Gut Microbial Diversity Assessment of Indian Type-2-Diabetics Reveals Alterations in Eubacteria, Archaea, and Eukaryotes

被引:94
作者
Bhute, Shrikant S. [1 ]
Suryavanshi, Mangesh V. [2 ]
Joshi, Suyog M. [3 ]
Yajnik, Chittaranjan S. [3 ]
Shouche, Yogesh S. [2 ]
Ghaskadbi, Saroj S. [1 ]
机构
[1] Savitribai Phule Pune Univ, Dept Zool, Pune, Maharashtra, India
[2] Microbial Culture Collect Natl Ctr Cell Sci, Pune, Maharashtra, India
[3] KEM Hosp & Res Ctr, Diabet Unit, Pune, Maharashtra, India
基金
英国惠康基金;
关键词
diabetes; gut microbiota; eubacteria; archaea; eukarya; amplicon sequencing; LACTOBACILLUS-RUMINIS STRAINS; INSULIN-RESISTANCE; FUNGAL MICROBIOTA; DIABETES-MELLITUS; MAMMALIAN GUT; COMMUNITIES; GLUCOSE; OBESITY; HEALTH; CLASSIFICATION;
D O I
10.3389/fmicb.2017.00214
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Diabetes in India has distinct genetic, nutritional, developmental and socio-economic aspects; owing to the fact that changes in gut microbiota are associated with diabetes, we employed semiconductor-based sequencing to characterize gut microbiota of diabetic subjects from this region. We suggest consolidated dysbiosis of eubacterial, archaeal and eukaryotic components in the gut microbiota of newly diagnosed (New-DMs) and long-standing diabetic subjects (Known-DMs) compared to healthy subjects (NGTs). Increased abundance of phylum Firmicutes (p = 0.010) and Operational Taxonomic Units (OTUs) of Lactobacillus (p < 0.01) were observed in Known-DMs subjects along with the concomitant graded decrease in butyrate-producing bacterial families like Ruminococcaceae and Lachnospiraceae. Eukaryotes and fungi were the least affected components in these subjects but archaea, except Methanobrevibacter were significantly decreased in them. The two dominant archaea viz. Methanobrevibacater and Methanosphaera followed opposite trends in abundance from NGTs to Known-DMs subjects. There was a substantial reduction in eubacteria, with a noticeable decrease in Bacteroidetes phylum (p = 0.098) and an increased abundance of fungi in New-DMs subjects. Likewise, opportunistic fungal pathogens such as Aspergillus, Candida were found to be enriched in New-DMs subjects. Analysis of eubacterial interaction network revealed disease-state specific patterns of ecological interactions, suggesting the distinct behavior of individual components of eubacteria in response to the disease. PERMANOVA test indicated that the eubacterial component was associated with diabetes-related risk factors like high triglyceride (p = 0.05), low HDL (p = 0.03), and waist-to-hip ratio (p = 0.02). Metagenomic imputation of eubacteria depict deficiencies of various essential functions such as carbohydrate metabolism, amino acid metabolism etc. in New-DMs subjects. Results presented here shows that in diabetes, microbial dysbiosis may not be just limited to eubacteria. Due to the inter-linked metabolic interactions among the eubacteria, archaea and eukarya in the gut, it may extend into other two domains leading to trans-domain dysbiosis in microbiota. Our results thus contribute to and expand the identification of biomarkers in diabetes.
引用
收藏
页数:15
相关论文
共 84 条
[1]   The new higher level classification of eukaryotes with emphasis on the taxonomy of protists [J].
Adl, SM ;
Simpson, AGB ;
Farmer, MA ;
Andersen, RA ;
Anderson, OR ;
Barta, JR ;
Bowser, SS ;
Brugerolle, G ;
Fensome, RA ;
Fredericq, S ;
James, TY ;
Karpov, S ;
Kugrens, P ;
Krug, J ;
Lane, CE ;
Lewis, LA ;
Lodge, J ;
Lynn, DH ;
Mann, DG ;
McCourt, RM ;
Mendoza, L ;
Moestrup, O ;
Mozley-Standridge, SE ;
Nerad, TA ;
Shearer, CA ;
Smirnov, AV ;
Spiegel, FW ;
Taylor, MFJR .
JOURNAL OF EUKARYOTIC MICROBIOLOGY, 2005, 52 (05) :399-451
[2]  
Alberti KGMM, 1998, DIABETIC MED, V15, P539, DOI 10.1002/(SICI)1096-9136(199807)15:7<539::AID-DIA668>3.0.CO
[3]  
2-S
[4]   Alterations in Intestinal Microbiota Correlate With Susceptibility to Type 1 Diabetes [J].
Alkanani, Aimon K. ;
Hara, Naoko ;
Gottlieb, Peter A. ;
Ir, Diana ;
Robertson, Charles E. ;
Wagner, Brandie D. ;
Frank, Daniel N. ;
Zipris, Danny .
