A Type 1 Diabetes Genetic Risk Score Predicts Progression of Islet Autoimmunity and Development of Type 1 Diabetes in Individuals at Risk

被引:104
作者
Redondo, Maria J. [1 ]
Geyer, Susan [2 ]
Steck, Andrea K. [3 ]
Sharp, Seth [4 ]
Wentworth, John M. [5 ,6 ]
Weedon, Michael N. [4 ]
Antinozzi, Peter [7 ]
Sosenko, Jay [8 ]
Atkinson, Mark [9 ]
Pugliese, Alberto [8 ]
Oram, Richard A. [4 ]
机构
[1] Texas Childrens Hosp, Baylor Coll Med, Houston, TX 77030 USA
[2] Univ S Florida, Tampa, FL USA
[3] Univ Colorado, Barbara Davis Ctr Childhood Diabet, Sch Med, Aurora, CO USA
[4] Univ Exeter, Inst Biomed & Clin Sci, Exeter, Devon, England
[5] Walter & Eliza Hall Inst Med Res, Parkville, Vic, Australia
[6] Royal Melbourne Hosp, Parkville, Vic, Australia
[7] Wake Forest Sch Med, Winston Salem, NC USA
[8] Univ Miami, Miami, FL USA
[9] Univ Florida, Gainesville, FL USA
基金
英国医学研究理事会; 美国国家卫生研究院;
关键词
GENOME-WIDE ASSOCIATION; SUSCEPTIBILITY GENES; POSITIVE RELATIVES; METABOLIC MARKERS; MONOZYGOTIC TWINS; NATURAL-HISTORY; AUTOANTIBODIES; DISEASE; ADULTS; TRIAL;
D O I
10.2337/dc18-0087
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVEWe tested the ability of a type 1 diabetes (T1D) genetic risk score (GRS) to predict progression of islet autoimmunity and T1D in at-risk individuals.RESEARCH DESIGN AND METHODSWe studied the 1,244 TrialNet Pathway to Prevention study participants (T1D patients' relatives without diabetes and with one or more positive autoantibodies) who were genotyped with Illumina ImmunoChip (median [range] age at initial autoantibody determination 11.1 years [1.2-51.8], 48% male, 80.5% non-Hispanic white, median follow-up 5.4 years). Of 291 participants with a single positive autoantibody at screening, 157 converted to multiple autoantibody positivity and 55 developed diabetes. Of 953 participants with multiple positive autoantibodies at screening, 419 developed diabetes. We calculated the T1D GRS from 30 T1D-associated single nucleotide polymorphisms. We used multivariable Cox regression models, time-dependent receiver operating characteristic curves, and area under the curve (AUC) measures to evaluate prognostic utility of T1D GRS, age, sex, Diabetes Prevention Trial-Type 1 (DPT-1) Risk Score, positive autoantibody number or type, HLA DR3/DR4-DQ8 status, and race/ethnicity. We used recursive partitioning analyses to identify cut points in continuous variables.RESULTSHigher T1D GRS significantly increased the rate of progression to T1D adjusting for DPT-1 Risk Score, age, number of positive autoantibodies, sex, and ethnicity (hazard ratio [HR] 1.29 for a 0.05 increase, 95% CI 1.06-1.6; P = 0.011). Progression to T1D was best predicted by a combined model with GRS, number of positive autoantibodies, DPT-1 Risk Score, and age (7-year time-integrated AUC = 0.79, 5-year AUC = 0.73). Higher GRS was significantly associated with increased progression rate from single to multiple positive autoantibodies after adjusting for age, autoantibody type, ethnicity, and sex (HR 2.27 for GRS >0.295, 95% CI 1.47-3.51; P = 0.0002).CONCLUSIONSThe T1D GRS independently predicts progression to T1D and improves prediction along T1D stages in autoantibody-positive relatives.
引用
收藏
页码:1887 / 1894
页数:8
相关论文
共 40 条
  • [1] ISLET CELL CYTOPLASMIC AUTOANTIBODY REACTIVITY TO GLUTAMATE-DECARBOXYLASE IN INSULIN-DEPENDENT DIABETES
    ATKINSON, MA
    KAUFMAN, DL
    NEWMAN, D
    TOBIN, AJ
    MACLAREN, NK
    [J]. JOURNAL OF CLINICAL INVESTIGATION, 1993, 91 (01) : 350 - 356
  • [2] Two Single Nucleotide Polymorphisms Identify the Highest-Risk Diabetes HLA Genotype Potential for Rapid Screening
    Barker, Jennifer M.
    Triolo, Taylor M.
    Aly, Theresa A.
    Baschal, Erin E.
    Babu, Sunanda R.
    Kretowski, Adam
    Rewers, Marian J.
    Eisenbarth, George S.
