Sub-clinical detection of gut microbial biomarkers of obesity and type 2 diabetes

Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is unclear whether these microbial changes precede disease onset. Twin cohorts present a unique genetically-controlled opportunity to study the...

Full description

Saved in:
Bibliographic Details
Published inGenome medicine Vol. 8; no. 1; p. 17
Main Authors Yassour, Moran, Lim, Mi Young, Yun, Hyun Sun, Tickle, Timothy L., Sung, Joohon, Song, Yun-Mi, Lee, Kayoung, Franzosa, Eric A., Morgan, Xochitl C., Gevers, Dirk, Lander, Eric S., Xavier, Ramnik J., Birren, Bruce W., Ko, GwangPyo, Huttenhower, Curtis
Format Journal Article
LanguageEnglish
Published England BioMed Central Ltd 17.02.2016
BioMed Central
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is unclear whether these microbial changes precede disease onset. Twin cohorts present a unique genetically-controlled opportunity to study the relationships between lifestyle factors and the microbiome. In particular, we hypothesized that family-independent changes in microbial composition and metabolic function during the sub-clinical state of T2D could be either causal or early biomarkers of progression. We collected fecal samples and clinical metadata from 20 monozygotic Korean twins at up to two time points, resulting in 36 stool shotgun metagenomes. While the participants were neither obese nor diabetic, they spanned the entire range of healthy to near-clinical values and thus enabled the study of microbial associations during sub-clinical disease while accounting for genetic background. We found changes both in composition and in function of the sub-clinical gut microbiome, including a decrease in Akkermansia muciniphila suggesting a role prior to the onset of disease, and functional changes reflecting a response to oxidative stress comparable to that previously observed in chronic T2D and inflammatory bowel diseases. Finally, our unique study design allowed us to examine the strain similarity between twins, and we found that twins demonstrate strain-level differences in composition despite species-level similarities. These changes in the microbiome might be used for the early diagnosis of an inflamed gut and T2D prior to clinical onset of the disease and will help to advance toward microbial interventions.
AbstractList Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is unclear whether these microbial changes precede disease onset. Twin cohorts present a unique genetically-controlled opportunity to study the relationships between lifestyle factors and the microbiome. In particular, we hypothesized that family-independent changes in microbial composition and metabolic function during the sub-clinical state of T2D could be either causal or early biomarkers of progression.BACKGROUNDObesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is unclear whether these microbial changes precede disease onset. Twin cohorts present a unique genetically-controlled opportunity to study the relationships between lifestyle factors and the microbiome. In particular, we hypothesized that family-independent changes in microbial composition and metabolic function during the sub-clinical state of T2D could be either causal or early biomarkers of progression.We collected fecal samples and clinical metadata from 20 monozygotic Korean twins at up to two time points, resulting in 36 stool shotgun metagenomes. While the participants were neither obese nor diabetic, they spanned the entire range of healthy to near-clinical values and thus enabled the study of microbial associations during sub-clinical disease while accounting for genetic background.METHODSWe collected fecal samples and clinical metadata from 20 monozygotic Korean twins at up to two time points, resulting in 36 stool shotgun metagenomes. While the participants were neither obese nor diabetic, they spanned the entire range of healthy to near-clinical values and thus enabled the study of microbial associations during sub-clinical disease while accounting for genetic background.We found changes both in composition and in function of the sub-clinical gut microbiome, including a decrease in Akkermansia muciniphila suggesting a role prior to the onset of disease, and functional changes reflecting a response to oxidative stress comparable to that previously observed in chronic T2D and inflammatory bowel diseases. Finally, our unique study design allowed us to examine the strain similarity between twins, and we found that twins demonstrate strain-level differences in composition despite species-level similarities.RESULTSWe found changes both in composition and in function of the sub-clinical gut microbiome, including a decrease in Akkermansia muciniphila suggesting a role prior to the onset of disease, and functional changes reflecting a response to oxidative stress comparable to that previously observed in chronic T2D and inflammatory bowel diseases. Finally, our unique study design allowed us to examine the strain similarity between twins, and we found that twins demonstrate strain-level differences in composition despite species-level similarities.These changes in the microbiome might be used for the early diagnosis of an inflamed gut and T2D prior to clinical onset of the disease and will help to advance toward microbial interventions.CONCLUSIONSThese changes in the microbiome might be used for the early diagnosis of an inflamed gut and T2D prior to clinical onset of the disease and will help to advance toward microbial interventions.
Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is unclear whether these microbial changes precede disease onset. Twin cohorts present a unique genetically-controlled opportunity to study the relationships between lifestyle factors and the microbiome. In particular, we hypothesized that family-independent changes in microbial composition and metabolic function during the sub-clinical state of T2D could be either causal or early biomarkers of progression. We collected fecal samples and clinical metadata from 20 monozygotic Korean twins at up to two time points, resulting in 36 stool shotgun metagenomes. While the participants were neither obese nor diabetic, they spanned the entire range of healthy to near-clinical values and thus enabled the study of microbial associations during sub-clinical disease while accounting for genetic background. We found changes both in composition and in function of the sub-clinical gut microbiome, including a decrease in Akkermansia muciniphila suggesting a role prior to the onset of disease, and functional changes reflecting a response to oxidative stress comparable to that previously observed in chronic T2D and inflammatory bowel diseases. Finally, our unique study design allowed us to examine the strain similarity between twins, and we found that twins demonstrate strain-level differences in composition despite species-level similarities. These changes in the microbiome might be used for the early diagnosis of an inflamed gut and T2D prior to clinical onset of the disease and will help to advance toward microbial interventions. The online version of this article (doi:10.1186/s13073-016-0271-6) contains supplementary material, which is available to authorized users.
