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Al-Azayzih A, Kanaan RJ, Altawalbeh SM, Alzoubi KH, Kharaba Z, Jarab A. Prevalence and predictors of hypoglycemia in older outpatients with type 2 diabetes mellitus. PLoS One 2024; 19:e0309618. [PMID: 39208059 PMCID: PMC11361436 DOI: 10.1371/journal.pone.0309618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 08/12/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND The prevalence of type 2 diabetes (DM) has been increasing globally, particularly among older adults who are more susceptible to DM-related complications. Elderly individuals with diabetes are at higher risk of developing hypoglycemia compared with younger diabetes patients. Hypoglycemia in elderly patients can result in serious consequences such as cognitive changes, increased risk of falls, heart and other vascular problems, and even high mortality rate. OBJECTIVE To assess prevalence, and factors associated with hypoglycemia events among geriatric outpatients with type 2 diabetes mellitus. METHODS The study was conducted at King Abdullah University Hospital (KAUH) at the outpatient diabetes clinic from October 1st, 2022 to August 1st, 2023. Variables such as socio-demographics, medication history, and comorbidities were obtained using electronic medical records. The prevalence of hypoglycemia was determined through patient interviews during their clinic visit. Patients were prospectively monitored for hospital admissions, emergency department visits, and mortality using electronic medical records over a three-month follow-up period. Logistic regression models were conducted to identify factors associated with hypoglycemia and hospital admissions/ emergency visits. Ethical Approval (Reference # 53/151/2022) was obtained on 19/9/2022. RESULTS Electronic medical charts of 640 patients who have type 2 diabetes mellitus and age ≥ 60 years were evaluated. The mean age ± SD was 67.19 (± 5.69) years. Hypoglycemia incidents with different severity levels were prevalent in 21.7% (n = 139) of the patients. Insulin administration was significantly associated with more hypoglycemic events compared to other antidiabetic medication. Patients with liver diseases had a significantly higher risk of hypoglycemia, with odds 7.43 times higher than patients without liver diseases. Patients with dyslipidemia also had a higher risk of hypoglycemia (odd ratio = 1.87). Regression analysis revealed that hypoglycemia and educational level were significant predictors for hospital admission and emergency department (ER) visits. Hypoglycemia was a positive predictor, meaning it increased the odds of these outcomes, while having a college degree or higher was associated with reduced odds of hospital admission and ER visits. CONCLUSION Current study identified a considerable prevalence of hypoglycemia among older patients with type 2 diabetes, particularly, among those with concurrent liver diseases and dyslipidemia. Furthermore, hypoglycemia was associated with an increased rate of emergency department visits and hospital admissions by 2 folds in this population.
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Affiliation(s)
- Ahmad Al-Azayzih
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Roaa J. Kanaan
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Shoroq M. Altawalbeh
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Karem H. Alzoubi
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Zelal Kharaba
- Department of Pharmacy Practice and Pharmacotherapeutics, College of Pharmacy, University of Sharjah, Sharjah, United Arab Emirates
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Anan Jarab
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
- Department of Clinical Pharmacy, College of Pharmacy, Al Ain University, Abu Dhabi Campus, Abu Dhabi, United Arab Emirates
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Meier N, Laager R, Gregoriano C, Schütz P, Mueller B, Struja T, Kutz A. Trends in antidiabetes medication use among hospitalised patients with type 2 diabetes: a retrospective single-centre cohort study. BMJ Open 2024; 14:e084526. [PMID: 38950998 PMCID: PMC11328642 DOI: 10.1136/bmjopen-2024-084526] [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] [Indexed: 07/03/2024] Open
Abstract
OBJECTIVES Novel antidiabetes medications with proven cardiovascular or renal benefit, such as sodium-glucose cotransporter-2 inhibitors (SGLT-2i) and glucagon-like peptide 1 receptor agonists (GLP-1 RA), have been introduced to the market. This study explored the 4-year trends of antidiabetes medication use among medical hospitalisations with type 2 diabetes (T2D). DESIGN Retrospective cohort study. SETTING Tertiary care hospital in Switzerland. PARTICIPANTS 4695 adult hospitalisations with T2D and prevalent or incident use of one of the following antidiabetes medications (metformin, dipeptidyl peptidase-4 inhibitors (DPP-4i), sulfonylureas, GLP-1 RA, SGLT-2i, short-acting insulin or long-acting insulin), identified using electronic health record data. Quarterly trends in use of antidiabetes medications were plotted overall and stratified by cardiovascular disease (CVD) and chronic kidney disease (CKD). RESULTS We observed a stable trend in the proportion of hospitalisations with T2D who received any antidiabetes medication (from 77.6% during 2019 to 78% in 2022; p for trend=0.97). In prevalent users, the largest increase in use was found for SGLT-2i (from 7.4% in 2019 to 21.8% in 2022; p for trend <0.01), the strongest decrease was observed for sulfonylureas (from 11.4% in 2019 to 7.2% in 2022; p for trend <0.01). Among incident users, SGLT-2i were the most frequently newly prescribed antidiabetes medication with an increase from 26% in 2019 to 56.1% in 2022 (p for trend <0.01). Between hospital admission and discharge, SGLT-2i also accounted for the largest increase in prescriptions (+5.1%; p<0.01). CONCLUSIONS These real-world data from 2019 to 2022 demonstrate a significant shift in antidiabetes medications within the in-hospital setting, with decreased use of sulfonylureas and increased prescriptions of SGLT-2i, especially in hospitalisations with CVD or CKD. This trend aligns with international guidelines and indicates swift adaptation by healthcare providers, signalling a move towards more effective diabetes management.
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Affiliation(s)
- Nicole Meier
- Department of Internal Medicine, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Rahel Laager
- Department of Internal Medicine, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Claudia Gregoriano
- Department of Internal Medicine, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Philipp Schütz
- Department of Internal Medicine & Medical University Department, Clinic for Endocrinology, Diabetes and Metabolism, Cantonal Hospital Aarau, Aarau, Switzerland
- Medical Faculty Department of Clinical Research, University of Basel, Basel, Switzerland
| | - Beat Mueller
- Medical Faculty Department of Clinical Research, University of Basel, Basel, Switzerland
- Medical University Department, Clinic for Endocrinology, Diabetes and Metabolism, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Tristan Struja
- Department of Internal Medicine, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Alexander Kutz
- Department of Internal Medicine, Cantonal Hospital Aarau, Aarau, Switzerland
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Haider S, Parker MM, Huang ES, Grant RW, Moffet HH, Laiteerapong N, Jain RK, Liu JY, Lipska KJ, Karter AJ. Willingness to take less medication for type 2 diabetes among older patients: The Diabetes & Aging Study. J Am Geriatr Soc 2024; 72:1985-1994. [PMID: 38471959 PMCID: PMC11226366 DOI: 10.1111/jgs.18870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 02/01/2024] [Accepted: 02/18/2024] [Indexed: 03/14/2024]
Abstract
BACKGROUND To examine the willingness of older patients to take less diabetes medication (de-intensify) and to identify characteristics associated with willingness to de-intensify treatment. METHODS Survey conducted in 2019 in an age-stratified, random sample of older (65-100 years) adults with diabetes on glucose-lowering medications in the Kaiser Permanente Northern California Diabetes Registry. We classified survey responses to the question: "I would be willing to take less medication for my diabetes" as willing, neutral, or unwilling to de-intensify. Willingness to de-intensify treatment was examined by several clinical characteristics, including American Diabetes Association (ADA) health status categories used for individualizing glycemic targets. Analyses were weighted to account for over-sampling of older individuals. RESULTS A total of 1337 older adults on glucose-lowering medication(s) were included (age 74.2 ± 6.0 years, 44% female, 54.4% non-Hispanic white). The proportions of participants willing, neutral, or unwilling to take less medication were 51.2%, 27.3%, and 21.5%, respectively. Proportions of willing to take less medication varied by age (65-74 years: 54.2% vs. 85+ years: 38.5%) and duration of diabetes (0-4 years: 61.0% vs. 15+ years: 44.2%), both p < 0.001. Patients on 1-2 medications were more willing to take less medication(s) compared with patients on 10+ medications (62.1% vs. 46.6%, p = 0.03). Similar proportions of willingness to take less medications were seen across ADA health status, and HbA1c. Willingness to take less medication(s) was similar across survey responses to questions about patient-clinician relationships. CONCLUSIONS Clinical guidelines suggest considering treatment de-intensification in older patients with longer duration of diabetes, yet patients with these characteristics are less likely to be willing to take less medication(s).
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Grants
- R56 AG051683 NIA NIH HHS
- P30 DK092949 NIDDK NIH HHS
- R01 AG063391 NIA NIH HHS
- R01 DK081796 NIDDK NIH HHS
- T32 DK007058 NIDDK NIH HHS
- R01 DK127961 NIDDK NIH HHS
- K24 AG069080 NIA NIH HHS
- DK007058 CLC NIH HHS
- P30-DK092924 Division of Diabetes, Endocrinology, and Metabolic Diseases
- P30-DK092949 Division of Diabetes, Endocrinology, and Metabolic Diseases
- R01-AG063391 Division of Diabetes, Endocrinology, and Metabolic Diseases
- R01-DK081796 Division of Diabetes, Endocrinology, and Metabolic Diseases
- R56-AG051683 Division of Diabetes, Endocrinology, and Metabolic Diseases
- DK007058 CLC NIH HHS
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Affiliation(s)
- Shanzay Haider
- Section of Endocrinology, Department of Medicine, Yale School of Medicine, New Haven, CT
- Department of Endocrinology, KPC Health – Hemet Global Medical Center, Hemet, CA
| | | | - Elbert S Huang
- Department of Medicine, The University of Chicago, Chicago, IL
| | | | | | | | - Rajesh K Jain
- Department of Endocrinology, Diabetes, and Metabolism, University of Chicago Medicine, Chicago, IL, USA
| | | | - Kasia J Lipska
- Section of Endocrinology, Department of Medicine, Yale School of Medicine, New Haven, CT
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Johansson KS, Bülow C, Jimenez-Solem E, Petersen TS, Christensen MB. Age disparities in glucose-lowering treatment for Danish people with type 2 diabetes: a cross-sectional study between 2019 and 2020. THE LANCET. HEALTHY LONGEVITY 2023; 4:e685-e692. [PMID: 38042161 DOI: 10.1016/s2666-7568(23)00210-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 10/02/2023] [Accepted: 10/02/2023] [Indexed: 12/04/2023] Open
Abstract
BACKGROUND The pharmacotherapeutic guidelines for type 2 diabetes have changed considerably during the past decades. SGLT2 inhibitors and GLP-1 receptor agonists have emerged as first-line agents by preventing cardiovascular events within a few years of treatment. In contrast, sulphonylureas and insulin have been deprioritised due to less beneficial effects and the risk of hypoglycaemia-particularly in older people who are frail. We hypothesised that medications with a high risk of hypoglycaemia were used more often in older people compared with younger people. METHODS In a nationwide cohort of people with type 2 diabetes in Denmark from 2019 to 2020, we described the use of specific glucose-lowering medications in relation to age and glycated haemoglobin A1C (HbA1c) by descriptive statistics and regression models adjusted for sex, socioeconomic factors, renal function, and several comorbidities. FINDINGS Among 290 890 people with type 2 diabetes, glucose-lowering medication usage peaked at age 70 years. Increasing age was associated with relatively less use of metformin, GLP-1 receptor agonists, and SGLT2 inhibitors and more use of basal insulin, DDP-4 inhibitors, and sulphonylureas. When comparing 80-year-olds with 60-year-olds at similar HbA1c levels of 6·5% (48 mmol/mol), 80-year-olds used 8% (95% CI 7-10%) fewer glucose-lowering medications, were 55% less likely to receive GLP-1 receptor agonists or SGLT2 inhibitors (relative ratio 0·45, 95% CI 0·42-0·48), and 65% more likely to receive sulphonylureas (1·65, 1·54-1·76). Among 23 032 individuals aged 80 years or older with HbA1c levels of less than 6·5% (<48 mmol/mol), 2291 (10%) used sulphonylureas or insulin. INTERPRETATION In Danish people with type 2 diabetes, the likelihood of using glucose-lowering medications with a high risk of hypoglycaemia (eg, sulphonylureas and basal insulin) increased with age, whereas the likelihood of using GLP-1 receptor agonists and SGLT2 inhibitors decreased. Some people aged 80 years or older with an HbA1c level of less than 6·5% (48 mmol/mol) were potentially overtreated with sulphonylureas or insulin. These findings emphasise the importance of frequently re-evaluating glucose-lowering treatments. FUNDING None. TRANSLATION For the Danish translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Karl Sebastian Johansson
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark.
| | - Cille Bülow
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Espen Jimenez-Solem
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark; Copenhagen Phase IV Unit (Phase4CPH), Department of Clinical Pharmacology and Center for Clinical Research and Prevention, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Tonny Studsgaard Petersen
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel Bring Christensen
- Department of Clinical Pharmacology, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark; Center for Clinical Metabolic Research, Copenhagen University Hospital-Herlev and Gentofte, Herlev, Denmark; Copenhagen Center for Translational Research, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
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Cheng Y, Zou J, Chu R, Wang D, Tian J, Sheng CS. Cumulative HbA1c exposure as a CVD risk in patients with type 2 diabetes: A post hoc analysis of ACCORD trial. Diabetes Res Clin Pract 2023; 206:111009. [PMID: 37952600 DOI: 10.1016/j.diabres.2023.111009] [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: 07/28/2023] [Revised: 10/02/2023] [Accepted: 11/09/2023] [Indexed: 11/14/2023]
Abstract
AIMS The study aimed to investigate the relationship between cumulative HbA1c exposure and cardiovascular events in patients with type 2 diabetes (T2D). METHODS This study included 9307 participants from the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial. Cumulative HbA1c exposure was calculated as the area under the curve during exposure time. RESULTS After adjusting for covariates, a 1-SD increase in cumulative HbA1c exposure was significantly associated with a higher risk of the primary outcome (HR 1.32, 95 % CI: 1.22-1.43, P < 0.001), all-cause mortality (HR 1.33, 95 % CI: 1.21-1.46, P < 0.001), and cardiovascular death (HR 1.45, 95 % CI: 1.27-1.67, P < 0.001). These associations were independent of baseline HbA1c and the first HbA1c level after enrollment. Cross-tabulation analysis showed that participants in the intensive-therapy group with high baseline HbA1c and cumulative HbA1c exposure had a significantly higher risk of primary outcome, all-cause mortality and cardiovascular death. CONCLUSIONS Higher cumulative HbA1c exposure was significantly associated with an increased risk of the primary outcome, all-cause mortality and cardiovascular death among T2D patients. Patients with T2D should strive for stable glycemic control to reduce their risk of cardiovascular events, and that those with high baseline HbA1c may require more intensive therapy to achieve this goal.
