Evidence map›Paper›PMID 39704909›Full record

ArticleHepatology international2025

Cell-free DNA methylation-based inflammation score as a marker for hepatocellular carcinoma among people living with HIV.

Kyeezu Kim, Yinan Zheng, Brian T Joyce, Drew R Nannini, Jun Wang, Yishu Qu, Claudia A Hawkins, Edith Okeke, Olufunmilayo A Lesi, Lewis R Roberts and 19 more

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Article in Hepatology international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

29 authors.

Kyeezu Kim *Sungkyunkwan University School of Medicine, 2066 Seobu-ro, Jangan-gu, Suwon-si, Gyeonggi-do, 16419, South Korea. kyeezu.kim@skku.edu.ORCID http://orcid.org/0000-0002-9094-9011
Yinan Zheng *Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Brian T JoyceNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Drew R NanniniNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Jun WangNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Yishu QuNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Claudia A HawkinsRobert J. Harvey, MD Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Edith OkekeUniversity of Jos, Jos, Nigeria.
Olufunmilayo A LesiUniversity of Lagos, Lagos, Nigeria.
Lewis R RobertsMayo Clinic College of Medicine and Science, Rochester, MN, USA.
Demirkan B GurselRobert J. Harvey, MD Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Fatimah B AbdulkareemUniversity of Lagos, Lagos, Nigeria.
Alani S AkanmuUniversity of Lagos, Lagos, Nigeria.
Mary J DuguruUniversity of Jos, Jos, Nigeria.
Pantong DavwarUniversity of Jos, Jos, Nigeria.
David Paul NyamUniversity of Jos, Jos, Nigeria.
Rahmat A AdisaUniversity of Lagos, Lagos, Nigeria.
Godwin ImadeUniversity of Jos, Jos, Nigeria.
Jian-Jun WeiRobert J. Harvey, MD Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Masha KocherginskyNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Kwang-Youn KimNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Wasiu L AdeyemoUniversity of Lagos, Lagos, Nigeria.
Emuobor OdegheUniversity of Lagos, Lagos, Nigeria.
Firas H WehbeNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Chad AchenbachNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Atiene SagayUniversity of Jos, Jos, Nigeria.
Folasade OgunsolaUniversity of Lagos, Lagos, Nigeria.
Robert L MurphyNorthwestern University Feinberg School of Medicine, Chicago, IL, USA.
Lifang HouNorthwestern University Feinberg School of Medicine, Chicago, IL, USA. l-hou@northwestern.edu.ORCID http://orcid.org/0000-0003-4877-0031

Funding

Pathology and Genomics CoreU54CA221205 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MURPHY, ROBERT LEO · 2017 to 2021
$4.2M
Division of Cancer Prevention, National Cancer Institute U54CA221205National Research Foundation of Korea RS-2024-00405650NCI NIH HHS U54 CA221205
6 · The paper itself

Abstract

backgroundPeople living with the human immunodeficiency virus (HIV) are at a greater risk of developing hepatocellular carcinoma (HCC), potentially due to the stimulation of inflammation by HIV infection. Inflammation-related DNA methylation signatures obtained in liquid biopsy, such as circulating cell-free DNA (cfDNA), may serve as promising minimally invasive biomarkers that can inform diagnosis of HCC.

methodsUsing data from 249 individuals with HIV (114 individuals with normal liver conditions, 69 with fibrosis, 30 with cirrhosis, and 36 with HCC), we constructed a cfDNA methylation-based inflammation score (inflammation-DNAm score) based on 54 CpGs previously associated with circulating C-reactive protein concentrations. Associations of DNAm scores with HCC were assessed using multivariable logistic regression models. Receiver operating characteristic analysis was conducted to assess the performance of discriminating HCC between the inflammation-DNAm score and alpha-fetoprotein (AFP), one of the current screening biomarkers.

resultsA higher inflammation-DNAm score was associated with a 29% increase in the odds of HCC (OR = 1.29, 95% CI = 1.01-1.65). The association remained consistent in the models adjusted for cellular origin proportions. The DNAm score exhibited superior performance in discriminating HCC from controls (AUC = 0.94, 95% CI = 0.90-0.98), compared to AFP (AUC = 0.68, 95% CI = 0.51-0.85).

conclusionsOur findings suggest that cfDNA methylation-based biomarkers may aid in the detection of HCC in people living with HIV, a population at high-risk of developing HCC.

Indexed as

Carcinoma, HepatocellularCell-Free Nucleic AcidsDNA MethylationHIV InfectionsInflammationLiver NeoplasmsAdultalpha-FetoproteinsBiomarkers, TumorC-Reactive ProteinFemaleHumansMaleMiddle AgedROC Curvealpha-FetoproteinsBiomarkers, TumorCell-Free Nucleic AcidsC-Reactive ProteinCell-free DNA methylationC-reactive proteinHepatocellular carcinomaMethylation-based inflammation measuresMethylation risk score

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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.