Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM
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 unb...
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| Format: | Artikel |
| Sprache: | English |
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American Diabetes Association
1993
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| Schlagworte: | |
| Online Zugang: | http://eprints.um.edu.my/10460/1/Reduced_Sampling_Protocols_in.pdf |
| _version_ | 1825719862657286144 |
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| author | Ismail, I.S. Coates, P.A. Ollerton, R.L. Luzio, S.D. Owens, D.R. |
| author_facet | Ismail, I.S. Coates, P.A. Ollerton, R.L. Luzio, S.D. Owens, D.R. |
| author_sort | Ismail, I.S. |
| collection | UM |
| description | 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 minima1 model coefficient of variation was 18, 29, and 27% for S,
SI(30), SI(12), and SI(13) and 9, 11, and 11% for SG(30), SG(12), and SG(13), respectively. Thus, the application of
minimal model analysis to the 12 time-point protocol of the insulin-modified IVGTT for the estimation of SI, and SG, in NIDDM may necessitate an inordinately large number of subjects. Although the 13 time-point protocol may be more acceptable for the assessment of SI, in population studies, we recommend retention of the full sampling schedule where feasible. |
| first_indexed | 2024-03-06T05:26:12Z |
| format | Article |
| id | um.eprints-10460 |
| institution | Universiti Malaya |
| language | English |
| last_indexed | 2024-03-06T05:26:12Z |
| publishDate | 1993 |
| publisher | American Diabetes Association |
| record_format | dspace |
| spelling | um.eprints-104602014-11-10T01:52:18Z http://eprints.um.edu.my/10460/ Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM Ismail, I.S. Coates, P.A. Ollerton, R.L. Luzio, S.D. Owens, D.R. R Medicine (General) 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 minima1 model coefficient of variation was 18, 29, and 27% for S, SI(30), SI(12), and SI(13) and 9, 11, and 11% for SG(30), SG(12), and SG(13), respectively. Thus, the application of minimal model analysis to the 12 time-point protocol of the insulin-modified IVGTT for the estimation of SI, and SG, in NIDDM may necessitate an inordinately large number of subjects. Although the 13 time-point protocol may be more acceptable for the assessment of SI, in population studies, we recommend retention of the full sampling schedule where feasible. American Diabetes Association 1993 Article PeerReviewed application/pdf en http://eprints.um.edu.my/10460/1/Reduced_Sampling_Protocols_in.pdf Ismail, I.S. and Coates, P.A. and Ollerton, R.L. and Luzio, S.D. and Owens, D.R. (1993) Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM. Diabetes , 42. pp. 1635-1641. ISSN 0012-1797, |
| spellingShingle | R Medicine (General) Ismail, I.S. Coates, P.A. Ollerton, R.L. Luzio, S.D. Owens, D.R. Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM |
| title | Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM |
| title_full | Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM |
| title_fullStr | Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM |
| title_full_unstemmed | Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM |
| title_short | Reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal - model in NIDDM |
| title_sort | reduced sampling protocols in estimation of insulin sensitivity and glucose effectiveness using the minimal model in niddm |
| topic | R Medicine (General) |
| url | http://eprints.um.edu.my/10460/1/Reduced_Sampling_Protocols_in.pdf |
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