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Study Description

The ~52,000 sample Type 2 Diabetes Exome Sequencing project is a collaboration of six consortia with various funding mechanisms that have joined together to investigate genetic variants for type 2 diabetes (T2D) using the largest T2D case/control sample set compiled to date. This includes samples from:

  • Type 2 Diabetes Genetic Exploration by Next-generation sequencing in multi-Ethnic Samples (T2D-GENES)
  • Genetics of Type 2 Diabetes (GoT2D)
  • Exome Sequencing Project (ESP)
  • Slim Initiative in Genomic Medicine for the Americas: Type 2 Diabetes (SIGMA T2D)
  • Lundbeck Foundation Centre for Applied Medical Genomics in Personalised Disease Prediction, Prevention, and Care (LuCAMP)
  • Progress in Diabetes Genetics in Youth (ProDIGY)

This data generated from the SIGMA Diabetes in Mexico Study (DMS) was part of the Slim Initiative in Genomic Medicine for the Americas: Type 2 Diabetes (SIGMA T2D), which is an international research consortium funded by the Carlos Slim Foundation that seeks to identify the genetic risk factors for type 2 diabetes (T2D) in Mexico and Latin America and translate those findings into improved treatment and prevention of diabetes. The SIGMA T2D project has sequenced and genotyped more than 13,000 samples from Mexican and Mexican Americans.

The individuals were obtained from over 20 cohorts across the 6 consortia that are listed in Table 1. The strategy was to perform deep exome sequencing of individuals, 24,991 with T2D and 24,953 controls, divided among five ancestry groups: Europeans, East Asians, South Asians, American Hispanics, and African Americans. The T2D-GENES, ProDIGY and SIGMA studies, sequencing was performed at the Broad Institute using the Agilent v2 capture reagent or Illumina Rapid Capture on Illumina HiSeq machines. Please note that while we summarize the full sample list in publications and below, two of the cohorts below are not in dbGaP, due to the samples not being consented for deposition. This includes the Kooperative Gesundheitsforschung in der Region Augsburg (KORA) study and Lundbeck Foundation Centre for Applied Medical Genomics in Personalised Disease Prediction, Prevention, and Care (LuCamp) study. The Exome Sequencing Project (ESP) was deposited in dbGaP as part of their initial study and the phs numbers for that project can be found here: https://esp.gs.washington.edu/drupal/dbGaP_Releases.

Table 1. 52,000 sample T2D Case/Control Whole Exome Sequencing Studies
Ancestry Consortia Study Countries of Origin # Cases # Controls
African American T2D-GENES Project 1 Jackson Heart Study US 500 526
African American T2D-GENES Project 1 Wake Forest School of Medicine Study US 518 530
African American ESP Exome Sequencing Project (ESP) US 467 1374
African American T2D-GENES Follow up study BioMe Biobank Program (BioMe) US 1297 1256
East Asian T2D-GENES Project 1 Korea Association Research Project Korea 526 561
East Asian T2D-GENES Project 1& Follow up Study Singapore Diabetes Cohort Study; Singapore Prospective Study Program Singapore (Chinese) 1486 1568
East Asian T2D-GENES Follow up study Korea SNUH South Korea 450 475
East Asian T2D-GENES Follow up study Research Studies in Hong Kong (Hong Kong) Hong Kong 493 485
European T2D-GENES Project 1 Ashkenazi US, Israel 506 355
European T2D-GENES Project 1 Metabolic Syndrome in Men Study (METSIM) Finland 484 498
European GoT2D Finland-United States Investigation of NIDDM Genetics (FUSION) Study Finland 472 476
European GoT2D Kooperative Gesundheitsforschung in der Region Augsburg (KORA) Germany 97 90
European GoT2D UK Type 2 Diabetes Genetics Consortium (UKT2D) UK 322 320
European GoT2D Malmo-Botnia Study Finland, Sweden 478 443
European LuCamp Lundbeck Foundation Centre for Applied Medical Genomics in Personalised Disease Prediction, Prevention, and Care (LuCamp) Denmark 997 997
European ESP Exome Sequencing Project (ESP) US 390 2843
European T2D-GENES Follow up study Genetics of Diabetes and Audit Research Tayside Study (GoDARTS) Scotland, UK 960 966
European T2D-GENES Follow up study Framingham Heart Study (FHS) US 396 596
Hispanic T2D-GENES Project 1 San Antonio Family Heart Study, San Antonio Family Diabetes/ Gallbladder Study, Veterans Administration Genetic Epidemiology Study, and the Investigation of Nephropathy and Diabetes Study Family Component US 272 218
Hispanic T2D-GENES Project 1 & SIGMAv2 Starr County, Texas US 1762 1738
Hispanic SIGMAv1 Mexico City Diabetes Study Mexico 281 549
Hispanic SIGMAv1 & v2 Multiethnic Cohort (MEC) US 1476 1443
Hispanic SIGMAv1 & v2 UNAM/INCMNSZ Diabetes Study (UIDS) Mexico 1998 1977
Hispanic SIGMAv1 & v2 Diabetes in Mexico Study (DMS) Mexico 1522 1546
Multi ethnic ProDIGY Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) US 3097 0
Multi ethnic ProDIGY SEARCH for Diabetes in Youth (SEARCH) US 553 0
South Asian T2D-GENES Project 1 London Life Sciences Population Study (LOLIPOP) UK (Indian Asian) 531 538
South Asian T2D-GENES Project 1 & Follow up study Singapore Indian Eye Study Singapore (Indian Asian) 1640 1478
South Asian T2D-GENES Follow up study Pakistan Genomic Resource (PGR) Pakistan 914 932

