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Ali AM, Cobran EK, Young HN. Individual, interpersonal, and community factors associated with health outcomes in patients with type 2 diabetes mellitus treated at federally qualified health centers. J Diabetes Metab Disord 2024; 23:1071-1080. [PMID: 38932882 PMCID: PMC11196555 DOI: 10.1007/s40200-024-01388-5] [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: 10/17/2023] [Accepted: 01/14/2024] [Indexed: 06/28/2024]
Abstract
Purpose To examine factors of influence in diabetes management and their association with self-reported health outcomes in patients with type 2 diabetes treated at Federally Qualified Health Centers (FQHCs). Methods This cross-sectional study examined data from the 2014 Health Center Patient Survey (HCPS). Predictor variables were categorized across three levels of the National Institute on Minority Health and Health Disparities research framework. Outcome variables retrieved from HCPS included self-reports of blood glucose levels, and diabetes-related emergency department (ED)/hospital visits during past year. Results A total of 936 patients with diabetes were included. Most (65%) participants received a diabetes self-management plan. During the previous year, 72% received > = 2 A1C checks, 52% reported high blood glucose levels, and 12% visited an ED/hospital. Multivariable results showed that insulin use and receiving a self-management plan were associated with high blood glucose levels and ED/hospital visits. Community factors of being unable to get medications and receiving a specialist foot exam were respectively associated with high blood glucose levels and ED/hospital visits. Conclusion Different factors were associated with health outcomes in patients with diabetes treated at FQHCs. Identifying these factors can help with targeted screening and follow-up and assessing potential interventions to improve health outcomes. Supplementary Information The online version contains supplementary material available at 10.1007/s40200-024-01388-5.
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Affiliation(s)
- Asma M. Ali
- Department of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, 610 N. Whitney Way, Madison, WI 53705 USA
| | - Ewan K. Cobran
- Department of Quantitative Health Science, Division of Epidemiology, Mayo Clinic College of Medicine and Sciences, Samuel C. Johnson Research Building 2, 13400 East Shea Boulevard, Scottsdale, AZ 85259 USA
| | - Henry N. Young
- Department Head and Kroger Professor, Department of Clinical and Administrative Pharmacy, University of Georgia College of Pharmacy, Robert C. Wilson Pharmacy, 250 W. Green Street, Rm: 270-J, Athens, GA 30602 USA
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Sewell HE, Planas LG, Brown MR, Orcutt N, Johnson CE, Lim J, Skaggs JC, O'Neal KS. Diabetes and Hearing Impairment: Knowledge, Attitudes, and Practices Among Providers and Patients. Sci Diabetes Self Manag Care 2024; 50:201-210. [PMID: 38804076 DOI: 10.1177/26350106241250291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
PURPOSE The purpose of this study was to assess the knowledge, attitudes, and practices among providers and patients regarding hearing impairment and screening referrals in people with diabetes. METHODS A cross-sectional survey design among health care providers and patients at an academic medical center in Oklahoma was used to gather knowledge, attitudes, and practices data. RESULTS Only 25.6% of providers selected hearing impairment as a complication of diabetes, whereas 96.7% selected retinopathy, kidney dysfunction, and foot infection. Reported barriers to referring patients for hearing impairment screenings were being unfamiliar with recommended screening frequency (57.3%) and existence of higher priorities (35.4%). When asked to select parts of the body affected by diabetes, 21.0% of patients surveyed selected ears, 88.0% selected feet, and 85.0% selected eyes and kidneys. Fewer patients reported being told hearing impairment is a complication of diabetes compared to retinopathy (8.1% vs 85.9%). Additionally, 24.2% of patients reported having a hearing impairment screening, and 96.0% reported having a dilated eye exam. CONCLUSIONS Most providers and patients at an academic medical center are unaware of the relationship between diabetes and hearing impairment. Providers reported there are several barriers that need to be overcome to refer patients to audiologists.
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Affiliation(s)
- Hayley E Sewell
- Department of Clinical and Administrative Sciences, College of Pharmacy, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Lourdes G Planas
- Department of Clinical and Administrative Sciences, College of Pharmacy, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Michael R Brown
- College of Pharmacy, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Natasha Orcutt
- College of Pharmacy, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Carole E Johnson
- Department of Communication Sciences and Disorders, College of Allied Health, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Jonea Lim
- Harold Hamm Diabetes Center, Oklahoma City, Oklahoma
| | - Joanne C Skaggs
- Department of Medicine, College of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Katherine S O'Neal
- Department of Clinical and Administrative Sciences, College of Pharmacy, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
- Department of Medicine, College of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
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Del Riccio M, Caini S, Bonaccorsi G, Lorini C, Paget J, van der Velden K, Cosma C. Influenza vaccination and COVID-19 infection risk and disease severity: A systematic review and multilevel meta-analysis of prospective studies. Am J Infect Control 2024:S0196-6553(24)00498-X. [PMID: 38768817 DOI: 10.1016/j.ajic.2024.05.009] [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: 04/06/2024] [Revised: 05/14/2024] [Accepted: 05/14/2024] [Indexed: 05/22/2024]
Abstract
BACKGROUND In light of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) pandemic, the influence of influenza vaccination on the risk and severity of Coronavirus Disease 19 (COVID-19) has been a subject of debate. This systematic review and meta-analysis of prospective studies aim to assess the association between influenza immunization and the risk of SARS-CoV-2 infection and subsequent COVID-19 disease severity. METHODS A comprehensive search of PubMed and Embase databases was performed to identify prospective studies published before March 2024. We focused on evaluating the effect of influenza vaccination on SARS-CoV-2 infection risk and severe COVID-19 outcomes, such as hospitalization and mortality. The analysis employed a multilevel random effects meta-analysis approach. The risk of bias assessment was conducted using the Newcastle-Ottawa Scale. RESULTS From an initial pool of 5,863 records, 14 studies were selected for inclusion. The aggregated data yielded a summary relative risk (SRR) that showed no significant protective correlation between influenza vaccination and SARS-CoV-2 infection risk (SRR 0.95, 95% confidence interval [CI] 0.81-1.11), COVID-19-associated hospitalization (SRR 0.90, 95% CI 0.68-1.19), or COVID-19-related mortality (SRR 0.83, 95% CI 0.56-1.23). CONCLUSIONS This systematic review and meta-analysis, based exclusively on prospective studies, demonstrates the lack of a proven protective effect of influenza vaccination against COVID-19 and related outcomes. Our results do not support a significant protective effect of influenza vaccination against the risk or severe outcomes of COVID-19.
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Affiliation(s)
- Marco Del Riccio
- Department of Health Sciences, University of Florence, Florence, Italy; Department of Primary and Community Care, Radboud University Medical Centre, Nijmegen, The Netherlands.
| | - Saverio Caini
- Research Program Infectious Diseases in Primary Care, Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
| | | | - Chiara Lorini
- Department of Health Sciences, University of Florence, Florence, Italy
| | - John Paget
- Research Program Infectious Diseases in Primary Care, Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands
| | - Koos van der Velden
- Department of Primary and Community Care, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Claudia Cosma
- Medical School of Specialization in Hygiene and Preventive Medicine, University of Florence, Florence, Italy
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Emad-Eldin M, Balata GF, Elshorbagy EA, Hamed MS, Attia MS. Insulin therapy in type 2 diabetes: Insights into clinical efficacy, patient-reported outcomes, and adherence challenges. World J Diabetes 2024; 15:828-852. [PMID: 38766443 PMCID: PMC11099362 DOI: 10.4239/wjd.v15.i5.828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/01/2024] [Accepted: 03/20/2024] [Indexed: 05/10/2024] Open
Abstract
Insulin therapy plays a crucial role in the management of type 2 diabetes as the disease progresses. Over the past century, insulin formulations have undergone significant modifications and bioengineering, resulting in a diverse range of available insulin products. These products show distinct pharmacokinetic and pharmacodynamic profiles. Consequently, various insulin regimens have em-erged for the management of type 2 diabetes, including premixed formulations and combinations of basal and bolus insulins. The utilization of different insulin regimens yields disparate clinical outcomes, adverse events, and, notably, patient-reported outcomes (PROs). PROs provide valuable insights from the patient's perspective, serving as a valuable mine of information for enhancing healthcare and informing clinical decisions. Adherence to insulin therapy, a critical patient-reported outcome, significantly affects clinical outcomes and is influenced by multiple factors. This review provides insights into the clinical effectiveness of various insulin preparations, PROs, and factors impacting insulin therapy adherence, with the aim of enhancing healthcare practices and informing clinical decisions for individuals with type 2 diabetes.
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Affiliation(s)
- Mahmoud Emad-Eldin
- Department of Pharmacy Practice, Faculty of Pharmacy, Zagazig University, Zagazig HFQM+872, Al-Sharqia Governorate, Egypt
| | - Gehan F Balata
- Department of Pharmacy Practice, Faculty of Pharmacy, Heliopolis University, Cairo 44519, Egypt
- Department of Pharmaceutics, Faculty of Pharmacy, Zagazig University, Zagazig 44519, Al-Sharqia Governorate, Egypt
| | - Eman A Elshorbagy
- Department of Internal Medicine, Faculty of Medicine, Zagazig University, Zagazig 44519, Al-Sharqia Governorate, Egypt
| | - Mona S Hamed
- Department of Community at Faculty of Medicine, Zagazig University, Zagazig 44519, Al-Sharqia Governorate, Egypt
| | - Mohamed S Attia
- Department of Pharmaceutics, Faculty of Pharmacy, Zagazig University, Zagazig 44519, Al-Sharqia Governorate, Egypt
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Tripathi P, Kadam N, Tiwari D, Vyawahare A, Sharma B, Kathrikolly T, Kuppusamy M, Vijayakumar V. Oral glucose tolerance test clearance in type 2 diabetes patients who underwent remission following intense lifestyle modification: A quasi-experimental study. PLoS One 2024; 19:e0302777. [PMID: 38701059 PMCID: PMC11068193 DOI: 10.1371/journal.pone.0302777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 04/12/2024] [Indexed: 05/05/2024] Open
Abstract
Achieving diabetes remission (HbA1c<48mmol/mol without the use of anti-diabetic medication for 3 months) might not assure restoration of a normal glycemic profile [fasting blood sugar level <5.6 mmol/L and Post-Prandial (PP) blood glucose <7.8mmol/L]. The study investigates the factors associated with OGTT clearance in patients under type 2 diabetes remission. Four hundred participants who achieved remission during a one-year online structured lifestyle modification program, which included a plant-based diet, physical activity, psychological support, and medical management (between January 2021 and June 2022), and appeared for the OGTT were included in the study. OGTT clearance was defined by fasting blood glucose < 5.6 mmol/L and 2-hour post-prandial blood glucose <7.8 mmol/L post-consumption of 75g glucose solution. Of the 400 participants, 207 (52%) cleared OGTT and 175 (44%) had impaired glucose tolerance (IGT). A shorter diabetes duration (<5 years) was significantly associated with OGTT clearance (p<0.05). Pre-intervention use of glucose-lowering drugs showed no association with OGTT clearance (p<0.1). Post-intervention, the OGTT-cleared group showed significantly higher weight loss (p<0.05) and a decrease in HbA1c compared to the IGT group (p<0.05). Improvement in Insulin resistance and β-cell function was also higher in the OGTT-cleared group compared to the IGT group (p<0.05). In conclusion, clearing the OGTT is a possibility for those achieving remission through lifestyle interventions. Higher weight loss, a shorter duration of diabetes, and improvement in insulin resistance were significantly associated with OGTT clearance in participants in remission. Future randomized controlled trials with longer follow-ups may help substantiate our findings.
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Affiliation(s)
- Pramod Tripathi
- Department of Research, Freedom from Diabetes Research Foundation, Pune, Maharashtra, India
| | - Nidhi Kadam
- Department of Research, Freedom from Diabetes Research Foundation, Pune, Maharashtra, India
| | - Diptika Tiwari
- Department of Research, Freedom from Diabetes Research Foundation, Pune, Maharashtra, India
| | - Anagha Vyawahare
- Department of Research, Freedom from Diabetes Research Foundation, Pune, Maharashtra, India
| | - Baby Sharma
- Department of Research, Freedom from Diabetes Research Foundation, Pune, Maharashtra, India
| | - Thejas Kathrikolly
- Department of Research, Freedom from Diabetes Research Foundation, Pune, Maharashtra, India
| | - Maheshkumar Kuppusamy
- Department of Physiology, Government Yoga and Naturopathy Medical College and Hospital, Arumbakkam, Chennai, Tamil Nadu, India
| | - Venugopal Vijayakumar
- Department of Yoga, Government Yoga and Naturopathy Medical College and Hospital, Chennai, Tamil Nadu, India
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Koutny F, Wiemann D, Eckert A, Meyhöfer S, Fritsch M, Pappa A, Wiegand S, Weyer M, Wurm M, Weghuber D, Holl RW. Poorly controlled pediatric type 1 diabetes mellitus is a risk factor for metabolic dysfunction associated steatotic liver disease (MASLD): An observational study. J Pediatr Gastroenterol Nutr 2024; 78:1027-1037. [PMID: 38558281 DOI: 10.1002/jpn3.12194] [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: 08/09/2023] [Revised: 01/26/2024] [Accepted: 02/08/2024] [Indexed: 04/04/2024]
Abstract
OBJECTIVES Recent studies have suggested a link between type 1 diabetes mellitus (T1D) and metabolic dysfunction associated steatotic liver disease (MASLD) in children and adolescent, but longitudinal evidence is lacking. This study aimed to investigate the potential association between poorly controlled T1D and elevated alanine aminotransferase (ALT), serving as a proxy for MASLD in children and adolescents over time. METHODS The study included 32,325 children aged 2-17 years with T1D from Germany, Austria, and Switzerland who had undergone at least one assessment of liver enzyme levels recorded in the Diabetes-Patienten- Verlaufsdokumentation registry. Multivariable logistic and Cox regression models were calculated to show possible associations between T1D and elevated ALT values (>26 U/L in males, >22 U/L in females) as a proxy for MASLD. RESULTS Children with poorly controlled T1D (HbA1c > 11%) exhibited increased odds of elevated ALT values, after adjustment for age, sex, diabetes duration and overweight (odds ratio [OR] 2.54; 95% confidence interval [CI], 2.10-3.10; p < 0.01). This finding is substantiated by a longitudinal analysis, which reveals that inadequately controlled T1D was associated with a higher hazard ratio (HR) of elevated ALT values compared to children with controlled T1D over an observation period extending up to 5.5 (HR: 1.54; 95% CI, 1.19-2.01; p < 0.01). CONCLUSION In conclusion, the current study strongly links poorly controlled T1D in children and adolescents to MASLD irrespective of overweight. This association is not only present cross-sectionally but also increases over time. The study underscores the critical role of effective diabetes management in reducing the risk of MASLD in this population.
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Affiliation(s)
- Florian Koutny
- Department of Human Medicine, PhD Medical Science, Paracelsus Medical University, Salzburg, Austria
- Department of Internal Medicine 2, Gastroenterology and Hepatology and Rheumatology, Karl Landsteiner University of Health Sciences, University Hospital of St. Pölten, St. Pölten, Austria
| | - Dagobert Wiemann
- Department of Pediatrics, University of Magdeburg, Magdeburg, Germany
| | - Alexander Eckert
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Germany, and German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Svenja Meyhöfer
- Institute for Endocrinology & Diabetes, University of Lübeck, Lübeck, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
- Department of Internal Medicine 1, Endocrinology & Diabetes, University of Lübeck, Lübeck, Germany
| | - Maria Fritsch
- Department of Pediatrics, Medical University of Graz, Austria
| | - Angeliki Pappa
- Department of Pediatric and Adolescent Medicine, University Hospital RWTH Aachen, Aachen, Germany
| | - Susanna Wiegand
- Department of Pediatric Endocrinology and Diabetes, Center for social-pediatric care, Charité, Germany
| | - Marc Weyer
- Kamillus-Klinik Internal Medicine, Asbach, Germany
| | - Michael Wurm
- Department of Paediatrics, St. Hedwigs Campus, University Children's Hospital Regensburg, Regensburg, Germany
| | - Daniel Weghuber
- Department of Human Medicine, PhD Medical Science, Paracelsus Medical University, Salzburg, Austria
| | - Reinhard W Holl
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Germany, and German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
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Cusi K, Budd J, Johnson E, Shubrook J. Making Sense of the Nonalcoholic Fatty Liver Disease Clinical Practice Guidelines: What Clinicians Need to Know. Diabetes Spectr 2024; 37:29-38. [PMID: 38385100 PMCID: PMC10877212 DOI: 10.2337/dsi23-0014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Abstract
Standards of care summarized in clinical practice guidelines for nonalcoholic fatty liver disease (NAFLD) offer clinicians a streamlined diagnostic and management approach based on the best available evidence. These recommendations have changed a great deal in recent years; today, there is a clear focus on screening for the early identification and risk stratification of patients at high risk of steatohepatitis and clinically significant fibrosis to promote timely referrals to specialty care when needed. This article reviews and provides the rationale for current guidelines for NAFLD screening, diagnosis, treatment, and monitoring and addresses barriers to providing evidence-based NAFLD care and how to overcome them. The current paradigm of care calls for primary care clinicians and specialists to work together, within a multidisciplinary care team familiar with obesity and diabetes care, to provide comprehensive management of these complex patients.
