authors:** Xuehai Wang, Songlin Li, Yang Xue, Xiao Liang, Xuelei Ma, Kun Zhang, Ying Wang

PMC · DOI: 10.34133/research.1183 · Research · 2026-03-09

## TL;DR

This review explores how stromal cells in the tumor environment actively influence cancer progression and treatment resistance, highlighting the need for targeted therapies.

## Contribution

The paper emphasizes the importance of stromal heterogeneity and proposes subtype-specific biomarkers and therapies to combat stromal-mediated resistance.

## Key findings

- Stromal cells are heterogeneous and actively regulate tumor behavior through molecular programs and spatial niches.
- Cytokine networks like TGF-beta and IL-6 coordinate processes such as epithelial-mesenchymal transition and angiogenesis.
- Integrating stromal heterogeneity into precision oncology can improve diagnostics and personalized treatment strategies.

## Abstract

The tumor microenvironment is a central determinant of cancer progression, metastatic spread, and therapeutic resistance. Once considered passive scaffolds, stromal cells are now recognized as heterogeneous, active regulators of tumor behavior. Recent single-cell and spatial multiomics studies have resolved functionally distinct stromal subtypes, each defined by characteristic molecular programs and spatial niches, with specialized roles in extracellular matrix remodeling, immune evasion, and angiogenesis. This review synthesizes evidence for bidirectional stromal–tumor cross-talk in which cytokine networks (e.g., transforming growth factor-beta, interleukin-6, and C-X-C motif chemokine ligand 12/C-X-C chemokine receptor 4) coordinate epithelial–mesenchymal transition, stemness, chemotaxis, and vascular remodeling. Building on these insights, this review also argues for subtype-specific biomarkers and multimodal therapeutic strategies to overcome stromal-mediated resistance. Integrating stromal heterogeneity into precision-oncology workflows through standardized, lineage-resolved profiling and real-time biomarker guidance will be essential for diagnostic refinement and personalized treatment.

## Linked entities

- **Proteins:** IL6 (interleukin 6)
- **Diseases:** cancer (MONDO:0004992)

