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Alexopoulos AS, Parish A, Olsen M, Batch BC, Moylan CA, Crowley MJ. Racial Disparities in Evidence-Based Management of Metabolic Dysfunction-Associated Steatotic Liver Disease in Patients With Type 2 Diabetes. Endocr Pract 2024; 30:663-669. [PMID: 38697305 PMCID: PMC11223982 DOI: 10.1016/j.eprac.2024.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 04/19/2024] [Accepted: 04/23/2024] [Indexed: 05/04/2024]
Abstract
OBJECTIVE To assess frequency of evidence-based management (EBM) of metabolic dysfunction-associated steatotic liver disease (MASLD) in patients with type 2 diabetes (T2D), and to examine for racial/ethnic disparities in the receipt of EBM. METHODS We conducted a cross-sectional analysis of patients with T2D and presumptive MASLD in an academic health care system between 2019 and 2021. Presumptive MASLD was defined as at least 1 alanine aminotransferase value ≥30 U/L with exclusions for alcohol overuse, viral hepatitis, liver transplantation, chemotherapy use, and liver disease other than MASLD. We calculated the proportion of patients receiving EBM, defined as a composite of liver ultrasound, transient elastography, or hepatology evaluation. We also examined the association between race/ethnicity and EBM via a logistic regression model. RESULTS Our sample included 6532 patients; mean age was 58.0 (SD 13.1), 41.7% were female and 3.9%, 26.6%, 58.7%, and 5.8% were of Latino/a/x ethnicity, non-Latino (NL) Black race, NL White race, and NL Asian race, respectively. Rates of EBM were low overall (11.5%), with lower odds of EBM in NL Black versus NL White patients (adjusted odds ratio 0.75; 95% confidence interval 0.59, 0.96). Odds of hepatology evaluation and placement of MASLD diagnosis codes were also lower in NL Black versus NL White patients. CONCLUSION Racial disparities exist in the receipt of EBM among patients with T2D and presumptive MASLD. These findings highlight the need for research to identify drivers of disparities, and to support development of clinical interventions that equitably facilitate EBM of MASLD in patients with T2D.
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Affiliation(s)
- Anastasia-Stefania Alexopoulos
- Division of Endocrinology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina.
| | - Alice Parish
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Maren Olsen
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina; Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Bryan C Batch
- Division of Endocrinology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Division of Endocrinology, Department of Medicine, Durham VA Medical Center, Durham, North Carolina
| | - Cynthia A Moylan
- Division of Gastroenterology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Division of Gastroenterology, Department of Medicine, Durham VA Medical Center, Durham, North Carolina
| | - Matthew J Crowley
- Division of Endocrinology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina
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Alexopoulos AS, Parish A, Olsen M, Batch BC, Moylan C, Crowley MJ. Prescribing of evidence-based diabetes pharmacotherapy in patients with metabolic dysfunction-associated steatohepatitis. BMJ Open Diabetes Res Care 2023; 11:e003763. [PMID: 38030391 PMCID: PMC10689360 DOI: 10.1136/bmjdrc-2023-003763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 11/01/2023] [Indexed: 12/01/2023] Open
Abstract
INTRODUCTION Metabolic dysfunction-associated steatohepatitis (MASH) is highly prevalent in type 2 diabetes (T2D). Pioglitazone and glucagon-like peptide-1 receptor agonists (GLP-1RA) are medications used in T2D that can resolve MASH and should be considered in all patients with T2D and MASH. We assessed prescription rates of evidence-based T2D pharmacotherapy (EBP) in MASH, and ascertained racial/ethnic disparities in prescribing. RESEARCH DESIGN AND METHODS We conducted a cross-sectional study on patients in Duke University Health System with diagnosis codes for T2D and MASH between January 2019 and January 2021. Only patients with ≥1 primary care or endocrinology encounter were included. The primary outcome was EBP, defined as ≥1 prescription for pioglitazone and/or a GLP-1RA during the study period. A multivariable logistic regression model was used to examine the primary outcome. RESULTS A total of 847 patients with T2D and MASH were identified; mean age was 59.7 (SD 12) years, 61.9% (n=524) were female, and 11.9% (n=101) and 4.6% (n=39) were of Black race and Latino/a/x ethnicity, respectively. EBP was prescribed in 34.8% (n=295). No significant differences were noted in the rates of EBP use across racial/ethnic groups (Latino/a/x vs White patients: adjusted OR (aOR) 1.82, 95% CI 0.78 to 4.28; Black vs White patients: aOR 0.76, 95% CI 0.44 to 1.33, p=0.20). CONCLUSIONS EBP prescriptions, especially pioglitazone, are low in patients with T2D and MASH, regardless of race/ethnicity. These data underscore the need for interventions to close the gap between current and evidence-based care.
