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Müller F, Holman H, Bhangu N, Kottutt J, Azhary H, Alshaarawy O. Use of Antihyperglycemic Medications Among US People with Limited English Proficiency. J Gen Intern Med 2025:10.1007/s11606-025-09385-x. [PMID: 39875767 DOI: 10.1007/s11606-025-09385-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 01/10/2025] [Indexed: 01/30/2025]
Abstract
BACKGROUND Language barriers can impact pharmaceutical disease management leading to potential health disparities among limited English proficiency (LEP) people with diabetes mellitus (DM) in the United States (US). OBJECTIVE To assess the use of antihyperglycemic medications and estimate their impact on glycemic control by LEP status. DESIGN Cross-sectional design. We compared the classes of prescribed antihyperglycemic medications and their impact on glycemic control between English-speaking and LEP participants (i.e., Spanish-speaking or needing interpretation services) with DM applying generalized linear models and adjusting for sociodemographic variables. PARTICIPANTS Data from the US National Health and Nutrition Examination Survey (NHANES 2003-2018). MAIN MEASURES Selected language for interview or interpreter request (main exposure). Outcomes include prescribed antihyperglycemic medications and glycemic control (HBA1c). KEY RESULTS Data for 4666 participants with DM were analyzed. Antihyperglycemic medications were similarly used by LEP and English-speaking people with DM, except for insulin, which was less frequently used by LEP people. Despite similar medications, LEP people using biguanides and TZDs were less likely to reach glycemic target levels (adjusted odds ratios ranging 1.7 to 3.3) compared to English-speaking people with DM. CONCLUSIONS Our findings indicate that the differences in DM outcomes among LEP people are likely attributed to factors other than medication prescription. These might include cultural beliefs, dietary adjustments, and communication barriers in healthcare. Enhanced patient education, acknowledgment of cultural practices, and improved language services could potentially mitigate these disparities.
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Affiliation(s)
- Frank Müller
- Department of Family Medicine, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA.
- Spectrum Health Family Medicine Residency Clinic, Grand Rapids, MI, 49503, USA.
- Department of General Practice, University Medical Center Göttingen, Humboldtallee 38, 37073, Göttingen, Germany.
| | - Harland Holman
- Department of Family Medicine, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
- Spectrum Health Family Medicine Residency Clinic, Grand Rapids, MI, 49503, USA
| | - Nikita Bhangu
- Department of Family Medicine, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Jepkoech Kottutt
- Department of Family Medicine, College of Human Medicine, Michigan State University, Grand Rapids, MI, 49503, USA
| | - Hend Azhary
- Department of Family Medicine, College of Human Medicine, Michigan State University, East Lansing, MI, 48824, USA
| | - Omayma Alshaarawy
- Department of Family Medicine, College of Human Medicine, Michigan State University, East Lansing, MI, 48824, USA
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Thai TK, Board CA, Nugent JR, Johnston JL, Huynh EY, Chen CH, Chan AH, Grant RW, Gilliam LK, Gopalan A. Overcoming therapeutic inertia in newly diagnosed type 2 diabetes: Protocol of a randomized, quality improvement trial. Contemp Clin Trials 2025; 148:107751. [PMID: 39557156 DOI: 10.1016/j.cct.2024.107751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 10/28/2024] [Accepted: 11/15/2024] [Indexed: 11/20/2024]
Abstract
Therapeutic inertia, the delay in the appropriate initiation and intensification of recommended therapies, is a major contributor to the lack of improvement in type 2 diabetes outcomes over the past decade. Therapeutic inertia during the period following diagnosis, when improvements in glycemic control can have lasting benefits, is often overlooked. Technology and team-based care approaches can effectively address therapeutic inertia. Here, we describe the protocol for a randomized, quality improvement trial targeting metformin-related therapeutic inertia among adults with recently diagnosed type 2 diabetes and a hemoglobin A1c <8 %. Service areas within an integrated healthcare delivery system were randomized to 1) usual care, 2) physician education on therapeutic inertia, and 3) physician education on therapeutic inertia paired with proactive outreach by a clinical pharmacist. The physician education sessions were offered to primary care providers working in the service areas randomized to Arm 2 and Arm 3, and proactive outreach by a clinical pharmacist was performed for patients of the providers in service areas randomized to Arm 3. Outcomes will be abstracted from the EHR at 6, 12, and 18 months following the physician education sessions. The primary outcome will be the proportion of patients with an HbA1c <7 % at each of the follow-up time points. Outcome abstraction and analyses will occur in late 2024. This trial seeks to rigorously evaluate care strategies that can shift stagnant type 2 diabetes outcomes. Our protocol, along with the pending results, may offer examples to other healthcare systems working to improve type 2 diabetes care.
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Affiliation(s)
- Thanh K Thai
- Kaiser Permanente San Francisco Medical Center, San Francisco, CA, United States of America
| | - Christine A Board
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America
| | - Joshua R Nugent
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America
| | - Jessica L Johnston
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America
| | - Esther Y Huynh
- Kaiser Permanente Daly City Medical Offices, Daly City, CA, United States of America
| | - Cindy Hanh Chen
- Kaiser Permanente San Francisco Medical Center, San Francisco, CA, United States of America
| | - Andy H Chan
- Kaiser Permanente Redwood City Medical Center, Redwood City, CA, United States of America
| | - Richard W Grant
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America
| | - Lisa K Gilliam
- Kaiser Permanente South San Francisco Medical Center, South San Francisco, CA, United States of America
| | - Anjali Gopalan
- Kaiser Permanente Northern California Division of Research, Pleasanton, CA, United States of America.
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Xia Q, Peng Q, Chen H, Zhang W. Cardiologists vs Endocrinologists in Glycemic Control for Coronary Artery Disease Patients with Type 2 Diabetes: A Cross-Sectional Study. J Multidiscip Healthc 2024; 17:5715-5723. [PMID: 39649367 PMCID: PMC11624691 DOI: 10.2147/jmdh.s494004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Accepted: 11/21/2024] [Indexed: 12/10/2024] Open
Abstract
Background The comorbidity of coronary artery disease (CAD) and type 2 diabetes mellitus (T2DM) presents significant challenges in clinical management, particularly regarding glycemic control. The clinical management of CAD complicated by T2DM requires coordinated glycemic control, as poor management can exacerbate cardiovascular risks and increase morbidity and mortality. While endocrinologists traditionally manage diabetes, cardiologists are increasingly involved due to the cardiovascular risks associated with poor glycemic control. This study explores the current practices of glycemic management by cardiologists and endocrinologists in patients with CAD and T2DM, focusing on treatment intensification in a Chinese hospital setting. Methods This cross-sectional study included 1,074 hospitalized patients with both CAD and T2DM, admitted to the Cardiology Department of Ruijin Hospital between January 2021 and December 2023. Data were retrospectively collected from electronic medical records, including demographic information, clinical characteristics, and treatment interventions. Patients were stratified by year, and differences in treatment strategies between cardiologists and endocrinologists were analyzed. Glycemic control was assessed using HbA1c levels, with treatment intensification defined by any adjustment in antidiabetic therapy and consideration for comprehensive cardiovascular risk factors. Results Endocrinologists were significantly more likely to initiate treatment intensification, especially in cases of severe hyperglycemia (HbA1c ≥9.0%), while cardiologists' role in glycemic management was limited, with a preference for outpatient endocrinology referrals over in-hospital adjustments. Despite improvements in glycemic control, the percentage of patients achieving comprehensive cardiovascular risk management targets remained low. Conclusion This study underscored the distinct yet complementary roles of cardiologists and endocrinologists in managing glycemic control among patients with CAD and T2DM, noting endocrinologists' more active involvement in treatment intensification. Future integrated care models should harness the unique expertise of both specialties to optimize patient outcomes, better address glycemic control needs, and enhance overall cardiovascular risk management in this high-risk patient population.
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Affiliation(s)
- Qin Xia
- Department of Pharmacy, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People’s Republic of China
| | - Qianwen Peng
- Department of Pharmacy, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People’s Republic of China
| | - Hefeng Chen
- Department of Pharmacy, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People’s Republic of China
| | - Weixia Zhang
- Department of Pharmacy, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, People’s Republic of China
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Bouchonville MF, Myaskovsky L, Leyva YL, Erhardt EB, Unruh ML, Arora S. Clinical Outcomes of Rural Patients with Diabetes Treated by ECHO-Trained Providers Versus an Academic Medical Center. J Gen Intern Med 2024; 39:2980-2986. [PMID: 38980465 PMCID: PMC11576679 DOI: 10.1007/s11606-024-08925-1] [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: 01/08/2024] [Accepted: 06/27/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND Despite clinical practice guidelines prioritizing cardiorenal risk reduction, national trends in diabetes outcomes, particularly in rural communities, do not mirror the benefits seen in clinical trials with emerging therapeutics and technologies. OBJECTIVE Project ECHO supports implementation of guidelines in under-resourced areas through virtual communities of practice, sharing of best practices, and case-based learning. We hypothesized that diabetes outcomes of patients treated by ECHO-trained primary care providers (PCPs) would be similar to those of patients treated by specialists at an academic medical center. DESIGN Specialists from the University of New Mexico (UNM) launched a weekly diabetes ECHO program to mentor dyads consisting of a PCP and community health worker at ten rural clinics. PARTICIPANTS We compared cardiorenal risk factor changes in patients with diabetes treated by ECHO-trained dyads to patients treated by specialists at the UNM Diabetes Comprehensive Care Center (DCCC). Eligible participants included adults with type 1 diabetes, type 2 diabetes on insulin, or diabetes of either type with A1c > 9%. MAIN MEASURES The primary outcome was change from baseline in A1c in the ECHO and DCCC cohorts. Secondary outcomes included changes in body mass index (BMI), blood pressure, cholesterol, and urine albumin to creatinine ratio (UACR). KEY RESULTS Compared to the DCCC cohort (n = 151), patients in the ECHO cohort (n = 856) experienced greater A1c reduction (-1.2% vs -0.6%; p = 0.02 for difference in difference). BMI decreased in the Endo ECHO cohort and increased in the DCCC cohort (-0.2 vs. +1.3 kg/m2; p = 0.003 for difference in difference). Diastolic blood pressure declined in the Endo ECHO cohort only. Improvements of similar magnitude were observed in low-density lipoprotein cholesterol in both groups. UACR remained stable in both groups. CONCLUSIONS ECHO may be a suitable intervention for improving diabetes outcomes in rural, under-resourced communities with limited access to a specialist.
