51
|
Doucet J, Verny C, Balkau B, Scheen A, Bauduceau B. Haemoglobin A1c and 5-year all-cause mortality in French type 2 diabetic patients aged 70 years and older: The GERODIAB observational cohort. DIABETES & METABOLISM 2018; 44:465-472. [DOI: 10.1016/j.diabet.2018.05.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Revised: 05/04/2018] [Accepted: 05/12/2018] [Indexed: 01/21/2023]
|
52
|
The value of mHealth for managing chronic conditions. Health Care Manag Sci 2018; 23:185-202. [DOI: 10.1007/s10729-018-9458-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 09/23/2018] [Indexed: 01/15/2023]
|
53
|
Meneilly GS, Knip A, Miller DB, Sherifali D, Tessier D, Zahedi A. Diabetes in Older People. Can J Diabetes 2018; 42 Suppl 1:S283-S295. [PMID: 29650107 DOI: 10.1016/j.jcjd.2017.10.021] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Indexed: 12/15/2022]
|
54
|
Yorke E, Boima V, Dey ID, Atiase Y, Akpalu J, Yawson AE, Ganu V, Forson A, Mate-Kole CC. Examination of Dysglycaemia among Newly Diagnosed Tuberculosis Patients in Ghana: A Cross-Sectional Study. Tuberc Res Treat 2018; 2018:1830372. [PMID: 30345114 PMCID: PMC6174760 DOI: 10.1155/2018/1830372] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 09/05/2018] [Indexed: 01/22/2023] Open
Abstract
The burden of both tuberculosis (TB) and diabetes mellitus in developing countries including Ghana is high; often, the two coexist and impact each other negatively. Objective. The study aimed to determine the prevalence and predictive factors of dysglycaemia among newly diagnosed smear positive tuberculosis patients at a tertiary tuberculosis treatment centre in Ghana. Methods. Dysglycaemia at diagnosis was determined by the use of oral glucose tolerance test (OGTT), while sputum smear microscopy was used to assess the sputum status. Only smear positive patients were included in the study. Information on sociodemographic, anthropometrical, clinical, and medication history was also obtained. Results. In all, 146 participants, aged 18 to 75 years with a mean age of 38.7 years comprising 115 (78.8%) males and 31 (21.2%) females, were involved in the analysis. Upon initial screening, using fasting plasma glucose (FPG), 91.1 % had normal fasting level, 5.5 % had impaired fasting, and 3.4% were diagnosed with diabetes. Using 2-hour postprandial values (2HPP), 59.6% had normal plasma glucose, 28.8 % had impaired glucose tolerance (IGT), and 11.6 % were diagnosed with diabetes. Overall, the prevalence of dysglycaemia (i.e., impaired fasting and diabetes) was 8.9% (95% CI: 5.21-14.82%) with FPG test and 40.4% (95% CI: 32.68-48.65%) with 2HPP test. The analysis revealed that 2HPP was associated with high mean age compared to FPG (36.67 ± 13.97 versus 41.69 ± 13.97, p-value = 0.033). In addition, marital status was significantly associated with FPG status of patients (p = 0.028). Conclusion. The prevalence of dysglycaemia was high among smear positive TB patients in Ghana. Higher mean age and marital status were associated with abnormal glucose tolerance and fasting plasma glucose, respectively. Clinical management of patients with tuberculosis should include screening for diabetes.
Collapse
Affiliation(s)
- Ernest Yorke
- Department of Medicine & Therapeutics, School of Medicine & Dentistry, College of Health Sciences, University of Ghana, Ghana
| | - Vincent Boima
- Department of Medicine & Therapeutics, School of Medicine & Dentistry, College of Health Sciences, University of Ghana, Ghana
| | - Ida Dzifa Dey
- Department of Medicine & Therapeutics, School of Medicine & Dentistry, College of Health Sciences, University of Ghana, Ghana
| | - Yacoba Atiase
- Department of Medicine & Therapeutics, School of Medicine & Dentistry, College of Health Sciences, University of Ghana, Ghana
| | - Josephine Akpalu
- Department of Medicine & Therapeutics, School of Medicine & Dentistry, College of Health Sciences, University of Ghana, Ghana
| | - Alfred Edwin Yawson
- Department of Community Health, School of Public Health, University of Ghana, Ghana
| | - Vincent Ganu
- Department of Medicine, Korle-Bu Teaching Hospital, Accra, Ghana
| | - Audrey Forson
- Department of Medicine & Therapeutics, School of Medicine & Dentistry, College of Health Sciences, University of Ghana, Ghana
| | - C. Charles Mate-Kole
- Department of Psychiatry, School of Medicine & Dentistry, College of Health Sciences, Korle-Bu, Ghana
- Centre for Ageing Studies, College of Humanities, University of Ghana, Ghana
- Department of Psychology, College of Humanities, University of Ghana, Ghana
| |
Collapse
|
55
|
Haghighatpanah M, Nejad ASM, Haghighatpanah M, Thunga G, Mallayasamy S. Factors that Correlate with Poor Glycemic Control in Type 2 Diabetes Mellitus Patients with Complications. Osong Public Health Res Perspect 2018; 9:167-174. [PMID: 30159222 PMCID: PMC6110332 DOI: 10.24171/j.phrp.2018.9.4.05] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Objectives Inadequate glycemic control amongst patients with Type 2 diabetes mellitus (T2DM) indicates a major public health problem and a significant risk factor for the progression and complications caused by diabetes. Glycemic control is the main therapeutic objective for the prevention of organ damage and other complications arising from diabetes. Methods This was a retrospective observational study of T2DM patients with complications, who were aged 40 years and older. The study was conducted retrospectively on medical records (in-patient and out-patient) obtained from a South Indian teaching hospital, Manipal, India. The patients included in the study had fasting blood sugar, postprandial blood sugar and HbA1c measured at least twice during follow-ups the previous year. Patients' HbA1c levels were categorized into good control ≤7% (≤53mmol/mol), and poor control >7% (>53mmol/mol), and patients' characteristics were analyzed. Results A total of 657 patients were included in the study. The mean age was 59.67 (SD = 9.617) years, with 152 (23.1%) females and 505 (76.9%) males, and 514 (78.2%) patients had poor glycemic control. Most of the patients were on insulin mono-therapy [n = 271 (42.1%)], about a third of the patients were on combination therapy that included an oral hypoglycemic agent and insulin [n = 236 (36.6%)]. Patients with a history of more than 10 years of diabetes [n = 293 (44.6%)], had a family history of diabetes [n = 256 (39%)] and obesity [n = 95 (14.5%)], all had poor glycemic control. Conclusion This present study indicated a significant association of gender (female), age, high-density lipoprotein level, duration of diabetes and type of medication, with poor glycemic control in T2DM patients that had secondary medical complications.
Collapse
Affiliation(s)
- Mohammad Haghighatpanah
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal University, Manipal, India
| | - Amir Sasan Mozaffari Nejad
- Nutrition Health Research Center, Student Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | | | - Girish Thunga
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal University, Manipal, India
| | - Surulivelrajan Mallayasamy
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal University, Manipal, India
| |
Collapse
|
56
|
Musculoskeletal Disorders in Patients with Diabetes Mellitus: A Cross-Sectional Study. Int J Rheumatol 2018; 2018:3839872. [PMID: 30018643 PMCID: PMC6029479 DOI: 10.1155/2018/3839872] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 04/11/2018] [Accepted: 05/17/2018] [Indexed: 12/12/2022] Open
Abstract
Introduction A variety of musculoskeletal disorders (MS) have been associated with diabetes mellitus (DM). This study aimed at assessing the prevalence and associated factors of MS disorders in Moroccan diabetic patients. Methods A cross-sectional study enrolled consecutive patients with DM. We recorded demographic features of patients and characteristics of DM. MS disorders and vascular complications were assessed by clinical examinations and investigations. Associated factors of MS disorders were assessed by univariate and multivariate analyses. Result 376 subjects were included; 84.6% had type 2 DM. The participants' median age was 54 years [45-62]; 41% had one or more vascular complications. 34.4% had one or more MS disorders. Osteoarthritis was present in 19.4% of patients. Hand disorders were seen in 14.4%. Shoulder capsulitis was present in 12.5%. Long duration of diabetes and dyslipidemia were associated with increased prevalence of hand abnormalities (P = 0.017; P = 0.019, respectively). Age and dyslipidemia were associated with shoulder capsulitis (P = 0.019; P = 0.047, respectively). Female gender, overweight, and nephropathy were associated with increased odds of osteoarthritis (P = 0.009, P = 0.004, and P = 0.032, respectively). Conclusion MS disorders are frequent in this population and associated with various factors. HbA1c level does not appear to be associated with development of MS disorders.
Collapse
|
57
|
Kaur J, Jiang C, Liu G. Different strategies for detection of HbA1c emphasizing on biosensors and point-of-care analyzers. Biosens Bioelectron 2018; 123:85-100. [PMID: 29903690 DOI: 10.1016/j.bios.2018.06.018] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 05/23/2018] [Accepted: 06/06/2018] [Indexed: 12/21/2022]
Abstract
Measurement of glycosylated hemoglobin (HbA1c) is a gold standard procedure for assessing long term glycemic control in individuals with diabetes mellitus as it gives the stable and reliable value of blood glucose levels for a period of 90-120 days. HbA1c is formed by the non-enzymatic glycation of terminal valine of hemoglobin. The analysis of HbA1c tends to be complicated because there are more than 300 different assay methods for measuring HbA1c which leads to variations in reported values from same samples. Therefore, standardization of detection methods is recommended. The review outlines the current research activities on developing assays including biosensors for the detection of HbA1c. The pros and cons of different techniques for measuring HbA1c are outlined. The performance of current point-of-care HbA1c analyzers available on the market are also compared and discussed. The future perspectives for HbA1c detection and diabetes management are proposed.
Collapse
Affiliation(s)
- Jagjit Kaur
- Graduate School of Biomedical Engineering, ARC Centre of Excellence in Nanoscale Biophotonics (CNBP), Faculty of Engineering, The University of New South Wales, Sydney 2052, Australia; Australian Centre for NanoMedicine, The University of New South Wales, Sydney 2052, Australia
| | - Cheng Jiang
- Nuffield Department of Clinical Neurosciences, Department of Chemistry, University of Oxford, Oxford OX1 2JD, United Kingdom
| | - Guozhen Liu
- Graduate School of Biomedical Engineering, ARC Centre of Excellence in Nanoscale Biophotonics (CNBP), Faculty of Engineering, The University of New South Wales, Sydney 2052, Australia; Australian Centre for NanoMedicine, The University of New South Wales, Sydney 2052, Australia; International Joint Research Center for Intelligent Biosensor Technology and Health, Central China Normal University, Wuhan 430079, PR China.
| |
Collapse
|
58
|
Carretero Gómez J, Miramontes González JP, Varela Aguilar JM, Ena J, Arévalo Lorido JC. Use of degludec insulin in chronic complex patients. Eur J Intern Med 2018; 52:e27-e29. [PMID: 29576381 DOI: 10.1016/j.ejim.2018.03.011] [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] [Received: 03/12/2018] [Revised: 03/18/2018] [Accepted: 03/19/2018] [Indexed: 11/15/2022]
Affiliation(s)
- J Carretero Gómez
- Dpt. Internal Medicine, Hospital Comarcal de Zafra, Zafra, Badajoz, Spain.
| | - J P Miramontes González
- Dpt. Internal Medicine, Hospital Clínico Universitario de Salamanca, Instituto de investigación biomédica de Salamanca, IBSAL, Salamanca, Spain
| | - J M Varela Aguilar
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Hospital Virgen del Rocío, Sevilla, Spain
| | - J Ena
- Dpt. Internal Medicine, Hospital Marina Baixa, La Vila Joiosa, Alicante, Spain
| | - J C Arévalo Lorido
- Dpt. Internal Medicine, Hospital Comarcal de Zafra, Zafra, Badajoz, Spain
| |
Collapse
|
59
|
Rawlings AM, Sharrett AR, Golden SH, Windham BG, Selvin E. Prevalence and correlates of depressive symptoms in older adults across the glycaemic spectrum: the Atherosclerosis Risk in Communities (ARIC) study. Diabet Med 2018; 35:583-587. [PMID: 29384594 PMCID: PMC5902432 DOI: 10.1111/dme.13593] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/25/2018] [Indexed: 01/26/2023]
Abstract
AIMS To document the prevalence of current depressive symptoms and history of depression across the glycaemic spectrum in older adults, and examine if measures of health status and healthcare satisfaction, access and utilization explain differences in the prevalence of current depressive symptoms by diabetes status. METHODS We conducted a cross-sectional study of 6226 participants aged 67-90 years who attended the 2011-2013 visit of the Atherosclerosis Risk in Communities (ARIC) study. Diabetes was based on self-report, medication use and HbA1c . Current depressive symptoms were defined using the Center for Epidemiologic Studies Depression 11-item questionnaire, and history of depression was assessed via self-report. We examined obesity, history of cardiovascular disease, hypertension, kidney disease, cognitive function, and self-reported health compared with others. Prevalence and prevalence ratios were estimated using age-, race-, and sex-adjusted Poisson regression. RESULTS The prevalence of current depressive symptoms was 5.4% in people without diabetes and 11.0% in people with diabetes (prevalence ratio 2.04, 95% CI 1.60, 2.48); the prevalence of history of depression was 11% in people without diabetes and 17.7% in people with diabetes (prevalence ratio 1.61, 95% CI 1.28,1.95). Strong correlates of current depressive symptoms were history of depression (prevalence ratio 3.86, 95% CI 3.05, 4.90) and reporting poor health compared with others (prevalence ratio 3.88, 95% CI 2.93, 5.15). No variables had significantly different associations with depressive symptoms across glycaemic categories (P for interaction >0.10). CONCLUSIONS In older adults, current depressive symptoms were twice as prevalent in people with diabetes compared with those without. Measures of health status and healthcare did not explain differences in depressive symptoms between people with and without diabetes.
