Obesity, metabolic health and clinical outcomes after incident cardiovascular disease: A nationwide population‐based cohort study
Background The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well‐established. However, in patients with incident CVD, the relationship between obesity, metabolic health, and subsequent CVD and mortality outcomes are less well‐established. This study inves...
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Published in | Journal of cachexia, sarcopenia and muscle Vol. 14; no. 6; pp. 2653 - 2662 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Germany
John Wiley & Sons, Inc
01.12.2023
John Wiley and Sons Inc Wiley |
Subjects | |
Online Access | Get full text |
ISSN | 2190-5991 2190-6009 2190-6009 |
DOI | 10.1002/jcsm.13340 |
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Abstract | Background
The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well‐established. However, in patients with incident CVD, the relationship between obesity, metabolic health, and subsequent CVD and mortality outcomes are less well‐established. This study investigated the association between body mass index (BMI), metabolic health and the risk of subsequent cardiovascular mortality and morbidity outcomes in patients with incident CVD events.
Methods
This cohort study identified 130 685 patients from the nationwide Clinical Practice Research Datalink (CPRD GOLD) and Hospital Episode Statistics (HES) databases in the United Kingdom. Patients were ≥18 years with incident CVD [coronary heart disease (CHD), stroke, or peripheral vascular disease (PVD)] between 1 January 1998 and 31 December 2017. BMI (in kg/m2) was categorized as underweight (<18.5), normal (18.5–24.9), overweight (25.0–29.9) and obese (≥30). Within each BMI category, patients were grouped by increasing count of 1, 2 or 3 metabolic risk factors [RF] (dyslipidaemia, diabetes mellitus and hypertension) and were regarded as metabolically unhealthy while absence of these factors was considered metabolically healthy (MH). Multivariable Cox regression was used to assess the risk (hazard ratio with 95% confidence interval) of subsequent outcomes (non‐fatal CHD, stroke, PVD, incident heart failure, CVD‐mortality and all‐cause mortality) in BMI subgroups with incremental count of metabolic RFs.
Results
During a median follow‐up of 13.0 years, a higher BMI was associated with reduced risk for stroke, PVD, CVD‐mortality and all‐cause mortality within each metabolic risk category, while increasing metabolic RFs within each BMI subgroup accounted for increasing risks. When compared with patients with normal BMI and no RF, CVD‐mortality risk in overweight patients with no RF was 0.76 (0.70–0.84), and in obese patients with no RF was 0.85 (0.76–0.96). The respective risk for all‐cause mortality in patients with overweight and no RF was 0.69 (0.65–0.72), and in obese patients with no RF was 0.75 (0.70–0.79). Subsequent outcomes of stroke and PVD showed similar trends. In contrast, the risk of subsequent non‐fatal CHD events and incident HF increased with higher BMI and with incremental metabolic risk factors within each BMI category. Underweight was constantly associated with increased risk for all outcomes regardless of the presence of metabolic RFs except for non‐fatal CHD events.