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Affiliation(s)
- Matthew F Bouchonville
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA.
| | - Larissa Myaskovsky
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
- Center for Healthcare Equity in Kidney Disease, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Yuridia L Leyva
- Center for Healthcare Equity in Kidney Disease, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Erik B Erhardt
- Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM, USA
| | - Mark L Unruh
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Sanjeev Arora
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
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Schumacher JC, Mueller V, Sousa C, Peres KK, da Mata IR, Menezes RCR, Dal Bosco SM. The effect of oral supplementation of ginger on glycemic control of patients with type 2 diabetes mellitus - A systematic review and meta-analysis. Clin Nutr ESPEN 2024; 63:615-622. [PMID: 39053695 DOI: 10.1016/j.clnesp.2024.07.011] [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: 10/25/2023] [Revised: 06/07/2024] [Accepted: 07/13/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Ginger, a root originating in Southeast Asia, has several therapeutic benefits to human health, including antioxidant activity. Currently, there are discussions regarding the hypoglycemic properties of dietary supplements derived from its phenolic compounds in the management of chronic diseases. Diabetes mellitus is a chronic and complex disease that requires continuous treatment, with glycemic control being decisive in the management of hyperglycemia. AIM This systematic review and meta-analysis aimed to identify the effects of oral supplementation of ginger in the treatment of type 2 diabetes mellitus (T2DM) in patients undergoing randomized clinical trial studies. METHODS Across the PubMed, Scopus, and Web of Science databases, randomized controlled trials that examined the role of ginger in T2DM until January 2022 were systematically researched. The parameters used to assess T2DM treatment control were Fasting Blood Glucose (FBS) and glycated hemoglobin (HbA1c). Bias risk assessment of the studies was performed using the RoB 2.0 tool. Meta-analysis was performed considering data compatibility. RESULTS Five studies were included in the analysis. Capsules containing Zingiber officinale powder were supplemented twice a day. The dose ranged from 1.2 to 2g/day, and the intervention period ranged from 4 to 12 weeks. Meta-analysis results indicated no significant effect of ginger supplementation on FBS or HbA1c. However, individual studies reported mixed results, with two studies showing a significant reduction in FBS. This suggests that while ginger may have potential as an adjuvant therapy, its overall impact on glycemic control in T2DM is not statistically significant when results are pooled. CONCLUSION Currently published articles are still limited, requiring further studies of high methodological quality to verify the effectiveness of ginger supplementation on T2DM parameters control.
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Affiliation(s)
- Juliana Crystal Schumacher
- Undergraduate Nutrition Program, Federal University of Health Sciences of Porto Alegre (UFCSPA), Rio Grande do Sul, Brazil.
| | - Vanessa Mueller
- Undergraduate Nutrition Program, Federal University of Health Sciences of Porto Alegre (UFCSPA), Rio Grande do Sul, Brazil.
| | - Camila Sousa
- Undergraduate Nutrition Program, Federal University of Health Sciences of Porto Alegre (UFCSPA), Rio Grande do Sul, Brazil.
| | - Kathleen Krüger Peres
- Postgraduate Program in Nutrition Sciences, Federal University of Health Sciences of Porto Alegre (UFCSPA), Rio Grande do Sul, Brazil.
| | - Isabella Rosa da Mata
- Postgraduate Program in Nutrition Sciences, Federal University of Health Sciences of Porto Alegre (UFCSPA), Rio Grande do Sul, Brazil.
| | - Rafaella Camara Rocha Menezes
- Postgraduate Program in Nutrition Sciences, Federal University of Health Sciences of Porto Alegre (UFCSPA), Rio Grande do Sul, Brazil.
| | - Simone Morelo Dal Bosco
- Department of Nutrition, Federal University of Health Sciences of Porto Alegre (UFCSPA), Rio Grande do Sul, Brazil.
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Schumacher JC, Mueller V, Sousa C, Peres KK, da Mata IR, Menezes RCR, Dal Bosco SM. The effect of oral supplementation of ginger on glycemic control of patients with type 2 diabetes mellitus - A systematic review and meta-analysis. Clin Nutr ESPEN 2024; 63:615-622. [DOI: doi.org/10.1016/j.clnesp.2024.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2024]
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Musacchio N, Zilich R, Masi D, Baccetti F, Nreu B, Bruno Giorda C, Guaita G, Morviducci L, Muselli M, Ozzello A, Pisani F, Ponzani P, Rossi A, Santin P, Verda D, Di Cianni G, Candido R. A transparent machine learning algorithm uncovers HbA1c patterns associated with therapeutic inertia in patients with type 2 diabetes and failure of metformin monotherapy. Int J Med Inform 2024; 190:105550. [PMID: 39059083 DOI: 10.1016/j.ijmedinf.2024.105550] [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: 03/17/2024] [Revised: 07/07/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024]
Abstract
AIMS This study aimed to identify and categorize the determinants influencing the intensification of therapy in Type 2 Diabetes (T2D) patients with suboptimal blood glucose control despite metformin monotherapy. METHODS Employing the Logic Learning Machine (LLM), an advanced artificial intelligence system, we scrutinized electronic health records of 1.5 million patients treated in 271 diabetes clinics affiliated with the Italian Association of Medical Diabetologists from 2005 to 2019. Inclusion criteria comprised patients on metformin monotherapy with two consecutive mean HbA1c levels exceeding 7.0%. The cohort was divided into "inertia-NO" (20,067 patients with prompt intensification) and "inertia-YES" (13,029 patients without timely intensification). RESULTS The LLM model demonstrated robust discriminatory ability among the two groups (ROC-AUC = 0.81, accuracy = 0.71, precision = 0.80, recall = 0.71, F1 score = 0.75). The main novelty of our results is indeed the identification of two main distinct subtypes of therapeutic inertia. The first exhibited a gradual but steady HbA1c increase, while the second featured a moderate, non-uniform rise with substantial fluctuations. CONCLUSIONS Our analysis sheds light on the significant impact of HbA1c levels over time on therapeutic inertia in patients with T2D, emphasizing the importance of early intervention in the presence of specific HbA1c patterns.
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Affiliation(s)
- Nicoletta Musacchio
- AMD-AI National Group Coordinator, UOS Integrating Primary and Specialist Care, ASST Nord Milano, Via Filippo Carcano 17, 20149 Milan, Italy
| | - Rita Zilich
- Mix-x Partner, Via Circonvallazione 5, Ivrea (TO), Italy.
| | - Davide Masi
- Department of Experimental Medicine, Section of Medical Pathophysiology, Food Science and Endocrinology, Sapienza University of Rome, 00161 Rome, Italy.
| | - Fabio Baccetti
- ASL Nordovest Toscana. ASL Nordovest, Massa Carrara (MS), Italy.
| | - Besmir Nreu
- Diabetology Unit, Careggi Hospital, Largo G.A. Brambilla, 3, 50134 Florence (FI), Italy.
| | | | - Giacomo Guaita
- Diabetes and Endocrinology UNIT ASL SULCIS, Carbonia-Iglesias, Italy.
| | - Lelio Morviducci
- UOC Diabetologia e Dietologia, Ospedale S. Spirito - ASL Roma 1, Borgo Santo Spirito, Roma (RM), Italy.
| | - Marco Muselli
- Rulex Innovation Labs, Rulex Inc, Via Felice Romani 9/2, 16122 Genoa (GE), Italy.
| | - Alessandro Ozzello
- AMD regional past President, Gruppo nazionale AI AMD, Bruino, Torino (TO), Italy
| | | | - Paola Ponzani
- Diabetes and Metabolic Disease Unit ASL 4 Liguria, Chiavari (GE), Italy.
| | - Antonio Rossi
- IRCCS Ospedale Galeazzi-Sant'Ambrogio, 20149 Milan, Italy; Department of Biomedical and Clinical Sciences, Università di Milano, Milan, Italy.
| | | | - Damiano Verda
- Rulex Innovation Labs, Rulex Inc, Via Felice Romani 9/2, 16122 Genoa (GE), Italy.
| | - Graziano Di Cianni
- AMD Past President, Diabetes and Metabolic Diseases Unit, Health Local Unit Nord-West Tuscany, Livorno Hospital, Pad. 4 Viale Alfieri 36, Livorno (LI), Italy.
| | - Riccardo Candido
- AMD New President, Azienda Sanitaria Universitaria Giuliano Isontina, 34128 Trieste, Italy.
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Schumacher JC, Mueller V, Sousa C, Peres KK, da Mata IR, Menezes RCR, Dal Bosco SM. The effect of oral supplementation of ginger on glycemic control of patients with type 2 diabetes mellitus - A systematic review and meta-analysis. Clin Nutr ESPEN 2024; 63:615-622. [DOI: https:/doi.org/10.1016/j.clnesp.2024.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2024]
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Haluzik M, Taybani Z, Araszkiewicz A, Cerghizan A, Mankovsky B, Zuhdi A, Malecki M. Expert Opinion on Optimising Type 2 Diabetes Treatment Using Fixed-Ratio Combination of Basal Insulin and GLP-1 RA for Treatment Intensification and Simplification. Diabetes Ther 2024; 15:1673-1685. [PMID: 38935189 PMCID: PMC11263442 DOI: 10.1007/s13300-024-01610-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 06/06/2024] [Indexed: 06/28/2024] Open
Abstract
The management of type 2 diabetes (T2D) often necessitates treatment intensification, and sometimes simplification to achieve glycaemic targets and mitigate complications. This expert opinion paper evaluates the use and positioning of the fixed-ratio combinations (FRCs) of basal insulin (BI) and glucagon-like peptide 1 receptor agonists (GLP-1 RAs) in optimising T2D management. On the basis of the evidence presented and discussions, these FRCs offer a promising approach for both treatment intensification and simplification in people with suboptimal glucose control despite receiving various therapies. In treatment intensification, FRCs provide a synergistic effect by addressing multiple pathophysiological defects contributing to hyperglycaemia. These FRCs effectively control both fasting and postprandial glucose (PPG) excursions, offering significantly improved glycaemic control with a lower hypoglycaemia risk and weight neutrality compared to traditional or complex insulin regimens. Moreover, the reduced injection frequency (once daily) and flexibility in the dosing schedule (with any major meal of the day) help mitigate patient resistance to insulin initiation or titration. This further reduces treatment burden, facilitating treatment adherence and enhancing patient convenience. These key benefits of FRCs over complex insulin regimens play a crucial role in long-term glycaemic management and overall treatment outcomes. Hence, the timely use of FRCs in the treatment algorithm for people with T2D represents a valuable strategy for optimising glycaemic control, addressing treatment barriers and enhancing patient-reported outcomes.