Collapse
Affiliation(s)
- A M Rawlings
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- School of Biological and Population Health Sciences, Oregon State University, Corvallis, OR
| | - A R Sharrett
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - S H Golden
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Department of Medicine, Johns Hopkins University, Baltimore, MD
| | - B G Windham
- Department of Medicine, Division of Geriatrics, University of Mississippi Medical Center, Jackson, MI, USA
| | - E Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| |
Collapse
|
60
|
Ye M, Robson PJ, Eurich DT, Vena JE, Xu JY, Johnson JA. Systemic use of antibiotics and risk of diabetes in adults: A nested case-control study of Alberta's Tomorrow Project. Diabetes Obes Metab 2018; 20:849-857. [PMID: 29152889 DOI: 10.1111/dom.13163] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 10/26/2017] [Accepted: 11/14/2017] [Indexed: 01/08/2023]
Abstract
AIMS Previous observational studies using administrative health records have suggested an increased risk of diabetes with use of antibiotics. However, unmeasured confounding factors may explain these results. This study characterized the association between systemic use of antibiotics and risk of diabetes in a cohort of adults in Canada, accounting for both clinical and self-reported disease risk factors. MATERIALS AND METHODS In this nested case-control study, we used data from Alberta's Tomorrow Project (ATP), a longitudinal cohort study in Canada, and the linked administrative health records (2000-2015). Incident cases of diabetes were matched with up to 8 age and sex-matched controls per case. Conditional logistic regression was used to examine the association between antibiotic exposures and incident diabetes after sequentially adjusting for important clinical and lifestyle factors. RESULTS This study included 1676 cases of diabetes and 13 401 controls. Although 17.9% of cases received more than 5 courses of antibiotics, compared to 13.8% of controls (P < .0001), the association between antibiotic use and risk of diabetes was progressively reduced as important clinical and lifestyle factors were accounted for. In fully adjusted models, compared to participants with 0 to 1 courses of antibiotics, participants receiving more antibiotics had no increased risk of diabetes [Odds Ratio, 0.97 (0.83-1.13) for 2 to 4 courses and 0.98 (0.82-1.18) for ≥5 courses]. CONCLUSIONS After adjustment for clinical and difficult-to-capture lifestyle data, we found no association between systemic use of antibiotics and risk of diabetes. Our results suggest that those positive associations observed in previous studies using only administrative records might have been confounded.
Collapse
Affiliation(s)
- Ming Ye
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Paula J Robson
- Alberta's Tomorrow Project, CancerControl Alberta, Alberta Health Services, Edmonton, Alberta, Canada
- Department of Agricultural, Food and Nutritional Science, Faculty of Agricultural, Life & Environmental Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Dean T Eurich
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Jennifer E Vena
- Alberta's Tomorrow Project, CancerControl Alberta, Alberta Health Services, Edmonton, Alberta, Canada
| | - Jian-Yi Xu
- Alberta's Tomorrow Project, CancerControl Alberta, Alberta Health Services, Edmonton, Alberta, Canada
| | - Jeffrey A Johnson
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| |
Collapse
|
61
|
Grosicki GJ, Fielding RA, Lustgarten MS. Gut Microbiota Contribute to Age-Related Changes in Skeletal Muscle Size, Composition, and Function: Biological Basis for a Gut-Muscle Axis. Calcif Tissue Int 2018; 102:433-442. [PMID: 29058056 PMCID: PMC5858871 DOI: 10.1007/s00223-017-0345-5] [Citation(s) in RCA: 213] [Impact Index Per Article: 35.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 10/13/2017] [Indexed: 12/12/2022]
Abstract
Skeletal muscle is a highly plastic tissue that plays a central role in human health and disease. Aging is associated with a decrease in muscle mass and function (sarcopenia) that is associated with a loss of independence and reduced quality of life. Gut microbiota, the bacteria, archaea, viruses, and eukaryotic microbes residing in the gastrointestinal tract are emerging as a potential contributor to age-associated muscle decline. Specifically, advancing age is characterized by a dysbiosis of gut microbiota that is associated with increased intestinal permeability, facilitating the passage of endotoxin and other microbial products (e.g., indoxyl sulfate) into the circulation. Upon entering the circulation, LPS and other microbial factors promote inflammatory signaling and skeletal muscle changes that are hallmarks of the aging muscle phenotype. This review will summarize existing literature suggesting cross-talk between gut microbiota and skeletal muscle health, with emphasis on the significance of this axis for mediating changes in aging skeletal muscle size, composition, and function.
Collapse
Affiliation(s)
- Gregory J Grosicki
- Nutrition, Exercise Physiology, and Sarcopenia Laboratory, Jean Mayer USDA Human Nutrition Research Center on Aging, Tufts University, Boston, MA, USA
| | - Roger A Fielding
- Nutrition, Exercise Physiology, and Sarcopenia Laboratory, Jean Mayer USDA Human Nutrition Research Center on Aging, Tufts University, Boston, MA, USA
| | - Michael S Lustgarten
- Nutrition, Exercise Physiology, and Sarcopenia Laboratory, Jean Mayer USDA Human Nutrition Research Center on Aging, Tufts University, Boston, MA, USA.
| |
Collapse
|
62
|
Tasci I, Safer U, Naharci I, Sonmez A. Mismatch between ADA and AGS recommendations for glycated hemoglobin targets for older adults. Prim Care Diabetes 2018; 12:192-194. [PMID: 29396204 DOI: 10.1016/j.pcd.2018.01.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2017] [Revised: 12/14/2017] [Accepted: 01/01/2018] [Indexed: 11/17/2022]
Abstract
In recent years, modified glycemic targets have been defined for older adults with diabetes mellitus. In a sample of elderly patients, we have identified several inconsistencies between the real life applicability of glycated hemoglobin goals recommended by the American Diabetes Association and the American Geriatrics Society.
Collapse
Affiliation(s)
- Ilker Tasci
- University of Health Sciences, Gulhane Medical School, Department of Internal Medicine, Ankara, Turkey; Gulhane Teaching and Research Hospital, Internal Medicine Clinic, Ankara, Turkey.
| | - Umut Safer
- Sultan Abulhamid Han Teaching and Research Hospital, Internal Medicine Clinic, Istanbul, Turkey
| | - Ilkin Naharci
- University of Health Sciences, Gulhane Medical School, Department of Internal Medicine, Ankara, Turkey; Gulhane Teaching and Research Hospital, Internal Medicine Clinic, Ankara, Turkey
| | - Alper Sonmez
- University of Health Sciences, Gulhane Medical School, Department of Internal Medicine, Ankara, Turkey; Gulhane Teaching and Research Hospital, Internal Medicine Clinic, Ankara, Turkey
| |
Collapse
|
63
|
Dugas M, Crowley K, Gao GG, Xu T, Agarwal R, Kruglanski AW, Steinle N. Individual differences in regulatory mode moderate the effectiveness of a pilot mHealth trial for diabetes management among older veterans. PLoS One 2018. [PMID: 29513683 PMCID: PMC5841664 DOI: 10.1371/journal.pone.0192807] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
mHealth tools to help people manage chronic illnesses have surged in popularity, but evidence of their effectiveness remains mixed. The aim of this study was to address a gap in the mHealth and health psychology literatures by investigating how individual differences in psychological traits are associated with mHealth effectiveness. Drawing from regulatory mode theory, we tested the role of locomotion and assessment in explaining why mHealth tools are effective for some but not everyone. A 13-week pilot study investigated the effectiveness of an mHealth app in improving health behaviors among older veterans (n = 27) with poorly controlled Type 2 diabetes. We developed a gamified mHealth tool (DiaSocial) aimed at encouraging tracking of glucose control, exercise, nutrition, and medication adherence. Important individual differences in longitudinal trends of adherence, operationalized as points earned for healthy behavior, over the course of the 13-week study period were found. Specifically, low locomotion was associated with unchanging levels of adherence during the course of the study. In contrast, high locomotion was associated with generally stronger adherence although it exhibited a quadratic longitudinal trend. In addition, high assessment was associated with a marginal, positive trend in adherence over time while low assessment was associated with a marginal, negative trend. Next, we examined the relationship between greater adherence and improved clinical outcomes, finding that greater adherence was associated with greater reductions in glycated hemoglobin (HbA1c) levels. Findings from the pilot study suggest that mHealth technologies can help older adults improve their diabetes management, but a “one size fits all” approach may yield suboptimal outcomes.
Collapse
Affiliation(s)
- Michelle Dugas
- Department of Psychology, University of Maryland, College Park, Maryland, United States of America
- Center for Health Information & Decision Systems, Robert H Smith School of Business, University of Maryland, College Park, Maryland, United States of America
- * E-mail:
| | - Kenyon Crowley
- Center for Health Information & Decision Systems, Robert H Smith School of Business, University of Maryland, College Park, Maryland, United States of America
- College of Information Studies, University of Maryland, College Park, Maryland, United States of America
| | - Guodong Gordon Gao
- Center for Health Information & Decision Systems, Robert H Smith School of Business, University of Maryland, College Park, Maryland, United States of America
- Decision, Operations, & Information Technologies, Robert H Smith School of Business, University of Maryland, College Park, Maryland, United States of America
| | - Timothy Xu
- Department of Biology, Emory University, Atlanta, Georgia, United States of America
| | - Ritu Agarwal
- Center for Health Information & Decision Systems, Robert H Smith School of Business, University of Maryland, College Park, Maryland, United States of America
- Decision, Operations, & Information Technologies, Robert H Smith School of Business, University of Maryland, College Park, Maryland, United States of America
| | - Arie W. Kruglanski
- Department of Psychology, University of Maryland, College Park, Maryland, United States of America
| | - Nanette Steinle
- Maryland Veterans Administration Health Care Center, Baltimore, Maryland, United States of America
- University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| |
Collapse
|
64
|
Bauduceau B, Le Floch JP, Halimi S, Verny C, Doucet J. Cardiovascular Complications Over 5 Years and Their Association With Survival in the GERODIAB Cohort of Elderly French Patients With Type 2 Diabetes. Diabetes Care 2018; 41:156-162. [PMID: 29113984 DOI: 10.2337/dc17-1437] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 10/04/2017] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The GERODIAB study is a multicenter prospective observational study performed over 5 years in French patients aged 70 years or above with type 2 diabetes. This report deals with their cardiovascular complications and their relationship with survival. RESEARCH DESIGN AND METHODS Consecutive patients (n = 987, median age = 77 years) were included from 56 diabetes centers over 1 year. Individual characteristics, history and complications of diabetes, geriatric factors, and clinical and biological parameters were recorded. Survival was analyzed using the Kaplan-Meier method and proportional hazards regression models. RESULTS The frequency of cardiovascular complications increased from 47% at inclusion to 67% at 5 years. The most frequent complications were coronary heart disease (increasing from 30% to 41%) and vascular disease of the lower limbs (25% to 35%) and of the cerebral vessels (15% to 26%). Heart failure was less common, but its frequency doubled during the follow-up (9% to 20%). It was strongly associated with poor survival (P < 0.0001), as was vascular disease of the lower limbs (P = 0.0004), whereas coronary heart disease (P = 0.0056) and vascular disease of cerebral vessels (P = 0.026) had mild associations. Amputation (P < 0.0001) and foot wounds (P < 0.0001) were strongly associated with survival. In multivariate models, heart failure was the strongest predictor of poor survival (hazard ratio [HR] 1.96 [95% CI 1.45-2.64]; P < 0.0001). It remained significant when other factors were considered simultaneously (HR 1.92 [95% CI 1.43-2.58]; P < 0.0001). CONCLUSIONS Cardiovascular complications are associated with poor survival in elderly patients with type 2 diabetes, especially heart failure.
Collapse
Affiliation(s)
| | | | - Serge Halimi
- Diabetology, Endocrinology, Grenoble Alpes University, Grenoble, France
| | - Christiane Verny
- Gerontology, Bicêtre University Hospital, Le Kremlin-Bicêtre, France
| | - Jean Doucet
- Internal Medicine, Geriatrics and Therapeutics, Saint Julien Hospital, Rouen University Hospital, Rouen, France
| | | |
Collapse
|
65
|
Al-Mountashiri NA, Al-Zhrani AM, Ibrahim SFH, Mirghani HO. Dietary habits, physical activity and diabetes perception among patients with type 2 diabetes mellitus in Tabuk City, Saudi Arabia. Electron Physician 2017; 9:5179-5184. [PMID: 29038694 PMCID: PMC5633210 DOI: 10.19082/5179] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2017] [Accepted: 07/28/2017] [Indexed: 12/28/2022] Open
Abstract
Background Medical nutritional therapy is an important aspect of diabetes care, there is an increasing awareness of breakfast skipping, late dinner and meal contents on diabetes control. Aim To assess dietary habits, physical activity and diabetes perception among patients with type 2 diabetes. Methods This case-control study was conducted among patients with diabetes mellitus at the diabetes center in Tabuk City, Saudi Arabia during the period from March through June 2017. One hundred patients with type 2 diabetes and 150 control subjects were interviewed to collect demographic data regarding, breakfast skipping, late dinner intake, and fruit, vegetables, sweet food, and fast food consumption. Diabetic patients’ perception of their disease was also assessed. (If diabetes is serious, it can be prevented and reversible). Data were analyzed by SPSS version 20 using Chi-square and independent-samples t-test. Results In the present study, body mass index (BMI) (p<0.001), fast food consumption (p<0.001), fruit consumption (p=0.004), and breakfast skipping (p<0.001) were higher among patients with diabetes compared to controls. No differences were found regarding the level of exercise, smoking, late dinner intake and diabetes perception. A significant statistical difference was observed between poor and accepted control regarding sweet food intake (p=0.046) and exercise (p=0.017). Conclusion Patients with type 2 diabetes had higher BMI, and were more likely to skip breakfast, consume less fast food and more fruits than control subjects. More physical activity and less sweet food consumption was observed among patients with accepted glycemic control.
Collapse
Affiliation(s)
| | | | | | - Hyder Othman Mirghani
- MD, Professor of Medical Microbiology & Immunology, Faculty of Medicine, University of Tabuk, Saudi Arabia
| |
Collapse
|
66
|
Casagrande S, Cowie CC, Fradkin JE. Intensive glycemic control in younger and older U.S. adults with type 2 diabetes. J Diabetes Complications 2017; 31:1299-1304. [PMID: 28571934 PMCID: PMC5526075 DOI: 10.1016/j.jdiacomp.2017.05.006] [Citation(s) in RCA: 7] [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: 02/28/2017] [Revised: 05/11/2017] [Accepted: 05/14/2017] [Indexed: 01/24/2023]
Abstract
AIMS To determine the extent to which older vs. younger adults with diabetes intensively control glycemia. METHODS Participants were age≥40years who self-reported a physician diagnosis of diabetes in the 2009-2014 National Health and Nutrition Examination Surveys (N=1554). Intensive glycemic control was defined as A1c<7.0% and taking insulin, sulfonylureas, or ≥2 glycemic medications. Logistic regression was used to determine the adjusted odds of intensive control in older (≥65years) vs. younger adults (age 40-64years). RESULTS The prevalence of intensive control was greater for older (33.4%) vs. younger (21.3%) adults (p<0.001). In logistic regression, intensive control was significantly higher in older vs. younger adults after fully adjusting for sociodemographics, diabetes duration, comorbidities, disability, use of multiple medications, and depression (OR=1.72, 1.09-2.69). The multivariable adjusted prevalence of intensive control was 40% higher in adults ≥75years (35.6%) compared to adults 40-49years (21.7%). CONCLUSIONS Older adults are being treated more aggressively than younger adults to achieve A1c<7.0% despite the presence of comorbidities, duration of diabetes, disability, and depression. Glycemic guidelines for individualized therapy are not being widely followed.
