Alterations in the gut virome are associated with type 2 diabetes and diabetic nephropathy

被引:30
作者
Fan, Gang [1 ,5 ]
Cao, Feng [2 ]
Kuang, Tingting [1 ]
Yi, Huan [1 ]
Zhao, Chengcheng [1 ]
Wang, Lijie [1 ]
Peng, Jiayan [1 ]
Zhuang, Zhenhua [2 ]
Xu, Tong [2 ]
Luo, Yuting [1 ]
Xie, Yuchen [1 ]
Li, Hongying [1 ]
Zhang, Kun [1 ]
Zeng, Yujiao [1 ]
Zhang, Xiyu [3 ]
Peng, Sihan [3 ]
Qiu, Xianliang [3 ]
Zhou, Dongqi [3 ]
Liang, Huan [3 ]
Yang, Bin [2 ]
Kang, Jian [4 ]
Liu, Ya [3 ,6 ]
Zhang, Yi [1 ,5 ]
机构
[1] Chengdu Univ Tradit Chinese Med, Sch Ethn Med, State Key Lab Southwestern Chinese Med Resources, Chengdu, Peoples R China
[2] Chengdu Life Baseline Technol Co Ltd, Chengdu, Peoples R China
[3] Hosp Chengdu Univ Tradit Chinese Med, Dept Endocrinol, Chengdu, Peoples R China
[4] Hosp Chengdu Univ Tradit Chinese Med, Dept Anorectal, Chengdu, Peoples R China
[5] Chengdu Univ Tradit Chinese Med, Sch Ethn Med, State Key Lab Southwestern Chinese Med Resources, 1166,Liutai Ave, Chengdu 611137, Sichuan, Peoples R China
[6] Hosp Chengdu Univ Tradit Chinese Med, Dept Endocrinol, 37,Twelve Qiao Rd, Chengdu, Sichuan, Peoples R China
关键词
Type; 2; diabetes; gut virome; metagenomics; microbiota; biomarker; MICROBIOTA; SEVERITY; MELLITUS;
D O I
10.1080/19490976.2023.2226925
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Although changes in gut microbiome have been associated with the development of T2D and its complications, the role of the gut virome remains largely unknown. Here, we characterized the gut virome alterations in T2D and its complications diabetic nephropathy (DN) by metagenomic sequencing of fecal viral-like particles. Compared with controls, T2D subjects, especially those with DN, had significantly lower viral richness and diversity. 81 viral species were identified to be significantly altered in T2D subjects, including a decrease in some phages (e.g. Flavobacterium phage and Cellulophaga phaga). DN subjects were depleted of 12 viral species, including Bacteroides phage, Anoxybacillus virus and Brevibacillus phage, and enriched in 2 phages (Shigella phage and Xylella phage). Multiple viral functions, particularly those of phage lysing host bacteria, were markedly reduced in T2D and DN. Strong viral-bacterial interactions in healthy controls were disrupted in both T2D and DN. Moreover, the combined use of gut viral and bacterial markers achieved a powerful diagnostic performance for T2D and DN, with AUC of 99.03% and 98.19%, respectively. Our results suggest that T2D and its complication DN are characterized by a significant decrease in gut viral diversity, changes in specific virus species, loss of multiple viral functions, and disruption of viral-bacterial correlations. The combined gut viral and bacterial markers have diagnostic potential for T2D and DN.
引用
收藏
页数:17
相关论文
共 44 条
[1]  
Callahan BJ, 2016, NAT METHODS, V13, P581, DOI [10.1038/NMETH.3869, 10.1038/nmeth.3869]
[2]   The gut virome: A new microbiome component in health and disease [J].
Cao, Zhirui ;
Sugimura, Naoki ;
Burgermeister, Elke ;
Ebert, Matthias P. ;
Zuo, Tao ;
Lan, Ping .
EBIOMEDICINE, 2022, 81
[3]   QIIME allows analysis of high-throughput community sequencing data [J].
