National Hearth and Lung Institution, Imperial College London, London, United Kingdom.
Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, United States of America.
PLoS One. 2023 Dec 15;18(12):e0294128. doi: 10.1371/journal.pone.0294128. eCollection 2023.
In the last two decades, there has been a discernible shift in the distribution of mortality attributed to cardiovascular disease (CVD) between developing and developed nations; in developed nations, the percentage of deaths caused by CVD decreased from 48% in 1990 to 43% in 2010, while in developing nations, they increased from 18% to 25%. In Indonesia, CVD death has increased substantially and remained elevated in the last ten years. Current behavioral and metabolic risk factors, including hyperglycemia, obesity, dyslipidemia, hypertension, and smoking, enhance the risk of CVD mortality, according to several studies.
We undertook a study to determine whether the increase in mortality and incidence of CVD can be attributed to changes in the most common metabolic and behavioral risk factors from 2000 to 2019 across 34 Indonesian provinces.
Data from 34 province for CVD incidence and mortality and data on changes in metabolic and behavioural risk factors between 2000 and 2019 in Indonesia were obtained from the Global Burden study (GBD) by The Institute of Health Metrics and Evaluation (IHME). A statistical model was applied to calculate the fatalities attributable to the risk factors change using Population attributable fractions (PAF) and baseline year death numbers. Furthermore, we ran multivariate regressions on Summary Exposure Value of risk factors associated with the increasing mortality, incidence rates in a lag year analysis. R software used to measure heteroscedasticity-consistent standard errors with coeftest and coefci. Covariates were added to adjusted models, including the Socio-demographic Index, Primary health care facilities coverage, and GDP per capita.
The age-standardized mortality rate for CVD from 2000 to 2019 in Indonesia, increased from 356.05 to 412.46 deaths per 100,000 population among men and decreased from 357.52 to 354.07 deaths per 100,000 population among women, resulting in an increase of 270.928 per 100,0000 inhabitants of CVD deaths. In the same period, there was an increase in exposure to risk factors such as obesity by +9%, smoking by +1%, dyslipidemia by +1.3%, hyperglycemia by +2%, and hypertension by +1.2%. During this time span, an additional 14,517 men and 17,917 women died from CVD, which was attributable to higher obesity exposure. We apply multivariate regression with province-fixed and year-fixed analysis and find strong correlation between hyperglycemia in women (6; 95%CI 0 to 12, death per 1-point increase in hyperglycemia exposure) with an increasing death rate in ischemic heart disease. We also performed a year lag analysis and discovered a robust association between high low density lipoprotein (LDL) levels in men and women and the growing incidence of ischemic heart disease. The association between a 10-year lag of high LDL and the incidence of ischemic heart disease was five times stronger than that observed for other risk factors, particularly in men (5; 95%CI 2 to 8, incidence per 1-point increase in high LDL exposure).
Hyperglycemia in women is an important risk factor associated with increasing mortality due to Ischemic Heart Disease (IHD) in Indonesia This study also revealed that the presence of high LDL in both men and women were associated with an increase incidence of IHD that manifested several years subsequent to exposure to the risk factor. Additionally, the highest cardiovascular death portion were attributed to obesity. These findings suggest that policymakers should control high LDL and hyperglycemia 10 years earlier prior to the occurrence of IHD and employ personalized therapy to regulate associated risks.
在过去的二十年中,心血管疾病(CVD)导致的死亡率在发展中国家和发达国家之间的分布发生了明显变化;在发达国家,CVD 死亡率从 1990 年的 48%降至 2010 年的 43%,而在发展中国家,这一比例从 18%上升至 25%。在印度尼西亚,CVD 死亡人数大幅增加,并且在过去十年中一直居高不下。根据几项研究,当前的行为和代谢风险因素,包括高血糖、肥胖、血脂异常、高血压和吸烟,增加了 CVD 死亡率的风险。
我们进行了一项研究,以确定 CVD 死亡率和发病率的增加是否可以归因于 2000 年至 2019 年期间 34 个印度尼西亚省份最常见的代谢和行为风险因素的变化。
我们从全球疾病负担研究(GBD)中获得了 34 个省份的 CVD 发病率和死亡率数据,以及 2000 年至 2019 年期间印度尼西亚代谢和行为风险因素变化的数据,该研究由健康指标与评估研究所(IHME)进行。我们应用统计模型计算了由于风险因素变化导致的死亡率归因,使用人群归因分数(PAF)和基线年死亡人数。此外,我们在滞后一年的分析中对与死亡率增加相关的风险因素的汇总暴露值进行了多元回归。我们使用 R 软件测量异方差一致的标准误差,并使用 coeftest 和 coefci 进行测量。将协变量添加到调整后的模型中,包括社会人口指数、初级卫生保健设施覆盖率和人均国内生产总值。
2000 年至 2019 年期间,印度尼西亚男性 CVD 年龄标准化死亡率从 356.05 人/10 万增加到 412.46 人/10 万,女性从 357.52 人/10 万下降到 354.07 人/10 万,导致 CVD 死亡人数增加了 270.928 人/10 万。同期,肥胖等风险因素的暴露有所增加,增加了+9%,吸烟增加了+1%,血脂异常增加了+1.3%,高血糖增加了+2%,高血压增加了+1.2%。在此期间,有 14517 名男性和 17917 名女性死于 CVD,这归因于肥胖暴露的增加。我们应用具有省份固定和年份固定分析的多元回归,发现女性高血糖(6;95%CI 0 至 12,每增加 1 点高血糖暴露的死亡人数)与缺血性心脏病死亡率的增加之间存在很强的相关性。我们还进行了一年的滞后分析,发现男性和女性低水平的低密度脂蛋白(LDL)与缺血性心脏病发病率的增加之间存在稳健的关联。高 LDL 与缺血性心脏病发病率之间的 10 年滞后关联比其他风险因素更强烈,尤其是在男性中(5;95%CI 2 至 8,每增加 1 点高 LDL 暴露的发病率)。
女性高血糖是与印度尼西亚缺血性心脏病(IHD)死亡率增加相关的重要风险因素。本研究还表明,男性和女性高 LDL 的存在与 IHD 发病率的增加有关,这种关联在暴露于风险因素后数年才会显现。此外,心血管疾病死亡的最大部分归因于肥胖。这些发现表明,政策制定者应该在 IHD 发生之前 10 年控制高 LDL 和高血糖,并采用个性化治疗来调节相关风险。