Evidence map›Paper›PMID 42645817›Full record

ArticleJournal of cardiovascular development and disease2026

Paradoxical Trends in Hypertensive Heart Disease: Rising Burden in High-Sociodemographic-Index Regions Despite Healthcare Quality-An Age-Period-Cohort Analysis, 1992-2021.

Ngaba Neguemadji Ngardig, Jonathan N Bella, Martial Nodjimadji Tamlengar, Amit Gulati, Anna Oneil, Riddick Osei Agyemang, Khaoula El Mardi, Gideon Gbemi, Shagun Thakur, Disha Jangra and 6 more

Abstract read
In one paragraph

Article in Journal of cardiovascular development and disease, 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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0cells of the map it votes in
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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

16 authors.

Ngaba Neguemadji NgardigBronxcare Health System, New York, NY 10457, USA.
Jonathan N BellaBronxcare Health System, New York, NY 10457, USA.ORCID 0000-0001-7405-7235
Martial Nodjimadji TamlengarSchool of Health Sciences, Wuhan University, Wuhan 430071, China.ORCID 0000-0002-8625-8787
Amit GulatiMount Sinai Morningside, New York, NY 10025, USA.
Anna OneilBronxcare Health System, New York, NY 10457, USA.ORCID 0009-0007-7175-7720
Riddick Osei AgyemangBronxcare Health System, New York, NY 10457, USA.ORCID 0009-0000-2820-9752
Khaoula El MardiBronxcare Health System, New York, NY 10457, USA.
Gideon GbemiBronxcare Health System, New York, NY 10457, USA.
Shagun ThakurBronxcare Health System, New York, NY 10457, USA.
Disha JangraBronxcare Health System, New York, NY 10457, USA.
Moiud MohyeldinDepartment of Cardiology, University of Michigan, Ann Arbor, MI 48109, USA.
Emamuzo Obaro OtoboBronxcare Health System, New York, NY 10457, USA.
Nassim KrimBronxcare Health System, New York, NY 10457, USA.
Sakshi KhuranaColumbia University Irving Medical Center, New York, NY 10032, USA.
Imteyaz Ahmad KhanRutgers Robert Wood Johnson Medical School New Brunswick, New Brunswick, NJ 08901, USA.
Misbahuddin KhajaBronxcare Health System, New York, NY 10457, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hypertensive heart disease (HHD) is a major global cause of cardiovascular mortality and disability-adjusted life years (DALYs). We used an age-period-cohort model to assess mortality and DALY trends (1992-2021) across sociodemographic regions and their association with healthcare quality. Using Global Burden of Disease (GBD) data (1992-2021), we applied an age-period-cohort model to HHD mortality and DALYs in adults aged 20-54 across SDI regions and examined associations with healthcare quality. HHD mortality and DALYs declined across most SDI regions over 29 years, with high-middle SDI females showing the greatest reductions (ASMR: -3.2% annually; ASDR: -2.9%). Conversely, high-SDI regions exhibited rises of ~1.7% and ~1.2% in males and females, respectively. Low-SDI regions maintained the highest absolute burden, with 2021 mortality rates 10-fold higher in males and 13.7-fold higher in females versus high-SDI regions, despite the steepest declines. The male-to-female mortality ratio ranged from 1.74× (high-middle SDI) to 1.14× (low SDI). Age-related patterns diverged markedly: high-SDI females showed a 46.7% risk decline for ages 20-54, while males experienced a 92-111% lifespan risk increase. Period effects showed pre-2002 peak risk in lower-SDI versus post-2002 increases in high-SDI regions (males: +36%; females: +24%). The 1997-2001 birth cohort in high-SDI regions showed the highest risk (males: RR 1.75-1.85; females: RR 1.45-1.50). No significant correlation was found between HHD burden and HAQI (ASMR: r = 0.40; ASDR: r = 0.42;

Indexed as

age–period–cohort analysisDALYshealthcare accesshypertensive heart diseasemortality trendssociodemographic index

Identifiers

PMID42645817
PMCPMC13512977

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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.