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, Demirkan B Gursel, Fatimah B Abdulkareem, Alani S Akanmu, Mary J Duguru, Pantong Davwar, David Paul Nyam, Rahmat A Adisa, Godwin Imade, Jian-Jun Wei, Masha Kocherginsky, Kwang-Youn Kim, Wasiu L Adeyemo, Emuobor Odeghe, Firas H Wehbe, Chad Achenbach, Atiene Sagay, Folasade Ogunsola, Robert L Murphy, Lifang Hou
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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.</p><p><strong>Methods: </strong>Using 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.</p><p><strong>Results: </strong>A 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).</p><p><strong>Conclusions: </strong>Our 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.</p>","PeriodicalId":12901,"journal":{"name":"Hepatology International","volume":" ","pages":""},"PeriodicalIF":5.9000,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cell-free DNA methylation-based inflammation score as a marker for hepatocellular carcinoma among people living with HIV.\",\"authors\":\"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, Demirkan B Gursel, Fatimah B Abdulkareem, Alani S Akanmu, Mary J Duguru, Pantong Davwar, David Paul Nyam, Rahmat A Adisa, Godwin Imade, Jian-Jun Wei, Masha Kocherginsky, Kwang-Youn Kim, Wasiu L Adeyemo, Emuobor Odeghe, Firas H Wehbe, Chad Achenbach, Atiene Sagay, Folasade Ogunsola, Robert L Murphy, Lifang Hou\",\"doi\":\"10.1007/s12072-024-10768-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>People 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. 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引用次数: 0
摘要
背景:人类免疫缺陷病毒(HIV)感染者罹患肝细胞癌(HCC)的风险更高,这可能是由于HIV感染刺激了炎症。在液体活检中获得的与炎症相关的DNA甲基化特征,如循环无细胞DNA(cfDNA),可作为有希望的微创生物标志物,为诊断HCC提供信息:利用249名HIV感染者(114人肝功能正常、69人肝纤维化、30人肝硬化、36人HCC)的数据,我们根据之前与循环C反应蛋白浓度相关的54个CpGs构建了基于cfDNA甲基化的炎症评分(炎症-DNAm评分)。采用多变量逻辑回归模型评估了 DNAm 评分与 HCC 的相关性。为了评估炎症-DNAm评分与甲胎蛋白(AFP)(目前筛查生物标志物之一)之间鉴别HCC的性能,还进行了接收器操作特征分析:结果:炎症-DNAm评分越高,发生HCC的几率就会增加29%(OR = 1.29,95% CI = 1.01-1.65)。在根据细胞来源比例调整后的模型中,这种关联仍然保持一致。与 AFP(AUC = 0.68,95% CI = 0.51-0.85)相比,DNAm 评分在区分 HCC 和对照组方面表现出更优越的性能(AUC = 0.94,95% CI = 0.90-0.98):我们的研究结果表明,基于cfDNA甲基化的生物标志物可能有助于检测HIV感染者(HCC高危人群)的HCC。
Cell-free DNA methylation-based inflammation score as a marker for hepatocellular carcinoma among people living with HIV.
Background: People 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.
Methods: Using 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.
Results: A 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).
Conclusions: Our 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.
期刊介绍:
Hepatology International is the official journal of the Asian Pacific Association for the Study of the Liver (APASL). This is a peer-reviewed journal featuring articles written by clinicians, clinical researchers and basic scientists is dedicated to research and patient care issues in hepatology. This journal will focus mainly on new and emerging technologies, cutting-edge science and advances in liver and biliary disorders.
Types of articles published:
-Original Research Articles related to clinical care and basic research
-Review Articles
-Consensus guidelines for diagnosis and treatment
-Clinical cases, images
-Selected Author Summaries
-Video Submissions