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Affiliation(s)
- Yi Cheng
- Department of Cardiovascular Medicine, Center for Epidemiological Studies and Clinical Trials and Center for Vascular Evaluation, Shanghai Key Lab of Hypertension, Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Jun Zou
- Department of Nephrology, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rui Chu
- Department of General Practice of Waigang Community Health Service Center of Jiading District, Shanghai, China
| | - Dan Wang
- Department of Cardiovascular Medicine, Center for Epidemiological Studies and Clinical Trials and Center for Vascular Evaluation, Shanghai Key Lab of Hypertension, Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Jingyan Tian
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Chang-Sheng Sheng
- Department of Cardiovascular Medicine, Center for Epidemiological Studies and Clinical Trials and Center for Vascular Evaluation, Shanghai Key Lab of Hypertension, Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
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Koehn DA, Dungan KM, Wallia A, Lucas DO, Lash RW, Becker MN, Dardick LD, Boord JB. Reducing hypoglycemia from overtreatment of type 2 diabetes in older adults: The HypoPrevent study. J Am Geriatr Soc 2023; 71:3701-3710. [PMID: 37736005 DOI: 10.1111/jgs.18566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Revised: 06/22/2023] [Accepted: 06/25/2023] [Indexed: 09/23/2023]
Abstract
BACKGROUND Hypoglycemia from overtreatment is a serious but underrecognized complication among older adults with type 2 diabetes. However, diabetes treatment is seldom deintensified. We assessed the effectiveness of a Clinical Decision Support (CDS) tool and shared decision-making (SDM) in decreasing the number of patients at risk for hypoglycemia and reducing the impact of non-severe hypoglycemic events. METHODS HypoPrevent was a pre-post, single arm study at a five-site primary care practice. We identified at-risk patients (≥65 years-old, with type 2 diabetes, treated with insulin or sulfonylureas, and HbA1c < 7.0%). During three clinic visits over 6 months, clinicians used the CDS tool and SDM to assess hypoglycemic risk, set individualized HbA1c goals, and adjust use of hypoglycemic agents. We assessed the number of patients setting individualized HbA1c goals or modifying medication use, changes in the population at risk for hypoglycemia, and changes in impact of non-severe hypoglycemic events using a validated patient-reported outcome tool (TRIM-HYPO). RESULTS We enrolled 94 patients (mean age-74; mean HbA1c (±SD)-6.36% ± 0.43), of whom 94% set an individualized HbA1c goal at either the baseline or first follow-up visit. Ninety patients completed the study. Insulin or sulfonylurea use was decreased or eliminated in 20%. An HbA1c level before and after goal setting was obtained in 53% (N = 50). Among these patients, the mean HbA1c increased 0.53% (p < 0.0001) and the number of patients at-risk decreased by 46% (p < 0.0001). Statistically significant reductions in the impact of hypoglycemia during daily activities occurred in both the total score and each functional domain of TRIM-HYPO. CONCLUSIONS In a population of older patients at risk for hypoglycemia, the use of a CDS tool and SDM reduced the population at risk and decreased the use of insulin and sulfonylureas. Using a patient-reported outcome tool, we demonstrated significant reductions in the impact of hypoglycemia on daily life.
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Affiliation(s)
| | - Kathleen Marie Dungan
- Division of Endocrinology, Diabetes & Metabolism, The Ohio State University, Columbus, Ohio, USA
| | - Amisha Wallia
- Division of Endocrinology, Metabolism & Molecular Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | | | | | | | | | - Jeffrey B Boord
- Department of Administration and Parkview Physicians Group Endocrinology Section, Parkview Health System, Fort Wayne, Indiana, USA
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McCoy RG, Faust L, Heien HC, Patel S, Caffo B, Ngufor C. Longitudinal trajectories of glycemic control among U.S. Adults with newly diagnosed diabetes. Diabetes Res Clin Pract 2023; 205:110989. [PMID: 37918637 PMCID: PMC10842883 DOI: 10.1016/j.diabres.2023.110989] [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: 05/23/2023] [Revised: 09/27/2023] [Accepted: 10/31/2023] [Indexed: 11/04/2023]
Abstract
AIMS To identify longitudinal trajectories of glycemic control among adults with newly diagnosed diabetes, overall and by diabetes type. METHODS We analyzed claims data from OptumLabs® Data Warehouse for 119,952 adults newly diagnosed diabetes between 2005 and 2018. We applied a novel Mixed Effects Machine Learning model to identify longitudinal trajectories of hemoglobin A1c (HbA1c) over 3 years of follow-up and used multinomial regression to characterize factors associated with each trajectory. RESULTS The study population was comprised of 119,952 adults with newly diagnosed diabetes, including 696 (0.58%) with type 1 diabetes. Among patients with type 1 diabetes, 52.6% were diagnosed at very high HbA1c, partially improved, but never achieved control; 32.5% were diagnosed at low HbA1c and deteriorated over time; and 14.9% had stable low HbA1c. Among patients with type 2 diabetes, 67.7% had stable low HbA1c, 14.4% were diagnosed at very high HbA1c, partially improved, but never achieved control; 10.0% were diagnosed at moderately high HbA1c and deteriorated over time; and 4.9% were diagnosed at moderately high HbA1c and improved over time. CONCLUSIONS Claims data identified distinct longitudinal trajectories of HbA1c after diabetes diagnosis, which can be used to anticipate challenges and individualize care plans to improve glycemic control.
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Affiliation(s)
- Rozalina G McCoy
- Division of Endocrinology, Diabetes, & Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States; University of Maryland Institute for Health Computing, Bethesda, MD, United States; OptumLabs, Eden Prairie, MN, United States; Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, United States.
| | - Louis Faust
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, United States
| | - Herbert C Heien
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, United States
| | - Shrinath Patel
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, United States
| | - Brian Caffo
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Che Ngufor
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, MN, United States; Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, United States
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Lega IC, Yale JF, Chadha A, Paty B, Roscoe R, Snider M, Steier J, Bajaj HS, Barnes T, Gilbert J, Honshorst K, Kim J, Lewis J, MacDonald B, MacKay D, Mansell K, Senior P, Rabi D, Sherifali D. Hypoglycemia in Adults. Can J Diabetes 2023; 47:548-559. [PMID: 37821214 DOI: 10.1016/j.jcjd.2023.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
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9
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Deardorff WJ, Covinsky K. Incorporating Prognosis into Clinical Decision-Making for Older Adults with Diabetes. J Gen Intern Med 2023; 38:2857-2859. [PMID: 37464148 PMCID: PMC10593647 DOI: 10.1007/s11606-023-08326-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
Affiliation(s)
- W James Deardorff
- Division of Geriatrics, University of California San Francisco, San Francisco, CA, USA.
- San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA.
| | - Kenneth Covinsky
- Division of Geriatrics, University of California San Francisco, San Francisco, CA, USA
- San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
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Anderson TS, Ayanian JZ, Curto VE, Politzer E, Souza J, Zaslavsky AM, Landon BE. Changes in the Use of Long-Term Medications Following Incident Dementia Diagnosis. JAMA Intern Med 2023; 183:1098-1108. [PMID: 37603340 PMCID: PMC10442785 DOI: 10.1001/jamainternmed.2023.3575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 06/09/2023] [Indexed: 08/22/2023]
Abstract
Importance Dementia is a life-altering diagnosis that may affect medication safety and goals for chronic disease management. Objective To examine changes in medication use following an incident dementia diagnosis among community-dwelling older adults. Design, Setting, and Participants In this cohort study of adults aged 67 years or older enrolled in traditional Medicare and Medicare Part D, patients with incident dementia diagnosed between January 2012 and December 2018 were matched to control patients based on demographics, geographic location, and baseline medication count. The index date was defined as the date of first dementia diagnosis or, for controls, the date of the closest office visit. Data were analyzed from August 2021 to June 2023. Exposure Incident dementia diagnosis. Main Outcomes and Measures The main outcomes were overall medication counts and use of cardiometabolic, central nervous system (CNS)-active, and anticholinergic medications. A comparative time-series analysis was conducted to examine quarterly changes in medication use in the year before through the year following the index date. Results The study included 266 675 adults with incident dementia and 266 675 control adults; in both groups, 65.1% were aged 80 years or older (mean [SD] age, 82.2 [7.1] years) and 67.8% were female. At baseline, patients with incident dementia were more likely than controls to use CNS-active medications (54.32% vs 48.39%) and anticholinergic medications (17.79% vs 15.96%) and less likely to use most cardiometabolic medications (eg, diabetes medications, 31.19% vs 36.45%). Immediately following the index date, the cohort with dementia had a greater increase in mean number of medications used (0.41 vs -0.06; difference, 0.46 [95% CI, 0.27-0.66]) and in the proportion of patients using CNS-active medications (absolute change, 3.44% vs 0.79%; difference, 2.65% [95% CI, 0.85%-4.45%]) owing to an increased use of antipsychotics, antidepressants, and antiepileptics. The cohort with dementia also had a modestly greater decline in use of anticholinergic medications (quarterly change in use, -0.53% vs -0.21%; difference, -0.32% [95% CI, -0.55% to -0.08%]) and most cardiometabolic medications (eg, quarterly change in antihypertensive use: -0.84% vs -0.40%; difference, -0.44% [95% CI, -0.64% to -0.25%]). One year after diagnosis, 75.2% of the cohort with dementia were using 5 or more medications (2.8% increase). Conclusions and Relevance In this cohort study of Medicare Part D beneficiaries, following an incident dementia diagnosis, patients were more likely to initiate CNS-active medications and modestly more likely to discontinue cardiometabolic and anticholinergic medications compared with the control group. These findings suggest missed opportunities to reduce burdensome polypharmacy by deprescribing long-term medications with high safety risks or limited likelihood of benefit or that may be associated with impaired cognition.
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Affiliation(s)
- Timothy S. Anderson
- Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - John Z. Ayanian
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Division of General Medicine, University of Michigan, Ann Arbor
| | - Vilsa E. Curto
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Eran Politzer
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Jeffrey Souza
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Alan M. Zaslavsky
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
| | - Bruce E. Landon
- Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts
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11
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Galindo RJ, Trujillo JM, Low Wang CC, McCoy RG. Advances in the management of type 2 diabetes in adults. BMJ MEDICINE 2023; 2:e000372. [PMID: 37680340 PMCID: PMC10481754 DOI: 10.1136/bmjmed-2022-000372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 07/27/2023] [Indexed: 09/09/2023]
Abstract
Type 2 diabetes is a chronic and progressive cardiometabolic disorder that affects more than 10% of adults worldwide and is a major cause of morbidity, mortality, disability, and high costs. Over the past decade, the pattern of management of diabetes has shifted from a predominantly glucose centric approach, focused on lowering levels of haemoglobin A1c (HbA1c), to a directed complications centric approach, aimed at preventing short term and long term complications of diabetes, and a pathogenesis centric approach, which looks at the underlying metabolic dysfunction of excess adiposity that both causes and complicates the management of diabetes. In this review, we discuss the latest advances in patient centred care for type 2 diabetes, focusing on drug and non-drug approaches to reducing the risks of complications of diabetes in adults. We also discuss the effects of social determinants of health on the management of diabetes, particularly as they affect the treatment of hyperglycaemia in type 2 diabetes.
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Affiliation(s)
- Rodolfo J Galindo
- Division of Endocrinology, Diabetes, and Metabolism, University of Miami Miller School of Medicine, Miami, Florida, USA
- Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Jennifer M Trujillo
- Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Cecilia C Low Wang
- Division of Endocrinology, Metabolism and Diabetes, University of Colorado Anschutz Medical Campus School of Medicine, Aurora, Colorado, USA
| | - Rozalina G McCoy
- Division of Endocrinology, Diabetes, and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
- University of Maryland Institute for Health Computing, Bethesda, Maryland, USA
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12
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Li G, Zhong S, Wang X, Zhuge F. Association of hypoglycaemia with the risks of arrhythmia and mortality in individuals with diabetes - a systematic review and meta-analysis. Front Endocrinol (Lausanne) 2023; 14:1222409. [PMID: 37645418 PMCID: PMC10461564 DOI: 10.3389/fendo.2023.1222409] [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: 05/14/2023] [Accepted: 07/24/2023] [Indexed: 08/31/2023] Open
Abstract
Background Hypoglycaemia has been linked to an increased risk of cardiac arrhythmias by causing autonomic and metabolic alterations, which may be associated with detrimental outcomes in individuals with diabetes(IWD), such as cardiovascular diseases (CVDs) and mortality, especially in multimorbid or frail people. However, such relationships in this population have not been thoroughly investigated. For this reason, we conducted a systematic review and meta-analysis. Methods Relevant papers published on PubMed, Embase, Cochrane, Web of Knowledge, Scopus, and CINHAL complete from inception to December 22, 2022 were routinely searched without regard for language. All of the selected articles included odds ratio, hazard ratio, or relative risk statistics, as well as data for estimating the connection of hypoglycaemia with cardiac arrhythmia, CVD-induced death, or total death in IWD. Regardless of the heterogeneity assessed by the I2 statistic, pooled relative risks (RRs) and 95% confidence intervals (CI) were obtained using random-effects models. Results After deleting duplicates and closely evaluating all screened citations, we chose 60 studies with totally 5,960,224 participants for this analysis. Fourteen studies were included in the arrhythmia risk analysis, and 50 in the analysis of all-cause mortality. Hypoglycaemic patients had significantly higher risks of arrhythmia occurrence (RR 1.42, 95%CI 1.21-1.68), CVD-induced death (RR 1.59, 95% CI 1.24-2.04), and all-cause mortality (RR 1.68, 95% CI 1.49-1.90) compared to euglycaemic patients with significant heterogeneity. Conclusion Hypoglycaemic individuals are more susceptible to develop cardiac arrhythmias and die, but evidence of potential causal linkages beyond statistical associations must await proof by additional specifically well planned research that controls for all potential remaining confounding factors.
