메뉴 건너뛰기




Volumn 57, Issue 9, 2014, Pages 1781-1788

Surrogate measures of insulin sensitivity vs the hyperinsulinaemic- euglycaemic clamp: A meta-analysis

Author keywords

Glucose; Hyperinsulinaemic euglycaemic clamp; Insulin; Insulin sensitivity; Meta analysis; Surrogate markers

Indexed keywords

GLUCOSE; INSULIN; GLUCOSE BLOOD LEVEL;

EID: 84905570627     PISSN: 0012186X     EISSN: 14320428     Source Type: Journal    
DOI: 10.1007/s00125-014-3285-x     Document Type: Article
Times cited : (122)

References (46)
  • 1
    • 65449132032 scopus 로고    scopus 로고
    • International Diabetes Federation (2012) Diabetes: Facts and figures. Available from www.idf.org/worlddiabetesday/toolkit/gp/facts-figures, accessed 3 Oct 2013
    • (2012) Diabetes: Facts and Figures
  • 2
    • 0031846461 scopus 로고    scopus 로고
    • How to measure insulin sensitivity
    • 1:CAS:528:DyaK1cXlvVWqurs%3D 9794728 10.1097/00004872-199816070-00001
    • Ferrannini E, Mari A (1998) How to measure insulin sensitivity. J Hypertens 16:895-906
    • (1998) J Hypertens , vol.16 , pp. 895-906
    • Ferrannini, E.1    Mari, A.2
  • 3
    • 84859524682 scopus 로고    scopus 로고
    • Insulin resistance and type 2 diabetes
    • 1:CAS:528:DC%2BC38XkslChsbc%3D 3314346 22442298 10.2337/db12-0073
    • Taylor R (2012) Insulin resistance and type 2 diabetes. Diabetes 61:778-779
    • (2012) Diabetes , vol.61 , pp. 778-779
    • Taylor, R.1
  • 4
    • 0018520840 scopus 로고
    • Glucose clamp technique: A method for quantifying insulin secretion and resistance
    • 1:CAS:528:DyaE1MXlslWhs70%3D 382871
    • DeFronzo RA, Tobin JD, Andres R (1979) Glucose clamp technique: a method for quantifying insulin secretion and resistance. Am J Physiol 237:E214-E223
    • (1979) Am J Physiol , vol.237
    • Defronzo, R.A.1    Tobin, J.D.2    Andres, R.3
  • 5
    • 0025098765 scopus 로고
    • Quantitation of muscle glycogen synthesis in normal subjects and subjects with non-insulin-dependent diabetes by 13C nuclear magnetic resonance spectroscopy
    • 1:STN:280:DyaK3c%2FpvVSnuw%3D%3D 2403659 10.1056/NEJM199001253220403
    • Shulman GI, Rothman DL, Jue T, Stein P, DeFronzo RA, Shulman RG (1990) Quantitation of muscle glycogen synthesis in normal subjects and subjects with non-insulin-dependent diabetes by 13C nuclear magnetic resonance spectroscopy. N Engl J Med 322:223-228
    • (1990) N Engl J Med , vol.322 , pp. 223-228
    • Shulman, G.I.1    Rothman, D.L.2    Jue, T.3    Stein, P.4    Defronzo, R.A.5    Shulman, R.G.6
  • 6
    • 0024507794 scopus 로고
    • Fasting hyperglycemia in non-insulin-dependent diabetes mellitus: Contributions of excessive hepatic glucose production and impaired tissue glucose uptake
    • 1:STN:280:DyaL1M3mtFSqug%3D%3D 2657323 10.1016/0026-0495(89)90129-7
    • DeFronzo RA, Ferrannini E, Simonson DC (1989) Fasting hyperglycemia in non-insulin-dependent diabetes mellitus: contributions of excessive hepatic glucose production and impaired tissue glucose uptake. Metabolism 38:387-395
    • (1989) Metabolism , vol.38 , pp. 387-395
    • Defronzo, R.A.1    Ferrannini, E.2    Simonson, D.C.3
  • 7
    • 33846031943 scopus 로고    scopus 로고
    • Muscle and liver insulin resistance indexes derived from the oral glucose tolerance test
    • 1:CAS:528:DC%2BD2sXhsFWqtb4%3D 17192339 10.2337/dc06-1519
    • Abdul-Ghani MA, Matsuda M, Balas B, DeFronzo RA (2007) Muscle and liver insulin resistance indexes derived from the oral glucose tolerance test. Diabetes Care 30:89-94
