Separate and combined associations of obesity and metabolic health with coronary heart disease: a pan-European case-cohort analysis

<p><strong>Aims</strong></p> <p>The hypothesis of ‘metabolically healthy obesity’ implies that, in the absence of metabolic dysfunction, individuals with excess adiposity are not at greater cardiovascular risk. We tested this hypothesis in a large pan-European prospecti...

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Main Authors: Lassale, C, Tzoulaki, I, Moons, KGM, Sweeting, M, Boer, J, Johnson, L, Huerta, JM, Agnoli, C, Freisling, H, Weiderpass, E, Wennberg, P, van der A, DL, Arriola, L, Benetou, V, Boeing, H, Bonnet, F, Colorado-Yohar, SM, Engström, G, Eriksen, AK, Ferrari, P, Grioni, S, Johansson, M, Kaaks, R, Katsoulis, M, Katzke, V, Key, TJ, Matullo, G, Melander, O, Molina-Portillo, E, Moreno-Iribas, C, Norberg, M, Overvad, K, Panico, S, Quirós, JR, Saieva, C, Skeie, G, Steffen, A, Stepien, M, Tjønneland, A, Trichopoulou, A, Tumino, R, van der Schouw, YT, Verschuren, WMM, Langenberg, C, Di Angelantonio, E, Riboli, E, Wareham, NJ, Danesh, J, Butterworth, AS
Format: Journal article
Language:English
Published: Oxford University Press 2017
Subjects:
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author Lassale, C
Tzoulaki, I
Moons, KGM
Sweeting, M
Boer, J
Johnson, L
Huerta, JM
Agnoli, C
Freisling, H
Weiderpass, E
Wennberg, P
van der A, DL
Arriola, L
Benetou, V
Boeing, H
Bonnet, F
Colorado-Yohar, SM
Engström, G
Eriksen, AK
Ferrari, P
Grioni, S
Johansson, M
Kaaks, R
Katsoulis, M
Katzke, V
Key, TJ
Matullo, G
Melander, O
Molina-Portillo, E
Moreno-Iribas, C
Norberg, M
Overvad, K
Panico, S
Quirós, JR
Saieva, C
Skeie, G
Steffen, A
Stepien, M
Tjønneland, A
Trichopoulou, A
Tumino, R
van der Schouw, YT
Verschuren, WMM
Langenberg, C
Di Angelantonio, E
Riboli, E
Wareham, NJ
Danesh, J
Butterworth, AS
author_facet Lassale, C
Tzoulaki, I
Moons, KGM
Sweeting, M
Boer, J
Johnson, L
Huerta, JM
Agnoli, C
Freisling, H
Weiderpass, E
Wennberg, P
van der A, DL
Arriola, L
Benetou, V
Boeing, H
Bonnet, F
Colorado-Yohar, SM
Engström, G
Eriksen, AK
Ferrari, P
Grioni, S
Johansson, M
Kaaks, R
Katsoulis, M
Katzke, V
Key, TJ
Matullo, G
Melander, O
Molina-Portillo, E
Moreno-Iribas, C
Norberg, M
Overvad, K
Panico, S
Quirós, JR
Saieva, C
Skeie, G
Steffen, A
Stepien, M
Tjønneland, A
Trichopoulou, A
Tumino, R
van der Schouw, YT
Verschuren, WMM
Langenberg, C
Di Angelantonio, E
Riboli, E
Wareham, NJ
Danesh, J
Butterworth, AS
author_sort Lassale, C
collection OXFORD
description <p><strong>Aims</strong></p> <p>The hypothesis of ‘metabolically healthy obesity’ implies that, in the absence of metabolic dysfunction, individuals with excess adiposity are not at greater cardiovascular risk. We tested this hypothesis in a large pan-European prospective study.</p> <p><strong>Methods and results</strong></p> <p>We conducted a case-cohort analysis in the 520 000-person European Prospective Investigation into Cancer and Nutrition study (‘EPIC-CVD’). During a median follow-up of 12.2 years, we recorded 7637 incident coronary heart disease (CHD) cases. Using cut-offs recommended by guidelines, we defined obesity and overweight using body mass index (BMI), and metabolic dysfunction (‘unhealthy’) as ≥ 3 of elevated blood pressure, hypertriglyceridaemia, low HDL-cholesterol, hyperglycaemia, and elevated waist circumference. We calculated hazard ratios (HRs) and 95% confidence intervals (95% CI) within each country using Prentice-weighted Cox proportional hazard regressions, accounting for age, sex, centre, education, smoking, diet, and physical activity. Compared with metabolically healthy normal weight people (reference), HRs were 2.15 (95% CI: 1.79; 2.57) for unhealthy normal weight, 2.33 (1.97; 2.76) for unhealthy overweight, and 2.54 (2.21; 2.92) for unhealthy obese people. Compared with the reference group, HRs were 1.26 (1.14; 1.40) and 1.28 (1.03; 1.58) for metabolically healthy overweight and obese people, respectively. These results were robust to various sensitivity analyses.</p> <p><strong>Conclusion</strong></p> <p>Irrespective of BMI, metabolically unhealthy individuals had higher CHD risk than their healthy counterparts. Conversely, irrespective of metabolic health, overweight and obese people had higher CHD risk than lean people. These findings challenge the concept of ‘metabolically healthy obesity’, encouraging population-wide strategies to tackle obesity.</p>