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Affiliation(s)
- Gangfeng Li
- Clinical Laboratory Center, Shaoxing People’s Hospital, Shaoxing, Zhejiang, China
| | - Shuping Zhong
- Department of Hospital Management, Shaoxing People’s Hospital, Shaoxing, Zhejiang, China
| | - Xingmu Wang
- Clinical Laboratory Center, Shaoxing People’s Hospital, Shaoxing, Zhejiang, China
| | - Fuyuan Zhuge
- Department of Endocrine and Metabolism, Shaoxing People’s Hospital, Shaoxing, Zhejiang, China
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13
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Neumiller JJ, Munshi MN. Geriatric Syndromes in Older Adults with Diabetes. Endocrinol Metab Clin North Am 2023; 52:341-353. [PMID: 36948783 DOI: 10.1016/j.ecl.2022.10.004] [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: 02/21/2023]
Abstract
Over one-quarter of adults ≥65 years old have diabetes in the United States. Guidelines recommend individualization of glycemic targets in older adults with diabetes as well as implementing treatment strategies that minimize risk for hypoglycemia. Patient-centered management decisions should be informed by comorbidities, the individual's capacity for self-care, and the presence of key geriatric syndromes that may impact self-management and patient safety. Key geriatric syndromes include cognitive impairment, depression, functional impairments (eg, vision, hearing, and mobility challenges), falls and fractures, polypharmacy, and urinary incontinence. Screening for geriatric syndromes in older adults is recommended to inform treatment strategies and optimize outcomes.
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Affiliation(s)
- Joshua J Neumiller
- College of Pharmacy and Pharmaceutical Sciences, Washington State University, 412 East Spokane Falls Boulevard, Spokane, WA 99210, USA.
| | - Medha N Munshi
- Geriatric Diabetes Program, Joslin Diabetes Centre, Harvard Medical School, 1 Brookline Place, Suite 230, Brookline, MA 02445, USA
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14
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Alexopoulos AS, Crowley MJ, Kahkoska AR. Diabetes Medication Changes in Older Adults With Type 2 Diabetes: Insights Into Physician Factors and Questions Ahead. Diabetes Care 2023; 46:1137-1139. [PMID: 37220268 PMCID: PMC10234739 DOI: 10.2337/dci23-0017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Affiliation(s)
- Anastasia-Stefania Alexopoulos
- Division of Endocrinology, Department of Medicine, Duke University, Durham, NC
- Durham Veterans Affairs Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, NC
| | - Matthew J. Crowley
- Division of Endocrinology, Department of Medicine, Duke University, Durham, NC
- Durham Veterans Affairs Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, NC
| | - Anna R. Kahkoska
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Endocrinology and Metabolism, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Center for Aging and Health, University of North Carolina at Chapel Hill, Chapel Hill, NC
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15
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Ushiogi Y, Kanehara H, Kato T. Frequency of Hypoglycemia Assessed by Continuous Glucose Monitoring in Advanced CKD. Clin J Am Soc Nephrol 2023; 18:475-484. [PMID: 36723294 PMCID: PMC10103209 DOI: 10.2215/cjn.0000000000000102] [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: 07/29/2022] [Accepted: 01/17/2023] [Indexed: 02/02/2023]
Abstract
BACKGROUND Hypoglycemia represents a risk for serious morbidity. We evaluated the prevalence and risk factors of hypoglycemia by continuous glucose monitoring (CGM) in patients with CKD with or without diabetes. METHODS In this cross-sectional study, outpatients with CKD stages G3-G5 (including hemodialysis) and type 2 diabetes without CKD were enrolled and underwent intermittently scanned CGM measurements for 7 days. The burden of CGM-measured hypoglycemia was assessed using the 7-day sum of area over the curve with glucose levels <70 mg/dl and the sum of time spent <54 mg/dl. RESULTS A total of 366 participants (148 participants with CKD and diabetes, 115 with CKD and without diabetes, and 103 without CKD and with diabetes) were included. Glucose levels of <54 mg/dl were observed in 41% of participants with CKD and diabetes, 48% of participants with CKD and without diabetes, and 14% of participants with diabetes and without CKD. However, only two participants reported hypoglycemic symptoms during CGM measurements, which were confirmed and documented by capillary blood glucose measurements. Between-group differences of 7-day area over the curve (<70 mg/dl) were as follows: hemodialysis group versus CKD stage G4 and G5 groups, -0.25 min·mg/dl per hour (95% confidence interval [CI], -6.40 to -0.59) P <0.001; CKD stage G4 and G5 groups versus CKD stage G3 group, -0.08 min·mg/dl per hour (95% CI, -0.0 to -0.50) P =0.15; and CKD stage G3 group versus diabetes without CKD group, -0.14 min·mg/dl per hour (95% CI, -0.0 to -0.20) P =0.01. In addition, the subgroup analysis of the diabetic or nondiabetic and at daytime or nighttime showed that the 7-day area over the curve (<70 mg/dl) and time spent (<54 mg/dl) was larger with worse kidney function. CONCLUSIONS The lowering level of kidney function was strongly associated with the burden of hypoglycemia in patients with CKD.
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Affiliation(s)
- Yasuyuki Ushiogi
- Department of Nephrology, Fukui-ken Saiseikai Hospital, Fukui, Japan
| | - Hideo Kanehara
- Department of Endocrinology, Diabetes and Metabolism, Fukui-ken Saiseikai Hospital, Fukui, Japan
| | - Tamayo Kato
- Department of Nephrology, Fukui-ken Saiseikai Hospital, Fukui, Japan
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16
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Nguyen B, James Deardorff W, Shi Y, Jing B, Lee AK, Lee SJ. Fingerstick glucose monitoring by cognitive impairment status in Veterans Affairs nursing home residents with diabetes. J Am Geriatr Soc 2022; 70:3176-3184. [PMID: 35924668 PMCID: PMC9705158 DOI: 10.1111/jgs.17962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/07/2022] [Accepted: 06/18/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Guidelines recommend nursing home (NH) residents with cognitive impairment receive less intensive glycemic treatment and less frequent fingerstick monitoring. Our objective was to determine whether current practice aligns with guideline recommendations by examining fingerstick frequency in Veterans Affairs (VA) NH residents with diabetes across cognitive impairment levels. METHODS We identified VA NH residents with diabetes aged ≥65 residing in VA NHs for >30 days between 2016 and 2019. Residents were grouped by cognitive impairment status based on the Cognitive Function Scale: cognitively intact, mild impairment, moderate impairment, and severe impairment. We also categorized residents into mutually exclusive glucose-lowering medication (GLM) categories: (1) no GLMs, (2) metformin only, (3) sulfonylureas/other GLMs (+/- metformin but no insulin), (4) long-acting insulin (+/- oral/other GLMs but no short-acting insulin), and (5) any short-acting insulin. Our outcome was mean daily fingersticks on day 31 of NH admission. RESULTS Among 13,637 NH residents, mean age was 75 years and mean hemoglobin A1c was 7.0%. The percentage of NH residents on short-acting insulin varied by cognitive status from 22.7% in residents with severe cognitive impairment to 33.9% in residents who were cognitively intact. Mean daily fingersticks overall on day 31 was 1.50 (standard deviation = 1.73). There was a greater range in mean fingersticks across GLM categories compared to cognitive status. Fingersticks ranged widely across GLM categories from 0.39 per day (no GLMs) to 3.08 (short-acting insulin), while fingersticks ranged slightly across levels of cognitive impairment from 1.11 (severe cognitive impairment) to 1.59 (cognitively intact). CONCLUSION NH residents receive frequent fingersticks regardless of level of cognitive impairment, suggesting that cognitive status is a minor consideration in monitoring decisions. Future studies should determine whether decreasing fingersticks in NH residents with moderate/severe cognitive impairment can reduce burdens without compromising safety.
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Affiliation(s)
- Brian Nguyen
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- Geriatrics, Palliative and Extended Care Service Line, San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - William James Deardorff
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- Geriatrics, Palliative and Extended Care Service Line, San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Ying Shi
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- Geriatrics, Palliative and Extended Care Service Line, San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Bocheng Jing
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- Geriatrics, Palliative and Extended Care Service Line, San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Alexandra K Lee
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- Geriatrics, Palliative and Extended Care Service Line, San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Sei J Lee
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- Geriatrics, Palliative and Extended Care Service Line, San Francisco Veterans Affairs Health Care System, San Francisco, California
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17
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Potential Risk of Overtreatment in Patients with Type 2 Diabetes Aged 75 Years or Older: Data from a Population Database in Catalonia, Spain. J Clin Med 2022; 11:jcm11175134. [PMID: 36079064 PMCID: PMC9457074 DOI: 10.3390/jcm11175134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/23/2022] [Accepted: 08/26/2022] [Indexed: 11/17/2022] Open
Abstract
Aim: To assess the potential risk of overtreatment in patients with type 2 diabetes (T2DM) aged 75 years or older in primary care. Methods: Electronic health records retrieved from the SIDIAP database (Catalonia, Spain) in 2016. Variables: age, gender, body mass index, registered hypoglycemia, last HbA1c and glomerular filtration rates, and prescriptions for antidiabetic drugs. Potential overtreatment was defined as having HbA1c < 7% or HbA1c < 6.5% in older patients treated with insulin, sulfonylureas, or glinides. Results: From a total population of 138,374 T2DM patients aged 75 years or older, 123,515 had at least one HbA1c available. An HbA1c below 7.0% was present in 59.1% of patients, and below 6.5% in 37.7%. Overall, 23.0% of patients were treated with insulin, 17.8% with sulfonylureas, and 6.6% with glinides. Potential overtreatment (HbA1c < 7%) was suspected in 26.6% of patients treated with any high-risk drug, 47.8% with sulfonylureas, 43.5% with glinides, and 28.1% with insulin. Using the threshold of HbA1c < 6.5%, these figures were: 21.6%, 24.4%, 17.9%, and 12.3%, respectively. Conclusion: One in four older adults with T2DM treated with antidiabetic drugs associated with a high risk of hypoglycemia might be at risk of overtreatment. This risk is higher in those treated with sulfonylureas or glinides than with insulin.
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18
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Long T, Lin JT, Lin MH, Wu QL, Lai JM, Li SZ, Zhou ZC, Zeng JY, Huang JS, Zeng CP, Lai YM. Comparative efficiency and safety of insulin degludec/aspart with insulin glargine in type 2 diabetes: a meta-analysis of randomized controlled trials. Endocr J 2022; 69:959-969. [PMID: 35431280 DOI: 10.1507/endocrj.ej21-0692] [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] [Indexed: 11/23/2022] Open
Abstract
Recent studies have found compared with insulin glargine (IGlar), insulin degludec/aspart (IDeg/Asp) may provide adequate glycemic control and prevent hypoglycemia events in type 2 diabetes mellitus (T2DM). Consequently, we performed a meta-analysis to appraise and compare the efficiency and safety of IDeg/Asp and IGlar in the treatment of T2DM. We sought the databases including PubMed, Embase, Scopus, Cochrane library to confirm related articles which inspected the effect of IDeg/Asp versus IGlar for the treatment of T2DM until May 2021. Finally, six randomized controlled trials (RCTs) of 1,346 patients were included. The results showed that IDeg/Asp significantly decreased the mean hemoglobin A1c (HbA1c) level but was prone to serious adverse events, and IGlar increased the nocturnal confirmed hypoglycemia events. Besides, there were no significant changes in other indicators, including mean fasting plasma glucose (FPG) level, nine-point self-measured plasma glucose (SMPG) level, and adverse events. What's more, we found that there was no significant difference in the occurrence of hypoglycemia overall, but our subgroup analysis of confirmed hypoglycemia revealed the population in this subgroup (duration of diabetes ≤11 years) might has its particularity effecting the hypoglycemia outcome. Concerning efficiency, IDeg/Asp may have advantages in controlling the mean HbA1c level. Regarding safety, IGlar might increase the risk of nocturnal confirmed hypoglycemia. Further evidence is needed to compare better the efficiency and safety of IDeg/Asp versus IGlar therapy.
