Antoinette Cotton , Pedro RVO Salerno MD , Zhuo Chen PhD , Salim Virani MD , Naveed Sattar MD , Sanjay Rajagopalan MD , Salil V. Deo MD
{"title":"预测南亚到2040年的动脉粥样硬化性心血管疾病:贝叶斯建模方法。","authors":"Antoinette Cotton , Pedro RVO Salerno MD , Zhuo Chen PhD , Salim Virani MD , Naveed Sattar MD , Sanjay Rajagopalan MD , Salil V. Deo MD","doi":"10.1016/j.jacasi.2025.06.014","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Atherosclerotic cardiovascular disease (ASCVD) disproportionately impacts low-middle income countries, such as those in South Asia and understanding future ASCVD rates can inform public policy.</div></div><div><h3>Objectives</h3><div>This study aimed to project the burden of ASCVD in South Asia till 2040.</div></div><div><h3>Methods</h3><div>Yearly ischemic heart disease (IHD), stroke, and peripheral artery disease (PAD) counts for South Asia (Afghanistan, Bangladesh, Bhutan, India, the Maldives, Nepal, Pakistan, and Sri Lanka) and mid-year population were obtained from Global Burden of Disease (1990-2021) in 5-year age brackets (40-79 years) and estimated mid-year national population (2022-2040) was collected. Age-adjusted prevalence (aaPR) and mortality rate (per 100,000) were projected with Bayesian age-period-cohort models in South Asia (overall, males, and females); trends were reported as the estimated annual percent change (EAPC).</div></div><div><h3>Results</h3><div>Between 2021 and 2040, the IHD aaPR in South Asia was projected to increase (2021: 9434.6 [95% CI: 9,432.1-9,437.1], 2040: 9,846.6 [95% CI: 8,800.0-10,893.3], EAPC: 0.23% [95% CI: 0.08%-0.37%]) because of increased rates among females (EAPC: 1.16%; 95% CI: 1%-1.32%). The overall IHD age-adjusted mortality rate will reduce (2021: 254.7 [95% CI: 254.3-255.1), 2040: 224.0 [95% CI: 166.5-281.6), EAPC: −0.67% [95% CI: −1.61% to 0.27%]) but may increase in females (EAPC: 1.16%; 95% CI: 1%-1.32%). Stoke aaPR in South Asia is projected to increase slightly (2021: 1,065.5 [95% CI: 1,064.7-1,066.4], 2040: 1,074.6 [95% CI: 953.7-1,195.5]). The PAD aaPR is projected to increase (2021: 1809.5 [95% CI: 1,808.5-1,810.6], 2040: 1,879.5 [95% CI: 1,684.9-2,074.0], EAPC: 0.26% [95% CI: 0.04%-0.47%]) because of increased rates in females (EAPC: 0.29%; 95% CI: −0.01% to 0.59%).</div></div><div><h3>Conclusions</h3><div>IHD and PAD prevalence rates are projected to increase in South Asia with a disproportionate increase among females.</div></div>","PeriodicalId":73529,"journal":{"name":"JACC. Asia","volume":"5 10","pages":"Pages 1359-1368"},"PeriodicalIF":0.0000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Forecasting Atherosclerotic Cardiovascular Disease in South Asia Until 2040\",\"authors\":\"Antoinette Cotton , Pedro RVO Salerno MD , Zhuo Chen PhD , Salim Virani MD , Naveed Sattar MD , Sanjay Rajagopalan MD , Salil V. Deo MD\",\"doi\":\"10.1016/j.jacasi.2025.06.014\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Atherosclerotic cardiovascular disease (ASCVD) disproportionately impacts low-middle income countries, such as those in South Asia and understanding future ASCVD rates can inform public policy.</div></div><div><h3>Objectives</h3><div>This study aimed to project the burden of ASCVD in South Asia till 2040.</div></div><div><h3>Methods</h3><div>Yearly ischemic heart disease (IHD), stroke, and peripheral artery disease (PAD) counts for South Asia (Afghanistan, Bangladesh, Bhutan, India, the Maldives, Nepal, Pakistan, and Sri Lanka) and mid-year population were obtained from Global Burden of Disease (1990-2021) in 5-year age brackets (40-79 years) and estimated mid-year national population (2022-2040) was collected. Age-adjusted prevalence (aaPR) and mortality rate (per 100,000) were projected with Bayesian age-period-cohort models in South Asia (overall, males, and females); trends were reported as the estimated annual percent change (EAPC).