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Affiliation(s)
- Martin Haluzik
- Diabetes Centre, Institute for Clinical and Experimental Medicine, Vídeňská 1958/9, 140 21, Prague 4, Czech Republic.
| | - Zoltan Taybani
- 1st Department of Endocrinology, Békés County Central Hospital, Dr Réthy Pál Member Hospital, Békécsaba, Hungary
| | - Aleksandra Araszkiewicz
- Department of Internal Medicine and Diabetology, Poznan University of Medical Sciences, Poznań, Poland
| | - Anca Cerghizan
- Diabetes Center, Emergency Country Hospital, Cluj-Napoca-Napoca, Romania
| | - Boris Mankovsky
- Department of Diabetology, National Healthcare University of Ukraine, Kiev, Ukraine
| | - Agbaria Zuhdi
- Clalit Health Services, Degani, Hadera, Israel
- Taybeh Specialist Doctor's Clinic, Taybeh, Israel
| | - Maciej Malecki
- Department of Metabolic Diseases, Jagiellonian University Medical College, Kraków, Poland
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Darer JD, Pesa J, Choudhry Z, Batista AE, Parab P, Yang X, Govindarajan R. Characterizing Myasthenia Gravis Symptoms, Exacerbations, and Crises From Neurologist's Clinical Notes Using Natural Language Processing. Cureus 2024; 16:e65792. [PMID: 39219871 PMCID: PMC11361825 DOI: 10.7759/cureus.65792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/29/2024] [Indexed: 09/04/2024] Open
Abstract
Background Myasthenia gravis (MG) is a rare, autoantibody neuromuscular disorder characterized by fatigable weakness. Real-world evidence based on administrative and structured datasets regarding MG may miss important details related to the clinical encounter. Examination of free-text clinical progress notes has the potential to illuminate aspects of MG care. Objective The primary objective was to examine and characterize neurologist progress notes in the care of individuals with MG regarding the prevalence of documentation of clinical subtypes, antibody status, symptomatology, and MG deteriorations, including exacerbations and crises. The secondary objectives were to categorize MG deteriorations into practical, objective states as well as examine potential sources of clinical inertia in MG care. Methods We performed a retrospective, cross-sectional analysis of de-identified neurologist clinical notes from 2017 to 2022. A qualitative analysis of physician descriptions of MG deteriorations and a discussion of risks in MG care (risk for adverse effects, risk for clinical decompensation, etc.) was performed. Results Of the 3,085 individuals with MG, clinical subtypes and antibody status identified included gMG (n = 400; 13.0%), ocular MG (n = 253; 8.2%), MG unspecified (2,432; 78.8%), seropositivity for acetylcholine receptor antibody (n = 441; 14.3%), and MuSK antibody (n = 29; 0.9%). The most common gMG manifestations were dysphagia (n = 712; 23.0%), dyspnea (n = 626; 20.3%), and dysarthria (n = 514; 16.7%). In MG crisis patients, documentation of difficulties with MG standard therapies was common (n = 62; 45.2%). The qualitative analysis of MG deterioration types includes symptom fluctuation, symptom worsening with treatment intensification, MG deterioration with rescue therapy, and MG crisis. Qualitative analysis of MG-related risks included the toxicity of new therapies and concern for worsening MG because of changing therapies. Conclusions This study of neurologist progress notes demonstrates the potential for real-world evidence generation in the care of individuals with MG. MG patients suffer fluctuating symptomatology and a spectrum of clinical deteriorations. Adverse effects of MG therapies are common, highlighting the need for effective, less toxic treatments.
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Affiliation(s)
| | - Jacqueline Pesa
- Real World Value and Evidence, Immunology, Janssen Scientific Affairs, Titusville, USA
| | - Zia Choudhry
- Rare Antibody Diseases, Janssen Scientific Affairs, Titusville, USA
| | | | - Purva Parab
- Biostatistics, Health Analytics, Clarksville, USA
| | - Xiaoyun Yang
- Biostatistics, Health Analytics, Clarksville, USA
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Rivera-Grimaldo LS, Cuadra-Minchan KS, Yovera-Aldana M. Prevalencia de neuropatía periférica dolorosa y asintomática de un programa de tamizaje para riesgo de pie diabético en un hospital público peruano. ACTA MEDICA PERUANA 2024; 41:92-102. [DOI: 10.35663/amp.2024.412.2894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
Objetivo: determinar la prevalencia de la neuropatía periférica (NP) dolorosa y asintomática en personas con diabetes mellitus tipo 2 (DM2) y sus características asociadas. Materiales y métodos: estudio transversal-descriptivo de pacientes del programa de pie en riesgo del Servicio de Endocrinología del Hospital Nacional María Auxiliadora (HMA). Se incluye a pacientes con DM2 atendidos entre el 2015 y el 2020. La definición de NP fue según el Consenso de Toronto, que considera la evaluación de tres componentes: síntomas, signos y reflejo aquíleo, calificando la certeza como posible y probable, según su combinación. Para la evaluación de síntomas se aplicó el puntaje total de síntomas (TTS, del inglés Total Symptom Score); para los signos se usó la prueba de monofilamento y se evaluó la sensibilidad vibratoria con diapasón de 128 Hz. La prevalencia de NP se calculó según sintomatología y la certeza del diagnóstico. Además, se describieron las características clínicas entre los grupos. Resultados: se incluyó a 1006 personas con una edad media de 60,5 años, de las cuales el 69,3% correspondió a mujeres. En aquellos que tenían al menos un criterio de Toronto (neuropatía posible y probable), un 60,5% presentó NP dolorosa y un 21,8% NP asintomática. Utilizando una mayor certeza diagnóstica, es decir, dos de tres criterios positivos (solo neuropatía probable), la prevalencia de NP dolorosa fue del 42,2% y la NP asintomática, 6,5%. Se establecieron cuatro grupos que presentaron distribuciones diferentes respecto a sexo, tiempo de diabetes, antecedente de úlcera, enfermedad arterial periférica y control glicémico. Conclusión: en pacientes del Servicio de Endocrinología del HMA, el 42,2 y el 6,5% presentaron una mayor certeza de presentar NP probable dolorosa y asintomática respectivamente. Se requiere estudios que confirmen la utilidad de estos criterios para estimar correctamente la carga de enfermedad.
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Hösli PS, Renström F, Laimer M, Cavelti-Weder C, Gastaldi G, Lehmann R, Brändle M. Assessing the use of sodium-glucose cotransporter 2 inhibitor in patients with type 2 diabetes mellitus and chronic kidney disease in tertiary care: a SwissDiab Study. BMJ Open Diabetes Res Care 2024; 12:e004108. [PMID: 38901857 PMCID: PMC11191727 DOI: 10.1136/bmjdrc-2024-004108] [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: 02/06/2024] [Accepted: 05/22/2024] [Indexed: 06/22/2024] Open
Abstract
INTRODUCTION The overall aim of this study was to evaluate the implementation of sodium-glucose cotransporter 2 inhibitors (SGLT2i) among patients in tertiary care with type 2 diabetes mellitus (T2DM) and chronic kidney disease (CKD). RESEARCH DESIGN AND METHODS The cross-sectional analysis was based on outpatients in tertiary diabetes care enrolled in the Swiss Diabetes Registry with T2DM and a study visit January 1, 2020-March 31, 2021. Prevalence of CKD was ascertained as an estimated glomerular filtration rate <60 mL/min/1.73 m2 and/or persistent albuminuria as defined by Kidney Disease Improving Global Outcomes, and the proportion of patients prescribed SGLT2i was determined. Documented reasons for non-treatment with SGLT2i were extracted by a retrospective review of the medical records. RESULTS Of 368 patients with T2DM, 1.1% (n=4) were excluded due to missing data. Of the remaining 364 patients, 47.3% (n=172) had CKD of which 32.6% (n=56) were prescribed SGLT2i. The majority (75%) of these patients were on treatment already in 2018, before the renoprotective effects of SGLT2i were established. Among the 116 patients without SGLT2i, 19.0% had known contraindications, 9.5% stopped treatment due to adverse events, 5.2% had other reasons, and no underlying reason for non-treatment could be identified for 66.4%. CONCLUSIONS A divergence between recommended standard of care and implementation in daily clinical practice was observed. Although treatment should always consider patient-specific circumstances, the results highlight the need to reinforce current treatment recommendations to ensure patients benefit from the best available care.
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Affiliation(s)
- Pascale Sharon Hösli
- Endokrinologie, Diabetologie, Osteologie und Stoffwechselerkrankungen, Kantonsspital St Gallen, St Gallen, Switzerland
| | - Frida Renström
- Endokrinologie, Diabetologie, Osteologie und Stoffwechselerkrankungen, Kantonsspital St Gallen, St Gallen, Switzerland
| | - Markus Laimer
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital University Hospital Bern, Bern, Switzerland
| | - Claudia Cavelti-Weder
- Endokrinologie, Diabetologie und Klinische Ernährung, UniversitätsSpital Zürich, Zurich, Switzerland
| | - Giacomo Gastaldi
- DiaCentre Maison Du Diabète, Hirslanden Hill Clinic, Chêne-Bougeries, Switzerland
- Department of Medical Specializations, Diabetology, Geneva University Hospitals, Geneva, Switzerland
| | - Roger Lehmann
- Endokrinologie, Diabetologie und Klinische Ernährung, UniversitätsSpital Zürich, Zurich, Switzerland
| | - Michael Brändle
- Endokrinologie, Diabetologie, Osteologie und Stoffwechselerkrankungen, Kantonsspital St Gallen, St Gallen, Switzerland
- Allgemeine Innere Medizin/Hausarztmedizin und Notfallmedizin, Kantonsspital St Gallen, St Gallen, Switzerland
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Fetzner JT, Blanchette JE, Ozturk RA, Neeland IJ, Pronovost PJ, Hatipoglu B. Redesigning Diabetes Care for Treatment Inertia: A Population Health Model. Popul Health Manag 2024; 27:97-104. [PMID: 38574324 DOI: 10.1089/pop.2023.0261] [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] [Indexed: 04/06/2024] Open
Abstract
In the past 2 decades, health care has witnessed technological and pharmacological advancements leading to innovations in diabetes management. Despite these advances, published guidelines, and treatment algorithms, most people with diabetes remain above glycemic targets. Thus, the authors designed a novel care model aimed at improving several causative factors, including therapeutic inertia, limited access to endocrinology and cardiovascular specialists, time constraints, and complexity in incorporating clinical practice guidelines. The model involves collaboration between the diabetes specialty team and primary care providers (PCPs). The intervention reviewed uncontrolled diabetes data and the patient's electronic medical record (EMR) and sent personalized, evidence-based recommendations to the provider using the task function in the EMR. Other services (eg, diabetes education) were utilized to optimize patient care to achieve optimal glycemic targets and address cardiometabolic risk. The overall mean hemoglobin A1c (HbA1c) decreased pre-post intervention by almost 1%, and 52.1% (347 of 666) of the cohort had ≥-0.5% change in HbA1c post-intervention. All pathways exhibited a decrease in HbA1c. Team-based approaches to managing diabetes patient care were the most effective. The interventions effectively utilized the resources across the health system without placing additional load or burden on primary care or diabetes specialty care teams. In the future, the authors hope to address the limitations of the current gap caused by increasing diabetes numbers, decreasing availability of PCPs and endocrinologists, and fee-for-service models using the innovative specialty consultant-primary care connection and knowledge exchange offered by this novel model, which can only be sustained with payer's support.