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spelling oxford-uuid:57b9199a-89e6-410f-9818-3be3338999d22022-03-26T16:58:32ZSeparate and combined associations of obesity and metabolic health with coronary heart disease: a pan-European case-cohort analysisJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:57b9199a-89e6-410f-9818-3be3338999d2smokingphysical activitycoronary heart diseaseoverweightcoronary heart disease riskobesitywaist circumferencebody mass index procedureEnglishSymplectic Elements at OxfordOxford University Press2017Lassale, CTzoulaki, IMoons, KGMSweeting, MBoer, JJohnson, LHuerta, JMAgnoli, CFreisling, HWeiderpass, EWennberg, Pvan der A, DLArriola, LBenetou, VBoeing, HBonnet, FColorado-Yohar, SMEngström, GEriksen, AKFerrari, PGrioni, SJohansson, MKaaks, RKatsoulis, MKatzke, VKey, TJMatullo, GMelander, OMolina-Portillo, EMoreno-Iribas, CNorberg, MOvervad, KPanico, SQuirós, JRSaieva, CSkeie, GSteffen, AStepien, MTjønneland, ATrichopoulou, ATumino, Rvan der Schouw, YTVerschuren, WMMLangenberg, CDi Angelantonio, ERiboli, EWareham, NJDanesh, JButterworth, AS<p><strong>Aims</strong></p> <p>The hypothesis of ‘metabolically healthy obesity’ implies that, in the absence of metabolic dysfunction, individuals with excess adiposity are not at greater cardiovascular risk. We tested this hypothesis in a large pan-European prospective study.</p> <p><strong>Methods and results</strong></p> <p>We conducted a case-cohort analysis in the 520 000-person European Prospective Investigation into Cancer and Nutrition study (‘EPIC-CVD’). During a median follow-up of 12.2 years, we recorded 7637 incident coronary heart disease (CHD) cases. Using cut-offs recommended by guidelines, we defined obesity and overweight using body mass index (BMI), and metabolic dysfunction (‘unhealthy’) as ≥ 3 of elevated blood pressure, hypertriglyceridaemia, low HDL-cholesterol, hyperglycaemia, and elevated waist circumference. We calculated hazard ratios (HRs) and 95% confidence intervals (95% CI) within each country using Prentice-weighted Cox proportional hazard regressions, accounting for age, sex, centre, education, smoking, diet, and physical activity. Compared with metabolically healthy normal weight people (reference), HRs were 2.15 (95% CI: 1.79; 2.57) for unhealthy normal weight, 2.33 (1.97; 2.76) for unhealthy overweight, and 2.54 (2.21; 2.92) for unhealthy obese people. Compared with the reference group, HRs were 1.26 (1.14; 1.40) and 1.28 (1.03; 1.58) for metabolically healthy overweight and obese people, respectively. These results were robust to various sensitivity analyses.</p> <p><strong>Conclusion</strong></p> <p>Irrespective of BMI, metabolically unhealthy individuals had higher CHD risk than their healthy counterparts. Conversely, irrespective of metabolic health, overweight and obese people had higher CHD risk than lean people. These findings challenge the concept of ‘metabolically healthy obesity’, encouraging population-wide strategies to tackle obesity.</p>
spellingShingle smoking
physical activity
coronary heart disease
overweight
coronary heart disease risk
obesity
waist circumference
body mass index procedure
Lassale, C
Tzoulaki, I
Moons, KGM
Sweeting, M
Boer, J
Johnson, L
Huerta, JM
Agnoli, C
Freisling, H
Weiderpass, E
Wennberg, P
van der A, DL
Arriola, L
Benetou, V
Boeing, H
Bonnet, F
Colorado-Yohar, SM
Engström, G
Eriksen, AK
Ferrari, P
Grioni, S
Johansson, M
Kaaks, R
Katsoulis, M
Katzke, V
Key, TJ
Matullo, G
Melander, O
Molina-Portillo, E
Moreno-Iribas, C
Norberg, M
Overvad, K
Panico, S
Quirós, JR
Saieva, C
Skeie, G
Steffen, A
Stepien, M
Tjønneland, A
Trichopoulou, A
Tumino, R
van der Schouw, YT
Verschuren, WMM
Langenberg, C
Di Angelantonio, E
Riboli, E
Wareham, NJ
Danesh, J
Butterworth, AS
Separate and combined associations of obesity and metabolic health with coronary heart disease: a pan-European case-cohort analysis
title Separate and combined associations of obesity and metabolic health with coronary heart disease: a pan-European case-cohort analysis
title_full Separate and combined associations of obesity and metabolic health with coronary heart disease: a pan-European case-cohort analysis
title_fullStr Separate and combined associations of obesity and metabolic health with coronary heart disease: a pan-European case-cohort analysis
title_full_unstemmed Separate and combined associations of obesity and metabolic health with coronary heart disease: a pan-European case-cohort analysis
title_short Separate and combined associations of obesity and metabolic health with coronary heart disease: a pan-European case-cohort analysis
title_sort separate and combined associations of obesity and metabolic health with coronary heart disease a pan european case cohort analysis
topic smoking
physical activity
coronary heart disease
overweight
coronary heart disease risk
obesity
waist circumference
body mass index procedure
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