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Affiliation(s)
- Kenneth Cusi
- Division of Endocrinology, Diabetes and Metabolism, University of Florida, Gainesville, FL
| | - Jeff Budd
- Division of General Internal Medicine, University of Florida, Gainesville, FL
| | - Eric Johnson
- Department of Family and Community Medicine, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, ND
| | - Jay Shubrook
- Department of Clinical Sciences and Community Health, Touro University California College of Osteopathic Medicine, Vallejo, CA
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Guo R, Wei L, Cao Y, Zhao W. Normal triglyceride concentration and the risk of diabetes mellitus type 2 in the general population of China. Front Endocrinol (Lausanne) 2024; 15:1330650. [PMID: 38390200 PMCID: PMC10883381 DOI: 10.3389/fendo.2024.1330650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/23/2024] [Indexed: 02/24/2024] Open
Abstract
Introduction Hypertriglyceridemia and its derivatives are independent predictors of diabetes mellitus type 2 (T2DM). However, the relationship between triglyceride concentrations within the normal range and the incidence of T2DM remains to be clarified. This study investigated the potential relationship between variations in plasma triglyceride levels within the normal range and T2DM onset using data from a longitudinal study of health and retirement in China. Methods Between, 2010 and, 2016, we conducted a retrospective cohort study involving 36,441 individuals with normal triglyceride levels. Using a Cox proportional hazards regression model, we examined the connection between normal triglyceride levels and T2DM incidence. We employed this method with smooth curve fitting to investigate potential nonlinear associations. Subgroup analyses were performed based on age, sex, body mass index, smoking and drinking status, hypertension, and family history of diabetes. Results A significant linear relationship was observed between normal triglyceride levels and the incidence of T2DM. The hazard ratio for T2DM in individuals with normal triglycerides was 1.81 (95% confidence interval: 1.39, 2.36); P<0.001). Kaplan-Meier analysis further demonstrated a prospective association between the higher tertiles of normal triglyceride levels and the development of T2DM (P<0.001). Subgroup analysis revealed a stronger positive correlation between normal triglyceride levels in females and the risk of T2DM. Discussion An increase in triglyceride levels within the normal range is related to a continuous increase in the incidence of T2DM in the general population. These findings show that almost everyone can benefit from reducing triglyceride levels, further emphasizing the importance of lifestyle changes in the general population.
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Affiliation(s)
- Rubing Guo
- School of Public Health, Gansu University of Traditional Chinese Medicine, Lanzhou, China
- Department of Clinical Laboratory, Gansu Provincial Hospital, Lanzhou, China
- Department of Clinical Laboratory, China-Japan Friendship Hospital, Beijing, China
| | - Lianhua Wei
- Department of Clinical Laboratory, Gansu Provincial Hospital, Lanzhou, China
| | - Yongtong Cao
- Department of Clinical Laboratory, China-Japan Friendship Hospital, Beijing, China
| | - Wei Zhao
- Department of Clinical Laboratory, China-Japan Friendship Hospital, Beijing, China
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Berthoumieux A, Linke S, Merry M, Megliola A, Juusola J, Napoleone J. Long-Term Results of a Digital Diabetes Self-Management and Education Support Program Among Adults With Type 2 Diabetes: A Retrospective Cohort Study. Sci Diabetes Self Manag Care 2024; 50:19-31. [PMID: 38240247 DOI: 10.1177/26350106231221456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
PURPOSE The purpose of this study is to examine the long-term impact of a digital diabetes self-management education and support (DSMES) program on A1C among adults with type 2 diabetes (T2DM). METHODS Data analyzed were from a retrospective cohort of commercially insured members with T2DM enrolled in the Omada for Diabetes program between January 1, 2019, and January 31, 2022 (n = 1,322). Linear mixed models measured changes in A1C and weight across 12 months (collected at baseline and every 3 months over 1 year) overall and stratified by A1C at baseline (≥8% vs <8%). RESULTS On average, members were 53.5 years old, 56.9% female, and 71.5% White, with a mean baseline body mass index (BMI) of 36.9 and A1C of 7.6%. Members with baseline A1C ≥8% demonstrated clinically and statistically significant adjusted mean reductions in A1C during follow-up, from 9.48% at baseline to 7.33%, 7.57%, 7.59%, and 7.47% at 3, 6, 9, and 12 months, respectively. Those with A1C <8% maintained glycemic stability (6.73%, 6.50%, 6.54%, 6.62%, and 6.51%, respectively). Collectively, members experienced a -1.17 kg/m2 mean reduction in BMI over 12 months. CONCLUSIONS This study provides real-world evidence that members with elevated baseline A1C (≥8%) enrolled in a digital DSMES program experienced clinically meaningful and statistically significant reductions in A1C. Those with baseline A1C within goal treatment range (<8%) maintained glycemic stability over 1 year. The findings support existing evidence that scalable digital DSMES solutions can help individuals with T2DM manage their condition.
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Salinas M, López-Garrigós M, Flores E, Leiva-Salinas C. Improving diagnosis and treatment of hypomagnesemia. Clin Chem Lab Med 2024; 62:234-248. [PMID: 37503587 DOI: 10.1515/cclm-2023-0537] [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: 05/22/2023] [Accepted: 07/18/2023] [Indexed: 07/29/2023]
Abstract
Magnesium is one of the most abundant cations in the body and acts as a cofactor in more than 600 biochemical reactions. Hypomagnesemia is a highly prevalent condition, especially in subjects with comorbid conditions, but has received less attention than other electrolyte disturbances. This review will discuss magnesium physiology, absorption, storage, distribution across the body, and kidney excretion. After reviewing the regulation of magnesium homeostasis, we will focus on the etiology and clinical presentation of hypomagnesemia. The role of laboratory medicine in hypomagnesemia will be the main purpose of this review, and we will discuss the laboratory tests and different samples and methods for its measurement. Although free magnesium is physiologically active, total serum magnesium is the most commonly used measurement in laboratory medicine and is apt for clinical purposes; however, it is not appropriately used, and many patients with hypomagnesemia remain undiagnosed and not treated. Using information technologies, laboratory medicine can largely improve the diagnosis and treatment of hypomagnesemia through the design and establishment of automatic demand management and result management interventions by acting in the first and last steps of the laboratory cycle, test requests, and actions taken after test results, to unmask patients with hypomagnesemia and improve the number of patients undergoing treatment.
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Affiliation(s)
- Maria Salinas
- Clinical Laboratory, Hospital Universitario de San Juan, San Juan de Alicante, Alicante, Spain
| | - Maite López-Garrigós
- Clinical Laboratory, Hospital Universitario de San Juan, San Juan de Alicante, Alicante, Spain
- Department of Biochemistry and Molecular Biology, Universidad Miguel Hernandez, San Juan de Alicante, Spain
- CIBER en Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Emilio Flores
- Clinical Laboratory, Hospital Universitario de San Juan, San Juan de Alicante, Alicante, Spain
- Department of Clinic Medicine, Universidad Miguel Hernández, San Juan de Alicante, Spain
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11
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Li G, Lin H, Sripongpun P, Liang LY, Zhang X, Wong VWS, Wong GLH, Kim WR, Yip TCF. Diagnostic and prognostic performance of the SAFE score in non-alcoholic fatty liver disease. Liver Int 2024; 44:15-26. [PMID: 37650363 DOI: 10.1111/liv.15718] [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: 05/31/2023] [Revised: 08/16/2023] [Accepted: 08/17/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND & AIMS The steatosis-associated fibrosis estimator (SAFE) score was developed to detect clinically significant liver fibrosis in patients with NAFLD in the United States. We compare the performance of the SAFE score and other non-invasive tests to diagnose liver fibrosis and to correlate the scores with liver-related outcomes in patients with NAFLD in Hong Kong. METHODS This was a retrospective cohort study involving two data sets. The first cohort was a biopsy cohort of NAFLD patients (n = 279), and the second was a territory-wide cohort of NAFLD patients (n = 4603) retrieved from a territory-wide electronic healthcare database in Hong Kong. RESULTS In detecting significant fibrosis, liver stiffness measured by transient elastography had the highest area under the receiver operating characteristic curve (AUROC) (.844), followed by SAFE score (.773). SAFE score had the highest AUROC among blood-based algorithms (.773 vs. .746 for FIB-4, .697 for APRI). Based on cut-off values of SAFE score (0 and 100 points), 854 (18.6%), 1596 (34.6%) and 2153 (46.8%) were in the low-, intermediate- and high-risk groups, respectively, in the territory-wide cohort. Six (.7%), 15 (.9%) and 59 (2.7%) developed liver-related events in those three groups respectively. Among patients who had liver-related events at 5 years, using the high cut-off, SAFE score could predict 84.9% of patients accurately, compared to 40.9% for FIB-4 and 27.2% for APRI. CONCLUSION The SAFE score performed well and better than other blood-based markers in diagnosing significant fibrosis and predicting liver-related events in Asian patients with NAFLD.
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Affiliation(s)
- Guanlin Li
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Huapeng Lin
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Pimsiri Sripongpun
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Redwood City, California, USA
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Lilian Y Liang
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Xinrong Zhang
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Vincent W S Wong
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Grace L H Wong
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - W Ray Kim
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Redwood City, California, USA
| | - Terry C F Yip
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
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12
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Wittman JT, Bullard KM, Benoit SR. Trends in Preventive Care Services Among U.S. Adults With Diagnosed Diabetes, 2008-2020. Diabetes Care 2023; 46:2285-2291. [PMID: 37844212 DOI: 10.2337/dc23-1119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 09/22/2023] [Indexed: 10/18/2023]
Abstract
OBJECTIVE Preventive care services are important to prevent or delay complications associated with diabetes. We report trends in receipt of six American Diabetes Association-recommended preventive care services during 2008-2020. RESEARCH DESIGN AND METHODS We used 2008-2020 data from the cross-sectional Medical Expenditures Panel Survey to calculate the proportion of U.S. adults ≥18 years of age with diagnosed diabetes who reported receiving preventive care services, overall and by subpopulation (n = 25,616). We used joinpoint regression to identify trends during 2008-2019. The six services completed in the past year included at least one dental examination, dilated-eye examination, foot examination, and cholesterol test; at least two A1C tests, and an influenza vaccine. RESULTS From 2008 to 2020, proportions of U.S. adults with diabetes receiving any individual preventive care service ranged from 32.6% to 89.9%. From 2008 to 2019, overall trends in preventive services among these adults were flat except for an increase in influenza vaccination (average annual percent change: 2.6% [95% CI 1.1%, 4.2%]). Trend analysis of subgroups was heterogeneous: influenza vaccination and A1C testing showed improvements among several subgroups, whereas cholesterol testing (patients aged 45-64 years; less than a high school education; Medicaid insurance) and dental visits (uninsured) declined. In 2020, 8.2% (95% CI 4.5%, 11.9%) of those with diabetes received none of the recommended preventive care services. CONCLUSIONS Other than influenza vaccination, we observed no improvement in preventive care service use among U.S. adults with diabetes. These data highlight services and specific subgroups that could be targeted to improve preventive care among adults with diabetes.
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Affiliation(s)
- Jacob T Wittman
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Kai McKeever Bullard
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Stephen R Benoit
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
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13
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Ruissen MM, Torres-Peña JD, Uitbeijerse BS, Arenas de Larriva AP, Huisman SD, Namli T, Salzsieder E, Vogt L, Ploessnig M, van der Putte B, Merle A, Serra G, Rodríguez G, de Graaf AA, de Koning EJP, Delgado-Lista J, Sont JK. Clinical impact of an integrated e-health system for diabetes self-management support and shared decision making (POWER2DM): a randomised controlled trial. Diabetologia 2023; 66:2213-2225. [PMID: 37775611 PMCID: PMC10627940 DOI: 10.1007/s00125-023-06006-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 07/21/2023] [Indexed: 10/01/2023]
Abstract
AIMS/HYPOTHESIS There is a lack of e-health systems that integrate the complex variety of aspects relevant for diabetes self-management. We developed and field-tested an e-health system (POWER2DM) that integrates medical, psychological and behavioural aspects and connected wearables to support patients and healthcare professionals in shared decision making and diabetes self-management. METHODS Participants with type 1 or type 2 diabetes (aged >18 years) from hospital outpatient diabetes clinics in the Netherlands and Spain were randomised using randomisation software to POWER2DM or usual care for 37 weeks. This RCT assessed the change in HbA1c between the POWER2DM and usual care groups at the end of the study (37 weeks) as a primary outcome measure. Participants and clinicians were not blinded to the intervention. Changes in quality of life (QoL) (WHO-5 Well-Being Index [WHO-5]), diabetes self-management (Diabetes Self-Management Questionnaire - Revised [DSMQ-R]), glycaemic profiles from continuous glucose monitoring devices, awareness of hypoglycaemia (Clarke hypoglycaemia unawareness instrument), incidence of hypoglycaemic episodes and technology acceptance were secondary outcome measures. Additionally, sub-analyses were performed for participants with type 1 and type 2 diabetes separately. RESULTS A total of 226 participants participated in the trial (108 with type 1 diabetes; 118 with type 2 diabetes). In the POWER2DM group (n=111), HbA1c decreased from 60.6±14.7 mmol/mol (7.7±1.3%) to 56.7±12.1 mmol/mol (7.3±1.1%) (means ± SD, p<0.001), compared with no change in the usual care group (n=115) (baseline: 61.7±13.7 mmol/mol, 7.8±1.3%; end of study: 61.0±12.4 mmol/mol, 7.7±1.1%; p=0.19) (between-group difference 0.24%, p=0.008). In the sub-analyses in the POWER2DM group, HbA1c in participants with type 2 diabetes decreased from 62.3±17.3 mmol/mol (7.9±1.6%) to 54.3±11.1 mmol/mol (7.1±1.0%) (p<0.001) compared with no change in HbA1c in participants with type 1 diabetes (baseline: 58.8±11.2 mmol/mol [7.5±1.0%]; end of study: 59.2±12.7 mmol/mol [7.6±1.2%]; p=0.84). There was an increase in the time during which interstitial glucose levels were between 3.0 and 3.9 mmol/l in the POWER2DM group, but no increase in clinically relevant hypoglycaemia (interstitial glucose level below 3.0 mmol/l). QoL improved in participants with type 1 diabetes in the POWER2DM group compared with the usual care group (baseline: 15.7±3.8; end of study: 16.3±3.5; p=0.047 for between-group difference). Diabetes self-management improved in both participants with type 1 diabetes (from 7.3±1.2 to 7.7±1.2; p=0.002) and those with type 2 diabetes (from 6.5±1.3 to 6.7±1.3; p=0.003) within the POWER2DM group. The POWER2DM integrated e-health support was well accepted in daily life and no important adverse (or unexpected) effects or side effects were observed. CONCLUSIONS/INTERPRETATION POWER2DM improves HbA1c levels compared with usual care in those with type 2 diabetes, improves QoL in those with type 1 diabetes, improves diabetes self-management in those with type 1 and type 2 diabetes, and is well accepted in daily life. TRIAL REGISTRATION ClinicalTrials.gov NCT03588104. FUNDING This study was funded by the European Union's Horizon 2020 Research and Innovation Programme (grant agreement number 689444).
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Affiliation(s)
- Merel M Ruissen
- Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
- Department of Biomedical Data Sciences, Medical Decision Making Section, Leiden University Medical Center, Leiden, the Netherlands
| | - José D Torres-Peña
- Lipids and Atherosclerosis Unit, Department of Internal Medicine, Reina Sofía University Hospital, Córdoba, Spain
- Department of Medical and Surgical Sciences, University of Córdoba, Córdoba, Spain
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Centro de Investigación Biomédica en Red Fisiopatologia de la Obesidad y Nutricion (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Bas S Uitbeijerse
- Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Antonio P Arenas de Larriva
- Lipids and Atherosclerosis Unit, Department of Internal Medicine, Reina Sofía University Hospital, Córdoba, Spain
- Department of Medical and Surgical Sciences, University of Córdoba, Córdoba, Spain
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Centro de Investigación Biomédica en Red Fisiopatologia de la Obesidad y Nutricion (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Sasja D Huisman
- Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Tuncay Namli
- SRDC Software Research & Development and Consultancy Corp., Ankara, Turkey
| | | | - Lutz Vogt
- Diabetes Service Center GmbH, Karlsburg, Germany
| | | | | | | | | | | | - Albert A de Graaf
- Netherlands Organization for Applied Scientific Research (TNO), Utrecht, the Netherlands
| | - Eelco J P de Koning
- Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands.
| | - Javier Delgado-Lista
- Lipids and Atherosclerosis Unit, Department of Internal Medicine, Reina Sofía University Hospital, Córdoba, Spain
- Department of Medical and Surgical Sciences, University of Córdoba, Córdoba, Spain
- Maimonides Biomedical Research Institute of Córdoba, Córdoba, Spain
- Centro de Investigación Biomédica en Red Fisiopatologia de la Obesidad y Nutricion (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Jacob K Sont
- Department of Biomedical Data Sciences, Medical Decision Making Section, Leiden University Medical Center, Leiden, the Netherlands
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14
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Garcia-Carretero R, Vazquez-Gomez O, Lopez-Lomba M, Gil-Prieto R, Gil-de-Miguel A. Insulin Resistance and Metabolic Syndrome as Risk Factors for Hospitalization in Patients with COVID-19: Pilot Study on the Use of Machine Learning. Metab Syndr Relat Disord 2023; 21:443-452. [PMID: 37669018 DOI: 10.1089/met.2023.0083] [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: 09/06/2023] Open
Abstract
Aim: Conditions linked to metabolic syndrome, such as obesity, hypertension, insulin resistance, and dyslipidemia, are common in patients with severe coronavirus disease 2019 (COVID-19). These conditions can act synergistically to contribute to negative outcomes. We describe and analyze the relationship between metabolic syndrome and COVID-19 severity in terms of risk of hospitalization. Methods: We designed a retrospective, cross-sectional study, including patients with confirmed COVID-19 diagnosis. Clinical and laboratory parameters regarding metabolic syndrome were collected. The Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) was used to assess insulin resistance. The outcome was needed for hospitalization. Logistic regression was used to calculate odds ratios, and to determine the association between variables and risk of hospitalization. Advanced approaches using machine learning were also used to identify and interpret the effects of predictors on the proposed outcome. Results: We included 2716 COVID-19 patients with a mean age of 61.8 years. Of these, 48.9% were women, 28.9% had diabetes, and 50.6% were diagnosed with metabolic syndrome. Overall, 212 patients required hospitalization. Patients with metabolic syndrome had a 58% greater chance of hospitalization if they were men, 32% if they had metabolic syndrome, and 23% if they were obese. Machine learning methods identified body mass index, metabolic syndrome, systolic blood pressure, and HOMA-IR as the most relevant features for our predictive model. Conclusion: Metabolic syndrome and its related biomarkers increase the odds for a severe clinical course of COVID-19 and the need for hospitalization. Machine learning methods can aid understanding of the effects of single features when assessing risks for a given outcome.
