1
|
Miyazawa I, Yokoyama H, Yagi N, Araki SI, Morino K, Kume S, Shirabe S, Yamazaki K, Maegawa H. Annual trends in glycemic control and prescribing patterns in diabetic treatment according to age in Japanese patients with type 2 diabetes between 2012 and 2019 (JDDM 71). Diabetes Res Clin Pract 2023; 198:110599. [PMID: 36849048 DOI: 10.1016/j.diabres.2023.110599] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 02/12/2023] [Accepted: 02/22/2023] [Indexed: 02/27/2023]
Abstract
AIMS This study aimed to evaluate changes in glycemic control and diabetes treatment by age group in Japanese patients with type 2 diabetes. METHODS The study included the results of approximately 40,000 patients/year using cross-sectional and retrospective analyses from 2012 to 2019. RESULTS There was little change in the glycemic control status in all age groups during the study period. However, by age group, patients aged ≤ 44 years continued to have the highest glycated hemoglobinA1c (HbA1c) values during the study period (7.4 % ± 1.7 % in 2012 and 7.4 % ± 1.5 % in 2019), especially in insulin-treated patients (8.3 % ± 1.9 % in 2012 and 8.4 % ± 1.8 % in 2019). Biguanides and dipeptidyl peptidase-4 inhibitors were widely prescribed. Sulfonylurea and insulin use showed a decreasing trend, but older patients had a higher percentage of prescriptions. Sodium glucose transporter 2 inhibitors were prescribed rapidly, especially in younger patients. CONCLUSIONS There were no obvious changes in glycemic control over time in the study period. The mean HbA1c level was higher in younger patients, which suggested that improvement is required. In older patients, there was a trend toward greater emphasis on management to avoid hypoglycemia. Different treatment strategies based on age showed different drug choices.
Collapse
Affiliation(s)
- Itsuko Miyazawa
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga 520-2192, Japan; Education Center for Medicine and Nursing, Shiga University of Medical Science, Otsu, Shiga 520-2192, Japan.
| | - Hiroki Yokoyama
- Internal Medicine, Jiyugaoka Medical Clinic, Hokkaido Obihiro, Hokkaido 080-0016, Japan
| | | | - Shin-Ichi Araki
- Department of Internal Medicine, Division of Nephrology, Wakayama Medical University, Wakayama, Wakayama 641-8509, Japan
| | - Katsutaro Morino
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga 520-2192, Japan; Institutional Research Office, Shiga University of Medical Science, Otsu, Shiga 520-2192, Japan
| | - Shinji Kume
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga 520-2192, Japan
| | | | | | - Hiroshi Maegawa
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga 520-2192, Japan; Yasu City Hospital, Yasu, Shiga 520-2331, Japan
| |
Collapse
|
2
|
Secular trends in the prevalence, incidence, and progression of diabetic retinopathy: the Hisayama Study. Graefes Arch Clin Exp Ophthalmol 2023; 261:641-649. [PMID: 36151342 DOI: 10.1007/s00417-022-05839-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 09/08/2022] [Accepted: 09/13/2022] [Indexed: 11/04/2022] Open
Abstract
PURPOSE To examine the secular trends in the prevalence, incidence, and progression rates of diabetic retinopathy (DR) in a Japanese community. METHODS Community-dwelling Japanese residents aged ≥ 40 years with diabetes participated in comprehensive systemic and ophthalmological surveys, including an examination for DR, in 1998 (n = 220), 2007 (n = 511), 2012 (n = 515), and 2017 (n = 560). DR was assessed using colour fundus photographs after pupil dilation according to the modified Airlie House classification system. To compare the frequencies of newly developed or progressed DR between the studied decades, two eye cohorts were established (the 2000s cohort included 145 participants examined in 1998 and 2007; the 2010s cohort included 255 participants examined in 2007, 2012, and 2017). Trends in the prevalence, incidence, and progression rate of DR were tested by logistic regression analysis with a generalised estimating equation. RESULTS The age-adjusted prevalence of DR among individuals with diabetes decreased significantly with time from 1998 to 2017 (27.4% in 1998, 22.8% in 2007, 12.8% in 2012, and 6.4% in 2017; p for trend < 0.001). During this period, the prevalence of DR was decreasing in every haemoglobin A1c category, but it remained constant in the high systolic blood pressure category. In addition, the rates of new-onset of DR were significantly lower in the 2010s compared to the 2000s (p < 0.001). CONCLUSION Our findings suggest that the prevalence and incidence of DR among diabetic people significantly decreased with time over the past two decades in a general Japanese population.