Collapse
Affiliation(s)
- Sarah Casagrande
- Social & Scientific Systems, Inc., 8757 Georgia Ave., Silver Spring, MD, USA, 20910.
| | - Catherine C Cowie
- National Institute of Diabetes and Digestive and Kidney Diseases, 6707 Democracy Blvd, Bethesda, MD, USA 20892.
| | - Judith E Fradkin
- National Institute of Diabetes and Digestive and Kidney Diseases, 6707 Democracy Blvd, Bethesda, MD, USA 20892.
| |
Collapse
|
67
|
Outcomes of preexisting diabetes mellitus in breast, colorectal, and prostate cancer. J Cancer Surviv 2017; 11:604-613. [PMID: 28735467 PMCID: PMC5602069 DOI: 10.1007/s11764-017-0631-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 07/11/2017] [Indexed: 12/31/2022]
Abstract
Purpose Preexisting diabetes is associated with increased morbidity and mortality in cancer. We examined the impact of incident cancer on the long-term outcomes of diabetes. Methods Using the United Kingdom Clinical Practice Research Datalink, we identified three cohorts of diabetes patients subsequently diagnosed with breast, colorectal, or prostate cancer, each matched to diabetic noncancer controls. Patients were required to have survived at least 1 year after cancer diagnosis (cases) or a matched index date (controls), and were followed up to 10 years for incident microvascular and macrovascular complications and mortality. Multivariate competing risks regression analyses were used to compare outcomes between cancer patients and controls. Results Overall, there were 3382 cancer patients and 11,135 controls with 59,431 person-years of follow-up. In adjusted analyses, there were no statistically significant (p ≤ 0.05) differences in diabetes complication rates between cancer patients and their controls in any of the three cancer cohorts. Combined, cancer patients were less likely (adjusted hazard ratio [HR] 0.88; 95% CI = 0.79–0.98) to develop retinopathy. Cancer patients were more likely to die of any cause (including cancer), but prostate cancer patients were less likely to die of causes associated with diabetes (HR 0.61; 95% CI = 0.43–0.88). Conclusions and implications There is no evidence that incident cancer had an adverse impact on the long-term outcomes of preexisting diabetes. Implications for Cancer Survivors These findings are important for cancer survivors with preexisting diabetes because they suggest that substantial improvements in the relative survival of several of the most common types of cancer are not undermined by excess diabetes morbidity and mortality.
Collapse
|
68
|
Sambamoorthi U, Garg R, Deb A, Fan T, Boss A. Persistence with rapid-acting insulin and its association with A1C level and severe hypoglycemia among elderly patients with type 2 diabetes. Curr Med Res Opin 2017; 33:1309-1316. [PMID: 28393573 PMCID: PMC5520976 DOI: 10.1080/03007995.2017.1318121] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 03/22/2017] [Accepted: 04/05/2017] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To examine the persistence with rapid-acting insulin (RAI) and its association with clinical outcomes among elderly patients with type 2 diabetes (T2D). METHODS This observational, retrospective cohort study analyzed RAI persistence and its association with change in glycated hemoglobin A1c and risk of severe hypoglycemia among elderly (≥65 years) Medicare beneficiaries with T2D who added RAI to their basal insulin regimen. RESULTS Among T2D patients with >1 RAI prescriptions (n = 3927), only 21% were persistent. Baseline factors positively associated with RAI persistence (adjusted odds ratio [95% CI]) were: age ≥75 vs. 65-74 years: 1.20 (1.01-1.43); use of ≥3 oral antidiabetes drugs: 1.63 (1.16-2.28); cognitive impairment: 1.34 (1.03-1.73); and A1C >9.0%: 1.58 (1.15-2.17). Elderly T2D patients having emergency department visits (0.73 [0.59-0.91]) and higher RAI out-of-pocket costs (≥$75 vs. $0 - <$6.40: 0.56 [0.44-0.70]) were less likely to be persistent. Persistent RAI users had a significantly higher reduction in A1C (beta coefficient [standard error]): -0.24 (0.10) and lower odds of severe hypoglycemia (adjusted odds ratio [95% CI]): 0.73 (0.53-0.99). CONCLUSION Among elderly T2D patients, persistence with RAI added to basal insulin was associated with improved glycemic control and lower risk of severe hypoglycemia. Despite treatment effectiveness, RAI persistence was poor and might be improved by reducing RAI out-of-pocket costs.
Collapse
Affiliation(s)
- Usha Sambamoorthi
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Rahul Garg
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Arijita Deb
- Department of Pharmaceutical Systems and Policy, School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Tao Fan
- Sanofi US, Inc., Bridgewater, NJ, USA
| | | |
Collapse
|
69
|
Abstract
The burden of depression in the United States is substantial. Evidence supports the benefits of screening for depression in all adults, including older patients and pregnant and postpartum women, when coupled with appropriate resources for management of disease. Developing, implementing, and sustaining a high-fidelity screening process is an important first step for improving the care of patients with depression in primary care. Initial treatment for depression should include psychotherapy, pharmacotherapy, or a combination of both. Collaborative care models are evidence-based approaches to depression treatment and follow-up that can be feasibly initiated in the primary care setting.
Collapse
Affiliation(s)
- Sarah Smithson
- Department of Medicine, University of North Carolina-Chapel Hill, 102 Mason Farm Road #3100, Chapel Hill, NC 27514, USA.
| | - Michael P Pignone
- Department of Medicine, Dell Medical School, University of Texas-Austin, 1912 Speedway Mail Code: D2000, Austin, TX 78712, USA
| |
Collapse
|
70
|
Tam ZY, Ng SP, Tan LQ, Lin CH, Rothenbacher D, Klenk J, Boehm BO. Metabolite profiling in identifying metabolic biomarkers in older people with late-onset type 2 diabetes mellitus. Sci Rep 2017; 7:4392. [PMID: 28663594 PMCID: PMC5491522 DOI: 10.1038/s41598-017-01735-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Accepted: 03/30/2017] [Indexed: 12/31/2022] Open
Abstract
Regulation of blood glucose requires precise coordination between different endocrine systems and multiple organs. Type 2 diabetes mellitus (T2D) arises from a dysregulated response to elevated glucose levels in the circulation. Globally, the prevalence of T2D has increased dramatically in all age groups. T2D in older adults is associated with higher mortality and reduced functional status, leading to higher rate of institutionalization. Despite the potential healthcare challenges associated with the presence of T2D in the elderly, the pathogenesis and phenotype of late-onset T2D is not well studied. Here we applied untargeted metabolite profiling of urine samples from people with and without late-onset T2D using ultra-performance liquid-chromatography mass-spectrometry (UPLC-MS) to identify urinary biomarkers for late-onset T2D in the elderly. Statistical modeling of measurements and thorough validation of structural assignment using liquid chromatography tandem mass-spectrometry (LC-MS/MS) have led to the identification of metabolite biomarkers associated with late-onset T2D. Lower levels of phenylalanine, acetylhistidine, and cyclic adenosine monophosphate (cAMP) were found in urine samples of T2D subjects validated with commercial standards. Elevated levels of 5′-methylthioadenosine (MTA), which previously has only been implicated in animal model of diabetes, was found in urine of older people with T2D.
Collapse
Affiliation(s)
- Zhi Yang Tam
- Singapore Phenome Center, Experimental Medicine Building, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore
| | - Sean Pin Ng
- Singapore Phenome Center, Experimental Medicine Building, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore
| | - Ling Qiao Tan
- Singapore Phenome Center, Experimental Medicine Building, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore
| | - Chih-Hsien Lin
- Singapore Phenome Center, Experimental Medicine Building, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore
| | - Dietrich Rothenbacher
- Institute of Epidemiology and Medical Biometry, Ulm University, Helmholtzstrasse 22, 89081, Ulm, Germany
| | - Jochen Klenk
- Institute of Epidemiology and Medical Biometry, Ulm University, Helmholtzstrasse 22, 89081, Ulm, Germany.,Department of Clinical Gerontology, Robert-Bosch-Hospital, Auerbachstrasse 110, 70376, Stuttgart, Germany
| | - Bernhard Otto Boehm
- Singapore Phenome Center, Experimental Medicine Building, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore. .,Lee Kong Chian School of Medicine, Nanyang Technological University, 59 Nanyang Drive, Singapore, 636921, Singapore. .,Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Imperial College London, London, UK. .,Department of Internal Medicine I, Ulm University Medical Centre, Ulm University, Albert-Einstein-Allee 23, 89081, Ulm, Germany.
| | | | | |
Collapse
|
71
|
Kaur J, Malik M, Sharma P, Sangwan S, Kulandaivelan S. Prevalence and Fitness of Diabetics in Hisar, Haryana, India. ROMANIAN JOURNAL OF DIABETES NUTRITION AND METABOLIC DISEASES 2017. [DOI: 10.1515/rjdnmd-2017-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Background and Aims: Diabetes mellitus is a metabolic disorder which is increasing in older adults. The increasing proportion of elderly persons is contributing to an increase in the prevalence of diabetes. The aim of this study is to analyse the prevalence of Diabetes among active young and middle age subjects and active old age subjects in Hisar district, India. Material and Methods: A total of 400 subjects were screened from Hisar district, India who were physically active then they were allocated groups based on age group A (ranging between 25-50 years) and group B (ranging between 51-75years). A Glucometer device was used to check sugar level and 6 Minute Walk Test (MWT) was used to check fitness level because a higher value obtained in 6MWT is associated with an improved fitness level. Result and conclusion: Among the 400 participants studied, 43.5% participants were pre diabetics 32.5% were diabetic and 24% were non diabetic. Therefore, this study found that almost three fourth of the total population in all age spectrums had abnormal glucose metabolism in the form of either diabetes or Pre Diabetes. The prevalence of Diabetes was more in the older patient group. The differences between the two groups for 6MWT was found to be significant.
Collapse
Affiliation(s)
- Jaspreet Kaur
- Department of Physiotherapy, Guru Jambheshwar University of Science & Technology, Hisar HARYANA , India
| | - Manoj Malik
- Department of Physiotherapy, Guru Jambheshwar University of Science & Technology, Hisar HARYANA , India
| | - Parul Sharma
- Department of Physiotherapy, Guru Jambheshwar University of Science & Technology, Hisar HARYANA , India
| | - Sumedha Sangwan
- Department of Physiotherapy, Guru Jambheshwar University of Science & Technology, Hisar HARYANA , India
| | - S. Kulandaivelan
- Department of Physiotherapy, Guru Jambheshwar University of Science & Technology, Hisar HARYANA , India
| |
Collapse
|
72
|
Panduru NM, Nistor I, Groop PH, Van Biesen W, Farrington K, Covic A. Considerations on glycaemic control in older and/or frail individuals with diabetes and advanced kidney disease. Nephrol Dial Transplant 2017; 32:591-597. [PMID: 28340246 DOI: 10.1093/ndt/gfx021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 01/24/2017] [Indexed: 12/15/2022] Open
Abstract
The increasing prevalence of chronic kidney disease (CKD) and diabetes over the last decade has resulted in increasing numbers of frail older patients with a combination of these conditions. Current treatment guidelines may not necessarily be relevant for such patients, who are mostly excluded from the trials upon which these recommendations are based. There is a paucity of data upon which to base the management of older patients with CKD. Nearly all current guidelines recommend less-tight glycaemic control for the older population, citing the lack of proven medium-term benefits and concerns about the high short-term risk of hypoglycaemia. However, reports from large landmark trials have shown potential benefits for both microvascular and macrovascular complications, though the relevance of these findings to this specific population is uncertain. The trials have also highlighted potential alternative explanations for the hazards of intensive glycaemic control. These include depression, low endogenous insulin reserve, low body mass index and side effects of the medication. Over the last few years, newer classes of hypoglycaemic drugs with a lower risk of hypoglycaemia have emerged. This article aims to present a balanced view of advantages and disadvantages of intense glycaemic control in this group of patients, which we hope will help the clinician and patient to come to an individualized management approach.
Collapse
Affiliation(s)
- Nicolae Mircea Panduru
- 2nd Clinical Department, Diabetes, Nutrition and Metabolic Diseases Chair, "Carol Davila" University of Medicine and Pharmacy, Bucharest, Romania.,Folkhälsan Institute of Genetics, Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland.,Research Program Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland
| | - Ionut Nistor
- ERBP, Ghent University Hospital, Ghent, Belgium.,Nephrology Department, Gr. T. Popa University of Medicine and Pharmacy, Iasi, Romania
| | - Per-Henrik Groop
- Folkhälsan Institute of Genetics, Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland.,Research Program Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland.,Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Baker IDI Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | | | - Ken Farrington
- Renal Unit, Lister Hospital, Stevenage, UK.,Centre for Clinical and Health Services Research, University of Herts, Hatfield, UK
| | - Adrian Covic
- Nephrology Department, Gr. T. Popa University of Medicine and Pharmacy, Iasi, Romania
| |
Collapse
|
73
|
O'Hanlon CE, Cooper JM, Lee SM, John P, Churpek M, Chin MH, Huang ES. Life Expectancy Predictions for Older Diabetic Patients as Estimated by Physicians and a Prognostic Model. MDM Policy Pract 2017; 2:2381468317713718. [PMID: 30288423 PMCID: PMC6124930 DOI: 10.1177/2381468317713718] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 04/17/2017] [Indexed: 01/16/2023] Open
Abstract
Background: Multiple medical organizations recommend using life expectancy (LE) to individualize diabetes care goals. We compare the performance of patient LE predictions made by physicians to LE predictions from a simulation model (the Chicago model) in a cohort of older diabetic patients. Design: Retrospective cohort study of a convenience sample (n = 447) of diabetes patients over 65 years and their physicians. Measurements: Physicians provided LE estimates for individual patients during a baseline survey (2000–2003). The prognostic model included a comprehensive geriatric type 2 diabetes simulation model (the Chicago model) and combinations of the physician estimate and the Chicago model (“And,” “Or,” and “Average” models). Observed survival was determined based on the National Death Index through 31 December 2010. The predictive accuracy of LE predictions was assessed using c-statistic for 5-year mortality; Harrell’s c-statistic, and Integrated Brier score for overall survival. Results: The patient cohort had a mean (SD) age of 73.4 (5.9) years. The majority were female (62.6%) and black (79.4%). At 5 years, 108 (24.2%) patients had died. The c-statistic for 5-year mortality was similar for physicians (0.69) and the Chicago model (0.68), while the average of estimates by physicians and Chicago model yielded the highest c-statistic of any method tested (0.73). The estimates of overall survival yielded a similar pattern of results. Limitations: Generalizability of patient cohort and lack of updated model parameters. Conclusions: Compared with individual methods, the average of LE estimates by physicians and the Chicago model had the best predictive performance. Prognostic models, such as the Chicago model, may complement and support physicians’ intuitions as they consider treatment decisions and goals for older patients with chronic conditions like diabetes.