    • (2007) Diabetes Care , vol.30 , pp. 89-94
    • Abdul-Ghani, M.A.1    Matsuda, M.2    Balas, B.3    Defronzo, R.A.4
  • 8
    • 0033961701 scopus 로고    scopus 로고
    • Homeostasis model assessment closely mirrors the glucose clamp technique in the assessment of insulin sensitivity: Studies in subjects with various degrees of glucose tolerance and insulin sensitivity
    • 1:STN:280:DC%2BD3czpsVyisA%3D%3D 10857969 10.2337/diacare.23.1.57
    • Bonora E, Targher G, Alberiche M, et al. (2000) Homeostasis model assessment closely mirrors the glucose clamp technique in the assessment of insulin sensitivity: studies in subjects with various degrees of glucose tolerance and insulin sensitivity. Diabetes Care 23:57-63
    • (2000) Diabetes Care , vol.23 , pp. 57-63
    • Bonora, E.1    Targher, G.2    Alberiche, M.3
  • 9
    • 0030559320 scopus 로고    scopus 로고
    • Approximating Pearson product-moment correlations from Kennall's tau and Spearman's rho
    • 10.1177/0013164496056003004
    • Rupinski MT, Dunlap WP (1996) Approximating Pearson product-moment correlations from Kennall's tau and Spearman's rho. Educ Psychol Meas 56:419-429
    • (1996) Educ Psychol Meas , vol.56 , pp. 419-429
    • Rupinski, M.T.1    Dunlap, W.P.2
  • 10
    • 0034049630 scopus 로고    scopus 로고
    • Use of the oral glucose tolerance test to assess insulin release and insulin sensitivity
    • 1:CAS:528:DC%2BD3cXjt1Ckuro%3D 10868854 10.2337/diacare.23.3.295
    • Stumvoll M, Mitrakou A, Pimenta W, et al. (2000) Use of the oral glucose tolerance test to assess insulin release and insulin sensitivity. Diabetes Care 23:295-301
    • (2000) Diabetes Care , vol.23 , pp. 295-301
    • Stumvoll, M.1    Mitrakou, A.2    Pimenta, W.3
  • 11
    • 0035089445 scopus 로고    scopus 로고
    • A model-based method for assessing insulin sensitivity from the oral glucose tolerance test
    • 1:CAS:528:DC%2BD3MXit1erurc%3D 11289482 10.2337/diacare.24.3.539
    • Mari A, Pacini G, Murphy E, Ludvik B, Nolan JJ (2001) A model-based method for assessing insulin sensitivity from the oral glucose tolerance test. Diabetes Care 24:539-548
    • (2001) Diabetes Care , vol.24 , pp. 539-548
    • Mari, A.1    Pacini, G.2    Murphy, E.3    Ludvik, B.4    Nolan, J.J.5
  • 12
    • 0022992740 scopus 로고
    • Meta-analysis in clinical trials
    • 1:STN:280:DyaL2s7gsVamtA%3D%3D 3802833 10.1016/0197-2456(86)90046-2
    • DerSimonian R, Laird N (1986) Meta-analysis in clinical trials. Control Clin Trials 7:177-188
    • (1986) Control Clin Trials , vol.7 , pp. 177-188
    • Dersimonian, R.1    Laird, N.2
  • 13
    • 0032271151 scopus 로고    scopus 로고
    • Fixed- and random-effects models in meta-analysis
    • 10.1037/1082-989X.3.4.486
    • Hedges LV, Vevea JL (1998) Fixed- and random-effects models in meta-analysis. Psychol Methods 3:486-504
    • (1998) Psychol Methods , vol.3 , pp. 486-504
    • Hedges, L.V.1    Vevea, J.L.2
  • 15
    • 0028659004 scopus 로고
    • Operating characteristics of a rank correlation test for publication bias
    • 1:STN:280:DyaK2Mzgs1GrtQ%3D%3D 7786990 10.2307/2533446
    • Begg CB, Mazumdar M (1994) Operating characteristics of a rank correlation test for publication bias. Biometrics 50:1088-1101
    • (1994) Biometrics , vol.50 , pp. 1088-1101
    • Begg, C.B.1    Mazumdar, M.2
  • 16
    • 0035961567 scopus 로고    scopus 로고
    • A comparison of methods to detect publication bias in meta-analysis