Collapse
|
3
|
Nakagawa Y, Toyoda M, Saito N, Kaneyama N, Shimizu T, Mabuchi T, Fukagawa M. Clinical Phenotypes and the Clinical Course of Bullous Pemphigoid Receiving Dipeptidyl Pepitidase-4 Inhibitor Treatment: An Analysis of Cases in a Single Japanese Center. Intern Med 2022. [PMID: 36328578 DOI: 10.2169/internalmedicine.0815-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Objective Several studies have shown an increased risk of bullous pemphigoid (BP) when receiving dipeptidyl pepitidase-4 inhibitor (DPP-4i) treatment. The present study explored the associations of DPP-4i treatment with the clinical phenotypes and clinical course of BP. Methods We analyzed data of 146 patients with BP at Tokai University School of Medicine from December 1, 2009, to December 31, 2021. We obtained data by a retrospective medical record review and compared the bullous pemphigoid disease area index (BPDAI) between diabetes patients receiving DPP-4i treatment and those not receiving DPP-4i treatment. We employed multivariable linear regression models to explore the association between the DPP-4i treatment and the BPDAI scores. Results Among 53 BP patients with diabetes, 33 had developed BP during treatment with DPP-4i agents, among which vildagliptin was the most frequently used. The urticaria/erythema scores of the BPDAI were significantly lower in patients who developed BP while receiving DPP-4i treatment than among others. Of note, 69.2% of the patients who stopped DPP-4i treatment experienced complete remission, and the clinical course was more favorable in patients with lower scores for urticaria/erythema than among others. Conclusion These findings suggest that, in patients who developed BP while receiving DPP-4i treatment, a noninflammatory phenotype may indicate a high likelihood that DPP-4i treatment contributes to the development of BP. The discontinuation of DPP-4i should be carefully considered in close consultation with dermatologists.
Collapse
Affiliation(s)
- Yosuke Nakagawa
- Division of Nephrology, Endocrinology and Metabolism, Tokai University School of Medicine, Japan
| | - Masao Toyoda
- Division of Nephrology, Endocrinology and Metabolism, Tokai University School of Medicine, Japan
| | - Nobumichi Saito
- Division of Nephrology, Endocrinology and Metabolism, Tokai University School of Medicine, Japan
| | - Noriko Kaneyama
- Division of Nephrology, Endocrinology and Metabolism, Tokai University School of Medicine, Japan
| | - Tomomichi Shimizu
- Department of Dermatology, Tokai University School of Medicine, Japan
| | - Tomotaka Mabuchi
- Department of Dermatology, Tokai University School of Medicine, Japan
| | - Masafumi Fukagawa
- Division of Nephrology, Endocrinology and Metabolism, Tokai University School of Medicine, Japan
| |
Collapse
|
4
|
Shirabe S, Yamazaki K, Oishi M, Arai K, Yagi N, Sato M, Takeuchi M, Kai T, Maegawa H. Changes in prescription patterns and doses of oral antidiabetic drugs in Japanese patients with type 2 diabetes (JDDM70). J Diabetes Investig 2022; 14:75-80. [PMID: 36268571 PMCID: PMC9807151 DOI: 10.1111/jdi.13922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 09/13/2022] [Accepted: 09/23/2022] [Indexed: 01/07/2023] Open
Abstract
We assessed the prescription patterns of oral antidiabetic drugs in Japanese patients with type 2 diabetes between 2002 and 2020 using data from the Computerized Diabetes Care database. Among 172,960 patients treated with oral antidiabetic drugs, both the sulfonylurea prescription rate and dose decreased from 2002 to 2020. Prescriptions of biguanides, dipeptidyl peptidase-4 inhibitors and sodium-glucose cotransporter 2 inhibitors increased; their dose and dose frequency remained relatively stable. Trends in oral antidiabetic drug prescriptions changed over time, reflecting guideline recommendations and existing evidence.