Background Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is unclear whether these microbial changes precede disease onset. Twin cohorts present a unique genetically-controlled opportunity to study the relationships between lifestyle factors and the microbiome. In particular, we hypothesized that family-independent changes in microbial composition and metabolic function during the sub-clinical state of T2D could be either causal or early biomarkers of progression. Methods We collected fecal samples and clinical metadata from 20 monozygotic Korean twins at up to two time points, resulting in 36 stool shotgun metagenomes. While the participants were neither obese nor diabetic, they spanned the entire range of healthy to near-clinical values and thus enabled the study of microbial associations during sub-clinical disease while accounting for genetic background. Results We found changes both in composition and in function of the sub-clinical gut microbiome, including a decrease in Akkermansia muciniphila suggesting a role prior to the onset of disease, and functional changes reflecting a response to oxidative stress comparable to that previously observed in chronic T2D and inflammatory bowel diseases. Finally, our unique study design allowed us to examine the strain similarity between twins, and we found that twins demonstrate strain-level differences in composition despite species-level similarities. Conclusions These changes in the microbiome might be used for the early diagnosis of an inflamed gut and T2D prior to clinical onset of the disease and will help to advance toward microbial interventions.
Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is unclear whether these microbial changes precede disease onset. Twin cohorts present a unique genetically-controlled opportunity to study the relationships between lifestyle factors and the microbiome. In particular, we hypothesized that family-independent changes in microbial composition and metabolic function during the sub-clinical state of T2D could be either causal or early biomarkers of progression. We collected fecal samples and clinical metadata from 20 monozygotic Korean twins at up to two time points, resulting in 36 stool shotgun metagenomes. While the participants were neither obese nor diabetic, they spanned the entire range of healthy to near-clinical values and thus enabled the study of microbial associations during sub-clinical disease while accounting for genetic background. We found changes both in composition and in function of the sub-clinical gut microbiome, including a decrease in Akkermansia muciniphila suggesting a role prior to the onset of disease, and functional changes reflecting a response to oxidative stress comparable to that previously observed in chronic T2D and inflammatory bowel diseases. Finally, our unique study design allowed us to examine the strain similarity between twins, and we found that twins demonstrate strain-level differences in composition despite species-level similarities. These changes in the microbiome might be used for the early diagnosis of an inflamed gut and T2D prior to clinical onset of the disease and will help to advance toward microbial interventions.
Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is unclear whether these microbial changes precede disease onset. Twin cohorts present a unique genetically-controlled opportunity to study the relationships between lifestyle factors and the microbiome. In particular, we hypothesized that family-independent changes in microbial composition and metabolic function during the sub-clinical state of T2D could be either causal or early biomarkers of progression. We collected fecal samples and clinical metadata from 20 monozygotic Korean twins at up to two time points, resulting in 36 stool shotgun metagenomes. While the participants were neither obese nor diabetic, they spanned the entire range of healthy to near-clinical values and thus enabled the study of microbial associations during sub-clinical disease while accounting for genetic background. We found changes both in composition and in function of the sub-clinical gut microbiome, including a decrease in Akkermansia muciniphila suggesting a role prior to the onset of disease, and functional changes reflecting a response to oxidative stress comparable to that previously observed in chronic T2D and inflammatory bowel diseases. Finally, our unique study design allowed us to examine the strain similarity between twins, and we found that twins demonstrate strain-level differences in composition despite species-level similarities. These changes in the microbiome might be used for the early diagnosis of an inflamed gut and T2D prior to clinical onset of the disease and will help to advance toward microbial interventions.
ArticleNumber 17
Audience Academic
Author Gevers, Dirk
Franzosa, Eric A.
Yun, Hyun Sun
Yassour, Moran
Lander, Eric S.
Sung, Joohon
Ko, GwangPyo
Birren, Bruce W.
Lee, Kayoung
Tickle, Timothy L.
Xavier, Ramnik J.
Lim, Mi Young
Song, Yun-Mi
Huttenhower, Curtis
Morgan, Xochitl C.
Author_xml – sequence: 1
  givenname: Moran
  surname: Yassour
  fullname: Yassour, Moran
– sequence: 2
  givenname: Mi Young
  surname: Lim
  fullname: Lim, Mi Young
– sequence: 3
  givenname: Hyun Sun
  surname: Yun
  fullname: Yun, Hyun Sun
– sequence: 4
  givenname: Timothy L.
  surname: Tickle
  fullname: Tickle, Timothy L.
– sequence: 5
  givenname: Joohon
  surname: Sung
  fullname: Sung, Joohon
– sequence: 6
  givenname: Yun-Mi
  surname: Song
  fullname: Song, Yun-Mi
– sequence: 7
  givenname: Kayoung
  surname: Lee
  fullname: Lee, Kayoung
– sequence: 8
  givenname: Eric A.
  surname: Franzosa
  fullname: Franzosa, Eric A.
– sequence: 9
  givenname: Xochitl C.
  surname: Morgan
  fullname: Morgan, Xochitl C.
– sequence: 10
  givenname: Dirk
  surname: Gevers
  fullname: Gevers, Dirk
– sequence: 11
  givenname: Eric S.
  surname: Lander
  fullname: Lander, Eric S.
– sequence: 12
  givenname: Ramnik J.
  surname: Xavier
  fullname: Xavier, Ramnik J.
– sequence: 13
  givenname: Bruce W.
  surname: Birren
  fullname: Birren, Bruce W.
