Alterations in the gut virome are associated with type 2 diabetes and diabetic nephropathy
Gang Fan,
Feng Cao,
Tingting Kuang,
Huan Yi,
Chengcheng Zhao,
Lijie Wang,
Jiayan Peng,
Zhenhua Zhuang,
Tong Xu,
Yuting Luo,
Yuchen Xie,
Hongying Li,
Kun Zhang,
Yujiao Zeng,
Xiyu Zhang,
Sihan Peng,
Xianliang Qiu,
Dongqi Zhou,
Huan Liang,
Bin Yang,
Jian Kang,
Ya Liu,
Yi Zhang
Affiliations
Gang Fan
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Feng Cao
Chengdu Life Baseline Technology Co., Ltd. Chengdu, China
Tingting Kuang
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Huan Yi
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Chengcheng Zhao
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Lijie Wang
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Jiayan Peng
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Zhenhua Zhuang
Chengdu Life Baseline Technology Co., Ltd. Chengdu, China
Tong Xu
Chengdu Life Baseline Technology Co., Ltd. Chengdu, China
Yuting Luo
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Yuchen Xie
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Hongying Li
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Kun Zhang
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Yujiao Zeng
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
Xiyu Zhang
Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
Sihan Peng
Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
Xianliang Qiu
Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
Dongqi Zhou
Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
Huan Liang
Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
Bin Yang
Chengdu Life Baseline Technology Co., Ltd. Chengdu, China
Jian Kang
Department of Anorectal, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
Ya Liu
Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
Yi Zhang
State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
ABSTRACTAlthough 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.