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Affiliation(s)
- Rafael Garcia-Carretero
- Department of Internal Medicine, Mostoles University Hospital, Rey Juan Carlos University (Madrid), Mostoles, Spain
| | - Oscar Vazquez-Gomez
- Department of Internal Medicine, Mostoles University Hospital, Rey Juan Carlos University (Madrid), Mostoles, Spain
| | - Marta Lopez-Lomba
- Department of Microbiology, Mostoles University Hospital, Mostoles, Spain
| | - Ruth Gil-Prieto
- Department of Preventive Medicine and Public Health, Rey Juan Carlos University (Madrid), Mostoles, Spain
| | - Angel Gil-de-Miguel
- Department of Preventive Medicine and Public Health, Rey Juan Carlos University (Madrid), Mostoles, Spain
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15
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Tokarek J, Budny E, Saar M, Stańczak K, Wojtanowska E, Młynarska E, Rysz J, Franczyk B. Molecular Processes Involved in the Shared Pathways between Cardiovascular Diseases and Diabetes. Biomedicines 2023; 11:2611. [PMID: 37892985 PMCID: PMC10604380 DOI: 10.3390/biomedicines11102611] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 09/17/2023] [Accepted: 09/18/2023] [Indexed: 10/29/2023] Open
Abstract
Cardiovascular diseases and diabetes mellitus are currently among the diseases with the highest morbidity and mortality. The pathogenesis and development of these diseases remain strongly connected, along with inflammation playing a major role. Therefore, the treatment possibilities showing a positive impact on both of these diseases could be especially beneficial for patients. SGLT-2 inhibitors and GLP-1 receptor agonists present this dual effect. Moreover, the hostile composition of the gut microbiota could influence the progression of these conditions. In this review, the authors present the latest knowledge on and innovations in diabetes mellitus and CVD-with the focus on the molecular mechanisms and the role of the microbiota.
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Affiliation(s)
- Julita Tokarek
- Department of Nephrocardiology, Medical University of Lodz, ul. Zeromskiego 113, 90-549 Lodz, Poland (K.S.); (E.W.)
| | - Emilian Budny
- Department of Nephrocardiology, Medical University of Lodz, ul. Zeromskiego 113, 90-549 Lodz, Poland (K.S.); (E.W.)
| | - Maciej Saar
- Department of Nephrocardiology, Medical University of Lodz, ul. Zeromskiego 113, 90-549 Lodz, Poland (K.S.); (E.W.)
| | - Kamila Stańczak
- Department of Nephrocardiology, Medical University of Lodz, ul. Zeromskiego 113, 90-549 Lodz, Poland (K.S.); (E.W.)
| | - Ewa Wojtanowska
- Department of Nephrocardiology, Medical University of Lodz, ul. Zeromskiego 113, 90-549 Lodz, Poland (K.S.); (E.W.)
| | - Ewelina Młynarska
- Department of Nephrocardiology, Medical University of Lodz, ul. Zeromskiego 113, 90-549 Lodz, Poland (K.S.); (E.W.)
| | - Jacek Rysz
- Department of Nephrology, Hypertension and Family Medicine, Medical University of Lodz, ul. Zeromskiego 113, 90-549 Lodz, Poland
| | - Beata Franczyk
- Department of Nephrocardiology, Medical University of Lodz, ul. Zeromskiego 113, 90-549 Lodz, Poland (K.S.); (E.W.)
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16
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Cortellini A, D'Alessio A, Cleary S, Buti S, Bersanelli M, Bordi P, Tonini G, Vincenzi B, Tucci M, Russo A, Pantano F, Russano M, Stucci LS, Sergi MC, Falconi M, Zarzana MA, Santini D, Spagnolo F, Tanda ET, Rastelli F, Giorgi FC, Pergolesi F, Giusti R, Filetti M, Lo Bianco F, Marchetti P, Botticelli A, Gelibter A, Siringo M, Ferrari M, Marconcini R, Vitale MG, Nicolardi L, Chiari R, Ghidini M, Nigro O, Grossi F, De Tursi M, Di Marino P, Queirolo P, Bracarda S, Macrini S, Inno A, Zoratto F, Veltri E, Spoto C, Vitale MG, Cannita K, Gennari A, Morganstein DL, Mallardo D, Nibid L, Sabarese G, Brunetti L, Perrone G, Ascierto PA, Ficorella C, Pinato DJ. Type 2 Diabetes Mellitus and Efficacy Outcomes from Immune Checkpoint Blockade in Patients with Cancer. Clin Cancer Res 2023; 29:2714-2724. [PMID: 37125965 DOI: 10.1158/1078-0432.ccr-22-3116] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 02/14/2023] [Accepted: 04/25/2023] [Indexed: 05/02/2023]
Abstract
PURPOSE No evidence exists as to whether type 2 diabetes mellitus (T2DM) impairs clinical outcome from immune checkpoint inhibitors (ICI) in patients with solid tumors. EXPERIMENTAL DESIGN In a large cohort of ICI recipients treated at 21 institutions from June 2014 to June 2020, we studied whether patients on glucose-lowering medications (GLM) for T2DM had shorter overall survival (OS) and progression-free survival (PFS). We used targeted transcriptomics in a subset of patients to explore differences in the tumor microenvironment (TME) of patients with or without diabetes. RESULTS A total of 1,395 patients were included. Primary tumors included non-small cell lung cancer (NSCLC; 54.7%), melanoma (24.7%), renal cell (15.0%), and other carcinomas (5.6%). After multivariable analysis, patients on GLM (n = 226, 16.2%) displayed an increased risk of death [HR, 1.29; 95% confidence interval (CI),1.07-1.56] and disease progression/death (HR, 1.21; 95% CI, 1.03-1.43) independent of number of GLM received. We matched 92 metformin-exposed patients with 363 controls and 78 patients on other oral GLM or insulin with 299 control patients. Exposure to metformin, but not other GLM, was associated with an increased risk of death (HR, 1.53; 95% CI, 1.16-2.03) and disease progression/death (HR, 1.34; 95% CI, 1.04-1.72). Patients with T2DM with higher pretreatment glycemia had higher neutrophil-to-lymphocyte ratio (P = 0.04), while exploratory tumoral transcriptomic profiling in a subset of patients (n = 22) revealed differential regulation of innate and adaptive immune pathways in patients with T2DM. CONCLUSIONS In this study, patients on GLM experienced worse outcomes from immunotherapy, independent of baseline features. Prospective studies are warranted to clarify the relative impact of metformin over a preexisting diagnosis of T2DM in influencing poorer outcomes in this population.
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Affiliation(s)
- Alessio Cortellini
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Antonio D'Alessio
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Siobhan Cleary
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Sebastiano Buti
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Paola Bordi
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Giuseppe Tonini
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Bruno Vincenzi
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Marco Tucci
- Department of Interdisciplinary Medicine (DIM), University of Bari "Aldo Moro", Italy
- Medical Oncology Unit, Policlinico Hospital of Bari, Bari, Italy
| | - Alessandro Russo
- Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Messina, Italy
| | - Francesco Pantano
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Marco Russano
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | | | | | - Martina Falconi
- Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Messina, Italy
| | - Maria Antonietta Zarzana
- Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Messina, Italy
| | - Daniele Santini
- UOC Oncologia Medica territoriale, La Sapienza University, Polo Pontino, Rome, Italy
| | | | - Enrica T Tanda
- IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - Francesca Rastelli
- UOC Oncologia Ascoli Piceno - San Benedetto del Tronto, Ascoli Piceno, Italy
| | | | - Federica Pergolesi
- UOC Oncologia Ascoli Piceno - San Benedetto del Tronto, Ascoli Piceno, Italy
| | - Raffaele Giusti
- Azienda Ospedaliera Sant'Andrea, Sapienza University of Rome, Rome, Italy
| | - Marco Filetti
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
- Early Phase Trials, Policlinico Agostino Gemelli IRCCS, Rome, Italy
| | | | - Paolo Marchetti
- Istituto Dermopatico dell'Immacolata: IDI IRCCS, Rome, Italy
| | - Andrea Botticelli
- Department of Clinical and Molecular Oncology, "Sapienza" University of Rome, Rome, Italy
| | - Alain Gelibter
- Department of Clinical and Molecular Oncology, "Sapienza" University of Rome, Rome, Italy
| | - Marco Siringo
- Department of Clinical and Molecular Oncology, "Sapienza" University of Rome, Rome, Italy
| | - Marco Ferrari
- Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | | | | | | | - Rita Chiari
- UOC Oncologia, Azienda Ospedaliera Marche Nord, Pesaro, Italy
| | - Michele Ghidini
- Medical Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Olga Nigro
- Medical Oncology, ASST Sette Laghi, Ospedale di Circolo e Fondazione Macchi, Varese, Italy
| | - Francesco Grossi
- Medical Oncology, ASST Sette Laghi, Ospedale di Circolo e Fondazione Macchi, Varese, Italy
- Division of Medical Oncology, University of Insubria, Varese, Italy
| | - Michele De Tursi
- Department of Innovative Technologies in Medicine & Dentistry, University G. D'Annunzio, Chieti-Pescara, Italy
| | | | - Paola Queirolo
- Division of Medical Oncology for Melanoma, Sarcoma, and Rare Tumors, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sergio Bracarda
- S.C. Medical Oncology, Azienda Ospedaliera S. Maria, Terni, Italy
| | - Serena Macrini
- S.C. Medical Oncology, Azienda Ospedaliera S. Maria, Terni, Italy
| | - Alessandro Inno
- Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar, Verona, Italy
| | | | - Enzo Veltri
- Medical Oncology, Santa Maria Goretti Hospital, Latina, Italy
| | - Chiara Spoto
- Medical Oncology, Santa Maria Goretti Hospital, Latina, Italy
| | - Maria Grazia Vitale
- Melanoma, Cancer Immunotherapy and Development Therapeutics Unit, Istituto Nazionale Tumori-IRCCS Fondazione "G. Pascale", Naples, Italy
| | - Katia Cannita
- Medical Oncology Unit, Department of Oncology, Teramo, Italy
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Daniel L Morganstein
- Skin Unit, Royal Marsden Hospital, London, United Kingdom
- Department of Endocrinology, Chelsea and Westminster Hospital, London, United Kingdom
| | - Domenico Mallardo
- Melanoma, Cancer Immunotherapy and Development Therapeutics Unit, Istituto Nazionale Tumori-IRCCS Fondazione "G. Pascale", Naples, Italy
| | - Lorenzo Nibid
- Pathology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Giovanna Sabarese
- Pathology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Leonardo Brunetti
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Giuseppe Perrone
- Pathology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Paolo A Ascierto
- Melanoma, Cancer Immunotherapy and Development Therapeutics Unit, Istituto Nazionale Tumori-IRCCS Fondazione "G. Pascale", Naples, Italy
| | - Corrado Ficorella
- Department of Biotechnology and Applied Clinical Science, University of L'Aquila, L'Aquila, Italy
| | - David J Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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Syed H. Type 2 diabetes: treatment recommendations for reducing the risk of complications. Nurs Stand 2023; 38:45-50. [PMID: 37183423 DOI: 10.7748/ns.2023.e11997] [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] [Accepted: 09/22/2022] [Indexed: 05/16/2023]
Abstract
Nurses should recognise type 2 diabetes as a cardiorenal metabolic syndrome that requires the holistic management of blood glucose, blood pressure, lipid levels and lifestyle factors. It is also important that nurses can identify, prevent and manage complications associated with type 2 diabetes, such as cardiovascular disease, retinopathy, nephropathy, foot health issues and psychological effects. This article explains the latest national guidelines on managing type 2 diabetes in adults, including the recommendations for pharmacological treatment, thereby supporting nurses to provide effective care for people with this condition.
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Affiliation(s)
- Hannah Syed
- Pharmacy Department, East Sussex Healthcare NHS Trust, Hastings, England
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18
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Neu T, Eppley C, Gianelis K. Implementing Effective Care Through Utilization of Diabetes-Focused "Right Care" Visits in a Suburban Primary Care Setting. J Dr Nurs Pract 2023; 16:139-149. [PMID: 37468169 DOI: 10.1891/jdnp-2022-0008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/21/2023]
Abstract
Background: Diabetes is the seventh leading cause of death in the United States and the leading cause of lower limb amputations, adult-onset blindness, and renal failure. It is estimated that 34.2 million Americans have a diabetes diagnosis, and the prevalence of this condition has continually increased over the last two decades. This study includes patients at a large, suburban primary care practice in southwest Ohio who were considered to have uncontrolled diabetes based on their last Hemoglobin A1c of greater than 9%. Compliance with recommended annual screenings among this population was 15%. Objectives: The aim of this project was to improve glycemic control and increase the number of patients who received the recommended annual screenings through the implementation of nurse practitioner-driven, diabetes-focused "Right Care" visits.C Methods: This quality improvement pilot study consisted of interventions implemented over the four plan-do-study-act cycles. Each cycle included a test of change that was identified based on data from previous cycles to ensure continuous improvement throughout project implementation. Four interventions were evaluated including the utilization of a diabetes registry, implementation of a "Right Care" checklist during "Right Care" visits, use of a patient engagement tool with a focus on individualizing diabetes medication regimens, and implementation of a team-engagement plan. Results: Average Hemoglobin A1c reduction was 2.4% post-"Right Care" visit. Compliance with the annual screening bundle increased to 44% over 8 weeks. Utilization of the patient/provider relationship increased visit compliance by 18%, and the team engagement plan decreased work-related stress by 12%. Conclusions: The implementation of "Right Care" visits led to improved glycemic control and increased compliance with the recommended annual screenings among patients with an A1c greater than 9%. The patient engagement tool identified key factors related to diabetes medication adherence and team engagement decreased work-related stress and improved annual fundoscopic exam screening compliance. Implications for Nursing: Nurse practitioner-led "Right Care" visits utilize the knowledge and skills of advanced practice registered nurses to improve glycemic control in patients with uncontrolled diabetes.
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Affiliation(s)
- Tricia Neu
- Department of Nursing, Miami University, Oxford, OH, USA
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Li YJ, Chang YL, Chou YC, Hsu CC. Hypoglycemia risk with inappropriate dosing of glucose-lowering drugs in patients with chronic kidney disease: a retrospective cohort study. Sci Rep 2023; 13:6373. [PMID: 37076583 PMCID: PMC10115797 DOI: 10.1038/s41598-023-33542-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 04/14/2023] [Indexed: 04/21/2023] Open
Abstract
The incidence rates and consequences of inappropriate dosing of glucose-lowering drugs remain limited in patients with chronic kidney disease (CKD). A retrospective cohort study was conducted to estimate the frequency of inappropriate dosing of glucose-lowering drugs and to evaluate the subsequent risk of hypoglycemia in outpatients with an estimated glomerular filtration rate (eGFR) of < 50 mL/min/1.73 m2. Outpatient visits were divided according to whether the prescription of glucose-lowering drugs included dose adjustment according to eGFR or not. A total of 89,628 outpatient visits were included, 29.3% of which received inappropriate dosing. The incidence rates of the composite of all hypoglycemia were 76.71 and 48.51 events per 10,000 person-months in the inappropriate dosing group and in appropriate dosing group, respectively. After multivariate adjustment, inappropriate dosing was found to lead to an increased risk of composite of all hypoglycemia (hazard ratio 1.52, 95% confidence interval 1.34, 1.73). In the subgroup analysis, there were no significant changes in the risk of hypoglycemia regardless of renal function (eGFR < 30 vs. 30-50 mL/min/1.73 m2). In conclusion, inappropriate dosing of glucose-lowering drugs in patients with CKD is common and associated with a higher risk of hypoglycemia.