– sequence: 14
  givenname: GwangPyo
  surname: Ko
  fullname: Ko, GwangPyo
– sequence: 15
  givenname: Curtis
  surname: Huttenhower
  fullname: Huttenhower, Curtis
BackLink https://www.ncbi.nlm.nih.gov/pubmed/26884067$$D View this record in MEDLINE/PubMed
BookMark eNqNkl2L1DAUhoOsuB_6A7yRgiDedE3SfPVGWBa_YEFEBe9CmpzMZM00a5MK8-9NmXWdWUSkFyk9z_v25Jz3FB2NaQSEnhJ8TogSrzLpsOxaTESLqSSteIBOiOSi7Xv27Wjv_Rid5nyNsWCUyUfomAqlGBbyBH36PA-tjWEM1sTGQQFbQhqb5JvVXJpNsFMaQi0NIW3M9B2mvNTSADmUbWNG15TtDTS0ccEMVZ4fo4fexAxPbs8z9PXtmy-X79urj-8-XF5ctVZQVloH1mMYuOh6zj3jnireO8F66oRnUnAlQJkeqKOSks4T79TAKAwO94Z41Z2h1zvfm3nYgLMwlslEfTOF2udWJxP0YWUMa71KPzWrU2GcV4OXtwZT-jFDLnoTsoUYzQhpzppI2fWkU1z9ByoEFUxKWtHn99DrNE9jncRiSHC9JsF_qJWJoMPoU23RLqb6gvFOKdxJUqnzv1D1cVAXU7PgQ_1-IHixJ1iDiWWdU5yXleZD8Nn-8O6m9jsYFSA7oO4_5wn8HUKwXsKnd-HTNXx6CZ8WVSPvaWwoZvl3bTvEfyh_Af2b2xg
CitedBy_id crossref_primary_10_1186_s40168_024_01975_x
crossref_primary_10_3389_fimmu_2020_00645
crossref_primary_10_1093_ajcn_nqac217
crossref_primary_10_1016_j_tem_2018_03_014
crossref_primary_10_3390_biology11111586
crossref_primary_10_1089_fpd_2024_0046
crossref_primary_10_3390_metabo12010064
crossref_primary_10_1136_gutjnl_2019_320105
crossref_primary_10_3390_cancers13205067
crossref_primary_10_3390_nu12123719
crossref_primary_10_3390_cancers12071946
crossref_primary_10_1002_mnfr_202001051
crossref_primary_10_1128_mBio_00478_21
crossref_primary_10_3389_fendo_2023_1190954
crossref_primary_10_3390_nu16203544
crossref_primary_10_3389_fmolb_2023_1224982
crossref_primary_10_1016_j_fbio_2018_07_002
crossref_primary_10_2147_DMSO_S311388
crossref_primary_10_3748_wjg_v28_i48_6846
crossref_primary_10_1538_expanim_17_0021
crossref_primary_10_1038_s41598_023_31783_6
crossref_primary_10_1016_j_envres_2020_109485
crossref_primary_10_3390_life14081016
crossref_primary_10_3390_genes13091513
crossref_primary_10_1371_journal_pone_0265323
crossref_primary_10_1039_D0FO01439G
crossref_primary_10_1016_j_clnu_2018_12_024
crossref_primary_10_1186_s13102_024_01029_7
crossref_primary_10_1007_s11695_020_04494_4
crossref_primary_10_1186_s13073_021_00851_9
crossref_primary_10_23736_S2724_6507_22_03752_6
crossref_primary_10_1021_acsomega_9b03798
crossref_primary_10_1371_journal_pone_0227373
crossref_primary_10_1007_s43657_023_00095_0
crossref_primary_10_3389_fmicb_2019_00232
crossref_primary_10_3389_fendo_2023_1113611
crossref_primary_10_1126_scitranslmed_aaf9655
crossref_primary_10_3389_fmicb_2018_01231
crossref_primary_10_1016_j_tifs_2017_10_010
crossref_primary_10_1039_C9FO01570A
crossref_primary_10_3389_fmicb_2023_1172400
crossref_primary_10_1016_j_intimp_2018_01_020
crossref_primary_10_1126_scitranslmed_adg2773
crossref_primary_10_1155_jfbc_6891209
crossref_primary_10_3390_nu12113471
crossref_primary_10_3390_biomedicines10123272
crossref_primary_10_2174_0122103155273189231119065235
crossref_primary_10_3389_fendo_2021_747646
crossref_primary_10_1007_s11154_016_9358_z
crossref_primary_10_15407_microbiolj81_06_131
crossref_primary_10_1016_j_nut_2022_111606
crossref_primary_10_2147_DMSO_S421134
crossref_primary_10_1016_j_jadohealth_2019_06_005
crossref_primary_10_1093_nar_gkae1007
crossref_primary_10_3390_molecules26030714
crossref_primary_10_1016_j_addr_2023_114774
crossref_primary_10_1053_j_gastro_2016_06_051
crossref_primary_10_21518_ms2024_386
crossref_primary_10_1097_QAD_0000000000002131
crossref_primary_10_1080_19490976_2020_1737307
crossref_primary_10_3390_microorganisms9010018
crossref_primary_10_1038_s41598_018_24342_x
crossref_primary_10_1080_19490976_2020_1802866
crossref_primary_10_1080_19490976_2021_1984104
crossref_primary_10_1155_2016_2718275
crossref_primary_10_2174_1389201021666200514220950
crossref_primary_10_3390_nu10030275
crossref_primary_10_1007_s11892_018_1057_6
crossref_primary_10_1515_jbcpp_2019_0120
crossref_primary_10_1136_gutjnl_2019_319322
crossref_primary_10_3389_fcimb_2018_00237
crossref_primary_10_1007_s00394_021_02538_8
crossref_primary_10_3390_ijerph18168807
crossref_primary_10_1136_gutjnl_2018_316723
crossref_primary_10_3390_microorganisms9030618
crossref_primary_10_3389_fcimb_2021_599467
crossref_primary_10_1016_j_anai_2017_05_006
crossref_primary_10_3390_ijms24010045
crossref_primary_10_1017_gheg_2020_2
crossref_primary_10_3389_fmicb_2022_887728
crossref_primary_10_1016_j_foodres_2020_109858
crossref_primary_10_3390_ijms23147509
crossref_primary_10_3389_fmicb_2018_02009
crossref_primary_10_3390_nu16223971
crossref_primary_10_1016_j_arcmed_2017_11_003
crossref_primary_10_1039_D1FO04358G
crossref_primary_10_1136_bmjdrc_2020_001319
