Evidence map›Paper›PMID 41063327›Full record

ArticleClinical epigenetics2025

FBLN2 promoter hypermethylation: a negative prognostic biomarker and anti-PD-1 response predictor in clear cell renal cell carcinoma via high-throughput CpG Island screening.

Wenfeng Liao, Lianzi Yu, Lufang Zhang, Jie Shao, Guanhua Li, Jialei Hua, Shuya Zhao, Li Jia, Yawei Han, Aimin Zhang and 3 more

Abstract read
In one paragraph

Article in Clinical epigenetics, 2025. 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

What it found

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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

13 authors.

Wenfeng Liao *Department of Genitourinary Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China.
Lianzi Yu *Department of Laboratory Medicine, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430079, People's Republic of China.
Lufang Zhang *Department of Laboratory, Aviation General Hospital, Beijing, 100012, People's Republic of China.
Jie Shao *Department of Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China.
Guanhua LiDepartment of Anesthesiology, Chinese People's Liberation Army Rocket Force Characteristic Medical Center, Beijing, 100088, People's Republic of China.
Jialei HuaDepartment of Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China.
Shuya ZhaoDepartment of Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China.
Li JiaDepartment of Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China.
Yawei HanDepartment of Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China.
Aimin ZhangDepartment of Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China.
Xin YaoDepartment of Genitourinary Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China. yaoxin@tjmuch.com.
Yueguo LiDepartment of Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China. yli08@tmu.edu.cn.
Dong DongDepartment of Laboratory, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, People's Republic of China. dongdong@tjmuch.com.

Funding

Joint Funds of the Natural Science Foundation of Tianjin 25JCLZJC00120National Key Laboratory of Druggability Evaluation Systematic Translational Medicine QZ23-8National Natural Science Foundation of China 81502519National Natural Science Foundation of China 81871719Science & Technology Development Fund of Tianjin Education Commission for Higher Education 2020KJ129Science & Technology Development Fund of Tianjin Education Commission for Higher Education 2020KJ138Tianjin Key Medical Discipline (Specialty) Construction Project TJYXZDXK-009A
6 · The paper itself

Abstract

backgroundClear cell renal cell carcinoma (ccRCC), with rising incidence globally, shows heterogeneous responses to immune checkpoint blockade (ICB). DNA methylation dysregulation impacts tumor immunity, necessitating predictive CpG methylation biomarkers for ICB efficacy.

methodsGenome-wide methylation profiling (TCGA/GEO) identified prognostic promoter CpG islands linked to CD8⁺ T cell infiltration. Single-CpG resolution analysis guided TaqMan probe design, validated in two independent cohorts: non-ICB (n = 335) for prognosis and ICB-treated (n = 45) for immunotherapy prediction.

resultsHigh-throughput methylation analysis identified hypermethylation at the FBLN2 promoter (chr3:13590414-13591008), which correlated with advanced tumor stage, higher grade, and poorer overall survival (OS) and progression-free survival (PFS). This locus exhibited significant associations with CD8⁺ T cell infiltration and IFNγ pathway activation. In the non-ICB cohort, validation using a 5-CpG TaqMan assay confirmed FBLN2 hypermethylation as an independent prognostic marker for both OS (HR = 3.45, P < 0.001) and PFS (HR = 2.43, P = 0.023). Subsequent IHC analysis of 74 tumor specimens demonstrated strong concordance between FBLN2 percent methylation ratio (PMR) and CD8⁺ T cell density (r = 0.62, P < 0.0001). In the anti-PD-1-treated cohort, high FBLN2 methylation was associated with a favorable immunotherapy response (Cohen's weighted Kappa = 0.607, P < 0.001) and predicted superior PFS (median 11.2 vs 3.4 months, HR = 0.35, P = 0.006), suggesting its potential as a novel predictive biomarker for ICB efficacy.

conclusionsFBLN2 promoter hypermethylation is a promising prognostic biomarker in ccRCC and a potential predictor of immunotherapy response. These findings warrant further investigation to validate its potential for enhancing personalized patient management.

Indexed as

Carcinoma, Renal CellDNA MethylationKidney NeoplasmsAgedBiomarkers, TumorCD8-Positive T-LymphocytesCpG IslandsFemaleHigh-Throughput Screening AssaysHumansImmune Checkpoint InhibitorsMaleMiddle AgedPrognosisProgrammed Cell Death 1 ReceptorPromoter Regions, GeneticBiomarkers, TumorImmune Checkpoint InhibitorsProgrammed Cell Death 1 ReceptorClear cell renal cell carcinomaCpG IslandFBLN2Immunotherapy response predictorMethylationPrognosis

Identifiers

PMID41063327
PMCPMC12506296

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.