Collapse
Affiliation(s)
| | | | | | | | | | - Manaka Sato
- Japan Drug Development and Medical AffairsEli Lilly Japan K.KHyogoJapan
| | - Masakazu Takeuchi
- Japan Drug Development and Medical AffairsEli Lilly Japan K.KHyogoJapan
| | - Takahito Kai
- Japan Drug Development and Medical AffairsEli Lilly Japan K.KHyogoJapan
| | | |
Collapse
|
5
|
Hassanein M, Akbar MAJ, Al-Shamiri M, Amir A, Amod A, Chudleigh R, Elhadd T, Heshmat H, Jibani M, Al Saleh YM. Management of Diabetes and Hypertension within the Gulf Region: Updates on Treatment Practices and Therapies. Diabetes Ther 2022; 13:1253-1280. [PMID: 35679010 PMCID: PMC9178531 DOI: 10.1007/s13300-022-01282-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 05/17/2022] [Indexed: 11/20/2022] Open
Abstract
Cardiovascular disease (CVD) is a leading cause of death globally, driven by the high rates of risk factors, such as diabetes and hypertension. As the prevalence of these risk factors is particularly high in the Gulf region, better diagnosis and management of type 2 diabetes (T2D) and hypertension has the potential to dramatically reduce adverse cardiovascular outcomes for individuals in that part of the world. This article provides a summary of presentations made during the EVIDENT summit, a virtual symposium on Evidence in Diabetes and Hypertension, held in September 2021, including a review of the various guidelines for both T2D and hypertension, as well as recent findings relevant to the safety and efficacy for therapies relating to these conditions. Of relevance to the Gulf region, the risk of hypoglycaemia with sulfonylureas during Ramadan was reviewed. For the management of T2D, sulfonylureas have been a long-standing medication used to achieve glycaemic control; however, differences have emerged between early and later generations, with recent studies suggesting improvements in the safety profiles of late-generation sulfonylureas. For patients with hypertension, incremental therapy changes are recommended to reduce the risk of cardiovascular complications that are associated with increasing blood pressure. For first-line therapy, angiotensin-converting enzyme inhibitors (ACEi), such as perindopril, have been demonstrated to reduce the risk of cardiovascular and all-cause mortality. The addition of calcium channel blockers and diuretics to ACEi has been shown to be effective in patients with poorly controlled hypertension. The different renin-angiotensin-aldosterone system inhibitors are reviewed, and the benefit of combination therapies, including amlodipine and indapamide in patients with difficult-to-control hypertension, is investigated. The benefits of lifestyle modifications for these patients are also discussed, with important clinical considerations that are expected to inform patient management in daily clinical practice.
Collapse
Affiliation(s)
- Mohamed Hassanein
- Endocrine Department, Dubai Hospital/Dubai Health Authority, Alkhaleej Road, PO Box 7272, Dubai, United Arab Emirates.
- Gulf Medical University, Ajman, United Arab Emirates.
| | | | - Mostafa Al-Shamiri
- Cardiac Sciences Department, Medical College, King Saud University, Riyadh, Saudi Arabia
| | - Ashraf Amir
- International Medical Center Hospital (IMC), Jeddah, Saudi Arabia
| | - Aslam Amod
- Nelson R. Mandela School of Medicine & Life Chatsmed Garden Hospital, Durban, South Africa
| | | | | | - Hussien Heshmat
- Cardiology Department, Cairo University, Cairo, Egypt
- Fujairah Hospital Emirates Health Service, Fujairah, United Arab Emirates
| | | | - Yousef M Al Saleh
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, 22490, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, 11481, Saudi Arabia
- Department of Medicine, King Abdulaziz Medical City, Ministry of National Gurad Health Affairs, Riyadh, 14611, Saudi Arabia
| |
Collapse
|
6
|
Luo A, Ning P, Lu H, Huang H, Shen Q, Zhang D, Xu F, Yang L, Xu Y. Association Between Metformin and Alzheimer's Disease: A Systematic Review and Meta-Analysis of Clinical Observational Studies. J Alzheimers Dis 2022; 88:1311-1323. [PMID: 35786654 DOI: 10.3233/jad-220180] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND As one of the widely used drugs for the management of type 2 diabetes mellites (T2DM), metformin is increasingly believed to delay cognitive deterioration and therapeutically for Alzheimer's disease (AD) patients especially those with T2DM. However, studies of the potential neuroprotective effects of metformin in AD patients have reported contradictory results. OBJECTIVE This study aimed to evaluate the association between metformin and the risk of developing AD. METHODS We systematically searched the PubMed, EMBASE, Web of Science, Cochrane Central Register of Controlled Trials, and ClinicalTrials.gov databases to identify clinical observational studies on the relationship between AD risk and metformin use published before December 20, 2021. Two investigators independently screened records, extracted data, and assessed the quality of the studies. Pooled odds ratios (ORs) and corresponding 95% confidence intervals (CIs) were calculated using random-effect models. RESULTS After screening a total of 1,670 records, we included 10 studies involving 229,110 participants. The meta-analysis showed no significant association between AD incidence and metformin exposure (OR 1.17, 95% CI 0.88-1.56, p = 0.291). However, subgroup analysis showed that among Asians, the risk of AD was significantly higher among metformin users than those who did not (OR 1.71, 95% CI 1.24-2.37, p = 0.001). CONCLUSION The available evidence does not support the idea that metformin reduces risk of AD, and it may, in fact, increase the risk in Asians. Further well-designed randomized controlled trials are required to understand the role played by metformin and other antidiabetic drugs in the prevention of AD and other neurodegenerative diseases.