## Full-text entities

- **Genes:** CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CXCL11 (C-X-C motif chemokine ligand 11) [NCBI Gene 6373] {aka H174, I-TAC, IP-9, IP9, SCYB11, SCYB9B}, PDGFRB (platelet derived growth factor receptor beta) [NCBI Gene 5159] {aka CD140B, IBGC4, IMF1, JTK12, KOGS, OPDKD}, TNFSF11 (TNF superfamily member 11) [NCBI Gene 8600] {aka CD254, ODF, OPGL, OPTB2, RANKL, TNLG6B}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, FGF2 (fibroblast growth factor 2) [NCBI Gene 2247] {aka BFGF, FGF-2, FGFB, HBGF-2}, TAGLN (transgelin) [NCBI Gene 6876] {aka SM22, SM22-alpha, SMCC, TAGLN1, TGLN, WS3-10}, NANOG (Nanog homeobox) [NCBI Gene 79923], CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, TGFB2 (transforming growth factor beta 2) [NCBI Gene 7042] {aka CAEND2, G-TSF, LDS4, TGF-beta2}, MYH11 (myosin heavy chain 11) [NCBI Gene 4629] {aka AAT4, FAA4, SMHC, SMMHC, SMMS-1, VSCM2}, RRBP1 (ribosome binding protein 1) [NCBI Gene 6238] {aka ES/130, ES130, RRp, hES, p180}, DNER (delta/notch like EGF repeat containing) [NCBI Gene 92737] {aka UNQ26, bet}, RHO (rhodopsin) [NCBI Gene 6010] {aka CSNBAD1, OPN2, RP4}, TAM (Myeloproliferative syndrome, transient (transient abnormal) [NCBI Gene 8205] {aka MST}, COL1A1 (collagen type I alpha 1 chain) [NCBI Gene 1277] {aka CAFYD, EDSARTH1, EDSC, OI1, OI2, OI3}, ITGB1 (integrin subunit beta 1) [NCBI Gene 3688] {aka CD29, FNRB, GPIIA, MDF2, MSK12, VLA-BETA}, MAPK1 (mitogen-activated protein kinase 1) [NCBI Gene 5594] {aka ERK, ERK-2, ERK2, ERT1, MAPK2, NS13}, PTK2 (protein tyrosine kinase 2) [NCBI Gene 5747] {aka FADK, FADK 1, FAK, FAK1, FRNK, PPP1R71}, MERTK (MER proto-oncogene, tyrosine kinase) [NCBI Gene 10461] {aka MER, RP38, Tyro12, c-Eyk, c-mer}, MME (membrane metalloendopeptidase) [NCBI Gene 4311] {aka CALLA, CD10, CMT2T, NEP, SCA43, SFE}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL1RAP (interleukin 1 receptor accessory protein) [NCBI Gene 3556] {aka C3orf13, IL-1RAcP, IL1R3}, CCL21 (C-C motif chemokine ligand 21) [NCBI Gene 6366] {aka 6Ckine, CKb9, ECL, SCYA21, SLC, TCA4}, CCR5 (C-C motif chemokine receptor 5) [NCBI Gene 1234] {aka CC-CKR-5, CCCKR5, CCR-5, CD195, CKR-5, CKR5}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, MMP9 (matrix metallopeptidase 9) [NCBI Gene 4318] {aka CLG4B, GELB, MANDP2, MMP-9}, LINC-ROR (long intergenic non-protein coding RNA, regulator of reprogramming) [NCBI Gene 100885779] {aka ROR, lincRNA-RoR, lincRNA-ST8SIA3}, TWIST1 (twist family bHLH transcription factor 1) [NCBI Gene 7291] {aka ACS3, BPES2, BPES3, CRS, CRS1, CSO}, TEC (tec protein tyrosine kinase) [NCBI Gene 7006] {aka PSCTK4}, CXCL10 (C-X-C motif chemokine ligand 10) [NCBI Gene 3627] {aka C7, IFI10, INP10, IP-10, SCYB10, crg-2}, CDH2 (cadherin 2) [NCBI Gene 1000] {aka ACOGS, ADHD8, ARVD14, CD325, CDHN, CDw325}, AXL (AXL receptor tyrosine kinase) [NCBI Gene 558] {aka ARK, AXL3, JTK11, Tyro7, UFO}, BCL2 (BCL2 apoptosis regulator) [NCBI Gene 596] {aka Bcl-2, PPP1R50}, IL32 (interleukin 32) [NCBI Gene 9235] {aka IL-32alpha, IL-32beta, IL-32delta, IL-32gamma, NK4, TAIF}, EPAS1 (endothelial PAS domain protein 1) [NCBI Gene 2034] {aka ECYT4, HIF2A, HLF, MOP2, PASD2, bHLHe73}, MCL1 (MCL1 apoptosis regulator, BCL2 family member) [NCBI Gene 4170] {aka BCL2L3, EAT, MCL1-ES, MCL1L, MCL1S, Mcl-1}, CDH5 (cadherin 5) [NCBI Gene 1003] {aka 7B4, CD144}, HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}, CXCL12 (C-X-C motif chemokine