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Affiliation(s)
- Anastasia-Stefania Alexopoulos
- Department of Medicine, Division of Endocrinology, Duke University, Durham, North Carolina, USA
- Center of Innovation to Accelerate Discover and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina, USA
- Department of Medicine, Division of Endocrinology, Durham VA Medical Center, Durham, North Carolina, USA
| | - Alice Parish
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, USA
| | - Maren Olsen
- Center of Innovation to Accelerate Discover and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina, USA
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina, USA
| | - Bryan C Batch
- Department of Medicine, Division of Endocrinology, Duke University, Durham, North Carolina, USA
- Department of Medicine, Division of Endocrinology, Durham VA Medical Center, Durham, North Carolina, USA
| | - Cynthia Moylan
- Department of Medicine, Division of Gastroenterology, Duke University, Durham, North Carolina, USA
| | - Matthew J Crowley
- Department of Medicine, Division of Endocrinology, Duke University, Durham, North Carolina, USA
- Center of Innovation to Accelerate Discover and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina, USA
- Department of Medicine, Division of Endocrinology, Durham VA Medical Center, Durham, North Carolina, USA
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Cazac GD, Lăcătușu CM, Mihai C, Grigorescu ED, Onofriescu A, Mihai BM. Ultrasound-Based Hepatic Elastography in Non-Alcoholic Fatty Liver Disease: Focus on Patients with Type 2 Diabetes. Biomedicines 2022; 10:biomedicines10102375. [PMID: 36289643 PMCID: PMC9598125 DOI: 10.3390/biomedicines10102375] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 09/17/2022] [Accepted: 09/19/2022] [Indexed: 12/16/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the most prevalent liver disease and is the hepatic expression of metabolic syndrome. The development of non-invasive methods for the diagnosis of hepatic steatosis and advanced fibrosis in high-risk patients, especially those with type 2 diabetes mellitus, is highly needed to replace the invasive method of liver biopsy. Elastographic methods can bring significant added value to screening and diagnostic procedures for NAFLD in patients with diabetes, thus contributing to improved NAFLD management. Pharmacological development and forthcoming therapeutic measures that address NAFLD should also be based on new, non-invasive, and reliable tools that assess NAFLD in at-risk patients and be able to properly guide treatment in individuals with both diabetes and NAFLD. This is the first review aiming to outline and discuss recent studies on ultrasound-based hepatic elastography, focusing on NAFLD assessment in patients with diabetes.
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Affiliation(s)
- Georgiana-Diana Cazac
- Unit of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Center of Diabetes, Nutrition and Metabolic Diseases, “Sf. Spiridon” County Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Cristina-Mihaela Lăcătușu
- Unit of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Center of Diabetes, Nutrition and Metabolic Diseases, “Sf. Spiridon” County Clinical Emergency Hospital, 700111 Iasi, Romania
- Correspondence: (C.-M.L.); (E.-D.G.); Tel.: +40-72-321-1116 (C.-M.L.); +40-74-209-3749 (E.-D.G.)
| | - Cătălina Mihai
- Unit of Medical Semiology and Gastroenterology, Faculty of Medicine,, “Grigore T. Popa”, University of Medicine and Pharmacy, 700115 Iasi, Romania
- Institute of Gastroenterology and Hepatology, “Sf. Spiridon” Emergency Hospital, 700111 Iași, Romania
| | - Elena-Daniela Grigorescu
- Unit of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Correspondence: (C.-M.L.); (E.-D.G.); Tel.: +40-72-321-1116 (C.-M.L.); +40-74-209-3749 (E.-D.G.)
