Evidence map›Paper›PMID 41761173›Full record

ArticleBMC cancer2026

Association between cholesterol and liver injury risk in solid cancer patients treated with PD-1 inhibitors: evidence from two cohort studies.

Jing Lei, Yi Wang, Zhiping Jin, Guoyou Qin, Tianshu Liu, Ningping Zhang, Minzhi Lv

Abstract read
In one paragraph

Article in BMC cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jing Lei *Department of Cancer Screening and Prevention, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, China.
Yi Wang *Department of Cancer Screening and Prevention, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, China.
Zhiping JinDepartment of Pharmacy, Zhongshan Hospital, Fudan University, Shanghai, China.
Guoyou QinDepartment of Biostatistics, School of Public Health, Fudan University, Shanghai, China.
Tianshu LiuDepartment of Cancer Screening and Prevention, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, China. liu.tianshu@zs-hospital.sh.cn.
Ningping ZhangDepartment of Gastroenterology and Hepatology, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, China. zhang.ningping@zs-hospital.sh.cn.
Minzhi LvDepartment of Cancer Screening and Prevention, Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, China. lv.minzhi@zs-hospital.sh.cn.

Funding

Management Research Project of Shanghai Hospital Association Q2025032Policy Research Project of Shanghai Municipal Administration of Disease Prevention and Control 2025JZ33Shanghai ShenKang Research Physicians Innovation and Transformation Ability Training Project SHDC2022CRT001the Disciplinary Platform Construction Fund of Fudan Zhongshan Hospital Affiliated to Fudan University 2025XKPT18the Disciplinary Platform Development Fund of Fudan Zhongshan Cancer Prevention and Treatment Center 2024KYPT18the National Nature Science Foundation of China 82373402, 82172925
6 · The paper itself

Abstract

backgroundTo assess the association between baseline serum lipids and the risk of severe hepatic immune-related adverse events (irAEs) in solid cancer patients treated with PD-1 inhibitors.

methodsThis retrospective study included a discovery cohort (N = 601) and an independent high-risk population validation cohort (N = 331), all of whom received PD-1 inhibitor therapy at Zhongshan Hospital between 2019 and 2023. Baseline levels of total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG) were measured prior to treatment. Hepatic irAEs were systematically evaluated using the CTCAE and RUCAM scores, with grade ≥ 3 (G3+) defined as severe. Restricted cubic spline models and multivariable Cox regression analyses were used to evaluate the associations between baseline lipid levels and the risk of hepatic irAEs.

resultsIn the discovery cohort, nonlinear associations were observed between baseline TC and LDL-C levels and the risk of G3+ hepatic irAEs (P-value TC=0.021, P-value LDL−C=0.034). Compared with the reference group (LDL-C: 2.47–3.37 mmol/L), patients with elevated LDL-C levels (≥ 3.37 mmol/L) had a significantly increased risk of severe hepatic irAEs (HR = 2.16, 95% CI: 1.13–4.10, P-value = 0.019). Similar associations of elevated LDL-C levels (≥ 3.37 mmol/L) were validated in the high-risk population (HR = 2.09, 95% CI: 1.01–7.73). No significant associations were found between HDL-C or TG levels and the risk of hepatic irAEs. Sensitivity analyses demonstrated consistent results, which were confirmed in the validation cohort.

conclusionsElevated baseline LDL-C levels were associated with an increased risk of severe hepatic irAEs in solid cancer patients receiving PD-1 inhibitor therapy. This finding highlights the importance of pre-treatment lipid risk stratification and monitoring in immunotherapy patients.

Indexed as

Hepatic immune-related adverse eventsImmune checkpoint inhibitorLipid metabolismLow-density lipoprotein cholesterol.Total cholesterol

Identifiers

PMID41761173
PMCPMC13059276

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