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
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