Evaluation of Fasting State-/Oral Glucose Tolerance Test-Derived Measures of Insulin Release for the Detection of Genetically Impaired β-Cell Function

被引:57
作者
Herzberg-Schaefer, Silke A. [1 ,2 ]
Staiger, Harald [1 ,2 ]
Heni, Martin [1 ,2 ]
Ketterer, Caroline [1 ,2 ]
Guthoff, Martina [1 ,2 ]
Kantartzis, Konstantinos [1 ,2 ]
Machicao, Fausto [1 ,2 ]
Stefan, Norbert [1 ,2 ]
Haering, Hans-Ulrich [1 ,2 ]
Fritsche, Andreas [1 ,2 ,3 ]
机构
[1] Univ Tubingen Hosp, Dept Internal Med, Div Endocrinol Diabetol Angiol Nephrol & Clin Che, Tubingen, Germany
[2] Univ Tubingen, Tubingen, Germany
[3] Univ Tubingen Hosp, Dept Internal Med, Div Nutr & Prevent Med, Tubingen, Germany
关键词
GENOME-WIDE ASSOCIATION; SECRETION; POLYMORPHISMS; SENSITIVITY; VARIANTS; RISK; RESISTANCE; GLYCEMIA; CDKAL1; GENES;
D O I
10.1371/journal.pone.0014194
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: To date, fasting state-and different oral glucose tolerance test (OGTT)-derived measures are used to estimate insulin release with reasonable effort in large human cohorts required, e.g., for genetic studies. Here, we evaluated twelve common (or recently introduced) fasting state-/OGTT-derived indices for their suitability to detect genetically determined beta-cell dysfunction. Methodology/Principal Findings: A cohort of 1364 White European individuals at increased risk for type 2 diabetes was characterized by OGTT with glucose, insulin, and C-peptide measurements and genotyped for single nucleotide polymorphisms (SNPs) known to affect glucose-and incretin-stimulated insulin secretion. One fasting state-and eleven OGTT-derived indices were calculated and statistically evaluated. After adjustment for confounding variables, all tested SNPs were significantly associated with at least two insulin secretion measures (p <= 0.05). The indices were ranked according to their associations' statistical power, and the ranks an index obtained for its associations with all the tested SNPs (or a subset) were summed up resulting in a final ranking. This approach revealed area under the curve (AUC)(Insulin(0-30))/AUC(Glucose(0-30)) as the best-ranked index to detect SNP-dependent differences in insulin release. Moreover, AUC(Insulin(0-30))/AUC(Glucose(0-30)), corrected insulin response (CIR), AUC(C-Peptide(0-30))/AUC(Glucose(0-30)), AUC(C-Peptide(0-120))/AUC(Glucose(0-120)), two different formulas for the incremental insulin response from 0-30 min, i.e., the insulinogenic indices (IGI)(2) and IGI(1), and insulin 30 min were significantly higher-ranked than homeostasis model assessment of beta-cell function (HOMA-B; p<0.05). AUC(C-Peptide(0-120))/AUC(Glucose(0-120)) was best-ranked for the detection of SNPs involved in incretin-stimulated insulin secretion. In all analyses, HOMA-beta displayed the highest rank sums and, thus, scored last. Conclusions/Significance: With AUC(Insulin(0-30))/AUC(Glucose(0-30)), CIR, AUC(C-Peptide(0-30))/AUC(Glucose(0-30)), AUCC-(Peptide(0-120))/AUC(Glucose(0-120)), IGI(2), IGI(1), and insulin 30 min, dynamic measures of insulin secretion based on early insulin and C-peptide responses to oral glucose represent measures which are more appropriate to assess genetically determined beta-cell dysfunction than fasting measures, i.e., HOMA-B. Genes predominantly influencing the incretin axis may possibly be best detected by AUC(C-Peptide(0-120))/AUC(Glucose(0-120)).
引用
收藏
页数:7
相关论文
共 23 条
[1]   Studies of association of variants near the HHEX, CDKN2A/B, and IGF2BP2 genes with type 2 diabetes and impaired insulin release in 10,705 Danish subjects -: Validation and extension of genome-wide association studies [J].
Grarup, Niels ;
Rose, Chrisian S. ;
Andersson, Ehm A. ;
Andersen, Gitte ;
Nielsen, Arne L. ;
Albrechtsen, Anders ;
Clausen, Jesper O. ;
Rasmussen, Signe S. ;
Jorgensen, Torben ;
Sandbaek, Annelli ;
Lauritzen, Torsten ;
Schmitz, Ole ;
Hansen, Torben ;
Pedersen, Oluf .