| | - Alina Onofriescu
- Unit of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Center of Diabetes, Nutrition and Metabolic Diseases, “Sf. Spiridon” County Clinical Emergency Hospital, 700111 Iasi, Romania
| | - Bogdan-Mircea Mihai
- Unit of Diabetes, Nutrition and Metabolic Diseases, Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iasi, Romania
- Clinical Center of Diabetes, Nutrition and Metabolic Diseases, “Sf. Spiridon” County Clinical Emergency Hospital, 700111 Iasi, Romania
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Shanahan W, Bagwe I, Brassill MJ, O'Regan P. Reduced and more appropriate referrals of patients with type 2 diabetes using liver stiffness measurement compared to FIB-4. Ir J Med Sci 2022; 192:649-654. [PMID: 35486350 DOI: 10.1007/s11845-022-03019-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 04/22/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Fatty liver disease and fibrosis are common in patients with type 2 diabetes mellitus (T2DM). Recently published European Association for the Study of the Liver guidelines have suggested screening such patients using liver stiffness measurement (LSM) or fibrosis-4 index (FIB-4) to exclude advanced fibrosis. AIMS We initiated a screening programme at the diabetes out-patient clinic to assess the reliability of the suggested approaches and resulting referrals. METHODS In this prospective study, consecutive patients attending for T2DM review at an Irish level 3 (district general) hospital between September and November 2021 were screened for liver fibrosis using LSM and had their FIB-4 calculated. The first 100 patients with valid LSM measurements were included in the analysis. RESULTS Referral rates to the hepatology clinic varied by modality used. If FIB-4 ≥ 1.3 criterion was used, the referral rate to the hepatology clinic was 45%; using LSM < 8 kPa to rule out advanced fibrosis resulted in 34% referral rate; using LSM ≥ 10 kPa to suggest probable compensated advanced chronic liver disease reduced referral rates to 15%. Combining FIB-4 with LSM in a two-step algorithm led to missed potentially significant liver disease in large numbers. 47% patients with LSM ≥ 8 kPa and 33% with LSM ≥ 10 kPa had FIB-4 < 1.3. CONCLUSIONS Screening of patients with T2DM using LSM alone rather than FIB-4 leads to reduced numbers of, and more appropriate, referrals to the hepatology clinic. Shifting from an exclusion (LSM < 8 kPa) to an inclusion based (LSM ≥ 10 kPa) approach may lessen the potential of screening to overwhelm hepatology services.
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Affiliation(s)
- William Shanahan
- Department of Gastroenterology, Tipperary University Hospital, Clonmel, Co Tipperary, Ireland.
| | - Isha Bagwe
- Department of Endocrinology, Tipperary University Hospital, Clonmel, Co Tipperary, Ireland
| | - Mary Jane Brassill
- Department of Endocrinology, Tipperary University Hospital, Clonmel, Co Tipperary, Ireland
| | - Paud O'Regan
- Department of Gastroenterology, Tipperary University Hospital, Clonmel, Co Tipperary, Ireland
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Gracen L, Hayward KL, Aikebuse M, Russell A, O'Beirne J, McPhail S, Irvine KM, Williams S, Valery PC, Powell EE. Implementing the right care in the right place at the right time for non-alcoholic fatty liver disease (NAFLD-RRR study): a study protocol for a community care pathway for people with type 2 diabetes. BMC Health Serv Res 2022; 22:487. [PMID: 35413987 PMCID: PMC9004198 DOI: 10.1186/s12913-022-07808-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Accepted: 03/21/2022] [Indexed: 02/06/2023] Open
Abstract
Background Non-alcoholic fatty liver disease (NAFLD) is an emerging epidemic that affects approximately half of all people with type 2 diabetes. Those with type 2 diabetes are a high-risk NAFLD subgroup because of their increased risk of clinically significant liver-related outcomes from NAFLD which include hepatocellular carcinoma, cirrhosis-related complications and liver disease mortality. They may benefit from early detection of disease as this would allow at risk patients to access hepatocellular carcinoma surveillance, emerging drug trials for NAFLD and specialist hepatology care prior to emergence of liver-related complications. Methods This is a prospective cohort study aimed at incorporating and assessing a community care pathway for liver fibrosis screening into routine care for type 2 diabetes. Patients undergo a point of care assessment of hepatic steatosis and stiffness using FibroScan at the time of the routine diabetes appointment or when attending the clinic for blood tests in preparation for this appointment. Discussion We propose that implementation of a community-based NAFLD diagnosis, risk-stratification, and referral pathway for people with type 2 diabetes is feasible, will provide earlier, targeted detection of advanced fibrosis, and reduce unnecessary referrals to hepatology outpatients for fibrosis risk assessment. Our study will provide important information about the feasibility of establishing a NAFLD pathway for people with type 2 diabetes in primary care. Ultimately, our findings will help direct spending and resource allocation for NAFLD in a high-risk population. Regular evaluation by stakeholders during implementation will help to create a reliable and sustainable community care pathway and establish a perpetual cycle of learning in primary care. Trial registration ANZCTR, ACTRN12621000330842. Registered 23 March 2021. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-07808-7.
