Cross-scale modeling reveals a TFRC-driven immunosuppressive macrophage niche in cervical cancer - Report - MDSpire

Modeling Across Scales Identifies a TFRC-Influenced Immunosuppressive Macrophage Environment in Cervical Cancer

  • By

  • Yusha Chen

  • Ling Wang

  • Suyu Li

  • Jimiao Huang

  • Leilei Zhu

  • Xiqi Huang

  • Xiangqin Zheng

  • Diling Pan

  • Chuanzhong Huang

  • July 17, 2026

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Clinical Report: TFRC-Influenced Immunosuppressive Macrophage Environment in Cervical Cancer

Overview

This study identifies a five-gene prognostic signature linked to tumor-associated macrophages (TAMs) in cervical cancer, highlighting the role of transferrin receptor (TFRC) in creating an immunosuppressive environment.

Background

Cervical cancer is a significant global health issue, with advanced stages often leading to poor outcomes despite treatment advances. The tumor microenvironment, particularly the role of TAMs, is crucial in influencing disease progression and therapeutic responses.

Data Highlights

GeneCorrelation with M2 Marker Arg-1
TFRCr = 0.4961, P = 0.0011

Key Findings

  • A five-gene prognostic signature was established, including TP73, TFRC, SHC1, SCD, and PFKFB3.
  • TFRC was confirmed as a tumor-intrinsic factor upregulated during cervical carcinogenesis.
  • In vitro studies showed TFRC orchestrates an immunosuppressive M2-like macrophage niche.
  • Elevated IL-10 and reduced TNF-α were observed in the presence of tumor-derived TFRC.

Clinical Implications

Understanding the role of TAMs in the tumor microenvironment could inform future therapeutic strategies.

Conclusion

This research establishes a relationship between TAM polarization and clinical outcomes in cervical cancer.

Related Resources & Content

  1. Frontiers in Immunology, 2026 -- Metabolic reprogramming of cholesterol biosynthesis drives macrophage-mediated immune suppression in HPV-negative cervical adenocarcinoma
  2. Journal of Gastroenterology, 2026 -- Stage-associated remodeling of CD169 macrophage states is linked to immune regulation in colitis-associated colorectal cancer
  3. Frontiers in Immunology, 2026 -- CD169-positive macrophages in lymph nodes and the tumor microenvironment: harnessing their biology for clinical diagnosis and anticancer therapeutic strategies
  4. Cervical Cancer, Version 2.2026, NCCN Clinical Practice Guidelines In Oncology - PubMed
  5. Frontiers in Immunology — Characterization of cancer-associated fibroblast populations that promote tertiary lymphoid structure formation in murine melanoma tumors
  6. Pembrolizumab for Persistent, Recurrent, or Metastatic Cervical Cancer | New England Journal of Medicine
  7. Clinicopathologic and prognostic significance of tumor-associated macrophages in cervical cancer: a systematic review and meta-analysis - PubMed
  8. Cervical Cancer, Version 2.2026, NCCN Clinical Practice Guidelines In Oncology - PubMed

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