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Affiliation(s)
- Jillian T Fetzner
- Diabetes & Metabolic Care Center, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Julia E Blanchette
- Diabetes & Metabolic Care Center, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Ronya A Ozturk
- Internal Medicine, St. Elizabeth's Medical Center, Boston, Massachusetts, USA
- University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Ian J Neeland
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Peter J Pronovost
- University Hospitals Health System, Shaker Heights, Ohio, USA
- Case Western Reserve University School of Medicine, Francis Payne Bolton School of Nursing, and Weatherhead School of Management, Cleveland, Ohio, USA
| | - Betul Hatipoglu
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Department of Medicine, Diabetes & Metabolic Care Center, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
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Hollander PA, Krause-Steinrauf H, Butera NM, Kazemi EJ, Ahmann AJ, Fattaleh BN, Johnson ML, Killean T, Lagari VS, Larkin ME, Legowski EA, Rasouli N, Willis HJ, Martin CL. The Use of Rescue Insulin in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). Diabetes Care 2024; 47:638-645. [PMID: 37756542 PMCID: PMC10973913 DOI: 10.2337/dc23-0516] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 07/18/2023] [Indexed: 09/29/2023]
Abstract
OBJECTIVE To describe rescue insulin use and associated factors in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). RESEARCH DESIGN AND METHODS GRADE participants (type 2 diabetes duration <10 years, baseline A1C 6.8%-8.5% on metformin monotherapy, N = 5,047) were randomly assigned to insulin glargine U-100, glimepiride, liraglutide, or sitagliptin and followed quarterly for a mean of 5 years. Rescue insulin (glargine or aspart) was to be started within 6 weeks of A1C >7.5%, confirmed. Reasons for delaying rescue insulin were reported by staff-completed survey. RESULTS Nearly one-half of GRADE participants (N = 2,387 [47.3%]) met the threshold for rescue insulin. Among participants assigned to glimepiride, liraglutide, or sitagliptin, rescue glargine was added by 69% (39% within 6 weeks). Rescue aspart was added by 44% of glargine-assigned participants (19% within 6 weeks) and by 30% of non-glargine-assigned participants (14% within 6 weeks). Higher A1C values were associated with adding rescue insulin. Intention to change health behaviors (diet/lifestyle, adherence to current treatment) and not wanting to take insulin were among the most common reasons reported for not adding rescue insulin within 6 weeks. CONCLUSIONS Proportionately, rescue glargine, when required, was more often used than rescue aspart, and higher A1C values were associated with greater rescue insulin use. Wanting to use noninsulin strategies to improve glycemia was commonly reported, although multiple factors likely contributed to not using rescue insulin. These findings highlight the persistent challenge of intensifying type 2 diabetes treatment with insulin, even in a clinical trial.
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Affiliation(s)
| | - Heidi Krause-Steinrauf
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Nicole M. Butera
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Erin J. Kazemi
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | | | | | - Mary L. Johnson
- International Diabetes Center at Park Nicollet, Minneapolis, MN
| | - Tina Killean
- Southwestern American Indian Center, Phoenix, AZ
| | | | | | - Elizabeth A. Legowski
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Neda Rasouli
- University of Colorado, School of Medicine, and VA Eastern Colorado Health Care System, Aurora, CO
| | - Holly J. Willis
- International Diabetes Center at Park Nicollet, Minneapolis, MN
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Rodriguez P, San Martin VT, Pantalone KM. Therapeutic Inertia in the Management of Type 2 Diabetes: A Narrative Review. Diabetes Ther 2024; 15:567-583. [PMID: 38272993 PMCID: PMC10942954 DOI: 10.1007/s13300-024-01530-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 01/05/2024] [Indexed: 01/27/2024] Open
Abstract
Adequate glycemic control is key to prevent morbi-mortality from type 2 diabetes (T2D). Despite the increasing availability of novel, effective, and safe medications for the treatment of T2D, and periodically updated guidelines on its management, the overall rate of glycemic goal attainment remains low (around 50%) and has not improved in the past decade. Therapeutic inertia (TI), defined as the failure to advance or de-intensify medical therapy when appropriate to do so, has been identified as a central contributor to the lack of progress in the rates of HbA1c goal attainment. The time to treatment intensification in patients not meeting glycemic goals has been estimated to be between 1 and 7 years from the time HbA1c exceeded 7%, and often, even when an intervention is carried out, it proves insufficient to achieve glycemic goals, which led to the concept of intensification inertia. Therefore, finding strategies to overcome all forms of TI in the management of T2D is a fundamental initiative, likely to have an enormous impact in health outcomes for people with T2D. There are several factors that have been described in the literature leading to TI, including clinician-related, patient-related, and healthcare system-related factors, which are discussed in this review. Likewise, several interventions addressing TI had been tested, most of them proving limited efficacy. Within the most effective interventions, there appear to be two common factors. First, they involve a team-based effort, including nurses, pharmacists, and diabetes educators. Second, they were built upon a framework based on results of qualitative studies conducted in the same context where they were later implemented, as will be discussed in this article. Given the complex nature of TI, it is crucial to use a research method that allows for an in-depth understanding of the phenomenon. Most of the literature on TI is focused on quantitatively describing its consequences; unfortunately, however, not many study groups have undertaken qualitative studies to deeply investigate the drivers of TI in their diverse contexts. This is particularly true in the United States, where there is an abundance of publications exploring the effects of different strategies to overcome TI in type 2 diabetes, but a severe shortage of qualitative studies aiming to truly understand the phenomenon.
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Affiliation(s)
- Paloma Rodriguez
- Endocrinology and Metabolism Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk F-20, Cleveland, Ohio, 44195, USA
| | - Vicente T San Martin
- Department of Endocrinology and Diabetes, Macromedica Dominicana, Santo Domingo, Dominican Republic
| | - Kevin M Pantalone
- Endocrinology and Metabolism Institute, Cleveland Clinic, 9500 Euclid Avenue, Desk F-20, Cleveland, Ohio, 44195, USA.
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Tourkmani AM, Alharbi TJ, Rsheed AMB, Alotaibi AF, Aleissa MS, Alotaibi S, Almutairi AS, Thomson J, Alshahrani AS, Alroyli HS, Almutairi HM, Aladwani MA, Alsheheri ER, Sati HS, Aljuaid B, Algarzai AS, Alabood A, Bushnag RA, Ghabban W, Albaik M, Aldahan S, Redda D, Almalki A, Almousa N, Aljehani M, Alrasheedy AA. A Hybrid Model of In-Person and Telemedicine Diabetes Education and Care for Management of Patients with Uncontrolled Type 2 Diabetes Mellitus: Findings and Implications from a Multicenter Prospective Study. TELEMEDICINE REPORTS 2024; 5:46-57. [PMID: 38469168 PMCID: PMC10927235 DOI: 10.1089/tmr.2024.0003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 01/23/2024] [Indexed: 03/13/2024]
Abstract
Background Patients with uncontrolled type 2 diabetes mellitus (T2DM) require close follow-up, support, and education to achieve glycemic control, especially during the initiation or intensification of insulin therapy and self-care management. This study aimed to describe and evaluate the impact of implementing a hybrid model of in-person and telemedicine care and education on glycemic control for patients with uncontrolled T2DM (hemoglobin A1c [HbA1c] ≥9%) during the coronavirus disease pandemic. Methods This prospective multicenter-cohort pre-/post-intervention study was conducted on patients with uncontrolled T2DM. This study included three chronic illness centers affiliated with the Family and Community Medicine Department at Prince Sultan Military Medical City in Riyadh, Saudi Arabia. A hybrid model of in-person (onsite) and telemedicine care and education was developed. This involved implementing initial in-person care at the physicians' clinic and initial in-person education at the diabetes education clinic, followed by telemedicine services of tele-follow-ups, support, and education for an average 4-month follow-up period. Results Of the enrolled 181 patients, more than half of the participants were women (n = 103, 56.9%). The mean age of participants (standard deviation) was 58.64 ± 11.23 years and the mean duration of diabetes mellitus was 13.80 ± 8.55 years. The majority of the patients (n = 144; 79.6%) were on insulin therapy. Overall, in all three centers, the hybrid model had significantly reduced HbA1c from 10.47 ± 1.23% to 7.87 ± 1.59% (mean difference of reduction 2.59% [95% confidence interval (CI) = 2.34-2.85%], p < 0.001). At the level of each center, HbA1c was reduced significantly with mean differences of 3.17% (95% CI = 2.81-3.53%), 2.49% (95% CI = 1.92-3.06%), and 2.16% (95% CI = 1.76-2.57%) at centers A, B, and C, respectively (all p < 0.001). Conclusion The findings showed that the hybrid model of in-person and telemedicine care and education effectively managed uncontrolled T2DM. Consequently, the role of telemedicine in diabetes management could be further expanded as part of routine diabetes care in primary settings to achieve better glycemic control and minimize nonessential in-person visits when appropriate.