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Affiliation(s)
- Lucy Gracen
- Centre for Liver Disease Research, Faculty of Medicine, Translational Research Institute, The University of Queensland, Level 5, West Wing, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia.,Department of Gastroenterology and Hepatology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Kelly L Hayward
- Centre for Liver Disease Research, Faculty of Medicine, Translational Research Institute, The University of Queensland, Level 5, West Wing, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia.,Department of Gastroenterology and Hepatology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Melanie Aikebuse
- Centre for Liver Disease Research, Faculty of Medicine, Translational Research Institute, The University of Queensland, Level 5, West Wing, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia.,Department of Gastroenterology and Hepatology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Anthony Russell
- Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Woolloongabba, QLD, Australia.,Department of Endocrinology, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - James O'Beirne
- Department of Gastroenterology and Hepatology, Sunshine Coast University Hospital, Birtinya, QLD, Australia
| | - Steven McPhail
- Australian Centre for Health Services Innovation School of Public Health, Institute of Health and Biomedical Innovation, Queensland University of Technology (QUT), Brisbane, QLD, Australia.,Digital Health and Informatics, Metro South Health, Brisbane, QLD, Australia
| | - Katharine M Irvine
- Mater Research, Translational Research Institute, Brisbane, QLD, Australia
| | | | - Patricia C Valery
- Centre for Liver Disease Research, Faculty of Medicine, Translational Research Institute, The University of Queensland, Level 5, West Wing, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia.,QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Elizabeth E Powell
- Centre for Liver Disease Research, Faculty of Medicine, Translational Research Institute, The University of Queensland, Level 5, West Wing, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia. .,Department of Gastroenterology and Hepatology, Princess Alexandra Hospital, Brisbane, QLD, Australia.
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Wang J, Du J, Ge X, Peng W, Guo X, Li W, Huang S. Circulating Ism1 Reduces the Risk of Type 2 Diabetes but not Diabetes-Associated NAFLD. Front Endocrinol (Lausanne) 2022; 13:890332. [PMID: 35712241 PMCID: PMC9195582 DOI: 10.3389/fendo.2022.890332] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 04/27/2022] [Indexed: 11/13/2022] Open
Abstract
PURPOSE To examine the association of serum Ism1, a new adipokine that can regulate glucose uptake, with type 2 diabetes (T2D) in a Chinese population. Considering high prevalence of Nonalcoholic Fatty Liver Disease in patients with type 2 diabetes and the regulating role of Ism1 on glucose uptake of peripheral tissues, we further explored the association between Ism1 and diabetes-associated nonalcoholic fatty liver disease. METHODS A total of 120 newly diagnosed T2D patients and 60 control subjects with normal glucose were recruited in the case-control study. Serum Ism1 concentrations were determined by ELISA. Multivariate logistic regression analysis was used to evaluate the independent association of serum Ism1 concentration with the risk of T2D. The 120 newly diagnosed T2D patients were divided into uncomplicated T2D group and diabetes-associated NAFLD group according to the FLI score. RESULTS The Ism1 level of normoglycemic controls was higher than that of T2D patients (3.91 ± 0.24 ng/ml vs 3.01 ± 0.16 ng/ml, P=0.001). Based on quartile analysis of Ism1 level, the proportion of high circulating Ism1 levels in the control group increased while T2D group decreased, and the distribution difference was statistically significant (P=0.015). Logistic regression analysis indicated that the serum Ism1 level was an independent protective factor of type 2 diabetes (OR=0.69, 95%CI: 0.54-0.89). The decrease of Ism1 level did not increase the risk of non-alcoholic fatty liver disease in diabetic patients by Binary logistic regression analysis (OR=1.08, 95% CI: 0.69-1.69). CONCLUSIONS The increase of serum Ism1 was associated with a decreased risk of diabetes, and it did not reduce the risk of non-alcoholic fatty liver disease in diabetic patients.
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Affiliation(s)
| | | | | | | | - Xirong Guo
- *Correspondence: Xirong Guo, ; Wenyi Li, ; Shan Huang,
| | - Wenyi Li
- *Correspondence: Xirong Guo, ; Wenyi Li, ; Shan Huang,
| | - Shan Huang
- *Correspondence: Xirong Guo, ; Wenyi Li, ; Shan Huang,
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