Conclusions
In patients with incident CVD, overweight and obesity were related to a more favourable prognosis for subsequent stroke, PVD and mortality (CVD‐related and all‐cause) irrespective of the presence of other metabolic risk factors. |
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AbstractList | The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well-established. However, in patients with incident CVD, the relationship between obesity, metabolic health, and subsequent CVD and mortality outcomes are less well-established. This study investigated the association between body mass index (BMI), metabolic health and the risk of subsequent cardiovascular mortality and morbidity outcomes in patients with incident CVD events.BACKGROUNDThe association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well-established. However, in patients with incident CVD, the relationship between obesity, metabolic health, and subsequent CVD and mortality outcomes are less well-established. This study investigated the association between body mass index (BMI), metabolic health and the risk of subsequent cardiovascular mortality and morbidity outcomes in patients with incident CVD events.This cohort study identified 130 685 patients from the nationwide Clinical Practice Research Datalink (CPRD GOLD) and Hospital Episode Statistics (HES) databases in the United Kingdom. Patients were ≥18 years with incident CVD [coronary heart disease (CHD), stroke, or peripheral vascular disease (PVD)] between 1 January 1998 and 31 December 2017. BMI (in kg/m2 ) was categorized as underweight (<18.5), normal (18.5-24.9), overweight (25.0-29.9) and obese (≥30). Within each BMI category, patients were grouped by increasing count of 1, 2 or 3 metabolic risk factors [RF] (dyslipidaemia, diabetes mellitus and hypertension) and were regarded as metabolically unhealthy while absence of these factors was considered metabolically healthy (MH). Multivariable Cox regression was used to assess the risk (hazard ratio with 95% confidence interval) of subsequent outcomes (non-fatal CHD, stroke, PVD, incident heart failure, CVD-mortality and all-cause mortality) in BMI subgroups with incremental count of metabolic RFs.METHODSThis cohort study identified 130 685 patients from the nationwide Clinical Practice Research Datalink (CPRD GOLD) and Hospital Episode Statistics (HES) databases in the United Kingdom. Patients were ≥18 years with incident CVD [coronary heart disease (CHD), stroke, or peripheral vascular disease (PVD)] between 1 January 1998 and 31 December 2017. BMI (in kg/m2 ) was categorized as underweight (<18.5), normal (18.5-24.9), overweight (25.0-29.9) and obese (≥30). Within each BMI category, patients were grouped by increasing count of 1, 2 or 3 metabolic risk factors [RF] (dyslipidaemia, diabetes mellitus and hypertension) and were regarded as metabolically unhealthy while absence of these factors was considered metabolically healthy (MH). Multivariable Cox regression was used to assess the risk (hazard ratio with 95% confidence interval) of subsequent outcomes (non-fatal CHD, stroke, PVD, incident heart failure, CVD-mortality and all-cause mortality) in BMI subgroups with incremental count of metabolic RFs.During a median follow-up of 13.0 years, a higher BMI was associated with reduced risk for stroke, PVD, CVD-mortality and all-cause mortality within each metabolic risk category, while increasing metabolic RFs within each BMI subgroup accounted for increasing risks. When compared with patients with normal BMI and no RF, CVD-mortality risk in overweight patients with no RF was 0.76 (0.70-0.84), and in obese patients with no RF was 0.85 (0.76-0.96). The respective risk for all-cause mortality in patients with overweight and no RF was 0.69 (0.65-0.72), and in obese patients with no RF was 0.75 (0.70-0.79). Subsequent outcomes of stroke and PVD showed similar trends. In contrast, the risk of subsequent non-fatal CHD events and incident HF increased with higher BMI and with incremental metabolic risk factors within each BMI category. Underweight was constantly associated with increased risk for all outcomes regardless of the presence of metabolic RFs except for non-fatal CHD events.RESULTSDuring a median follow-up of 13.0 years, a higher BMI was associated with reduced risk for stroke, PVD, CVD-mortality and all-cause mortality within each metabolic risk category, while increasing metabolic RFs within each BMI subgroup accounted for increasing risks. When compared with patients with normal BMI and no RF, CVD-mortality risk in overweight patients with no RF was 0.76 (0.70-0.84), and in obese patients with no RF was 0.85 (0.76-0.96). The respective risk for all-cause mortality in patients with overweight and no RF was 0.69 (0.65-0.72), and in obese