Evidence map›Paper›PMID 41472554›Full record

ArticleClinical and translational medicine2026

Pan-cancer multi-omics reveals DCAF7 as an immune-modulating prognostic driver and Wnt/β-catenin activator in hepatocellular carcinoma.

Ruina Luan, Hanbin Lin, Xin Zhao, Jianpeng Li, Maohe Chen, Shiping Luo, Xinjian Lin

Abstract read
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Article in Clinical and translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers 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

Who cites it

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Ruina LuanSchool of Basic Medical Sciences, Key Laboratory of Translational Tumor Medicine in Fujian Province, Putian University, Putian, Fujian, China.ORCID 0009-0001-4717-0248
Hanbin LinCentral Laboratory, Affiliated Hospital of Putian University, Putian, Fujian, China.ORCID 0000-0002-1290-415X
Xin ZhaoSchool of Basic Medical Sciences, Key Laboratory of Translational Tumor Medicine in Fujian Province, Putian University, Putian, Fujian, China.
Jianpeng LiDepartment of Breast Surgery, Affiliated Hospital of Putian University, Putian, Fujian, China.
Maohe ChenCentral Laboratory, Affiliated Hospital of Putian University, Putian, Fujian, China.ORCID 0009-0000-8983-843X
Shiping LuoDepartment of Breast Surgical Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, China.
Xinjian LinCentral Laboratory, Affiliated Hospital of Putian University, Putian, Fujian, China.

Funding

Foundation for Cultivated Young Talents of Fujian Province, China 2025350049Key Laboratory of Translational Tumor Medicine in Fujian Province 2025KF004Putian City Science and Technology Bureau 2025SZ3001PTXY03the Scientific Research Project of Putian University 2024150
6 · The paper itself

Abstract

backgroundDDB1 and CUL4-associated factor 7 (DCAF7) is a WD-repeat adaptor that recruits substrates to the CUL4DDB1 ubiquitinligase complex, but its pan-cancer relevance and mechanistic contribution to tumor progression remain unclear.

methodsMulti-omics datasets (genomic, transcriptomic, epigenomic, proteomic and single-cell) from 33 tumor types were integrated to define DCAF7 expression, regulation, and clinical significance. Somatic alterations and copy-number variation were analysed across cohorts, and promoter methylation and RNA modification signatures were interrogated. Immune associations were assessed by computational deconvolution and checkpoint-gene profiling. Pathway and network analyses were performed to infer DCAF7-linked programmes. Mechanistic and functional validation was conducted in hepatocellular carcinoma (LIHC) cell lines (HepG2, Huh7) using DCAF7 perturbation and pharmacologic Wnt inhibition.

resultsDCAF7 was overexpressed in most cancers, consistent with copy-number gain, focal promoter hypomethylation and putative m

conclusionsDCAF7 is frequently activated by genetic and epigenetic mechanisms across cancers, associates with an immunotherapy-relevant tumour immune milieu, and drives Wnt/β-catenindependent malignant phenotypes in LIHC. These findings support DCAF7 as a prognostic biomarker and a candidate therapeutic target, particularly for stratified intervention in LIHC. KEY POINTS: DCAF7 is up-regulated in various tumours and correlates with poor prognosis, particularly in LIHC. High DCAF7 expression is linked to CD4

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsCell Line, TumorHumansMultiomicsPrognosisWnt Signaling PathwayDCAF7hepatocellular carcinomaimmune infiltrationpan‐cancerWnt signalling

Identifiers

PMID41472554
PMCPMC12754573

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