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Affiliation(s)
- Ayla M. Tourkmani
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Turki J. Alharbi
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Abdulaziz M. Bin Rsheed
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Azzam F. Alotaibi
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Mohammed S. Aleissa
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Sultan Alotaibi
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Amal S. Almutairi
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Jancy Thomson
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Ahlam S. Alshahrani
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Hadil S. Alroyli
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Hend M. Almutairi
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Mashael A. Aladwani
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Eman R. Alsheheri
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Hyfaa Salaheldin Sati
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Budur Aljuaid
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | | | - Abood Alabood
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Reuof A. Bushnag
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Wala Ghabban
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Muhammed Albaik
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Salah Aldahan
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Dalia Redda
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Ahmed Almalki
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Noura Almousa
- Family and Community Medicine Department, Chronic Illness Center, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | | | - Alian A. Alrasheedy
- Department of Pharmacy Practice, College of Pharmacy, Qassim University, Qassim, Saudi Arabia
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Yi TW, O’Hara DV, Smyth B, Jardine MJ, Levin A, Morton RL. Identifying Barriers and Facilitators for Increasing Uptake of Sodium-Glucose Cotransporter-2 (SGLT2) Inhibitors in British Columbia, Canada, using the Consolidated Framework for Implementation Research. Can J Kidney Health Dis 2023; 11:20543581231217857. [PMID: 38161391 PMCID: PMC10757432 DOI: 10.1177/20543581231217857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 11/01/2023] [Indexed: 01/03/2024] Open
Abstract
Background Care gaps remain in modern health care despite the availability of robust, evidence-based medications. Although sodium-glucose cotransporter-2 (SGLT2) inhibitors have demonstrated profound benefits in improving both cardiovascular and kidney outcomes in patients, the uptake of these medications remain suboptimal, and the causes have not been systematically explored. Objective The purpose of this study was to use the Consolidated Framework for Implementation Research (CFIR) to describe the barriers and facilitators faced by clinicians in British Columbia, Canada, when prescribing an SGLT2 inhibitor. To achieve this, we conducted semistructured interviews using the CFIR with practicing family physicians, nephrologists, endocrinologists, and cardiologists in British Columbia. Design Semistructured interviews. Setting British Columbia, Canada. Participants Actively practicing family physicians, nephrologists, endocrinologists, and cardiologists in British Columbia. Methods Twenty-one clinicians were interviewed using questions derived from the CFIR. The audio recordings were transcribed verbatim, and each transcription was individually analyzed in duplicate using thematic analysis. The analysis focused on identifying barriers and facilitators to using SGLT2 inhibitors in clinical practice and coded using the CFIR constructs. Once the transcriptions were coded, overarching themes were created. Results Five overarching themes were identified to the barriers and facilitators to using SGLT2 inhibitors: current perceptions and beliefs, clinician factors, patient factors, medication factors, and health care system factors. The current perceptions and beliefs were that SGLT2 inhibitors are efficacious and have distinct advantages over other agents but are underutilized in British Columbia. Clinician factors included varying levels of knowledge of and comfort in prescribing SGLT2 inhibitors, and patient factors included intolerable adverse events and additional pill burden, but many were enthusiastic about potential benefits. Multiple SGLT2 inhibitor related adverse events like mycotic infections and euglycemic diabetic ketoacidosis and the difficulty in obtaining reimbursement for these medications were also identified as a barrier to prescribing these medications. Facilitators for the use of SGLT2 inhibitors included consensus among colleagues, influential leaders, and peers in support of their use, and endorsement by national guidelines. Limitations The experience from the clinicians regarding costs and the reimbursement process is limited to British Columbia as each province has its own procedures. There may be responder bias as clinicians were approached through purposive sampling. Conclusion This study highlights different themes to the barriers and facilitators of using SGLT2 inhibitors in British Columbia. The identification of these barriers provides a specific target for improvement, and the facilitators can be leveraged for the increased use of SGLT2 inhibitors. Efforts to address and optimize these barriers and facilitators in a systematic approach may lead to an increase in the use of these efficacious medications.
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Affiliation(s)
- Tae Won Yi
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
- National Health and Medical Research Council Clinical Trials Centre, The University of Sydney, Camperdown, NSW, Australia
- Division of Nephrology, The University of British Columbia, Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Daniel V. O’Hara
- National Health and Medical Research Council Clinical Trials Centre, The University of Sydney, Camperdown, NSW, Australia
- Department of Renal Medicine, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Brendan Smyth
- National Health and Medical Research Council Clinical Trials Centre, The University of Sydney, Camperdown, NSW, Australia
- Department of Renal Medicine, St George Hospital, Kogarah, NSW, Australia
| | - Meg J. Jardine
- National Health and Medical Research Council Clinical Trials Centre, The University of Sydney, Camperdown, NSW, Australia
- Department of Nephrology, Concord Repatriation General Hospital, Sydney, Australia
| | - Adeera Levin
- Division of Nephrology, The University of British Columbia, Vancouver, Canada
| | - Rachael L. Morton
- National Health and Medical Research Council Clinical Trials Centre, The University of Sydney, Camperdown, NSW, Australia
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Nayak A, Vakili S, Nayak K, Nikolov M, Chiu M, Sosseinheimer P, Talamantes S, Testa S, Palanisamy S, Giri V, Schulman K. Use of Voice-Based Conversational Artificial Intelligence for Basal Insulin Prescription Management Among Patients With Type 2 Diabetes: A Randomized Clinical Trial. JAMA Netw Open 2023; 6:e2340232. [PMID: 38039007 PMCID: PMC10692866 DOI: 10.1001/jamanetworkopen.2023.40232] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 09/17/2023] [Indexed: 12/02/2023] Open
Abstract
Importance Optimizing insulin therapy for patients with type 2 diabetes can be challenging given the need for frequent dose adjustments. Most patients receive suboptimal doses and do not achieve glycemic control. Objective To examine whether a voice-based conversational artificial intelligence (AI) application can help patients with type 2 diabetes titrate basal insulin at home to achieve rapid glycemic control. Design, Setting, and Participants In this randomized clinical trial conducted at 4 primary care clinics at an academic medical center from March 1, 2021, to December 31, 2022, 32 adults with type 2 diabetes requiring initiation or adjustment of once-daily basal insulin were followed up for 8 weeks. Statistical analysis was performed from January to February 2023. Interventions Participants were randomized in a 1:1 ratio to receive basal insulin management with a voice-based conversational AI application or standard of care. Main Outcomes and Measures Primary outcomes were time to optimal insulin dose (number of days needed to achieve glycemic control), insulin adherence, and change in composite survey scores measuring diabetes-related emotional distress and attitudes toward health technology and medication adherence. Secondary outcomes were glycemic control and glycemic improvement. Analysis was performed on an intent-to-treat basis. Results The study population included 32 patients (mean [SD] age, 55.1 [12.7] years; 19 women [59.4%]). Participants in the voice-based conversational AI group more quickly achieved optimal insulin dosing compared with the standard of care group (median, 15 days [IQR, 6-27 days] vs >56 days [IQR, >29.5 to >56 days]; a significant difference in time-to-event curves; P = .006) and had better insulin adherence (mean [SD], 82.9% [20.6%] vs 50.2% [43.0%]; difference, 32.7% [95% CI, 8.0%-57.4%]; P = .01). Participants in the voice-based conversational AI group were also more likely than those in the standard of care group to achieve glycemic control (13 of 16 [81.3%; 95% CI, 53.7%-95.0%] vs 4 of 16 [25.0%; 95% CI, 8.3%-52.6%]; difference, 56.3% [95% CI, 21.4%-91.1%]; P = .005) and glycemic improvement, as measured by change in mean (SD) fasting blood glucose level (-45.9 [45.9] mg/dL [95% CI, -70.4 to -21.5 mg/dL] vs 23.0 [54.7] mg/dL [95% CI, -8.6 to 54.6 mg/dL]; difference, -68.9 mg/dL [95% CI, -107.1 to -30.7 mg/dL]; P = .001). There was a significant difference between the voice-based conversational AI group and the standard of care group in change in composite survey scores measuring diabetes-related emotional distress (-1.9 points vs 1.7 points; difference, -3.6 points [95% CI, -6.8 to -0.4 points]; P = .03). Conclusions and Relevance In this randomized clinical trial of a voice-based conversational AI application that provided autonomous basal insulin management for adults with type 2 diabetes, participants in the AI group had significantly improved time to optimal insulin dose, insulin adherence, glycemic control, and diabetes-related emotional distress compared with those in the standard of care group. These findings suggest that voice-based digital health solutions can be useful for medication titration. Trial Registration ClinicalTrials.gov Identifier: NCT05081011.
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Affiliation(s)
- Ashwin Nayak
- Division of Hospital Medicine, Stanford University School of Medicine, Stanford, California
| | - Sharif Vakili
- Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, California
| | - Kristen Nayak
- Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, California
| | - Margaret Nikolov
- Clinical Excellence Research Center, Stanford University School of Medicine, Stanford, California
| | - Michelle Chiu
- Division of Hospital Medicine, Stanford University School of Medicine, Stanford, California
| | | | - Sarah Talamantes
- Department of Medicine, Stanford University, Stanford, California
| | - Stefano Testa
- Department of Medicine, Stanford University, Stanford, California
| | | | - Vinay Giri
- Department of Medicine, Stanford University, Stanford, California
| | - Kevin Schulman
- Clinical Excellence Research Center, Stanford University School of Medicine, Stanford, California
- Graduate School of Business, Stanford University, Stanford, California
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Deshmukh V, Chaudhury T, Chadha M, Chawla M, Mukherjee S, Pitale S, Basu D, Gadekar A, Menon S, Trivedi C, Salvi V, Ramakrishnan S, Goyal G. LIVE INDIA: Effectiveness of Gla-100 in a Post hoc Pooled Analysis of FINE ASIA and GOAL Registries. Diabetes Ther 2023; 14:2075-2088. [PMID: 37789213 PMCID: PMC10597908 DOI: 10.1007/s13300-023-01469-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 08/31/2023] [Indexed: 10/05/2023] Open
Abstract
INTRODUCTION Real-world evidence on insulin glargine 100 U/ml (Gla-100) initiation in Indian type 2 diabetes mellitus (T2DM) individuals is limited. The present study aimed to evaluate the effectiveness of Gla-100 in insulin-naïve T2DM participants from India. METHODS This post hoc analysis includes real-world data of insulin-naïve Indian participants with T2DM who started Gla-100 treatment in two Asian registries: FINE ASIA and GOAL. Changes in glycated hemoglobin (HbA1c), fasting plasma glucose (FPG), body weight, insulin dose, and incidence of hypoglycemia from baseline to 6 months were assessed. RESULTS A total of 955 participants with T2DM were identified and analyzed. The mean [standard deviation (SD)] age and duration of diabetes were 54.7 (9.8) years and 9.8 (6.3) years, respectively. Mean HbA1c and FPG were significantly reduced after 6 months of Gla-100 treatment [- 2.07 (1.4) %; - 94.4 (65.2) mg/dl, respectively]. HbA1c targets of < 7.0% and < 7.5% were achieved by 292 (30.6%) and 589 (61.7%) study participants, respectively. The overall incidence of hypoglycemia was low (n = 52; 5.4%); only two participants (0.2%) reported severe hypoglycemia. Insulin was titrated with a mean (SD) increment of 2.5 (5.6) U/day after 6 months, leading to a mean Gla-100 dose of 18.2 (8.9) U/day. Mean body weight remained unchanged from baseline to 6 months (- 0.1 kg). CONCLUSION In routine clinical practice, Gla-100 significantly improved glycemic parameters after 6 months of treatment with a low risk of hypoglycemia and no weight change in participants with T2DM.
