Diet Quality and Liver Health in People Living with HIV in the MASH Cohort: A Multi-Omic Analysis of the Fecal Microbiome and Metabolome

被引:4
作者
Martin, Haley R. [1 ]
Martinez, Sabrina Sales [1 ]
Stebliankin, Vitalii [2 ]
Tamargo, Javier A. [1 ]
Campa, Adriana [1 ]
Narasimhan, Giri [2 ,3 ]
Hernandez, Jacqueline [1 ]
Rodriguez, Jose A. Bastida [1 ]
Teeman, Colby [1 ]
Johnson, Angelique [1 ]
Sherman, Kenneth E. [4 ]
Baum, Marianna K. [1 ]
机构
[1] Florida Int Univ, Robert Stempel Coll Publ Hlth & Social Work, 11200 SW 8th St,AHC-5 500, Miami, FL 33199 USA
[2] Florida Int Univ, Sch Comp & Informat Sci, Bioinformat Res Grp BioRG, Univ Pk Campus,ECS-254, Miami, FL 33199 USA
[3] Florida Int Univ, Biomol Sci Inst, 11200 SW 8th St,AHC4 211, Miami, FL 33199 USA
[4] Univ Cincinnati, Coll Med, Dept Internal Med, Div Digest Dis, 3230 Eden Ave, Cincinnati, OH 45267 USA
关键词
HIV; metabolome; metabolomics; microbiome; liver disease; diet; diet quality; Healthy Eating Index; nutrition; ANTIRETROVIRAL THERAPY; GUT MICROBIOME; CELL-FUNCTION; INFECTION; FIBROSIS; DEATH;
D O I
10.3390/metabo13020271
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The gut-liver axis has been recognized as a potential pathway in which dietary factors may contribute to liver disease in people living with HIV (PLWH). The objective of this study was to explore associations between dietary quality, the fecal microbiome, the metabolome, and liver health in PLWH from the Miami Adult Studies on HIV (MASH) cohort. We performed a cross-sectional analysis of 50 PLWH from the MASH cohort and utilized the USDA Healthy Eating Index (HEI)-2015 to measure diet quality. A Fibrosis-4 Index (FIB-4) score < 1.45 was used as a strong indication that advanced liver fibrosis was not present. Stool samples and fasting blood plasma samples were collected. Bacterial composition was characterized using 16S rRNA sequencing. Metabolomics in plasma were determined using gas and liquid chromatography/mass spectrometry. Statistical analyses included biomarker identification using linear discriminant analysis effect size. Compared to participants with FIB-4 >= 1.45, participants with FIB-4 < 1.45 had higher intake of dairy (p = 0.006). Fibrosis-4 Index score was inversely correlated with seafood and plant protein HEI component score (r = -0.320, p = 0.022). The relative abundances of butyrate-producing taxa Ruminococcaceae, Roseburia, and Lachnospiraceae were higher in participants with FIB-4 < 1.45. Participants with FIB-4 < 1.45 also had higher levels of caffeine (p = 0.045) and related metabolites such as trigonelline (p = 0.008) and 1-methylurate (p = 0.023). Dietary components appear to be associated with the fecal microbiome and metabolome, and liver health in PLWH. Future studies should investigate whether targeting specific dietary components may reduce liver-related morbidity and mortality in PLWH.
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页数:15
相关论文
共 52 条
  • [1] Anderson MJ, 2001, AUSTRAL ECOL, V26, P32, DOI 10.1111/j.1442-9993.2001.01070.pp.x
  • [2] [Anonymous], Human Metabolome Database
  • [3] Arvind A., 2000, Endotext
  • [4] Altered profile of human gut microbiome is associated with cirrhosis and its complications
    Bajaj, Jasmohan S.
    Heuman, Douglas M.
    Hylemon, Phillip B.
    Sanyal, Arun J.
    White, Melanie B.
    Monteith, Pamela
    Noble, Nicole A.
    Unser, Ariel B.
    Daita, Kalyani
    Fisher, Andmorgan R.
    Sikaroodi, Masoumeh
    Gillevet, Patrick M.