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Affiliation(s)
- Yun-Jhe Li
- Department of Pharmacy, Taipei Veterans General Hospital, No. 201, Sect. 2, Shih-Pai Road, Taipei, 112, Taiwan
- Department of Pharmacy, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
- Institute of Pharmacology, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yuh-Lih Chang
- Department of Pharmacy, Taipei Veterans General Hospital, No. 201, Sect. 2, Shih-Pai Road, Taipei, 112, Taiwan
- Institute of Pharmacology, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Pharmacy, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yueh-Ching Chou
- Department of Pharmacy, Taipei Veterans General Hospital, No. 201, Sect. 2, Shih-Pai Road, Taipei, 112, Taiwan
- Institute of Pharmacology, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Pharmacy, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chia-Chen Hsu
- Department of Pharmacy, Taipei Veterans General Hospital, No. 201, Sect. 2, Shih-Pai Road, Taipei, 112, Taiwan.
- Department of Pharmacy, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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20
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Effect of periodontal therapy on insulin resistance in adults with dysglycemia and periodontitis: a systematic review and meta-analysis. Clin Oral Investig 2023; 27:1329-1342. [PMID: 36790626 DOI: 10.1007/s00784-023-04879-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 01/22/2023] [Indexed: 02/16/2023]
Abstract
OBJECTIVES This systematic review and meta-analysis aimed to address whether non-surgical periodontal therapy (NSPT) can affect insulin resistance, estimated by the homeostasis model assessment (HOMA), in adults with prediabetes or type 2 diabetes mellitus and periodontitis. MATERIALS AND METHODS Six electronic databases and the gray literature were systematically searched for interventional studies reporting NSPT effect on insulin resistance. Seven studies met the eligibility criteria to be synthesized in the qualitative analysis, six reporting change in HOMA-IR, three reporting change in HOMA-%S, and two in HOMA-β. Among them, four were pooled in a meta-analysis of standardized mean difference (SMD) of HOMA-IR; comparing pre- and post-intervention values, three were pooled considering HOMA-%S as outcome, and two studies were summarized considering SMD of HOMA-%S between intervention and control groups. HOMA-β results were qualitatively synthetized. RESULTS With low level of certainty, NSPT significantly reduced HOMA-IR, when compared with pre-intervention data (SMD, -0.35, 95% CI -0.63 to 0.07, p=0.02). There were no significant changes in HOMA-%S or in HOMA-β scores. The level of certainty was very low and moderate, respectively. CONCLUSIONS Assertions about a causal link between NSPT and insulin resistance are weak and conflicting, although our more robust results point out to the absence of effect. . CLINICAL RELEVANCE Because further high-quality studies assessing the relationship between periodontitis and insulin resistance are need, the findings of the current systematic review are limited to give recommendations for clinicians. However, while identifying a lack of research in humans with T2D concerning periodontitis and insulin resistance, this study reinforces the need of multicenter well-designed randomized clinical trials.
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Soares AR, Coelho M, Tracey M, Carvalho D, Silva-Nunes J. Epidemiological, Social and Economic Burden of Severe Hypoglycaemia in Patients with Diabetes Mellitus in Portugal: A Structured Literature Review. Diabetes Ther 2023; 14:265-291. [PMID: 36680681 PMCID: PMC9943814 DOI: 10.1007/s13300-022-01358-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 11/25/2022] [Indexed: 01/22/2023] Open
Abstract
INTRODUCTION The aim of this review was to identify and review studies reporting on the epidemiological, social and economic impact associated with severe hypoglycaemia (SH) in people with diabetes mellitus (DM) in Portugal. METHODS A structured literature search was carried out in PubMed and Embase using a predefined selection criterion. Studies published in either Portuguese or English, between January 2010 and February 2021 were deemed eligible for inclusion. RESULTS Twelve studies including adults (aged ≥ 18 years) with type 1 and/or type 2 diabetes mellitus (T1DM/T2DM) were eligible for inclusion. Epidemiological estimates varied according to the setting and type of data source used. The proportion of patients who experienced ≥ 1 SH episode (SHE) in the previous 6-12 months varied from 3.1% in adults with T2DM to 36.8% in adults with T1DM. In adults with T2DM the prevalence in a community-based study was highest in the insulin and secretagogue combination treated group (9.1%), while in an emergency department setting prevalence was highest in the insulin-based therapy group and the oral hypoglycaemic agent without secretagogues group (32.0% and 20.0%, respectively). The prevalence of SH in other studies in patients with DM ranged from 0.1% (emergency department) to 18.1% (hospital ward). Patients treated with secretagogues had the highest rates of hospitalisations. In patients with T1DM, the annual rate of SHE was higher in those with impaired hypoglycaemia awareness than in those with intact awareness. Mean total cost (direct and indirect) per SHE ranged from €1493.00 in patients with T2DM treated in an emergency setting to €2608.51 in patients with T1DM who were hospitalised. CONCLUSION Hypoglycaemic events, especially SHE, have a significant effect on the life of persons living with DM and their caregivers. Studies show that the prevalence of this acute complication of diabetes is not negligible. In addition to the negative impact on the quality of life, the burden of SHE in Portugal translates into a significant impact on the global health expenditure.
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Affiliation(s)
| | | | - Marsha Tracey
- Eli Lilly and Company, Global Scientific Communications, Little Island, Cork, Ireland.
| | - Davide Carvalho
- Endocrinology, Diabetes and Metabolism Department, Centro Hospitalar Universitário de S. João, Porto, Portugal
- Faculty of Medicine, University of Porto, Porto, Portugal
- Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - José Silva-Nunes
- Endocrinology, Diabetes and Metabolism Department, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
- NOVA Medical School/Faculdade de Ciências Médicas, New University of Lisbon, Lisbon, Portugal
- Health and Technology Research Center (H&TRC), Escola Superior de Tecnologia da Saúde de Lisboa, Lisbon, Portugal
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22
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Lao C, Gurney J, Stanley J, Krebs J, Meredith I, Campbell I, Teng A, Sika-Paotonu D, Koea J, Lawrenson R. Association of diabetes and breast cancer characteristics at diagnosis. Cancer Causes Control 2023; 34:103-111. [PMID: 36409455 DOI: 10.1007/s10552-022-01654-y] [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: 09/13/2022] [Accepted: 11/09/2022] [Indexed: 11/22/2022]
Abstract
PURPOSE This study aims to examine the association of diabetes and breast cancer characteristics at diagnosis in Aotearoa/New Zealand. METHODS Patients diagnosed with invasive breast cancer between 2005 and 2020 were identified from the National Breast Cancer Register. Logistic regression modeling was used to estimate the adjusted odds ratio (OR) of having stage III-IV cancer and the OR of having stage IV cancer for women with diabetes compared to those without diabetes. The adjusted OR of having screen-detected breast cancers for patients aged 45-69 years with diabetes compared to patients without diabetes was estimated. RESULTS 26,968 women were diagnosed with breast cancer, with 3,137 (11.6%) patients having diabetes at the time of cancer diagnosis. The probability of co-occurrence of diabetes and breast cancer increased with time. Māori, Pacific and Asian women were more likely to have diabetes than European/Others. The probability of having diabetes also increased with age. For patients with diabetes, the probability of being diagnosed with stage III-IV cancer and stage IV cancer was higher than for patients without diabetes (OR 1.14, 95% CI 1.03-1.27; and 1.17, 95% CI 1.00-1.38). Women aged 45-69 years with diabetes were more likely to have screen-detected cancer than those without diabetes (OR 1.13, 95% CI 1.02-1.26). CONCLUSIONS The co-occurrence of diabetes and breast cancer is becoming more common. Overall there is a small but significant adverse impact of having advanced disease for women with diabetes that is found at the time of breast cancer diagnosis, and this may contribute to other inequities that occur in the treatment pathway that may impact on patient outcomes.
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Affiliation(s)
- Chunhuan Lao
- Medical Research Centre, The University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand.
| | - Jason Gurney
- Department of Public Health, University of Otago, Wellington, New Zealand
| | - James Stanley
- Department of Public Health, University of Otago, Wellington, New Zealand
| | - Jeremy Krebs
- Department of Medicine, University of Otago, Wellington, New Zealand
| | - Ineke Meredith
- General Surgery, Wakefield Hospital, Wellington, New Zealand
| | - Ian Campbell
- General Surgery, Wakefield Hospital, Wellington, New Zealand
- School of Medicine, The University of Auckland, Auckland, New Zealand
| | - Andrea Teng
- Department of Public Health, University of Otago, Wellington, New Zealand
| | - Dianne Sika-Paotonu
- Department of Pathology & Molecular Medicine, University of Otago, Wellington, New Zealand
| | - Jonathan Koea
- General Surgery, Wakefield Hospital, Wellington, New Zealand
- Medical Surgery, The University of Auckland, Auckland, New Zealand
| | - Ross Lawrenson
- Medical Research Centre, The University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand
- Strategy and Funding, Waikato Hospital, Hamilton, New Zealand
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23
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Mavragani A, Zimmermann G, Rawlings K, Ryan C, Voelker L, Edwards C. Improvements in Glycemic Control and Depressive Symptoms Among Adults With Type 2 Diabetes: Retrospective Study. JMIR Form Res 2023; 0:e0. [PMID: 36701178 PMCID: PMC9912151 DOI: 10.2196/41880] [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] [Received: 08/15/2022] [Revised: 11/23/2022] [Accepted: 12/27/2022] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND The prevalence of diabetes remains high, with traditional lifestyle interventions demonstrating limited success in improving diabetes-related outcomes, particularly among individuals with diabetes-related mental health comorbidities. Digital health interventions provide the ability to ease the sustained and rigorous self-management needs associated with diabetes care and treatment. Current interventions though, are plagued by small sample sizes, underpowered pilot studies, and immense heterogeneity in program intervention, duration, and measured outcomes. OBJECTIVE Therefore, this work aimed to evaluate the effectiveness of a mobile health diabetes management program on measures of glycemic control in a high-risk population with type 2 diabetes (hemoglobin A1c [HbA1c] ≥8.0%), utilizing a sample of 1128 participants who provided baseline and follow-up data. The sustainability of this change in glycemic control was examined in a subset of participants (n=455) at 6 months and 1 year following program enrollment. A secondary analysis examined changes in glycemic control among a subset of participants with self-reported mild-to-moderate depression at baseline. METHODS This study utilized a single-arm, retrospective design. Participants were enrolled in the Vida Health Diabetes Management Program. This app-based intervention utilized one-on-one remote sessions with a health coach, registered dietitian nutritionist, and/or a certified diabetes care and education specialist and structured lessons and tools related to diabetes management and self-care. Participants provided baseline (-365 to 21 days of program enrollment) as well as follow-up (at least 90 days following program enrollment) HbA1c values. Paired t tests were used to evaluate changes in HbA1c between baseline and follow-up time points. The 8-item Patient Health Questionnaire and the 7-item Generalized Anxiety Disorder Scale were utilized to assess self-reported depressive and anxiety symptoms, respectively. Paired t tests and linear regression modeling accounting for pertinent covariates were used to evaluate changes in mental health symptom acuity and their relationship with changes in glycemic control. RESULTS We observed a significant decrease in HbA1c of -1.35 points between baseline (mean 9.84, SD 1.64) and follow-up (mean 8.48, SD 1.77; t=22.56, P<.001) among this large, high-risk sample. This decrease was sustained up to 1 year following program enrollment. Additionally, a significant relationship between improvements in depressive symptom acuity and improvements in HbA1c was observed (β=-0.74, P=.03). CONCLUSIONS This study demonstrates clinically meaningful improvements in glycemic control among participants enrolled in the Vida Health Diabetes Management Program. Additionally, this work presents one of the largest studied samples of participants enrolled in a digital health diabetes management program to date.
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Sripongpun P, Ray Kim W, Mannalithara A, Charu V, Vidovszky A, Asch S, Desai M, Kim SH, Kwong AJ. The steatosis-associated fibrosis estimator (SAFE) score: A tool to detect low-risk NAFLD in primary care. Hepatology 2023; 77:256-267. [PMID: 35477908 PMCID: PMC9613815 DOI: 10.1002/hep.32545] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 04/06/2022] [Accepted: 04/07/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND NAFLD is common in primary care. Liver fibrosis stage 2 or higher (≥F2) increases future risk of morbidity and mortality. We developed and validated a score to aid in the initial assessment of liver fibrosis for NAFLD in primary care. METHODS Data from patients with biopsy-proven NAFLD were extracted from the NASH Clinical Research Network observational study ( n = 676). Using logistic regression and machine-learning methods, we constructed prediction models to distinguish ≥F2 from F0/1. The models were tested in participants in a trial ("FLINT," n = 280) and local patients with NAFLD with magnetic resonance elastography data ( n = 130). The final model was applied to examinees in the National Health and Nutrition Examination Survey (NHANES) III ( n = 11,953) to correlate with long-term mortality. RESULTS A multivariable logistic regression model was selected as the Steatosis-Associated Fibrosis Estimator (SAFE) score, which consists of age, body mass index, diabetes, platelets, aspartate and alanine aminotransferases, and globulins (total serum protein minus albumin). The model yielded areas under receiver operating characteristic curves ≥0.80 in distinguishing F0/1 from ≥F2 in testing data sets, consistently higher than those of Fibrosis-4 and NAFLD Fibrosis Scores. The negative predictive values in ruling out ≥F2 at SAFE of 0 were 88% and 92% in the two testing sets. In the NHANES III set, survival up to 25 years of subjects with SAFE < 0 was comparable to that of those without steatosis ( p = 0.34), whereas increasing SAFE scores correlated with shorter survival with an adjusted HR of 1.53 ( p < 0.01) for subjects with SAFE > 100. CONCLUSION The SAFE score, which uses widely available variables to estimate liver fibrosis in patients diagnosed with NAFLD, may be used in primary care to recognize low-risk NAFLD.
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Affiliation(s)
- Pimsiri Sripongpun
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - W. Ray Kim
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
| | - Ajitha Mannalithara
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
| | - Vivek Charu
- Department of Pathology, Stanford University
- Quantitative Sciences Unit, Department of Medicine, Stanford University
| | - Anna Vidovszky
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
| | - Steven Asch
- Division of Primary Care and Population Health, Department of Medicine, Stanford University
| | - Manisha Desai
- Quantitative Sciences Unit, Department of Medicine, Stanford University
| | - Sun H. Kim
- Endocrinology, Gerontology and Metabolism, Department of Medicine, Stanford University
- Stanford Diabetes Research Center, Stanford University
| | - Allison J. Kwong
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
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Tichler A, Hertroijs DFL, Ruwaard D, Brouwers MCGJ, Hiligsmann M, de Jong JD, Elissen AMJ. Preferred Conversation Topics with Respect to Treatment Decisions Among Individuals with Type 2 Diabetes. Patient Prefer Adherence 2023; 17:719-729. [PMID: 36960182 PMCID: PMC10029372 DOI: 10.2147/ppa.s397647] [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: 11/21/2022] [Accepted: 01/14/2023] [Indexed: 03/19/2023] Open
Abstract
PURPOSE Greater knowledge of individuals' needs and preferences can enhance shared decision-making, which is associated with improved quality of decisions and increased satisfaction. This study aimed to identify and prioritize the attributes (ie conversation topics) that individuals with type 2 diabetes find it most important to discuss with their healthcare provider regarding treatment decisions. PATIENTS AND METHODS First, small group interviews were organized with adults with type 2 diabetes (N=8) treated in primary care to identify the attributes that they find important to discuss regarding treatment decisions. A five-step nominal group technique was applied during the interviews. An object best-worst scaling (BWS) survey was subsequently distributed to individuals with self-reported diabetes participating in the Dutch Health Care Consumer Panel of the Netherlands Institute for Health Services Research (N=600) to determine the relative importance score (RIS) of the identified attributes. A higher RIS indicates a higher level of perceived importance. Subgroup and latent class analyses were performed to explore whether individuals' demographic and disease characteristics influenced their attribute preferences. RESULTS A total of 21 attributes were identified during three small group interviews with individuals with type 2 diabetes. Respondents in the BWS survey (N=285) viewed "quality of life" (RIS=11.97), "clinical outcomes" (RIS=10.40), "long-term diabetes complications" (RIS=9.83) and "short-term adverse medication" (RIS=7.72) as the most important in the decision-making process for the treatment of type 2 diabetes. Some differences in attribute preferences were identified according to demographic and disease characteristics. CONCLUSION In general, individuals with type 2 diabetes not only want to discuss the biological effects of treatments, but also the impact of treatment on their quality of life. Healthcare providers should be aware that attributes are viewed differently by different individuals. This emphasizes the need for tailor-made healthcare decisions, which means eliciting and responding to individual preferences in the decision-making process.