    [J]. DIABETES, 2008, 57 (11) : 3152 - 3155
  • [3] Genome-wide association study and meta-analysis find that over 40 loci affect risk of type 1 diabetes
    Barrett, Jeffrey C.
    Clayton, David G.
    Concannon, Patrick
    Akolkar, Beena
    Cooper, Jason D.
    Erlich, Henry A.
    Julier, Cecile
    Morahan, Grant
    Nerup, Jorn
    Nierras, Concepcion
    Plagnol, Vincent
    Pociot, Flemming
    Schuilenburg, Helen
    Smyth, Deborah J.
    Stevens, Helen
    Todd, John A.
    Walker, Neil M.
    Rich, Stephen S.
    [J]. NATURE GENETICS, 2009, 41 (06) : 703 - 707
  • [4] Progression to type 1 diabetes in islet cell antibody-positive relatives in the European Nicotinamide Diabetes Intervention Trial: the role of additional immune, genetic and metabolic markers of risk
    Bingley, PJ
    Gale, EAM
    [J]. DIABETOLOGIA, 2006, 49 (05) : 881 - 890
  • [5] Genetic scores to stratify risk of developing multiple islet autoantibodies and type 1 diabetes: A prospective study in children
    Bonifacio, Ezio
    Beyerlein, Andreas
    Hippich, Markus
    Winkler, Christiane
    Vehik, Kendra
    Weedon, Michael N.
    Laimighofer, Michael
    Hattersley, Andrew T.
    Krumsiek, Jan
    Frohnert, Brigitte I.
    Steck, Andrea K.
    Hagopian, William A.
    Krischer, Jeffrey P.
    Lernmark, Ake
    Rewers, Marian J.
    She, Jin-Xiong
    Toppari, Jorma
    Akolkar, Beena
    Oram, Richard A.
    Rich, Stephen S.
    Ziegler, Anette-G.
    [J]. PLOS MEDICINE, 2018, 15 (04)
  • [6] Impact of Age and Antibody Type on Progression From Single to Multiple Autoantibodies in Type 1 Diabetes Relatives
    Bosi, Emanuele
    Boulware, David C.
    Becker, Dorothy J.
    Buckner, Jane H.
    Geyer, Susan
    Gottlieb, Peter A.
    Henderson, Courtney
    Kinderman, Amanda
    Sosenko, Jay M.
    Steck, Andrea K.
    Bingley, Polly J.
    [J]. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2017, 102 (08) : 2881 - 2886
  • [7] Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls
    Burton, Paul R.
    Clayton, David G.
    Cardon, Lon R.
    Craddock, Nick
    Deloukas, Panos
    Duncanson, Audrey
    Kwiatkowski, Dominic P.
    McCarthy, Mark I.
    Ouwehand, Willem H.
    Samani, Nilesh J.
    Todd, John A.
    Donnelly, Peter
    Barrett, Jeffrey C.
    Davison, Dan
    Easton, Doug
    Evans, David
    Leung, Hin-Tak
    Marchini, Jonathan L.
    Morris, Andrew P.
    Spencer, Chris C. A.
    Tobin, Martin D.
    Attwood, Antony P.
    Boorman, James P.
    Cant, Barbara
    Everson, Ursula
    Hussey, Judith M.
    Jolley, Jennifer D.
    Knight, Alexandra S.
    Koch, Kerstin
    Meech, Elizabeth
    Nutland, Sarah
    Prowse, Christopher V.
    Stevens, Helen E.
    Taylor, Niall C.
    Walters, Graham R.
    Walker, Neil M.
    Watkins, Nicholas A.
    Winzer, Thilo
    Jones, Richard W.
    McArdle, Wendy L.
    Ring, Susan M.
    Strachan, David P.
    Pembrey, Marcus
    Breen, Gerome
    St Clair, David
    Caesar, Sian
    Gordon-Smith, Katherine
    Jones, Lisa
    Fraser, Christine
    Green, Elain K.
    [J]. NATURE, 2007, 447 (7145) : 661 - 678
  • [8] CUDWORTH AG, 1974, LANCET, V2, P1153
  • [9] The Role of Age and Excess Body Mass Index in Progression to Type 1 Diabetes in At-Risk Adults
    Ferrara, Christine T.
    Geyer, Susan M.
    Evans-Molina, Carmella
    Libman, Ingrid M.
    Becker, Dorothy J.
    Wentworth, John M.
    Moran, Antoinette
    Gitelman, Stephen E.
    Redondo, Maria J.
    [J]. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2017, 102 (12) : 4596 - 4603
  • [10] Late-onset islet autoimmunity in childhood: the Diabetes Autoimmunity Study in the Young (DAISY)
    Frohnert, Brigitte I.
    Ide, Lisa
    Dong, Fran
    Baron, Anna E.
    Steck, Andrea K.
    Norris, Jill M.
    Rewers, Marian J.
    [J]. DIABETOLOGIA, 2017, 60 (06) : 998 - 1006