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Volumn 159, Issue 11, 2004, Pages 1013-1018

(Mis)use of factor analysis in the study of insulin resistance syndrome

Author keywords

Factor analysis; Metabolic syndrome X; Statistical

Indexed keywords

ARTICLE; FACTORIAL ANALYSIS; HUMAN; INSULIN RESISTANCE; METABOLIC SYNDROME X; PATHOPHYSIOLOGY; PHYSIOLOGY;

EID: 3142783848     PISSN: 00029262     EISSN: 14766256     Source Type: Journal    
DOI: 10.1093/aje/kwh150     Document Type: Note
Times cited : (97)

References (39)
  • 1
    • 0032191856 scopus 로고    scopus 로고
    • Insulin action and insulin resistance: Diseases involving defects in insulin receptors, signal transduction, and the glucose transport effector system
    • Hunter SJ, Garvey WT. Insulin action and insulin resistance: diseases involving defects in insulin receptors, signal transduction, and the glucose transport effector system. Am J Med 1998;105:331-45.
    • (1998) Am J Med , vol.105 , pp. 331-345
    • Hunter, S.J.1    Garvey, W.T.2
  • 2
    • 0035159865 scopus 로고    scopus 로고
    • Insulin resistance: Cellular and clinical concepts
    • Cefalu WT. Insulin resistance: cellular and clinical concepts. Exp Biol Med 2001;226:13-26.
    • (2001) Exp Biol Med , vol.226 , pp. 13-26
    • Cefalu, W.T.1
  • 3
    • 0032442860 scopus 로고    scopus 로고
    • Development of the multiple metabolic syndrome: An epidemiologic perspective
    • Liese AD, Mayer-Davis EJ, Haffner SM. Development of the multiple metabolic syndrome: an epidemiologic perspective. Epidemiol Rev 1998;20:157-72.
    • (1998) Epidemiol Rev , vol.20 , pp. 157-172
    • Liese, A.D.1    Mayer-Davis, E.J.2    Haffner, S.M.3
  • 4
    • 0003045824 scopus 로고    scopus 로고
    • The insulin resistance syndrome
    • Alberti KGMM, Zimmet P, DeFronzo RA, et al, eds, 2nd ed. Chicester, United Kingdom: John Wiley & Sons, Ltd
    • Stern MP. The insulin resistance syndrome. In: Alberti KGMM, Zimmet P, DeFronzo RA, et al, eds. International textbook of diabetes mellitus. 2nd ed. Chicester, United Kingdom: John Wiley & Sons, Ltd, 1997.
    • (1997) International textbook of diabetes mellitus
    • Stern, M.P.1
  • 5
    • 0036326047 scopus 로고    scopus 로고
    • Factor analysis of metabolic syndrome using directly measured insulin sensitivity: The Insulin Resistance Atherosclerosis Study
    • Hanley AJ, Karter AJ, Festa A, et al. Factor analysis of metabolic syndrome using directly measured insulin sensitivity: the Insulin Resistance Atherosclerosis Study. Diabetes 2002;51:2642-7.
    • (2002) Diabetes , vol.51 , pp. 2642-2647
    • Hanley, A.J.1    Karter, A.J.2    Festa, A.3
  • 6
    • 0036787485 scopus 로고    scopus 로고
    • Components of the "metabolic syndrome" and incidence of type 2 diabetes
    • Hanson RL, Imperatore G, Bennett PH, et al. Components of the "metabolic syndrome" and incidence of type 2 diabetes. Diabetes 2002;51:3120-7.
    • (2002) Diabetes , vol.51 , pp. 3120-3127
    • Hanson, R.L.1    Imperatore, G.2    Bennett, P.H.3
  • 7
    • 0036309976 scopus 로고    scopus 로고
    • Factors of insulin resistance syndrome-related phenotypes are linked to genetic locations on chromosomes 6 and 7 in nondiabetic Mexican-Americans
    • Arya R, Blangero J, Williams K, et al. Factors of insulin resistance syndrome-related phenotypes are linked to genetic locations on chromosomes 6 and 7 in nondiabetic Mexican-Americans. Diabetes 2002;51:841-7.