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Affiliation(s)
- Anna Tichler
- Department of Health Services Research, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
- Correspondence: Anna Tichler, Department of Health Services Research, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, P.O. Box 616, Maastricht, 6200 MD, the Netherlands, Tel +31433882193, Email
| | - Dorijn F L Hertroijs
- Department of Health Services Research, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Dirk Ruwaard
- Department of Health Services Research, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Martijn C G J Brouwers
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
- Department of Internal Medicine, Division of Endocrinology and Metabolic Disease, Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Mickaël Hiligsmann
- Department of Health Services Research, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Judith D de Jong
- Department of Health Services Research, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
- The Netherlands Institute for Health Services Research (NIVEL), Utrecht, the Netherlands
| | - Arianne M J Elissen
- Department of Health Services Research, Faculty of Health, Medicine and Life Sciences (FHML), Maastricht University, Maastricht, the Netherlands
- Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
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26
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Yen FS, Wei JCC, Hung YT, Hsu CY, Hwu CM, Hsu CC. Thiazolidinediones lower the risk of pneumonia in patients with type 2 diabetes. Front Microbiol 2023; 14:1118000. [PMID: 36876083 PMCID: PMC9981669 DOI: 10.3389/fmicb.2023.1118000] [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: 12/11/2022] [Accepted: 01/31/2023] [Indexed: 02/19/2023] Open
Abstract
Introduction We conducted this study to compare the risk of pneumonia between thiazolidinedione (TZD) use and nonuse in persons with type 2 diabetes (T2D). Methods We identified 46,763 propensity-score matched TZD users and nonusers from Taiwan's National Health Insurance Research Database between January 1, 2000, and December 31, 2017. The Cox proportional hazards models were used for comparing the risk of morbidity and mortality associated with pneumonias. Results Compared with the nonuse of TZDs, the adjusted hazard ratios (95% CI) for TZD use in hospitalization for all-cause pneumonia, bacterial pneumonia, invasive mechanical ventilation, and death due to pneumonia were 0.92 (0.88-0.95), 0.95 (0.91-0.99), 0.80 (0.77-0.83), and 0.73 (0.64-0.82), respectively. The subgroup analysis revealed that pioglitazone, not rosiglitazone, was associated with a significantly lower risk of hospitalization for all-cause pneumonia [0.85 (0.82-0.89)]. Longer cumulative duration and higher cumulative dose of pioglitazone were associated with further lower adjusted hazard ratios in these outcomes compared to no-use of TZDs. Discussion This cohort study demonstrated that TZD use was associated with significantly lower risks of hospitalization for pneumonia, invasive mechanical ventilation, and death due to pneumonia in patients with T2D. Higher cumulative duration and dose of pioglitazone were associated with a further lower risk of outcomes.
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Affiliation(s)
| | - James Cheng-Chung Wei
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan.,Department of Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan.,Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan
| | - Yu-Tung Hung
- Management Office for Health Data, China Medical University Hospital, Taichung, Taiwan.,College of Medicine, China Medical University, Taichung, Taiwan
| | - Chung Y Hsu
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Chii-Min Hwu
- Faculty of Medicine, National Yang-Ming Chiao Tung University School of Medicine, Taipei, Taiwan.,Section of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chih-Cheng Hsu
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan.,Department of Health Services Administration, China Medical University, Taichung, Taiwan.,Department of Family Medicine, Min-Sheng General Hospital, Taoyuan, Taiwan.,National Center for Geriatrics and Welfare Research, National Health Research Institutes, Miaoli, Taiwan
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27
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Davies MJ, Aroda VR, Collins BS, Gabbay RA, Green J, Maruthur NM, Rosas SE, Del Prato S, Mathieu C, Mingrone G, Rossing P, Tankova T, Tsapas A, Buse JB. Management of hyperglycaemia in type 2 diabetes, 2022. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetologia 2022; 65:1925-1966. [PMID: 36151309 PMCID: PMC9510507 DOI: 10.1007/s00125-022-05787-2] [Citation(s) in RCA: 295] [Impact Index Per Article: 147.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 08/18/2022] [Indexed: 01/11/2023]
Abstract
The American Diabetes Association and the European Association for the Study of Diabetes convened a panel to update the previous consensus statements on the management of hyperglycaemia in type 2 diabetes in adults, published since 2006 and last updated in 2019. The target audience is the full spectrum of the professional healthcare team providing diabetes care in the USA and Europe. A systematic examination of publications since 2018 informed new recommendations. These include additional focus on social determinants of health, the healthcare system and physical activity behaviours including sleep. There is a greater emphasis on weight management as part of the holistic approach to diabetes management. The results of cardiovascular and kidney outcomes trials involving sodium-glucose cotransporter-2 inhibitors and glucagon-like peptide-1 receptor agonists, including assessment of subgroups, inform broader recommendations for cardiorenal protection in people with diabetes at high risk of cardiorenal disease. After a summary listing of consensus recommendations, practical tips for implementation are provided.
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Affiliation(s)
- Melanie J Davies
- Leicester Diabetes Research Centre, University of Leicester, Leicester, UK.
- Leicester National Institute for Health Research (NIHR) Biomedical Research Centre, University Hospitals of Leicester NHS Trust, Leicester, UK.
| | - Vanita R Aroda
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Billy S Collins
- National Heart, Lung, and Blood Institute, Bethesda, MD, USA
| | | | - Jennifer Green
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, USA
| | - Nisa M Maruthur
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sylvia E Rosas
- Kidney and Hypertension Unit, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA
| | - Stefano Del Prato
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Chantal Mathieu
- Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Geltrude Mingrone
- Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Division of Diabetes and Nutritional Sciences, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, UK
| | - Peter Rossing
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Tsvetalina Tankova
- Department of Endocrinology, Medical University - Sofia, Sofia, Bulgaria
| | - Apostolos Tsapas
- Diabetes Centre, Clinical Research and Evidence-based Medicine Unit, Aristotle University Thessaloniki, Thessaloniki, Greece
- Harris Manchester College, University of Oxford, Oxford, UK
| | - John B Buse
- University of North Carolina School of Medicine, Chapel Hill, NC, USA.
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Oshman L, Biszewski M, Carlock F, Radz M, Neu R, Billings LK. Effect of a Type 2 Diabetes-Focused Visit Improvement Initiative on Therapeutic Inertia and Glycemic Control in Primary Care. Clin Diabetes 2022; 41:296-300. [PMID: 37092139 PMCID: PMC10115612 DOI: 10.2337/cd22-0024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Quality Improvement Success Stories are published by the American Diabetes Association in collaboration with the American College of Physicians and the National Diabetes Education Program. This series is intended to highlight best practices and strategies from programs and clinics that have successfully improved the quality of care for people with diabetes or related conditions. Each article in the series is reviewed and follows a standard format developed by the editors of Clinical Diabetes. The following article describes a multicomponent quality improvement initiative in the Chicago, IL, area that used a diabetes-focused clinic visit to overcome barriers that lead to clinical inertia for type 2 diabetes.
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Affiliation(s)
| | | | | | | | - Rachel Neu
- Rosalind Franklin University of Medicine and Science, North Chicago, IL
| | - Liana K. Billings
- NorthShore University HealthSystem and University of Chicago Pritzker School of Medicine, Skokie, IL
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Hermanns N, Ehrmann D, Shapira A, Kulzer B, Schmitt A, Laffel L. Coordination of glucose monitoring, self-care behaviour and mental health: achieving precision monitoring in diabetes. Diabetologia 2022; 65:1883-1894. [PMID: 35380233 PMCID: PMC9522821 DOI: 10.1007/s00125-022-05685-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 01/06/2022] [Indexed: 02/02/2023]
Abstract
Monitoring of glucose plays an essential role in the management of diabetes. However, to fully understand and meaningfully interpret glucose levels, additional information on context is necessary. Important contextual factors include data on behaviours such as eating, exercise, medication-taking and sleep, as well as data on mental health aspects such as stress, affect, diabetes distress and depressive symptoms. This narrative review provides an overview of the current state and future directions of precision monitoring in diabetes. Precision monitoring of glucose has made great progress over the last 5 years with the emergence of continuous glucose monitoring (CGM), automated analysis of new glucose variables and visualisation of CGM data via the ambulatory glucose profile. Interestingly, there has been little progress in the identification of subgroups of people with diabetes based on their glycaemic profile. The integration of behavioural and mental health data could enrich such identification of subgroups to stimulate precision medicine. There are a handful of studies that have used innovative methodology such as ecological momentary assessment to monitor behaviour and mental health in people's everyday life. These studies indicate the importance of the interplay between behaviour, mental health and glucose. However, automated integration and intelligent interpretation of these data sources are currently not available. Automated integration of behaviour, mental health and glucose could lead to the identification of certain subgroups that, for example, show a strong association between mental health and glucose in contrast to subgroups that show independence of mental health and glucose. This could inform precision diagnostics and precision therapeutics. We identified just-in-time adaptive interventions as a potential means by which precision monitoring could lead to precision therapeutics. Just-in-time adaptive interventions consist of micro-interventions that are triggered in people's everyday lives when a certain problem is identified using monitored behaviour, mental health and glucose variables. Thus, these micro-interventions are responsive to real-life circumstances and are adaptive to the specific needs of an individual with diabetes. We conclude that, with current developments in big data analysis, there is a huge potential for precision monitoring in diabetes.
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Affiliation(s)
- Norbert Hermanns
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany.
- Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany.
- German Center for Diabetes Research (DZD), Muenchen-Neuherberg, Germany.
| | - Dominic Ehrmann
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
- German Center for Diabetes Research (DZD), Muenchen-Neuherberg, Germany
| | - Amit Shapira
- Harvard Medical School, Joslin Diabetes Center, Boston, MA, USA
| | - Bernhard Kulzer
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
- German Center for Diabetes Research (DZD), Muenchen-Neuherberg, Germany
| | - Andreas Schmitt
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- German Center for Diabetes Research (DZD), Muenchen-Neuherberg, Germany
| | - Lori Laffel
- Harvard Medical School, Joslin Diabetes Center, Boston, MA, USA
- Harvard Medical School, Boston Children's Hospital, Boston, MA, USA
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30
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Davies MJ, Aroda VR, Collins BS, Gabbay RA, Green J, Maruthur NM, Rosas SE, Del Prato S, Mathieu C, Mingrone G, Rossing P, Tankova T, Tsapas A, Buse JB. Management of Hyperglycemia in Type 2 Diabetes, 2022. A Consensus Report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetes Care 2022; 45:2753-2786. [PMID: 36148880 PMCID: PMC10008140 DOI: 10.2337/dci22-0034] [Citation(s) in RCA: 472] [Impact Index Per Article: 236.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 08/04/2022] [Indexed: 02/07/2023]
Abstract
The American Diabetes Association and the European Association for the Study of Diabetes convened a panel to update the previous consensus statements on the management of hyperglycemia in type 2 diabetes in adults, published since 2006 and last updated in 2019. The target audience is the full spectrum of the professional health care team providing diabetes care in the U.S. and Europe. A systematic examination of publications since 2018 informed new recommendations. These include additional focus on social determinants of health, the health care system, and physical activity behaviors, including sleep. There is a greater emphasis on weight management as part of the holistic approach to diabetes management. The results of cardiovascular and kidney outcomes trials involving sodium-glucose cotransporter 2 inhibitors and glucagon-like peptide 1 receptor agonists, including assessment of subgroups, inform broader recommendations for cardiorenal protection in people with diabetes at high risk of cardiorenal disease. After a summary listing of consensus recommendations, practical tips for implementation are provided.
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Affiliation(s)
- Melanie J. Davies
- Leicester Diabetes Research Centre, University of Leicester, Leicester, U.K
- Leicester National Institute for Health Research Biomedical Research Centre, University Hospitals of Leicester NHS Trust, Leicester, U.K
| | - Vanita R. Aroda
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | | | | | - Jennifer Green
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | - Nisa M. Maruthur
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Sylvia E. Rosas
- Kidney and Hypertension Unit, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Stefano Del Prato
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Chantal Mathieu
- Clinical and Experimental Endocrinology, KU Leuven, Leuven, Belgium
| | - Geltrude Mingrone
- Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
- Division of Diabetes and Nutritional Sciences, School of Cardiovascular and Metabolic Medicine and Sciences, King’s College London, London, U.K
| | - Peter Rossing
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Apostolos Tsapas
- Diabetes Centre, Clinical Research and Evidence-Based Medicine Unit, Aristotle University Thessaloniki, Thessaloniki, Greece
- Harris Manchester College, University of Oxford, Oxford, U.K
| | - John B. Buse
- University of North Carolina School of Medicine, Chapel Hill, NC
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31
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Yu J, Li J, Xu M, Li L, Chattopadhyay K. Dissatisfaction of people with type 2 diabetes with the care received at a diabetes clinic in Ningbo, China: A cross-sectional study. Health Sci Rep 2022; 5:e927. [PMID: 36324426 PMCID: PMC9621465 DOI: 10.1002/hsr2.927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 10/13/2022] [Accepted: 10/19/2022] [Indexed: 11/05/2022] Open
Abstract
Aim The study aimed to assess the dissatisfaction of people with type 2 diabetes mellitus (T2DM) with the care that they received at a diabetes outpatient clinic in Ningbo, China and to determine the associated factors. Methods A cross‐sectional study was conducted among 406 adults with T2DM in 2020–2021. Those who were treated at the diabetes outpatient clinic for at least six consecutive months before the survey date were eligible. The Short Assessment of Patient Satisfaction scale was used to assess participants' dissatisfaction with the care that they received. Results Of the participants, 25.1% were not satisfied with the care that they received at the diabetes outpatient clinic in Ningbo. The odds of dissatisfaction were higher in physically active people compared to those who were not (odds ratio [OR]: 3.41; 95% confidence interval [CI]: 1.56–7.45) and those with >1–5 years of T2DM compared to ≤1 year (OR: 2.18; 95% CI: 1.05–4.53). Conclusion A quarter of people with T2DM were dissatisfied with the care that they received at the diabetes outpatient clinic in Ningbo, China, and the factors associated with dissatisfaction were identified.
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Affiliation(s)
- Jingjia Yu
- Department of Endocrinology and MetabolismNingbo First HospitalNingboPeople's Republic of China
| | - Jialin Li
- Department of Endocrinology and MetabolismNingbo First HospitalNingboPeople's Republic of China
| | - Miao Xu
- Department of Endocrinology and MetabolismNingbo First HospitalNingboPeople's Republic of China
| | - Li Li
- Department of Endocrinology and MetabolismNingbo First HospitalNingboPeople's Republic of China
| | - Kaushik Chattopadhyay
- Lifespan and Population Health Academic Unit, School of MedicineUniversity of NottinghamNottinghamUK
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32
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Tilden DR, French B, Shoemaker AH, Corathers S, Jaser SS. Prolonged lapses between pediatric and adult care are associated with rise in HbA1c and inpatient days among patients with type 1 diabetes. Diabetes Res Clin Pract 2022; 192:110113. [PMID: 36208847 PMCID: PMC9867942 DOI: 10.1016/j.diabres.2022.110113] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 09/16/2022] [Accepted: 09/30/2022] [Indexed: 01/26/2023]
Abstract
AIM To quantify the association between the duration of the pediatric-to-adult care transfer with glycemic control among patients with type 1 diabetes (T1D). METHODS This retrospective cohort study included patients with T1D who completed transfer between pediatric and adult diabetes clinics at a single academic medical center between 2004 and 2020. The primary exposure was time from the last pediatric to first adult diabetes care encounter. The primary outcome was the average HbA1c in the first year after entry into adult care. RESULTS A total of 449 patients (mean age at transfer 19.8yrs, 51.7 % male) were included for analysis. Transfer required a median of nearly 5 months (196 days; IQR:93-251) and in adjusted and unadjusted models was strongly associated with increased HbA1c within 1 year of transfer (0.19 %, 2 mmol/mol; 95 %CI:0.04 %-0.33 %) for each 6 months of latency. In secondary analyses, transfer latency also exhibited a significant association with days spent hospitalized (IRR 1.23 per 6 months; 95 %CI:1.08-1.33). CONCLUSIONS Our findings isolate and quantify the impact of prolonged lapses in care associated with the pediatric-to-adult care transfer. These findings underscore the need for providers and healthcare systems to improve this care transition in order to improve outcomes for this vulnerable patient population.
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Affiliation(s)
- Daniel R Tilden
- Division of Endocrinology, Diabetes, and Clinical Pharmacology, Department of Medicine, University of Kansas Medical Center, Kansas City, KS, United States.
| | - Benjamin French
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Ashley H Shoemaker
- Ian M. Burr Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Sarah Corathers
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Sarah S Jaser
- Ian M. Burr Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States; Division of Pediatric Psychology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States
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Xenou M, Zoupas I, Lygnos D, Fousteris E. Diabetic ketoacidosis as first presentation of latent autoimmune diabetes in adults in a patient with hashitoxicosis as first presentation of Hashimoto's thyroiditis: a case report. J Med Case Rep 2022; 16:297. [PMID: 35918735 PMCID: PMC9347147 DOI: 10.1186/s13256-022-03523-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 07/10/2022] [Indexed: 11/28/2022] Open
Abstract
Background Latent autoimmune diabetes in adults is an infrequent form of autoimmune diabetes mellitus, while Hashimoto’s thyroiditis, the most common thyroid disease in adults, rarely manifests as thyrotoxicosis. The concurrent initial presentation of these two autoimmune disorders is extremely rare. Case presentation A 29-year-old male of Albanian descent presented after being hospitalized owing to diabetic ketoacidosis. The diagnosis of type 1 diabetes mellitus was placed, and intensified insulin therapy was initiated. Medical history was not of significance except a 5 kg weight loss within 2 months. The patient presented with recurrent episodes of hypoglycemia, and the doses of preprandial and basal insulin were reduced. The differential diagnosis included type 1 diabetes mellitus “honeymoon” period or another type of diabetes mellitus. His serological tests only revealed positive autoantibodies against glutamic acid decarboxylase 65 and C-peptide. The diagnosis leaned toward latent autoimmune diabetes in adults, and the therapeutic approach involved cessation of preprandial insulin therapy, regulation, and subsequent discontinuation of basal insulin and introduction of metformin. Two years later, basal insulin was reintroduced along with a glucagon-like peptide-receptor agonist and metformin. Further physical examination during the initial visit disclosed upper limb tremor, lid lag, excessive sweating, increased sensitivity to heat, and tachycardia. Laboratory tests were indicative of hashitoxicosis (suppressed level of thyroid-stimulating hormone, high levels of total and free thyroid hormones, positive anti-thyroglobulin and anti-thyroid peroxidase, and negative anti-thyroid-stimulating hormone receptor). Thyroid-stimulating hormone level was spontaneously restored, but an increase was observed during follow-up. Levothyroxine was administrated for 2 years until the patient had normal thyroid function. Conclusions The prevalence of thyroid autoantibodies in patients with latent autoimmune diabetes in adults ranges from 20% to 30%. This correlation can be attributed to genetic involvement as well as disorders of immune tolerance to autoantigens. Hence, this report gives prominence to the holistic approach and consideration of comorbidities in patients with diabetes mellitus.