crossref_primary_10_1016_j_cell_2019_12_025
crossref_primary_10_3389_fendo_2022_1010806
crossref_primary_10_3390_nu12092785
crossref_primary_10_1016_j_clnesp_2024_05_012
crossref_primary_10_1007_s00125_017_4278_3
crossref_primary_10_3390_ijms22083816
crossref_primary_10_3390_nu14153182
crossref_primary_10_1038_s41598_019_49462_w
crossref_primary_10_1210_endrev_bnac004
crossref_primary_10_1016_j_bbrc_2023_09_064
crossref_primary_10_1016_j_tem_2019_04_002
crossref_primary_10_1111_jam_15036
crossref_primary_10_3389_fnut_2021_748503
crossref_primary_10_3389_fmicb_2017_01725
crossref_primary_10_3390_molecules29122747
crossref_primary_10_1055_a_2266_1503
crossref_primary_10_1186_s13098_021_00724_6
crossref_primary_10_1016_j_jcmgh_2023_06_009
crossref_primary_10_1016_S2213_8587_18_30037_8
crossref_primary_10_1021_acs_jafc_0c07783
crossref_primary_10_1007_s40123_020_00278_2
crossref_primary_10_1089_acm_2020_0148
crossref_primary_10_2196_44850
crossref_primary_10_1016_j_impact_2021_100343
crossref_primary_10_1371_journal_pone_0290261
crossref_primary_10_3389_fendo_2023_1149256
crossref_primary_10_5937_arhfarm73_46921
crossref_primary_10_1016_j_jsb_2020_107593
crossref_primary_10_3390_ijerph20021348
crossref_primary_10_1111_odi_12676
crossref_primary_10_1172_JCI129194
crossref_primary_10_1080_09637486_2018_1471590
crossref_primary_10_1016_j_chom_2023_05_007
crossref_primary_10_1051_medsci_20163211010
crossref_primary_10_1016_j_freeradbiomed_2024_09_017
crossref_primary_10_1007_s10620_022_07500_0
crossref_primary_10_3390_ijms23020991
crossref_primary_10_3390_antiox11020316
crossref_primary_10_1016_j_anaerobe_2019_102135
crossref_primary_10_1080_1040841X_2023_2257776
crossref_primary_10_3390_antiox12081487
crossref_primary_10_1080_19490976_2023_2246634
crossref_primary_10_33667_2078_5631_2020_30_48_53
crossref_primary_10_1080_10408398_2024_2416481
crossref_primary_10_3390_life12081263
crossref_primary_10_1111_nyas_13588
crossref_primary_10_4103_jod_jod_9_20
crossref_primary_10_1016_j_chom_2019_07_004
crossref_primary_10_1038_s41574_020_00427_4
crossref_primary_10_1016_j_joim_2020_12_004
crossref_primary_10_1016_j_jnutbio_2018_07_008
crossref_primary_10_1016_j_anaerobe_2017_06_002
crossref_primary_10_3390_nu15234901
crossref_primary_10_3389_fgene_2018_00212
crossref_primary_10_1016_j_cmet_2024_12_010
crossref_primary_10_3390_nu13051389
crossref_primary_10_1371_journal_pone_0298602
crossref_primary_10_1016_j_biopha_2024_117198
crossref_primary_10_1080_19490976_2023_2226925
crossref_primary_10_3390_molecules27082502
crossref_primary_10_1093_sxmrev_qeae049
crossref_primary_10_3390_fermentation9100895
crossref_primary_10_1038_s41467_020_15457_9
crossref_primary_10_1186_s12866_019_1489_4
crossref_primary_10_1016_j_foodchem_2023_137560
crossref_primary_10_1002_jsfa_12352
crossref_primary_10_1177_17562848221115320
crossref_primary_10_1016_j_fshw_2023_03_026
crossref_primary_10_3390_ijms23010295
crossref_primary_10_1097_INF_0000000000003905
crossref_primary_10_3390_metabo11080499
crossref_primary_10_3389_fmicb_2017_01765
crossref_primary_10_1128_Spectrum_00042_21
crossref_primary_10_1038_s43587_024_00678_0
crossref_primary_10_3389_fmicb_2020_00219
crossref_primary_10_1080_19490976_2020_1717719
crossref_primary_10_1042_CS20180087
crossref_primary_10_3390_nu12103032
crossref_primary_10_1042_ETLS20170041
crossref_primary_10_3389_fcell_2021_719072
crossref_primary_10_1186_s13062_019_0252_y
crossref_primary_10_1016_j_fct_2025_115280
crossref_primary_10_56083_RCV4N10_108
crossref_primary_10_1186_s40168_020_00969_9
crossref_primary_10_1016_j_jff_2017_06_030
crossref_primary_10_1080_07853890_2025_2474730
crossref_primary_10_1186_s12986_023_00767_8
crossref_primary_10_3390_jpm11030238
crossref_primary_10_1186_s12986_017_0170_x
crossref_primary_10_1016_j_clim_2016_07_026
crossref_primary_10_17116_profmed20222506180
crossref_primary_10_1038_s41591_019_0495_2
crossref_primary_10_1186_s40168_021_01069_y
crossref_primary_10_1016_j_pranut_2023_12_007
crossref_primary_10_4103_ayu_AYU_7_20
crossref_primary_10_1016_j_archoralbio_2020_104730
crossref_primary_10_3390_microorganisms10030665
crossref_primary_10_1155_2021_5597401
crossref_primary_10_1039_D2FO01478E
crossref_primary_10_3389_fvets_2019_00199
crossref_primary_10_3390_jcm10225328
crossref_primary_10_3390_molecules26195812
crossref_primary_10_3389_fnut_2023_1110536
crossref_primary_10_2174_1573399820666230515115307
crossref_primary_10_3389_fendo_2022_1074348
crossref_primary_10_1186_s40168_024_01971_1
crossref_primary_10_3390_nu15081815