Collapse
Affiliation(s)
- Anling Luo
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, P.R. China
| | - Pingping Ning
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, P.R. China
| | - Haitao Lu
- Department of Neurology, Third People's Hospital of Chengdu, Chengdu, Sichuan Province, P.R. China
| | - Hongyan Huang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, P.R. China
| | - Qiuyan Shen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, P.R. China
| | - Dan Zhang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, P.R. China
| | - Fang Xu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, P.R. China
| | - Li Yang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, P.R. China
| | - Yanming Xu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, P.R. China
| |
Collapse
|
7
|
Sreelal TP, Thulaseedharan JV, Nair S, Ravindran RM, Vijayakumar K, Varma RP. Hypertension control in Kerala, India: a prescription-based study at primary and secondary level health care institutions. Indian Heart J 2022; 74:296-301. [PMID: 35644270 PMCID: PMC9453055 DOI: 10.1016/j.ihj.2022.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 05/18/2022] [Accepted: 05/25/2022] [Indexed: 11/24/2022] Open
Abstract
Objective We undertook a prescription-based study to identify the provider and institution-level factors related to achieving guideline-recommended control of hypertension and diabetes mellitus in Kerala, India. Methods This cross-sectional study in primary and secondary care hospitals in Kerala included both public and private institutions. One practitioner was selected from each institution. Data on institutional and provider factors were collected using a structured questionnaire. Prescriptions were photographically captured and data on disease status and drugs prescribed were recorded. Factors associated with disease control were identified using binary logistic regression. Results Totally 4679 prescriptions were included for analysis. For hypertension-only patients, control levels were 31.5% and was significantly higher in public hospitals (Adjusted odds ratio (AOR) 1.96, 95% confidence intervals (CI) 1.50–2.57). Among patients with diabetes only, diabetes control was seen in 36.6%. When both conditions were present, control was achieved in only 17.0% patients. Being prescribed two or more drugs indicated lower control, whatever the respective condition. Among antihypertensive prescriptions rationality of 26.7% were questioned, such as lack of Renin Angiotensin System (RAS) inhibitor in diabetic hypertensives, dual RAS blockage, and indication for beta-blocker monotherapy. Conclusions In this prescription-based study in Kerala, India, a majority of hypertensive patients did not have controlled blood pressure levels, particularly if diabetes coexisted. This has serious implications as Kerala is the state with the highest burden of hypertension in India. Several prescription patterns were of questionable rationality. Further research and actions on rationality of anti-hypertensive prescriptions and barriers to treatment intensification is warranted.
Collapse
Affiliation(s)
- Thekkumkara Prabhakaran Sreelal
- DM Wayanad Institute of Medical Sciences (WIMS) Medical College, Wayanad, Kerala, 673577, India; Health Action by People, Thiruvananthapuram, Kerala, 695011, India
| | - Jissa Vinoda Thulaseedharan
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, Kerala, 695011, India
| | - Sanjeev Nair
- Department of Pulmonary Medicine, Government Medical College, Thrissur, Kerala, 680596, India; Health Action by People, Thiruvananthapuram, Kerala, 695011, India
| | - Rekha Melathuparambil Ravindran
- State Health Systems Resource Centre - Kerala, Thiruvananthapuram, Kerala, 695014, India; Health Action by People, Thiruvananthapuram, Kerala, 695011, India
| | | | - Ravi Prasad Varma
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, Kerala, 695011, India; Health Action by People, Thiruvananthapuram, Kerala, 695011, India.