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Affiliation(s)
- Maria Xenou
- Mediterranean Diabetes and Obesity Clinics (MEDOC), Athens, Santorini, Greece.,Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis Zoupas
- Mediterranean Diabetes and Obesity Clinics (MEDOC), Athens, Santorini, Greece. .,Medical School, National and Kapodistrian University of Athens, Athens, Greece.
| | - Dimitrios Lygnos
- Mediterranean Diabetes and Obesity Clinics (MEDOC), Athens, Santorini, Greece
| | - Evangelos Fousteris
- Mediterranean Diabetes and Obesity Clinics (MEDOC), Athens, Santorini, Greece
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Castera L, Boursier J. Noninvasive Algorithms for the Case Finding of "At-Risk" Patients with NAFLD. Semin Liver Dis 2022; 42:313-326. [PMID: 35835440 DOI: 10.1055/s-0042-1751081] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Despite the high prevalence of non-alcoholic fatty liver disease (NAFLD) in primary care (25%), only a small minority (< 5%) of NAFLD patients will develop advanced liver fibrosis. The challenge is to identify these patients, who are at the greatest risk of developing complications and need to be referred to liver clinics for specialized management. The focus should change from patients with abnormal liver tests toward patients "at risk of NAFLD," namely those with metabolic risk factors, such as obesity and type 2 diabetes. Non-invasive tests are well validated for diagnosing advanced fibrosis. Algorithms using FIB-4 as the first-line test, followed, if positive (≥ 1.3), by transient elastography or a patented blood test are the best strategy to define pathways for "at-risk" NAFLD patients from primary care to liver clinics. Involving general practitioners actively and raising their awareness regarding NAFLD and non-invasive tests are critical to establish such pathways.
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Affiliation(s)
- Laurent Castera
- Université de Paris, UMR1149 (CRI), INSERM, Paris, France.,Service d'Hépatologie, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Beaujon, Clichy, France
| | - Jérôme Boursier
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France.,Laboratoire HIFIH UPRES EA3859, SFR ICAT 4208, Université d'Angers, Angers, France
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35
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Matrooshi KA, Raeesi SA, Tawfik AR, Khamis AH, Bain C, Atieh M, Shah M. Knowledge of Physicians about the Interrelationship between Diabetes Mellitus and Periodontitis in the United Arab Emirates. Eur J Dent 2022; 17:219-226. [PMID: 35817089 PMCID: PMC9949970 DOI: 10.1055/s-0042-1746413] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
Abstract
OBJECTIVE Diabetes mellitus is a major cause of morbidity in the United Arab Emirates (UAE), highlighting a significant social and economic burden impacting the development of the country. Studies have shown a bidirectional relationship between diabetes and periodontal disease. The awareness of this relationship is imperative not only for dentists but also for the physicians who contribute toward enhancing a diabetic patient's health and lifestyle. There is a general need to highlight the importance of maintaining periodontal health and its positive effect on controlling diabetic health status. The purpose of this study is to investigate the knowledge of the physicians regarding diabetes and periodontal health. MATERIALS AND METHODS A cross-sectional study involving a questionnaire was distributed to the physicians who were attending the Arab Health Conference in Dubai in 2019. STATISTICAL ANALYSES A cross-tabulation analysis compared attitude, knowledge, and awareness across sector, gender, and country of graduation. A logistic regression model was used to explain the "knowledge" regarding possible confounding factors. RESULTS A total of 344 physicians with an average age of 38.11 (9.31) years, comprising of 186 (53.8%) males, participated in the survey. Of those participants, 285 (82.8%) were working in the government sector health care centers versus the private health care organizations. Also, 108 (31.4%) of the participants graduated within the universities based in the UAE, while the remaining 263 (68.6%) participants graduated from medical schools from other countries. At least 265 (77%) of the participants had positive outlook toward referring patients with diabetes to their dental colleagues, while 283 (82.3%) of the physicians acknowledge that diabetes affects periodontal health. While a majority of participants 261 (76%) treat diabetic patients in their clinical practice, only 50 (19%) of the participants admit to referring these patients for a dental consultation. In addition, the survey also revealed that 225 (65.5%) physicians comprehend the bidirectional relationship of periodontal disease and diabetes. CONCLUSION An appropriate dental referral protocol is recommended for all diabetic patients who visit physicians. This survey demonstrated that although the physicians present with good knowledge, they rarely refer diabetic patients to receive proper periodontal care.
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Affiliation(s)
- Khawla Al Matrooshi
- Department of Periodontology, Ministry of Health and Prevention, United Arab Emirates
| | - Sireen Al Raeesi
- Department of Periodontology, Ministry of Health and Prevention, United Arab Emirates
| | - Abdel R. Tawfik
- Department of Oral Surgery, Mohammed Bin Rashid University of Medicine and Health Sciences, Hamdan Bin Mohammed College of Dental Medicine Dubai Healthcare City, Dubai, United Arab Emirates
| | - Amar H. Khamis
- Department of Biostatistics, Mohammed Bin Rashid University of Medicine and Health Sciences, Hamdan Bin Mohammed College of Dental Medicine Dubai Healthcare City, Dubai, United Arab Emirates
| | - Crawford Bain
- Department of Periodontology, Mohammed Bin Rashid University of Medicine and Health Sciences, Hamdan Bin Mohammed College of Dental Medicine Dubai Healthcare City, Dubai, United Arab Emirates
| | - Momen Atieh
- Department of Oral Diagnostics and Surgical Sciences, Mohammed Bin Rashid University of Medicine and Health Sciences, Hamdan Bin Mohammed College of Dental Medicine Dubai Healthcare City, Dubai, United Arab Emirates,Sir John Walsh Research Institute, Faculty of Dentistry, University of Otago, Dunedin, New Zealand
| | - Maanas Shah
- Department of Periodontology, Mohammed Bin Rashid University of Medicine and Health Sciences, Hamdan Bin Mohammed College of Dental Medicine Dubai Healthcare City, Dubai, United Arab Emirates,Address for correspondence Maanas Shah, BDS, MSD, CAGS Department of Periodontology, Mohammed Bin Rashid University of Medicine and Health Sciences, Hamdan Bin Mohammed College of Dental Medicine Dubai Healthcare CityDubai 505055United Arab Emirates
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36
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Lin CS, Chang CC, Yeh CC, Chang YC, Chen TL, Liao CC. Outcomes following diabetes admission in patients who had influenza vaccination: A population-based cohort study. Diabetes Res Clin Pract 2022; 189:109930. [PMID: 35605799 DOI: 10.1016/j.diabres.2022.109930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 05/04/2022] [Accepted: 05/14/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVE The beneficial effect of influenza vaccination (IV) in patients with diabetes was not completely understood. METHODS Using the research data of health insurance, we performed a cohort study of patients aged ≥20 years who were admitted to inpatient care due to diabetes in 2008-2013 in Taiwan. We performed the propensity score matching and the outcomes of complications and mortality following the diabetes admission was compared between patients with and without IV. RESULTS Among 61,002 patients with diabetes admission, IV reduced 30-day in-hospital mortality (odds ratio [OR] 0.75, 95% confidence interval [CI] 0.66-0.84), particularly among patients with prior diabetes hospitalization, inadequate control for diabetes, and diabetes-related comorbidities, such as eye involvement, ketoacidosis, renal manifestations, and coma. Compared with non-IV control group, patients with IV also had decreased risks of pneumonia (OR 0.92, 95% CI 0.87-0.97), septicemia (OR 0.83, 95% CI 0.79-0.88), urinary tract infection (OR 0.94, 95% CI 0.90-0.97), and intensive care (OR 0.29, 95% CI 0.27-0.31). CONCLUSION In patients with diabetes admission, IV was associated with reduced risks of complications and mortality. Our study implicated the urgent need to promote influenza vaccination for this susceptible population with diabetes.
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Affiliation(s)
- Chao-Shun Lin
- Department of Anesthesiology, Taipei Medical University Hospital, Taipei, Taiwan; Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan; Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chuen-Chau Chang
- Department of Anesthesiology, Taipei Medical University Hospital, Taipei, Taiwan; Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan; Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chun-Chieh Yeh
- Department of Surgery, China Medical University Hospital, Taichung, Taiwan; Department of Surgery, University of Illinois, Chicago, IL, USA
| | - Yi-Cheng Chang
- Division of Endocrinology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Ta-Liang Chen
- Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan; Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Department of Anesthesiology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Chien-Chang Liao
- Department of Anesthesiology, Taipei Medical University Hospital, Taipei, Taiwan; Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan; Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; Research Center of Big Data and Meta-Analysis, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan; School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan.
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37
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Dennis M, Howpage S, McGill M, Dutta S, Koay Y, Lal LN, Lal S, Wu T, Ugander M, Wang A, Munoz PA, Wong J, Constantino MI, O'Sullivan J, Twigg SM, Puranik R. Myocardial fibrosis in type 2 diabetes is associated with functional and metabolomic parameters. Int J Cardiol 2022; 363:179-184. [PMID: 35724800 DOI: 10.1016/j.ijcard.2022.06.049] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 05/30/2022] [Accepted: 06/15/2022] [Indexed: 12/28/2022]
Affiliation(s)
- Mark Dennis
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Cardiology, Royal Prince Alfred Hospital, Sydney, Australia; Department of Aged Care, LifeHouse Hospital, Sydney, Australia.
| | - Sashie Howpage
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia
| | - Margaret McGill
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia
| | | | - Yen Koay
- Heart Research Institute, Sydney, Australia
| | - Lisa Nguyen Lal
- Sydney Medical School, University of Sydney, Sydney, Australia
| | - Sean Lal
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Cardiology, Royal Prince Alfred Hospital, Sydney, Australia
| | - Ted Wu
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia
| | - Martin Ugander
- Sydney Medical School, University of Sydney, Sydney, Australia; Kolling Institute, Royal North Shore Hospital, and Charles Perkins Centre, University of Sydney, Sydney, Australia; Department of Clinical Physiology, Karolinska University Hospital, and Karolinska Institutet, Stockholm, Sweden
| | - Alexandra Wang
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, Australia; University of New South, Wales
| | - Phillip A Munoz
- Department of Respiratory Medicine, Royal Prince Alfred Hospital, Sydney, Australia
| | - Jencia Wong
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia
| | - Maria I Constantino
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia
| | - John O'Sullivan
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Cardiology, Royal Prince Alfred Hospital, Sydney, Australia; Heart Research Institute, Sydney, Australia
| | - Stephen M Twigg
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, Australia
| | - Rajesh Puranik
- Sydney Medical School, University of Sydney, Sydney, Australia; Department of Cardiology, Royal Prince Alfred Hospital, Sydney, Australia
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38
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Embury CM, Lord GH, Drincic AT, Desouza CV, Wilson TW. Differential impact of glycemic control and comorbid conditions on the neurophysiology underlying task switching in older adults with type 2 diabetes. Aging (Albany NY) 2022; 14:4976-4989. [PMID: 35714977 PMCID: PMC9271300 DOI: 10.18632/aging.204129] [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: 04/11/2022] [Accepted: 06/04/2022] [Indexed: 11/25/2022]
Abstract
Type 2 diabetes is known to negatively affect higher order cognition and the brain, but the underlying mechanisms are not fully understood. In particular, glycemic control and common comorbidities are both thought to contribute to alterations in cortical neurophysiology in type 2 diabetes, but their specific impact remains unknown. The current study probed the dynamics underlying cognitive control in older participants with type 2 diabetes, with and without additional comorbid conditions (i.e., cardiovascular disease, nephropathy, peripheral neuropathy, retinopathy), using a task switching paradigm and a dynamic functional brain mapping method based on magnetoencephalography (MEG). We hypothesized that neural dynamics would be differentially impacted by the level of glycemic control (i.e., diabetes itself) and the burden of additional comorbid conditions. Supporting this hypothesis, our findings indicated separable, but widespread alterations across frontal, parietal, temporal and cerebellum regions in neural task-switch costs in type 2 diabetes that were differentially attributable to glycemic control and the presence of comorbid conditions. These effects were spatially non-overlapping and the effects were not statistically related to one another. Further, several of the effects that were related to the presence of comorbidities were associated with behavioral performance, indicating progressive deficits in brain function with extended disease. These findings provide insight on the underlying neuropathology and may inform future treatment plans to curtail the neural impact of type 2 diabetes.
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Affiliation(s)
- Christine M Embury
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA.,Department of Psychology, University of Nebraska Omaha, Omaha, NE 68182, USA
| | - Grace H Lord
- Department of Internal Medicine, Division of Diabetes, Endocrinology and Metabolism, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Andjela T Drincic
- Department of Internal Medicine, Division of Diabetes, Endocrinology and Metabolism, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Cyrus V Desouza
- Department of Internal Medicine, Division of Diabetes, Endocrinology and Metabolism, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Tony W Wilson
- Institute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE 68010, USA.,Department of Psychology, University of Nebraska Omaha, Omaha, NE 68182, USA
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Chen F, Jasik CB, Dall TM, Siego CV. Impact of a Digitally Enhanced Diabetes Self-Management Program on Glycemia and Medical Costs. Sci Diabetes Self Manag Care 2022; 48:258-269. [PMID: 35658628 DOI: 10.1177/26350106221100779] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To analyze economic savings and health impacts associated with a virtual digitally enhanced diabetes self-management education and support (DSMES) program. RESEARCH DESIGN AND METHODS Participants (n = 1,494) were nonpregnant adults with diagnosed type 2 diabetes and baseline body mass index (BMI) of 25 kg/m2 (23 kg/m2 if of Asian descent) or higher who enrolled in virtual DSMES between February 2019 and April 2020 for at least 4 months. Participants' changes in glycated hemoglobin (A1C) and body weight were calculated as the difference between program start and last recorded values between months 4 and 6. Outcomes for all participants were analyzed; subanalyses were done on 628 participants with starting A1C >7% (53 mmol/mol), who could benefit most from DSMES. Markov-based microsimulation approach was used to model the potential reductions in diabetes sequalae and medical expenditures if observed improvements in A1C and BMI were maintained. RESULTS DSMES participants with starting A1C >7% experienced average reductions of 0.9% A1C and 2.1 kg of body weight (-1.7% of BMI) within 6 months. If these improvements were maintained, simulated outcomes include reduced 5-year onset of ischemic heart disease by 9.2%, myocardial infarction by 10.6%, stroke by 12.1%, chronic kidney disease by 16.5%, and reduced onset of other sequelae. Simulated cumulative reduction in medical expenditures is $1160 after 1 year, $4150 after 3 years, $7790 after 5 years, and $18 020 after 10 years. CONCLUSIONS Participation in virtual DSMES improves A1C and body weight, with the potential to slow onset of diabetes sequelae and reduce medical expenditures.
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Pozzan R, Pena RG, Palma CCSSV, de Carvalho Abi-Abib R, Terra C, Cobas RA. Risk factors associated with nonalcoholic fatty liver disease evaluated by elastography in patients with type 2 diabetes. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2022; 66:452-458. [PMID: 35657127 PMCID: PMC10697651 DOI: 10.20945/2359-3997000000492] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 04/05/2022] [Indexed: 06/15/2023]
Abstract
Objective There is controversy about the indication for nonalcoholic fatty liver disease (NAFLD) screening in patients with type 2 diabetes mellitus (T2D). The present study aims to contribute to NAFLD surveillance in patients with T2D, assessing the association of clinical and biological variables with hepatic stiffness and steatosis. Subjects and methods A cross-sectional design was used, with data collection from electronic medical records, including adults with T2D who underwent transient elastography (TE) between June 2018 and December 2019. Liver stiffness and steatosis were evaluated using TE and controlled attenuation parameter (CAP), respectively, with cutoff points > 8 kpa for increased stiffness and > 275 dBm for steatosis. The relationship between clinical variables and elastography results were evaluated by bivariate correlation and multivariate analysis, using SPSS 27. Seventy-nine patients (n = 79) met the inclusion and exclusion criteria. Results Advanced fibrosis and hepatic steatosis were detected in 17,7% and in 21,5% of the patients, respectively. There was a direct and significant correlation between CAP and BMI, waist circumference, HbA1c, triglycerides levels, and insulin doses and an inverse correlation with HDL. The waist circumference, low levels of HDL cholesterol and the insulin dose maintained a significant association with CAP values in multivariate analysis. Elastography values showed an inverse correlation with HDL and a direct correlation with BMI and insulin dose. The association was only maintained for the insulin dose in multivariate analysis. Conclusion Our results suggest that clinical factors such as insulin dose, waist circumference, and HDL cholesterol levels could identify T2D patients more likely to present NAFLD.
