Interaction of bacterial metagenome and virome in patients with cirrhosis and hepatic encephalopathy

被引:58
作者
Bajaj, Jasmohan S. [1 ,2 ]
Sikaroodi, Masoumeh [3 ]
Shamsaddini, Amirhossein [3 ]
Henseler, Zachariah [4 ]
Santiago-Rodriguez, Tasha [4 ]
Acharya, Chathur [1 ,2 ]
Fagan, Andrew [1 ,2 ]
Hylemon, Phillip B. [1 ,2 ]
Fuchs, Michael [1 ,2 ]
Gavis, Edith [1 ,2 ]
Ward, Tonya [4 ]
Knights, Dan [4 ,5 ,6 ]
Gillevet, Patrick M. [3 ]
机构
[1] Virginia Commonwealth Univ, Gastroenterol Hepatol & Nutr, Richmond, VA USA
[2] Cent Virginia Vet Healthcare Syst, Richmond, VA USA
[3] George Mason Univ, Microbiome Anal Ctr, Manassas, VA USA
[4] Diversigen, New Brighton, MN USA
[5] Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN USA
[6] Univ Minnesota, Minnesota Biotechnol Inst, Minneapolis, MN USA
关键词
HUMAN GUT MICROBIOME; RIFAXIMIN;
D O I
10.1136/gutjnl-2020-322470
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Objective Altered bacterial composition is associated with disease progression in cirrhosis but the role of virome, especially phages, is unclear. Design Cross-sectional and pre/post rifaximin cohorts were enrolled. Cross-sectional: controls and cirrhotic outpatients (compensated, on lactulose (Cirr-L), on rifaximin (Cirr-LR)) were included and followed for 90-day hospitalisations. Pre/post: compensated cirrhotics underwent stool collection pre/post 8 weeks of rifaximin. Stool metagenomics for bacteria and phages and their correlation networks were analysed in controls versus cirrhosis, within cirrhotics, hospitalised/not and pre/post rifaximin. Results Cross-sectional: 40 controls and 163 cirrhotics (63 compensated, 43 Cirr-L, 57 Cirr-LR) were enrolled. Cirr-L/LR groups were similar on model for end-stage liver disease (MELD) score but Cirr-L developed greater hospitalisations versus Cirr-LR (56% vs 30%, p=0.008). Bacterial alpha/beta diversity worsened from controls through Cirr-LR. While phage alpha diversity was similar, beta diversity was different between groups. Autochthonous bacteria linked negatively, pathobionts linked positively with MELD but only modest phage-MELD correlations were seen. Phage-bacterial correlation network complexity was highest in controls, lowest in Cirr-L and increased in Cirr-LR. Microviridae and Faecalibacterium phages were linked with autochthonous bacteria in Cirr-LR, but not Cirr-L hospitalised patients had greater pathobionts, lower commensal bacteria and phages focused on Streptococcus, Lactococcus and Myoviridae. Pre/post: No changes in alpha/beta diversity of phages or bacteria were seen postrifaximin. Phagebacterial linkages centred around urease-producing Streptococcus species collapsed postrifaximin. Conclusion Unlike bacteria, faecal phages are sparsely linked with cirrhosis characteristics and 90-day outcomes. Phage and bacterial linkages centred on urease-producing, ammonia-generating Streptococcus species were affected by disease progression and rifaximin therapy and were altered in patients who experienced 90-day hospitalisations.
引用
收藏
页码:1162 / 1173
页数:12
相关论文
共 31 条
[1]  
Abedon ST, 2010, CURR PHARM BIOTECHNO, V11, P1
[2]   Maximal viral information recovery from sequence data using VirMAP [J].
Ajami, Nadim J. ;
Wong, Matthew C. ;
Ross, Matthew C. ;
Lloyd, Richard E. ;
Petrosino, Joseph F. .
NATURE COMMUNICATIONS, 2018, 9
[3]  
Al-Ghalith GA, 2017, BURST enables optimal exhaustive DNA alignment for big data
[4]   Cognition and hospitalizations are linked with salivary and faecal microbiota in cirrhosis cohorts from the USA and Mexico [J].
Bajaj, Jasmohan S. ;
Torre, Aldo ;
Rojas, Mayra L. ;
Fagan, Andrew ;
Nandez, Ivvone E. ;
Gavis, Edith A. ;
Osorio, Omar De Leon ;
White, Melanie B. ;
Fuchs, Michael ;
Sikaroodi, Masoumeh ;
Gillevet, Patrick M. .
LIVER INTERNATIONAL, 2020, 40 (06) :1395-1407
[5]  
Bajaj JS, 2020, J HEPATOL, V72, P1003, DOI 10.1016/j.jhep.2020.01.017
[6]   Fungal dysbiosis in cirrhosis [J].
Bajaj, Jasmohan S. ;
Liu, Eric J. ;
Kheradman, Raffi ;
Fagan, Andrew ;
Heuman, Douglas M. ;
White, Melanie ;
Gavis, Edith A. ;
Hylemon, Phillip ;
Sikaroodi, Masoumeh ;
Gillevet, Patrick M. .
GUT, 2018, 67 (06) :1146-1154
[7]   Gut microbial RNA and DNA analysis predicts hospitalizations in cirrhosis [J].
Bajaj, Jasmohan S. ;
Thacker, Leroy R. ;
Fagan, Andrew ;
White, Melanie B. ;
Gavis, Edith A. ;
Hylemon, Phillip B. ;
Brown, Robert ;
Acharya, Chathur ;
Heuman, Douglas M. ;
Fuchs, Michael ;
Dalmet, Swati ;
Sikaroodi, Masoumeh ;
Gillevet, Patrick M. .
JCI INSIGHT, 2018, 3 (05)
[8]   Altered profile of human gut microbiome is associated with cirrhosis and its complications [J].
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. .
JOURNAL OF HEPATOLOGY, 2014, 60 (05) :940-947
[9]   Modulation of the Metabiome by Rifaximin in Patients with Cirrhosis and Minimal Hepatic Encephalopathy [J].
Bajaj, Jasmohan S. ;
Heuman, Douglas M. ;
Sanyal, Arun J. ;
Hylemon, Phillip B. ;
Sterling, Richard K. ;
Stravitz, R. Todd ;
Fuchs, Michael ;
Ridlon, Jason M. ;
Daita, Kalyani ;
Monteith, Pamela ;
Noble, Nicole A. ;
White, Melanie B. ;
Fisher, Andmorgan ;
Sikaroodi, Masoumeh ;
Rangwala, Huzefa ;
Gillevet, Patrick M. .
PLOS ONE, 2013, 8 (04)
[10]   Rifaximin Treatment in Hepatic Encephalopathy [J].
Bass, Nathan M. ;
Mullen, Kevin D. ;
Sanyal, Arun ;
Poordad, Fred ;
Neff, Guy ;
Leevy, Carroll B. ;
Sigal, Samuel ;
Sheikh, Muhammad Y. ;
Beavers, Kimberly ;
Frederick, Todd ;
Teperman, Lewis ;
Hillebrand, Donald ;
Huang, Shirley ;
Merchant, Kunal ;
Shaw, Audrey ;
Bortey, Enoch ;
Forbes, William P. .
NEW ENGLAND JOURNAL OF MEDICINE, 2010, 362 (12) :1071-1081