DIABETES, 2015, 64 (10) :3510-3520
[5]   CHRONIC ATROPHIC ORAL CANDIDIASIS AMONG PATIENTS WITH DIABETES-MELLITUS - ROLE OF SECRETOR STATUS [J].
ALY, FZ ;
BLACKWELL, CC ;
MACKENZIE, DAC ;
WEIR, DM ;
ELTON, RA ;
CUMMING, CG ;
SOFAER, JA ;
CLARKE, BF .
EPIDEMIOLOGY AND INFECTION, 1991, 106 (02) :355-363
[6]   PERMANOVA, ANOSIM, and the Mantel test in the face of heterogeneous dispersions: What null hypothesis are you testing? [J].
Anderson, Marti J. ;
Walsh, Daniel C. I. .
ECOLOGICAL MONOGRAPHS, 2013, 83 (04) :557-574
[7]   Prevalence of diabetes and prediabetes (impaired fasting glucose and/or impaired glucose tolerance) in urban and rural India: Phase I results of the Indian Council of Medical Research-INdia DIABetes (ICMR-INDIAB) study [J].
Anjana, R. M. ;
Pradeepa, R. ;
Deepa, M. ;
Datta, M. ;
Sudha, V. ;
Unnikrishnan, R. ;
Bhansali, A. ;
Joshi, S. R. ;
Joshi, P. P. ;
Yajnik, C. S. ;
Dhandhania, V. K. ;
Nath, L. M. ;
Das, A. K. ;
Rao, P. V. ;
Madhu, S. V. ;
Shukla, D. K. ;
Kaur, T. ;
Priya, M. ;
Nirmal, E. ;
Parvathi, S. J. ;
Subhashini, S. ;
Subashini, R. ;
Ali, M. K. ;
Mohan, V. .
DIABETOLOGIA, 2011, 54 (12) :3022-3027
[8]  
[Anonymous], 2015, IDF Diabetes Atlas, V7
[9]   Enterotypes of the human gut microbiome (vol 473, pg 174, 2011) [J].
Arumugam, Manimozhiyan ;
Raes, Jeroen ;
Pelletier, Eric ;
Le Paslier, Denis ;
Yamada, Takuji ;
Mende, Daniel R. ;
Fernandes, Gabriel R. ;
Tap, Julien ;
Bruls, Thomas ;
Batto, Jean-Michel ;
Bertalan, Marcelo ;
Borruel, Natalia ;
Casellas, Francesc ;
Fernandez, Leyden ;
Gautier, Laurent ;
Hansen, Torben ;
Hattori, Masahira ;
Hayashi, Tetsuya ;
Kleerebezem, Michiel ;
Kurokawa, Ken ;
Leclerc, Marion ;
Levenez, Florence ;
Manichanh, Chaysavanh ;
Nielsen, H. Bjorn ;
Nielsen, Trine ;
Pons, Nicolas ;
Poulain, Julie ;
Qin, Junjie ;
Sicheritz-Ponten, Thomas ;
Tims, Sebastian ;
Torrents, David ;
Ugarte, Edgardo ;
Zoetendal, Erwin G. ;
Wang, Jun ;
Guarner, Francisco ;
Pedersen, Oluf ;
de Vos, Willem M. ;
Brunak, Soren ;
Dore, Joel ;
Weissenbach, Jean ;
Ehrlich, S. Dusko ;
Bork, Peer .
NATURE, 2014, 506 (7489) :516-516
[10]   Enterotypes of the human gut microbiome [J].
Arumugam, Manimozhiyan ;
Raes, Jeroen ;
Pelletier, Eric ;
Le Paslier, Denis ;
Yamada, Takuji ;
Mende, Daniel R. ;
Fernandes, Gabriel R. ;
Tap, Julien ;
Bruls, Thomas ;
Batto, Jean-Michel ;
Bertalan, Marcelo ;
Borruel, Natalia ;
Casellas, Francesc ;
Fernandez, Leyden ;
Gautier, Laurent ;
Hansen, Torben ;
Hattori, Masahira ;
Hayashi, Tetsuya ;
Kleerebezem, Michiel ;
Kurokawa, Ken ;
Leclerc, Marion ;
Levenez, Florence ;
Manichanh, Chaysavanh ;
Nielsen, H. Bjorn ;
Nielsen, Trine ;
Pons, Nicolas ;
Poulain, Julie ;
Qin, Junjie ;
Sicheritz-Ponten, Thomas ;
Tims, Sebastian ;
Torrents, David ;
Ugarte, Edgardo ;
Zoetendal, Erwin G. ;
Wang, Jun ;
Guarner, Francisco ;
Pedersen, Oluf ;
de Vos, Willem M. ;
Brunak, Soren ;
Dore, Joel ;
Weissenbach, Jean ;
Ehrlich, S. Dusko ;
Bork, Peer .
NATURE, 2011, 473 (7346) :174-180