Evidence map›Paper›PMID 33189627›Full record

ArticleJACC. Heart failure2021

Worsening Kidney Function Is the Major Mechanism of Heart Failure in Hypertension: The ALLHAT Study.

Maedeh Khayyat-Kholghi, Suzanne Oparil, Barry R Davis, Larisa G Tereshchenko

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in JACC. Heart failure, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It reports registered trial NCT00000542. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 1 pooled it
1.8field-weighted citation impact, top 13% 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.

NCT00000542 phase3completed

Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial (ALLHAT)

Ran1993Registered outcomes0Posted comparisons0ConditionsCardiovascular Diseases, Coronary Disease, Diabetes Mellitus, Heart DiseasesArmsamlodipine, chlorthalidone, diet, fat-restricted, doxazosin, Inhibitors, ACE
Open the trial in the graph
3 · Its place in the literature

Who cites it

23 citing papers in PubMed, 1 synthesis or guideline pooled it, 33 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Article
  6. Review
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. A simple score, CKMiScience · 2025
    Article
  13. Article
  14. Heart Failure-Focus on Kidney Replacement Therapy: Why, When, and How?International journal of molecular sciences · 2025
    Review
  15. Article
  16. Observational
  17. Article
  18. Article
  19. Article
  20. Risk of Cardiovascular Events After COVID-19.The American journal of cardiology · 2022
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 3 institutions in 1 country.

Maedeh Khayyat-KholghiKnight Cardiovascular Institute, Oregon Health & Science University, Portland, Oregon, USA.
Suzanne OparilDepartment of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA.
Barry R DavisUniversity of Texas School of Public Health, Houston, Texas, USA.
Larisa G TereshchenkoKnight Cardiovascular Institute, Oregon Health & Science University, Portland, Oregon, USA. Electronic address: tereshch@ohsu.edu.
Oregon Health & Science University · USThe University of Texas Health Science Center at Houston · USUniversity of Alabama at Birmingham · US

Funding

University of Alabama at Birmingham's Diabetes Research CenterP30DK079626 · NIDDK · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI W Timothy GARVEY · 2013 to 2026
$19.5M
CLINICAL TRIALS CENTER FOR ALLHAT-N01HC35130-268035130N01HC035130 · HC · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · 1993 to 2005
$6.3M
Novel ECG Measures and Risk of Sudden Cardiac DeathR01HL118277 · NHLBI · OREGON HEALTH & SCIENCE UNIVERSITY · PI TERESHCHENKO, LARISA GENNADIEVNA · 2013 to 2016
$1.5M
Novel ECG measures and risk of sudden cardiac deathR56HL118277 · NHLBI · OREGON HEALTH & SCIENCE UNIVERSITY · PI TERESHCHENKO, LARISA GENNADIEVNA · 2018 to 2018
$396k
NHLBI NIH HHS N01 HC035130NHLBI NIH HHS R01 HL118277NHLBI NIH HHS R56 HL118277NIDDK NIH HHS P30 DK079626
6 · The paper itself

Abstract

objectivesThe authors aimed to quantify the extent to which the effect of antihypertensive drugs on incident heart failure (HF) is mediated by their effect on kidney function.

backgroundThe authors hypothesized that the dynamic change in kidney function is the mechanism behind differences in the rate of incident HF in ALLHAT (Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial) participants randomized to lisinopril and chlorthalidone, in comparison with those randomized to amlodipine and doxazosin.

methodsCausal mediation analysis of ALLHAT data (1994 to 2002) included participants with available baseline and 24- to 48-month estimated glomerular filtration rate (eGFR) (N = 27,918; mean age 66 ± 7.4 years; 32.4% Black, 56.3% men). Change in eGFR was the mediator. Incident symptomatic HF was the primary outcome. Hospitalized/fatal HF was the secondary outcome. Linear regression (for mediator) and logistic regression (for outcome) analyses were adjusted for demographics, cardiovascular disease, and risk factors.

resultsThere were 1,769 incident HF events, including 1,359 hospitalized/fatal HF events. In fully adjusted causal mediation analysis, the relative change in eGFR mediated 18% of the effect of chlorthalidone, and 33% of lisinopril on incident symptomatic HF, and 25% of the effect of chlorthalidone, and 41% of lisinopril on hospitalized/fatal HF. In participants with diabetes, the relative change in eGFR mediated nearly 50% of the effect of lisinopril on incident symptomatic HF, whereas in diabetes-free participants, only 17%.

conclusionsOn the risk difference scale, change in eGFR accounts for up to 50% of the mechanism by which antihypertensive medications affect HF. (Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial [ALLHAT]; NCT00000542).

Indexed as

Heart FailureHypertensionMyocardial InfarctionAgedAmlodipineAntihypertensive AgentsDouble-Blind MethodFemaleHumansKidneyMaleTreatment OutcomeAmlodipineAntihypertensive Agentsantihypertensive agenteGFRheart failurehypertension

Identifiers

PMID33189627
PMCPMC7855256
OpenAlexW3098853832

What OpenQuestion holds

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LicenceTDM
Read underepoch 390

Registered trials

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.