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Affiliation(s)
- Vaishali Deshmukh
- Deshmukh Clinic and Research Centre, Second Floor, Pinnacle Prestige, Landmark: Next to Durvankur Hotel, Near Cosmos Bank, Tilak Road, Pantancha Gate, Sadashiv Peth, Pune, Maharashtra, 411030, India.
| | | | - Manoj Chadha
- P.D. Hinduja Hospital and Research Centre, Mumbai, India
| | | | | | | | | | | | | | | | | | | | - Ghanshyam Goyal
- S K Diabetes Research and Education Centre, S V S Marwari Hospital Campus, Kolkata, India
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20
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Hota B, Stein B. The Coming Health Care Transformation: Empowered Patients and Better Value. Popul Health Manag 2023; 26:209-210. [PMID: 37590083 DOI: 10.1089/pop.2023.0123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/18/2023] Open
Affiliation(s)
- Bala Hota
- Tendo Systems, Inc., Hinsdale, Illinois, USA
| | - Brian Stein
- Department of Medicine, Rush University Medical Center, Rush Health, Chicago, Illinois, USA
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21
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Chen J, Fan L, Maughn K, Rey GG, Liu Y, Nelson DR, Hood RC. Trajectory of glycated haemoglobin over time, using real-world data, in type 2 diabetes patients with obesity on a U-100 basal-bolus insulin regimen. Diabetes Obes Metab 2023; 25:1677-1687. [PMID: 36799018 DOI: 10.1111/dom.15022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 02/08/2023] [Accepted: 02/12/2023] [Indexed: 02/18/2023]
Abstract
AIMS To identify patient clusters with poor glucose control among type 2 diabetes mellitus (T2DM) patients with obesity who are receiving basal-bolus insulin and to identify the potential therapeutic inertia factors associated with poor control. METHODS Glycated haemoglobin (HbA1c) trajectories across a 3-year period were structured at 6-month intervals for a retrospective cohort of T2DM patients with obesity on basal-bolus insulin from the Veterans' Health Administration database. Based on each patient's longitudinal HbA1c features, an unsupervised clustering procedure was used to determine the numbers of clusters and associated trajectory patterns. Multinomial logistic regression was used to examine the association between HbA1c trajectory clusters and patient characteristics/treatment patterns. RESULTS A total of 51 273 patients were included, of whom 11.2% were in a subgroup with persistent missingness of HbA1c values. For those with sufficient HbA1c observations, cluster analysis indicated six distinct HbA1c trajectories: stable low (35.8%); stable high (20.8%); descending low (10.5%); ascending low (10.2%); descending high (5.7%); and ascending high (5.7%). Being of Black ethnicity, not initiating noninsulin antihyperglycaemic agents (sodium-glucose cotransporter-2 inhibitors, glucagon-like peptide-1 receptor agonists or thiazolidinediones) or concentrated insulin, low adherence (measured by proportion of days covered), and reduced insulin prescription refills were factors associated with poorer HbA1c clusters; similar factors were associated with persistent HbA1c missingness. CONCLUSION The present study found the potential for therapeutic inertia among a significant proportion of T2DM patients with obesity on basal-bolus insulin. Subgrouping T2DM patients based on HbA1c missingness and HbA1c trajectories can inform disease management strategies.
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Affiliation(s)
- Jieling Chen
- Value, Evidence, and Outcomes | Real World Analytics, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Ludi Fan
- Value, Evidence, and Outcomes | Real World Analytics, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Keisha Maughn
- Real World Evidence, STATinMED Research, Plano, Texas, USA
| | - Gabriel G Rey
- Real World Evidence, STATinMED Research, Plano, Texas, USA
| | - Yi Liu
- Real World Evidence, STATinMED Research, Plano, Texas, USA
| | - David R Nelson
- Value, Evidence, and Outcomes | Real World Analytics, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Robert C Hood
- Endocrine Clinic of Southeast Texas, Beaumont, Texas, USA
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22
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Chew BH, Mohd-Yusof BN, Lai PSM, Khunti K. Overcoming Therapeutic Inertia as the Achilles' Heel for Improving Suboptimal Diabetes Care: An Integrative Review. Endocrinol Metab (Seoul) 2023; 38:34-42. [PMID: 36792353 PMCID: PMC10008655 DOI: 10.3803/enm.2022.1649] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/06/2023] [Indexed: 02/17/2023] Open
Abstract
The ultimate purpose of diabetes care is achieving the outcomes that patients regard as important throughout the life course. Despite advances in pharmaceuticals, nutraceuticals, psychoeducational programs, information technologies, and digital health, the levels of treatment target achievement in people with diabetes mellitus (DM) have remained suboptimal. This clinical care of people with DM is highly challenging, complex, costly, and confounded for patients, physicians, and healthcare systems. One key underlying problem is clinical inertia in general and therapeutic inertia (TI) in particular. TI refers to healthcare providers' failure to modify therapy appropriately when treatment goals are not met. TI therefore relates to the prescribing decisions made by healthcare professionals, such as doctors, nurses, and pharmacists. The known causes of TI include factors at the level of the physician (50%), patient (30%), and health system (20%). Although TI is often multifactorial, the literature suggests that 28% of strategies are targeted at multiple levels of causes, 38% at the patient level, 26% at the healthcare professional level, and only 8% at the healthcare system level. The most effective interventions against TI are shorter intervals until revisit appointments and empowering nurses, diabetes educators, and pharmacists to review treatments and modify prescriptions.
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Affiliation(s)
- Boon-How Chew
- Department of Family Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Malaysia
- Clinical Research Unit, Hospital Pengajar Universiti Putra Malaysia (HPUPM Teaching Hospital), Persiaran MARDI-UPM, Malaysia
- Corresponding author: Boon-How Chew Department of Family Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia Tel: +60-039769-9763, E-mail:
| | - Barakatun-Nisak Mohd-Yusof
- Department of Dietetics, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia
| | - Pauline Siew Mei Lai
- Department of Primary Care Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Kamlesh Khunti
- National Institute for Health Research Applied Research Collaboration East Midlands, Leicester Diabetes Centre, UK
- Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
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Boeder S, Matamoros D, Mansy C. Practical Guidance for Healthcare Providers on Collaborating with People with Type 2 Diabetes: Advancing Treatment and Initiating Injectable Therapy. Diabetes Ther 2023; 14:425-446. [PMID: 36520406 PMCID: PMC9943835 DOI: 10.1007/s13300-022-01330-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 10/25/2022] [Indexed: 12/23/2022] Open
Abstract
Type 2 diabetes (T2D) progresses over time, and to achieve and maintain adequate glucose control, many people eventually require injectable therapies such as insulin. However, there can be significant barriers to the initiation of these medications, both from people living with T2D and from healthcare practitioners (HCPs). Misconceptions and misinformation relating to the potential risks and benefits of injectable therapies are common and can contribute to negative perceptions regarding their use. Additionally, HCPs are often unaware of the emotional burden associated with T2D. In particular, diabetes distress is a key contributory factor that needs to be addressed to alleviate fears before diabetes education can be successful. The onus is often on the HCP to initiate effective, individualized communication with each patient and make that person feel an active and equal participant in the management of their T2D. Shared decision-making has been demonstrated to improve understanding of the pathophysiology and treatment options, to increase risk awareness, adherence, and persistence, and to improve self-management behaviors (e.g., exercise, self-care) and patient satisfaction. While therapeutic inertia can result from both patient and HCP, HCPs need to bear the responsibility for escalating therapy when necessary. A proactive approach by the HCP, combined with shared decision-making and a patient-centric approach, are important for optimal T2D management; therefore, an open and effective relationship between the HCP and the person living with T2D is essential. This article is written by a person with T2D, a nurse practitioner/Certified Diabetes Care and Education Specialist, and a clinical endocrinologist, with the goal of providing a holistic view of the management experience, exploring patient needs and expectations, recognizing and avoiding HCP and patient barriers, and providing practical advice to HCPs to empower patients who would benefit from injectable therapy.Infographic and video abstract available for this article.
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Affiliation(s)
- Schafer Boeder
- Division of Endocrinology and Metabolism, Altman Clinical and Translational Research Institute, University of California San Diego, La Jolla, CA, USA.
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Benning TJ, Heien HC, McCoy RG. Evolution of Clinical Complexity, Treatment Burden, Health Care Use, and Diabetes-Related Outcomes Among Commercial and Medicare Advantage Plan Beneficiaries With Diabetes in the U.S., 2006-2018. Diabetes Care 2022; 45:2299-2308. [PMID: 35926104 PMCID: PMC9643151 DOI: 10.2337/dc21-2623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 06/18/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To characterize trends in clinical complexity, treatment burden, health care use, and diabetes-related outcomes among adults with diabetes. RESEARCH DESIGN AND METHODS We used a nationwide claims database to identify enrollees in commercial and Medicare Advantage plans who met claims criteria for diabetes between 1 January 2006 and 31 March 2019 and to quantify annual trends in clinical complexity (e.g., active health conditions), treatment burden (e.g., medications), health care use (e.g., ambulatory, emergency department [ED], and hospital visits), and diabetes-related outcomes (e.g., hemoglobin A1c [HbA1c] levels) between 2006 and 2018. RESULTS Among 1,470,799 commercially insured patients, the proportion with ≥10 active health conditions increased from 33.3% (95% CI 33.1-33.4) in 2006 to 38.9% (38.8-39.1) in 2018 (P = 0.001) and the proportion taking three or more glucose-lowering medications increased from 11.6% (11.5-11.7) to 23.1% (22.9-23.2) (P = 0.007). The proportion with HbA1c ≥8.0% (≥64 mmol/mol) increased from 28.0% (27.7-28.3) in 2006 to 30.5% (30.2-30.7) in 2015, decreasing to 27.8% (27.5-28.0) in 2018 (overall trend P = 0.04). Number of ambulatory visits per patient per year decreased from 6.86 (6.84-6.88) to 6.19 (6.17-6.21), (P = 0.001) while ED visits increased from 0.26 (0.257-0.263) to 0.29 (0.287-0.293) (P = 0.001). Among 1,311,903 Medicare Advantage enrollees, the proportion with ≥10 active conditions increased from 51.6% (51.2-52.0) to 65.1% (65.0-65.2) (P < 0.001); the proportion taking three or more glucose-lowering medications was stable at 16.6% (16.3-16.9) and 18.1% (18.0-18.2) (P = 0.98), and the proportion with HbA1c ≥8.0% increased from 17.4% (16.7-18.1) to 18.6% (18.4-18.7) (P = 0.008). Ambulatory visits per patient per year remained stable at 8.01 (7.96-8.06) and 8.17 (8.16-8.19) (P = 0.23), but ED visits increased from 0.41 (0.40-0.42) to 0.66 (0.66-0.66) (P < 0.001). CONCLUSIONS Among patients with diabetes, clinical complexity and treatment burden have increased over time. ED utilization has also increased, and patients may be using ED services for low-acuity conditions.