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Affiliation(s)
- Roselee Pozzan
- Disciplina de Diabetes/Serviço de Diabetes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - Ronaldo Gama Pena
- Disciplina de Diabetes/Serviço de Diabetes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | | | - Raquel de Carvalho Abi-Abib
- Disciplina de Diabetes/Serviço de Diabetes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil,
| | - Carlos Terra
- Divisão de Gastroenterologia - Unidade de Fígado, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - Roberta Arnoldi Cobas
- Disciplina de Diabetes/Serviço de Diabetes, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
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Giraudet F, Mulliez A, de Resende LM, Beaud L, Benichou T, Brusseau V, Tauveron I, Avan P. Impaired auditory neural performance, another dimension of hearing loss in type-2 diabetes mellitus. DIABETES & METABOLISM 2022; 48:101360. [PMID: 35660525 DOI: 10.1016/j.diabet.2022.101360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 05/19/2022] [Indexed: 10/18/2022]
Abstract
AIM to evaluate auditory performance in subjects with poorly controlled type-2 diabetes mellitus, using a simple test battery assessing sensitivity to pure tones and neuronal function. METHODS Enrolled subjects, aged between 23-79 years, reported several auditory dysfunctions. They were tested using pure-tone audiometry, otoacoustic emissions for cochlear-function evaluation, and measurement of middle-ear muscle-reflex thresholds in search of an auditory neuropathy. RESULTS Compared to the standard established for an age-matched normative population, the distribution of averaged pure-tone thresholds in enrolled subjects shifted by about one standard deviation with respect to the normal distribution, in line with past reports of mild sensorineural hearing impairment in diabetes, even though many diabetic subjects fell well within the normative interval of audiometric thresholds. Otoacoustic emissions showed that pure-tone thresholds correctly predicted the status of cochlear sensory cells that, by amplifying sound, ensure normal hearing sensitivity. Whereas the observed hearing losses should not have affected the acoustic levels above which the protective middle-ear muscle reflex is triggered by intense sounds, this reflex was undetectable in around 40% enrolled subjects, a marker of auditory neuropathy. CONCLUSION auditory-neural function should be evaluated to identify diabetic subjects whose hearing is impaired. Simple automatic tests are available for this purpose, for example middle-ear muscle reflex detection, which turns out to be more sensitive than the standard audiogram.
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Affiliation(s)
- Fabrice Giraudet
- Laboratoire de Biophysique Neurosensorielle, INSERM, Université Clermont Auvergne, Clermont-Ferrand, France; Laboratoire d'Expertise Auditive, AUDIKA, Clermont-Ferrand, France.
| | - Aurélien Mulliez
- Direction de la Recherche Clinique et de l'Innovation, CHU, Clermont-Ferrand, France.
| | - Luciana Macedo de Resende
- Laboratoire de Biophysique Neurosensorielle, INSERM, Université Clermont Auvergne, Clermont-Ferrand, France.
| | - Ludivine Beaud
- Laboratoire de Biophysique Neurosensorielle, INSERM, Université Clermont Auvergne, Clermont-Ferrand, France.
| | - Thomas Benichou
- Service Endocrinologie Diabète et Maladies Métaboliques, CHU, Clermont-Ferrand, France.
| | - Valentin Brusseau
- Service Endocrinologie Diabète et Maladies Métaboliques, CHU, Clermont-Ferrand, France.
| | - Igor Tauveron
- Service Endocrinologie Diabète et Maladies Métaboliques, CHU, Clermont-Ferrand, France; Laboratoire Génétique Reproduction Développement, INSERM, Université Clermont Auvergne.
| | - Paul Avan
- Laboratoire de Biophysique Neurosensorielle, INSERM, Université Clermont Auvergne, Clermont-Ferrand, France; Institut de l'Audition, Institut Pasteur, INSERM, Paris.
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Anstee QM, Castera L, Loomba R. Impact of non-invasive biomarkers on hepatology practice: Past, present and future. J Hepatol 2022; 76:1362-1378. [PMID: 35589256 DOI: 10.1016/j.jhep.2022.03.026] [Citation(s) in RCA: 85] [Impact Index Per Article: 42.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 03/28/2022] [Indexed: 12/11/2022]
Abstract
Over the last two decades, there have been tremendous advances in the non-invasive diagnosis and risk stratification of chronic liver diseases (CLDs). Non-invasive approaches are based on the quantification of biomarkers in serum samples or on the measurement of liver stiffness, using either ultrasound- or magnetic resonance-based elastography techniques. The fibrosis-4 index (non-patented) and enhanced liver fibrosis test (patented) are the most widely adopted serum markers, whereas vibration-controlled transient elastography is the most widely adopted elastography technique. In this review, we discuss the role of non-invasive tests in the current era, as well as their accuracy and how their use in clinical practice has changed the practice of hepatology, including identification of early cirrhosis in patients with risk factors for CLD, diagnosis of portal hypertension, establishing prognosis in compensated cirrhosis, guiding antiviral treatment, and screening for fibrosis and cirrhosis in primary care.
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Affiliation(s)
- Quentin M Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle NIHR Biomedical Research Centre, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK.
| | - Laurent Castera
- Université de Paris, UMR1149 (CRI), Inserm, F-75018 Paris, France; Service d'Hépatologie, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Beaujon, F-92110 Clichy-la-Garenne, France.
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, United States; Herbert Wertheim School of Public Health, University of California at San Diego, La Jolla, CA, United States.
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Gracen L, Hayward KL, Aikebuse M, Williams S, Russell A, O'Beirne J, Powell EE, Valery PC. An exploration of barriers and facilitators to implementing a nonalcoholic fatty liver disease pathway for people with type 2 diabetes in primary care. Diabet Med 2022; 39:e14799. [PMID: 35100462 PMCID: PMC9303899 DOI: 10.1111/dme.14799] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 01/28/2022] [Indexed: 11/30/2022]
Abstract
AIMS We explored barriers and facilitators to the implementation of nonalcoholic fatty liver disease (NAFLD) pathway for people with diabetes to identify determinants of behaviour surrounding the diagnosis, assessment and management of NAFLD. METHODS Health practitioners (n = 24) recruited from multidisciplinary diabetes clinics in primary care (n = 3) and hospital (n = 1) settings participated in four focus group discussions, and common themes were identified using thematic analysis. RESULTS Lack of knowledge and access to resources were key factors that underpinned an inconsistent approach by clinicians to NAFLD diagnosis and risk stratification and impacted their confidence to discuss the diagnosis with patients. Participants often prioritised other medical issues above NAFLD due to lack of concern about liver-related consequences, reluctance to overburden patients with information, lack of time and perceived absence of accessible fibrosis tests. All participants agreed that implementation of a NAFLD pathway would improve patient care and the general practitioners proposed that screening for NAFLD could be incorporated into routine review cycles for type 2 diabetes. A consistent message from participants was that educating patients about their liver disease needs to be implemented in an integrated care pathway. CONCLUSIONS From the perspectives of health practitioners, there is a gap in clinical practice for the implementation of clear, evidence-based guidelines for NAFLD in people with T2D. By focusing on comorbidity prevention and integrating NAFLD as a diabetes complication to be addressed during established cycles of care, many barriers to implementing a NAFLD pathway in primary care could be overcome.
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Affiliation(s)
- Lucy Gracen
- Centre for Liver Disease ResearchFaculty of MedicineTranslational Research InstituteThe University of QueenslandBrisbaneQueenslandAustralia
- Department of Gastroenterology and HepatologyPrincess Alexandra HospitalBrisbaneQueenslandAustralia
| | - Kelly L. Hayward
- Centre for Liver Disease ResearchFaculty of MedicineTranslational Research InstituteThe University of QueenslandBrisbaneQueenslandAustralia
- Department of Gastroenterology and HepatologyPrincess Alexandra HospitalBrisbaneQueenslandAustralia
| | - Melanie Aikebuse
- Centre for Liver Disease ResearchFaculty of MedicineTranslational Research InstituteThe University of QueenslandBrisbaneQueenslandAustralia
- Department of Gastroenterology and HepatologyPrincess Alexandra HospitalBrisbaneQueenslandAustralia
| | | | - Anthony Russell
- Centre for Health Services ResearchFaculty of MedicineThe University of QueenslandWoolloongabbaQueenslandAustralia
- Department of EndocrinologyPrincess Alexandra HospitalBrisbaneQueenslandAustralia
| | - James O'Beirne
- Department of Gastroenterology and HepatologySunshine Coast University HospitalBirtinyaAustralia
| | - Elizabeth E. Powell
- Centre for Liver Disease ResearchFaculty of MedicineTranslational Research InstituteThe University of QueenslandBrisbaneQueenslandAustralia
- Department of Gastroenterology and HepatologyPrincess Alexandra HospitalBrisbaneQueenslandAustralia
| | - Patricia C. Valery
- Centre for Liver Disease ResearchFaculty of MedicineTranslational Research InstituteThe University of QueenslandBrisbaneQueenslandAustralia
- QIMR Berghofer Medical Research InstituteRoyal Brisbane HospitalBrisbaneQueenslandAustralia
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Svedbo Engström M, Johansson UB, Leksell J, Linder E, Eeg-Olofsson K. Implementing the Digital Diabetes Questionnaire as a Clinical Tool in Routine Diabetes Care: Focus Group Discussions With Patients and Health Care Professionals. JMIR Diabetes 2022; 7:e34561. [PMID: 35612885 PMCID: PMC9178456 DOI: 10.2196/34561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/27/2022] [Accepted: 04/08/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The Diabetes Questionnaire is a digital patient-reported outcome and experience measure for adults living with diabetes. The Diabetes Questionnaire is intended for use in routine clinical visits in diabetes care and to enable patient perspectives to be integrated into the Swedish National Diabetes Register. The Diabetes Questionnaire was developed on the basis of patients' perspectives, and evidence for its measurement qualities has been demonstrated. Patients receive an invitation to complete the questionnaire before clinical visits, and the patient and health care professional (HCP) can discuss the findings, which are instantly displayed during the visit. Implementation processes for new tools in routine care need to be studied to understand the influence of contextual factors, the support needed, and how patients and HCPs experience clinical use. OBJECTIVE The aim of this study was to describe patients' and HCPs' experiences of initiating the use of the digital Diabetes Questionnaire as a clinical tool in routine diabetes care, supported by a structured implementation strategy involving initial education, local facilitators, and regular follow-ups. METHODS In this qualitative study, semistructured focus group discussions were conducted 12 months after the use of the Diabetes Questionnaire was initiated. Participants were diabetes specialist nurses and physicians (20 participants in 4 groups) at hospital-based outpatient clinics or primary health care clinics and adults with type 1 or type 2 diabetes (15 participants in 4 groups). The audiotaped transcripts were analyzed using inductive qualitative content analysis. RESULTS The results revealed 2 main categories that integrated patients' and HCPs' experiences, which together formed an overarching theme: While implementation demands new approaches, the Diabetes Questionnaire provides a broader perspective. The first main category (The Diabetes Questionnaire supports person-centered clinical visits) comprised comments expressing that the digital Diabetes Questionnaire can initiate and encourage reflection in preparation for clinical visits, bring important topics to light during clinical visits, and broaden the scope of discussion by providing additional information. The second main category (The process of initiating the implementation of the Diabetes Questionnaire) comprised comments that described differences in engagement among HCPs and their managers, challenges of establishing new routines, experiences of support during implementation, thoughts about the Diabetes Questionnaire, need to change local administrative routines, and opportunities and concerns for continued use. CONCLUSIONS The Diabetes Questionnaire can broaden the scope of health data in routine diabetes care. While implementation demands new approaches, patients and HCPs saw potential positive impacts of using the questionnaire at both the individual and group levels. Our results can inform further development of implementation strategies to support the clinical use of the questionnaire.
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Affiliation(s)
- Maria Svedbo Engström
- School of Health and Welfare, Dalarna University, Falun, Sweden.,Center for Clinical Research Dalarna, Uppsala University, Falun, Sweden
| | - Unn-Britt Johansson
- Sophiahemmet University, Stockholm, Sweden.,Department of Clinical Sciences and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Janeth Leksell
- Department of Medical Sciences, Clinical Diabetology and Metabolism, Uppsala University, Uppsala, Sweden
| | - Ebba Linder
- Swedish National Diabetes Register, Center of Registers Västra Götaland, Gothenburg, Sweden
| | - Katarina Eeg-Olofsson
- Swedish National Diabetes Register, Center of Registers Västra Götaland, Gothenburg, Sweden.,Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.,Sahlgrenska University Hospital, Gothenburg, Sweden
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Carreon SA, Cao VT, Anderson BJ, Thompson DI, Marrero DG, Hilliard ME. 'I don't sleep through the night': Qualitative study of sleep in type 1 diabetes. Diabet Med 2022; 39:e14763. [PMID: 34875120 DOI: 10.1111/dme.14763] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 12/03/2021] [Indexed: 11/28/2022]
Abstract
AIMS Individuals with type 1 diabetes (T1D) experience greater sleep disturbances than people without diabetes. However, the nature, causes and effects of sleep disruption in individuals with T1D and their family are not well understood. The purpose of this study was to explore and characterise the perspectives of parents, partners and individuals with diabetes about T1D-related sleep issues. METHODS Participants included 44 youth and adults with T1D (ages 9-69), 24 parents of youth with T1D, and 14 partners of adults with T1D, recruited from diabetes clinics at two academic medical centres in the Southwestern and Midwestern United States. Semi-structured qualitative interviews were transcribed verbatim, coded and analysed using hybrid thematic analysis. RESULTS We identified two central themes: Emotional Distress and Sleep Disruption. Each theme had multiple subthemes, and the two central themes were related to one another via a shared subtheme, Worry Impacting Sleep. CONCLUSIONS Complex T1D-related emotional and behavioural factors both contributed to and resulted from sleep difficulties. Diabetes care providers should routinely assess for sleep concerns in people with T1D and their parents and partners. It may be important to consider both diabetes-related causes of sleep disruptions and potential impacts on self management and emotional functioning.
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Affiliation(s)
- Samantha A Carreon
- Baylor College of Medicine & Texas Children's Hospital, Houston, Texas, USA
| | - Viena T Cao
- Baylor College of Medicine & Texas Children's Hospital, Houston, Texas, USA
| | - Barbara J Anderson
- Baylor College of Medicine & Texas Children's Hospital, Houston, Texas, USA
| | - Deborah I Thompson
- Baylor College of Medicine & Texas Children's Hospital, Houston, Texas, USA
- USDA/ARS Children's Nutrition Research Center, Houston, Texas, USA
| | | | - Marisa E Hilliard
- Baylor College of Medicine & Texas Children's Hospital, Houston, Texas, USA
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Shanahan W, Bagwe I, Brassill MJ, O'Regan P. Reduced and more appropriate referrals of patients with type 2 diabetes using liver stiffness measurement compared to FIB-4. Ir J Med Sci 2022; 192:649-654. [PMID: 35486350 DOI: 10.1007/s11845-022-03019-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 04/22/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Fatty liver disease and fibrosis are common in patients with type 2 diabetes mellitus (T2DM). Recently published European Association for the Study of the Liver guidelines have suggested screening such patients using liver stiffness measurement (LSM) or fibrosis-4 index (FIB-4) to exclude advanced fibrosis. AIMS We initiated a screening programme at the diabetes out-patient clinic to assess the reliability of the suggested approaches and resulting referrals. METHODS In this prospective study, consecutive patients attending for T2DM review at an Irish level 3 (district general) hospital between September and November 2021 were screened for liver fibrosis using LSM and had their FIB-4 calculated. The first 100 patients with valid LSM measurements were included in the analysis. RESULTS Referral rates to the hepatology clinic varied by modality used. If FIB-4 ≥ 1.3 criterion was used, the referral rate to the hepatology clinic was 45%; using LSM < 8 kPa to rule out advanced fibrosis resulted in 34% referral rate; using LSM ≥ 10 kPa to suggest probable compensated advanced chronic liver disease reduced referral rates to 15%. Combining FIB-4 with LSM in a two-step algorithm led to missed potentially significant liver disease in large numbers. 47% patients with LSM ≥ 8 kPa and 33% with LSM ≥ 10 kPa had FIB-4 < 1.3. CONCLUSIONS Screening of patients with T2DM using LSM alone rather than FIB-4 leads to reduced numbers of, and more appropriate, referrals to the hepatology clinic. Shifting from an exclusion (LSM < 8 kPa) to an inclusion based (LSM ≥ 10 kPa) approach may lessen the potential of screening to overwhelm hepatology services.