Collapse
Affiliation(s)
- Claire E O'Hanlon
- Pardee RAND Graduate School, Santa Monica, California (CEO).,Section of General Internal Medicine (CEO, JMC, PJ, MHC, ESH), Section of Pulmonary Critical Care (MC), and Department of Public Health Sciences (SML), University of Chicago, Chicago, Illinois.,Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois (JMC).,San Francisco Health Plan, San Francisco, California (PJ)
| | - Jennifer M Cooper
- Pardee RAND Graduate School, Santa Monica, California (CEO).,Section of General Internal Medicine (CEO, JMC, PJ, MHC, ESH), Section of Pulmonary Critical Care (MC), and Department of Public Health Sciences (SML), University of Chicago, Chicago, Illinois.,Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois (JMC).,San Francisco Health Plan, San Francisco, California (PJ)
| | - Sang Mee Lee
- Pardee RAND Graduate School, Santa Monica, California (CEO).,Section of General Internal Medicine (CEO, JMC, PJ, MHC, ESH), Section of Pulmonary Critical Care (MC), and Department of Public Health Sciences (SML), University of Chicago, Chicago, Illinois.,Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois (JMC).,San Francisco Health Plan, San Francisco, California (PJ)
| | - Priya John
- Pardee RAND Graduate School, Santa Monica, California (CEO).,Section of General Internal Medicine (CEO, JMC, PJ, MHC, ESH), Section of Pulmonary Critical Care (MC), and Department of Public Health Sciences (SML), University of Chicago, Chicago, Illinois.,Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois (JMC).,San Francisco Health Plan, San Francisco, California (PJ)
| | - Matthew Churpek
- Pardee RAND Graduate School, Santa Monica, California (CEO).,Section of General Internal Medicine (CEO, JMC, PJ, MHC, ESH), Section of Pulmonary Critical Care (MC), and Department of Public Health Sciences (SML), University of Chicago, Chicago, Illinois.,Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois (JMC).,San Francisco Health Plan, San Francisco, California (PJ)
| | - Marshall H Chin
- Pardee RAND Graduate School, Santa Monica, California (CEO).,Section of General Internal Medicine (CEO, JMC, PJ, MHC, ESH), Section of Pulmonary Critical Care (MC), and Department of Public Health Sciences (SML), University of Chicago, Chicago, Illinois.,Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois (JMC).,San Francisco Health Plan, San Francisco, California (PJ)
| | - Elbert S Huang
- Pardee RAND Graduate School, Santa Monica, California (CEO).,Section of General Internal Medicine (CEO, JMC, PJ, MHC, ESH), Section of Pulmonary Critical Care (MC), and Department of Public Health Sciences (SML), University of Chicago, Chicago, Illinois.,Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois (JMC).,San Francisco Health Plan, San Francisco, California (PJ)
| |
Collapse
|
74
|
Guthrie B, Thompson A, Dumbreck S, Flynn A, Alderson P, Nairn M, Treweek S, Payne K. Better guidelines for better care: accounting for multimorbidity in clinical guidelines – structured examination of exemplar guidelines and health economic modelling. HEALTH SERVICES AND DELIVERY RESEARCH 2017. [DOI: 10.3310/hsdr05160] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BackgroundMultimorbidity is common but most clinical guidelines focus on single diseases.AimTo test the feasibility of new approaches to developing single-disease guidelines to better account for multimorbidity.DesignLiterature-based and economic modelling project focused on areas where multimorbidity makes guideline application problematic.Methods(1) Examination of accounting for multimorbidity in three exemplar National Institute for Health and Care Excellence guidelines (type 2 diabetes, depression, heart failure); (2) examination of the applicability of evidence in multimorbidity for the exemplar conditions; (3) exploration of methods for comparing absolute benefit of treatment; (4) incorporation of treatment pay-off time and competing risk of death in an exemplar economic model for long-term preventative treatments with slowly accruing benefit; and (5) development of a discrete event simulation model-based cost-effectiveness analysis for people with both depression and coronary heart disease.Results(1) Comorbidity was rarely accounted for in the clinical research questions that framed the development of the exemplar guidelines, and was rarely accounted for in treatment recommendations. Drug–disease interactions were common only for comorbid chronic kidney disease, but potentially serious drug–drug interactions between recommended drugs were common and rarely accounted for in guidelines. (2) For all three conditions, the trials underpinning treatment recommendations largely excluded older, more comorbid and more coprescribed patients. The implications of low applicability varied by condition, with type 2 diabetes having large differences in comorbidity, whereas potentially serious drug–drug interactions were more important for depression. (3) Comparing absolute benefit of treatments for different conditions was shown to be technically feasible, but only if guideline developers are willing to make a number of significant assumptions. (4) The lifetime absolute benefit of statins for primary prevention is highly sensitive to the presence of both the direct treatment disutility of taking a daily tablet and competing risk of death. (5) It was feasible to use a discrete event simulation-based model to represent the relevant care pathways to estimate the relative cost-effectiveness of pharmacological treatments of major depressive disorder in primary care for patients who are also likely to go on and receive treatment for coronary heart disease but the analysis was reliant on eliciting some parameter values from experts, which increases the inherent uncertainty in the results. The key limitation was that real-life use in guideline development was not examined.ConclusionsGuideline developers could feasibly (1) use epidemiological data characterising the guideline population to inform consideration of applicability and interactions; (2) systematically compare the absolute benefit of long-term preventative treatments to inform decision-making in people with multimorbidity and high treatment burden; and (3) modify the output from economic models used in guideline development to examine time to benefit in terms of the pay-off time and varying competing risk of death from other conditions.Future workFurther research is needed to optimise presentation of comparative absolute benefit information to clinicians and patients, to evaluate the use of epidemiological and time-to-benefit data in guideline development, to better quantify direct treatment disutility and to better quantify benefit and harm in people with multimorbidity.FundingThe National Institute for Health Research Health Services and Delivery Research programme.
Collapse
Affiliation(s)
- Bruce Guthrie
- Population Health Sciences Division, University of Dundee, Dundee, UK
| | - Alexander Thompson
- Manchester Centre for Health Economics, University of Manchester, Manchester, UK
| | - Siobhan Dumbreck
- Population Health Sciences Division, University of Dundee, Dundee, UK
| | - Angela Flynn
- Population Health Sciences Division, University of Dundee, Dundee, UK
| | - Phil Alderson
- Centre for Clinical Practice, National Institute for Health and Care Excellence, Manchester, UK
| | - Moray Nairn
- Scottish Intercollegiate Guidelines Network, Edinburgh, UK
| | - Shaun Treweek
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Katherine Payne
- Manchester Centre for Health Economics, University of Manchester, Manchester, UK
| |
Collapse
|
75
|
Caughey GE, Barratt JD, Shakib S, Kemp-Casey A, Roughead EE. Medication use and potentially high-risk prescribing in older patients hospitalized for diabetes: a missed opportunity to improve care? Diabet Med 2017; 34:432-439. [PMID: 27135418 DOI: 10.1111/dme.13148] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/28/2016] [Indexed: 12/25/2022]
Abstract
AIMS To examine the appropriateness of medicine use and potentially high-risk prescribing before and after hospitalization for diabetes. METHODS A retrospective cohort study of patients hospitalized for diabetes was conducted using administrative data from the Australian Government Department of Veterans' Affairs for the period between 1 January 2012 and 31 December 2012. The appropriateness of medicine use and potentially high-risk prescribing, including hyper-polypharmacy and associated treatment conflicts, were examined for the 120-day periods before and after hospitalization. RESULTS A total of 876 patients were hospitalized for a diabetes-related complication. Of these, 25% were not dispensed an antidiabetic medicine 4 months before hospitalization and 25% had not had their HbA1c levels measured in the preceding 6 months. The use of antidiabetic medicines increased to 85% after hospitalization, with a 25.6% relative increase (95% CI 10.9-42.1) in the proportion of those dispensed insulin. The prevalence of high-risk prescribing before hospital admission was high; 70% had > 10 medicines dispensed, a third had at least one treatment conflict and half were dispensed a potentially inappropriate medicine. The use of long-acting sulphonylureas and corticosteroids had relative decreases of 46.0% (95% CI 17.0-64.9) and 29.9% (95% CI 8.8-46.0), respectively. Few changes in other high-risk prescribing patterns were observed after discharge. CONCLUSIONS This study has identified poor medication-related care and, in particular, high-risk-prescribing in people subsequently hospitalized for diabetes. While diabetes medicine use improved after hospitalization, there was little change in potentially inappropriate medicine use, which suggests that an opportunity to improve medication use in this older vulnerable population has been missed.
Collapse
Affiliation(s)
- G E Caughey
- Quality Use of Medicines and Pharmacy Research Centre, School of Pharmacy and Medical Sciences, University of South Australia, Adelaide
| | - J D Barratt
- Quality Use of Medicines and Pharmacy Research Centre, School of Pharmacy and Medical Sciences, University of South Australia, Adelaide
| | - S Shakib
- Clinical Pharmacology, Royal Adelaide Hospital, North Terrace, Adelaide
- Discipline of Pharmacology, School of Medicine, University of Adelaide, Royal Adelaide Hospital, North Terrace, Adelaide
| | - A Kemp-Casey
- Quality Use of Medicines and Pharmacy Research Centre, School of Pharmacy and Medical Sciences, University of South Australia, Adelaide
- Centre for Health Services Research, School of Population Health, University of Western Australia, Perth, Australia
| | - E E Roughead
- Quality Use of Medicines and Pharmacy Research Centre, School of Pharmacy and Medical Sciences, University of South Australia, Adelaide
| |
Collapse
|
76
|
Markle-Reid M, Ploeg J, Fraser KD, Fisher KA, Akhtar-Danesh N, Bartholomew A, Gafni A, Gruneir A, Hirst SP, Kaasalainen S, Stradiotto CK, Miklavcic J, Rojas-Fernandez C, Sadowski CA, Thabane L, Triscott JAC, Upshur R. The ACHRU-CPP versus usual care for older adults with type-2 diabetes and multiple chronic conditions and their family caregivers: study protocol for a randomized controlled trial. Trials 2017; 18:55. [PMID: 28166816 PMCID: PMC5294729 DOI: 10.1186/s13063-017-1795-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 01/11/2017] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Many community-based self-management programs have been developed for older adults with type-2 diabetes mellitus (T2DM), bolstered by evidence from randomized controlled trials (RCTs) that T2DM can be prevented and managed through lifestyle modifications. However, the evidence for their effectiveness is contradictory and weakened by reliance on single-group designs and/or small samples. Additionally, older adults with multiple chronic conditions (MCC) are often excluded because of recruiting and retention challenges. This paper presents a protocol for a two-armed, multisite, pragmatic, mixed-methods RCT examining the effectiveness and implementation of the Aging, Community and Health Research Unit-Community Partnership Program (ACHRU-CPP), a new 6-month interprofessional, nurse-led program to promote self-management in older adults (aged 65 years or older) with T2DM and MCC and support their caregivers (including family and friends). METHODS/DESIGN The study will enroll 160 participants in two Canadian provinces, Ontario and Alberta. Participants will be randomly assigned to the control (usual care) or program study arm. The program will be delivered by registered nurses (RNs) and registered dietitians (RDs) from participating diabetes education centers (Ontario) or primary care networks (Alberta) and program coordinators from partnering community-based organizations. The 6-month program includes three in-home visits, monthly group sessions, monthly team meetings for providers, and nurse-led care coordination. The primary outcome is the change in physical functioning as measured by the Physical Component Summary (PCS-12) score from the short form-12v2 health survey (SF-12). Secondary client outcomes include changes in mental functioning, depressive symptoms, anxiety, and self-efficacy. Caregiver outcomes include health-related quality of life and depressive symptoms. The study includes a comparison of health care service costs for the intervention and control groups, and a subgroup analysis to determine which clients benefit the most from the program. Descriptive and qualitative data will be collected to examine implementation of the program and effects on interprofessional/team collaboration. DISCUSSION This study will provide evidence of the effectiveness of a community-based self-management program for a complex target population. By studying both implementation and effectiveness, we hope to improve the uptake of the program within the existing community-based structures, and reduce the research-to-practice gap. TRIAL REGISTRATION ClinicalTrials.gov, Identifier: NCT02158741 . Registered on 3 June 2014.
Collapse
Affiliation(s)
- Maureen Markle-Reid
- Aging, Community and Health Research Unit (ACHRU), School of Nursing, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - Jenny Ploeg
- Aging, Community and Health Research Unit (ACHRU), School of Nursing, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - Kimberly D. Fraser
- Faculty of Nursing, University of Alberta, 11405-87 Avenue, Edmonton, AB T6G 1C9 Canada
| | - Kathryn Ann Fisher
- Aging, Community and Health Research Unit (ACHRU), School of Nursing, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - Noori Akhtar-Danesh
- School of Nursing, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - Amy Bartholomew
- Aging, Community and Health Research Unit (ACHRU), School of Nursing, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - Amiram Gafni
- Department of Clinical Epidemiology and Biostatistics, Centre for Health Economics and Policy Analysis, McMaster University, 1280 Main Street, Hamilton, ON L8S 4K1 Canada
| | - Andrea Gruneir
- Department of Family Medicine, University of Alberta, 6-40 University Terrace, Edmonton, AB T6G 2T4 Canada
| | - Sandra P. Hirst
- Faculty of Nursing, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4 Canada
| | - Sharon Kaasalainen
- School of Nursing, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - Caralyn Kelly Stradiotto
- Aging, Community and Health Research Unit (ACHRU), School of Nursing, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1 Canada
| | - John Miklavcic
- Faculty of Nursing, University of Alberta, 11405-87 Avenue, Edmonton, AB T6G 1C9 Canada
| | - Carlos Rojas-Fernandez
- Department of Family Medicine, McMaster School of Medicine, Principal, CRF Consulting, 763 Cedar Bend Drive, Waterloo, ON N2V 2R6 Canada
| | - Cheryl A. Sadowski
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, 3-229 Edmonton Clinic Health Academy, 11405 87 Avenue, Edmonton, AB T6G 1C9 Canada
| | - Lehana Thabane
- Department of Clinical Epidemiology and Biostatistics, St. Joseph’s Healthcare Hamilton, Room H-325, 50 Charlton Avenue East, Hamilton, ON L8N 4A6 Canada
| | - Jean A. C. Triscott
- Care of the Elderly Division, Department of Family Medicine, University of Alberta, Edmonton, AB T6G 2R7 Canada
| | - Ross Upshur
- Division of Clinical Public Health, Dalla Lana School of Public Health, University of Toronto, 155 College Street, 6th floor, Toronto, ON M5T 3M7 Canada
| |
Collapse
|
77
|
Yokobayashi K, Kawachi I, Kondo K, Kondo N, Nagamine Y, Tani Y, Shirai K, Tazuma S. Association between Social Relationship and Glycemic Control among Older Japanese: JAGES Cross-Sectional Study. PLoS One 2017; 12:e0169904. [PMID: 28060887 PMCID: PMC5218475 DOI: 10.1371/journal.pone.0169904] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 12/23/2016] [Indexed: 11/18/2022] Open
Abstract
Aim The present study examined whether social support, informal socializing and social participation are associated with glycemic control in older people. Methods Data for this population-based cross-sectional study was obtained from the Japan Gerontological Evaluation Study (JAGES) 2010 linked to the annual health check-up data in Japan. We analyzed 9,554 individuals aged ≥65 years without the certification of needed long-term care. Multivariate logistic regression models were used to assess the effect of social support, informal socializing and social participations on glycemic control. The outcome measure was HbA1c ≥8.4%. Results 1.3% of the participants had a level of HbA1c over 8.4%. Better glycemic control was significantly associated with meeting with friends one to four times per month (odds ratio [OR] 0.51, 95% confidence interval [CI]0.30–0.89, compared to meeting with friends a few times per year or less) and participation in sports groups (OR 0.50, 95% CI 0.26–0.97) even after adjusting for other variables. Meeting with friends more than twice per week, receiving social support, and being married were not associated with better control of diabetes. Conclusions Meeting with friends occasionally is associated with better glycemic control among older people.
