ArticleJACC. Heart failure2021
Worsening Kidney Function Is the Major Mechanism of Heart Failure in Hypertension: The ALLHAT Study.
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.
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.
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.
Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial (ALLHAT)
Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 33 citations in OpenAlex.
- Salvianolate injection for hypertensive nephropathy patients who were using valsartan: A systematic review and meta-analysis.Frontiers in pharmacology · 2023Pooled it
- Prevention of Heart Failure in Hypertension-the Role of Coronary Heart Disease Events Treated With Versus Without Revascularization: The ALLHAT Study.The American journal of cardiology · 2024Trial
- Liver function markers predict cardiovascular and renal outcomes in the CANVAS Program.Cardiovascular diabetology · 2022Trial
- Article
- Prognostic value of estimated pulse wave velocity for all-cause and cardiovascular mortality in individuals with cardiovascular-kidney-metabolic (CKM) syndrome: analyses of NHANES 2007-2018.Diabetology & metabolic syndrome · 2026Article
- Sweet relief: exploring mechanisms and therapeutic approaches of sodium-glucose cotransporter-2 inhibitors in cardiovascular-kidney metabolic syndrome.Cardiovascular diabetology · 2026Review
- The global cardiovascular-liver-metabolic syndemic: epidemiology, trends and challenges.Nature reviews. Cardiology · 2026Review
- Association between cardiovascular-kidney-metabolic syndrome stages and risk of all-cause mortality in U.S. adults: a cross-sectional survey based on NHANES.BMC cardiovascular disorders · 2026Article
- Racial/ethnic disparities in stages of cardiovascular-kidney-metabolic syndrome among reproductive-aged women in the United States: NHANES 2011-2020.Pregnancy (Hoboken, N.J.) · 2026Article
- Clinical staging to guide management of metabolic disorders and their sequelae: a European Atherosclerosis Society consensus statement.European heart journal · 2025Article
- Association between metabolic score for insulin resistance and future stroke risk in patients with cardiovascular-kidney-metabolic syndrome stages 0-3: a longitudinal analysis based on CHARLS.Cardiovascular diabetology · 2025Article
- A simple score, CKMiScience · 2025Article
- Cardiovascular-kidney-metabolic syndrome, systemic inflammation, and incident dementia: evidence from 400,740 UK Biobank participants.Diabetology & metabolic syndrome · 2025Article
- Heart Failure-Focus on Kidney Replacement Therapy: Why, When, and How?International journal of molecular sciences · 2025Review
- Comparison of the correlation of creatinine- and cystatin C-Based estimated GFR and their differences with new-onset heart failure in a community-based population with type 2 diabetes.Diabetology & metabolic syndrome · 2024Article
- Characteristics of the phenotypes in prevalent and incident cases of heart failure in primary care: IBERICAN study.BMC primary care · 2024Observational
- Difference between estimated glomerular filtration rate based on cystatin C versus creatinine and cardiovascular-kidney-metabolic health.Frontiers in medicine · 2024Article
- Impaired renal autoregulation and pressure-natriuresis: any role in the development of heart failure in normotensive and angiotensin II-dependent hypertensive rats?Hypertension research : official journal of the Japanese Society of Hypertension · 2023Article
- A novel GJA5 variant associated with increased risk of essential hypertension.American journal of translational research · 2023Article
- Risk of Cardiovascular Events After COVID-19.The American journal of cardiology · 2022Article
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
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).
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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.