Serum protein biomarkers for HCC risk prediction in HIV/HBV co-infected people: a clinical proteomic study using mass spectrometry

被引:2
|
作者
Ke, Hengning [1 ,2 ]
Yuan, Rui [1 ]
Liu, Huan [1 ]
Luo, Mingqi [1 ,2 ]
Hu, Hui [1 ,2 ]
Zhang, Ejuan [3 ]
Zhuang, Ke [4 ]
Yang, Yong [5 ]
Yang, Rongrong [1 ,2 ]
机构
[1] Wuhan Univ, Dept Infect Dis, Zhongnan Hosp, Wuhan, Hubei, Peoples R China
[2] Wuhan Univ, Ctr AIDS Res, Wuhan, Hubei, Peoples R China
[3] Wuhan Univ, Zhongnan Hosp, Med Sci Res Ctr, Wuhan, Peoples R China
[4] Wuhan Univ, Ctr Expt Anim, Anim Biosafety Level Lab 3, State Key Lab Virol, Wuhan, Peoples R China
[5] SpecAlly Life Technol Co Ltd, Wuhan Inst Biotechnol, Wuhan, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; human immunodeficiency virus; hepatitis B; golgi-associated plant pathogenesis-related protein 1; phospholipid transfer protein; CHRONIC HEPATITIS-B; HUMAN KALLIKREIN 11; HEPATOCELLULAR-CARCINOMA; PROGNOSTIC-SIGNIFICANCE; CANCER; AUTOPHAGY; VIRUS; CELLS; CD13; MANAGEMENT;
D O I
10.3389/fimmu.2023.1282469
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundHBV coinfection is frequent in people living with HIV (PLWH) and is the leading cause of hepatocellular carcinoma (HCC). While risk prediction methods for HCC in patients with HBV monoinfection have been proposed, suitable biomarkers for early diagnosis of HCC in PLWH remain uncommon.MethodsLiquid chromatography-tandem mass spectrometry (LC-MS/MS) was used to examine serum protein alterations in HCC and non-HCC patients with HIV and HBV co-infection. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Disease Ontology (DO) enrichment analysis were performed on the differentially expressed proteins (DEPs). The risk prediction model was created using five-cross-validation and LASSO regression to filter core DEPs.ResultsA total of 124 DEPs were discovered, with 95 proteins up-regulated and 29 proteins down-regulated. Extracellular matrix organization and membrane component were the DEPs that were most abundant in the categories of biological processes (BP) and cellular components (CC). Proteoglycans in cancer were one of the top three DEPs primarily enriched in the KEGG pathway, and 60.0% of DEPs were linked to various neoplasms in terms of DO enrichment. Eleven proteins, including GAPR1, PLTP, CLASP2, IGHV1-69D, IGLV5-45, A2M, VNN1, KLK11, ANPEP, DPP4 and HYI, were chosen as the core DEPs, and a nomogram was created to predict HCC risk.ConclusionIn HIV/HBV patients with HCC, several differential proteins can be detected in plasma by mass spectrometry, which can be used as screening markers for early diagnosis and risk prediction of HCC. Monitoring protease expression differences can help in the diagnosis and prognosis of HCC.
引用
收藏
页数:12
相关论文
共 6 条
  • [1] Serum protein concentration and amino acid profile of HIV/HBV co-infected subjects on HAART in Plateau State, Nigeria
    Igwe, Chidi Uzoma
    Ewuga, Emmanuel Emagba
    Ujowundu, Cosmas Onyedikachi
    Onyeocha, Ignatius Oparaji
    Onwuliri, Viola Adaku
    AFRICAN HEALTH SCIENCES, 2022, 22 (01) : 418 - 430
  • [2] A Prospective Study Evaluating Changes in Histology, Clinical and Virologic Outcomes in HBV-HIV Co-infected Adults in North America
    Sterling, Richard K.
    King, Wendy C.
    Khalili, Mandana
    Chung, Raymond T.
    Sulkowski, Mark
    Jain, Mamta K.
    Lisker-Melman, Mauricio
    Ghany, Marc G.
    Wong, David K.
    Hinerman, Amanda S.
    Bhan, Atul K.
    Wahed, Abdus S.
    Kleiner, David E.
    HEPATOLOGY, 2021, 74 (03) : 1174 - 1189
  • [3] Epidemiological, virological and clinical characteristics of HBV infection in 223 HIV co-infected patients: a French multi-centre collaborative study
    Thibault, Vincent
    Gaudy-Graffin, Catherine
    Colson, Philippe
    Gozlan, Joel
    Schnepf, Nathalie
    Trimoulet, Pascale
    Pallier, Coralie
    Saune, Karine
    Branger, Michel
    Coste, Marianne
    Thoraval, Francoise Roudot
    VIROLOGY JOURNAL, 2013, 10
  • [4] Comparison of Demographic, Epidemiological, Immunological, and Clinical Characteristics of Patients with HIV Mono-infection Versus Patients Co-infected with HCV or/and HBV: A Serbian Cohort Study
    Ranin, J.
    Salemovic, D.
    Brmbolic, B.
    Marinkovic, J.
    Boricic, I
    Pesic, Pavlovic, I
    Zerjav, S.
    Stanojevic, M.
    Jevtovic, D.
    CURRENT HIV RESEARCH, 2018, 16 (03) : 222 - 230
  • [5] Liver fibrosis progression in a cohort of young HIV and HIV/HBV co-infected patients: A longitudinal study using non-invasive APRI and Fib-4 scores
    Iacob, Diana Gabriela
    Luminos, Monica
    Benea, Otilia Elisabeta
    Tudor, Ana-Maria
    Olariu, Cristina Mihaela
    Iacob, Simona Alexandra
    Ruta, Simona
    FRONTIERS IN MEDICINE, 2022, 9
  • [6] Patterns of liver fibrosis evolution in Chinese HIV/HBV co-infected adults following 5-year antiretroviral treatment: A longitudinal study using non-invasive APRI and Fib-4 scores
    Zhang, Qingrong
    Sun, Lijun
    Liang, Yuxuan
    Zou, Wenlu
    Huang, Jingtao
    Zhang, Yuan
    Jin, Yi
    Zhou, Na
    Ye, Jiangzhu
    Zou, Huachun
    Wu, Hao
    Zhang, Tong
    Su, Bin
    Jiang, Taiyi
    Chen, Haitao
    VIROLOGICA SINICA, 2025, 40 (01) : 118 - 124