patients with no RF was 0.75 (0.70-0.79). Subsequent outcomes of stroke and PVD showed similar trends. In contrast, the risk of subsequent non-fatal CHD events and incident HF increased with higher BMI and with incremental metabolic risk factors within each BMI category. Underweight was constantly associated with increased risk for all outcomes regardless of the presence of metabolic RFs except for non-fatal CHD events.In patients with incident CVD, overweight and obesity were related to a more favourable prognosis for subsequent stroke, PVD and mortality (CVD-related and all-cause) irrespective of the presence of other metabolic risk factors.CONCLUSIONSIn patients with incident CVD, overweight and obesity were related to a more favourable prognosis for subsequent stroke, PVD and mortality (CVD-related and all-cause) irrespective of the presence of other metabolic risk factors. Background The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well‐established. However, in patients with incident CVD, the relationship between obesity, metabolic health, and subsequent CVD and mortality outcomes are less well‐established. This study investigated the association between body mass index (BMI), metabolic health and the risk of subsequent cardiovascular mortality and morbidity outcomes in patients with incident CVD events. Methods This cohort study identified 130 685 patients from the nationwide Clinical Practice Research Datalink (CPRD GOLD) and Hospital Episode Statistics (HES) databases in the United Kingdom. Patients were ≥18 years with incident CVD [coronary heart disease (CHD), stroke, or peripheral vascular disease (PVD)] between 1 January 1998 and 31 December 2017. BMI (in kg/m2) was categorized as underweight (<18.5), normal (18.5–24.9), overweight (25.0–29.9) and obese (≥30). Within each BMI category, patients were grouped by increasing count of 1, 2 or 3 metabolic risk factors [RF] (dyslipidaemia, diabetes mellitus and hypertension) and were regarded as metabolically unhealthy while absence of these factors was considered metabolically healthy (MH). Multivariable Cox regression was used to assess the risk (hazard ratio with 95% confidence interval) of subsequent outcomes (non‐fatal CHD, stroke, PVD, incident heart failure, CVD‐mortality and all‐cause mortality) in BMI subgroups with incremental count of metabolic RFs. Results During a median follow‐up of 13.0 years, a higher BMI was associated with reduced risk for stroke, PVD, CVD‐mortality and all‐cause mortality within each metabolic risk category, while increasing metabolic RFs within each BMI subgroup accounted for increasing risks. When compared with patients with normal BMI and no RF, CVD‐mortality risk in overweight patients with no RF was 0.76 (0.70–0.84), and in obese patients with no RF was 0.85 (0.76–0.96). The respective risk for all‐cause mortality in patients with overweight and no RF was 0.69 (0.65–0.72), and in obese patients with no RF was 0.75 (0.70–0.79). Subsequent outcomes of stroke and PVD showed similar trends. In contrast, the risk of subsequent non‐fatal CHD events and incident HF increased with higher BMI and with incremental metabolic risk factors within each BMI category. Underweight was constantly associated with increased risk for all outcomes regardless of the presence of metabolic RFs except for non‐fatal CHD events. Conclusions In patients with incident CVD, overweight and obesity were related to a more favourable prognosis for subsequent stroke, PVD and mortality (CVD‐related and all‐cause) irrespective of the presence of other metabolic risk factors. BackgroundThe association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well-established. However, in patients with incident CVD, the relationship between obesity, metabolic health, and subsequent CVD and mortality outcomes are less well-established. This study investigated the association between body mass index (BMI), metabolic health and the risk of subsequent cardiovascular mortality and morbidity outcomes in patients with incident CVD events.MethodsThis cohort study identified 130 685 patients from the nationwide Clinical Practice Research Datalink (CPRD GOLD) and Hospital Episode Statistics (HES) databases in the United Kingdom. Patients were ≥18 years with incident CVD [coronary heart disease (CHD), stroke, or peripheral vascular disease (PVD)] between 1 January 1998 and 31 December 2017. BMI (in kg/m2) was categorized as underweight (<18.5), normal (18.5–24.9), overweight (25.0–29.9) and obese (≥30). Within each BMI category, patients were grouped by increasing count of 1, 2 or 3 metabolic risk factors [RF] (dyslipidaemia, diabetes mellitus and hypertension) and were regarded as metabolically unhealthy while absence of these factors was considered metabolically healthy (MH). Multivariable Cox regression was used to assess the risk (hazard ratio with 95% confidence interval) of subsequent outcomes (non-fatal CHD, stroke, PVD, incident heart failure, CVD-mortality and all-cause mortality) in BMI subgroups with incremental count of metabolic RFs.ResultsDuring a median follow-up of 13.0 years, a higher BMI was associated with reduced risk for stroke, PVD, CVD-mortality and all-cause mortality within each metabolic risk category, while increasing metabolic RFs within each BMI subgroup accounted for increasing risks. When compared with patients with normal BMI and no RF, CVD-mortality risk in overweight patients with no RF was 0.76 (0.70–0.84), and in obese patients with no RF was 0.85 (0.76–0.96). The respective risk for all-cause mortality in patients with overweight and no RF was 0.69 (0.65–0.72), and in obese patients with no RF was 0.75 (0.70–0.79). Subsequent outcomes of stroke and PVD showed similar trends. In contrast, the risk of subsequent non-fatal CHD events and incident HF increased with higher BMI and with incremental metabolic risk factors within each BMI category. Underweight was constantly associated with increased risk for all outcomes regardless of the presence of metabolic RFs except for non-fatal CHD events.ConclusionsIn patients with incident CVD, overweight and obesity were related to a more favourable prognosis for subsequent stroke, PVD and mortality (CVD-related and all-cause) irrespective of the presence of other metabolic risk factors. Abstract Background The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well‐established. However, in patients with incident CVD, the relationship between obesity, metabolic health, and subsequent CVD and mortality outcomes are less well‐established. This study investigated the association between body mass index (BMI), metabolic health and the risk of subsequent cardiovascular mortality and morbidity outcomes in patients with incident CVD events. Methods This cohort study identified 130 685 patients from the nationwide Clinical Practice Research Datalink (CPRD GOLD) and Hospital Episode Statistics (HES) databases in the United Kingdom. Patients were ≥18 years with incident CVD [coronary heart disease (CHD), stroke, or peripheral vascular disease (PVD)] between 1 January 1998 and 31 December 2017. BMI (in kg/m2) was categorized as underweight (<18.5), normal (18.5–24.9), overweight (25.0–29.9) and obese (≥30). Within each BMI category, patients were grouped by increasing count of 1, 2 or 3 metabolic risk factors [RF] (dyslipidaemia, diabetes mellitus and hypertension) and were regarded as metabolically unhealthy while absence of these factors was considered metabolically healthy (MH). Multivariable Cox regression was used to assess the risk (hazard ratio with 95% confidence interval) of subsequent outcomes (non‐fatal CHD, stroke, PVD, incident heart failure, CVD‐mortality and all‐cause mortality) in BMI subgroups with incremental count of metabolic RFs. Results During a median follow‐up of 13.0 years, a higher BMI was associated with reduced risk for stroke, PVD, CVD‐mortality and all‐cause mortality within each metabolic risk category, while increasing metabolic RFs within each BMI subgroup accounted for increasing risks. When compared with patients with normal BMI and no RF, CVD‐mortality risk in overweight patients with no RF was 0.76 (0.70–0.84), and in obese patients with no RF was 0.85 (0.76–0.96). The respective risk for all‐cause mortality in patients with overweight and no RF was 0.69 (0.65–0.72), and in obese patients with no RF was 0.75 (0.70–0.79). Subsequent outcomes of stroke and PVD showed similar trends. In contrast, the risk of subsequent non‐fatal CHD events and incident HF increased with higher BMI and with incremental metabolic risk factors within each BMI category. Underweight was constantly associated with increased risk for all outcomes regardless of the presence of metabolic RFs except for non‐fatal CHD events. Conclusions In patients with incident CVD, overweight and obesity were related to a more favourable prognosis for subsequent stroke, PVD and mortality (CVD‐related and all‐cause) irrespective of the presence of other metabolic risk factors. The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well-established. However, in patients with incident CVD, the relationship between obesity, metabolic health, and subsequent CVD and mortality outcomes are less well-established. This study investigated the association between body mass index (BMI), metabolic health and the risk of subsequent cardiovascular mortality and morbidity outcomes in patients with incident CVD events. This cohort study identified 130 685 patients from the nationwide Clinical Practice Research Datalink (CPRD GOLD) and Hospital Episode