    • (2002) Diabetes , vol.51 , pp. 841-847
    • Arya, R.1    Blangero, J.2    Williams, K.3
  • 8
    • 0035091494 scopus 로고    scopus 로고
    • Plasma renin activity and insulin resistance in African American and white children: The Bogalusa Heart Study
    • Chen W, Srinivasan SR, Berenson GS. Plasma renin activity and insulin resistance in African American and white children: the Bogalusa Heart Study. Am J Hypertens 2001;14:212-17.
    • (2001) Am J Hypertens , vol.14 , pp. 212-217
    • Chen, W.1    Srinivasan, S.R.2    Berenson, G.S.3
  • 9
    • 0035213379 scopus 로고    scopus 로고
    • Epidemiology and factor analysis of obesity, type II diabetes, hypertension, and dyslipidemia (syndrome X) on the Island of Kosrae, Federated States of Micronesia
    • Shmulewitz D, Auerbach SB, Lehner T, et al. Epidemiology and factor analysis of obesity, type II diabetes, hypertension, and dyslipidemia (syndrome X) on the Island of Kosrae, Federated States of Micronesia. Hum Hered 2001;51:8-19.
    • (2001) Hum Hered , vol.51 , pp. 8-19
    • Shmulewitz, D.1    Auerbach, S.B.2    Lehner, T.3
  • 10
    • 0035283419 scopus 로고    scopus 로고
    • Metabolic syndrome and ischemic heart disease in elderly men and women
    • Lindblad U, Langer RD, Wingard DL, et al. Metabolic syndrome and ischemic heart disease in elderly men and women. Am J Epidemiol 2001;153:481-9.
    • (2001) Am J Epidemiol , vol.153 , pp. 481-489
    • Lindblad, U.1    Langer, R.D.2    Wingard, D.L.3
  • 11
    • 0343485089 scopus 로고    scopus 로고
    • Insulin resistance syndrome predicts the risk of coronary heart disease and stroke in healthy middle-aged men: The 22-year follow-up results of the Helsinki Policemen Study
    • Pyorala M, Miettinen H, Halonen P, et al. Insulin resistance syndrome predicts the risk of coronary heart disease and stroke in healthy middle-aged men: the 22-year follow-up results of the Helsinki Policemen Study. Arterioscler Thromb Vasc Biol 2000;20:538-44.
    • (2000) Arterioscler Thromb Vasc Biol , vol.20 , pp. 538-544
    • Pyorala, M.1    Miettinen, H.2    Halonen, P.3
  • 12
    • 0034669480 scopus 로고    scopus 로고
    • Clustering of procoagulation, inflammation, and fibrinolysis variables with metabolic factors in insulin resistance syndrome
    • Sakkinen PA, Wahl P, Cushman M, et al. Clustering of procoagulation, inflammation, and fibrinolysis variables with metabolic factors in insulin resistance syndrome. Am J Epidemiol 2000;152:897-907.
    • (2000) Am J Epidemiol , vol.152 , pp. 897-907
    • Sakkinen, P.A.1    Wahl, P.2    Cushman, M.3
  • 13
    • 0033861789 scopus 로고    scopus 로고
    • Different association of hypertension and insulin-related metabolic syndrome between men and women in 8437 nondiabetic Chinese
    • Chen CH, Lin KC, Tsai ST, et al. Different association of hypertension and insulin-related metabolic syndrome between men and women in 8437 nondiabetic Chinese. Am J Hypertens 2000;13:846-53.
    • (2000) Am J Hypertens , vol.13 , pp. 846-853
    • Chen, C.H.1    Lin, K.C.2    Tsai, S.T.3
  • 14
    • 0034015150 scopus 로고    scopus 로고
    • Insulin resistance alone does not explain the clustering of cardiovascular risk factors in southern India
    • Snehalatha C, Sivasankari S, Satyavani K, et al. Insulin resistance alone does not explain the clustering of cardiovascular risk factors in southern India. Diabet Med 2000;17:152-7.
    • (2000) Diabet Med , vol.17 , pp. 152-157
    • Snehalatha, C.1    Sivasankari, S.2    Satyavani, K.3
  • 15
    • 0033214107 scopus 로고    scopus 로고
    • Cardiovascular risk factors clustering features of insulin resistance syndrome (syndrome X) in a biracial (Black-White) population of children, adolescents, and young adults: The Bogalusa Heart Study
    • Chen W, Srinivasan SR, Elkasabany A, et al. Cardiovascular risk factors clustering features of insulin resistance syndrome (syndrome X) in a biracial (Black-White) population of children, adolescents, and young adults: the Bogalusa Heart Study. Am J Epidemiol 1999;150:667-74.