| |
Collapse
|
8
|
Yokoyama H, Araki SI, Yamazaki K, Kawai K, Shirabe SI, Oishi M, Kanatsuka A, Yagi N, Kabata D, Shintani A, Maegawa H. Trends in glycemic control in patients with insulin therapy compared with non-insulin or no drugs in type 2 diabetes in Japan: a long-term view of real-world treatment between 2002 and 2018 (JDDM 66). BMJ Open Diabetes Res Care 2022; 10:10/3/e002727. [PMID: 35504696 PMCID: PMC9066475 DOI: 10.1136/bmjdrc-2021-002727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 03/06/2022] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION We investigated trends in the proportion of diabetes treatment and glycemic control, which may be altered by recent advances in insulin and non-insulin drugs, in Japanese patients with type 2 diabetes. RESEARCH DESIGN AND METHODS A serial cross-sectional study was performed using a multicenter large-population database from the Japan Diabetes Clinical Data Management study group. Patients with type 2 diabetes who attended clinics belonging to the study group between 2002 and 2018 were included to examine trends in glycated hemoglobin A1c (HbA1c) by treatment group using multivariable non-linear regression model. RESULTS The proportion of patients with insulin only decreased from 15.0% to 3.6%, patients with insulin+non-insulin drugs increased from 8.1% to 15.1%, patients with non-insulin drugs increased from 50.8% to 67.0%, and those with no drugs decreased from 26.1% to 14.4% from 2002 to 2018, respectively. The HbA1c levels of each group, except for no drugs, continued to decrease until 2014 (unadjusted mean HbA1c (%) from 2002 to 2014: from 7.89 to 7.45 for insulin only, from 8.09 to 7.63 for insulin+non-insulin, and from 7.51 to 6.98 for non-insulin) and remained unchanged thereafter. Among insulin-treated patients, use of human insulin decreased, use of long-acting analog insulin increased, and concomitant use of non-insulin drugs increased (from 35.1% in 2002 to 80.9% in 2018), which included increased use of dipeptidyl peptidase 4 inhibitors, sodium-glucose cotransporter 2 inhibitors, and glucagon-like peptide 1 receptor agonists, and the persistently high use of metformin. CONCLUSIONS During the past two decades, combined use of insulin and non-insulin drugs increased and glycemic control improved and leveled off after 2014 in Japanese patients with type 2 diabetes. Further studies of the trend in association with age and factors related to metabolic syndrome are necessary to investigate strategies aiming at personalized medicine in diabetes care.
Collapse
Affiliation(s)
| | - Shin-Ichi Araki
- Department of Internal Medicine, Division of Nephrology, Wakayama Medical University, Wakayama, Japan
| | | | | | | | | | | | | | - Daijiro Kabata
- Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Ayumi Shintani
- Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan
| | - Hiroshi Maegawa
- Department of Medicine, Shiga University of Medical Science, Otsu, Japan
| |
Collapse
|
9
|
Fujiwara M, Shimizu M, Maejima Y, Shimomura K. Efficacy of SGLT2 inhibitors as additional treatment in Japanese type 2 diabetic patients: second or third choice? BMC Res Notes 2022; 15:120. [PMID: 35351190 PMCID: PMC8962121 DOI: 10.1186/s13104-022-06010-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 03/17/2022] [Indexed: 11/10/2022] Open
Abstract
Objectives Due to the increase of type 2 diabetes (T2D), the number of patients in treatment with multiple anti-diabetic agents is increased. According to the recent recommendation of treatment guidelines, sodium-glucose cotransporter 2 (SGLT2) inhibitors would be used as additional treatment to the currently administered anti-diabetic drugs for poorly controlled T2D patients. Here, we assessed the efficacy of SGLT2 inhibitors added to the current treatment with metformin, dipeptidyl peptidase-4 (DPP4) inhibitors, or both in Japanese T2D patients. Results Japanese T2D subjects with poor glucose control, who were treated with metformin (n = 10), DPP4 inhibitors (n = 11), or both (n = 28) and who were in need of additional treatment, were recruited. HbA1c levels before and 6 months after addition of SGLT2 inhibitor treatment were used to compare the effectiveness. The HbA1c levels after addition of SGLT2 inhibitors significantly decreased in all groups. The change in HbA1c levels (delta HbA1c) showed no significant difference between the three groups. The present data indicated that addition of SGLT2 inhibitors to metformin and/or DPP4 inhibitors is equally effective in the treatment of Japanese T2D patients.