Caporaso, J. Gregory ;
Kuczynski, Justin ;
Stombaugh, Jesse ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
Costello, Elizabeth K. ;
Fierer, Noah ;
Pena, Antonio Gonzalez ;
Goodrich, Julia K. ;
Gordon, Jeffrey I. ;
Huttley, Gavin A. ;
Kelley, Scott T. ;
Knights, Dan ;
Koenig, Jeremy E. ;
Ley, Ruth E. ;
Lozupone, Catherine A. ;
McDonald, Daniel ;
Muegge, Brian D. ;
Pirrung, Meg ;
Reeder, Jens ;
Sevinsky, Joel R. ;
Tumbaugh, Peter J. ;
Walters, William A. ;
Widmann, Jeremy ;
Yatsunenko, Tanya ;
Zaneveld, Jesse ;
Knight, Rob .
NATURE METHODS, 2010, 7 (05) :335-336
[4]   Vitamin D3 and carbamazepine protect against Clostridioides difficile infection in mice by restoring macrophage lysosome acidification [J].
Chan, Hung ;
Li, Qing ;
Wang, Xiansong ;
Liu, Wing Yingzhi ;
Hu, Wei ;
Zeng, Judeng ;
Xie, Chuan ;
Kwong, Thomas Ngai Yeung ;
Ho, Idy Hiu Ting ;
Liu, Xiaodong ;
Chen, Huarong ;
Yu, Jun ;
Ko, Ho ;
Chan, Raphael Chiu Yeung ;
Ip, Margaret ;
Gin, Tony ;
Cheng, Alfred Sze Lok ;
Zhang, Lin ;
Chan, Matthew Tak Vai ;
Wong, Sunny Hei ;
Wu, William Ka Kei .
AUTOPHAGY, 2022, 18 (09) :2050-2067
[5]   Whole-Virome Analysis Sheds Light on Viral Dark Matter in Inflammatory Bowel Disease [J].
Clooney, Adam G. ;
Sutton, Thomas D. S. ;
Shkoporov, Andrey N. ;
Holohan, Ross K. ;
Daly, Karen M. ;
O'Regan, Orla ;
Ryan, Feargal J. ;
Draper, Lorraine A. ;
Plevy, Scott E. ;
Ross, R. Paul ;
Hill, Colin .
CELL HOST & MICROBE, 2019, 26 (06) :764-+
[6]   Gut virome profiling identifies a widespread bacteriophage family associated with metabolic syndrome [J].
de Jonge, Patrick A. ;
Wortelboer, Koen ;
Scheithauer, Torsten P. M. ;
van den Born, Bert-Jan H. ;
Zwinderman, Aeilko H. ;
Nobrega, Franklin L. ;
Dutilh, Bas E. ;
Nieuwdorp, Max ;
Herrema, Hilde .
NATURE COMMUNICATIONS, 2022, 13 (01)
[7]   A Dietary Fiber-Deprived Gut Microbiota Degrades the Colonic Mucus Barrier and Enhances Pathogen Susceptibility [J].
Desai, Mahesh S. ;
Seekatz, Anna M. ;
Koropatkin, Nicole M. ;
Kamada, Nobuhiko ;
Hickey, Christina A. ;
Wolter, Mathis ;
Pudlo, Nicholas A. ;
Kitamoto, Sho ;
Terrapon, Nicolas ;
Muller, Arnaud ;
Young, Vincent B. ;
Henrissat, Bernard ;
Wilmes, Paul ;
Stappenbeck, Thaddeus S. ;
Nunez, Gabriel ;
Martens, Eric C. .
CELL, 2016, 167 (05) :1339-+
[8]   Gut microbiota-derived metabolites as key actors in type 2 diabetes mellitus [J].
Du, Leilei ;
Li, Qi ;
Yi, Huan ;
Kuang, Tingting ;
Tang, Yi ;
Fan, Gang .
BIOMEDICINE & PHARMACOTHERAPY, 2022, 149
[9]   Alteration of gut microbial profile in patients with diabetic nephropathy [J].
Du, Xi ;
Liu, Jia ;
Xue, Yu ;
Kong, Xiangyun ;
Lv, Chunxiao ;
Li, Ziqiang ;
Huang, Yuhong ;
Wang, Baohe .
ENDOCRINE, 2021, 73 (01) :71-84
[10]   Gut microbiota in human metabolic health and disease [J].
Fan, Yong ;
Pedersen, Oluf .
NATURE REVIEWS MICROBIOLOGY, 2021, 19 (01) :55-71