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Record W4416337603 · doi:10.1101/2025.11.13.25340212

Screening and Diagnosis Trends for Primary Aldosteronism: A Longitudinal Nationwide Cohort Study of 7.8 Million People

2025· preprint· en· W4416337603 on OpenAlexaff
Cheng‐Hsuan Tsai, Yu-Ching Chang, Zheng‐Wei Chen, Stéfanie Parisien‐La Salle, Jenifer M. Brown, Anand Vaidya, Vin‐Cent Wu, Yen‐Hung Lin

Bibliographic record

VenuemedRxiv · 2025
Typepreprint
Languageen
FieldMedicine
TopicHormonal Regulation and Hypertension
Canadian institutionsCentre Hospitalier de l’Université de Montréal
FundersNational Taiwan UniversityNational Taiwan University Hospital
KeywordsFalling (accident)GuidelinePrimary careCohort studyCohortMEDLINELongitudinal study

Abstract

fetched live from OpenAlex

Abstract Background Primary aldosteronism (PA) is a common, treatable cause of hypertension for which screening is widely recommended but rarely performed in clinical practice. However, real-world screening and diagnosis patterns across the entire hypertensive population remain unknown. This study aimed to delineate the 22-year state of nationwide PA screening and diagnosis rates among all hypertensive population in Taiwan Methods In this nationwide retrospective cohort study from 2001 to 2022, we identified all patients with hypertension using a national health insurance database. We calculated annual PA screening and diagnosis rates, with particular focus on high-risk subgroups, including patients with resistant hypertension, early-onset hypertension, hypokalemia, and other comorbidities warranting screening. Results Among 7.8 million patients with hypertension, a total of 4.4% received PA screening during the study period. The annual PA screening rate increased from 0.26% in 2001 to 0.75% in 2022 ( p < 0.001) yet remained markedly low. In 2022, only 1.0% of patients with resistant hypertension, 3.0% with early-onset hypertension, and 3.6% with hypokalemia underwent screening. The diagnostic yield of PA showed a slight decrease over time, fluctuating between 8.0% and 6.7% ( p = 0.006). Conclusions Despite an increase in PA screening over the past two decades, absolute rates remain critically low, falling far short of guideline recommendations, especially in high-risk groups. Our findings quantify a major implementation gap between evidence and clinical practice. As international guidelines are shifting towards broader and simpler screening protocols, there is an urgent need to improve the detection of this common and actionable condition. Perspective What is known? Primary aldosteronism (PA) is a common, clinically important, and treatable cause of hypertension. Its adverse cardiovascular effects arise from renin independent aldosterone excess and chronic mineralocorticoid receptor overactivation. Current guidelines historically recommended screening only in high-risk groups, but recent expert consensus and international guidelines increasingly support broader and even universal screening among all hypertensive patients. Prior epidemiologic studies have examined PA screening almost exclusively within selected high-risk subgroups. No study has comprehensively evaluated real-world screening patterns across an entire hypertensive population. What is new? Using a 22-year nationwide cohort of nearly 8 million hypertensive patients, this is the first study to comprehensively quantify real-world trends in PA screening and diagnosis in Taiwan. Annual screening rates nearly tripled but remained profoundly low (<4%), even in guideline-recommended high-risk groups such as resistant hypertension, early-onset hypertension, and hypokalemia. Hypertensive patients receiving care at tertiary medical centers or in highly urbanized areas were more likely to undergo screening. What is next? The persistent under-screening of PA represents a major implementation gap, resulting in missed opportunities for targeted treatment and long-term cardiovascular risk reduction. Closing this gap will require a paradigm shift that includes broader screening strategies, decentralizing testing to primary care, and adopting simplified diagnostic pathways aligned with contemporary guidelines. Future efforts should evaluate the impact of these simplified approaches on diagnosis rates, treatment implementation, and cardiovascular outcomes, particularly as global practice moves toward earlier and more inclusive detection of renin-independent aldosteronism.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.043
GPT teacher head0.315
Teacher spread0.272 · 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 designObservational
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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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