One-carbon metabolic reprogramming and its relationship with tumor-infiltrating lymphocytes and Immune checkpoint in Pancreatic cancer DOI

Dawei Deng,

Wei Song, Qihang Yuan

et al.

Research Square (Research Square), Journal Year: 2025, Volume and Issue: unknown

Published: May 7, 2025

Abstract BACKGROUND The role of oncogene-driven metabolic reprogramming in pancreatic cancer (PC) remains unclear. This study explored the interplay between one-carbon metabolism (OCM), driver genes, and tumor microenvironment (TME) PC. METHODS Targeted metabolomics analyzed 136 PC serum samples. Transcriptomic OCM gene data from 930 patients were obtained public databases. Non-negative matrix factorization (NMF) clustering classified subtypes. Single-cell analysis deciphered features TME. Immunohistochemistry assessed MTHFD1L expression, cancer-associated fibroblast (CAF) markers (FAP, α-SMA), immune cells (CD8+/Foxp3+ TILs, CD206+ TAMs), PD-1/PD-L1 138 tissue RESULTS identified altered amino acid (73 metabolites). NMF stratified into C1/C2 subtypes with distinct prognoses TME characteristics (p<0.05). revealed dysregulation cells, macrophages, fibroblasts. emerged as a core reprogramming, correlating poor overall survival (OS, p=0.005) disease-free (DFS, p=0.006). High expression was linked to lymph node metastasis positively associated FAP CAFs (p<0.05), TAMs (p<0.001), Foxp3+ TIL infiltration Multivariate confirmed an independent prognostic factor (p=0.022). CONCLUSION OCM is hallmark drives oncogenic influences prognosis by modulating CAFs, TAMs, Tregs. Targeting or may offer therapeutic potential.

Language: Английский

One-carbon metabolic reprogramming and its relationship with tumor-infiltrating lymphocytes and Immune checkpoint in Pancreatic cancer DOI

Dawei Deng,

Wei Song, Qihang Yuan

et al.

Research Square (Research Square), Journal Year: 2025, Volume and Issue: unknown

Published: May 7, 2025

Abstract BACKGROUND The role of oncogene-driven metabolic reprogramming in pancreatic cancer (PC) remains unclear. This study explored the interplay between one-carbon metabolism (OCM), driver genes, and tumor microenvironment (TME) PC. METHODS Targeted metabolomics analyzed 136 PC serum samples. Transcriptomic OCM gene data from 930 patients were obtained public databases. Non-negative matrix factorization (NMF) clustering classified subtypes. Single-cell analysis deciphered features TME. Immunohistochemistry assessed MTHFD1L expression, cancer-associated fibroblast (CAF) markers (FAP, α-SMA), immune cells (CD8+/Foxp3+ TILs, CD206+ TAMs), PD-1/PD-L1 138 tissue RESULTS identified altered amino acid (73 metabolites). NMF stratified into C1/C2 subtypes with distinct prognoses TME characteristics (p<0.05). revealed dysregulation cells, macrophages, fibroblasts. emerged as a core reprogramming, correlating poor overall survival (OS, p=0.005) disease-free (DFS, p=0.006). High expression was linked to lymph node metastasis positively associated FAP CAFs (p<0.05), TAMs (p<0.001), Foxp3+ TIL infiltration Multivariate confirmed an independent prognostic factor (p=0.022). CONCLUSION OCM is hallmark drives oncogenic influences prognosis by modulating CAFs, TAMs, Tregs. Targeting or may offer therapeutic potential.

Language: Английский

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