    • 1:STN:280:DC%2BD3M3isF2jtw%3D%3D 11223905 10.1002/sim.698
    • Macaskill P, Walter SD, Irwig L (2001) A comparison of methods to detect publication bias in meta-analysis. Stat Med 20:641-654
    • (2001) Stat Med , vol.20 , pp. 641-654
    • Macaskill, P.1    Walter, S.D.2    Irwig, L.3
  • 17
    • 77957891476 scopus 로고    scopus 로고
    • How to do a meta-analysis
    • 20497626 10.1348/000711010X502733
    • Field AP, Gillett R (2010) How to do a meta-analysis. Br J Math Stat Psychol 63:665-694
    • (2010) Br J Math Stat Psychol , vol.63 , pp. 665-694
    • Field, A.P.1    Gillett, R.2
  • 19
    • 30544451496 scopus 로고    scopus 로고
    • Publication bias in research synthesis: Sensitivity analysis using a priori weight functions
    • 16392998 10.1037/1082-989X.10.4.428
    • Vevea JL, Woods CM (2005) Publication bias in research synthesis: sensitivity analysis using a priori weight functions. Psychol Methods 10:428-443
    • (2005) Psychol Methods , vol.10 , pp. 428-443
    • Vevea, J.L.1    Woods, C.M.2
  • 20
    • 0018192087 scopus 로고
    • Insulin binding to monocytes and insulin action in human obesity, starvation, and refeeding
    • 1:CAS:528:DyaE1cXkvVygsLg%3D 371755 350903 10.1172/JCI109108
    • DeFronzo RA, Soman V, Sherwin RS, Hendler R, Felig P (1978) Insulin binding to monocytes and insulin action in human obesity, starvation, and refeeding. J Clin Invest 62:204-213
    • (1978) J Clin Invest , vol.62 , pp. 204-213
    • Defronzo, R.A.1    Soman, V.2    Sherwin, R.S.3    Hendler, R.4    Felig, P.5
  • 21
    • 0022361971 scopus 로고
    • Assessment of insulin sensitivity in vivo
    • 1:CAS:528:DyaL2MXitFGiurs%3D 3884329 10.1210/edrv-6-1-45
    • Bergman RN, Finegood DT, Ader M (1985) Assessment of insulin sensitivity in vivo. Endocr Rev 6:45-86
    • (1985) Endocr Rev , vol.6 , pp. 45-86
    • Bergman, R.N.1    Finegood, D.T.2    Ader, M.3
  • 22
    • 0034065461 scopus 로고    scopus 로고
    • The euglycemic hyperinsulinemic clamp examination: Variability and reproducibility
    • 1:STN:280:DC%2BD3c3hvVektQ%3D%3D 10757451 10.1080/00365510050185010
    • Bokemark L, Froden A, Attvall S, Wikstrand J, Fagerberg B (2000) The euglycemic hyperinsulinemic clamp examination: variability and reproducibility. Scand J Clin Lab Invest 60:27-36
    • (2000) Scand J Clin Lab Invest , vol.60 , pp. 27-36
    • Bokemark, L.1    Froden, A.2    Attvall, S.3    Wikstrand, J.4    Fagerberg, B.5
  • 23
    • 10644293958 scopus 로고    scopus 로고
    • Comparison of insulin sensitivity values using the hyperinsulinemic euglycemic clamp: 2 vs 3 hours
    • 1:STN:280:DC%2BD2M%2FktlaisQ%3D%3D 15671908 10.1016/S1262-3636(07)70135-0
    • Karelis AD, Henry JF, Malita F, et al. (2004) Comparison of insulin sensitivity values using the hyperinsulinemic euglycemic clamp: 2 vs 3 hours. Diabetes Metab 30:413-414
    • (2004) Diabetes Metab , vol.30 , pp. 413-414
    • Karelis, A.D.1    Henry, J.F.2    Malita, F.3
  • 24
    • 34548740773 scopus 로고    scopus 로고
    • Relationship between the hyperinsulinemic-euglycaemic clamp and a new simple index assessing insulin sensitivity in overweight and obese postmenopausal women
    • 1:CAS:528:DC%2BD2sXhtlCqsbbM 17499540 10.1016/j.diabet.2007.02.004
    • Bastard JP, Vandernotte JM, Faraj M, et al. (2007) Relationship between the hyperinsulinemic-euglycaemic clamp and a new simple index assessing insulin sensitivity in overweight and obese postmenopausal women. Diabetes Metab 33:261-268