crossref_primary_10_1089_met_2022_0071
crossref_primary_10_1007_s11684_022_0960_z
crossref_primary_10_1016_j_crfs_2024_100968
crossref_primary_10_1210_en_2017_00288
crossref_primary_10_3389_fmicb_2022_1037708
crossref_primary_10_3390_microorganisms8091360
crossref_primary_10_3390_nu13103344
crossref_primary_10_1097_HEP_0000000000000836
crossref_primary_10_1002_1873_3468_13753
crossref_primary_10_1016_j_micpath_2017_07_034
crossref_primary_10_3389_fimmu_2022_934695
crossref_primary_10_3390_nu13031013
Cites_doi 10.1038/nature11450
10.1093/nar/gkt963
10.1038/srep07348
10.1186/gb-2012-13-9-r79
10.1097/MOG.0b013e328333d751
10.2337/db06-1491
10.1074/jbc.M300781200
10.1073/pnas.0704189104
10.1126/science.1237439
10.2337/diabetes.52.8.2097
10.1017/S0007114510000176
10.1038/nature08937
10.1096/fasebj.10.4.8647346
10.1073/pnas.96.4.1639
10.2337/diacare.27.3.813
10.1038/oby.2009.167
10.1073/pnas.0812600106
10.1016/j.cell.2012.01.035
10.1136/ard.55.11.837
10.1002/oby.20466
10.1007/BF00280883
10.1038/nature05414
10.1038/4441022a
10.1093/ajcn/88.4.894
10.1375/twin.9.6.844
10.1371/journal.pone.0084689
10.1038/nature11234
10.1073/pnas.1319284111
10.1073/pnas.1005963107
10.1073/pnas.0504978102
10.1038/nature12198
10.1038/nri2449
10.1375/twin.13.3.223
10.1093/nar/gkp896
10.1371/journal.pcbi.1002863
10.1111/j.1365-2672.2012.05344.x
10.1371/journal.pone.0088260
10.1038/oby.2012.110
10.1038/nmeth.2066
10.1128/JB.188.1.317-327.2006
10.1371/journal.pcbi.1002358
10.1172/JCI200319246
10.1073/pnas.212527599
10.1073/pnas.1219451110
10.1038/39335
10.1172/JCI200319451
10.1172/JCI200525102
10.1038/nature09944
10.1038/nature07540
10.1126/science.1123061
10.1038/nature10213
ContentType Journal Article
Copyright COPYRIGHT 2016 BioMed Central Ltd.
Copyright BioMed Central 2016
Yassour et al. 2016
Copyright_xml – notice: COPYRIGHT 2016 BioMed Central Ltd.
– notice: Copyright BioMed Central 2016
– notice: Yassour et al. 2016
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7X7
7XB
88E
8FE
8FH
8FI
8FJ
8FK
ABUWG
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M1P
M7P
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
7X8
7QO
8FD
FR3
P64
RC3
5PM
DOI 10.1186/s13073-016-0271-6
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Medical Database (Alumni Edition)
ProQuest SciTech Collection
ProQuest Natural Science Journals
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One
ProQuest Central
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
ProQuest SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Biological Sciences
ProQuest Health & Medical Collection
Medical Database
Biological Science Database
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
MEDLINE - Academic
Biotechnology Research Abstracts
Technology Research Database
Engineering Research Database
Biotechnology and BioEngineering Abstracts
Genetics Abstracts
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Health & Medical Research Collection
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Health & Medical Research Collection
Biological Science Collection
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
Genetics Abstracts
Engineering Research Database
Biotechnology Research Abstracts
Technology Research Database
Biotechnology and BioEngineering Abstracts
DatabaseTitleList MEDLINE - Academic
Genetics Abstracts

Publicly Available Content Database
MEDLINE


Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 3
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 1756-994X
ExternalDocumentID PMC4756455
3973138251
A453880371
26884067
10_1186_s13073_016_0271_6
Genre Twin Study
Journal Article
GrantInformation_xml – fundername: NHGRI NIH HHS
  grantid: R01 HG005969
– fundername: NIDDK NIH HHS
  grantid: P30 DK043351
– fundername: ;
  grantid: DK043351
– fundername: ;
  grantid: DBI-1053486
– fundername: ;
  grantid: W911NF-11-1-0473
– fundername: ;
  grantid: 17-2011-529
– fundername: ;
  grantid: R01HG005969
– fundername: ;
  grantid: NRF2012-0008692
– fundername: ;
  grantid: PLF-5972-GD
GroupedDBID ---
0R~
2WC
53G
5VS
7X7
88E
8FE
8FH
8FI
8FJ
AAFWJ
AAJSJ
AASML
AAYXX
ABDBF
ABUWG
ACGFS
ACJQM
ACUHS
ADUKV
AENEX
AFKRA
AFPKN
AHBYD
AHSBF
AHYZX
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AMKLP
AOIAM
BBNVY
BENPR
BHPHI
BMC
BPHCQ
BVXVI
C6C
CCPQU
CITATION
DIK
E3Z
EBD
EBLON
EBS
EJD
ESX
FYUFA
GROUPED_DOAJ
GX1
H13
HCIFZ
HMCUK
HYE
IAO
IHR
IHW
INH
INR
ITC
KQ8
LK8
M1P
M7P
MK0
M~E
O5R
O5S
OK1
PGMZT
PHGZM
PHGZT
PIMPY
PQQKQ
PROAC
PSQYO
RBZ
ROL
RPM
RSV
SBL
SOJ
TUS
UKHRP
CGR
CUY
CVF
ECM
EIF
NPM
PMFND
3V.
7XB
8FK
AZQEC
DWQXO
GNUQQ
K9.
