Evidence map›Paper›PMID 38100501›Full record

ArticlePloS one2023

Explaining the increase of incidence and mortality from cardiovascular disease in Indonesia: A global burden of disease study analysis (2000-2019).

Wigaviola Socha Purnamaasri Harmadha, Farizal Rizky Muharram, Renato Simoes Gaspar, Zahras Azimuth, Hanif Ardiansyah Sulistya, Fikri Firmansyah, Chaq El Chaq Zamzam Multazam, Muhammad Harits, Rendra Mahardika Putra

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
4.6field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 14 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 4 institutions in 4 countries.

Wigaviola Socha Purnamaasri HarmadhaNational Hearth and Lung Institution, Imperial College London, London, United Kingdom.ORCID 0000-0001-6123-4343
Farizal Rizky MuharramDepartment of Global Health and Social Medicine, Harvard Medical School, Boston, MA, United States of America.
Renato Simoes GasparTranslational Medicine Department, Universidade Estadual de Campinas (UNICAMP), Campinas, Sao Paulo, Brasil.ORCID 0000-0001-6639-9470
Zahras AzimuthFaculty of Medicine, Airlangga University, Surabaya, Indonesia.
Hanif Ardiansyah SulistyaFaculty of Medicine, Airlangga University, Surabaya, Indonesia.ORCID 0000-0002-5032-2775
Fikri FirmansyahFaculty of Medicine, Airlangga University, Surabaya, Indonesia.
Chaq El Chaq Zamzam MultazamNational Hearth and Lung Institution, Imperial College London, London, United Kingdom.
Muhammad HaritsFaculty of Medicine, Airlangga University, Surabaya, Indonesia.
Rendra Mahardika PutraDepartment of Cardiology and Vascular Medicine, Airlangga University, Surabaya, Indonesia.ORCID 0009-0002-9231-3268
Airlangga University · IDImperial College London · GBHarvard University · USUniversidade Estadual de Campinas (UNICAMP) · BR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn 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.

aimsWe 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. MATERIALS AND

methodsData 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.

resultsThe 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).

conclusionHyperglycemia 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.

Indexed as

Cardiovascular DiseasesDyslipidemiasHyperglycemiaHypertensionMyocardial IschemiaFemaleGlobal Burden of DiseaseHumansIncidenceIndonesiaMaleObesityRisk Factors

Identifiers

PMID38100501
PMCPMC10723707
OpenAlexW4389778848

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.