</div></div><div><h3>Results</h3><div>Between 2021 and 2040, the IHD aaPR in South Asia was projected to increase (2021: 9434.6 [95% CI: 9,432.1-9,437.1], 2040: 9,846.6 [95% CI: 8,800.0-10,893.3], EAPC: 0.23% [95% CI: 0.08%-0.37%]) because of increased rates among females (EAPC: 1.16%; 95% CI: 1%-1.32%). The overall IHD age-adjusted mortality rate will reduce (2021: 254.7 [95% CI: 254.3-255.1), 2040: 224.0 [95% CI: 166.5-281.6), EAPC: −0.67% [95% CI: −1.61% to 0.27%]) but may increase in females (EAPC: 1.16%; 95% CI: 1%-1.32%). Stoke aaPR in South Asia is projected to increase slightly (2021: 1,065.5 [95% CI: 1,064.7-1,066.4], 2040: 1,074.6 [95% CI: 953.7-1,195.5]). The PAD aaPR is projected to increase (2021: 1809.5 [95% CI: 1,808.5-1,810.6], 2040: 1,879.5 [95% CI: 1,684.9-2,074.0], EAPC: 0.26% [95% CI: 0.04%-0.47%]) because of increased rates in females (EAPC: 0.29%; 95% CI: −0.01% to 0.59%).</div></div><div><h3>Conclusions</h3><div>IHD and PAD prevalence rates are projected to increase in South Asia with a disproportionate increase among females.</div></div>\",\"PeriodicalId\":73529,\"journal\":{\"name\":\"JACC. Asia\",\"volume\":\"5 10\",\"pages\":\"Pages 1359-1368\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JACC. 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Forecasting Atherosclerotic Cardiovascular Disease in South Asia Until 2040
Background
Atherosclerotic cardiovascular disease (ASCVD) disproportionately impacts low-middle income countries, such as those in South Asia and understanding future ASCVD rates can inform public policy.
Objectives
This study aimed to project the burden of ASCVD in South Asia till 2040.
Methods
Yearly ischemic heart disease (IHD), stroke, and peripheral artery disease (PAD) counts for South Asia (Afghanistan, Bangladesh, Bhutan, India, the Maldives, Nepal, Pakistan, and Sri Lanka) and mid-year population were obtained from Global Burden of Disease (1990-2021) in 5-year age brackets (40-79 years) and estimated mid-year national population (2022-2040) was collected. Age-adjusted prevalence (aaPR) and mortality rate (per 100,000) were projected with Bayesian age-period-cohort models in South Asia (overall, males, and females); trends were reported as the estimated annual percent change (EAPC).
Results
Between 2021 and 2040, the IHD aaPR in South Asia was projected to increase (2021: 9434.6 [95% CI: 9,432.1-9,437.1], 2040: 9,846.6 [95% CI: 8,800.0-10,893.3], EAPC: 0.23% [95% CI: 0.08%-0.37%]) because of increased rates among females (EAPC: 1.16%; 95% CI: 1%-1.32%). The overall IHD age-adjusted mortality rate will reduce (2021: 254.7 [95% CI: 254.3-255.1), 2040: 224.0 [95% CI: 166.5-281.6), EAPC: −0.67% [95% CI: −1.61% to 0.27%]) but may increase in females (EAPC: 1.16%; 95% CI: 1%-1.32%). Stoke aaPR in South Asia is projected to increase slightly (2021: 1,065.5 [95% CI: 1,064.7-1,066.4], 2040: 1,074.6 [95% CI: 953.7-1,195.5]). The PAD aaPR is projected to increase (2021: 1809.5 [95% CI: 1,808.5-1,810.6], 2040: 1,879.5 [95% CI: 1,684.9-2,074.0], EAPC: 0.26% [95% CI: 0.04%-0.47%]) because of increased rates in females (EAPC: 0.29%; 95% CI: −0.01% to 0.59%).
Conclusions
IHD and PAD prevalence rates are projected to increase in South Asia with a disproportionate increase among females.