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQUKI
PRINS
7X8
7QO
8FD
FR3
P64
RC3
5PM
ID FETCH-LOGICAL-c624t-decf0eb563955f45f2859d6492d6f476586e8a9e2d27213f1fd8b42ebd09a1f83
IEDL.DBID 7X7
ISSN 1756-994X
IngestDate Thu Aug 21 18:23:47 EDT 2025
Thu Jul 10 17:25:13 EDT 2025
Thu Jul 10 23:56:04 EDT 2025
Fri Jul 25 11:59:19 EDT 2025
Tue Jun 17 21:29:15 EDT 2025
Tue Jun 10 20:38:38 EDT 2025
Thu May 22 20:58:58 EDT 2025
Thu Apr 03 07:08:09 EDT 2025
Thu Apr 24 23:11:15 EDT 2025
Tue Jul 01 04:01:06 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c624t-decf0eb563955f45f2859d6492d6f476586e8a9e2d27213f1fd8b42ebd09a1f83
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
OpenAccessLink https://www.proquest.com/docview/1771028510?pq-origsite=%requestingapplication%
PMID 26884067
PQID 1771028510
PQPubID 2040231
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_4756455
proquest_miscellaneous_1773913858
proquest_miscellaneous_1766264772
proquest_journals_1771028510
gale_infotracmisc_A453880371
gale_infotracacademiconefile_A453880371
gale_healthsolutions_A453880371
pubmed_primary_26884067
crossref_primary_10_1186_s13073_016_0271_6
crossref_citationtrail_10_1186_s13073_016_0271_6
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2016-02-17
PublicationDateYYYYMMDD 2016-02-17
PublicationDate_xml – month: 02
  year: 2016
  text: 2016-02-17
  day: 17
PublicationDecade 2010
PublicationPlace England
PublicationPlace_xml – name: England
– name: London
PublicationTitle Genome medicine
PublicationTitleAlternate Genome Med
PublicationYear 2016
Publisher BioMed Central Ltd
BioMed Central
Publisher_xml – name: BioMed Central Ltd
– name: BioMed Central
References PJ Turnbaugh (271_CR5) 2006; 444
RE Ley (271_CR34) 2010; 26
Human Microbiome Project Consortium (271_CR21) 2012; 486
RE Ley (271_CR31) 2005; 102
O Koren (271_CR22) 2013; 9
SP Weisberg (271_CR44) 2003; 112
MG Surette (271_CR27) 1999; 96
JJ Faith (271_CR14) 2013; 341
Z Sun (271_CR28) 2014; 9
FD Ciccarelli (271_CR41) 2006; 311
PJ Turnbaugh (271_CR6) 2009; 457
DR Matthews (271_CR17) 1985; 28
RE Ley (271_CR8) 2006; 444
C De Filippo (271_CR24) 2010; 107
CL Karlsson (271_CR9) 2012; 20
A Everard (271_CR30) 2013; 110
J Qin (271_CR3) 2012; 490
A Schwiertz (271_CR32) 2010; 18
JU Scher (271_CR42) 2013; 2
E Barrett (271_CR29) 2012; 113
EA Franzosa (271_CR53) 2014; 111
FH Karlsson (271_CR4) 2013; 498
KE Wellen (271_CR46) 2005; 115
JC Clemente (271_CR1) 2012; 148
GS Hotamisligil (271_CR43) 2008; 8
MY Lim (271_CR2) 2014; 4
M Kanehisa (271_CR20) 2010; 38
FJ Verdam (271_CR7) 2013; 21
MM Finucane (271_CR12) 2014; 9
MA Schell (271_CR25) 2002; 99
H Zhang (271_CR33) 2009; 106
N Segata (271_CR18) 2012; 9
DM Mulherin (271_CR35) 1996; 55
S Abubucker (271_CR19) 2012; 8
PK Chiang (271_CR39) 1996; 10
H Xu (271_CR48) 2003; 112
A Santacruz (271_CR10) 2010; 104
G Engstrom (271_CR45) 2003; 52
AL Kau (271_CR51) 2011; 474
J Sung (271_CR16) 2006; 9
JH Hehemann (271_CR26) 2010; 464
JC Pickup (271_CR50) 2004; 27
KR Hazlett (271_CR36) 2003; 278
XC Morgan (271_CR13) 2012; 13
BS Samuel (271_CR23) 2007; 104
VM Markowitz (271_CR38) 2014; 42
PD Cani (271_CR47) 2007; 56
M Arumugam (271_CR52) 2011; 473
J-Y Kim (271_CR40) 2008; 17
KT Uysal (271_CR49) 1997; 389
DA Rodionov (271_CR37) 2006; 188
YM Song (271_CR15) 2010; 13
MC Collado (271_CR11) 2008; 88
References_xml – volume: 490
  start-page: 55
  issue: 7418
  year: 2012
  ident: 271_CR3
  publication-title: Nature
  doi: 10.1038/nature11450
– volume: 42
  start-page: D560
  issue: Database issue
  year: 2014
  ident: 271_CR38
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkt963
– volume: 4
  start-page: 7348
  year: 2014
  ident: 271_CR2
  publication-title: Sci Rep.