DIABETES, 2007, 56 (12) :3105-3111
[2]   Variants of CDKAL1 and IGF2BP2 affect first-phase insulin secretion during hyperglycaemic clamps [J].
Groenewoud, M. J. ;
Dekker, J. M. ;
Fritsche, A. ;
Reiling, E. ;
Nijpels, G. ;
Heine, R. J. ;
Maassen, J. A. ;
Machicao, F. ;
Schaefer, S. A. ;
Haering, H. U. ;
't Hart, L. M. ;
van Haeften, T. W. .
DIABETOLOGIA, 2008, 51 (09) :1659-1663
[3]  
KADOWAKI T, 1984, DIABETOLOGIA, V26, P44, DOI 10.1007/BF00252262
[4]   Mechanisms by which common variants in the TCF7L2 gene increase risk of type 2 diabetes [J].
Lyssenko, Valeriya ;
Lupi, Roberto ;
Marchetti, Piero ;
Del Guerra, Silvia ;
Orho-Melander, Marju ;
Almgren, Peter ;
Sjogren, Marketa ;
Ling, Charlotte ;
Eriksson, Karl-Fredrik ;
Lethagen, Asa-Linda ;
Mancarella, Rita ;
Berglund, Goran ;
Tuomi, Tiinamaija ;
Nilsson, Peter ;
Del Prato, Stefano ;
Groop, Leif .
JOURNAL OF CLINICAL INVESTIGATION, 2007, 117 (08) :2155-2163
[5]   Finding the missing heritability of complex diseases [J].
Manolio, Teri A. ;
Collins, Francis S. ;
Cox, Nancy J. ;
Goldstein, David B. ;
Hindorff, Lucia A. ;
Hunter, David J. ;
McCarthy, Mark I. ;
Ramos, Erin M. ;
Cardon, Lon R. ;
Chakravarti, Aravinda ;
Cho, Judy H. ;
Guttmacher, Alan E. ;
Kong, Augustine ;
Kruglyak, Leonid ;
Mardis, Elaine ;
Rotimi, Charles N. ;
Slatkin, Montgomery ;
Valle, David ;
Whittemore, Alice S. ;
Boehnke, Michael ;
Clark, Andrew G. ;
Eichler, Evan E. ;
Gibson, Greg ;
Haines, Jonathan L. ;
Mackay, Trudy F. C. ;
McCarroll, Steven A. ;
Visscher, Peter M. .
NATURE, 2009, 461 (7265) :747-753
[6]   Insulin sensitivity indices obtained from oral glucose tolerance testing - Comparison with the euglycemic insulin clamp [J].
Matsuda, M ;
DeFronzo, RA .
DIABETES CARE, 1999, 22 (09) :1462-1470
[7]   HOMEOSTASIS MODEL ASSESSMENT - INSULIN RESISTANCE AND BETA-CELL FUNCTION FROM FASTING PLASMA-GLUCOSE AND INSULIN CONCENTRATIONS IN MAN [J].
MATTHEWS, DR ;
HOSKER, JP ;
RUDENSKI, AS ;
NAYLOR, BA ;
TREACHER, DF ;
TURNER, RC .
DIABETOLOGIA, 1985, 28 (07) :412-419
[8]   Genome-wide association studies for complex traits: consensus, uncertainty and challenges [J].
McCarthy, Mark I. ;
Abecasis, Goncalo R. ;
Cardon, Lon R. ;
Goldstein, David B. ;
Little, Julian ;
Ioannidis, John P. A. ;
Hirschhorn, Joel N. .
NATURE REVIEWS GENETICS, 2008, 9 (05) :356-369
[9]   Association of Type 2 Diabetes Candidate Polymorphisms in KCNQ1 With Incretin and Insulin Secretion [J].
Muessig, Karsten ;
Staiger, Harald ;
Machicao, Fausto ;
Kirchhoff, Kerstin ;
Guthoff, Martina ;
Schaefer, Silke A. ;
Kantartzis, Konstantinos ;
Silbernagel, Guenther ;
Stefan, Norbert ;
Holst, Jens J. ;
Gallwitz, Baptist ;
Haering, Hans-Ulrich ;
Fritsche, Andreas .
DIABETES, 2009, 58 (07) :1715-1720
[10]   C-PEPTIDE AS A MEASURE OF THE SECRETION AND HEPATIC EXTRACTION OF INSULIN - PITFALLS AND LIMITATIONS [J].
POLONSKY, KS ;
RUBENSTEIN, AH .
DIABETES, 1984, 33 (05) :486-494