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Affiliation(s)
- Tyler J. Benning
- Mayo Clinic, Department of Pediatric and Adolescent Medicine, Rochester, MN
| | - Herbert C. Heien
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN
| | - Rozalina G. McCoy
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Department of Medicine, Mayo Clinic, Rochester, MN
- OptumLabs, Eden Prairie, MN
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25
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Pantalone KM, Rajpathak S, Ji X, Jin J, Weiss T, Bauman J, Radivoyevitch T, Kattan MW, Zimmerman RS, Misra-Hebert AD. Addressing Therapeutic Inertia: Development and Implementation of an Electronic Health Record-Based Diabetes Intensification Tool. Diabetes Spectr 2022; 36:161-170. [PMID: 37193209 PMCID: PMC10182961 DOI: 10.2337/ds22-0031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Objective To assess whether an electronic health record (EHR)-based diabetes intensification tool can improve the rate of A1C goal attainment among patients with type 2 diabetes and an A1C ≥8%. Methods An EHR-based tool was developed and sequentially implemented in a large, integrated health system using a four-phase, stepped-wedge design (single pilot site [phase 1] and then three practice site clusters [phases 2-4]; 3 months/phase), with full implementation during phase 4. A1C outcomes, tool usage, and treatment intensification metrics were compared retrospectively at implementation (IMP) sites versus nonimplementation (non-IMP) sites with sites matched on patient population characteristics using overlap propensity score weighting. Results Overall, tool utilization was low among patient encounters at IMP sites (1,122 of 11,549 [9.7%]). During phases 1-3, the proportions of patients achieving the A1C goal (<8%) were not significantly improved between IMP and non-IMP sites at 6 months (range 42.9-46.5%) or 12 months (range 46.5-53.1%). In phase 3, fewer patients at IMP sites versus non-IMP sites achieved the goal at 12 months (46.7 vs. 52.3%, P = 0.02). In phases 1-3, mean changes in A1C from baseline to 6 and 12 months (range -0.88 to -1.08%) were not significantly different between IMP and non-IMP sites. Times to intensification were similar between IMP and non-IMP sites. Conclusion Utilization of a diabetes intensification tool was low and did not influence rates of A1C goal attainment or time to treatment intensification. The low level of tool adoption is itself an important finding highlighting the problem of therapeutic inertia in clinical practice. Testing additional strategies to better incorporate, increase acceptance of, and improve proficiency with EHR-based intensification tools is warranted.
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Affiliation(s)
| | | | - Xinge Ji
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH
| | - Jian Jin
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH
| | | | - Janine Bauman
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH
| | | | - Michael W. Kattan
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH
| | | | - Anita D. Misra-Hebert
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH
- Department of Internal Medicine, Cleveland Clinic, Cleveland, OH
- Healthcare Delivery and Implementation Science Center, Cleveland Clinic, Cleveland, OH
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26
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Ginzburg R, Hilas O. Addressing Clinical and Therapeutic Inertia Through Comprehensive Medication Review. Sr Care Pharm 2022; 37:412-420. [DOI: 10.4140/tcp.n.2022.412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Avoiding clinical and therapeutic inertia, through pharmacist-led medication therapy management, can lead to avoidance of inappropriate medication use and adverse medication events. Clinical and therapeutic inertia are terms that have been used indistinctly. One definition is inertia
that appears when clinicians do not initiate or intensify therapy appropriately when therapeutic goals are not reached. Another definition is failure to advance or deintensify treatment, and in a broader sense beyond escalation or deintensification of therapy; definitions include failure to
screen, make appropriate referrals, manage risk factors, and complications. Failure of clinicians to address clinical and therapeutic inertia in office or hospital visits can contribute to patients using inappropriate medications, and lead to avoidable serious adverse events. Addressing therapeutic
inertia may also be a means to minimize prescription costs and improve quality of life. This case illustrates the importance of identifying and addressing the therapeutic appropriateness of medications for an older person who has been prescribed numerous medications over a long period but
now has complaints of dizziness as well as the inability to afford all medications.
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27
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Martens TW, Parkin CG. How use of continuous glucose monitoring can address therapeutic inertia in primary care. Postgrad Med 2022; 134:576-588. [PMID: 35584802 DOI: 10.1080/00325481.2022.2080419] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
A significant proportion of individuals with diabetes have suboptimal glycemic management. Studies have shown that persistent hyperglycemia significantly increases the risks for both acute and long-term microvascular and macrovascular complications of diabetes. A key contributor to suboptimal glycemic management is therapeutic inertia in which clinicians delay intensifying therapy when patients are not meeting their glycemic goals. During the past five years, an increasing number of individuals with type 1 diabetes (T1D) and insulin-treated type 2 diabetes (T2D) have adopted use of continuous glucose monitoring (CGM) for daily measurement of glucose levels. As demonstrated in numerous clinical trials and real-world observational studies, use of CGM improves glycated hemoglobin (HbA1c) and reduces the occurrence and severity of hypoglycemia. However, for primary care clinicians who are unfamiliar with using CGM, integrating this technology into clinical practice can be daunting. In this article, we discuss the benefits and rationale for using CGM compared with traditional blood glucose monitoring (BGM), review the evidence supporting the clinical value of CGM in patients with T1D and T2D, and describe how use of CGM in primary care can facilitate appropriate and more timely therapy adjustments.
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Affiliation(s)
- Thomas W Martens
- International Diabetes Center, HealthPartners Institute, Park Nicollet Clinic Department of Internal Medicine, MN, USA
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28
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Williams NA, Brunton SA, Scott GA. CRS Diabetes: An Effective Model for Improving Family Medicine Resident Knowledge, Competence, and Performance in Diabetes Care. Clin Diabetes 2022; 40:62-69. [PMID: 35221473 PMCID: PMC8865790 DOI: 10.2337/cd21-0066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The Chief Residents Summit on Intensifying Diabetes Management, now in its 15th year, has resulted in real-world improvements in patient outcomes and has shown itself to be an effective model for teaching diabetes to family medicine residents. This article describes the program and the evidence supporting its effectiveness.
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29
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Ngueta G, Nouthe B, Kengne AP. Trends and Factors Associated With Very High Glycemia and Noninitiation of Insulin Therapy in U.S. Adults With Type 2 Diabetes, 1999-2018. Diabetes Care 2021; 44:e209-e211. [PMID: 34675056 DOI: 10.2337/dc21-1226] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 09/27/2021] [Indexed: 02/03/2023]
Affiliation(s)
- Gerard Ngueta
- CHU de Sherbrooke Research Center, Sherbrooke, Québec, Canada .,Department of Community Health Sciences, Faculty of Medicine & Health Sciences, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Brice Nouthe
- Fraser Health Authority/Department of Medicine, University of British Columbia, Vancouver, Canada
| | - André Pascal Kengne
- Non-Communicable Disease Research Unit, South African Medical Research Council, Cape Town, South Africa.,Department of Medicine, University of Cape Town, Cape Town, South Africa
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30
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Pamulapati LG, Rochester-Eyeguokan CD, Pincus KJ. Updated best practice statements regarding sodium-glucose cotransporter 2 inhibitors and serum potassium levels. Am J Health Syst Pharm 2021; 78:1369-1370. [PMID: 33764389 DOI: 10.1093/ajhp/zxab124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Lauren G Pamulapati
- Department of Pharmacotherapy and Outcomes Science Virginia Commonwealth University School of Pharmacy Richmond, VA, USA
| | | | - Kathleen J Pincus
- Department of Pharmacy Practice and Science University of Maryland School of Pharmacy Baltimore, MD, USA
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Ling JZJ, Montvida O, Khunti K, Zhang AL, Xue CC, Paul SK. Therapeutic inertia in the management of dyslipidaemia and hypertension in incident type 2 diabetes and the resulting risk factor burden: Real-world evidence from primary care. Diabetes Obes Metab 2021; 23:1518-1531. [PMID: 33651456 DOI: 10.1111/dom.14364] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 02/15/2021] [Accepted: 02/26/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To investigate trends in the prevalence of hypertension and dyslipidaemia in incident type 2 diabetes (T2DM), time to antihypertensive (AHT) and lipid-lowering therapy (LLT), and the association with systolic blood pressure (SBP) and lipid control. RESEARCH DESIGN AND METHODS Using The Health Improvement Network UK primary care database, 254 925 people with incident T2DM and existing dyslipidaemia or hypertension were identified. Among those without atherosclerotic cardiovascular disease (ASCVD) history and not on AHT or LLT at diagnosis, the adjusted median months to initiating an AHT or an LLT, and the probabilities of high SBP or lipid levels over 2 years in people initiating therapy within or after 1 year were evaluated according to high and low ASCVD risk status. RESULTS At diabetes diagnosis, 66% and 66% had dyslipidaemia and hypertension, respectively. During 2005 to 2016, dyslipidaemia prevalence increased by 10% in people aged <60 years, while hypertension prevalence remained stable in all age groups. Among those with high ASCVD risk status in the age groups 18 to 39, 40 to 49, and 50 to 59 years, the median number of months to initiation of therapy were 20.4 (95% confidence interval [CI] 20.3-20.5), 10.9 (95% CI 10.8-11.0), and 9.5 (95% CI 9.4-9.6) in the dyslipidaemia subcohort, and 28.1 (95% CI 28.0-28.2), 19.2 (95% CI 19.1-19.3), and 19.9 (95% CI 19.8-20.0) in the hypertension subcohort. Among people with high and low ASCVD risk status, respectively, compared to early LLT initiators, those who initiated LLT after 1 year had a 65.3% to 85.3% and a 65.0% to 85.3% significantly higher probability of failing lipid control at 2 years of follow-up, while late AHT initiators had a 46.5% to 57.9% and a 40.0% to 58.7% significantly higher probability of failing SBP control. CONCLUSIONS Significant delay in initiating cardioprotective therapies was observed, and time to first prescription was similar in the primary prevention setting, irrespective of ASCVD risk status across all T2DM diagnosis age groups, resulting in poor risk factor control at 2 years of follow-up.