Collapse
Affiliation(s)
- Makoto Fujiwara
- Department of Diabetes, Endocrinology and Metabolism, Tsukuba Medical Center, Ibaragi, Japan.,Department of Bioregulation and Pharmacological Medicine, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, 960-1295, Japan
| | - Masaru Shimizu
- Department of Bioregulation and Pharmacological Medicine, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, 960-1295, Japan.,Department of Neurology, Matsumura General Hospital, Fukushima, Japan
| | - Yuko Maejima
- Department of Bioregulation and Pharmacological Medicine, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, 960-1295, Japan
| | - Kenju Shimomura
- Department of Bioregulation and Pharmacological Medicine, Fukushima Medical University School of Medicine, 1 Hikarigaoka, Fukushima, 960-1295, Japan.
| |
Collapse
|
10
|
Yagi N, Komiya I, Arai K, Oishi M, Fukumoto Y, Shirabe S, Yokoyama H, Yamazaki K, Sugimoto H, Maegawa H. Current status of oral antidiabetic drug prescribing patterns based on the body mass index for Japanese type 2 diabetes mellitus patients and yearly changes in diabetologists' prescribing patterns from 2002 to 2019 (JDDM61). J Diabetes Investig 2022; 13:65-73. [PMID: 34191401 PMCID: PMC8756302 DOI: 10.1111/jdi.13621] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 06/18/2021] [Accepted: 06/27/2021] [Indexed: 01/12/2023] Open
Abstract
AIMS/INTRODUCTION Type 2 diabetes mellitus is caused by a relative imbalance between insulin secretion and sensitivity related to the body mass index (BMI). Seven categories of oral antidiabetic drugs (OADs) are available in Japan. It is important to assess the OAD utilization patterns based on patients' BMI levels. MATERIALS AND METHODS OAD prescribing patterns from 2002 to 2019 were analyzed using the data collected in the computerized diabetes care database provided by the Japan Diabetes Clinical Data Management Study Group; OAD utilization patterns in 25,751 OAD-treated type 2 diabetes mellitus patients registered in 2019 were analyzed after classifying them into five categories of BMI. RESULTS Comparing OAD usage between 2002 and 2019, sulfonylureas decreased from 44.5 to 23.2%, and biguanides (BGs) increased from 19.3 to 50.3%. Dipeptidyl peptidase-4 inhibitors (DPP4is) increased to 56.9% in 2019. Sodium-glucose cotransporter 2 inhibitors (SGLT2is) increased to 23.6% in 2019. About 90% of type 2 diabetes mellitus patients had BMI < 30 kg/m2 . DPP4is were the most used OADs in 2019. When BMI exceeded 30 kg/m2 , use of BGs and sodium-glucose cotransporter 2 inhibitors increased, and use of sulfonylureas and DPP4is decreased. Although DPP4is were the most used OADs for patients with BMI <30 kg/m2 , they were the third most prescribed OADs for patients with BMI >35 kg/m2 after BGs and sodium-glucose cotransporter 2 inhibitors . CONCLUSIONS DPP4i usage was as high as that of BG in the analysis of Japanese type 2 diabetes mellitus patients with relatively low BMI. This was considered to be a treatment option appropriate for the pathophysiology in Japanese patients.