Collapse
Affiliation(s)
- Kenichi Yokobayashi
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
- Department of General Internal Medicine, Hiroshima University of Medical Science, Hiroshima, Japan
- * E-mail:
| | - Ichiro Kawachi
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
- Department of Public Health, Chiba University Graduate School of Medicine, Chiba, Japan
- Department of Gerontology and Evaluation Study, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu city, Aichi, Japan
| | - Naoki Kondo
- Department of Health Economics and Epidemiology Research, The University of Tokyo, Tokyo, Japan
| | - Yuiko Nagamine
- Department of Public Health, Chiba University Graduate School of Medicine, Chiba, Japan
- Department of Epidemiology and Public Health, University College London, London, United Kingdom
| | - Yukako Tani
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan
- Research Fellow of Japan Society for the Promotion of Science, Tokyo, Japan
| | - Kokoro Shirai
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
- Department of Human Sciences, School of Law and Letters, University of the Ryukyus, Okinawa, Japan
| | - Susumu Tazuma
- Department of General Internal Medicine, Hiroshima University of Medical Science, Hiroshima, Japan
| | | |
Collapse
|
78
|
Cho YY, Sidorenkov G, Denig P. Role of Patient and Practice Characteristics in Variance of Treatment Quality in Type 2 Diabetes between General Practices. PLoS One 2016; 11:e0166012. [PMID: 27806107 PMCID: PMC5091743 DOI: 10.1371/journal.pone.0166012] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 10/21/2016] [Indexed: 11/18/2022] Open
Abstract
Background Accounting for justifiable variance is important for fair comparisons of treatment quality. The variance between general practices in treatment quality of type 2 diabetes (T2DM) patients may be attributed to the underlying patient population and practice characteristics. The objective of this study is to describe the between practice differences in treatment, and identify patient and practice level characteristics that may explain these differences. Methods The data of 24,607 T2DM patients from 183 general practices in the Netherlands were used. Treatment variance was assessed in a cross-sectional manner for: glucose-lowering drugs/metformin, lipid-lowering drugs/statins, blood pressure-lowering drugs/ACE-inhibitor or ARB. Patient characteristics tested were age, gender, diabetes duration, comorbidity, comedication. Practice characteristics were number of T2DM patients, practice type, diabetes assistant available. Multilevel logistic regression was used to examine the between practice variance in treatment and the effect of characteristics on this variance. Results Treatment rates varied considerably between practices (IQR 9.5–13.9). The variance at practice level was 7.5% for glucose-lowering drugs, 3.6% for metformin, 3.1% for lipid-lowering drugs, 10.3% for statins, 8.6% for blood pressure-lowering drugs, and 3.9% for ACE-inhibitor/ARB. Patient and practice characteristics explained 19.0%, 7.5%, 20%, 6%, 9.9%, and 13.4% of the variance respectively. Age, multiple chronic drugs, and ≥3 glucose-lowering drugs were the most relevant patient characteristics. Number of T2DM patients per practice was the most relevant practice characteristic. Discussion Considerable differences exist between practices in treatment rates. Patients’ age was identified as characteristic that may account for justifiable differences in especially lipid-lowering treatment. Other patient or practice characteristics either do not explain or do not justify the differences.
Collapse
Affiliation(s)
- Yeon Young Cho
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Department of Epidemiology, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Grigory Sidorenkov
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- * E-mail:
| | - Petra Denig
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| |
Collapse
|
79
|
Genere N, Sargis RM, Masi CM, Nathan AG, Quinn MT, Huang ES, Laiteerapong N. Physician perspectives on de-intensifying diabetes medications. Medicine (Baltimore) 2016; 95:e5388. [PMID: 27861373 PMCID: PMC5120930 DOI: 10.1097/md.0000000000005388] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 09/23/2016] [Accepted: 10/19/2016] [Indexed: 01/22/2023] Open
Abstract
Guidelines for diabetes care recommend that physicians select individualized glycemic goals based on life expectancy, diabetes duration, comorbidity, and resources/support. When patients have stable hemoglobin A1C (HbA1C) levels, guidelines lack recommendations on when diabetes medications should be de-intensified.To understand physicians' perspectives on de-intensifying diabetes medications in patients with type 2 diabetes.Cross-sectional survey, (February-June, 2015).Academic medical center and suburban integrated health system.Primary care and endocrinology physicians.Physicians' self-reported: awareness, agreement, and frequency of individualizing HbA1C goals; practice of de-intensifying diabetes medications; HbA1C values at which physicians de-intensify diabetes medications; and other patient factors physicians consider when de-intensifying diabetes medications.Response rate was 73% (156/213). Most physicians (78%) responded they were familiar with recommendations to individualize HbA1C goals. For patients with stable HbA1C levels, 80% of physicians reported they had initiated conversations about stopping medications; however, physicians differed in predefined HbA1C levels used to initiate conversations (HbA1C < 5.7%: 14%; HbA1C < 6.0%: 31%; HbA1C < 6.5%: 22%; individualized level: 21%). In multiple logistic regression, women physicians (odds ratio [OR] 3.0; confidence interval [CI] 1.1-8.2; P = 0.03) and physicians practicing fewer than 20 years (OR 2.8; CI 1.01-7.7; P = 0.048) were more likely to report de-intensifying diabetes medications.Individualizing glycemic goals and de-intensifying treatments are concepts well accepted by physicians in our sample. However, physicians vary considerably in reporting how they carry out recommendations to individualize and may be missing opportunities to stop or taper diabetes medications based on patients' individualized glycemic goals.
Collapse
Affiliation(s)
| | - Robert M. Sargis
- Section of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Chicago, Chicago
| | | | | | | | | | | |
Collapse
|
80
|
Effects of Age on Glycemic Control in Patients With Type 2 Diabetes Treated with Insulin Detemir: A Post-Hoc Analysis of the PREDICTIVE™ 303 Study. Drugs Aging 2016; 33:135-41. [PMID: 26833348 PMCID: PMC4756047 DOI: 10.1007/s40266-016-0342-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Background This post-hoc sub-analysis investigated whether age (<65 years vs ≥65 years) affects glycemic control or hypoglycemic risk in patients with type 2 diabetes mellitus (T2DM) treated with once-daily insulin detemir. Methods This was a 26-week, randomized, open-label, phase IV trial involving 2812 patients at 1083 predominantly primary care sites throughout the United States, of which 541 were designated for investigator-led insulin titration. The main efficacy measure was change in HbA1c (A1C) from baseline to Week 26. Patients were stratified by age in the sites designated for the investigator-led titration of insulin detemir. Safety measures included adverse events and change in hypoglycemic event rates from baseline to Week 26. Results At Week 26, mean A1C and fasting plasma glucose decreased in both groups, but mean differences in change from baseline were not significant between groups. Within the group ≥65 years, significant reductions occurred for all daytime hypoglycemia, but there was no significant change from baseline in the other categories. In the group <65 years, reductions from baseline were significant for all hypoglycemic event categories. Changes in hypoglycemia rates from baseline were not significantly different between the age groups and there was no weight increase in either age group. Conclusions This analysis demonstrates that insulin detemir has similar efficacy and safety profiles for patients with T2DM ≥65 years compared with <65 years when treated via an investigator-led algorithm.
Collapse
|
81
|
Beavers KM, Leng I, Rapp SR, Miller ME, Houston DK, Marsh AP, Hire DG, Baker LD, Bray GA, Blackburn GL, Hergenroeder AL, Jakicic JM, Johnson KC, Korytkowski MT, Dorsten BV, Kritchevsky SB. Effects of Longitudinal Glucose Exposure on Cognitive and Physical Function: Results from the Action for Health in Diabetes Movement and Memory Study. J Am Geriatr Soc 2016; 65:137-145. [PMID: 27676466 DOI: 10.1111/jgs.14478] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVES To test whether average long-term glucose exposure is associated with cognitive and physical function in middle-aged and younger-old adults with type 2 diabetes mellitus. DESIGN Prospective cohort study. SETTING Data obtained as part of the Action for Health in Diabetes (Look AHEAD) trial (NCT00017953) and Look AHEAD Movement and Memory ancillary study (NCT01410097). PARTICIPANTS Overweight and obese individuals with type 2 diabetes mellitus aged 45 to 76 at baseline (N = 879). MEASUREMENTS Glycosylated hemoglobin (HbA1c) was measured at regular intervals over 7 years, and objective measures of cognitive function (Trail-Making Test, Modified Stroop Color-Word Test, Digit Symbol-Coding, Rey Auditory Verbal Learning Test, Modified Mini-Mental State Examination) and physical function (Short Physical Performance Battery, expanded Physical Performance Battery, 400-m and 20-m gait speed) and strength (grip and knee extensor strength) were assessed at the Year 8 or 9 follow-up examination. RESULTS Average HbA1c exposure was 7.0 ± 1.1% (53 ± 11.6 mmol/mol), with 57% of participants classified as having HbA1c levels of less than 7% (<53 mmol/mol), 27% having levels of 7% to 8% (53-64 mmol/mol), and 16% having levels of greater than 8% (>64 mmol/mol). After adjustment for age, sex, race, education, smoking status, alcohol intake, knee pain, physical fitness, body mass index, diabetes mellitus medication and statin use, ancillary year visit, and study arm and site, higher HbA1c was associated with worse physical but not cognitive function. Further adjustment for prevalent diabetes mellitus-related comorbidities made all associations nonsignificant. Results did not differ when stratified according to participant baseline age (<60 vs ≥ 60). CONCLUSION Results presented here suggest that, in the absence of diabetes mellitus-related complications, longitudinal glucose exposure is not associated with future cognitive and physical function. Optimal management of diabetes mellitus-related comorbidities may prevent or reduce the burden of disability associated with type 2 diabetes mellitus.
Collapse
Affiliation(s)
- Kristen M Beavers
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, North Carolina
| | - Iris Leng
- Department of Biostatistical Sciences, Wake Forest University, Winston-Salem, North Carolina
| | - Stephen R Rapp
- Department of Psychiatry and Behavioral Medicine, Wake Forest University, Winston-Salem, North Carolina
| | - Michael E Miller
- Department of Biostatistical Sciences, Wake Forest University, Winston-Salem, North Carolina
| | - Denise K Houston
- Department of Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, School of Medicine, Wake Forest University, Winston-Salem, North Carolina
| | - Anthony P Marsh
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, North Carolina
| | - Don G Hire
- Department of Biostatistical Sciences, Wake Forest University, Winston-Salem, North Carolina
| | - Laura D Baker
- Department of Psychiatry and Behavioral Medicine, Wake Forest University, Winston-Salem, North Carolina
| | - George A Bray
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, Louisiana
| | - George L Blackburn
- Division of Nutrition, Harvard Medical School and Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | | | - John M Jakicic
- Department of Health and Physical Activity, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Karen C Johnson
- Department of Preventive Medicine, Health Science Center, University of Tennessee, Memphis, Tennessee
| | - Mary T Korytkowski
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Brent Van Dorsten
- Department of Physical Medicine and Rehabilitation, School of Medicine, University of Colorado Denver, Aurora, Colorado
| | - Stephen B Kritchevsky
- Department of Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, School of Medicine, Wake Forest University, Winston-Salem, North Carolina
| | | |
Collapse
|
82
|
Sarkar U, Lyles C, Steinman M, Huang ES, Moffet HH, Whitmer RA, Warton EM, Karter AJ. Changes in Medication Use After Dementia Diagnosis in an Observational Cohort of Individuals with Diabetes Mellitus. J Am Geriatr Soc 2016; 65:77-82. [PMID: 27642180 DOI: 10.1111/jgs.14429] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To assess changes in medication use after a diagnosis of dementia in individuals with type 2 diabetes mellitus. DESIGN Difference-in-differences analysis of changes in the number of dispensed chronic medications between individuals with and without newly diagnosed dementia. SETTING Integrated healthcare delivery system, Kaiser Permanente Northern California. PARTICIPANTS Individuals aged 50 and older without prevalent dementia with type 2 diabetes mellitus enrolled in a baseline survey. During 5 years of follow-up, 193 individuals with a new diagnosis of dementia were identified, and risk-set sampling was used to randomly select five reference subjects per case matched on 5-year age categories and sex (965 matched participants), resulting in an analytical sample of 1,158. MEASUREMENTS The exposure was new diagnosis of dementia. The primary outcome was change in number of current chronic medications (total, cardiovascular (blood pressure and lipid control), diabetes mellitus) at three times: 1 year before index date (preindex date), date of diagnosis of dementia or matched reference date (index date), and up to 1 year after index date or end of follow-up if censored before 1 year (postindex date). RESULTS After adjustment, the number of chronic medications and the subset of cardiovascular medications declined after a dementia diagnosis in the overall cohort and in age-, sex-, and time-matched reference individuals, but the decline was significantly greater in the group with dementia (0.71 medications fewer than the reference group, P = .02). The number of diabetes mellitus medications declined in both groups, but the declines were not statistically different (0.18 medications fewer than the reference group, P = .008). CONCLUSIONS Use of cardiometabolic medications fell after a diagnosis of dementia, as recommended in national guidelines.
