Individualized treatment and key prognostic biomarkers based on folate metabolism in patients with pancreatic cancer.
1/5 보강
PICO 자동 추출 (휴리스틱, conf 2/4)
유사 논문P · Population 대상 환자/모집단
환자: PC were stratified into two subtypes using non-negative matrix factorization (NMF)
I · Intervention 중재 / 시술
추출되지 않음
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
[CONCLUSIONS] FMG expression heterogeneity significantly impacts PC prognosis and TIME. DHFR, a central folate metabolism enzyme, demonstrates critical associations with TIME modulation and clinical outcomes in PC.
[BACKGROUND] Folate metabolism plays a pivotal role in tumor proliferation.
- p-value P<0.05
- p-value P=0.001
APA
Yan D, Liu Y, et al. (2026). Individualized treatment and key prognostic biomarkers based on folate metabolism in patients with pancreatic cancer.. Translational cancer research, 15(3), 187. https://doi.org/10.21037/tcr-2025-2070
MLA
Yan D, et al.. "Individualized treatment and key prognostic biomarkers based on folate metabolism in patients with pancreatic cancer.." Translational cancer research, vol. 15, no. 3, 2026, pp. 187.
PMID
41969468 ↗
Abstract 한글 요약
[BACKGROUND] Folate metabolism plays a pivotal role in tumor proliferation. However, the relationship between folate metabolism-related genes (FMGs) and the tumor immune microenvironment (TIME) in pancreatic cancer (PC) remains unclear. This study aimed to identify key FMGs and investigate whether FMGs are related to TIME in PC.
[METHODS] Transcriptomic data from 732 PC patients were obtained from public databases, and 78 FMGs were gathered from the Molecular Signature Database (MSigDB). Pan-cancer analysis of genetic alterations in FMGs was performed. Patients with PC were stratified into two subtypes using non-negative matrix factorization (NMF). Clinical data and pathological sections from 150 PC patients were retrospectively collected as a validation cohort. The levels of dihydrofolate reductase (DHFR), FAP and α-SMA in cancer-associated fibroblasts (CAFs), CD8 tumor-infiltrating lymphocytes (TILs), Foxp3 TILs, CD206 tumor-associated macrophages (TAMs) were analyzed using immunohistochemistry.
[RESULTS] Copy number variation (CNV), single nucleotide variation (SNV), methylation, and risk levels of FMG in pan-cancer were confirmed. Compared to Cluster 1, Cluster 2 demonstrated significantly poorer overall survival (OS) (P<0.05), increased sensitivity to chemotherapy drugs, lower immune cell counts, and more immunosuppressive cells in TIME. DHFR was identified as the folate metabolism-driving gene in PC. DHFR was an independent predictor of poor prognosis (P=0.001). DHFR expression was strongly associated with CD206 TAMs (P<0.001) and Foxp3 T cells (P<0.05).
[CONCLUSIONS] FMG expression heterogeneity significantly impacts PC prognosis and TIME. DHFR, a central folate metabolism enzyme, demonstrates critical associations with TIME modulation and clinical outcomes in PC.
[METHODS] Transcriptomic data from 732 PC patients were obtained from public databases, and 78 FMGs were gathered from the Molecular Signature Database (MSigDB). Pan-cancer analysis of genetic alterations in FMGs was performed. Patients with PC were stratified into two subtypes using non-negative matrix factorization (NMF). Clinical data and pathological sections from 150 PC patients were retrospectively collected as a validation cohort. The levels of dihydrofolate reductase (DHFR), FAP and α-SMA in cancer-associated fibroblasts (CAFs), CD8 tumor-infiltrating lymphocytes (TILs), Foxp3 TILs, CD206 tumor-associated macrophages (TAMs) were analyzed using immunohistochemistry.
[RESULTS] Copy number variation (CNV), single nucleotide variation (SNV), methylation, and risk levels of FMG in pan-cancer were confirmed. Compared to Cluster 1, Cluster 2 demonstrated significantly poorer overall survival (OS) (P<0.05), increased sensitivity to chemotherapy drugs, lower immune cell counts, and more immunosuppressive cells in TIME. DHFR was identified as the folate metabolism-driving gene in PC. DHFR was an independent predictor of poor prognosis (P=0.001). DHFR expression was strongly associated with CD206 TAMs (P<0.001) and Foxp3 T cells (P<0.05).
[CONCLUSIONS] FMG expression heterogeneity significantly impacts PC prognosis and TIME. DHFR, a central folate metabolism enzyme, demonstrates critical associations with TIME modulation and clinical outcomes in PC.
🏷️ 키워드 / MeSH 📖 같은 키워드 OA만
같은 제1저자의 인용 많은 논문 (5)
- A Clinical Study of Platelet-Rich Fibrin Combined With Autologous High-Density Fat Transplantation in Augmentation Rhinoplasty.
- ARTN drives CD8 T cell exhaustion via the GFRα3-RET-PI3K/AKT Axis to promote TNBC progression.
- Risk Factors of Disseminated Tumor Cells in the Bone Marrow of Patients With Angioimmunoblastic T-Cell Lymphoma and Their Impact on Prognosis.
- Decoding fatal toxic effects in checkpoint inhibitor therapy using real-world pharmacovigilance data and machine learning.
- Hepatocellular carcinoma-derived protein encapsulated iron oxide/black phosphorus nanosheets for targeted photothermal-chemotherapy.
🏷️ 같은 키워드 · 무료전문 — 이 논문 MeSH/keyword 기반
- Crosstalk Between -Regulatory Elements and Metabolism Reprogramming in Hepatocellular Carcinoma.
- The tumor microenvironment shapes gastric cancer progression by coordinating immune suppression and metabolic reprogramming.
- Deubiquitination-driven adaptive programs in hepatocellular carcinoma: The emerging role of USP22 in hypoxia, metabolic rewiring, and drug resistance.
- Beyond Epilepsy Control: Repurposing Antiepileptic Drugs in Central Nervous System Tumor Therapy.
- GlycoRNA in cancer immune regulation and progression: biological mechanisms and translational therapeutic prospects.
- Targeting Fatty Acids in Liver Cancer: Molecular Insights and Drug Approaches.