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Affiliation(s)
- William Shanahan
- Department of Gastroenterology, Tipperary University Hospital, Clonmel, Co Tipperary, Ireland.
| | - Isha Bagwe
- Department of Endocrinology, Tipperary University Hospital, Clonmel, Co Tipperary, Ireland
| | - Mary Jane Brassill
- Department of Endocrinology, Tipperary University Hospital, Clonmel, Co Tipperary, Ireland
| | - Paud O'Regan
- Department of Gastroenterology, Tipperary University Hospital, Clonmel, Co Tipperary, Ireland
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Coll JC, Garceau É, Leslie WD, Genest M, Michou L, Weisnagel SJ, Mac-Way F, Albert C, Morin SN, Rabasa-Lhoret R, Gagnon C. Prevalence of Vertebral Fractures in Adults With Type 1 Diabetes: DenSiFy Study (Diabetes Spine Fractures). J Clin Endocrinol Metab 2022; 107:e1860-e1870. [PMID: 35090169 DOI: 10.1210/clinem/dgac031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT Vertebral fracture (VF) prevalence up to 24% has been reported among young people with type 1 diabetes (T1D). If this high prevalence is confirmed, individuals with T1D could benefit from preventative VF screening. OBJECTIVE We compared the prevalence of VFs between adults with T1D and nondiabetic controls. METHODS This cross-sectional study included 127 adults with T1D, and 65 controls with a similar age, sex, and BMI distribution, from outpatient clinics of 2 tertiary care centers. Vertebral fracture assessment (VFA) by dual-energy x-ray absorptiometry (DXA) was used for prevalent VFs. The modified algorithm-based qualitative (mABQ) method was applied. Bone mineral density (BMD) and trabecular bone score (TBS) were assessed by DXA. Serum bone turnover markers and sclerostin were measured in a subgroup of participants. RESULTS Participants with T1D (70 women, 57 men) had a mean age of 42.8 ± 14.8 years, median diabetes duration of 25.8 (15.8-34.4) years, mean BMI of 26.6 ± 5.4 kg/m2 and mean HbA1c over the past 3 years of 7.5 ± 0.9%. Controls (35 women, 30 men) had mean age of 42.2 ± 15.9 years and mean BMI of 26.1 ± 5.1 kg/m2. VF prevalence was comparable between groups (2.4% vs 3.1%, P = 0.99). TBS, BMD at the total hip and femoral neck, and bone formation and resorption markers were lower while sclerostin levels were similar in participants with T1D vs controls. CONCLUSION Our VFA results using the mABQ method do not confirm increased prevalence of VFs in men and women with relatively well-controlled T1D.
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Affiliation(s)
| | - Élodie Garceau
- Centre de recherche, CHU de Québec-Université Laval, Quebec City, QC, Canada
| | - William D Leslie
- Department of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Mathieu Genest
- Centre de recherche, CHU de Québec-Université Laval, Quebec City, QC, Canada
| | - Laëtitia Michou
- Centre de recherche, CHU de Québec-Université Laval, Quebec City, QC, Canada
- Department of Medicine, Université Laval, Quebec City, QC, Canada
| | - S John Weisnagel
- Centre de recherche, CHU de Québec-Université Laval, Quebec City, QC, Canada
- Department of Medicine, Université Laval, Quebec City, QC, Canada
| | - Fabrice Mac-Way
- Centre de recherche, CHU de Québec-Université Laval, Quebec City, QC, Canada
- Department of Medicine, Université Laval, Quebec City, QC, Canada
| | - Caroline Albert
- Centre hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Suzanne N Morin
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | | | - Claudia Gagnon
- Centre de recherche, CHU de Québec-Université Laval, Quebec City, QC, Canada
- Department of Medicine, Université Laval, Quebec City, QC, Canada
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Chou PL, Chiang IH, Lin CW, Wang HH, Wang HK, Huang CH, Chang CS, Huang RY, Lin CY. Newly Diagnosed Type 2 Diabetes Care between Family Physicians, Endocrinologists, and Other Internists in Taiwan: A Retrospective Population-Based Cohort Study. J Pers Med 2022; 12:jpm12030461. [PMID: 35330461 PMCID: PMC8955527 DOI: 10.3390/jpm12030461] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 03/04/2022] [Accepted: 03/10/2022] [Indexed: 11/17/2022] Open
Abstract
(1) Background: We aimed to determine whether physicians of different specialties perform differently in the monitoring, cost control, and prevention of acute outcomes in diabetes care. (2) Methods: Using data from the Health and Welfare Data Science Center, participants with newly diagnosed type 2 diabetes (n = 206,819) were classified into three cohorts based on their primary care physician during the first year of diagnosis: family medicine (FM), endocrinologist, and other internal medicine (IM). The three cohorts were matched in a pairwise manner (FM (n = 28,269) vs. IM (n = 28,269); FM (n = 23,407) vs. endocrinologist (n = 23,407); IM (n = 43,693) vs. endocrinologist (n = 43,693)) and evaluated for process indicators, expenditure on diabetes care, and incidence of acute complications (using subdistribution hazard ratio; sHR). (3) Results: Compared to the FM cohort, both the IM (sHR, 1.26; 95% CI, 1.08 to 1.47) and endocrinologist cohorts (sHR, 1.57; 95% CI, 1.38−1.78) had higher incidences of acute complications. The FM cohort incurred lower costs than the IM cohort (USD 487.41 vs. USD 507.67, p = 0.01) and expended less than half of the diabetes-related costs of the endocrinology cohort (USD 484.39 vs. USD 927.85, p < 0.001). (4) Conclusion: Family physicians may provide better care at a lower cost to newly diagnosed type 2 diabetes patients. Relatively higher costs incurred by other internists and endocrinologists in the process of diabetes care may be explained by the more frequent ordering of specialized tests.
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Affiliation(s)
- Pei-Lin Chou
- Department of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan; (P.-L.C.); (I.-H.C.); (C.-W.L.); (C.-H.H.)
| | - I-Hui Chiang
- Department of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan; (P.-L.C.); (I.-H.C.); (C.-W.L.); (C.-H.H.)
| | - Chi-Wei Lin
- Department of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan; (P.-L.C.); (I.-H.C.); (C.-W.L.); (C.-H.H.)
- College of Medicine, I-Shou University, Kaohsiung 82445, Taiwan; (H.-H.W.); (H.-K.W.); (C.-S.C.)
| | - His-Hao Wang
- College of Medicine, I-Shou University, Kaohsiung 82445, Taiwan; (H.-H.W.); (H.-K.W.); (C.-S.C.)
- Division of Nephrology, Department of Internal Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan
- Department of Medical Quality, E-Da Hospital, Kaohsiung 82445, Taiwan
| | - Hao-Kuang Wang
- College of Medicine, I-Shou University, Kaohsiung 82445, Taiwan; (H.-H.W.); (H.-K.W.); (C.-S.C.)
- Department of Neurosurgery, E-Da Hospital, Kaohsiung 82445, Taiwan
| | - Chi-Hsien Huang
- Department of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan; (P.-L.C.); (I.-H.C.); (C.-W.L.); (C.-H.H.)
| | - Chao-Sung Chang
- College of Medicine, I-Shou University, Kaohsiung 82445, Taiwan; (H.-H.W.); (H.-K.W.); (C.-S.C.)
- Committee for Advanced Medical Technology, E-Da Hospital, Kaohsiung 82445, Taiwan
| | - Ru-Yi Huang
- Department of Family and Community Medicine, E-Da Hospital, Kaohsiung 82445, Taiwan; (P.-L.C.); (I.-H.C.); (C.-W.L.); (C.-H.H.)
- College of Medicine, I-Shou University, Kaohsiung 82445, Taiwan; (H.-H.W.); (H.-K.W.); (C.-S.C.)
- Correspondence: (R.-Y.H.); (C.-Y.L.)
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan
- Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan
- Correspondence: (R.-Y.H.); (C.-Y.L.)
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Boursier J, Canivet CM, Costentin C, Lannes A, Delamarre A, Sturm N, Le Bail B, Michalak S, Oberti F, Hilleret MN, Irles-Depé M, Fouchard I, Hermabessiere P, Barthelon J, Calès P, Cariou B, de Ledinghen V, Roux M. Impact of Type 2 Diabetes on the Accuracy of Noninvasive Tests of Liver Fibrosis With Resulting Clinical Implications. Clin Gastroenterol Hepatol 2022; 21:1243-1251.e12. [PMID: 35288342 DOI: 10.1016/j.cgh.2022.02.059] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/23/2022] [Accepted: 02/23/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Noninvasive tests (NITs) of liver fibrosis have been suggested to be less accurate in type 2 diabetes mellitus (T2DM). We aimed to compare the accuracy of 6 NITs between patients with or without T2DM, explain any differences, and adapt diagnostic algorithms for clinical practice accordingly. METHODS We included 1051 patients with nonalcoholic fatty liver disease with liver biopsy, blood fibrosis tests (Nonalcoholic Fatty Liver Disease Fibrosis Score, FIB4, Fibrotest, FibroMeter), vibration-controlled transient elastography (VCTE), and the combinatory elasto-blood test FibroMeterVCTE. The study endpoint was advanced fibrosis on liver biopsy. RESULTS NIT areas under the receiver operating characteristic curve were significantly lower in patients with T2DM, mostly because of a decrease in specificity. For FIB4, this decrease in specificity was only related to the higher age of patients with T2DM enrolled. For Fibrotest, FibroMeter, and FibroMeterVCTE, the decrease in specificity was related to age but also to higher alpha2-macroglobulin level, which is known to increase in T2DM. Sensitivity was unaffected by T2DM, but it masked a doubled raw number of false negatives because of the 2-fold higher prevalence of advanced fibrosis in that setting. The sequential algorithm FIB4-vibration-controlled transient elastography had 90.3% accuracy in patients without T2DM vs 79.0% in those with (P < .001). Algorithms using first-line specialized tests maintained a low rate of false negatives and false positives in T2DM. CONCLUSIONS The decrease in NIT accuracy observed in T2DM is partly biased by the different characteristics of the groups studied, but also linked to T2DM itself through modification of the levels of some NIT biomarkers. Specialized tests should be used first-line to diagnose advanced liver fibrosis in T2DM.
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Affiliation(s)
- Jérôme Boursier
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France; HIFIH Laboratory UPRES EA3859, SFR 4208, Angers University, Angers, France.
| | - Clémence M Canivet
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France; HIFIH Laboratory UPRES EA3859, SFR 4208, Angers University, Angers, France
| | - Charlotte Costentin
- Hepato-Gastroenterology Department, Grenoble Alpes University Hospital, Grenoble, France; Institute for Advanced Biosciences, Research Center UGA/Inserm U 1209/CNRS 5309, University Grenoble Alpes, Grenoble, France
| | - Adrien Lannes
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France; HIFIH Laboratory UPRES EA3859, SFR 4208, Angers University, Angers, France
| | - Adèle Delamarre
- Hepatology Unit, Haut Leveque Hospital, Bordeaux University Hospital, Bordeaux, France
| | - Nathalie Sturm
- Pathology Department, Grenoble Alpes University Hospital, Grenoble, France
| | - Brigitte Le Bail
- Pathology Department, Bordeaux University Hospital, Bordeaux, France
| | - Sophie Michalak
- HIFIH Laboratory UPRES EA3859, SFR 4208, Angers University, Angers, France; Pathology Department, Angers University Hospital, Angers, France
| | - Frédéric Oberti
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France; HIFIH Laboratory UPRES EA3859, SFR 4208, Angers University, Angers, France
| | - Marie-Noelle Hilleret
- Hepato-Gastroenterology Department, Grenoble Alpes University Hospital, Grenoble, France
| | - Marie Irles-Depé
- Hepatology Unit, Haut Leveque Hospital, Bordeaux University Hospital, Bordeaux, France
| | - Isabelle Fouchard
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France; HIFIH Laboratory UPRES EA3859, SFR 4208, Angers University, Angers, France
| | - Paul Hermabessiere
- Hepatology Unit, Haut Leveque Hospital, Bordeaux University Hospital, Bordeaux, France
| | - Justine Barthelon
- Hepato-Gastroenterology Department, Grenoble Alpes University Hospital, Grenoble, France
| | - Paul Calès
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France; HIFIH Laboratory UPRES EA3859, SFR 4208, Angers University, Angers, France
| | - Bertrand Cariou
- University of Nantes, Nantes University Hospital, CNRS, INSERM, Thorax Institute, F-44000 Nantes, France
| | - Victor de Ledinghen
- Hepatology Unit, Haut Leveque Hospital, Bordeaux University Hospital, Bordeaux, France
| | - Marine Roux
- HIFIH Laboratory UPRES EA3859, SFR 4208, Angers University, Angers, France
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50
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Chan JCN, Thewjitcharoen Y, Nguyen TK, Tan A, Chia YC, Hwu CM, Jian D, Himathongkam T, Wong KL, Choi YM, Mirasol R, Mohamed M, Kong APS, Ma RCW, Chow EYK, Ozaki R, Lau V, Fu AWC, Hong EG, Yoon KH, Tsang CC, Lau ESH, Lim LL, Luk AOY. Effect of a Web-Based Management Guide on Risk Factors in Patients With Type 2 Diabetes and Diabetic Kidney Disease: A JADE Randomized Clinical Trial. JAMA Netw Open 2022; 5:e223862. [PMID: 35333363 PMCID: PMC8956973 DOI: 10.1001/jamanetworkopen.2022.3862] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
IMPORTANCE Diabetic kidney disease (DKD) and its comorbidities can be prevented by treating multiple targets. Technology-assisted team-based care with regular feedback and patient empowerment can improve the attainment of multiple targets and clinical outcomes in patients with type 2 diabetes, but the effects of this intervention on patients with DKD are unclear. OBJECTIVE To evaluate the effect of the Joint Asia Diabetes Evaluation (JADE) web portal, nurse reminders, and team-based care on multiple risk factors in patients with DKD. DESIGN, SETTING, AND PARTICIPANTS This 12-month multinational, open-label randomized clinical trial was conducted between June 27, 2014, and February 19, 2019, at 13 hospital-based diabetes centers in 8 countries or regions in Asia. All patients who participated had DKD. The intention-to-treat data analysis was performed from April 7 to June 30, 2020. INTERVENTIONS Patients were randomized in a 1:1:1 ratio at each site to usual care, empowered care, or team-based empowered care. All patients underwent a JADE web portal-guided structured assessment at baseline and month 12. Patients in the usual care and empowered care groups received a medical follow-up. Patients in the empowered care group also received a personalized JADE report and nurse telephone calls every 3 months. Patients in the team-based empowered care group received additional face-to-face reviews every 3 months from a physician-nurse team. MAIN OUTCOMES AND MEASURES The primary outcome was the proportion of patients who attained multiple treatment targets (defined as ≥3 of 5 targets: HbA1c level <7.0% [53 mmol/mol], blood pressure <130/80 mm Hg, low-density lipoprotein cholesterol level <1.8 mmol/L, triglyceride level <1.7 mmol/L, and/or persistent use of renin-angiotensin-aldosterone system inhibitors). RESULTS A total of 2393 patients (mean [SD] age, 67.7 [9.8] years; 1267 men [52.9%]) were randomized to the usual care group (n = 795), empowered care group (n = 802), and team-based empowered care group (n = 796). At baseline, 34.7% patients (n = 830) were on 3 treatment targets. On intention-to-treat analysis, the team-based empowered care group had the highest proportion of patients who had further increase in attainment of multiple treatment targets (within-group differences: usual care group, 3.9% [95% CI, 0.0%-7.8%]; empowered care group, 1.3% [95% CI, -2.8% to 5.4%]; team-based empowered care group, 9.1% [95% CI, 4.7%-13.5%]). The team-based empowered care group was more likely to attain multiple treatment targets than the usual care group (risk ratio [RR], 1.17; 95% CI, 1.00-1.37) and the empowered care group (RR, 1.25; 95% CI, 1.06-1.48) after adjustment for site. Compared with the group that did not attain multiple treatment targets, the group that attained multiple treatment targets reported a lower incidence of cardiovascular, kidney, and cancer events (8.4% [n = 51] vs 14.5% [n = 134]; P = .004). Analysis of the per-protocol population yielded similar results. CONCLUSIONS AND RELEVANCE This trial found that technology-assisted team-based care for 12 months improved the attainment of multiple treatment targets as well as empowerment in patients with DKD. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02176278.
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Affiliation(s)
- Juliana C. N. Chan
- Asia Diabetes Foundation, Shatin, Hong Kong Special Administrative Region (SAR), China
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | | | | | | | - Yook-Chin Chia
- Department of Medical Sciences, Sunway University, Selangor, Malaysia
- Department of Primary Care Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Chii-Min Hwu
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Du Jian
- Department of Endocrinology, The Fourth Affiliated Hospital of China Medical University, Shenyang, China
| | | | - Kim-Leng Wong
- Department of Primary Care Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Yun-Mi Choi
- Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong, Korea
| | - Roberto Mirasol
- Section of Endocrinology, Diabetes and Metabolism, St Luke's Medical Center, Quezon City, Philippines
| | - Mafauzy Mohamed
- Department of Medicine, Universiti Sains Malaysia, Kota Bahru, Malaysia
| | - Alice P. S. Kong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Ronald C. W. Ma
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Elaine Y. K. Chow
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Risa Ozaki
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Vanessa Lau
- Asia Diabetes Foundation, Shatin, Hong Kong Special Administrative Region (SAR), China
| | - Amy W. C. Fu
- Asia Diabetes Foundation, Shatin, Hong Kong Special Administrative Region (SAR), China
| | - Eun-Gyoung Hong
- Department of Internal Medicine, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong, Korea
| | - Kun-Ho Yoon
- Department of Endocrinology and Metabolism, Seoul St Mary's Hospital, The Catholic University of Korea, Seoul, Korea
| | - Chiu-Chi Tsang
- Department of Medicine, Alice Ho Miu Ling Nethersole Hospital, Tai Po, Hong Kong SAR, China
| | - Eric S. H. Lau
- Asia Diabetes Foundation, Shatin, Hong Kong Special Administrative Region (SAR), China
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Lee-Ling Lim
- Asia Diabetes Foundation, Shatin, Hong Kong Special Administrative Region (SAR), China
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Andrea O. Y. Luk
- Asia Diabetes Foundation, Shatin, Hong Kong Special Administrative Region (SAR), China
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
- Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
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