    • (2007) Diabetes Metab , vol.33 , pp. 261-268
    • Bastard, J.P.1    Vandernotte, J.M.2    Faraj, M.3
  • 25
    • 34547691346 scopus 로고    scopus 로고
    • Measuring insulin sensitivity in postmenopausal women covering a range of glucose tolerance: Comparison of indices derived from the oral glucose tolerance test with the euglycemic-hyperinsulinemic clamp
    • 1:CAS:528:DC%2BD2sXovFehsLY%3D 17697856 10.1016/j.metabol.2007.04.002
    • Piche ME, Lemieux S, Corneau L, Nadeau A, Bergeron J, Weisnagel SJ (2007) Measuring insulin sensitivity in postmenopausal women covering a range of glucose tolerance: comparison of indices derived from the oral glucose tolerance test with the euglycemic-hyperinsulinemic clamp. Metabolism 56:1159-1166
    • (2007) Metabolism , vol.56 , pp. 1159-1166
    • Piche, M.E.1    Lemieux, S.2    Corneau, L.3    Nadeau, A.4    Bergeron, J.5    Weisnagel, S.J.6
  • 26
    • 0032821965 scopus 로고    scopus 로고
    • Insulin sensitivity indices obtained from oral glucose tolerance testing: Comparison with the euglycemic insulin clamp
    • 1:STN:280:DyaK1MvgvVertQ%3D%3D 10480510 10.2337/diacare.22.9.1462
    • Matsuda M, DeFronzo RA (1999) Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp. Diabetes Care 22:1462-1470
    • (1999) Diabetes Care , vol.22 , pp. 1462-1470
    • Matsuda, M.1    Defronzo, R.A.2
  • 28
    • 0030863528 scopus 로고    scopus 로고
    • Specific insulin assays, insulin sensitivity and blood pressure
    • 1:STN:280:DyaK2svkvVSjtg%3D%3D 9302431 10.1093/qjmed/90.7.465
    • Petrie JR, Morris AD, Dorrian CA, Small M, Connell JM (1997) Specific insulin assays, insulin sensitivity and blood pressure. QJM 90:465-475
    • (1997) QJM , vol.90 , pp. 465-475
    • Petrie, J.R.1    Morris, A.D.2    Dorrian, C.A.3    Small, M.4    Connell, J.M.5
  • 29
    • 0035182026 scopus 로고    scopus 로고
    • Repeatability characteristics of simple indices of insulin resistance: Implications for research applications
    • 1:CAS:528:DC%2BD3MXos1Kqt7s%3D 11701722 10.1210/jcem.86.11.7880
    • Mather KJ, Hunt AE, Steinberg HO, et al. (2001) Repeatability characteristics of simple indices of insulin resistance: implications for research applications. J Clin Endocrinol Metab 86:5457-5464
    • (2001) J Clin Endocrinol Metab , vol.86 , pp. 5457-5464
    • Mather, K.J.1    Hunt, A.E.2    Steinberg, H.O.3
  • 30
    • 0021813187 scopus 로고
    • Homeostasis model assessment: Insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man
    • 1:CAS:528:DyaL2MXlslKnu7k%3D 3899825 10.1007/BF00280883
    • Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC (1985) Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28:412-419
    • (1985) Diabetologia , vol.28 , pp. 412-419
    • Matthews, D.R.1    Hosker, J.P.2    Rudenski, A.S.3    Naylor, B.A.4    Treacher, D.F.5    Turner, R.C.6
  • 31
    • 0029933670 scopus 로고    scopus 로고
    • Abnormalities of insulin pulsatility and glucose oscillations during meals in obese noninsulin-dependent diabetic patients: Effects of weight reduction
    • 1:CAS:528:DyaK28XjsFyksr4%3D 8964829
    • Gumbiner B, van Cauter E, Beltz WF, et al. (1996) Abnormalities of insulin pulsatility and glucose oscillations during meals in obese noninsulin-dependent diabetic patients: effects of weight reduction. J Clin Endocrinol Metab 81:2061-2068
    • (1996) J Clin Endocrinol Metab , vol.81 , pp. 2061-2068
    • Gumbiner, B.1    Van Cauter, E.2    Beltz, W.F.3