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Affiliation(s)
- Tao Long
- Department of Endocrinology, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510700, China
| | - Jin-Ting Lin
- Department of Pediatrics, Pediatrics School, Guangzhou Medical University, Guangzhou, 511436, China
| | - Min-Hua Lin
- Department of Pediatrics, Pediatrics School, Guangzhou Medical University, Guangzhou, 511436, China
| | - Qian-Long Wu
- Department of Pediatrics, Pediatrics School, Guangzhou Medical University, Guangzhou, 511436, China
| | - Jian-Mei Lai
- Department of Pediatrics, Pediatrics School, Guangzhou Medical University, Guangzhou, 511436, China
| | - Sheng-Zhen Li
- Department of Pediatrics, Pediatrics School, Guangzhou Medical University, Guangzhou, 511436, China
| | - Zi-Chao Zhou
- Department of Pediatrics, Pediatrics School, Guangzhou Medical University, Guangzhou, 511436, China
| | - Ji-Yuan Zeng
- Department of Pediatrics, Pediatrics School, Guangzhou Medical University, Guangzhou, 511436, China
| | - Jia-Shuan Huang
- Department of Pediatrics, Pediatrics School, Guangzhou Medical University, Guangzhou, 511436, China
| | - Chun-Ping Zeng
- Department of Endocrinology, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510700, China
| | - Yao-Ming Lai
- Department of Rehabilitation Medicine, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510700, China
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19
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Settles J, Kan H, Child CJ, Gorritz M, Multani JK, McGuiness CB, Wade RL, Frier BM. Previously unrecognized risk factors for severe hypoglycaemia requiring emergency medical care in insulin-treated type 2 diabetes: Results from a real-world nested case-control study. Diabetes Obes Metab 2022; 24:1235-1244. [PMID: 35266273 PMCID: PMC9322525 DOI: 10.1111/dom.14690] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 02/24/2022] [Accepted: 03/04/2022] [Indexed: 12/16/2022]
Abstract
AIM Several risk factors for severe hypoglycaemia (SH) are associated with insulin-treated diabetes. This study explored potential risk factors in adults with insulin-treated type 2 diabetes mellitus (T2DM). MATERIALS AND METHODS In this case-control study, adults with T2DM initiating insulin were identified in the IQVIA PharMetrics® Plus database. The index date was the date of the first SH event (cases). Using incidence-density sampling, controls were selected from those who had been exposed 'at risk' of SH for the same amount of time as each case. After exact-matching on the well-established factors, previously unreported risk factors were evaluated through conditional logistic regression. RESULTS In 3153 case-control pairs, pregnancy [odds ratios (OR) = 3.20, p = .0003], alcohol abuse (OR = 2.43, p < .0001), short-/rapid-acting insulin (OR = 2.22/1.47, p < .0001), cancer (OR = 1.87, p < .0001), dementia/Alzheimer's disease (OR = 1.73, p = .0175), peripheral vascular disease (OR = 1.59, p < .0001), antipsychotics (OR = 1.59; p = .0059), anxiolytics (OR = 1.51, p = .0012), paralysis/hemiplegia/paraplegia (OR = 1.51, p = .0416), hepatitis (OR = 1.50, p = .0303), congestive heart failure (OR = 1.47, p = .0002), adrenergic-corticosteroid combinations (OR = 1.45, p = .0165), β-adrenoceptor agonists (OR = 1.40, p = .0225), opioids (OR = 1.38, p < .0001), corticosteroids (OR = 1.35, p = .0159), cardiac arrhythmia (OR = 1.29. p = .0065), smoking (OR = 1.28, p = .005), Charlson Comorbidity Index score 2 (OR = 1.28, p = .0026), 3 (OR = 1.41, p = .0016) or ≥4 (OR = 1.57, p = .0002), liver/gallbladder/pancreatic disease (OR = 1.26, p = .0182) and hypertension (OR = 1.19, p = .0164) were independently associated with SH. CONCLUSIONS Although all people with insulin-treated diabetes are at risk of SH, these results have identified some previously unrecognized risk factors and sub-groups of insulin-treated adults with T2DM at greater risk. Scrutiny of current therapies and comorbidities are advised as well as additional glucose monitoring and education, when identifying and managing SH in vulnerable populations.
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Affiliation(s)
- Julie Settles
- Eli Lilly and Company Corporate CenterIndianapolisIndianaUSA
| | - Hong Kan
- Eli Lilly and Company Corporate CenterIndianapolisIndianaUSA
| | | | - Magdaliz Gorritz
- IQVIA Real‐World Evidence SolutionsPlymouth MeetingPlymouthPennsylvaniaUSA
| | - Jasjit K. Multani
- IQVIA Real‐World Evidence SolutionsPlymouth MeetingPlymouthPennsylvaniaUSA
| | | | - Rolin L. Wade
- IQVIA Real‐World Evidence SolutionsPlymouth MeetingPlymouthPennsylvaniaUSA
| | - Brian M. Frier
- Centre for Cardiovascular Science, The Queen's Medical Research InstituteUniversity of EdinburghEdinburghUK
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20
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Kang S, Park YM, Kwon DJ, Chung YJ, Namkung J, Han K, Ko SH. Reproductive Life Span and Severe Hypoglycemia Risk in Postmenopausal Women with Type 2 Diabetes Mellitus. Diabetes Metab J 2022; 46:578-591. [PMID: 35067011 PMCID: PMC9353572 DOI: 10.4093/dmj.2021.0135] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 09/07/2021] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Estrogen promotes glucose homeostasis, enhances insulin sensitivity, and maintains counterregulatory responses in recurrent hypoglycemia in women of reproductive age. Postmenopausal women with type 2 diabetes mellitus (T2DM) might be more vulnerable to severe hypoglycemia (SH) events. However, the relationship between reproductive factors and SH occurrence in T2DM remains unelucidated. METHODS This study included data on 181,263 women with postmenopausal T2DM who participated in a national health screening program from January 1 to December 31, 2009, obtained using the Korean National Health Insurance System database. Outcome data were obtained until December 31, 2018. Associations between reproductive factors and SH incidence were assessed using Cox proportional hazards models. RESULTS During the mean follow-up of 7.9 years, 11,279 (6.22%) postmenopausal women with T2DM experienced SH episodes. A longer reproductive life span (RLS) (≥40 years) was associated with a lower SH risk compared to a shorter RLS (<30 years) (adjusted hazard ratio [HR], 0.74; 95% confidence interval [CI], 0.69 to 0.80; P for trend <0.001) after multivariable adjustment. SH risk decreased with every 5-year increment of RLS (with <30 years as a reference [adjusted HR, 0.91; 95% CI, 0.86 to 0.95; P=0.0001 for 30-34 years], [adjusted HR, 0.80; 95% CI, 0.76 to 0.84; P<0.001 for 35-39 years], [adjusted HR, 0.74; 95% CI, 0.68 to 0.81; P<0.001 for ≥40 years]). The use of hormone replacement therapy (HRT) was associated with a lower SH risk than HRT nonuse. CONCLUSION Extended exposure to endogenous ovarian hormone during lifetime may decrease the number of SH events in women with T2DM after menopause.
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Affiliation(s)
- Soyeon Kang
- Division of Gynecologic Endocrinology, Department of Obstetrics and Gynecology, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yong-Moon Park
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Dong Jin Kwon
- Division of Gynecologic Endocrinology, Department of Obstetrics and Gynecology, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Youn-Jee Chung
- Division of Gynecologic Endocrinology, Department of Obstetrics and Gynecology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jeong Namkung
- Division of Gynecologic Endocrinology, Department of Obstetrics and Gynecology, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Seung-Hyun Ko
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
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21
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Raghavan S, Warsavage T, Liu WG, Raffle K, Josey K, Saxon DR, Phillips LS, Caplan L, Reusch JE. Trends in Timing of and Glycemia at Initiation of Second-line Type 2 Diabetes Treatment in U.S. Adults. Diabetes Care 2022; 45:1335-1345. [PMID: 35344584 PMCID: PMC9210868 DOI: 10.2337/dc21-2492] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 02/24/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Therapeutic inertia threatens the potential long-term benefits of achieving early glycemic control after type 2 diabetes diagnosis. We evaluated temporal trends in second-line diabetes medication initiation among individuals initially treated with metformin. RESEARCH DESIGN AND METHODS We included data from 199,042 adults with type 2 diabetes in the U.S. Department of Veterans Affairs health care system initially treated with metformin monotherapy from 2005 to 2013. We used multivariable Cox proportional hazards and linear regression to estimate associations of year of metformin monotherapy initiation with time to second-line diabetes treatment over 5 years of follow-up (primary outcome) and with hemoglobin A1c (HbA1c) at the time of second-line diabetes treatment initiation (secondary outcome). RESULTS The cumulative 5-year incidence of second-line medication initiation declined from 47% among metformin initiators in 2005 to 36% in 2013 counterparts (P < 0.0001) despite a gradual increase in mean HbA1c at the end of follow-up (from 6.94 ± 1.28% to 7.09 ± 1.42%, Ptrend < 0.0001). In comparisons with metformin monotherapy initiators in 2005, adjusted hazard ratios for 5-year initiation of second-line diabetes treatment ranged from 0.90 (95% CI 0.87, 0.92) for 2006 metformin initiators to 0.68 (0.66, 0.70) for 2013 counterparts. Among those receiving second-line treatment within 5 years of metformin initiation, HbA1c at second-line medication initiation increased from 7.74 ± 1.66% in 2005 metformin initiators to 8.55 ± 1.92% in 2013 counterparts (Ptrend < 0.0001). CONCLUSIONS We observed progressive delays in diabetes treatment intensification consistent with therapeutic inertia. Process-of-care interventions early in the diabetes disease course may be needed to reverse adverse temporal trends in diabetes care.
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Affiliation(s)
- Sridharan Raghavan
- Medicine Service, U.S. Department of Veterans Affairs, Eastern Colorado Health Care System, Aurora, CO
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
- Colorado Cardiovascular Outcomes Research Consortium, Aurora, CO
| | - Theodore Warsavage
- Medicine Service, U.S. Department of Veterans Affairs, Eastern Colorado Health Care System, Aurora, CO
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO
| | - Wenhui G. Liu
- Medicine Service, U.S. Department of Veterans Affairs, Eastern Colorado Health Care System, Aurora, CO
| | - Katherine Raffle
- Medicine Service, U.S. Department of Veterans Affairs, Eastern Colorado Health Care System, Aurora, CO
| | - Kevin Josey
- Medicine Service, U.S. Department of Veterans Affairs, Eastern Colorado Health Care System, Aurora, CO
- Department of Biostatistics, Harvard School of Public Health, Boston, MA
| | - David R. Saxon
- Medicine Service, U.S. Department of Veterans Affairs, Eastern Colorado Health Care System, Aurora, CO
- Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Lawrence S. Phillips
- Medicine Service, Atlanta Veterans Affairs Medical Center, Decatur, GA
- Department of Medicine, Emory University School of Medicine, Atlanta, GA
| | - Liron Caplan
- Medicine Service, U.S. Department of Veterans Affairs, Eastern Colorado Health Care System, Aurora, CO
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Jane E.B. Reusch
- Medicine Service, U.S. Department of Veterans Affairs, Eastern Colorado Health Care System, Aurora, CO
- Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
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22
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Type 2 Diabetes mellitus treatment intensification and deintensification in primary care: a retrospective cohort study. JOURNAL OF PHARMACY PRACTICE AND RESEARCH 2022. [DOI: 10.1002/jppr.1812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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23
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Lega IC, Rochon PA. Diabetes treatment deintensification in nursing homes: When less is more. J Am Geriatr Soc 2022; 70:1946-1949. [PMID: 35587266 DOI: 10.1111/jgs.17832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 04/20/2022] [Indexed: 11/28/2022]
Affiliation(s)
- Iliana C Lega
- Department of Medicine, Division of Endocrinology, University of Toronto, Toronto, Canada.,Women's Age Lab, Women's College Hospital, Toronto, Canada.,Women's College Research Institute, Toronto, Canada.,ICES, Toronto, Canada
| | - Paula A Rochon
- Women's Age Lab, Women's College Hospital, Toronto, Canada.,Department of Medicine, Division of Geriatric Medicine, University of Toronto, Toronto, Canada
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24
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Chakrabarty R, Yousuf S, Singh MP. Contributive Role of Hyperglycemia and Hypoglycemia Towards the Development of Alzheimer's Disease. Mol Neurobiol 2022; 59:4274-4291. [PMID: 35503159 DOI: 10.1007/s12035-022-02846-y] [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] [Received: 02/17/2022] [Accepted: 04/20/2022] [Indexed: 11/30/2022]
Abstract
Alzheimer's disease (AD) is one of the causes of dementia that results from several infections/biological conditions leading to either cell disruption or loss of neuronal communication. Studies have documented the accumulation of two proteins, beta-amyloid (Aβ), which accumulates on the exteriors of neurons, and tau (Tau), which assembles at the interiors of brain cells and is chiefly liable for the progression of the disease. Several molecular and cellular pathways account for the accumulation of amyloid-β and the formation of neurofibrillary tangles, which are phosphorylated variants of Tau protein. Moreover, research has revealed a potential connection between AD and diabetes. It has also been demonstrated that both hypoglycemia and hyperglycemia have a significant role in the development of AD. In addition, SUMO (small ubiquitin-like modifier protein) plays a crucial role in the pathogenesis of AD. SUMOylation is the process by which modification of amyloid precursor protein (APP) and Tau takes place. Furthermore, Drosophila melanogaster has proven to be an efficient model organism in studies to establish the relationship between AD and variations in blood glucose levels. In addition, the review successfully identifies the common pathway that links the effects of fluctuations in glucose levels on AD pathogenesis and advancements.
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Affiliation(s)
- Riya Chakrabarty
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar-Ludhiana National Highway, Phagwara, Punjab, 144411, India
| | - Sumaira Yousuf
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar-Ludhiana National Highway, Phagwara, Punjab, 144411, India
| | - Mahendra P Singh
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar-Ludhiana National Highway, Phagwara, Punjab, 144411, India.
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25
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Le P, Ayers G, Misra-Hebert AD, Herzig SJ, Herman WH, Shaker VA, Rothberg MB. Adherence to the American Diabetes Association's Glycemic Goals in the Treatment of Diabetes Among Older Americans, 2001-2018. Diabetes Care 2022; 45:1107-1115. [PMID: 35076695 DOI: 10.2337/dc21-1507] [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] [Received: 07/19/2021] [Accepted: 01/01/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess trends in HbA1c and appropriateness of diabetes medication use by patient health status. RESEARCH DESIGN AND METHODS We conducted cross-sectional analysis of 2001-2018 National Health and Nutrition Examination Survey (NHANES). We included older adults age ≥65 years who had ever been told they had diabetes, had HbA1c >6.4%, or had fasting plasma glucose >125 mg/dL. Health status was categorized as good, intermediate, or poor. Being below goal was defined as taking medication despite having HbA1c ≥1% below the glycemic goals of the American Diabetes Association (ADA), which varied by patient health status and time period. Drugs associated with hypoglycemia included sulfonylureas, insulin, and meglitinides. RESULTS We included 3,539 patients. Mean HbA1c increased over time and did not differ by health status. Medication use increased from 59% to 74% with metformin being the most common drug in patients with good or intermediate health and sulfonylureas and insulin most often prescribed to patients with poor health. Among patients taking medications, prevalence of patients below goal increased while prevalence of those above goal decreased from 2001 to 2018. One-half of patients with poor health and taking medications had below-goal HbA1c; two-thirds received drugs associated with hypoglycemia. Patients with poor health who were below goal had 4.9 (95% CI 2.3-10.4) times the adjusted odds of receiving drugs associated with hypoglycemia than healthy patients. CONCLUSIONS In accordance with ADA's newer Standards of Medical Care in Diabetes, HbA1c goals were relaxed but did not differ by health status. Below-goal HbA1c was common among patients with poor health; many were prescribed medications associated with a higher risk of hypoglycemia.
