Ryan P Wexler, Jeremy Chimene-Weiss, Courtney Cameron, Sandra Schipelliti, Pavan Vuddanda, Aileen Roman, Arpan Mohanty
{"title":"Embedding metabolic dysfunction-associated steatotic liver disease fibrosis risk stratification within pharmacist-integrated diabetes comanagement in primary care.","authors":"Ryan P Wexler, Jeremy Chimene-Weiss, Courtney Cameron, Sandra Schipelliti, Pavan Vuddanda, Aileen Roman, Arpan Mohanty","doi":"10.18553/jmcp.2026.32.10.1289","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Metabolic 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.</p><p><strong>Objective: </strong>To 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.</p><p><strong>Methods: </strong>We 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.</p><p><strong>Results: </strong>In 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.</p><p><strong>Conclusions: </strong>A 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.</p>","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":"32 10","pages":"1289-1295"},"PeriodicalIF":3.3000,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13621905/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of managed care & specialty pharmacy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.18553/jmcp.2026.32.10.1289","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Metabolic 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.
Objective: To 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.
Methods: We 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.
Results: In 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.
Conclusions: A 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.
期刊介绍:
JMCP welcomes research studies conducted outside of the United States that are relevant to our readership. Our audience is primarily concerned with designing policies of formulary coverage, health benefit design, and pharmaceutical programs that are based on evidence from large populations of people. Studies of pharmacist interventions conducted outside the United States that have already been extensively studied within the United States and studies of small sample sizes in non-managed care environments outside of the United States (e.g., hospitals or community pharmacies) are generally of low interest to our readership. However, studies of health outcomes and costs assessed in large populations that provide evidence for formulary coverage, health benefit design, and pharmaceutical programs are of high interest to JMCP’s readership.