  • 32
    • 0023916553 scopus 로고
    • Abnormal patterns of insulin secretion in non-insulin-dependent diabetes mellitus
    • 1:STN:280:DyaL1c3gt1Smsg%3D%3D 3283554 10.1056/NEJM198805123181903
    • Polonsky KS, Given BD, Hirsch LJ, et al. (1988) Abnormal patterns of insulin secretion in non-insulin-dependent diabetes mellitus. N Engl J Med 318:1231-1239
    • (1988) N Engl J Med , vol.318 , pp. 1231-1239
    • Polonsky, K.S.1    Given, B.D.2    Hirsch, L.J.3
  • 33
    • 0942287757 scopus 로고    scopus 로고
    • Evaluation of insulin sensitivity in clinical practice and in research settings
    • 14968910 10.1301/nr.2003.dec.397-412
    • Monzillo LU, Hamdy O (2003) Evaluation of insulin sensitivity in clinical practice and in research settings. Nutr Rev 61:397-412
    • (2003) Nutr Rev , vol.61 , pp. 397-412
    • Monzillo, L.U.1    Hamdy, O.2
  • 34
    • 0033969799 scopus 로고    scopus 로고
    • Validation of the insulin sensitivity index (ISI(0,120)): Comparison with other measures
    • 1:CAS:528:DC%2BD3cXosValuw%3D%3D 10741566 10.1016/S0168-8227(99)00116-3
    • Gutt M, Davis CL, Spitzer SB, et al. (2000) Validation of the insulin sensitivity index (ISI(0,120)): comparison with other measures. Diabetes Res Clin Pract 47:177-184
    • (2000) Diabetes Res Clin Pract , vol.47 , pp. 177-184
    • Gutt, M.1    Davis, C.L.2    Spitzer, S.B.3
  • 35
    • 0031711610 scopus 로고    scopus 로고
    • Insulin sensitivity indices calculated from basal and OGTT-induced insulin, glucose, and FFA levels
    • 1:CAS:528:DyaK1cXisFSmur0%3D 9562967 10.1006/mgme.1997.2658
    • Belfiore F, Iannello S, Volpicelli G (1998) Insulin sensitivity indices calculated from basal and OGTT-induced insulin, glucose, and FFA levels. Mol Genet Metab 63:134-141
    • (1998) Mol Genet Metab , vol.63 , pp. 134-141
    • Belfiore, F.1    Iannello, S.2    Volpicelli, G.3
  • 36
    • 0025066328 scopus 로고
    • Insulin release and peripheral sensitivity at the oral glucose tolerance test
    • 1:STN:280:DyaK3M%2FosFelsw%3D%3D 2261853 10.1016/0168-8227(90)90040-Z
    • Cederholm J, Wibell L (1990) Insulin release and peripheral sensitivity at the oral glucose tolerance test. Diabetes Res Clin Pract 10:167-175
    • (1990) Diabetes Res Clin Pract , vol.10 , pp. 167-175
    • Cederholm, J.1    Wibell, L.2
  • 37
    • 0020790603 scopus 로고
    • Quantification of insulin secretion and in vivo insulin action in nonobese and moderately obese individuals with normal glucose tolerance
    • 1:CAS:528:DyaL3sXlvVyhsLw%3D 6345239 10.2337/diab.32.7.600
    • Reaven GM, Moore J, Greenfield M (1983) Quantification of insulin secretion and in vivo insulin action in nonobese and moderately obese individuals with normal glucose tolerance. Diabetes 32:600-604
    • (1983) Diabetes , vol.32 , pp. 600-604
    • Reaven, G.M.1    Moore, J.2    Greenfield, M.3
  • 38
    • 0019415752 scopus 로고
    • Receptor and postreceptor defects contribute to the insulin resistance in noninsulin-dependent diabetes mellitus
    • 1:CAS:528:DyaL3MXlvVGju70%3D 370882 7287908 10.1172/JCI110350
    • Kolterman OG, Gray RS, Griffin J, et al. (1981) Receptor and postreceptor defects contribute to the insulin resistance in noninsulin-dependent diabetes mellitus. J Clin Invest 68:957-969
    • (1981) J Clin Invest , vol.68 , pp. 957-969
    • Kolterman, O.G.1    Gray, R.S.2    Griffin, J.3
  • 39
    • 0021259309 scopus 로고
    • Relationship between the plasma insulin response to oral glucose and insulin-stimulated glucose utilization in normal subjects
