Evidence map›Paper›PMID 41766936›Full record

ArticleJournal of the Endocrine Society2026

Preferences for Subtyping Primary Aldosteronism: A Discrete Choice Experiment.

Maame Esi Woode, Winston Chong, Elisabeth Ng, Shanshan Lu-Shirzad, Stella May Gwini, Peter J Fuller, Jun Yang, Gang Chen

Abstract read
In one paragraph

Article in Journal of the Endocrine Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Review
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

8 authors.

Maame Esi WoodeCentre for Health Economics, Monash Business School, Monash University, Caulfield East, VIC 3145, Australia.ORCID https://orcid.org/0000-0001-9138-8853
Winston ChongAlfred Health Radiology, Alfred Health, Melbourne, VIC 3004, Australia.ORCID https://orcid.org/0000-0001-7645-2861
Elisabeth NgCentre for Endocrinology and Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia.ORCID https://orcid.org/0000-0001-6649-032X
Shanshan Lu-ShirzadCentre for Endocrinology and Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia.
Stella May GwiniCentre for Endocrinology and Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia.ORCID https://orcid.org/0000-0002-0295-4575
Peter J FullerCentre for Endocrinology and Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia.ORCID https://orcid.org/0000-0002-0948-2072
Jun YangCentre for Endocrinology and Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC 3168, Australia.ORCID https://orcid.org/0000-0003-4620-4976
Gang ChenCentre for Health Economics, Monash Business School, Monash University, Caulfield East, VIC 3145, Australia.ORCID https://orcid.org/0000-0002-8385-5965

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Context: Primary aldosteronism (PA) affects 10% to 15% of individuals with hypertension and increases cardiovascular risk. Differentiating between unilateral and bilateral PA determines optimal treatment and typically requires adrenal vein sampling (AVS). Emerging subtyping methods include predictive algorithms and nuclear imaging. Objective: This study explores hypertensive individuals' preferences for different PA subtyping strategies. Methods: Two labeled discrete choice experiments (DCEs) evaluated preferences for subtyping methods based on test accuracy, waiting time, adverse effects, and out-of-pocket cost. Latent class conditional logit (LCL) modeling segmented participants by preferences, while policy simulation analyses examined uptake variations by age, sex, and income. Results: Among 583 hypertensive Australian adults (mean age: 48 years; 48% female), 85% were willing to undergo PA subtyping. Participants prioritized accuracy, shorter waiting times, minimal side effects, and lower costs. LCL analysis revealed that participants who were older, female, or considered themselves less busy were more likely to opt for PA subtyping. Subtyping uptake was highest for algorithm-based methods (∼54%) with its uptake rate increasing to 68% after factoring in cost. Conclusion: Preferences for PA subtyping are driven by cost, invasiveness, and waiting time. Less-invasive, faster, and low-cost methods were preferred, even if they are slightly less accurate than AVS. Further research is needed to optimize the accuracy of subtyping algorithms and facilitate implementation in clinical practice.

Indexed as

adrenal vein samplinghypertensionPET-CTpredictive algorithmprimary aldosteronismsubtyping

Identifiers

PMID41766936
PMCPMC12946763

What OpenQuestion holds

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Registered trials

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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.