Evidence map›Paper›PMID 42808546›Full record

ArticleJournal of managed care & specialty pharmacy2026

Embedding metabolic dysfunction-associated steatotic liver disease fibrosis risk stratification within pharmacist-integrated diabetes comanagement in primary care.

Ryan P Wexler, Jeremy Chimene-Weiss, Courtney Cameron, Sandra Schipelliti, Pavan Vuddanda, Aileen Roman, Arpan Mohanty

Abstract read
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Article in Journal of managed care & specialty pharmacy, 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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Ryan P WexlerBoston University Chobanian & Avedisian School of Medicine, MA.
Jeremy Chimene-WeissDepartment of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, MA.
Courtney CameronDepartment of Pharmacy, Boston Medical Center, MA.
Sandra SchipellitiDepartment of Pharmacy, Boston Medical Center, MA.
Pavan VuddandaSection of Gastroenterology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, MA.
Aileen RomanDepartment of Family Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, MA.
Arpan MohantySection of Gastroenterology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, MA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMetabolic dysfunction-associated steatotic liver disease (MASLD) is highly prevalent among patients with type 2 diabetes mellitus (T2DM) but remains underdiagnosed in primary care despite clinical guidelines. We investigated whether a multicomponent workflow that included expanding the role of ambulatory pharmacists, who already manage T2DM under collaborative care agreements to include MASLD risk stratification, is associated with improved detection of liver fibrosis.

objectiveTo evaluate the feasibility of a pharmacist-integrated, multicomponent intervention and its association with MASLD fibrosis risk stratification, vibration-controlled transient elastography (VCTE) referral and completion, and detection of clinically significant fibrosis among patients with T2DM in a safety net primary care setting.

methodsWe conducted a 6-month pre-post feasibility and implementation pilot in a safety net family medicine clinic, with the pre-period serving as a baseline of usual care. The multicomponent intervention expanded MASLD risk stratification to pharmacists comanaging T2DM and incorporated targeted education, co-location of VCTE, and internal facilitation. Pharmacists calculated Fibrosis-4 index (FIB-4) scores during T2DM visits and referred patients with FIB-4 greater than or equal to 1.3 for VCTE. Outcomes included VCTE referral among patients with elevated FIB-4 scores, VCTE completion, detection of clinically significant fibrosis (liver stiffness measurement ≥8 kPa) or possible cirrhosis (liver stiffness measurement ≥12 kPa), and hepatology referral.

resultsIn the pre-intervention period, 41% (52 of 127) of patients with available laboratory data had FIB-4 greater than or equal to 1.3, and none were referred for VCTE. In the post-intervention period, 45% (61 of 136) of such patients had FIB-4 greater than or equal to 1.3. Of these, 87% (53 of 61) were referred for VCTE, and 85% (45 of 53) completed testing. VCTE identified 8 new cases of clinically significant fibrosis, including 6 with possible cirrhosis, leading to 6 hepatology referrals.

conclusionsA pharmacist-integrated, multicomponent workflow was associated with increased VCTE referrals and completion, enabled identification of fibrosis, and facilitated specialist referrals among patients with T2DM in a safety net primary care setting. These findings support this pharmacist-integrated workflow as a feasible, patient-centered strategy to enhance MASLD detection, warranting further evaluation of scalability, sustainability, and impact.

Indexed as

Diabetes Mellitus, Type 2Fatty LiverLiver CirrhosisPharmacistsAgedElasticity Imaging TechniquesFeasibility StudiesFemaleHumansMaleMiddle AgedPilot ProjectsPrimary Health CareProfessional RoleReferral and ConsultationRisk Assessment

Identifiers

PMID42808546
PMCPMC13621905

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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.