    [J]. JOURNAL OF HEPATOLOGY, 2014, 60 (05) : 940 - 947
  • [5] Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2
    Bolyen, Evan
    Rideout, Jai Ram
    Dillon, Matthew R.
    Bokulich, NicholasA.
    Abnet, Christian C.
    Al-Ghalith, Gabriel A.
    Alexander, Harriet
    Alm, Eric J.
    Arumugam, Manimozhiyan
    Asnicar, Francesco
    Bai, Yang
    Bisanz, Jordan E.
    Bittinger, Kyle
    Brejnrod, Asker
    Brislawn, Colin J.
    Brown, C. Titus
    Callahan, Benjamin J.
    Caraballo-Rodriguez, Andres Mauricio
    Chase, John
    Cope, Emily K.
    Da Silva, Ricardo
    Diener, Christian
    Dorrestein, Pieter C.
    Douglas, Gavin M.
    Durall, Daniel M.
    Duvallet, Claire
    Edwardson, Christian F.
    Ernst, Madeleine
    Estaki, Mehrbod
    Fouquier, Jennifer
    Gauglitz, Julia M.
    Gibbons, Sean M.
    Gibson, Deanna L.
    Gonzalez, Antonio
    Gorlick, Kestrel
    Guo, Jiarong
    Hillmann, Benjamin
    Holmes, Susan
    Holste, Hannes
    Huttenhower, Curtis
    Huttley, Gavin A.
    Janssen, Stefan
    Jarmusch, Alan K.
    Jiang, Lingjing
    Kaehler, Benjamin D.
    Bin Kang, Kyo
    Keefe, Christopher R.
    Keim, Paul
    Kelley, Scott T.
    Knights, Dan
    [J]. NATURE BIOTECHNOLOGY, 2019, 37 (08) : 852 - 857
  • [6] Characterization of Fecal Microbial Communities in Patients with Liver Cirrhosis
    Chen, Yanfei
    Yang, Fengling
    Lu, Haifeng
    Wang, Baohong
    Chen, Yunbo
    Lei, Dajiang
    Wang, Yuezhu
    Zhu, Baoli
    Li, Lanjuan
    [J]. HEPATOLOGY, 2011, 54 (02) : 562 - 572
  • [7] Impact of Preservation Method and 16S rRNA Hypervariable Region on Gut Microbiota Profiling
    Chen, Zigui
    Hui, Pak Chun
    Hui, Mamie
    Yeoh, Yun Kit
    Wong, Po Yee
    Chan, Martin C. W.
    Wong, Martin C. S.
    Ng, Siew C.
    Chan, Francis K. L.
    Chan, Paul K. S.
    [J]. MSYSTEMS, 2019, 4 (01)
  • [8] Mortality and causes of death in people diagnosed with HIV in the era of highly active antiretroviral therapy compared with the general population: an analysis of a national observational cohort
    Croxford, Sara
    Kitching, Aileen
    Desai, Sarika
    Kall, Meaghan
    Edelstein, Michael
    Skingsley, Andrew
    Burns, Fiona
    Copas, Andrew
    Brown, Alison E.
    Sullivan, Ann K.
    Delpech, Valerie
    [J]. LANCET PUBLIC HEALTH, 2017, 2 (01) : E35 - E46
  • [9] Prevalence and risk factors for significant liver fibrosis among HIV-monoinfected patients
    DallaPiazza, Michelle
    Amorosa, Valerianna K.
    Localio, Russell
    Kostman, Jay R.
    Lo Re, Vincent, III
    [J]. BMC INFECTIOUS DISEASES, 2010, 10
  • [10] Diet rapidly and reproducibly alters the human gut microbiome
    David, Lawrence A.
    Maurice, Corinne F.
    Carmody, Rachel N.
    Gootenberg, David B.
    Button, Julie E.
    Wolfe, Benjamin E.
    Ling, Alisha V.
    Devlin, A. Sloan
    Varma, Yug
    Fischbach, Michael A.
    Biddinger, Sudha B.
    Dutton, Rachel J.
    Turnbaugh, Peter J.
    [J]. NATURE, 2014, 505 (7484) : 559 - +