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Affiliation(s)
- Phuc Le
- Center for Value-Based Care Research, Cleveland Clinic, Cleveland, OH
| | - Gina Ayers
- Department of Pharmacy and Center for Geriatric Medicine, Cleveland Clinic, Cleveland, OH
| | - Anita D Misra-Hebert
- Center for Value-Based Care Research, Cleveland Clinic, Cleveland, OH.,Healthcare Delivery and Implementation Science Center, Cleveland Clinic, Cleveland, OH
| | - Shoshana J Herzig
- Division of General Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - William H Herman
- University of Michigan School of Public Health, Ann Arbor, MI.,University of Michigan Medical School, Ann Arbor, MI
| | - Victoria A Shaker
- Center for Value-Based Care Research, Cleveland Clinic, Cleveland, OH
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26
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Moosavian SP, Rahimlou M, Rezaei Kelishadi M, Moradi S, Jalili C. Effects of almond on cardiometabolic outcomes in patients with type 2 diabetes: A systematic review and meta-analysis of randomized controlled trials. Phytother Res 2022; 36:1839-1853. [PMID: 35443097 DOI: 10.1002/ptr.7365] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 10/29/2021] [Accepted: 12/10/2021] [Indexed: 11/10/2022]
Abstract
An enhanced risk for cardiovascular disease (CVD) still exists even when T2DM patients have tight control on blood sugar. Thus, identification of treatment approaches that address CVD risk factors may be useful for patients beyond the blood sugar management. Although emerging evidence suggests that nuts consumption have beneficial effects on cardiometabolic health, the effects of almond intake in patients with type 2 diabetes are still controversial. Therefore, our objective was to investigate the effect of almond on cardiometabolic outcomes in patients with T2DM through a systematic review and meta-analysis of available randomized controlled trials (RCTs). A systematic search was conducted in PubMed, Web of Science, Scopus, Embase, and Google Scholar to identify relevant RCTs up to March 2021. There was no language and time limitation. Weighted mean difference (WMD) was pooled using a random effects model. Heterogeneity, sensitivity analysis, and publication bias were reported using standard methods. Nine RCTs were included in the final analysis. Almond intake resulted in significant reduction in low-density lipoprotein cholesterol (LDL-C) (WMD: -5.28 mg/dL; 95% CI, -9.92, -0.64; p = .026) compared with the control group. This lowering effect of LDL-C was robust in subgroups with almond consumption >50 g/day, and baseline LDL-C level <130 mg/dL. However, the effect of almond on total cholesterol, triglycerides, high-density lipoprotein cholesterol, fasting plasma glucose, insulin, hemoglobin A1c, body mass index, weight, body fat, systolic and diastolic blood pressure, and CRP was not significant compared with the control group. In summary, the current meta-analysis indicated that almond consumption decreased LDL-C, and had no favorable effect on other cardiometabolic outcomes in patients with T2DM. However, further high-quality studies are needed to firmly establish the clinical efficacy of the almond.
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Affiliation(s)
- Seyedeh Parisa Moosavian
- Department of Community Nutrition, School of Nutrition and Food Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mehran Rahimlou
- Department of Nutrition, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Mahnaz Rezaei Kelishadi
- Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Sajjad Moradi
- Nutritional Sciences Department, School of Nutritional Sciences and Food Technology, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Cyrus Jalili
- Medical Biology Research Center, Health Technology Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
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27
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Gudi SK, Bugden S, Singer A, Falk J. Potential Overtreatment and Overtesting Among Older Adults With Type 2 Diabetes Across Canada: An Observational, Retrospective Cohort Study. Can J Diabetes 2022; 46:S1499-2671(22)00022-3. [PMID: 35933318 DOI: 10.1016/j.jcjd.2022.02.010] [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: 06/30/2021] [Revised: 12/23/2021] [Accepted: 02/24/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Our aim in this study was to assess potential overtreatment and overtesting among older adults with type 2 diabetes across Canada. METHODS An observational, population-based cohort study was conducted using data available through the Canadian Primary Care Sentinel Surveillance Network. All patients included in the study were seen by a primary care provider between 2010 and 2017, ≥65 years with type 2 diabetes and had at least one glycated hemoglobin (A1C) measurement. Potential overtreatment was defined as an index A1C of <7% and being prescribed antidiabetes medications other than metformin within 1 year of the index A1C. Testing ≥3 times/year in patients with A1C <7% was considered potential overtesting. Analyses were performed/compared within 2 cross-sectional cohorts (2012 and 2016). A subcohort analysis was performed on those with advanced age and dementia. RESULTS An overall cohort of 41,032 patients (mean age, 76.6 years) was identified. Proportions of potential overtreatment were 7.0% (2012) and 6.9% (2016) (difference in rate in %: 0.1; 95% confidence interval [CI], -0.32 to 0.52]). Overall, 19.2% (2012) and 19.0% (2016) of patients were potentially overtested (difference in rate in %: 0.2; 95% CI, -0.45 to 0.85), whereas 2.4% (2012) and 2.3% (2016) were potentially undertested (difference in rate in %: 0.1; 95% CI, -0.15 to 0.35). Among patients with dementia and advanced age, proportions of patients potentially overtreated were 14.5% and 12.1%, and those overtested were 29.2% and 25.0% in 2012 and 2016, respectively. CONCLUSIONS Potential overtreatment and overtesting exists among older adults with diabetes in Canadian primary care practices with minimal change over time. Higher proportions of potentially unnecessary care were observed in those with advanced age and dementia. Our study highlights an opportunity for primary care clinicians to improve testing and treatment practices considering the individual patient, context and potential for net benefit.
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Affiliation(s)
- Sai Krishna Gudi
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Shawn Bugden
- School of Pharmacy, Memorial University of Newfoundland, Health Sciences Centre, St. John's, Newfoundland, Canada
| | - Alexander Singer
- Department of Family Medicine, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jamie Falk
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada.
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28
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Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning. J Biomed Inform 2022; 128:104029. [PMID: 35182785 DOI: 10.1016/j.jbi.2022.104029] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 01/18/2022] [Accepted: 02/11/2022] [Indexed: 11/23/2022]
Abstract
Almost half of Americans 65 years of age and older take statins, which are highly effective in lowering low-density lipoprotein cholesterol, preventing atherosclerotic cardiovascular disease (ASCVD), and reducing all-cause mortality. Unfortunately, ∼50% of patients prescribed statins do not obtain these critical benefits because they discontinue use within one year of treatment initiation. Therefore, statin discontinuation has been identified as a major public health concern due to the increased morbidity, mortality, and healthcare costs associated with ASCVD. In clinical practice, statin-associated symptoms (SAS) often result in dose reduction or discontinuation of these life-saving medications. Currently, physician decision-making in statin prescribing typically relies on only a few patient data elements. Physicians then employ reactive strategies to manage SAS concerns after they manifest (e.g., offering an alternative statin treatment plan or a statin holiday). A preferred approach would be a proactive strategy to identify the optimal treatment plan (statin agent + dosage) to prevent/minimize SAS and statin discontinuation risks for a particular individual prior to initiating treatment. Given that using a single patient's data to identify the optimal statin regimen is inadequate to ensure that the harms of statin use are minimized, alternative tactics must be used to address this problem. In this proof-of-concept study, we explore the use of a machine-learning personalized statin treatment plan (PSTP) platform to assess the numerous statin treatment plans available and identify the optimal treatment plan to prevent/minimize harms (SAS and statin discontinuation) for an individual. Our study leveraged de-identified administrative insurance claims data from the OptumLabs® Data Warehouse, which includes medical and pharmacy claims, laboratory results, and enrollment records for more than 130 million commercial and Medicare Advantage (MA) enrollees, to successfully develop the PSTP platform. In this study, we found three results: (1) the PSTP platform recommends statin prescription with significantly lower risks of SAS and discontinuation compared with standard-practice, (2) because machine learning can consider many more dimensions of data, the performance of the proactive prescription strategy with machine-learning support is better, especially the artificial neural network approach, and (3) we demonstrate a method of incorporating optimization constraints for individualized patient-centered medicine and shared decision making. However, more research into its clinical use is needed. These promising results show the feasibility of using machine learning and big data approaches to produce personalized healthcare treatment plans and support the precision-health agenda.
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29
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Poret F, Nacher M, Pujo J, Cauvin JM, Demar M, Massicard M, Sabbah N. Risk factors for hypoglycaemia in people with diabetes admitted to the Emergency Department of a Hospital in French Guiana. Diabet Med 2022; 39:e14736. [PMID: 34738244 DOI: 10.1111/dme.14736] [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: 04/18/2021] [Revised: 10/19/2021] [Accepted: 11/04/2021] [Indexed: 11/27/2022]
Abstract
AIMS/INTRODUCTION Strict management of glucose levels in elderly people with diabetes or with comorbidities exposes them to the risk of severe hypoglycaemia (capillary or venous glucose ≤3.3 mmol/L) and the associated morbidity and mortality. We aimed to describe the clinical, laboratory, and epidemiological characteristics of people with diabetes admitted to the Emergency Department in Cayenne, French Guiana for severe hypoglycaemia and identify avoidable behaviours in this population. MATERIALS AND METHODS An observational epidemiological study of adults with diabetes who presented to the Emergency Department with severe hypoglycaemia was conducted between 2015 and 2018. Their medical history, clinical and laboratory data were collected. The primary outcome was the association between therapeutic misuse and age ≥65 years. RESULTS Overall, 178 admissions were analysed. The main cause of hypoglycaemia was insulin dosing-error or inappropriate glycaemic targets. Among those ≥65 years, 59% had a glycated haemoglobin ≤48 mmol/mol (6.5%), and the median duration of their diabetes was 20 years. Among them, 60% were treated with sulfonylurea, repaglinide, biphasic insulin, or mixed drugs, and 48% were on non-diabetes related treatments that had a hypoglycaemic effect. Furthermore, 23% of the elderly treated with oral antidiabetics had chronic kidney disease. CONCLUSION Many avoidable risk factors for severe hypoglycaemia have been highlighted, in particular insulin dosing errors or non-compliance with recommendations for participants ≥ 65 years. Primary care physicians and homecare nurses need to provide preventive interventions and undergo training.
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Affiliation(s)
- Fabien Poret
- Department of Emergency, Cayenne Hospital Center, Cayenne, French Guiana
| | - Mathieu Nacher
- Clinical Investigation Center Antilles French Guiana (CIC INSERM 1424), Cayenne Hospital Center, Cayenne, French Guiana
| | - Jean Pujo
- Department of Emergency, Cayenne Hospital Center, Cayenne, French Guiana
| | - Jean-Michel Cauvin
- Department of Medical Information, Cayenne Hospital Center, Cayenne, French Guiana
| | - Magalie Demar
- Laboratory of Parasitology-Mycology (LHUPM), Cayenne Hospital Center, Cayenne, French Guiana
- EA3593, Amazon Ecosystems and Tropical Diseases, University of Guiana, Georgetown, French Guiana
| | - Mickael Massicard
- Department of Endocrinology and Metabolic Diseases, Cayenne Hospital Center, Cayenne, French Guiana
| | - Nadia Sabbah
- Clinical Investigation Center Antilles French Guiana (CIC INSERM 1424), Cayenne Hospital Center, Cayenne, French Guiana
- Department of Endocrinology and Metabolic Diseases, Cayenne Hospital Center, Cayenne, French Guiana
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30
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Callahan KE, Lenoir KM, Usoh CO, Williamson JD, Brown LY, Moses AW, Hinely M, Neuwirth Z, Pajewski NM. Using an Electronic Health Record and Deficit Accumulation to Pragmatically Identify Candidates for Optimal Prescribing in Patients With Type 2 Diabetes. Diabetes Spectr 2022; 35:344-350. [PMID: 36082014 PMCID: PMC9396712 DOI: 10.2337/ds21-0068] [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: 11/13/2022]
Abstract
OBJECTIVE Despite guidelines recommending less stringent glycemic goals for older adults with type 2 diabetes, overtreatment is prevalent. Pragmatic approaches for prioritizing patients for optimal prescribing are lacking. We describe glycemic control and medication patterns for older adults with type 2 diabetes in a contemporary cohort, exploring variability by frailty status. RESEARCH DESIGN AND METHODS This was a cross-sectional observational study based on electronic health record (EHR) data, within an accountable care organization (ACO) affiliated with an academic medical center/health system. Participants were ACO-enrolled adults with type 2 diabetes who were ≥65 years of age as of 1 November 2020. Frailty status was determined by an automated EHR-based frailty index (eFI). Diabetes management was described by the most recent A1C in the past 2 years and use of higher-risk medications (insulin and/or sulfonylurea). RESULTS Among 16,973 older adults with type 2 diabetes (mean age 75.2 years, 9,154 women [53.9%], 77.8% White), 9,134 (53.8%) and 6,218 (36.6%) were classified as pre-frail (0.10 < eFI ≤0.21) or frail (eFI >0.21), respectively. The median A1C level was 6.7% (50 mmol/mol) with an interquartile range of 6.2-7.5%, and 74.1 and 38.3% of patients had an A1C <7.5% (58 mmol/mol) and <6.5% (48 mmol/mol), respectively. Frailty status was not associated with level of glycemic control (P = 0.08). A majority of frail patients had an A1C <7.5% (58 mmol/mol) (n = 4,544, 73.1%), and among these patients, 1,755 (38.6%) were taking insulin and/or a sulfonylurea. CONCLUSION Treatment with insulin and/or a sulfonylurea to an A1C levels <7.5% is common in frail older adults. Tools such as the eFI may offer a scalable approach to targeting optimal prescribing interventions.