    • (1999) Am J Epidemiol , vol.150 , pp. 667-674
    • Chen, W.1    Srinivasan, S.R.2    Elkasabany, A.3
  • 16
    • 2542507751 scopus 로고    scopus 로고
    • Insulin resistance syndrome predicts coronary heart disease events in elderly nondiabetic men
    • Lempiainen P, Mykkanen L, Pyorala K, et al. Insulin resistance syndrome predicts coronary heart disease events in elderly nondiabetic men. Circulation 1999;100:123-8.
    • (1999) Circulation , vol.100 , pp. 123-128
    • Lempiainen, P.1    Mykkanen, L.2    Pyorala, K.3
  • 17
    • 0345320408 scopus 로고    scopus 로고
    • Hyperinsulinemia cluster predicts the development of type 2 diabetes independently of family history of diabetes
    • Kekalainen P, Sarlund H, Pyorala K, et al. Hyperinsulinemia cluster predicts the development of type 2 diabetes independently of family history of diabetes. Diabetes Care 1999;22:86-92.
    • (1999) Diabetes Care , vol.22 , pp. 86-92
    • Kekalainen, P.1    Sarlund, H.2    Pyorala, K.3
  • 18
    • 3543110722 scopus 로고    scopus 로고
    • Risk factor clustering in the insulin resistance syndrome. The Strong Heart Study
    • Gray RS, Fabsitz RR, Cowan LD, et al. Risk factor clustering in the insulin resistance syndrome. The Strong Heart Study. Am J Epidemiol 1998;148:869-78.
    • (1998) Am J Epidemiol , vol.148 , pp. 869-878
    • Gray, R.S.1    Fabsitz, R.R.2    Cowan, L.D.3
  • 19
    • 0032008526 scopus 로고    scopus 로고
    • Factors of the insulin resistance syndrome in nondiabetic and diabetic elderly Japanese-American men
    • Edwards KL, Burchfiel CM, Sharp DS, et al. Factors of the insulin resistance syndrome in nondiabetic and diabetic elderly Japanese-American men. Am J Epidemiol 1998;147:441-7.
    • (1998) Am J Epidemiol , vol.147 , pp. 441-447
    • Edwards, K.L.1    Burchfiel, C.M.2    Sharp, D.S.3
  • 20
    • 0031837558 scopus 로고    scopus 로고
    • Factors of the metabolic syndrome: Baseline interrelationships in the first follow-up cohort of the HDDRISC Study (HDDRISC-1)
    • Leyva F, Godsland IF, Worthington M, et al. Factors of the metabolic syndrome: baseline interrelationships in the first follow-up cohort of the HDDRISC Study (HDDRISC-1). Arterioscler Thromb Vasc Biol 1998;18:208-14.
    • (1998) Arterioscler Thromb Vasc Biol , vol.18 , pp. 208-214
    • Leyva, F.1    Godsland, I.F.2    Worthington, M.3
  • 21
    • 0031830550 scopus 로고    scopus 로고
    • Associations of smoking, alcohol and physical activity with risk factors for coronary heart disease and diabetes in the first follow-up cohort of the Heart Disease and Diabetes Risk Indicators in a Screened Cohort study (HDDRISC-1)
    • Godsland IF, Leyva F, Walton C, et al. Associations of smoking, alcohol and physical activity with risk factors for coronary heart disease and diabetes in the first follow-up cohort of the Heart Disease and Diabetes Risk Indicators in a Screened Cohort study (HDDRISC-1). J Intern Med 1998;244:33-41.
    • (1998) J Intern Med , vol.244 , pp. 33-41
    • Godsland, I.F.1    Leyva, F.2    Walton, C.3
  • 22
    • 0031775895 scopus 로고    scopus 로고
    • Hyperleptinemia as a component of a metabolic syndrome of cardiovascular risk
    • Leyva F, Godsland IF, Ghatei M, et al. Hyperleptinemia as a component of a metabolic syndrome of cardiovascular risk. Arterioscler Thromb Vasc Biol 1998;18:928-33.