Collapse
Affiliation(s)
- Urmimala Sarkar
- Center for Vulnerable Populations, Division of General Internal Medicine, University of California San Francisco, San Francisco, California
| | - Courtney Lyles
- Center for Vulnerable Populations, Division of General Internal Medicine, University of California San Francisco, San Francisco, California
| | - Michael Steinman
- Division of Geriatrics, University of California San Francisco and San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Elbert S Huang
- School of Medicine, University of Chicago, Chicago, Illinois
| | - Howard H Moffet
- Division of Research, Kaiser Permanente, Oakland, California
| | | | | | - Andrew J Karter
- Division of Research, Kaiser Permanente, Oakland, California
| |
Collapse
|
83
|
Lee BK, Kim SW, Choi D, Cho EH. Comparison of Age of Onset and Frequency of Diabetic Complications in the Very Elderly Patients with Type 2 Diabetes. Endocrinol Metab (Seoul) 2016; 31:416-423. [PMID: 27586451 PMCID: PMC5053054 DOI: 10.3803/enm.2016.31.3.416] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Revised: 05/02/2016] [Accepted: 07/26/2016] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND The prevalence of type 2 diabetes in elderly people has increased dramatically in the last few decades. This study was designed to clarify the clinical characteristics of type 2 diabetes in patients aged ≥80 years according to age of onset. METHODS We reviewed the medical records of 289 patients aged ≥80 years with type 2 diabetes at the outpatient diabetes clinics of Kangwon National University Hospital from September 2010 to June 2014. We divided the patients into middle-age-onset diabetes (onset before 65 years of age) and elderly-onset diabetes (onset at 65+ years of age). RESULTS There were 141 male and 148 female patients. The patients had a mean age of 83.2±2.9 years and the mean duration of diabetes was 14.3±10.4 years. One hundred and ninety-nine patients had elderly-onset diabetes. The patients with elderly-onset diabetes had a significantly lower frequency of diabetic retinopathy and nephropathy, lower serum creatinine levels, lower glycated hemoglobin (HbA1c) levels, and similar coronary revascularization and cerebral infarction rates compared to those with middle-age-onset diabetes. There was no frequency difference in coronary revascularization and cerebral infarction and HbA1c levels between three subgroups (<5, 5 to 15, and ≥15 years) of diabetes duration in elderly onset diabetes. However, both in the elderly onset diabetes and middle-age-onset diabetes, the cumulative incidence of retinopathy was increasing rapidly according to the duration of diabetes. CONCLUSION We report that individuals with elderly-onset diabetes have a lower frequency of diabetic retinopathy and nephropathy and similar cardiovascular complications compared to those with middle-age-onset diabetes.
Collapse
Affiliation(s)
- Bong Ki Lee
- Department of Internal Medicine, Kangwon National University School of Medicine, Chuncheon, Korea
| | - Sang Wook Kim
- Department of Internal Medicine, Kangwon National University School of Medicine, Chuncheon, Korea
| | - Daehee Choi
- Department of Internal Medicine, Kangwon National University School of Medicine, Chuncheon, Korea
| | - Eun Hee Cho
- Department of Internal Medicine, Kangwon National University School of Medicine, Chuncheon, Korea.
| |
Collapse
|
84
|
Stuart BC, Shen X, Quinn CC, Brandt N, Roberto P, Loh FE, Hendrick F, Kim C, Huang X, Rajpathak S. Proximal Predictors of Long-Term Discontinuance with Noninsulin Antihyperglycemic Agents. J Manag Care Spec Pharm 2016; 22:1019-27. [PMID: 27574743 PMCID: PMC10398303 DOI: 10.18553/jmcp.2016.22.9.1019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Noninsulin antihyperglycemic agents (NAAs) are the mainstay of treatment for type 2 diabetes, yet persistence in NAA use is suboptimal in many diabetes patients. Most of the research on NAA discontinuance has focused on sociodemographic characteristics and general health status, but such factors are inherently limited in explaining dynamic events such as discontinuance. OBJECTIVE To assess the relative importance of static and proximal dynamic factors in explaining long-term NAA discontinuance among Medicare beneficiaries with diabetes. METHODS Two sets of probability models were estimated to predict NAA discontinuance as a function of static variables (age, sex, race, original reason for Medicare entitlement, low-income subsidy and dual Medicare/Medicaid eligibility status, and disease burden) and 21 dynamic factors capturing month-by-month changes in drug use, health status, and use of medical services leading up to discontinuance (defined as month 0) and the previous 4 months (designated months -1 to -4) among 71,619 patients with diabetes enrolled in Medicare Part D plans in 2006-2008. RESULTS Static variables explained just 1.2% of the variance in probability of NAA discontinuance compared with 14% for all variables combined. Key time-related predictors of NAA discontinuance included discontinuation with angiotensin-converting enzyme inhibitors/angiotensin receptor blockers (ACEIs/ARBs) and statins, hypoglycemia, NAA usage gaps, insulin use, and discharge from hospitals and skilled nursing facilities (SNFs). The strongest significant predictors (P < 0.05) of NAA discontinuance were discontinuation with statins and ACEIs/ARBs in month 0 (predicted probabilities of 37% and 34%, respectively). Other variables that significantly increased the probability of NAA discontinuance by 10% or more were hypoglycemia in month 0 (14%) and month -1 (17%), discontinuance with ACEIs/ARBs in months -1 (15%) and -2 (10%), discontinuance with statins in month -1 (13%), and insulin use in month 0 (12%). Experiencing a previous gap in NAA therapy was associated with higher likelihood of discontinuance if the gap occurred in month -2 (10%) or month -4 (6%), but a gap in therapy in month -1 actually reduced the likelihood of discontinuance by 13%. Discharge from a hospital or SNF was consistently associated with higher probabilities of NAA discontinuance ranging between 4% and 10%, with higher probabilities occurring closer to month 0. CONCLUSIONS A cascade of dynamic changes preceding discontinuance with NAA therapy among Medicare Part D enrollees with diabetes was observed between 2006 and 2008. Understanding that lack of persistence in drug use is a dynamic rather than a static phenomenon opens up new avenues for investigating and ultimately improving adherence behavior in the elderly. DISCLOSURES This study was funded by Merck & Co. Huang and Raipathak are employees of Merck & Co. Brandt reports consultancy and speaker fees from Catapult, Omnicare, RAND, HRSA, CMS, and AGS Beers Criteria. Loh is currently employed at Touro College of Pharmacy. All other authors have no relevant potential conflicts of interest to disclose. Study concept and design were primarily contributed by Stuart, Quinn, and Brandt, along with Shen, Roberto, Hendrick, Huang, and Rajpathak. Shen, Loh, Hendrick, and Kim collected the data, and data interpretation was performed primarily by Stuart, Shen, and Roberto, assisted by Quinn, Brandt, Hendrick, Huang, and Rajpathak. The manuscript was written primarily by Stuart, with assistance from the other authors, and revised by Huang, Rajpathak, and Stuart, with assistance from the other authors.
Collapse
Affiliation(s)
- Bruce C Stuart
- 1 University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Xian Shen
- 1 University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Charlene C Quinn
- 2 University of Maryland School of Medicine, Baltimore, Maryland
| | - Nicole Brandt
- 1 University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Pamela Roberto
- 3 Pharmaceutical Research and Manufacturers of America, Washington, DC, and University of Maryland School of Pharmacy, Baltimore, Maryland
| | - F Ellen Loh
- 1 University of Maryland School of Pharmacy, Baltimore, Maryland
| | | | - Caroline Kim
- 1 University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Xingyue Huang
- 4 Merck Research Labs, Merck & Co., Kenilworth, New Jersey
| | | |
Collapse
|
85
|
Pratley RE, Heller SR, Miller MA. Treatment of type 2 diabetes mellitus in the older adult: a review. Endocr Pract 2016; 20:722-36. [PMID: 24518176 DOI: 10.4158/ep13192.ra] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
OBJECTIVE This review summarizes the particular challenges of diabetes in older individuals and the evidence base guiding the selection of treatment targets and strategies in this population. METHODS An in-depth literature search was conducted to identify the evidence base from randomized, controlled, and population-based epidemiological studies, as well as guidelines derived from expert opinion. RESULTS Older patients are a highly heterogeneous population with respect to the pathogenesis and course of diabetes and, as a group, manifest significant comorbidities that impact treatment goals and strategies. There is a lack of consensus regarding "optimal" glucose targets in older patients with diabetes. Hypoglycemia is more common in the older patient, contributes to increased morbidity and reduced quality of life, and limits treatment in many cases. Duration of diabetes, comorbidities, life expectancy, and functional status are other important factors to consider when identifying appropriate glycemic goals and choosing an antihyperglycemic agent for older patients with type 2 diabetes mellitus (T2DM). CONCLUSION Current, limited treatment recommendations in older patients with T2DM are based on expert opinion due to the general lack of evidence from randomized controlled trials. This underscores the importance of individualizing pharmacologic therapy in these patients with a focus on the risk-to-benefit ratio. Additional trials in older patients are needed to assess drug safety, efficacy, and dosing.
Collapse
Affiliation(s)
- Richard E Pratley
- Florida Hospital Diabetes and Translational Research Institutes, Sanford Burnham Medical Research Institute, Orlando, Florida
| | - Simon R Heller
- Sheffield Teaching Hospitals Foundation Trust, University of Sheffield, Sheffield, United Kingdom
| | | |
Collapse
|
86
|
Lee EA, Gibbs NE, Martin J, Ziel F, Polzin JK, Palmer-Toy D. Improving Care in Older Patients with Diabetes: A Focus on Glycemic Control. Perm J 2016; 20:15-080. [PMID: 27352408 DOI: 10.7812/tpp/15-080] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Diabetes affects more than 25% of Americans older than age 65 years. The medical care of older patients must differ from the care of their younger counterparts. Older patients are at high risk of drug toxicity. A hemoglobin A1c (HbA1c) level less than 7.0% has historically been the goal of all patients with diabetes, regardless of age. Recent research has demonstrated that using medications to achieve such tight glycemic control is not necessary and is often not safe.This article discusses the seminal research findings that strongly suggest that HbA1c goals should be relaxed in older patients. The authors then recommend an age-specific and functionally appropriate HbA1c reference range for patients receiving medications to improve glycemic control. Other interventions are suggested that should make diabetes care safer in older patients receiving hypoglycemic medications.
Collapse
Affiliation(s)
- Eric A Lee
- Assistant Chief of Internal Medicine at the West Los Angeles Medical Center and Co-Chair of the Southern California Permanente Medical Group High Risk Drugs in the Elderly Committee in Pasadena.
| | - Nancy E Gibbs
- Former Regional Coordinating Chair for Geriatrics and Continuing Care for Kaiser Permanente Southern California and Co-Chair of the Southern California Permanente Medical Group High Risk Drugs in the Elderly Committee in Pasadena.
| | - John Martin
- Internist at the Los Angeles Medical Center and Co-Director of the Southern California Permanente Medical Group Diabetes Complete Care Program in Pasadena.
| | - Fred Ziel
- Physician-in-Charge of Endocrinology at the Woodland Hills Medical Center in CA and the Regional Coordinating Chair for Endocrinology for Kaiser Permanente Southern California.
| | - Jennifer K Polzin
- Former Clinical Operations Senior Pharmacy Consultant for Medication Management and Safety for the Southern California Permanente Medical Group in Pasadena
| | - Darryl Palmer-Toy
- Medical Director of the Regional Reference Laboratories and the Regional Assistant Medical Director of Laboratory Services for the Southern California Permanente Medical Group in Pasadena.
| |
Collapse
|
87
|
Huang ES, Nathan AG, Cooper JM, Lee SM, Shin N, John PM, Dale W, Col NF, Meltzer DO, Chin MH. Impact and Feasibility of Personalized Decision Support for Older Patients with Diabetes: A Pilot Randomized Trial. Med Decis Making 2016; 37:611-617. [PMID: 27311651 DOI: 10.1177/0272989x16654142] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Diabetes guidelines recommend individualizing glycemic goals (A1C) for older patients. The aim of this study was to assess a personalized Web-based decision support tool. METHODS We randomized physicians and their patients with type 2 diabetes (≥65 years of age) to a support tool or educational pamphlet (75:25 patients). Prior to a visit, intervention patients interacted with the tool, which provided personalized risk predictions and elicited treatment preferences. Main outcomes included 1) patient-doctor communication, 2) decisional conflict, 3) changes in goals, and 4) intervention acceptability. RESULTS We did not find significant differences in proportions of patients who had an A1C discussion (91% intervention v. 76% control; P = 0.19). Intervention patients had larger declines in the informed subscale of decisional conflict (-20 v. 0, respectively; P = 0.04). There were no significant differences in proportions of patients with changes in goals (49% v. 28%, respectively; P = 0.08). Most intervention patients reported that the tool was easy to use (91%) and helped them to communicate (84%). A limitation was that this was a pilot trial at one academic institution. CONCLUSIONS Web-based decision support tools may be a practical approach to facilitating the personalization of goals for chronic conditions. TRIAL REGISTRATION NCT02169999 ( https://clinicaltrials.gov/show/NCT02169999 ).
Collapse
Affiliation(s)
- Elbert S Huang
- Section of General Internal Medicine, University of Chicago, Chicago, IL (ESH, AGN, JMC, NS, PMJ, MHC)
| | - Aviva G Nathan
- Section of General Internal Medicine, University of Chicago, Chicago, IL (ESH, AGN, JMC, NS, PMJ, MHC)
| | - Jennifer M Cooper
- Section of General Internal Medicine, University of Chicago, Chicago, IL (ESH, AGN, JMC, NS, PMJ, MHC)
| | - Sang Mee Lee
- Department of Public Health Sciences, University of Chicago, Chicago, IL (SML)
| | - Na Shin
- Section of General Internal Medicine, University of Chicago, Chicago, IL (ESH, AGN, JMC, NS, PMJ, MHC)
| | - Priya M John
- Section of General Internal Medicine, University of Chicago, Chicago, IL (ESH, AGN, JMC, NS, PMJ, MHC)
| | - William Dale
- Section of Geriatrics and Palliative Medicine, University of Chicago, Chicago, IL (WD)
| | - Nananda F Col
- Shared Decision Making Resources, Georgetown, ME (NFC)
| | - David O Meltzer
- Section of Hospital Medicine, University of Chicago, Chicago, IL (DOM)
| | - Marshall H Chin
- Section of General Internal Medicine, University of Chicago, Chicago, IL (ESH, AGN, JMC, NS, PMJ, MHC)
| |
Collapse
|
88
|
Abstract
Diabetes mellitus is a chronic disease of aging that affects more than 20% of people over 65. In older patients with diabetes, comorbidities are highly prevalent and their presence may alter the relative importance, effectiveness, and safety of treatments for diabetes. Randomized controlled trials have shown that intensive glucose control produces microvascular and cardiovascular benefits but typically after extended treatment periods (five to nine years) and with exposure to short term risks such as mortality (in one trial) and hypoglycemia. Decision analysis, health economics, and observational studies have helped to illustrate the importance of acknowledging life expectancy, hypoglycemia, and treatment burden when setting goals in diabetes. Guidelines recommend that physicians individualize the intensity of glucose control and treatments on the basis of the prognosis (for example, three tiers based on comorbidities and functional impairments) and preferences of individual patients. Very few studies have attempted to formally implement and study these concepts in clinical practice. To better meet the treatment needs of older patients with diabetes and comorbidities, more research is needed to determine the risks and benefits of intensifying, maintaining, or de-intensifying treatments in this population. This research effort should extend to the development and study of decision support tools as well as targeted care management.