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Affiliation(s)
- Kathryn E. Callahan
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
- Center for Health Care Innovation, Wake Forest School of Medicine, Winston-Salem, NC
- Corresponding author: Kathryn E. Callahan,
| | - Kristin M. Lenoir
- Center for Health Care Innovation, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Chinenye O. Usoh
- Section on Endocrinology and Metabolism, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Jeff D. Williamson
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
- Center for Health Care Innovation, Wake Forest School of Medicine, Winston-Salem, NC
| | - LaShanda Y. Brown
- Center for Health Care Innovation, Wake Forest School of Medicine, Winston-Salem, NC
| | - Adam W. Moses
- Center for Health Care Innovation, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Molly Hinely
- Department of Pharmacy, Wake Forest Baptist Health, Winston-Salem, NC
| | | | - Nicholas M. Pajewski
- Center for Health Care Innovation, Wake Forest School of Medicine, Winston-Salem, NC
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC
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31
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Wang Y, Han H, Abdulrahman Salim Mzee S, Wang D, Chen J, Fan X. Feasibility of ERAS in Patients With Gastric Cancer Complicated by Diabetes Mellitus. Technol Cancer Res Treat 2022; 21:15330338221118211. [PMID: 35979622 PMCID: PMC9393351 DOI: 10.1177/15330338221118211] [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] [Indexed: 11/17/2022] Open
Abstract
Enhanced Recovery After Surgery (ERAS) is the integration of multiple
perioperative evidence-based medical practices into a single pathway aimed at
eliminating surgical liabilities and improving treatment accuracy to enhance
patients' postoperative outcomes. The ERAS Society has been developing
guidelines that are widely applicable in the surgical field. ERAS pathways in
selective and noncomplicated cases are extensively practiced. However, the ERAS
literature excludes patients with comorbidities, such as gastric cancer
complicated with diabetes mellitus (DM). Current ERAS guidelines exclude
patients with DM in enhanced recovery programs because of insufficient
evidence-based medicine on the molecular physiology of the patients in response
to surgical insult. Therefore, it is important to implement accelerated
rehabilitation surgery for patients with gastric cancer and DM. This review
discusses the feasibility and necessity of applying ERAS guidelines to patients
with gastric cancer complicated by DM. In addition, we documented the need to
lay a logical foundation for enhanced recovery after surgery in patients with
gastric cancer complicated by DM.
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Affiliation(s)
- Ying Wang
- 191612Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - He Han
- 191612Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | | | | | - Jixiang Chen
- 191612Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - Xin Fan
- 191612Affiliated Hospital of Jiangsu University, Zhenjiang, China
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32
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Fan R, Xie L, Peng X, Yu B, Zou H, Huang J, Yu X, Wang D, Yang Y. Preadmission Insulin-Treated Type 2 Diabetes Mellitus Patients Had Increased Mortality in Intensive Care Units. Diabetes Metab Syndr Obes 2022; 15:2135-2148. [PMID: 35911502 PMCID: PMC9325876 DOI: 10.2147/dmso.s369152] [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: 04/08/2022] [Accepted: 07/09/2022] [Indexed: 11/23/2022] Open
Abstract
AIM To explore the clinical outcomes among preadmission insulin-treated type 2 diabetes mellitus (T2DM) in intensive care units (ICU). PATIENTS AND METHODS In this retrospective observational study, 578 T2DM patients admitted to ICU were recruited from March 2011 to February 2021, which were composed of 528 patients treated with insulin after ICU admission (including 300 preadmission non-insulin-treated and 228 preadmission insulin-treated patients) and 50 patients treated without insulin before and after ICU admission. Clinical outcomes were compared between the groups. Variables of age (± 10 years), gender, blood glucose >10 mmol/l on ICU admission, and original comorbidities were used for matching to get the 1:1 matched cohort. The Kaplan-Meier survival curves were graphed to describe the survival trend and Cox regression analysis was performed to get adjusted hazard ratio (HR). RESULTS Compared with the preadmission non-insulin-treated T2DM patients, preadmission insulin-treated T2DM patients had higher incidence of hypoglycemia [14.5% (33/228) vs 8.7% (26/300); p = 0.036]. In the 1:1 matched cohort, the preadmission insulin-treated T2DM patients had significantly increased mortality rate [30.0% (45/150) vs (16.0% (24/150)); adjusted HR, 1.68 (1.01-2.80)] than preadmission non-insulin-treated T2DM patients. Compared with T2DM patients treated without insulin before and after ICU admission, preadmission insulin-treated T2DM patients had higher mortality and longer length of ICU stay (all p < 0.05). CONCLUSION Preadmission insulin treatment was associated with increased mortality rate and longer length of ICU stay among T2DM patients in ICU. Preadmission insulin-treated T2DM patients might have worse clinical outcomes when they are critically ill.
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Affiliation(s)
- Rongping Fan
- Division of Endocrinology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
- Branch of National Clinical Research Center for Metabolic Diseases, Wuhan, 430030, People’s Republic of China
| | - Lei Xie
- Division of Endocrinology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
- Branch of National Clinical Research Center for Metabolic Diseases, Wuhan, 430030, People’s Republic of China
| | - Xuemin Peng
- Division of Endocrinology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
- Branch of National Clinical Research Center for Metabolic Diseases, Wuhan, 430030, People’s Republic of China
| | - Bo Yu
- Division of Cardiology, Department of Internal Medicine and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
| | - Huajie Zou
- Division of Endocrinology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
- Branch of National Clinical Research Center for Metabolic Diseases, Wuhan, 430030, People’s Republic of China
- Division of Endocrinology, Department of Internal Medicine, The Affiliated Hospital of Qinghai University, Xining, Qinghai, 810001, People’s Republic of China
| | - Jiaojiao Huang
- Division of Endocrinology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
- Branch of National Clinical Research Center for Metabolic Diseases, Wuhan, 430030, People’s Republic of China
| | - Xuefeng Yu
- Division of Endocrinology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
- Branch of National Clinical Research Center for Metabolic Diseases, Wuhan, 430030, People’s Republic of China
| | - Daowen Wang
- Division of Cardiology, Department of Internal Medicine and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
| | - Yan Yang
- Division of Endocrinology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China
- Branch of National Clinical Research Center for Metabolic Diseases, Wuhan, 430030, People’s Republic of China
- Correspondence: Yan Yang; Daowen Wang, Division of Endocrinology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, People’s Republic of China, Tel +86-27-83665513, Fax +86-27-83662883, Email ;
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Affiliation(s)
- Carole E Aubert
- Department of General Internal Medicine, Inselspital, Bern University Hospital, and Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland
| | - Iliana C Lega
- Women's College Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Olivier Bourron
- Sorbonne University, Diabetology Department, Pitié-Salpêtrière-Charles Foix Hospital, AP-HP, Institute of Cardiometabolism and Nutrition (ICAN), Paris, France
| | - Alice J Train
- Office of Patient Experience (OPE), Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Jeffrey T Kullgren
- Ann Arbor VA Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
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Kruger DF, Anderson JE. Continuous Glucose Monitoring (CGM) Is a Tool, Not a Reward: Unjustified Insurance Coverage Criteria Limit Access to CGM. Diabetes Technol Ther 2021; 23:S45-S55. [PMID: 34160300 DOI: 10.1089/dia.2021.0193] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Recent studies have demonstrated the clinical utility of continuous glucose monitoring (CGM) use in type 2 diabetes (T2D) patients who are treated with intensive insulin management. Large retrospective database analyses of T2D patients treated with less-intensive therapies have also shown that CGM use was associated with significant reductions in hemoglobin A1c levels and health resource utilization, including diabetes-related hospitalizations and emergency room care. Despite the growing body of evidence supporting CGM use in the broader T2D population, current eligibility criteria required by public and many private insurers are denying millions of individuals with T2D access to this valuable technology. In this article, we discuss an evidence-based rationale for modifying current eligibility requirements for CGM coverage.
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Affiliation(s)
- Davida F Kruger
- Division of Endocrinology, Diabetes and Bone and Mineral, Henry Ford Health System, Detroit, Michigan, USA
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Rooney MR, Tang O, Echouffo Tcheugui JB, Lutsey PL, Grams ME, Windham BG, Selvin E. American Diabetes Association Framework for Glycemic Control in Older Adults: Implications for Risk of Hospitalization and Mortality. Diabetes Care 2021; 44:1524-1531. [PMID: 34006566 PMCID: PMC8323179 DOI: 10.2337/dc20-3045] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 03/29/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The 2021 American Diabetes Association (ADA) guidelines recommend different A1C targets in older adults that are based on comorbid health status. We assessed risk of mortality and hospitalizations in older adults with diabetes across glycemic control (A1C <7%, 7 to <8%, ≥8%) and ADA-defined health status (healthy, complex/intermediate, very complex/poor) categories. RESEARCH DESIGN AND METHODS Prospective cohort analysis of older adults aged 66-90 years with diagnosed diabetes in the Atherosclerosis Risk in Communities (ARIC) study. RESULTS Of the 1,841 participants (56% women, 29% Black), 32% were classified as healthy, 42% as complex/intermediate, and 27% as very complex/poor health. Over a median 6-year follow-up, there were 409 (22%) deaths and 4,130 hospitalizations (median [25th-75th percentile] 1 per person [0-3]). In the very complex/poor category, individuals with A1C ≥8% (vs. <7%) had higher mortality risk (hazard ratio 1.76 [95% CI 1.15-2.71]), even after adjustment for glucose-lowering medication use. Within the very complex/poor health category, individuals with A1C ≥8% (vs. <7%) had more hospitalizations (incidence rate ratio [IRR] 1.41 [95% CI 1.03-1.94]). In the complex/intermediate group, individuals with A1C ≥8% (vs. <7%) had more hospitalizations, even with adjustment for glucose-lowering medication use (IRR 1.64 [1.21-2.24]). Results were similar, but imprecise, when the analysis was restricted to insulin or sulfonylurea users (n = 663). CONCLUSIONS There were substantial differences in mortality and hospitalizations across ADA health status categories, but older adults with A1C <7% were not at elevated risk, regardless of health status. Our results support the 2021 ADA guidelines and indicate that <7% is a reasonable treatment goal in some older adults with diabetes.
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Affiliation(s)
- Mary R Rooney
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD
| | - Olive Tang
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD
| | - Justin B Echouffo Tcheugui
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD
- Division of Endocrinology, Diabetes and Metabolism, Johns Hopkins University, Baltimore, MD
| | - Pamela L Lutsey
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN
| | - Morgan E Grams
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD
- Department of Medicine, Johns Hopkins University, Baltimore, MD
| | - B Gwen Windham
- Division of Geriatrics, Department of Medicine, University of Mississippi Medical Center, Jackson, MS
| | - Elizabeth Selvin
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD
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Lega IC, Campitelli MA, Austin PC, Na Y, Zahedi A, Leung F, Yu C, Bronskill SE, Rochon PA, Lipscombe LL. Potential diabetes overtreatment and risk of adverse events among older adults in Ontario: a population-based study. Diabetologia 2021; 64:1093-1102. [PMID: 33491105 DOI: 10.1007/s00125-020-05370-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 11/05/2020] [Indexed: 01/17/2023]
Abstract
AIMS/HYPOTHESIS More than 25% of older adults (age ≥75 years) have diabetes and may be at risk of adverse events related to treatment. The aim of this study was to assess the prevalence of intensive glycaemic control in this group, potential overtreatment among older adults and the impact of overtreatment on the risk of serious events. METHODS We conducted a retrospective, population-based cohort study of community-dwelling older adults in Ontario using administrative data. Participants were ≥75 years of age with diagnosed diabetes treated with at least one anti-hyperglycaemic agent between 2014 and 2015. Individuals were categorised as having intensive or conservative glycaemic control (HbA1c <53 mmol/mol [<7%] or 54-69 mmol/mol [7.1-8.5%], respectively), and as undergoing treatment with high-risk (i.e. insulin, sulfonylureas) or low-risk (other) agents. We measured the composite risk of emergency department visits, hospitalisations, or death within 30 days of reaching intensive glycaemic control with high-risk agents. RESULTS Among 108,620 older adults with diagnosed diabetes in Ontario, the mean (± SD) age was 80.6 (±4.5) years, 49.7% were female, and mean (± SD) diabetes duration was 13.7 (±6.3) years. Overall, 61% of individuals were treated to intensive glycaemic control and 21.6% were treated to intensive control using high-risk agents. Using inverse probability treatment weighting with propensity scores, intensive control with high-risk agents was associated with nearly 50% increased risk of the composite outcome compared with conservative glycaemic control with low-risk agents (RR 1.49, 95% CI 1.08, 2.05). CONCLUSIONS/INTERPRETATION Our findings underscore the need to re-evaluate glycaemic targets in older adults and to reconsider the use of anti-hyperglycaemic medications that may lead to hypoglycaemia, especially in setting of intensive glycaemic control.
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Affiliation(s)
- Iliana C Lega
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.
- Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, ON, Canada.