Statistics (HES) databases in the United Kingdom. Patients were ≥18 years with incident CVD [coronary heart disease (CHD), stroke, or peripheral vascular disease (PVD)] between 1 January 1998 and 31 December 2017. BMI (in kg/m ) was categorized as underweight (<18.5), normal (18.5-24.9), overweight (25.0-29.9) and obese (≥30). Within each BMI category, patients were grouped by increasing count of 1, 2 or 3 metabolic risk factors [RF] (dyslipidaemia, diabetes mellitus and hypertension) and were regarded as metabolically unhealthy while absence of these factors was considered metabolically healthy (MH). Multivariable Cox regression was used to assess the risk (hazard ratio with 95% confidence interval) of subsequent outcomes (non-fatal CHD, stroke, PVD, incident heart failure, CVD-mortality and all-cause mortality) in BMI subgroups with incremental count of metabolic RFs. During a median follow-up of 13.0 years, a higher BMI was associated with reduced risk for stroke, PVD, CVD-mortality and all-cause mortality within each metabolic risk category, while increasing metabolic RFs within each BMI subgroup accounted for increasing risks. When compared with patients with normal BMI and no RF, CVD-mortality risk in overweight patients with no RF was 0.76 (0.70-0.84), and in obese patients with no RF was 0.85 (0.76-0.96). The respective risk for all-cause mortality in patients with overweight and no RF was 0.69 (0.65-0.72), and in obese patients with no RF was 0.75 (0.70-0.79). Subsequent outcomes of stroke and PVD showed similar trends. In contrast, the risk of subsequent non-fatal CHD events and incident HF increased with higher BMI and with incremental metabolic risk factors within each BMI category. Underweight was constantly associated with increased risk for all outcomes regardless of the presence of metabolic RFs except for non-fatal CHD events. In patients with incident CVD, overweight and obesity were related to a more favourable prognosis for subsequent stroke, PVD and mortality (CVD-related and all-cause) irrespective of the presence of other metabolic risk factors. |
Author | Doehner, Wolfram Akyea, Ralph K. Ntaios, George |
AuthorAffiliation | 4 Deutsches Herzzentrum der Charite (Campus Virchow Klinikum) Charité Universitätsmedizin Berlin, and German Centre for Cardiovascular Research (DZHK), partner site Berlin Berlin Germany 2 Department of Internal Medicine, Faculty of Medicine, School of Health Sciences University of Thessaly Larissa Greece 1 Primary Care Stratified Medicine, Centre for Academic Primary Care, School of Medicine University of Nottingham Nottingham UK 3 Berlin Institute of Health at Charité – Center for Regenerative Therapies Universitätsmedizin Berlin Berlin Germany 5 Center for Stroke Research Berlin (CSB) Charité Universitätsmedizin Berlin Berlin Germany |
AuthorAffiliation_xml | – name: 5 Center for Stroke Research Berlin (CSB) Charité Universitätsmedizin Berlin Berlin Germany – name: 3 Berlin Institute of Health at Charité – Center for Regenerative Therapies Universitätsmedizin Berlin Berlin Germany – name: 4 Deutsches Herzzentrum der Charite (Campus Virchow Klinikum) Charité Universitätsmedizin Berlin, and German Centre for Cardiovascular Research (DZHK), partner site Berlin Berlin Germany – name: 1 Primary Care Stratified Medicine, Centre for Academic Primary Care, School of Medicine University of Nottingham Nottingham UK – name: 2 Department of Internal Medicine, Faculty of Medicine, School of Health Sciences University of Thessaly Larissa Greece |
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BackLink | https://www.ncbi.nlm.nih.gov/pubmed/37806948$$D View this record in MEDLINE/PubMed |
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The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well‐established. However, in patients with incident... The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well-established. However, in patients with incident CVD, the... BackgroundThe association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well-established. However, in patients with incident... Abstract Background The association between metabolic syndrome and increased cardiovascular disease (CVD) risk is well‐established. However, in patients with... |
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SubjectTerms | Body mass index Cardiovascular disease Chronic obstructive pulmonary disease Electronic health records Metabolically healthy obesity Mortality Obesity Obesity paradox Original Real‐world evidence Socioeconomic factors |
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Title | Obesity, metabolic health and clinical outcomes after incident cardiovascular disease: A nationwide population‐based cohort study |
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