    • (1998) Arterioscler Thromb Vasc Biol , vol.18 , pp. 928-933
    • Leyva, F.1    Godsland, I.F.2    Ghatei, M.3
  • 23
    • 0031442980 scopus 로고    scopus 로고
    • Does insulin resistance unite the separate components of the insulin resistance syndrome? Evidence from the Miami Community Health Study
    • Donahue RP, Bean JA, Donahue RD, et al. Does insulin resistance unite the separate components of the insulin resistance syndrome? Evidence from the Miami Community Health Study. Arterioscler Thromb Vasc Biol 1997;17:2413-17.
    • (1997) Arterioscler Thromb Vasc Biol , vol.17 , pp. 2413-2417
    • Donahue, R.P.1    Bean, J.A.2    Donahue, R.D.3
  • 24
    • 0030840420 scopus 로고    scopus 로고
    • Risk variable clustering in the insulin resistance syndrome. The Framingham Offspring Study
    • Meigs JB, D'Agostino RBS, Wilson PW, et al. Risk variable clustering in the insulin resistance syndrome. The Framingham Offspring Study. Diabetes 1997;46:1594-600.
    • (1997) Diabetes , vol.46 , pp. 1594-1600
    • Meigs, J.B.1    D'Agostino, R.B.S.2    Wilson, P.W.3
  • 25
    • 0003057505 scopus 로고    scopus 로고
    • Factor analysis of proposed components of the insulin resistance syndrome. (Abstract)
    • Wingard D, Von Muhlen D, Barrett-Connor E, et al. Factor analysis of proposed components of the insulin resistance syndrome. (Abstract). Diabetes 1996;45(suppl 2):137A.
    • (1996) Diabetes , vol.45 , Issue.SUPPL. 2
    • Wingard, D.1    Von Muhlen, D.2    Barrett-Connor, E.3
  • 26
    • 0028170620 scopus 로고
    • Multivariate analysis of the insulin resistance syndrome in women
    • Edwards KL, Austin MA, Newman B, et al. Multivariate analysis of the insulin resistance syndrome in women. Arterioscler Thromb 1994;14:1940-5.
    • (1994) Arterioscler Thromb , vol.14 , pp. 1940-1945
    • Edwards, K.L.1    Austin, M.A.2    Newman, B.3
  • 27
    • 33749218886 scopus 로고
    • Factor analysis
    • Mardia KV, Kent JT, Bibby JM, eds, London, United Kingdom: Academic Press
    • Mardia KV, Kent JT, Bibby JM. Factor analysis. In: Mardia KV, Kent JT, Bibby JM, eds. Multivariate analysis. London, United Kingdom: Academic Press, 1979:255-80.
    • (1979) Multivariate analysis , pp. 255-280
    • Mardia, K.V.1    Kent, J.T.2    Bibby, J.M.3
  • 28
    • 51649123613 scopus 로고    scopus 로고
    • Krzanowski WJ. Explaining observed associations: latent-variable models. In: Krzanowski WJ, ed. Principles of multivariate analysis. A user's perspective. Oxford, United Kingdom: Oxford University Press, 1990:474-515.
    • Krzanowski WJ. Explaining observed associations: latent-variable models. In: Krzanowski WJ, ed. Principles of multivariate analysis. A user's perspective. Oxford, United Kingdom: Oxford University Press, 1990:474-515.
  • 29
    • 23944463951 scopus 로고
    • Factor analysis
    • Manly BFJ, ed, London, United Kingdom: Chapman & Hall
    • Manly BFJ. Factor analysis. In: Manly BFJ, ed. Multivariate statistical methods. A primer. London, United Kingdom: Chapman & Hall, 1994:93-106.
    • (1994) Multivariate statistical methods. A primer , pp. 93-106
    • Manly, B.F.J.1
  • 30
    • 0003515753 scopus 로고
    • Introduction to multivariate analysis
    • Chatfield C, Collins AJ, eds, London, United Kingdom: Chapman & Hall
    • Chatfield C, Collins AJ. Introduction to multivariate analysis. In: Chatfield C, Collins AJ, eds. Introduction to multivariate analysis. London, United Kingdom: Chapman & Hall, 1980: 82-9.