Collapse
Affiliation(s)
- Elbert S Huang
- Department of Medicine, University of Chicago, 5841 S Maryland Ave, Chicago, IL 60637, USA
| |
Collapse
|
89
|
Beverly EA, Ritholz MD, Shepherd C, Weinger K. The Psychosocial Challenges and Care of Older Adults with Diabetes: "Can't Do What I Used To Do; Can't Be Who I Once Was". Curr Diab Rep 2016; 16:48. [PMID: 27085863 PMCID: PMC5469362 DOI: 10.1007/s11892-016-0741-7] [Citation(s) in RCA: 8] [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] [Indexed: 12/30/2022]
Abstract
The prevalence of diabetes is increasing in older populations worldwide. Older adults with diabetes have unique psychosocial and medical challenges that impact self-care and glycemic control. These challenges may include psychological factors such as depression or anxiety, social factors such loss of independence and removal from home environment/placement in a facility, and medical factors such as multiple comorbidities and polypharmacy. Importantly, these challenges interact and complicate the everyday life of the older adult with diabetes. Thus, timely identification and interventions for psychosocial and medical challenges are a necessary component of diabetes care. This review summarizes the current literature, research findings, and clinical recommendations for psychosocial care in older adults with diabetes.
Collapse
Affiliation(s)
| | - Marilyn D. Ritholz
- Joslin Diabetes Center, Boston, MA
- Harvard Medical School, Boston, MA
- Children’s Hospital, Boston, MA
| | - Chelsea Shepherd
- Ohio University Heritage College of Osteopathic Medicine, Athens, OH
| | - Katie Weinger
- Joslin Diabetes Center, Boston, MA
- Harvard Medical School, Boston, MA
| |
Collapse
|
90
|
Markle-Reid M, Ploeg J, Fisher K, Reimer H, Kaasalainen S, Gafni A, Gruneir A, Kirkconnell R, Marzouk S, Akhtar-Danesh N, Thabane L, Rojas-Fernandez C, Upshur R. The Aging, Community and Health Research Unit-Community Partnership Program for older adults with type 2 diabetes and multiple chronic conditions: a feasibility study. Pilot Feasibility Stud 2016; 2:24. [PMID: 27965843 PMCID: PMC5154077 DOI: 10.1186/s40814-016-0063-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 04/20/2016] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Few studies have examined the effectiveness of community-based self-management interventions in older adults with type 2 diabetes mellitus (T2DM) and multiple chronic conditions (MCC). The objectives of this study were to examine the feasibility of implementation in practice (primary) and the feasibility of study methods and potential effectiveness (secondary) of the Aging, Community and Health-Community Partnership Program, a new 6-month interprofessional, nurse-led program to promote diabetes self-management in older adults (>65 years) with T2DM and MCC. METHODS This study used a prospective one-group pre-test/post-test design. Participants were recruited from a specialized diabetes clinic. They received a median of three in-home/clinic visits by certified diabetes educators (CDEs) and attended a median of three group wellness sessions provided by the CDEs in partnership with a community-based seniors' association. The primary outcome was the feasibility of the program (acceptability, fidelity, implementation barriers/facilitators). Secondary outcomes included the feasibility of the study methods (recruitment/retention rates and procedures, eligibility criteria, data collection and analysis methods) and potential effectiveness of the program based on 6-month changes in self-reported outcomes including self-management behavior (diet, exercise, self-monitoring), health status (quality of life, mental health), and costs of service use. Analysis of feasibility outcomes was primarily based on descriptive statistics. The potential effectiveness of the program was explored using different tests, with the results expressed using descriptive statistics and effect estimates (95 % confidence intervals). RESULTS In total, 45 (88 %) of 51 eligible persons consented to participate. Of these, 37 (82 %) completed the 6-month follow-up. Participants and providers viewed the program as acceptable and feasible. Participants had a higher SF-12 physical component summary score at 6 months compared with baseline (mean score difference 3.0, 95 % CI 0.2-5.8). Median costs for diabetes care increased over 6 months (reflecting inclusion of program costs), while other service costs either decreased or remained unchanged. CONCLUSIONS This study offers preliminary evidence that the program was feasible to deliver and acceptable to participants and providers. Initial results suggest that the program may improve physical functioning. A randomized controlled trial is feasible, with some adaptations to the program and study methods that were identified from this feasibility study. TRIAL REGISTRATION Clinicaltrials.gov identifier: NCT01880476.
Collapse
Affiliation(s)
- Maureen Markle-Reid
- School of Nursing, Health Sciences Centre, McMaster University, 1280 Main Street West, Room 3N25B, Hamilton, ON L8S 4 K1 Canada
| | - Jenny Ploeg
- School of Nursing, Health Sciences Centre, McMaster University, 1280 Main Street West, Room 3N25C, Hamilton, ON L8S 4 K1 Canada
| | - Kathryn Fisher
- School of Nursing, Health Sciences Centre, McMaster University, 1280 Main Street West, Room 2J34A, Hamilton, ON L8S 4 K1 Canada
| | - Holly Reimer
- School of Nursing, Health Sciences Centre, McMaster University, 1280 Main Street West, Room 3N25B, Hamilton, ON L8S 4 K1 Canada
| | - Sharon Kaasalainen
- School of Nursing, Health Sciences Centre, McMaster University, 1280 Main Street West, Room 3N25B, Hamilton, ON L8S 4 K1 Canada
| | - Amiram Gafni
- Department of Clinical Epidemiology and Biostatistics, Centre for Health Economics and Policy Analysis, McMaster University, 1280 Main Street West, Room CRL-208, Hamilton, ON L8S 4 K1 Canada
| | - Andrea Gruneir
- University Department of Family Medicine, University of Alberta, 6-40 University Terrace, Edmonton, AB T6G 2T4 Canada
| | - Ross Kirkconnell
- Guelph Family Health Team, Dawson Road Family Medical Centre, 83 Dawson Rd, Guelph, ON N1H 1B1 Canada
| | - Sam Marzouk
- Diabetes Care Guelph, Dawson Road Family Medical Centre, 83 Dawson Rd, Guelph, ON N1H 1B1 Canada
| | - Noori Akhtar-Danesh
- School of Nursing, Health Sciences Centre, McMaster University, 1280 Main Street West, Room 3N28B, Hamilton, ON L8S 4 K1 Canada
| | - Lehana Thabane
- Department of Clinical Epidemiology and Biostatistics, St. Joseph’s Healthcare Hamilton, 3rd Floor, Martha Wing, Room H-325, 50 Charlton Avenue East, Hamilton, ON L8N 4A6 Canada
| | - Carlos Rojas-Fernandez
- School of Pharmacy, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1 Canada
| | - Ross Upshur
- Division of Clinical Public Health, Dalla Lana School of Public Health, 155 College Street, 6th floor, Toronto, ON M5T 3M7 Canada
| |
Collapse
|
91
|
Popescu S, Timar B, Baderca F, Simu M, Diaconu L, Velea I, Timar R. Age as an independent factor for the development of neuropathy in diabetic patients. Clin Interv Aging 2016; 11:313-8. [PMID: 27042031 PMCID: PMC4801151 DOI: 10.2147/cia.s97295] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Population aging is unprecedented, without parallel in the history of humanity. As type 2 diabetes mellitus is predominantly more prevalent in aging populations, this creates a major public health burden. Older adults with diabetes have the highest rates of major lower-extremity amputation, myocardial infarction, visual impairment, and end-stage renal disease of any age group. The aims of our study were to assess whether age is an independent factor for the occurrence of diabetic neuropathy (DN), and to evaluate the relationship between the presence and the severity of DN and the diabetes duration and blood glucose level. In this study, we enrolled 198 patients, previously diagnosed with type 2 diabetes mellitus. For all patients, we measured hemoglobin A1c (HbA1c), lipid profile, and body mass index and we assessed the presence and severity of DN using the evaluation of clinical signs and symptoms. Patients had a median age of 62 years, with a median of diabetes duration of 7 years; 55.1% of the patients were men and the average HbA1c in the cohort was 8.2%. The prevalence of DN according to Michigan Neuropathy Screening Instrument was 28.8%, being significantly and positively correlated with higher age (65 vs 59 years; P=0.001) and HbA1c (8.6% vs 8.0%; P=0.027). No significant correlations were observed between the severity of DN and diabetes duration, body mass index (31.9 vs 29.9 kg/m(2)), or the number of centimeters exceeding the normal waist circumference (25.2 vs 17.3 cm; P=0.003). In conclusion, age influences the presence of DN, independent on other risk factors. This influence persists even after adjusting for other, very important risk factors, like blood glucose level or diabetes duration.
Collapse
Affiliation(s)
- Simona Popescu
- 2nd Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania; Clinic of Diabetes, Nutrition and Metabolic Diseases, Emergency Clinical County Hospital, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania
| | - Bogdan Timar
- Clinic of Diabetes, Nutrition and Metabolic Diseases, Emergency Clinical County Hospital, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania; Department of Functional Sciences, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania
| | - Flavia Baderca
- Department of Microscopic Morphology, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania; Service of Pathology, Emergency City Hospital, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania
| | - Mihaela Simu
- Department of Neurosciences, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania; Clinic of Neurology, Emergency Clinical County Hospital, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania
| | - Laura Diaconu
- 2nd Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania; Clinic of Diabetes, Nutrition and Metabolic Diseases, Emergency Clinical County Hospital, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania
| | - Iulian Velea
- Department of Pediatrics, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania; Clinic of Pediatrics, Emergency Clinical County Hospital, Timisoara, Romania
| | - Romulus Timar
- 2nd Department of Internal Medicine, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania; Clinic of Diabetes, Nutrition and Metabolic Diseases, Emergency Clinical County Hospital, "Victor Babes" University of Medicine and Pharmacy, Timisoara, Romania
| |
Collapse
|
92
|
Dixon DL, Donohoe KL, Ogbonna KC, Barden SM. Current drug treatment of hyperlipidemia in older adults. Drugs Aging 2016; 32:127-38. [PMID: 25637391 DOI: 10.1007/s40266-015-0240-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Atherosclerotic cardiovascular disease (ASCVD) remains the leading cause of death, especially in older adults. Managing modifiable risk factors (e.g., hyperlipidemia, hypertension) remains the primary approach to prevent ASCVD events and ASCVD-related mortality. Statins are generally considered one of the most effective approaches to reduce ASCVD risk, especially for secondary prevention, yet remain underutilized in older adults. The evidence to support statin therapy in older adults is less robust than in their younger counterparts, especially in individuals aged 75 years and older. Recent lipid guidelines have raised this concern, yet statin therapy is recommended in 'at risk' older adults. Determining which older adults should receive statin therapy for primary prevention of ASCVD is challenging, as the currently available risk estimation tools are of limited use in those aged over 75 years. Furthermore, non-statin therapies have been de-emphasized in recent clinical practice guidelines and remain understudied in the older adult population. This is unfortunate given that older adults are less likely to tolerate moderate- to high-intensity statins. Non-statin therapies could be viable options in this population if more was understood about their ability to lower ASCVD risk and safety profiles. Nevertheless, lipid-lowering agents remain an integral component of the overall strategy to reduce atherogenic burden in older adults. Future research in this area should aim to enroll more older adults in clinical trials, determine the utility of ASCVD risk estimation for primary prevention, and investigate the role of non-statin therapies in this population.
Collapse
Affiliation(s)
- Dave L Dixon
- Department of Pharmacotherapy and Outcomes Science, Virginia Commonwealth University School of Pharmacy, 410 North 12th Street, PO Box 980533, Richmond, VA, 23298-0533, USA,
| | | | | | | |
Collapse
|
93
|
Prinz N, Stingl J, Dapp A, Denkinger MD, Fasching P, Jehle PM, Merger S, Mühldorfer S, Pieper U, Schuler A, Zeyfang A, Holl RW. High rate of hypoglycemia in 6770 type 2 diabetes patients with comorbid dementia: A multicenter cohort study on 215,932 patients from the German/Austrian diabetes registry. Diabetes Res Clin Pract 2016; 112:73-81. [PMID: 26563590 DOI: 10.1016/j.diabres.2015.10.026] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Revised: 10/13/2015] [Accepted: 10/20/2015] [Indexed: 12/14/2022]
Abstract
AIMS Dementia and type 2 diabetes (T2D) are two major phenomena in older people. To compare anti-hyperglycemic therapy and diabetes-related comorbidities between elderly T2D patients with or without comorbid dementia. METHODS 215,932 type 2 diabetes patients aged ≥ 40 years (median [Q1;Q3]: 70.4 [61.2;77.7] years) from the standardized, multicenter German/Austrian diabetes patient registry, DPV, were studied. To identify patients with comorbid dementia, the registry was searched by ICD-10 codes, DSM-IV/-5 codes, respective search terms and/or disease-specific medication. For group comparisons, multiple hierarchic regression modeling with adjustments for age, sex, and duration of diabetes was applied. RESULTS 3.1% (n=6770; 57% females) of the eligible T2D patients had clinically recognized comorbid dementia. After adjustment for demographics, severe hypoglycemia (insulin group: 14.8 ± 0.6 vs. 10.4 ± 0.2 events per 100 patient-years, p<0.001), hypoglycemia with coma (insulin group: 7.6 ± 0.4 vs. 3.9 ± 0.1 events per 100 patient-years, p<0.001), depression (9.9 vs. 4.7%, p<0.001), hypertension (74.7 vs. 72.2%, p<0.001), stroke (25.3 vs. 6.5%, p<0.001), diabetic foot syndrome (6.0 vs. 5.2%, p=0.004), and microalbuminuria (34.7 vs. 32.2%, p<0.001) were more common in dementia patients compared to T2D without dementia. Moreover, patients with dementia received insulin therapy more frequently (59.3 vs. 54.7%, p<0.001), but metabolic control (7.7 ± 0.1 vs. 7.7 ± 0.1%) was comparable to T2D without dementia. CONCLUSIONS In T2D with dementia, higher rates of hypoglycemia and other diabetes-related comorbidities were observed. Hence, the risks of a glucocentric and intense diabetes management with insulin and a focus on tight glycemic control without considering other factors may outweigh the benefits in elderly T2D patients with comorbid dementia.