  doi: 10.1038/srep07348
– volume: 13
  start-page: R79
  issue: 9
  year: 2012
  ident: 271_CR13
  publication-title: Genome Biol
  doi: 10.1186/gb-2012-13-9-r79
– volume: 26
  start-page: 5
  issue: 1
  year: 2010
  ident: 271_CR34
  publication-title: Curr Opin Gastroenterol
  doi: 10.1097/MOG.0b013e328333d751
– volume: 56
  start-page: 1761
  issue: 7
  year: 2007
  ident: 271_CR47
  publication-title: Diabetes
  doi: 10.2337/db06-1491
– volume: 278
  start-page: 20687
  issue: 23
  year: 2003
  ident: 271_CR36
  publication-title: J Biol Chem
  doi: 10.1074/jbc.M300781200
– volume: 104
  start-page: 10643
  issue: 25
  year: 2007
  ident: 271_CR23
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.0704189104
– volume: 341
  start-page: 1237439
  issue: 6141
  year: 2013
  ident: 271_CR14
  publication-title: Science
  doi: 10.1126/science.1237439
– volume: 52
  start-page: 2097
  issue: 8
  year: 2003
  ident: 271_CR45
  publication-title: Diabetes
  doi: 10.2337/diabetes.52.8.2097
– volume: 104
  start-page: 83
  issue: 1
  year: 2010
  ident: 271_CR10
  publication-title: Br J Nutr
  doi: 10.1017/S0007114510000176
– volume: 464
  start-page: 908
  issue: 7290
  year: 2010
  ident: 271_CR26
  publication-title: Nature
  doi: 10.1038/nature08937
– volume: 10
  start-page: 471
  issue: 4
  year: 1996
  ident: 271_CR39
  publication-title: FASEB J
  doi: 10.1096/fasebj.10.4.8647346
– volume: 96
  start-page: 1639
  issue: 4
  year: 1999
  ident: 271_CR27
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.96.4.1639
– volume: 27
  start-page: 813
  issue: 3
  year: 2004
  ident: 271_CR50
  publication-title: Diabetes Care
  doi: 10.2337/diacare.27.3.813
– volume: 18
  start-page: 190
  issue: 1
  year: 2010
  ident: 271_CR32
  publication-title: Obesity (Silver Spring)
  doi: 10.1038/oby.2009.167
– volume: 106
  start-page: 2365
  issue: 7
  year: 2009
  ident: 271_CR33
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.0812600106
– volume: 148
  start-page: 1258
  issue: 6
  year: 2012
  ident: 271_CR1
  publication-title: Cell
  doi: 10.1016/j.cell.2012.01.035
– volume: 55
  start-page: 837
  issue: 11
  year: 1996
  ident: 271_CR35
  publication-title: Ann Rheum Dis
  doi: 10.1136/ard.55.11.837
– volume: 21
  start-page: E607
  issue: 12
  year: 2013
  ident: 271_CR7
  publication-title: Obesity (Silver Spring)
  doi: 10.1002/oby.20466
– volume: 28
  start-page: 412
  issue: 7
  year: 1985
  ident: 271_CR17
  publication-title: Diabetologia
  doi: 10.1007/BF00280883
– volume: 444
  start-page: 1027
  issue: 7122
  year: 2006
  ident: 271_CR5
  publication-title: Nature
  doi: 10.1038/nature05414
– volume: 444
  start-page: 1022
  issue: 7122
  year: 2006
  ident: 271_CR8
  publication-title: Nature
  doi: 10.1038/4441022a
– volume: 88
  start-page: 894
  issue: 4
  year: 2008
  ident: 271_CR11
  publication-title: Am J Clin Nutr
  doi: 10.1093/ajcn/88.4.894
– volume: 9
  start-page: 844
  issue: 6
  year: 2006
  ident: 271_CR16
  publication-title: Twin Res Hum Genet
  doi: 10.1375/twin.9.6.844
– volume: 9
  start-page: e84689
  issue: 1
  year: 2014
  ident: 271_CR12
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0084689
– volume: 486
  start-page: 207
  issue: 7402
  year: 2012
  ident: 271_CR21
  publication-title: Nature.
  doi: 10.1038/nature11234
– volume: 111
  start-page: E2329
  issue: 22
  year: 2014
  ident: 271_CR53
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.1319284111
– volume: 107
  start-page: 14691
  issue: 33
  year: 2010
  ident: 271_CR24
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.1005963107
– volume: 102
  start-page: 11070
  issue: 31
  year: 2005
  ident: 271_CR31
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.0504978102
– volume: 17
  start-page: 184
  issue: 1
  year: 2008
  ident: 271_CR40
  publication-title: Food Sci Biotechnol
– volume: 498
  start-page: 99
  issue: 7452
  year: 2013
  ident: 271_CR4
  publication-title: Nature
  doi: 10.1038/nature12198
– volume: 8
  start-page: 923
  issue: 12
  year: 2008
  ident: 271_CR43
  publication-title: Nat Rev Immunol
  doi: 10.1038/nri2449
– volume: 13
  start-page: 223
  issue: 3
  year: 2010
  ident: 271_CR15
  publication-title: Twin Res Hum Genet
  doi: 10.1375/twin.13.3.223
– volume: 38
  start-page: D355
  issue: Database issue
  year: 2010
  ident: 271_CR20
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkp896
– volume: 9
  issue: 1
  year: 2013
  ident: 271_CR22
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1002863
– volume: 113
  start-page: 411
  issue: 2
  year: 2012
  ident: 271_CR29
  publication-title: J Appl Microbiol
  doi: 10.1111/j.1365-2672.2012.05344.x
– volume: 9
  start-page: e88260
  issue: 2
  year: 2014
  ident: 271_CR28
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0088260
– volume: 20
  start-page: 2257
  issue: 11
  year: 2012
  ident: 271_CR9
  publication-title: Obesity (Silver Spring)
  doi: 10.1038/oby.2012.110
– volume: 9
  start-page: 811
  issue: 8
  year: 2012
  ident: 271_CR18
  publication-title: Nat Methods
  doi: 10.1038/nmeth.2066
– volume: 188
  start-page: 317
  issue: 1
  year: 2006
  ident: 271_CR37
  publication-title: J Bacteriol
  doi: 10.1128/JB.188.1.317-327.2006
– volume: 8
  start-page: e1002358
  issue: 6
  year: 2012
  ident: 271_CR19
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1002358
– volume: 2
  start-page: e01202
  year: 2013
  ident: 271_CR42
  publication-title: Elife (Cambridge)
– volume: 112
  start-page: 1796
  issue: 12
  year: 2003
  ident: 271_CR44
  publication-title: J Clin Invest
  doi: 10.1172/JCI200319246
– volume: 99
  start-page: 14422
  issue: 22
  year: 2002
  ident: 271_CR25
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.212527599
– volume: 110
  start-page: 9066
  issue: 22
  year: 2013
  ident: 271_CR30
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.1219451110
– volume: 389
  start-page: 610
  issue: 6651
  year: 1997
  ident: 271_CR49
  publication-title: Nature
  doi: 10.1038/39335
– volume: 112
  start-page: 1821
  issue: 12
  year: 2003
  ident: 271_CR48
  publication-title: J Clin Invest
  doi: 10.1172/JCI200319451
– volume: 115
  start-page: 1111
  issue: 5
  year: 2005
  ident: 271_CR46
  publication-title: J Clin Invest
  doi: 10.1172/JCI200525102
– volume: 473
  start-page: 174
  issue: 7346
  year: 2011
  ident: 271_CR52
  publication-title: Nature
  doi: 10.1038/nature09944
– volume: 457
  start-page: 480
  issue: 7228
  year: 2009
  ident: 271_CR6
  publication-title: Nature
  doi: 10.1038/nature07540
– volume: 311
  start-page: 1283
  issue: 5765
  year: 2006
  ident: 271_CR41
  publication-title: Science
  doi: 10.1126/science.1123061
– volume: 474
  start-page: 327
  issue: 7351
  year: 2011
  ident: 271_CR51
  publication-title: Nature
  doi: 10.1038/nature10213
SSID ssj0064247
Score 2.524304
Snippet Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota. However, it is...