- ICES, Toronto, ON, Canada.
| | | | | | - Yingbo Na
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
| | - Afshan Zahedi
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Freda Leung
- Scarborough and Rouge Hospital, Toronto, ON, Canada
| | - Catherine Yu
- Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, ON, Canada
- Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, ON, Canada
| | - Susan E Bronskill
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
| | - Paula A Rochon
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Division of Geriatric Medicine, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Lorraine L Lipscombe
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
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Uemura F, Okada Y, Torimoto K, Tanaka Y. Enlarged glycemic variability in sulfonylurea-treated well-controlled type 2 diabetics identified using continuous glucose monitoring. Sci Rep 2021; 11:4875. [PMID: 33649395 PMCID: PMC7921550 DOI: 10.1038/s41598-021-83999-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 01/29/2021] [Indexed: 12/26/2022] Open
Abstract
Time in range (TIR) is an index of glycemic control obtained from continuous glucose monitoring (CGM). The aim was to compare the glycemic variability of treatment with sulfonylureas (SUs) in type 2 diabetes mellitus (T2DM) with well-controlled glucose level (TIR > 70%). The study subjects were 123 patients selected T2DM who underwent CGM more than 24 h on admission without changing treatment. The primary endpoint was the difference in glycemic variability, while the secondary endpoint was the difference in time below range < 54 mg/dL; TBR < 54, between the SU (n = 63) and non-SU (n = 60) groups. The standard deviation, percentage coefficient of variation (%CV), and maximum glucose level were higher in the SU group than in the non-SU group, and TBR < 54 was longer in the high-dose SU patients. SU treatment was identified as a significant factor that affected %CV (β: 2.678, p = 0.034). High-dose SU use contributed to prolonged TBR < 54 (β: 0.487, p = 0.028). Our study identified enlarged glycemic variability in sulfonylurea-treated well-controlled T2DM patients and high-dose SU use was associated with TBR < 54. The results highlight the need for careful adjustment of the SU dose, irrespective of glycated hemoglobin level or TIR value.
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Affiliation(s)
- Fumi Uemura
- First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Japan, 1-1 Iseigaoka, Yahatanishi-ku, Kitakyushu, 807-8555, Japan
| | - Yosuke Okada
- First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Japan, 1-1 Iseigaoka, Yahatanishi-ku, Kitakyushu, 807-8555, Japan
| | - Keiichi Torimoto
- First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Japan, 1-1 Iseigaoka, Yahatanishi-ku, Kitakyushu, 807-8555, Japan
| | - Yoshiya Tanaka
- First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Japan, 1-1 Iseigaoka, Yahatanishi-ku, Kitakyushu, 807-8555, Japan.
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Oktora MP, Kerr KP, Hak E, Denig P. Rates, determinants and success of implementing deprescribing in people with type 2 diabetes: A scoping review. Diabet Med 2021; 38:e14408. [PMID: 32969063 PMCID: PMC7891362 DOI: 10.1111/dme.14408] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 08/20/2020] [Accepted: 09/15/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Individualizing goals for people with type 2 diabetes may result in deintensification of medication, but a comprehensive picture of deprescribing practices is lacking. AIMS To conduct a scoping review in order to assess the rates, determinants and success of implementing deprescribing of glucose-, blood pressure- or lipid-lowering medications in people with diabetes. METHODS A systematic search on MEDLINE and Embase between January 2007 and January 2019 was carried out for deprescribing studies among people with diabetes. Outcomes were rates of deprescribing related to participant characteristics, the determinants and success of deprescribing, and its implementation. Critical appraisal was conducted using predefined tools. RESULTS Fourteen studies were included; eight reported on rates, nine on determinants and six on success and implementation. Bias was high for studies on success of deprescribing. Deprescribing rates ranged from 14% to 27% in older people with low HbA1c levels, and from 16% to 19% in older people with low systolic blood pressure. Rates were not much affected by age, gender, frailty or life expectancy. Rates were higher when a reminder system was used to identify people with hypoglycaemia, which led to less overtreatment and fewer hypoglycaemic events. Most healthcare professionals accepted the concept of deprescribing but differed on when to conduct it. Deprescribing glucose-lowering medications could be successfully conducted in 62% to 75% of participants with small rises in HbA1c . CONCLUSIONS Deprescribing of glucose-lowering medications seems feasible and acceptable, but was not widely implemented in the covered period. Support systems may enhance deprescribing. More studies on deprescribing blood pressure- and lipid-lowering medications in people with diabetes are needed.
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Affiliation(s)
- M. P. Oktora
- Department of Clinical Pharmacy and PharmacologyUniversity of GroningenUniversity Medical Centre GroningenGroningenThe Netherlands
| | - K. P. Kerr
- School of Biomedical Sciences and PharmacyFaculty of Health and MedicineUniversity of NewcastleNewcastleNSWAustralia
| | - E. Hak
- Unit of PharmacoTherapy, Epidemiology and EconomicsGroningen Research Institute of PharmacyUniversity of GroningenGroningenThe Netherlands
| | - P. Denig
- Department of Clinical Pharmacy and PharmacologyUniversity of GroningenUniversity Medical Centre GroningenGroningenThe Netherlands
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Yu B, Li C, Sun Y, Wang DW. Insulin Treatment Is Associated with Increased Mortality in Patients with COVID-19 and Type 2 Diabetes. Cell Metab 2021; 33:65-77.e2. [PMID: 33248471 PMCID: PMC7682421 DOI: 10.1016/j.cmet.2020.11.014] [Citation(s) in RCA: 91] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 10/04/2020] [Accepted: 11/13/2020] [Indexed: 01/08/2023]
Abstract
COVID-19 caused by SARS-COV-2 infection can lead to multi-organ injuries and significant mortality in severe and critical patients, especially among those individuals with type 2 diabetes (T2D) as a comorbidity. While attenuated mortality was observed with aggressive glucose control, it was unclear whether therapeutic regimens including insulin treatment were beneficial for patients with COVID-19 and T2D. This retrospective study investigated 689 patients with COVID-19 and T2D from a cohort of 3,305 cases from Wuhan, China. Unexpectedly, we found that insulin treatment for patients with COVID-19 and T2D was associated with a significant increase in mortality (27.2% versus 3.5%; adjusted HR, 5.38 [2.75-10.54]). Further analysis showed that insulin treatment was associated with enhanced systemic inflammation and aggravated injuries of vital organs. Therefore, insulin treatment for patients with COVID-19 and T2D should be used with caution.
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Affiliation(s)
- Bo Yu
- Division of Cardiology, Department of Internal Medicine and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Chenze Li
- Division of Cardiology, Department of Internal Medicine and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China; Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan 430030, China
| | - Yang Sun
- Division of Cardiology, Department of Internal Medicine and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Dao Wen Wang
- Division of Cardiology, Department of Internal Medicine and Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.
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Alwafi H, Alsharif AA, Wei L, Langan D, Naser AY, Mongkhon P, Bell JS, Ilomaki J, Al Metwazi MS, Man KKC, Fang G, Wong ICK. Incidence and prevalence of hypoglycaemia in type 1 and type 2 diabetes individuals: A systematic review and meta-analysis. Diabetes Res Clin Pract 2020; 170:108522. [PMID: 33096187 DOI: 10.1016/j.diabres.2020.108522] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 09/30/2020] [Accepted: 10/13/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Previous meta-analysis investigating the incidence and prevalence of hypoglycaemia in both types of diabetes is limited. The purpose of this review is to conduct a systematic review and meta-analysis of the existing literature which investigates the incidence and prevalence of hypoglycaemia in individuals with diabetes. METHODS PubMed, Embase and Cochrane library databases were searched up to October 2018. Observational studies including individuals with diabetes of all ages and reporting incidence and/or prevalence of hypoglycaemia were included. Two reviewers independently screened articles, extracted data and assessed the quality of included studies. Meta-analysis was performed using a random effects model with 95% confidence interval (CI) to estimate the pooled incidence and prevalence of hypoglycaemia in individuals with diabetes. RESULTS Our search strategy generated 35,007 articles, of which 72 studies matched the inclusion criteria and were included in the meta-analysis. The prevalence of hypoglycaemia ranged from 0.074% to 73.0%, comprising a total of 2,462,810 individuals with diabetes. The incidence rate of hypoglycaemia ranged from 0.072 to 42,890 episodes per 1,000 person-years: stratified by type of diabetes, it ranged from 14.5 to 42,890 episodes per 1,000 person-years and from 0.072 to 16,360 episodes per 1,000-person years in type 1 and type 2 diabetes, respectively. CONCLUSION Hypoglycaemia is very common among individuals with diabetes. Further studies are needed to investigate hypoglycaemia-associated risk factors.
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Affiliation(s)
- Hassan Alwafi
- Research Department of Practice and Policy, School of Pharmacy, University College London (UCL), London, United Kingdom; Faculty of Medicine, Umm Al Qura University, Mecca, Saudi Arabia
| | - Alaa A Alsharif
- Department of Pharmacy Practice, Faculty of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Li Wei
- Research Department of Practice and Policy, School of Pharmacy, University College London (UCL), London, United Kingdom
| | - Dean Langan
- UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | | | - Pajaree Mongkhon
- Department of Pharmacy Practice School of Pharmaceutical Sciences, University of Phayao, Phayao, Thailand; Pharmacoepidemiology and Statistics Research Center (PESRC), Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
| | - J Simon Bell
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, Australia
| | - Jenni Ilomaki
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, Australia
| | - Mansour S Al Metwazi
- Clinical Pharmacy Department, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Kenneth K C Man
- Research Department of Practice and Policy, School of Pharmacy, University College London (UCL), London, United Kingdom; Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Gang Fang
- Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Ian C K Wong
- Research Department of Practice and Policy, School of Pharmacy, University College London (UCL), London, United Kingdom; Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong; The University of Hong Kong - Shenzhen Hospital, 1, Haiyuan 1st Road, Futian District, Shenzhen, Guangdong, China.
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Klonoff DC, Fleming A, Gabbay R. The Need to Change Regulatory Evaluation of Hypoglycemia in Trials of Diabetes Treatments. J Diabetes Sci Technol 2020; 14:987-989. [PMID: 31744326 PMCID: PMC7645132 DOI: 10.1177/1932296819891036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- David C. Klonoff
- Diabetes Research Institute, Mills-Peninsula Medical Center, San Mateo, CA, USA
- David C. Klonoff, MD, FACP, FRCP (Edin), Fellow AIMBE, Mills-Peninsula Medical Center, 100 South San Mateo Drive, Room 5147, San Mateo, CA 94401, USA.
| | | | - Robert Gabbay
- Joslin Diabetes Center, One Joslin Place, Boston, MA, USA
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McCoy RG, Lipska KJ, Van Houten HK, Shah ND. Development and evaluation of a patient-centered quality indicator for the appropriateness of type 2 diabetes management. BMJ Open Diabetes Res Care 2020; 8:8/2/e001878. [PMID: 33234510 PMCID: PMC7689069 DOI: 10.1136/bmjdrc-2020-001878] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 10/07/2020] [Accepted: 11/04/2020] [Indexed: 02/06/2023] Open
Abstract
INTRODUCTION Current diabetes quality measures are agnostic to patient clinical complexity and type of treatment required to achieve it. Our objective was to introduce a patient-centered indicator of appropriate diabetes therapy indicator (ADTI), designed for patients with type 2 diabetes, which is based on hemoglobin A1c (HbA1c) but is also contextualized by patient complexity and treatment intensity. RESEARCH DESIGN AND METHODS A draft indicator was iteratively refined by a multidisciplinary Delphi panel using existing quality measures, guidelines, and published literature. ADTI performance was then assessed using OptumLabs Data Warehouse data for 2015. Included adults (n=206 279) with type 2 diabetes were categorized as clinically complex based on comorbidities, then categorized as treated appropriately, overtreated, or undertreated based on a matrix of clinical complexity, HbA1c level, and medications used. Associations between ADTI and emergency department/hospital visits for hypoglycemia and hyperglycemia were assessed by calculating event rates for each treatment intensity subset. RESULTS Overall, 7.4% of patients with type 2 diabetes were overtreated and 21.1% were undertreated. Patients with high complexity were more likely to be overtreated (OR 5.60, 95% CI 5.37 to 5.83) and less likely to be undertreated (OR 0.65, 95% CI 0.62 to 0.68) than patients with low complexity. Overtreated patients had higher rates of hypoglycemia than appropriately treated patients (22.0 vs 6.2 per 1000 people/year), whereas undertreated patients had higher rates of hyperglycemia (8.4 vs 1.9 per 1000 people/year). CONCLUSIONS The ADTI may facilitate timely, patient-centered treatment intensification/deintensification with the goal of achieving safer evidence-based care.
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Affiliation(s)
- Rozalina G McCoy
- Division of Community Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, Minnesota, USA
- Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota, USA
| | - Kasia J Lipska
- Section of Endocrinology, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Holly K Van Houten
- Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota, USA
| | - Nilay D Shah
- Division of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota, USA
- OptumLabs, Cambridge, Massachusetts, USA
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O'Connor CE, Oh EH, Jackson KL, Finn DJ, Rosenman MB, Molitch ME, Kho A, Wallia A. An evaluation of recurrent hypoglycemia across Chicago, Illinois. J Diabetes Complications 2020; 34:107685. [PMID: 32732137 DOI: 10.1016/j.jdiacomp.2020.107685] [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: 02/13/2020] [Revised: 07/15/2020] [Accepted: 07/15/2020] [Indexed: 11/29/2022]
Abstract
AIMS Recurrent hypoglycemia is understudied. This study evaluates recurrent hypoglycemia, fragmentation of care and mortality in a large urban center. METHODS The Chicago HealthLNK Data Repository (CHDR), a de-identified electronic health record data set from institutions across Chicago, identified 9741 patients with diabetes (DM) who had hypoglycemia (emergency department (ED) or inpatient admission (IA)) from 2006 to 2012. Recurrence was defined as more than one hypoglycemia encounter, and fragmentation of health care was defined as an ED visit or IA for hypoglycemia at >1 site. RESULTS 187,644 patients were identified with DM; of 9741 patients with hypoglycemia, 2857 (29.3%) had recurrence. Patients with ≥4 hypoglycemic encounters (n = 1035) represented 10.6%, but accounted for 40.3% hypoglycemic encounters. Of 2857 patients with recurrence, 304 patients (10.6%) had fragmented care. In those with high hypoglycemic encounters (≥4), 22% (N = 226) had ≥10 encounters; race and insurance status differences were associated with number of hypoglycemic encounters. Having hypoglycemia was associated with increased mortality compared to no hypoglycemia (n = 2696, 27.7% vs n = 20,188, 11.4%; p < 0.00001 by chi-square). CONCLUSION A small subset of patients with hypoglycemia accounted for a large subset of hypoglycemia encounters. Targeted interventions in this high-risk, high mortality group are needed.
