Peripheral PD-1⁺ T cell signatures predict immunotherapy response and survival in hepatobiliary cancers.
1/5 보강
PICO 자동 추출 (휴리스틱, conf 2/4)
유사 논문P · Population 대상 환자/모집단
99 patients with advanced hepatocellular carcinoma (HCC) or biliary tract cancer (BTC) who received ICIs at Peking Union Medical College Hospital between December 2023 and December 2024.
I · Intervention 중재 / 시술
ICIs at Peking Union Medical College Hospital between December 2023 and December 2024
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
추출되지 않음
[BACKGROUND] Immune checkpoint inhibitors (ICIs) have shown efficacy in hepatobiliary malignancies; however, reliable biomarkers for predicting treatment response remain limited.
- 표본수 (n) 69
- p-value p<0.001
APA
Piao M, Xiao J, et al. (2026). Peripheral PD-1⁺ T cell signatures predict immunotherapy response and survival in hepatobiliary cancers.. Translational research : the journal of laboratory and clinical medicine, 288, 12-20. https://doi.org/10.1016/j.trsl.2026.01.004
MLA
Piao M, et al.. "Peripheral PD-1⁺ T cell signatures predict immunotherapy response and survival in hepatobiliary cancers.." Translational research : the journal of laboratory and clinical medicine, vol. 288, 2026, pp. 12-20.
PMID
41579940
Abstract
[BACKGROUND] Immune checkpoint inhibitors (ICIs) have shown efficacy in hepatobiliary malignancies; however, reliable biomarkers for predicting treatment response remain limited. Peripheral PD-1⁺ T cells, which reflect both T-cell exhaustion and reinvigoration, may serve as novel immune correlates of clinical benefit.
[METHODS] We prospectively enrolled 99 patients with advanced hepatocellular carcinoma (HCC) or biliary tract cancer (BTC) who received ICIs at Peking Union Medical College Hospital between December 2023 and December 2024. Peripheral blood was collected at baseline and during treatment for flow cytometric quantification of PD-1⁺ T-cell subsets. Patients were randomly divided into a training cohort (n=69) and a validation cohort (n=30). Survival outcomes were analyzed using the Kaplan-Meier method. Baseline predictors were identified by least absolute shrinkage and selection operator (LASSO) regression, followed by nomogram construction.
[RESULTS] Responders exhibited significantly longer progression-free survival (PFS; 16.4 vs. 3.5 months, p<0.001) and overall survival (OS; not reached vs. 10.8 months, p<0.001) than non-responders. Higher baseline CD3⁺PD-1⁺ T-cell percentages (32.8% vs. 24.5%, p<0.001) and lower neutrophil-to-lymphocyte ratios (NLR, p=0.002) characterized responders. LASSO regression identified cirrhosis, CD3⁺PD-1⁺ T-cell percentage, and NLR as independent predictors (AUC 0.846 training; 0.670 validation). Longitudinal analysis showed that decreased PD-1⁺ T-cell levels post-treatment correlated with clinical response, while a post-/pre-treatment CD8⁺PD-1⁺ T-cell ratio above 0.07 predicted inferior PFS.
[CONCLUSIONS] Baseline and dynamic circulating PD-1⁺ T-cell profiles robustly predict ICI response and survival in hepatobiliary cancers, supporting their potential as noninvasive biomarkers for individualized immunotherapy.
[METHODS] We prospectively enrolled 99 patients with advanced hepatocellular carcinoma (HCC) or biliary tract cancer (BTC) who received ICIs at Peking Union Medical College Hospital between December 2023 and December 2024. Peripheral blood was collected at baseline and during treatment for flow cytometric quantification of PD-1⁺ T-cell subsets. Patients were randomly divided into a training cohort (n=69) and a validation cohort (n=30). Survival outcomes were analyzed using the Kaplan-Meier method. Baseline predictors were identified by least absolute shrinkage and selection operator (LASSO) regression, followed by nomogram construction.
[RESULTS] Responders exhibited significantly longer progression-free survival (PFS; 16.4 vs. 3.5 months, p<0.001) and overall survival (OS; not reached vs. 10.8 months, p<0.001) than non-responders. Higher baseline CD3⁺PD-1⁺ T-cell percentages (32.8% vs. 24.5%, p<0.001) and lower neutrophil-to-lymphocyte ratios (NLR, p=0.002) characterized responders. LASSO regression identified cirrhosis, CD3⁺PD-1⁺ T-cell percentage, and NLR as independent predictors (AUC 0.846 training; 0.670 validation). Longitudinal analysis showed that decreased PD-1⁺ T-cell levels post-treatment correlated with clinical response, while a post-/pre-treatment CD8⁺PD-1⁺ T-cell ratio above 0.07 predicted inferior PFS.
[CONCLUSIONS] Baseline and dynamic circulating PD-1⁺ T-cell profiles robustly predict ICI response and survival in hepatobiliary cancers, supporting their potential as noninvasive biomarkers for individualized immunotherapy.
MeSH Terms
Humans; Male; Female; Middle Aged; Biliary Tract Neoplasms; Programmed Cell Death 1 Receptor; Liver Neoplasms; Aged; Immunotherapy; Immune Checkpoint Inhibitors; T-Lymphocytes; Adult; Carcinoma, Hepatocellular; Treatment Outcome; Prospective Studies
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