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Affiliation(s)
- Joanna Z J Ling
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Victoria, Australia
| | - Olga Montvida
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia
| | - Kamlesh Khunti
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - Anthony L Zhang
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Victoria, Australia
| | - Charlie C Xue
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Victoria, Australia
| | - Sanjoy K Paul
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Victoria, Australia
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Cowart K, Emechebe N, Pathak R, Abbruzese L, Hann J, Lloyd A, Roetzheim R, Zgibor J, Updike WH. Measurement of Pharmacist-Physician Collaborative Care on Therapeutic Inertia in Patients With Type 2 Diabetes. Ann Pharmacother 2021; 56:155-161. [PMID: 34105397 DOI: 10.1177/10600280211023492] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Team-based care practice models have been shown to improve diabetes-related therapeutic inertia, yet the method and type of antidiabetic treatment intensification (TI) leading to improvements in glycemic control are not well understood. OBJECTIVE To evaluate time to TI in a pharmacist-physician practice model (PPM) as compared with usual medical care (UMC), explore the method and type of antidiabetic TI, and evaluate achievement of hemoglobin A1C (A1C) goal among each cohort. METHODS This was a retrospective cohort study conducted between January 1, 2017, and December 31, 2018. Median time to TI was calculated and compared between patients in the PPM and UMC groups using the log rank test. Descriptive statistics were used to evaluate the method and type of TI and A1C goal achievement. RESULTS A total of 56 patients were included. The median (interquartile range) time to antidiabetic TI among the PPM cohort was 37.5 days (8, 216.5), as compared with 142 days (16, 465) in the UMC cohort (P = 0.19). At 1 year post-index date, 25% of patients in the PPM cohort reached their A1C goal compared with 18.8% of patients in the UMC cohort. This effect was maintained in the subgroup (n = 49) of patients receiving TI (23.1% vs 17.8%). CONCLUSION AND RELEVANCE A shorter time to TI and improvement in A1C goal achievement was observed with pharmacist-physician care compared with UMC. These findings suggest that pharmacist-physician care may be one of several interventions necessary to overcome therapeutic inertia in diabetes care.
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Affiliation(s)
| | | | - Rashmi Pathak
- University of Oklahoma Health Science Center, Oklahoma City, OK, USA
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Abstract
PURPOSE OF REVIEW The purpose of this review is to provide an overview of the current quality of diabetes care in the USA, discuss barriers to guideline-recommended treatment adherence, and outline strategies for the improvement in care. RECENT FINDINGS Current treatment guidelines highlight the importance of glycemic control, use of novel medications with proven cardiovascular efficacy, and multifactorial cardiovascular risk factor intervention for the treatment of diabetes and associated complications. Albeit proven evidence for these guidelines, the vast majority of patients with diabetes remain insufficiently treated. Interventions to improve outcomes require focus on care delivery systems, physician behavior, and patient-centered approaches. De-fragmenting care systems to form collaborative, multi-specialty teams, use of standardized and comprehensive treatment algorithms, development of quality assessment tools, avoiding physician therapeutic inertia, and addressing patient barriers, including lack of perceived benefit, insufficient diabetes education and access to care, and medication costs, represent key objectives to improve diabetes care and outcomes. Clinical research in standardized trials has proven the feasibility to reduce morbidity and mortality associated with diabetes. Implementing models of care to disseminate these encouraging research findings to the wider population and to overcome barriers to achieving guideline-recommended treatment goals should be the objective to improve our current quality of diabetes care in the USA.
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Affiliation(s)
- Ben Alencherry
- Robert and Suzanne Tomsich Department of Cardiovascular Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Dennis Bruemmer
- Robert and Suzanne Tomsich Department of Cardiovascular Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA. .,Center for Cardiometabolic Health, Section of Preventive Cardiology and Rehabilitation, Robert and Suzanne Tomsich Department of Cardiovascular Medicine, Cleveland Clinic Foundation, 9500 Euclid Avenue JB-815, Cleveland, OH, 44195, USA.
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Zhou DR, Deng HY, Pu LL, Lin SL, Gou R, Wang FL. The effectiveness and safety of recombinant human growth hormone combined with alginate dressing in the treatment of diabetic foot ulcer: A protocol for systematic review and meta-analysis. Medicine (Baltimore) 2021; 100:e23984. [PMID: 33592853 PMCID: PMC7870157 DOI: 10.1097/md.0000000000023984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Accepted: 12/02/2020] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Diabetic foot ulcer (DFU) is one of the serious complications of diabetes. It is the result of a joint effect of lower extremities vascular lesions, neuropathy, and infection, which require amputation and even threaten the life of the patient. At present, the conventional treatment for DFU includes infection control, wound care, wound reduction, reduction of foot pressure, use of dressings that are beneficial to wound surface healing, etc, but the effectiveness is not satisfactory. Recombinant human growth hormone and alginate dressing have been used in clinical, but there is lack of the relevant evidence of its effectiveness and safety, so this study evaluates the clinical effectiveness and safety of recombinant human growth hormone combined with alginate dressing in the treatment of DFU by systematic evaluation, the purpose is to provide a theoretical basis for the treatment of diabetic foot ulcer. METHODS This study mainly retrieves the randomized controlled trial of recombinant human growth hormone combined alginate dressing in the treatment of DFU in 7 electronic databases, such as PubMed, EMbase, Cochrane Library, SinoMed, CNKI, WANGFANG database, and VIP database. All the retrieval dates of database are from the establishment of the database until May 31, 2020. At the same time, searching the related degree papers, conference papers, and other gray literature by manual. The original literature data are independently screened and extracted by 2 researchers on the basis of inclusion and exclusion criteria and literature information sheets, and cross-checked and resolved through group discussions and consultations when there are differences of the opinion. Assessing the methodological quality of inclusion in the study based on the "Bias Risk Assessment Form" of the Cochrane Collaboration Network. Using the software of RevMan 5.3.3 and STATA 13.0 for statistical analysis. RESULTS This study compares the main and secondary outcome indicators by systematic evaluation and it will provide strong evidence of recombinant human growth hormone combined alginate dressing in the treatment of DFU. ETHICS AND DISSEMINATION All data in this study are obtained through the web database and do not involve humans, so ethical approval is not suitable for this study. OSF REGISTRATION NUMBER DOI 10.17605/OSF.IO/W6P24. CONCLUSION This study will give positive conclusions about the effectiveness and safety of recombinant human growth hormone combined alginate dressing in the treatment of DFU.
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Affiliation(s)
| | | | | | | | - Rong Gou
- Department of Encephalopathy, Haikou Hospital of Traditional Chinese Medicine, No. 45 Jinpan Road, Longhua District, Haikou, Hainan Province, 570216, China
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Gimeno JA, Cánovas G, Durán A. Factors Associated with Adherence to Clinical Practice Guidelines for Patients with Type 2 Diabetes Mellitus: Results of a Spanish Delphi Consensus. J Diabetes Res 2021; 2021:9970859. [PMID: 34725642 PMCID: PMC8557084 DOI: 10.1155/2021/9970859] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 08/10/2021] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVE To assess factors associated with adherence to clinical practice guidelines (CPGs) for type 2 diabetes mellitus (T2DM). METHODS A cross-sectional multicenter study based on a two-round Delphi survey was designed. A total of 98 endocrinologists (mean age 45 years) involved in the care of T2DM patients completed a 43-item questionnaire assessing different aspects of adherence related to CPGs. RESULTS Most participants worked in tertiary care public hospitals. All participants used CPGs, with ADA/EASD as the most common (99%). The lack of time, establishment of an individualized management of patients, insufficient human resources, and therapeutic inertia were scored as the main reasons for not following CPGs recommendations. Participants agreed that insufficient material resources and limitations established by the healthcare system prevent adherence to CPGs. The risk of hypoglycemia was considered to be limiting factor for the patients' integral control. Also, there was consensus on the need to have the support of nursing personnel with specific training in diabetes as well as dietitians and podiatrists. There was disagreement regarding the influence on adherence to CPGs of patient's characteristics not matching those of CPGs, patient's preferences, tolerability of the action recommended, concomitant comorbidities, or pluripathological conditions. Differences according to the participant's age (≤40 years vs. >40 years) were not found. Therapeutic inertia and lack of time did not show a significant correlation. CONCLUSIONS Nonadherence to CPGs on T2DM is a multifactorial problem but the existence multiple CPGs, the lack of time, the therapeutic inertia, and insufficient human resources have been identified as factors limiting adherence. Hypoglycemia continues to be a barrier for achievement of targets recommended by CPGs.
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Affiliation(s)
| | - Gloria Cánovas
- Service of Endocrinology, Hospital de Fuenlabrada, Madrid, Spain
| | - Alejandra Durán
- Service of Endocrinology, Hospital Clínico San Carlos, Madrid, Spain
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Taurine with combined aerobic and resistance exercise training alleviates myocardium apoptosis in STZ-induced diabetes rats via Akt signaling pathway. Life Sci 2020; 258:118225. [PMID: 32771557 DOI: 10.1016/j.lfs.2020.118225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 08/02/2020] [Accepted: 08/04/2020] [Indexed: 11/21/2022]
Abstract
AIM The aim of this study was considering the effects of taurine supplementation with combined aerobic and resistance training (CARE) on myocardial apoptosis and Protein Kinase B (akt) level changes in diabetic rat. MAIN METHODS Forty male Wistar rats were randomly divided in to 5 groups of 8 animals in each: 1) control, 2) Diabetes Mellitus (DM), 3) DM with taurine supplementation (DM/T), 4) DM with CARE (DM/CARE), and 5) DM with combination of taurine and CARE (DM/T/CARE). DM was induced by injection of streptozotocin (STZ) and nicotine amid (NA) for 2, 3, 4 and 5 groups. Supplement groups received taurine in gavage, 100 mg/kg of body weight, 6 day per weeks, 8 weeks. CARE was performed at maximal speed and 1RM (40-60% of maximum for both). KEY FINDINGS The results of this study showed that DM significantly increased blood glucose and caspase 3, caspase 9 expressions and apoptosis cells in heart tissue and reduced Akt expression (p < 0.001). However, taurine and CARE interventions significantly decreased apoptosis markers (caspase 3 and caspase 9) and significantly increased Akt in heart of diabetic rats compare to DM groups (p < 0.05). The highest improvement observed in DM/T/CARE group (p < 0.05). SIGNIFICANCE Based on these results, it seems that the use of taurine with combined aerobic and exercise training minimize the cardiac damage caused by diabetes (especially apoptosis) trough increasing protein kinase Akt expression. This could improve cardiac remodeling after diabetes. However, more research is needed, especially on the human samples.
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