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Affiliation(s)
- Clare E O'Connor
- Division of Endocrinology, Metabolism and Molecular Medicine, Northwestern University Feinberg School of Medicine, Chicago IL, USA
| | - Elissa H Oh
- Center for Health Services and Outcomes Research, Institute for Public Health and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Kathryn L Jackson
- Institute of Public Health, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Daniel J Finn
- Center for Health Services and Outcomes Research, Institute for Public Health and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Marc B Rosenman
- Ann & Robert H. Lurie Children's Hospital of Chicago and Institute of Public Health, Feinberg School of Medicine, Chicago, IL, USA
| | - Mark E Molitch
- Division of Endocrinology, Metabolism and Molecular Medicine, Northwestern University Feinberg School of Medicine, Chicago IL, USA
| | - Abel Kho
- Institute of Public Health, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Amisha Wallia
- Division of Endocrinology, Metabolism and Molecular Medicine, Northwestern University Feinberg School of Medicine, Chicago IL, USA; Center for Health Services and Outcomes Research, Institute for Public Health and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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Munshi MN, Sy SL. Management of diabetes in patients with COVID-19. Lancet Diabetes Endocrinol 2020; 8:667-668. [PMID: 32707110 PMCID: PMC7373393 DOI: 10.1016/s2213-8587(20)30227-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 06/29/2020] [Indexed: 12/25/2022]
Affiliation(s)
- Medha N Munshi
- Joslin Diabetes Center and Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
| | - Sarah L Sy
- Joslin Diabetes Center and Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
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45
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Sinclair AJ, Abdelhafiz AH. Challenges and Strategies for Diabetes Management in Community-Living Older Adults. Diabetes Spectr 2020; 33:217-227. [PMID: 32848343 PMCID: PMC7428661 DOI: 10.2337/ds20-0013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The prevalence of diabetes is increasing, especially in older people, mainly because of an increase in life expectancy. The number of comorbidities also increases with increasing age, leading to a unique diabetes phenotype in old age that includes vascular disease, physical and neuropathic complications, and mental dysfunction. These three categories of complications appear to have a synergistic effect that can lead to a vicious cycle of deterioration into disability. Early assessment and appropriate, timely interventions may delay adverse outcomes. However, this complex phenotype constitutes a great challenge for health care professionals. This article reviews the complex diabetes phenotype in old age and explores management strategies that are predominantly based on the overall functional status of patients within this heterogeneous age-group.
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Affiliation(s)
- Alan J. Sinclair
- Foundation for Diabetes Research in Older People, Diabetes Frail Ltd., Droitwich Spa, UK
- Kings College, London, UK
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46
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Newswanger B, Prestrelski S, Andre AD. Human factors studies of a prefilled syringe with stable liquid glucagon in a simulated severe hypoglycemia rescue situation. Expert Opin Drug Deliv 2020; 16:1015-1025. [PMID: 31475853 DOI: 10.1080/17425247.2019.1653278] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: Two human factors studies evaluated whether a stable liquid formulation of glucagon in a prefilled syringe (G-PFS) could be safely and effectively administered and evaluated the effectiveness of the product label guide and instructions-for-use (IFU). Research design and methods: In a formative study, 11 participants received orientation with the G-PFS instructional materials and performed a single unaided rescue attempt. In the validation study, 75 adult and adolescent participants received training or familiarized themselves with the G-PFS IFU, Label Guide, and device. All participants returned 1 week later to perform a single unaided rescue attempt of a simulated person with diabetes suffering from an emergency severe hypoglycemic event. Results: The formative study resulted in a 100% success rate across all rescue dose attempts. The validation study resulted in 74/75 (99%) of participants successfully using the G-PFS to administer the full glucagon rescue dose, and validated that intended users could learn from, comprehend, and recall the G-PFS instructions to successfully use the product. Conclusion: The G-PFS provides a familiar, easy-to-use alternative to currently marketed lyophilized glucagon kits for treating severe hypoglycemia. The G-PFS IFU and Label Guide enable even untrained users to successfully administer a full rescue dose of stable liquid glucagon.
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Rosenzweig JL, Conlin PR, Gonzalvo JD, Kutler SB, Maruthur NM, Solis P, Vijan S, Wallia A, Wright RF. 2019 Endocrine Society Measures Set for Older Adults With Type 2 Diabetes Who Are at Risk for Hypoglycemia. J Clin Endocrinol Metab 2020; 105:dgz250. [PMID: 31825487 PMCID: PMC7753052 DOI: 10.1210/clinem/dgz250] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 12/10/2019] [Indexed: 11/19/2022]
Abstract
CONTEXT Hypoglycemia in the outpatient setting has a significant financial impact on the health care system and negative impact on a person's quality of life. Primary care physicians must address a multitude of issues in a visit with a person with type 2 diabetes mellitus (T2DM), often leaving little time to ask about hypoglycemia. OBJECTIVE To develop quality measures that focus on outpatient hypoglycemia episodes for patients 65 and older with T2DM, which facilitate a clinician's ability to identify opportunities to improve the quality of care and reduce hypoglycemic episodes. PARTICIPANTS AND PROCESS A technical expert panel established by the Endocrine Society in March 2019, which includes endocrinologists, primary care physicians, a diabetes care and education specialist/pharmacist, and a patient, developed 3 outpatient hypoglycemia quality measures. The measure set is intended to improve quality of care for patients with T2DM who are at greatest risk for hypoglycemia. The measures were available for public comment in July 2019. A fourth measure on shared decision-making was removed from the final measure set based on public feedback. CONCLUSION A lack of outpatient hypoglycemia measures focusing on older adults with T2DM is a barrier to improving care of people with diabetes and reducing hypoglycemic episodes. This paper provides measure specifications for 3 measures that may be used to focus quality improvement efforts on patients at greatest risk for hypoglycemia.
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Affiliation(s)
| | - Paul R Conlin
- Medical Service, VA Boston Healthcare System, West Roxbury, Massachusetts
| | | | | | - Nisa M Maruthur
- General Internal Medicine, Johns Hopkins University, Baltimore, Maryland
| | | | - Sandeep Vijan
- Institute for Healthcare Policy & Innovation, University of Michigan, Ann Arbor, Michigan
| | - Amisha Wallia
- Center for Diabetes and Metabolism, Northwestern University, Chicago, Illinois
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Janez A, Őrsy P, Stachlewska K, Salvesen‐Sykes K, Billings LK, Philis‐Tsimikas A. Benefits of insulin degludec/liraglutide are maintained even in patients discontinuing sulphonylureas or dipeptidyl peptidase-4 inhibitors upon initiation of degludec/liraglutide therapy: A post hoc analysis of the DUAL II and DUAL IX trials. Diabetes Obes Metab 2020; 22:658-668. [PMID: 31858673 PMCID: PMC7079143 DOI: 10.1111/dom.13944] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 12/02/2019] [Accepted: 12/12/2019] [Indexed: 12/15/2022]
Abstract
AIM To investigate the efficacy and safety of initiating insulin degludec/liraglutide (IDegLira) in patients with type 2 diabetes (T2D) who had discontinued pretrial sulphonylureas (SUs) or dipeptidyl peptidase-4 inhibitors (DPP4is) versus patients not previously treated with these regimens. MATERIALS AND METHODS In DUAL II, patients with T2D uncontrolled on basal insulin and metformin ± SU/glinides were randomized to insulin degludec or IDegLira (both capped at 50 U). In DUAL IX, patients were randomized to insulin glargine U100 (no maximum dose) or IDegLira, as add-on to sodium-glucose co-transporter-2 inhibitors ± oral antidiabetic drugs. In this post hoc analysis, patients were grouped according to pretrial use of SU (DUAL II) or DPP4i (DUAL IX). RESULTS Regardless of pretrial SU/DPP4i use, IDegLira was favourable versus insulin comparators with respect to change in HbA1c and body weight. Lower hypoglycaemia rates and comparable end-of-trial daily insulin dose were achieved with IDegLira, regardless of pretrial regimen. There was no clinically relevant increase in mean self-measured blood glucose in the early weeks after IDegLira initiation. There was no statistically significant interaction between the randomized treatments and previous SU/DPP4i use. CONCLUSIONS IDegLira was more favourable compared with degludec or glargine U100 in terms of change in HbA1c and body weight, regardless of antecedent treatment. Clinicians should be aware of a potential transient rise in self-measured blood glucose when transitioning therapy in patients. This shows that SUs/DPP4is can be safely discontinued, without deterioration in glycaemic control when initiating IDegLira, allowing a simplified treatment regimen.
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Affiliation(s)
- Andrej Janez
- University Medical Centre LjubljanaLjubljanaSlovenia
| | | | | | | | - Liana K. Billings
- NorthShore University Health System/University of Chicago Pritzker School of MedicineSkokie, Illinois
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Raghavan S, Vassy JL, Ho YL, Song RJ, Gagnon DR, Cho K, Wilson PWF, Phillips LS. Diabetes Mellitus-Related All-Cause and Cardiovascular Mortality in a National Cohort of Adults. J Am Heart Assoc 2020; 8:e011295. [PMID: 30776949 PMCID: PMC6405678 DOI: 10.1161/jaha.118.011295] [Citation(s) in RCA: 259] [Impact Index Per Article: 64.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Background Diabetes mellitus is a risk factor for cardiovascular disease ( CVD ) and has been associated with 2- to 4-fold higher mortality. Diabetes mellitus-related mortality has not been reassessed in individuals receiving routine care in the United States in the contemporary era of CVD risk reduction. Methods and Results We retrospectively studied 963 648 adults receiving care in the US Veterans Affairs Healthcare System from 2002 to 2014; mean follow-up was 8 years. We estimated associations of diabetes mellitus status and hemoglobin A1c (HbA1c) with all-cause and CVD mortality using covariate-adjusted incidence rates and multivariable Cox proportional hazards regression. Of participants, 34% had diabetes mellitus. Compared with nondiabetic individuals, patients with diabetes mellitus had 7.0 (95% CI , 6.7-7.4) and 3.5 (95% CI, 3.3-3.7) deaths/1000-person-years higher all-cause and CVD mortality, respectively. The age-, sex-, race-, and ethnicity-adjusted hazard ratio for diabetes mellitus-related mortality was 1.29 (95% CI, 1.28-1.31), and declined with adjustment for CVD risk factors (hazard ratio, 1.18 [95% CI, 1.16-1.19]) and glycemia (hazard ratio, 1.03 [95% CI, 1.02-1.05]). Among individuals with diabetes mellitus, CVD mortality increased as HbA1c exceeded 7% (hazard ratios, 1.11 [95% CI, 1.08-1.14], 1.25 [95% CI, 1.22-1.29], and 1.52 [95% CI, 1.48-1.56] for HbA1c 7%-7.9%, 8%-8.9%, and ≥9%, respectively, relative to HbA1c 6%-6.9%). HbA1c 6% to 6.9% was associated with the lowest mortality risk irrespective of CVD history or age. Conclusions Diabetes mellitus remains significantly associated with all-cause and CVD mortality, although diabetes mellitus-related excess mortality is lower in the contemporary era than previously. We observed a gradient of mortality risk with increasing HbA1c >6% to 6.9%, suggesting HbA1c remains an informative predictor of outcomes even if causality cannot be inferred.
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Affiliation(s)
- Sridharan Raghavan
- 1 Department of Veterans Affairs Eastern Colorado Healthcare System Aurora CO.,2 Division of Hospital Medicine University of Colorado School of Medicine Aurora CO.,3 Colorado Cardiovascular Outcomes Research Consortium Aurora CO
| | - Jason L Vassy
- 4 Department of Veterans Affairs Boston Healthcare System Boston MA.,5 Department of Medicine Harvard Medical School Boston MA
| | - Yuk-Lam Ho
- 4 Department of Veterans Affairs Boston Healthcare System Boston MA
| | - Rebecca J Song
- 4 Department of Veterans Affairs Boston Healthcare System Boston MA
| | - David R Gagnon
- 4 Department of Veterans Affairs Boston Healthcare System Boston MA.,6 Department of Biostatistics Boston University School of Public Health Boston MA
| | - Kelly Cho
- 4 Department of Veterans Affairs Boston Healthcare System Boston MA.,5 Department of Medicine Harvard Medical School Boston MA
| | - Peter W F Wilson
- 7 Department of Veterans Affairs Atlanta Medical Center Atlanta GA.,8 Division of Cardiology Emory University School of Medicine Atlanta GA
| | - Lawrence S Phillips
- 7 Department of Veterans Affairs Atlanta Medical Center Atlanta GA.,9 Division of Endocrinology Emory University School of Medicine Atlanta GA
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50
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Glycemic control and use of glucose-lowering medications in hospital-admitted type 2 diabetes patients over 80 years. Sci Rep 2020; 10:4095. [PMID: 32139733 PMCID: PMC7057984 DOI: 10.1038/s41598-020-60818-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 01/27/2020] [Indexed: 01/16/2023] Open
Abstract
Treatment guidelines for type 2 diabetes (T2D) recommend avoidance of hypoglycemia and less stringent glycemic control in older patients. We examined the relation of glycemic control to glucose-lowering medications use in a cohort of patients aged>80 years with a diagnosis of T2D and a hospital admission in the Capital Region of Denmark in 2012-2016. We extracted data on medication use, diagnoses, and biochemistry from the hospitals' records. We identified 5,172 T2D patients with high degree of co-morbidity and where 17% had an HbA1c in the range recommended for frail, comorbid, older patients with type 2 diabetes (58-75 mmol/mol (7.5-9%)). Half of the patients (n = 2,575) had an HbA1c <48 mmol/mol (<6.5%), and a majority of these (36% of all patients) did not meet the diagnostic criteria for T2D. Of patients treated with one or more glucose-lowering medications (n = 1,758), 20% had HbA1c-values <42 mmol/mol (<6%), and 1% had critically low Hba1c values <30 mmol/mol (<4.9%), In conclusion, among these hospitalized T2D patients, few had an HbA1c within the generally recommended glycemic targets. One third of patients did not meet the diagnostic criteria for T2D, and of the patients who were treated with glucose-lowering medications, one-fifth had HbA1c-values suggesting overtreatment.
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