    • (1980) Introduction to multivariate analysis , pp. 82-89
    • Chatfield, C.1    Collins, A.J.2
  • 31
    • 0020679457 scopus 로고
    • Clustering of heart disease risk factors in diabetic compared to nondiabetic adults
    • Wingard DL, Barrett-Connor E, Criqui MH, et al. Clustering of heart disease risk factors in diabetic compared to nondiabetic adults. Am J Epidemiol 1983;117:19-26.
    • (1983) Am J Epidemiol , vol.117 , pp. 19-26
    • Wingard, D.L.1    Barrett-Connor, E.2    Criqui, M.H.3
  • 32
    • 0034669345 scopus 로고    scopus 로고
    • Invited commentary: Insulin resistance syndrome? Syndrome X? Multiple metabolic syndrome? A syndrome at all? Factor analysis reveals patterns in the fabric of correlated metabolic risk factors
    • Meigs JB. Invited commentary: insulin resistance syndrome? Syndrome X? Multiple metabolic syndrome? A syndrome at all? Factor analysis reveals patterns in the fabric of correlated metabolic risk factors. Am J Epidemiol 2000;152:908-11.
    • (2000) Am J Epidemiol , vol.152 , pp. 908-911
    • Meigs, J.B.1
  • 33
    • 51649117721 scopus 로고    scopus 로고
    • World Health Organization. Definition, diagnosis and classification of diabetes mellitus and its complications. Report of a WHO consultation. Part 1: diagnosis and classification of diabetes mellitus. Geneva, Switzerland: World Health Organization Department of Noncommunicable Disease Surveillance, 1999.
    • World Health Organization. Definition, diagnosis and classification of diabetes mellitus and its complications. Report of a WHO consultation. Part 1: diagnosis and classification of diabetes mellitus. Geneva, Switzerland: World Health Organization Department of Noncommunicable Disease Surveillance, 1999.
  • 34
    • 0035897696 scopus 로고    scopus 로고
    • Evaluation, and Treatment of High Blood Cholesterol in Adults. Executive summary of the third report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (adult treatment panel III)
    • Expert Panel on Detection
    • Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults. Executive summary of the third report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (adult treatment panel III). JAMA 2001;285:2486-97.
    • (2001) JAMA , vol.285 , pp. 2486-2497
  • 35
    • 0041669603 scopus 로고    scopus 로고
    • Predictive accuracy and explained variation
    • Schemper M. Predictive accuracy and explained variation. Stat Med 2003;22:2299-308.
    • (2003) Stat Med , vol.22 , pp. 2299-2308
    • Schemper, M.1
  • 36
    • 0036788311 scopus 로고    scopus 로고
    • Risk factor groupings related to insulin resistance and their synergistic effects on subclinical atherosclerosis: The Atherosclerosis Risk in Communities Study
    • Golden SH, Folsom AR, Coresh J, et al. Risk factor groupings related to insulin resistance and their synergistic effects on subclinical atherosclerosis: the Atherosclerosis Risk in Communities Study. Diabetes 2002;51:3069-76.
    • (2002) Diabetes , vol.51 , pp. 3069-3076
    • Golden, S.H.1    Folsom, A.R.2    Coresh, J.3
  • 37
    • 0034837376 scopus 로고    scopus 로고
    • Cardiovascular morbidity and mortality associated with the metabolic syndrome
    • Isomaa B, Almgren P, Tuomi T, et al. Cardiovascular morbidity and mortality associated with the metabolic syndrome. Diabetes Care 2001;24:683-9.
    • (2001) Diabetes Care , vol.24 , pp. 683-689
    • Isomaa, B.1    Almgren, P.2    Tuomi, T.3
  • 38
    • 51649099394 scopus 로고    scopus 로고
    • The metabolic syndrome and coronary heart disease in older women: Findings from the British Women's Heart and Health Study
    • in press
    • Lawlor DA, Ebrahim S, Davey Smith G. The metabolic syndrome and coronary heart disease in older women: findings from the British Women's Heart and Health Study. Diabet Med (in press).
    • Diabet Med
    • Lawlor, D.A.1    Ebrahim, S.2    Davey Smith, G.3
  • 39
    • 0035956651 scopus 로고    scopus 로고
    • Sifting the evidence - what's wrong with significance tests?
    • Sterne JA, Davey Smith G. Sifting the evidence - what's wrong with significance tests? BMJ 2001;322:226-31.
    • (2001) BMJ , vol.322 , pp. 226-231
    • Sterne, J.A.1    Davey Smith, G.2


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