MétaCan
Menu
Back to cohort
Record W4415451596 · doi:10.1210/jendso/bvaf149.767

MON-287 Addressing Diagnostic Inequities In Primary Aldosteronism: Health Disparities, Precision Care Innovations, And Cardiovascular Risk Reduction In Resistant Hypertension

2025· article· en· W4415451596 on OpenAlexaboutno aff
Praharshinie Rupasinghe, Shazia Noreen Durrani, Nadir Abdelrahman

Bibliographic record

VenueJournal of the Endocrine Society · 2025
Typearticle
Languageen
FieldMedicine
TopicHormonal Regulation and Hypertension
Canadian institutionsnot available
Fundersnot available
KeywordsPrimary aldosteronismOdds ratioResistant hypertensionOddsConfirmatory factor analysisPrimary care

Abstract

fetched live from OpenAlex

Abstract Disclosure: P.D. Rupasinghe: None. S.N. Durrani: None. N.G. Abdelrahman: None. Context: Primary aldosteronism (PA), the most common endocrine cause of secondary hypertension, affects 5-10% of hypertensive individuals and up to40% of hypertension. Despite its 4-12× higher cardiovascular risk, PA remains under diagnosed due to normokalemia (38% of cases), inconsistent aldosterone-renin ratio (ARR), and systemic disparities in confirmatory testing. Black patients face compounded barriers, including reduced confirmatory testing despite higher screening rates. CETO PET imaging offers precision care potential, though equitable implementation lags. Objective: This review assesses PA detection rates, identifies diagnostic gaps and inequities, and evaluates therapeutic innovations using large-scale data. Focus is in screening access, biologic/systemic diagnostic barriers, and emerging precision technologies. Method: A PRISMA-guided systematic review analyzed cohorts, meta-analyses, and trials (2010-2023) from ENSAT (n=3,812), AVIS-2 (n=1,506),NHANES 2017-2Biobank (n=502,490), and SPRINT (n=9,361). Inclusion criteria prioritized studies reporting PA prevalence, screening, diagnostic accuracy, or treatment outcomes odds ratios (ORs), and Area Under the (ROC) Curve (AUCs)were calculated; disparities were analyzed via multivariable regression. Study quality was assessed using the Newcastle-Ottawa scale. Results: PA prevalence was 16.1% in resistant hypertension (n=12,743)and 28.5% in hypokalemic hypertensives (n=3,890). NHANES data showed only 1.2%of hyper testing, with <0.3% undergoing confirmatory testing. Black patients had higher screening odds (OR 1.52, 95% CI 1.2-1.9) but 30% lower confirmatory test patients. ARR performance varied by race (AUC 0.68 in Black vs. 0.81 in White cohorts), reflecting biological and access disparities. 18F-CETO PET demonstrated with adrenal vein sampling (AVS), reducing reliance on invasive AVS. Adrenalectomy achieved biochemical cure in 94% of lateralized PA cases, while mineralocorticoid receptor antagonists (MRAs) decreased cardiovascular events by 34% (HR 0.66, 95% CI 0.54-0.79) in bilateral PA. Expanding screening under the American College of Cardiology (ACC) /American Heart Association (AHA)targets (<130/80 m∼8% of annual hypertension-related strokes. Conclusion: PA is a major, modifiable cardiovascular risk factor in resistant hypertension. Underdiagnosis persists due to systemic inequities, biological variability in fragmented care. Equitable adoption of advanced diagnostics (e.g., 18F-CETO PET), race-adjusted ARR cutoffs, and policy-driven screening expansion are critical. care and dismantling access barriers could prevent thousands of cardiovascular events annually. Presentation: Monday, July 14, 2025

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.019
metaresearch head score (Gemma)0.046
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.019
Threshold uncertainty score0.101

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.046
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.005
Bibliometrics0.0040.004
Science and technology studies0.0000.001
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.022
GPT teacher head0.278
Teacher spread0.255 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the Endocrine SocietySame topicHormonal Regulation and HypertensionFrench-language works237,207