Background Obesity and type 2 diabetes (T2D) are linked both with host genetics and with environmental factors, including dysbioses of the gut microbiota....
SourceID pubmedcentral
proquest
gale
pubmed
crossref
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 17
SubjectTerms Adult
Biological markers
Diabetes Mellitus, Type 2 - microbiology
Dysbiosis - microbiology
Feces - microbiology
Female
Gastrointestinal diseases
Gastrointestinal Microbiome
Healthy Volunteers
Humans
Male
Microbiota (Symbiotic organisms)
Middle Aged
Obesity
Obesity - microbiology
Phylogeny
Risk Factors
Twins
Twins, Monozygotic
Type 2 diabetes
Verrucomicrobia - classification
Verrucomicrobia - genetics
Verrucomicrobia - isolation & purification
Title Sub-clinical detection of gut microbial biomarkers of obesity and type 2 diabetes
URI https://www.ncbi.nlm.nih.gov/pubmed/26884067
https://www.proquest.com/docview/1771028510
https://www.proquest.com/docview/1766264772
https://www.proquest.com/docview/1773913858
https://pubmed.ncbi.nlm.nih.gov/PMC4756455
Volume 8
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELagFRIXxJtAWYyEhIRkNXYc2zmhgloqJCpAVNpbFL-gEiSlmz3w75lxHjQc9rKXmShZe8bz8Mw3hLzSPoqYW8eCUxWTxmrWgFvAStNYaQ0PNrWPfTpTp-fy47pcjwm3zVhWOZ2J6aD2ncMc-SHXyRaCCL29_M1wahTero4jNG6SfYQuw5IuvZ4DLnCtpR5vMrlRhxuOAg3BM5bdas7Uwhb9fyJfM0nLcslr9ufkLrkzOo70aNjpe-RGaO-TW8MoyT8PyBc4AdjU5kh96FOJVUu7SL9ve_rrIgEuAQn77bEk52qDtG6YC0Cb1lPMxlJBp2zsQ3J-cvzt_SkbxyUwp4TsmQ8u5rC24HOUZZRlRGw6r2QlvIpSg6uhgmmqILyAsK-IPHpjpQjW51XDoykekb22a8MTQiXEDS4KacGCSm6LJo-lMaEpXKWLUhYZyaeFq92IJY4jLX7WKaYwqh7Wusb6MVzrWmXkzfzI5QCksYv5Be5GPfSCzkpYH8kSwWsKzTPyOnGgGsKbXTN2E8D3I6DVgvNgwQnq45bkacfrUX039T9hy8jLmYxPYklaG7ot8igIBiVEJ7t4dFFxvHvNyONBiOY_L5SB4FrpjOiFeM0MCPy9pLQXPxIAuNSIAVQ-3f3pz8htMcg64_qA7PVX2_AcPKjerpKarMj-u-Ozz19XKQ8Bvx_W_C-3URy5
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VrRBcEG8ChRoJhIRkNXYc2zkgVKDVlrYrQK3UW8jDhkqQlG5WqH-K38hMHkvDYW89zyRx7Hn4s-cB8MKUXvowL7grdMKVzQ3PcFvAY5vlKrfC5W362OFMT4_Vx5P4ZA3-DLkwFFY52MTWUJd1QWfkW8K0vhBF6O3ZL05do-h2dWih0YnFvrv4jZBt_mbvA67vSyl3d47eT3nfVYAXWqqGl67wIQ4BXXMcexV7KuFWapXIUntl0CNrZ7PEyVIiOoq88KXNlXR5GSaZ8DbC916DdRUhlJnA-rud2acvg-3Hzbwy_d2psHprLkiFEK5ToK8RXI-83_8-4JITHAdoXvJ4u7fhVr9VZdudbN2BNVfdhetd88qLe_AZbQ4fEitZ6Zo2qKtitWffFg37edqWeEISZfhTEND5nGh114mAZVXJ6PyXSTac_96H4yuZygcwqerKPQKmEKkUXqocfbYSeZSFPrbWZVGRmChWUQDhMHFp0VcvpyYaP9IWxViddnOdUsQazXWqA3i9fOSsK92xinmTViPtsk-Xap9uq5jK5URGBPCq5SDFxy8XWZ-_gOOnElojzo0RJypsMSYPK572BmOe_hPvAJ4vyfQkBcFVrl4Qj0b4qRAPreIxUSLotjeAh50QLX9eaotwXpsAzEi8lgxUanxMqU6_tyXHlaGqQ_Hj1UPfhBvTo8OD9GBvtv8EbspO7rkwGzBpzhfuKe7fmvxZrzQMvl61nv4FUTlXiA
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Sub-clinical+detection+of+gut+microbial+biomarkers+of+obesity+and+type+2+diabetes&rft.jtitle=Genome+medicine&rft.au=Yassour%2C+Moran&rft.au=Lim%2C+Mi+Young&rft.au=Yun%2C+Hyun+Sun&rft.au=Tickle%2C+Timothy+L&rft.date=2016-02-17&rft.pub=BioMed+Central+Ltd&rft.issn=1756-994X&rft.eissn=1756-994X&rft.volume=8&rft.issue=20&rft_id=info:doi/10.1186%2Fs13073-016-0271-6&rft.externalDocID=A453880371
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1756-994X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1756-994X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1756-994X&client=summon