title: Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal model in NIDDM.
abstract: Recent work in healthy subjects, the aged, and subjects with gestational diabetes or drug-induced insulin resistance using minimal model analysis of the tolbutamide-modified frequently sampled intravenous glucose tolerance test suggested that a reduced sampling regimen of 12 time points produced unbiased and generally acceptable estimates of insulin sensitivity (SI) and glucose effectiveness (SG) compared with a full sampling schedule of 30 time points. We have used data from 26 insulin-modified frequently sampled intravenous glucose tolerance tests in 21 subjects with NIDDM to derive and compare estimates of SI and SG from the full sampling schedule (SI(30), SG(30)) with those estimated from the suggested 12 time points (SI(12), SG(12)) and those estimated with the addition of a 25-min time point (SI(13), SG(13)). Percentage relative errors were calculated relative to the corresponding 30 time-point values. A statistically significant bias of 15% (97% confidence interval from 7.4 to 25.6%, interquartile range 25%) was introduced by the estimation of SI(12) but not SI(13) (1%, 97% confidence interval from -9.4 to 9.3%, interquartile range 21%). Results for SG(12) (-12%, 97% confidence interval from -46.7 to 1.2%, interquartile range 49%) and SG(13) (-5%, 97% confidence interval from -27.8 to 6.8%, interquartile range 37%) were statistically equivocal. The precision of estimation of SI(12), SG(12), and SG(13) measured by the interquartile range of the percentage relative errors was poor. The precision of determination measured by the median minimal model coefficient of variation was 18, 29, and 27% for SI(30), SI(12), and SI(13) and 9, 11, and 11% for SG(30), SG(12), and SG(13), respectively.(ABSTRACT TRUNCATED AT 250 WORDS)
authors.affiliation: Diabetes Research Unit, University of Wales College of Medicine, Cardiff.
authors.forename: P A
authors.initials: PA
authors.lastname: Coates
authors.forename: R L
authors.initials: RL
authors.lastname: Ollerton
authors.forename: S D
authors.initials: SD
authors.lastname: Luzio
authors.forename: I S
authors.initials: IS
authors.lastname: Ismail
authors.forename: D R
authors.initials: DR
authors.lastname: Owens
mesh_terms: D000328:Adult; D000368:Aged; D001786:Blood Glucose / Q000032:analysis*; D002985:Clinical Protocols; D003924:Diabetes Mellitus, Type 2 / Q000097:blood* / Q000503:physiopathology; D005260:Female; D005951:Glucose Tolerance Test / Q000379:methods / Q000592:standards; D006801:Humans; D007328:Insulin / Q000494:pharmacology*; D007333:Insulin Resistance / Q000502:physiology*; D008297:Male; D008875:Middle Aged; D008954:Models, Biological; D012494:Sampling Studies; D015983:Selection Bias
chemical_list: D001786:Blood Glucose; D007328:Insulin