    • 1:CAS:528:DyaL2cXktVWgsr8%3D 6373455 10.2337/diab.33.5.460
    • Hollenbeck CB, Chen N, Chen YD, Reaven GM (1984) Relationship between the plasma insulin response to oral glucose and insulin-stimulated glucose utilization in normal subjects. Diabetes 33:460-463
    • (1984) Diabetes , vol.33 , pp. 460-463
    • Hollenbeck, C.B.1    Chen, N.2    Chen, Y.D.3    Reaven, G.M.4
  • 40
    • 0034751604 scopus 로고    scopus 로고
    • Incorporation of the fasting plasma FFA concentration into QUICKI improves its association with insulin sensitivity in nonobese individuals
    • 1:CAS:528:DC%2BD3MXptVars7k%3D 11600540 10.1210/jcem.86.10.7902
    • Perseghin G, Caumo A, Caloni M, Testolin G, Luzi L (2001) Incorporation of the fasting plasma FFA concentration into QUICKI improves its association with insulin sensitivity in nonobese individuals. J Clin Endocrinol Metab 86:4776-4781
    • (2001) J Clin Endocrinol Metab , vol.86 , pp. 4776-4781
    • Perseghin, G.1    Caumo, A.2    Caloni, M.3    Testolin, G.4    Luzi, L.5
  • 41
    • 0034456568 scopus 로고    scopus 로고
    • Quantitative insulin sensitivity check index: A simple, accurate method for assessing insulin sensitivity in humans
    • 1:CAS:528:DC%2BD3cXlt1Wntrg%3D 10902785 10.1210/jcem.85.7.6661
    • Katz A, Nambi SS, Mather K, et al. (2000) Quantitative insulin sensitivity check index: a simple, accurate method for assessing insulin sensitivity in humans. J Clin Endocrinol Metab 85:2402-2410
    • (2000) J Clin Endocrinol Metab , vol.85 , pp. 2402-2410
    • Katz, A.1    Nambi, S.S.2    Mather, K.3
  • 43
    • 0035095052 scopus 로고    scopus 로고
    • Diagnosing insulin resistance in the general population
    • 1:STN:280:DC%2BD3M7pslCmsA%3D%3D 11289468 10.2337/diacare.24.3.460
    • McAuley KA, Williams SM, Mann JI, et al. (2001) Diagnosing insulin resistance in the general population. Diabetes Care 24:460-464
    • (2001) Diabetes Care , vol.24 , pp. 460-464
    • McAuley, K.A.1    Williams, S.M.2    Mann, J.I.3
  • 44
    • 0029037725 scopus 로고
    • A new insulin-sensitivity index for epidemiological study
    • 1:STN:280:DyaK2M3ivVCgtg%3D%3D
    • Li G, Pan X (1995) A new insulin-sensitivity index for epidemiological study. Chin Med J (Engl) 108:55-56
    • (1995) Chin Med J (Engl) , vol.108 , pp. 55-56
    • Li, G.1    Pan, X.2
  • 45
    • 0018773348 scopus 로고
    • Insulin sensitivity and insulin binding to monocytes in maturity-onset diabetes
    • 1:CAS:528:DyaE1MXktFOrsLk%3D 372035 376552 10.1172/JCI109394
    • DeFronzo R, Deibert D, Hendler R, Felig P, Soman V (1979) Insulin sensitivity and insulin binding to monocytes in maturity-onset diabetes. J Clin Invest 63:939-946
    • (1979) J Clin Invest , vol.63 , pp. 939-946
    • Defronzo, R.1    Deibert, D.2    Hendler, R.3    Felig, P.4    Soman, V.5
  • 46
    • 0034650163 scopus 로고    scopus 로고
    • Evaluation of simple indices of insulin sensitivity and insulin secretion for use in epidemiologic studies
    • 1:STN:280:DC%2BD3c7gvVChsg%3D%3D 10645822 10.1093/oxfordjournals.aje. a010187
    • Hanson RL, Pratley RE, Bogardus C, et al. (2000) Evaluation of simple indices of insulin sensitivity and insulin secretion for use in epidemiologic studies. Am J Epidemiol 151:190-198
    • (2000) Am J Epidemiol , vol.151 , pp. 190-198
    • Hanson, R.L.1    Pratley, R.E.2    Bogardus, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.