ligand 12) [NCBI Gene 6387] {aka IRH, PBSF, SCYB12, SDF1, TLSF, TPAR1}, MMP11 (matrix metallopeptidase 11) [NCBI Gene 4320] {aka SL-3, ST3, STMY3}, ROBO1 (roundabout guidance receptor 1) [NCBI Gene 6091] {aka CPHD8, DUTT1, NORS, NYS8, SAX3}, PDGFRA (platelet derived growth factor receptor alpha) [NCBI Gene 5156] {aka CD140A, PDGFR-2, PDGFR2}, LOX (lysyl oxidase) [NCBI Gene 4015] {aka AAT10}, PTK2B (protein tyrosine kinase 2 beta) [NCBI Gene 2185] {aka CADTK, CAKB, FADK2, FAK2, PKB, PTK}, CDH1 (cadherin 1) [NCBI Gene 999] {aka Arc-1, BCDS1, CD324, CDHE, ECAD, LCAM}, BRCA1 (BRCA1 DNA repair associated) [NCBI Gene 672] {aka BRCAI, BRCC1, BROVCA1, FANCS, IRIS, PNCA4}, IFNA1 (interferon alpha 1) [NCBI Gene 3439] {aka IFL, IFN, IFN-ALPHA, IFN-alphaD, IFNA13, IFNA@}, SLIT2 (slit guidance ligand 2) [NCBI Gene 9353] {aka SLIL3, Slit-2}, LAMP3 (lysosome associated membrane protein 3) [NCBI Gene 27074] {aka CD208, DC LAMP, DC-LAMP, DCLAMP, LAMP, LAMP-3}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, ENO1 (enolase 1) [NCBI Gene 2023] {aka ENO1-IT1, ENO1L1, HEL-S-17, MPB1, NNE, PPH}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, GSK3B (glycogen synthase kinase 3 beta) [NCBI Gene 2932], MCAM (melanoma cell adhesion molecule) [NCBI Gene 4162] {aka CD146, HEMCAM, METCAM, MUC18, MelCAM}, SLTM (SAFB like transcription modulator) [NCBI Gene 79811] {aka Met}, NR2F2 (nuclear receptor subfamily 2 group F member 2) [NCBI Gene 7026] {aka ARP-1, ARP1, CHTD4, COUPTF2, COUPTFB, COUPTFII}, NDRG1 (N-myc downstream regulated 1) [NCBI Gene 10397] {aka CAP43, CMT4D, DRG-1, DRG1, GC4, HMSNL}, ADAMTS1 (ADAM metallopeptidase with thrombospondin type 1 motif 1) [NCBI Gene 9510] {aka C3-C5, METH1}
- **Diseases:** infection (MESH:D007239), desmoplastic (MESH:D018220), toxicity (MESH:D064420), vascular dysfunction (MESH:D002561), Tumor Metastasis (MESH:D009362), urothelial carcinoma (MESH:D014523), CRC (MESH:D015179), HCC (MESH:D006528), ESCC (MESH:D004938), solid (MESH:D018250), triple-negative breast cancer (MESH:D064726), breast cancer (MESH:D001943), lymph-node metastasis (MESH:D008207), Cancer (MESH:D009369), Inflammatory (MESH:D007249), PDAC (MESH:D021441), H&amp;E (MESH:D016751), melanoma (MESH:D008545), fibrosis (MESH:D005355), gastrointestinal and pancreatic cancer (MESH:D010190), desmoplastic tumors (MESH:D058405), non-small cell lung cancer (MESH:D002289), oral squamous cell carcinoma (MESH:D000077195), squamous cell carcinoma (MESH:D002294), Hypoxia (MESH:D000860), hypoxic (MESH:D002534), lung adenocarcinoma (MESH:D000077192), gastric cancer (MESH:D013274)
- **Chemicals:** pembrolizumab (MESH:C582435), fatty acid (MESH:D005227), IMbrave150 (-), H&amp;E (MESH:D006371), gemcitabine (MESH:D000093542), vactosertib (MESH:C000590371), trabedersen (MESH:C525712), FA (MESH:D005492), polystyrene (MESH:D011137), lactate (MESH:D019344), exatecan (MESH:C095887), BL-8040 (MESH:C477728), vismodegib (MESH:C538724), sorafenib (MESH:D000077157), cholesterol (MESH:D002784), bevacizumab (MESH:D000068258), hyaluronan (MESH:D006820), SHR-1701 (MESH:C000723862), atezolizumab (MESH:C000594389)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** Y101D
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12968398/full.md

## References

199 references — full list in the complete paper: https://tomesphere.com/paper/PMC12968398/full.md

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Source: https://tomesphere.com/paper/PMC12968398