Evidence map›Paper›PMID 42564009›Full record

ArticleFrontiers in gastroenterology (Lausanne, Switzerland)2026

A real-world assessment of healthcare resource utilization following IBS-Smart

Leonard Weinstock, William B Salt, Lynn Cherry, Christopher Tyson, Raf Magar

Abstract read
In one paragraph

Article in Frontiers in gastroenterology (Lausanne, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Leonard WeinstockGastrointestinal Alliance, St. Louis, MO, United States.
William B SaltIBS and Gut Microbiome Solutions, Dublin, OH, United States.
Lynn CherryAHRM Inc., Buffalo, NY, United States.
Christopher TysonAHRM Inc., Buffalo, NY, United States.
Raf MagarAHRM Inc., Raleigh, NC, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: IBS is a disorder of gut-brain interaction that is diagnosed positively but still requires a focused differential diagnosis and limited rule-out testing. IBS-Smart and Trio-Smart are commercially available serologic and breath tests that may alter diagnostic sequencing in clinical practice. Objective: To evaluate whether receipt of IBS-Smart and/or Trio-Smart was associated with differences in diagnostic resource utilization, captured diagnostic cost, chart-level diagnostic persistence, and medication use compared with contemporaneous control patients who did not receive these tests. Methods: This retrospective two-center cohort study included 219 adults with symptoms suggestive of IBS. Patients were grouped as IBS-Smart only (n=48), Trio-Smart only (n=43), both tests (n=11), or controls receiving neither test (n=117). Costs reflected a payer-proxy perspective in 2022 US dollars and included captured diagnostic tests and gastroenterology office visits. The archived study used propensity matching and an exploratory generalized linear model (GLM) for total diagnostic cost. Results: Colonoscopy rates were 50.0% in the IBS-Smart-only cohort, 53.5% in the Trio-Smart-only cohort, 27.3% in the combined-testing cohort, and 60.7% in controls; upper endoscopy rates were 31.3%, 41.9%, 0.0%, and 48.7%, respectively. Among patients first seen in 2018 or later, mean total captured diagnostic plus office-visit cost per patient per month was $366.85 for IBS-Smart only, $382.87 for Trio-Smart only, $361.83 for both tests, and $960.39 for controls. In the archived propensity-matched GLM, IBS-Smart testing was associated with lower total diagnostic cost (coefficient -0.22; P = 0.050), corresponding to an estimated incremental savings of $526 per patient. Stable chart-level diagnosis was observed in 79.2% of IBS-Smart-only patients, 90.7% of Trio-Smart-only patients, 72.7% of patients after IBS-Smart in the combined cohort, 90.9% after Trio-Smart in the combined cohort, and 25.6% of controls. Medication counts decreased descriptively in several tested subgroups at one year; drug-class-level aggregation could not be reconstructed reliably from the archived medication file and is therefore not overstated. Conclusions: In this observational study, receipt of IBS-Smart and/or Trio-Smart was associated with lower captured resource utilization and greater chart-level diagnostic persistence than standard care alone. These findings should be interpreted as real-world associations rather than causal proof and do not replace Rome IV-based evaluation, alarm-feature triage, or guideline-recommended rule-out testing.

Indexed as

breath testingcosthealthcare utilizationIBS-Smartrain interactionTrio-Smart

Identifiers

PMID42564009
PMCPMC13441705

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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.