Evidence map›Paper›PMID 42338419›Full record

ArticleInternational journal of epidemiology2026

Life-course trajectories of cardiovascular disease risk factors in rural India: Andhra Pradesh Children and Parents Study (APCAPS) 2003-2023.

Chitra Sharma, Ana Goncalves Soares, Bharati Kulkarni, Nuala M Byrne, Santhi Bhogadi, Poppy Alice Carson Mallinson, Judith Lieber, Kramadhati V Rameshwar Sarma, Kankipati V Radha Krishna, Hannah Kuper and 10 more

Abstract read
In one paragraph

Article in International journal of epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

20 authors.

Chitra SharmaSchool of Health Sciences, College of Health and Medicine, University of Tasmania, The Shed, Launceston, TAS 7250, Australia.ORCID 0000-0002-8942-9692
Ana Goncalves SoaresMRC Integrative Epidemiology Unit, University of Bristol, Bristol, BS8 2BN, United Kingdom.ORCID 0000-0003-2763-4647
Bharati KulkarniNational Institute of Nutrition, Indian Council of Medical Research, Hyderabad, 500 007, India.ORCID 0000-0003-0636-318X
Nuala M ByrneSchool of Health Sciences, College of Health and Medicine, University of Tasmania, The Shed, Launceston, TAS 7250, Australia.
Santhi BhogadiCentre for Chronic Disease Control, Public Health Foundation of India, New Delhi, 110016, India.
Poppy Alice Carson MallinsonDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, United Kingdom.ORCID 0000-0002-7591-8065
Judith LieberDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, United Kingdom.
Kramadhati V Rameshwar SarmaNational Institute of Nutrition, Indian Council of Medical Research, Hyderabad, 500 007, India.
Kankipati V Radha KrishnaNational Institute of Nutrition, Indian Council of Medical Research, Hyderabad, 500 007, India.
Hannah KuperDepartment of Population Health, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, United Kingdom.ORCID 0000-0002-8952-0023
Ruby GuptaCentre for Chronic Disease Control, Public Health Foundation of India, New Delhi, 110016, India.
Poornima PrabhakaranCentre for Chronic Disease Control, Public Health Foundation of India, New Delhi, 110016, India.
Vipin GuptaDepartment of Anthropology, University of Delhi, Delhi, 110007, India.
Gagandeep Kaur WaliaCentre for Chronic Disease Control, Public Health Foundation of India, New Delhi, 110016, India.
Aastha AggarwalCentre for Chronic Disease Control, Public Health Foundation of India, New Delhi, 110016, India.
Santosh Kumar BanjaraNational Institute of Nutrition, Indian Council of Medical Research, Hyderabad, 500 007, India.
Hemant MahajanNational Institute of Nutrition, Indian Council of Medical Research, Hyderabad, 500 007, India.
Sanjay KinraDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, United Kingdom.
Kiran D K AhujaSchool of Health Sciences, College of Health and Medicine, University of Tasmania, The Shed, Launceston, TAS 7250, Australia.
Andrew P HillsSchool of Health Sciences, College of Health and Medicine, University of Tasmania, The Shed, Launceston, TAS 7250, Australia.

Funding

Australian Government Research Training Program (RTP) ScholarshipEuropean Commission Strategic Award FP-7European Union's Horizon Europe Research and Innovation Programme 874739LongITools 101137146Medical Research Council UK MR/T038292/1Medical Research Council UK MR/V001221/1National Institution of Nutrition, Indian Council of Medical ResearchRoyal College of Physicians Eden Fellowship in Paediatrics 2002UKRI 10099041University of Bristol and UK Medical Research Council MC_UU_00032/5Wellcome TrustWellcome Trust 083707Wellcome Trust Strategic Award 084774
6 · The paper itself

Abstract

backgroundCardiovascular disease (CVD) is the leading cause of disability-adjusted life years in South Asia, with adverse trends in CVD risk seen in rural residents in recent decades. Assessment of life-course trajectories of CVD risk factors is important to understand CVD aetiology.

methodsThe Andhra Pradesh Children and Parents cohort Study included all children (n = 2601) born during 1987-90 and their mothers (n = 1963) residing in 29 villages of South India. Participants were followed up in 2003-05, 2009-10, 2010-12, and 2021-23. Children (n = 4777 observations, 35% female) were assessed for body mass index (BMI), waist circumference, waist-hip ratio, waist-height ratio, fasting glucose, and central and peripheral skinfolds. For mothers (n = 3830 observations), repeated measures of BMI were available. Linear mixed-effect models with a random slope were used to model trajectories of CVD risk factors.

resultsBMI increased with age and the predicted mean BMI reached the World Health Organization's increased risk action point for adult South Asians (≥23 kg/m2) at 28 years for male and 31 years for female children, while, for mothers, it was much later at 43-65 years. In male children compared with females, there was a faster progression to prediabetes, higher abdominal fat deposition, and a higher rate of increase in subscapular skinfolds.

conclusionSouth Asians living in rural areas showed increasing trajectories of several CVD risk factors, particularly in males. This highlights the need for interventions to mitigate the potential CVD burden.

Indexed as

Cardiovascular DiseasesHeart Disease Risk FactorsRural PopulationAdolescentAdultBody Mass IndexChildFemaleHumansIndiaMaleMiddle AgedObesityRisk FactorsSkinfold ThicknessSouth Asian Peoplecardiovascular diseaseCVDlife courseLMICslow-income and middle-income countriesSouth Asiatrajectory

Identifiers

PMID42338419
PMCPMC13291523

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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.