The Diabetes in Mexico Study (DMS) study contributed 1,522 cases and 1,546 controls to the 52k T2D exome sequencing study.

Authorized Access
Publicly Available Data
  Link to other NCBI resources related to this study
Study Inclusion/Exclusion Criteria

Cases were ascertained according to the following criteria:

  • Age =18 years
  • previous T2D diagnosis or fasting glucose levels above 125 mg/dL
  • excluded individuals with fasting glycemia between 100-125 mg/dL

Controls were determined according to the following criteria:

  • Age =45 years
  • fasting glucose levels below 100 mg/dL

Study History

Slim Initiative in Genomic Medicine for the Americas: Type 2 Diabetes (SIGMA T2D) is an international research consortium funded by the Carlos Slim Foundation that investigates genetic risk factors of type 2 diabetes within Mexican and Latin American populations and translates those finding to improved methods of treatment and prevention. The organizations involved include: Broad Institute, Massachusetts General Hospital, University of Southern California, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Instituto Nacional de Medicina Genómica, Instituto Nacional de Salud Pública, and the Carlos Slim Foundation.

The SIGMA T2D collaboration effort consists of two projects:

  1. SIGMAv1 focused on generating a GWAS data set of 8,214 Hispanic T2D case and control samples. We then performed whole exome sequencing on 3,756 of those samples.
  2. SIGMAv2 generated whole exome sequencing and supplemental GWAS array data for an additional 9,041 Hispanic T2D case and control samples.

This submission reflects the activities that occurred in SIGMA T2D v1 & v2. Each of the studies involved in SIGMA T2D consortia are part of larger cohorts. While each participating cohort has specific cohort information and history, that information is not summarized here as we have specifically selected these samples for type 2 diabetes research as part of the 52k T2D exome sequencing study. For more information on these studies, please see table 2.

Table 2. Studies contributing samples to T2D-GENES Exome Sequencing Study (Project 1 and follow up study)
SIGMA T2D Project Study Name PI(s) Study URL (if available)
SIGMAv1 Mexico City Diabetes Study Clicerio Gonzalez
SIGMAv1 & v2 Multiethnic Cohort (MEC) Christopher Haiman http://www.uhcancercenter.org/research/the-multiethnic-cohort-study-mec
SIGMAv1 & v2 UNAM/INCMNSZ Diabetes Study (UIDS) Teresa Tusié
SIGMAv1 & v2 Diabetes in Mexico Study (DMS) Lorena Orozco
SIGMAv2 Starr County, Texas Craig Hanis

Selected Publications
Diseases/Traits Related to Study (MeSH terms)
Authorized Data Access Requests
Study Attribution
  • Principal Investigators
    • Jose Florez. Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA, and Massachusetts General Hospital, Boston, MA, USA.
    • Michael Boehnke. University of Michigan, Ann Arbor, MI, USA.
    • Mark McCarthy. Wellcome Trust Centre for Human Genetics, Oxford, UK.
    • David Altshuler. Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA.
    • Lorena Orozco. Instituto Nacional de Medicina Genómica, Tlalpan, Mexico.
  • Institute
    • The Broad Institute of Harvard and MIT. The Broad Institute of Harvard and MIT, Cambridge, MA, USA.
  • Funding Source
    • Slim Initiative in Genomic Medicine for the Americas (SIGMA). Carlos Slim Foundation.