Collapse
Affiliation(s)
- Nicole Prinz
- Institute of Epidemiology and Medical Biometry, Central Institute for Biomedical Technology, University of Ulm and German Center for Diabetes Research (DZD), Ulm, Germany.
| | - Julia Stingl
- Federal Institute for Drugs and Medical Devices, and Faculty of Medicine, University of Bonn, Bonn, Germany
| | - Albrecht Dapp
- Diabetes Center, Hospital District Tuttlingen, Medical Clinic Spaichingen, Spaichingen, Germany
| | - Michael D Denkinger
- Geriatric Center Ulm/Alb-Donau, Geriatric Medicine at Ulm University, Agaplesion Bethesda Hospital Ulm, Ulm, Germany
| | - Peter Fasching
- 5th Medical Department, Wilhelminenspital, Vienna, Austria
| | - Peter M Jehle
- Department of Internal Medicine, Paul-Gerhardt-Stift, Academic hospital of the Martin-Luther-University Halle-Wittenberg, Lutherstadt Wittenberg, Germany
| | - Sigrun Merger
- Department of Internal Medicine I, University Hospital Ulm, Ulm, Germany
| | | | - Urte Pieper
- Department of Internal Medicine, Hospital Wolgast, Wolgast, Germany
| | - Andreas Schuler
- Department of Internal Medicine, Helfenstein Hospital Geislingen/Steige, Geislingen/Steige, Germany
| | - Andrej Zeyfang
- Institute of Epidemiology and Medical Biometry, Central Institute for Biomedical Technology, University of Ulm and German Center for Diabetes Research (DZD), Ulm, Germany; Agaplesion Bethesda Hospital Stuttgart, Germany
| | - Reinhard W Holl
- Institute of Epidemiology and Medical Biometry, Central Institute for Biomedical Technology, University of Ulm and German Center for Diabetes Research (DZD), Ulm, Germany
| |
Collapse
|
94
|
Choosing wisely in case of hypertension, diabetes and hyperlipidemia in older patients. Wien Med Wochenschr 2016; 166:166-72. [DOI: 10.1007/s10354-015-0426-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2015] [Accepted: 12/23/2015] [Indexed: 11/26/2022]
|
95
|
Sambamoorthi U, Deb A, Zhou S, Garg R, Fan T, Boss A. Rapid Acting Insulin Use and Persistence among Elderly Type 2 Diabetes Patients Adding RAI to Oral Antidiabetes Drug Regimens. J Diabetes Res 2016; 2016:5374931. [PMID: 27761472 PMCID: PMC5059557 DOI: 10.1155/2016/5374931] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 08/19/2016] [Accepted: 08/29/2016] [Indexed: 11/17/2022] Open
Abstract
We examined the real-world utilization and persistence of rapid acting insulin (RAI) in elderly patients with type 2 diabetes who added RAI to their drug (OAD) regimen. Insulin-naïve patients aged ≥65 years, with ≥1 OAD prescription during the baseline period, who were continuously enrolled in the US Humana Medicare Advantage insurance plan for 18 months and initiated RAI were included. Among patients with ≥2 RAI prescriptions (RAIp), persistence during the 12-month follow-up was assessed. Multivariate logistic regression analyses identified factors affecting RAI use and persistence. Of 3734 patients adding RAI to their OAD regimen, 2334 (62.5%) had a RAIp during follow-up. Factors associated with RAIp included using ≤2 OADs; cognitive impairment, basal insulin use during follow-up; and higher RAI out-of-pocket costs ($36 to <$56 versus $0 to $6.30). Patients were less likely to persist with RAI when on ≤2 OADs versus ≥3 OADs and when having higher RAI out-of-pocket costs ($36 to <$56 versus $0 to $6.30) and more likely to persist when they had cognitive impairment and basal insulin use during follow-up. Real-world persistence of RAI in insulin-naïve elderly patients with type 2 diabetes was very poor when RAI was added to an OAD regimen.
Collapse
Affiliation(s)
- Usha Sambamoorthi
- School of Pharmacy, West Virginia University, Morgantown, WV, USA
- *Usha Sambamoorthi:
| | - Arijita Deb
- School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | | | - Rahul Garg
- School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Tao Fan
- Sanofi US, Inc., Bridgewater, NJ, USA
| | | |
Collapse
|
96
|
Boye KS, Curtis SE, Lage MJ, Garcia-Perez LE. Associations between adherence and outcomes among older, type 2 diabetes patients: evidence from a Medicare Supplemental database. Patient Prefer Adherence 2016; 10:1573-81. [PMID: 27574406 PMCID: PMC4993402 DOI: 10.2147/ppa.s107543] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To examine the association between adherence to glucose-lowering agents and patient outcomes, including costs, acute-care resource utilization, and complications, in an older, type 2 diabetic population. DATA AND METHODS The study used Truven's Medicare Supplemental database from July 1, 2009 to June 30, 2014. Patients aged 65 years or older were included if they had at least two type 2 diabetes diagnoses and received a glucose-lowering agent from July 1, 2010 through June 30, 2011. Multivariable analyses examined the relationships among 3-year patient outcomes and levels of adherence, proxied by the proportion of days covered. Outcomes included all-cause medical costs, diabetes-related medical costs, acute-care resource utilization, and acute complications. RESULTS In this study (N=123,235), higher adherence was linked to reduced costs and improved health outcomes. For example, comparing an individual with adherence of proportion of days covered <20% to one with proportion of days covered ≥80% illustrates an average saving of $28,824 in total 3-year costs. Furthermore, a 1% increase in adherence among 1,000 patients was associated with all-cause savings of $65,464 over 3 years. The probability of a hospitalization, an emergency room (ER) visit, or an acute complication decreased monotonically as adherence levels got higher, as did the number of hospitalizations, ER visits, and days hospitalized (P<0.005). CONCLUSION Higher adherence was associated with substantially less need for acute care, as indicated by a lowered probability of hospitalization or ER use, a reduced risk of an acute complication, and a decreased number of hospitalizations, ER visits, and days hospitalized. Higher adherence was also generally associated with lower all-cause and diabetes-related total costs, despite higher drug costs. These lower total costs were driven by the diminished acute care and outpatient costs. Results suggest that higher glucose-lowering agent adherence is associated with significant benefits for payers and older patients with type 2 diabetes.
Collapse
Affiliation(s)
- Kristina Secnik Boye
- Global Patient Outcomes and Real World Evidence, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN
| | - Sarah E Curtis
- Global Patient Outcomes and Real World Evidence, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN
| | - Maureen J Lage
- HealthMetrics Outcomes Research, LLC, Bonita Springs, FL
- Correspondence: Maureen J Lage, HealthMetrics, Outcomes Research, 27576 River Reach Drive, Bonita Springs, FL 34134, USA, Tel +1 860 245 0685, Email,
| | - Luis-Emilio Garcia-Perez
- Global Medical Affairs, Lilly Diabetes, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| |
Collapse
|
97
|
The Distinct Prandial and Basal Pharmacodynamics of IDegAsp Observed in Younger Adults Are Preserved in Elderly Subjects with Type 1 Diabetes. Drugs Aging 2015; 32:583-90. [PMID: 26088815 PMCID: PMC4516859 DOI: 10.1007/s40266-015-0272-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Background Management of diabetes in elderly patients is complicated by the elevated risk of insulin-induced hypoglycaemia. This is the first study to report the pharmacodynamic and pharmacokinetic characteristics of IDegAsp (insulin degludec [IDeg]/insulin aspart [IAsp]), a soluble co-formulation of a long-acting basal insulin analogue (IDeg) and a rapid-acting insulin analogue (IAsp) in a single injection, in elderly and younger adult subjects with type 1 diabetes using a glucose clamp. Methods In this randomised, single-centre, double-blind, single-dose (SD), two-period, crossover trial, 15 elderly subjects (aged ≥65 years) and 13 younger adults (aged 18–35 years) with type 1 diabetes were randomly assigned to two SD administrations of 0.5 U/kg IDegAsp or biphasic insulin aspart 30 (control) followed by a 26-h euglycaemic glucose clamp and 120-h pharmacokinetic blood sampling. The glucose infusion rate (GIR) profiles were extrapolated to simulated steady-state (SS) conditions using pharmacodynamic models. Results IDegAsp GIR profiles showed a distinct peak and rapid onset of action from IAsp followed by a separate and flat basal action from IDeg. Mean 24-h area under the GIR curve was similar in elderly subjects vs. younger adults (mean ratio 1.01 [95 % confidence interval 0.69–1.47]). Simulated SS pharmacodynamic profiles with once-daily IDegAsp showed a parallel upshift in GIR profiles vs. SD profiles. The shape of the IDegAsp pharmacodynamic profile was retained with twice-daily dosing under simulated SS conditions. IDegAsp was well tolerated. Conclusions The distinct prandial and basal pharmacodynamics of IDegAsp observed in younger adults were preserved in elderly subjects with type 1 diabetes. The glucose-lowering effect of IDegAsp was similar in elderly subjects and younger adults with type 1 diabetes. Electronic supplementary material The online version of this article (doi:10.1007/s40266-015-0272-y) contains supplementary material, which is available to authorized users.
Collapse
|
98
|
Diabetes Management and Education in Older Adults: The Development of a National Consensus of Key Research Priorities. Can J Diabetes 2015; 40:31-4. [PMID: 26616558 DOI: 10.1016/j.jcjd.2015.08.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2015] [Accepted: 08/18/2015] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Diabetes in older adults is increasing in its prevalence and complexity. To date, little research has been done to inform current diabetes management, including education and support, in older adults in Canada. The objective of this interactive national workshop was to develop key research priorities for future research related to diabetes in older adults. METHODS Workshop participants comprised interprofessional healthcare providers, decision makers and policy makers from across Canada. Approximately 30 individuals attended an interactive 2-day meeting that included expert presentations and group consensus building using an electronic meeting system as well as nominal group techniques. RESULTS The results of the 2-day meeting found more than 50 ideas that were summarized into 5 overall themes, with 14 subquestions, reflecting areas such as 1) identifying relevant outcomes for patients, providers and decision makers; 2) diabetes prevention; 3) the impact of diabetes on older adults and informal caregivers; 4) risk assessment tools and 5) effective models of care across a variety of healthcare settings. CONCLUSIONS To date, this workshop is the first of its kind and follows suit with other international working groups and associations. The research priorities developed through consensus from this workshop set forward a research agenda for diabetes in older adults in Canada.
Collapse
|
99
|
Abbatecola AM, Bo M, Armellini F, D'Amico F, Desideri G, Falaschi P, Greco A, Guerrini G, Lattanzio F, Volpe C, Paolisso G. Tighter glycemic control is associated with ADL physical dependency losses in older patients using sulfonylureas or mitiglinides: Results from the DIMORA study. Metabolism 2015; 64:1500-6. [PMID: 26318195 DOI: 10.1016/j.metabol.2015.07.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Revised: 07/20/2015] [Accepted: 07/23/2015] [Indexed: 12/16/2022]
Abstract
BACKGROUND There is growing evidence that tight glycemic control may be more harmful than beneficial in older persons with Type 2 diabetes (T2DM). It remains controversial if tight glycemic control (lower glycated hemoglobin A1c (A1c)) is associated with functional impairments in older frail patients with T2DM. We explored associations between A1c and losses in Activities of Daily Living (ADLs) in diabetic nursing home (NH) patients and tested for differences according to anti-diabetic treatment: diet, anti-diabetic oral drug (AOD), insulin, combined insulin+AOD. METHODS We conducted a cross-sectional study on 1845 older NH patients with T2DM from 150 sites across Italy. Complete evaluations on ADLs, glycemic control, anti-diabetic treatments, comorbidities, and clinical data were recorded. ANOVA was applied to compare clinical characteristics across A1c tertiles. Multivariate regression models evaluated associations between A1c and ADL losses. RESULTS Patients had a mean age [SD]=82 [8] years; BMI=25.5 kg/m(2) [4.7]; Fasting Plasma Glucose (FPG)=7.4 [3.0] mmol/l; Post-prandial glucose (PPG)=10.3 [3.6] mmol/l; A1c=7.0% (54 mmol/mol), ADL losses=3.7 [1.8]. Compared to higher A1c tertiles, patients in the lower tertile had greater ADL losses, were more likely to use AODs, while less likely to use insulin or insulin+AOD. After adjusting for multiple confounders, impairments in ADLs were associated with tighter A1c levels (B=-0.014; p=0.002). Regression models according to anti-diabetic treatment showed that tighter A1c levels continued as independent determinants of ADL losses in patients using AODs (B=-0.023; p=0.001), particularly in those using sulfonylureas (B=-0.043; p<0.001) or mitiglinides (B=-0.044; p=0.050). CONCLUSIONS Tighter glycemic control was associated with ADL physical dependency losses, especially in those using sulfonylureas and mitiglinides.
Collapse
Affiliation(s)
| | - Mario Bo
- University of Turin, Geriatric Section, Department of Medical Sciences, San Giovanni Battista Hospital, Turin, Italy
| | | | | | | | | | - Antonio Greco
- Geriatric Unit and Gerontology-Geriatrics Research Laboratory, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo (FG), Italy
| | | | - Fabrizia Lattanzio
- Italian National Research Center on Aging (INRCA), Scientific Direction, Ancona, Italy
| | | | - Giuseppe Paolisso
- Second University of Naples, Department of Medical, Surgical, Neurological, Metabolic and Geriatric Sciences, Naples, Italy
| |
Collapse
|
100
|
Sherifali D, Bai JW, Kenny M, Warren R, Ali MU. Diabetes self-management programmes in older adults: a systematic review and meta-analysis. Diabet Med 2015; 32:1404-14. [PMID: 25865179 DOI: 10.1111/dme.12780] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/08/2015] [Indexed: 01/21/2023]
Abstract
AIM The evidence for self-management programmes in older adults varies in methodological approaches, and disease criteria. Using predetermined methodological criteria, we evaluated the effect of diabetes-specific self-management programme interventions in older adults. METHODS The EMBASE, MEDLINE and Cochrane Central Register of Controlled Trials databases were searched from January 1980 to November 2013, as were reference lists from systematic reviews, meta-analyses and clinical practice guidelines. A total of 13 trials met the selection criteria, which included 4517 older adult participants; 2361 participants randomized to a diabetes self-management programme and 2156 to usual care. RESULTS The pooled effect on HbA(1c) was a reduction of -2 mmol/mol (-0.2%; 95% CI -0.3 to -0.1); tailored interventions [-3 mmol/mol (-0.2%; 95% CI -0.4 to -0.1)] or programmes with a psychological emphasis [-3 mmol/mol (-0.2; 95% CI -0.4 to -0.1)] were most effective. A pooled treatment effect on total cholesterol was a 5.81 mg/dl reduction (95% CI -10.33 to -1.29) and non-significant reductions in systolic and diastolic blood pressure. CONCLUSIONS Diabetes self-management programmes for older adults demonstrate a small reduction in HbA(1c), lipids and blood pressure. These findings may be of greater clinical relevance when offered in conjunction with other therapies.
Collapse
Affiliation(s)
- D Sherifali
- Faculty of Health Sciences, McMaster University
- Diabetes Care and Research Program, Hamilton Health Sciences
- McMaster Evidence Review and Synthesis Centre, (MERSC), McMaster University, Hamilton, Ontario, Canada
| | - J-W Bai
- Faculty of Health Sciences, McMaster University
| | - M Kenny
- McMaster Evidence Review and Synthesis Centre, (MERSC), McMaster University, Hamilton, Ontario, Canada
| | - R Warren
- McMaster Evidence Review and Synthesis Centre, (MERSC), McMaster University, Hamilton, Ontario, Canada
| | - M U Ali
- McMaster Evidence Review and Synthesis Centre, (MERSC), McMaster University, Hamilton, Ontario, Canada
| |
Collapse
|