Collapse
Affiliation(s)
| | - Ichiro Komiya
- Yagi Medical ClinicOkinawaJapan
- Department of Internal MedicineOkinawa Medical HospitalOkinawaJapan
| | | | | | | | | | | | | | | | - Hiroshi Maegawa
- Department of MedicineShiga University of Medical ScienceShigaJapan
| | | |
Collapse
|
11
|
Takahara M. Diabetes Mellitus and Lower Extremity Peripheral Artery Disease. JMA J 2021; 4:225-231. [PMID: 34414316 PMCID: PMC8355746 DOI: 10.31662/jmaj.2021-0042] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 03/22/2021] [Indexed: 12/24/2022] Open
Abstract
Lower extremity peripheral artery disease, or often simply called peripheral artery disease (PAD), is a common cardiovascular disease, as coronary artery disease is. Atherosclerotic disease of the arteries of the lower extremity, or arteriosclerosis obliterans, accounts for the vast majority of PAD today. Rest pain, nonhealing ulcers, and gangrenes associated with chronic ischemia (i.e., Fontaine stage III and IV or Rutherford category 4 to 6) are referred to as chronic limb-threatening ischemia (CLTI), formally called critical limb ischemia (CLI). This narrative review focuses on atherosclerotic PAD, especially CLTI, mainly highlighting its link with diabetes mellitus (DM). This article will first overview the clinical impact of DM in patients with symptomatic PAD and that of symptomatic PAD in patients with DM, followed by the clinical features of CLTI, which will be discussed from a viewpoint of its prognosis, patient profile, onset, and seasonality. DM poses a great clinical impact on CLTI, and vice versa. Patient profile appears different between DM patients complicated with CLTI and the general population with DM. Furthermore, although CLTI is pathologically rooted in atherosclerosis as is acute coronary syndrome (ACS), CLTI has considerably different clinical features compared with ACS. CLTI has an extremely poor prognosis even after revascularization, and there is ample room for improvement in terms of its prognosis. Some measures might be needed in healthcare and clinical settings before revascularization: e.g., DM control and regular ischemia risk evaluation before CLTI onset, proper diagnosis at CLTI onset, and prompt referral to a vascular specialist after CLTI onset, although its evidence is still scanty. Piling up evidence of patients with CLTI, by patients with CLTI, and for patients with CLTI is needed.
Collapse
Affiliation(s)
- Mitsuyoshi Takahara
- Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, Suita, Japan
| |
Collapse
|
12
|
Arai K, Nishikawa T, Shirabe SI, Matsuzawa Y, Ohtsu S, Yuasa S, Hirao K, Mori H. Cross sectional study on proportion of sulfonylureas among various oral antidiabetic drugs using for Japanese patients with type 2 diabetes, analyzed from NSAID Study-2. Diabetol Int 2021; 13:169-176. [DOI: 10.1007/s13340-021-00520-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 06/29/2021] [Indexed: 11/30/2022]
|
13
|
Maegawa H, Ishigaki Y, Langer J, Saotome‐Nakamura A, Andersen M. Clinical inertia in patients with type 2 diabetes treated with oral antidiabetic drugs: Results from a Japanese cohort study (JDDM53). J Diabetes Investig 2021; 12:374-381. [PMID: 32643314 PMCID: PMC7926254 DOI: 10.1111/jdi.13352] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 06/30/2020] [Accepted: 07/05/2020] [Indexed: 12/17/2022] Open
Abstract
AIMS/INTRODUCTION Treatment intensification is commonly delayed in people with type 2 diabetes, resulting in poor glycemic control for an unacceptable length of time and increased risk of complications. MATERIALS AND METHODS This retrospective study investigated clinical inertia in 33,320 Japanese adults with type 2 diabetes treated with oral antidiabetic drugs (OADs) between 2009 and 2018, using data from the Computerized Diabetes Care (CoDiC® ) database. RESULTS The median time from first reported glycated hemoglobin (HbA1c) ≥7.0% (≥53 mmol/mol) to treatment intensification was considerably longer and HbA1c levels were higher the more OADs the patient was exposed to. For patients receiving three OADs, the median times from HbA1c ≥7.0% (53 mmol/mol) to intensification with OAD, glucagon-like peptide-1 receptor agonist or insulin were 8.1, 9.1 and 6.7 months, with a mean HbA1c level at the time of intensification of 8.4%, 8.9% and 9.3%, respectively. The cumulative incidence for time since the first reported HbA1c ≥7.0% (≥53 mmol/mol) to intensification confirmed the existence of clinical inertia, identifying patients whose treatment was not intensified despite poor glycemic control. HbA1c levels ≥7.0% (≥53 mmol/mol) after ≥6 months on one, two or three OADs were observed in 42%, 51% and 58% of patients, respectively, showing that approximately 50% of patients are above HbA1c target regardless of how many OADs they take. CONCLUSIONS Real-world data here show clinical inertia in Japanese adults with type 2 diabetes from early diabetes stages when they are receiving OADs, and illustrate a need for earlier, more effective OADs or injectable treatment intensification and better communication around the existence of clinical inertia.
Collapse
Affiliation(s)
- Hiroshi Maegawa
- Department of MedicineShiga University of Medical ScienceOtsuJapan
| | - Yasushi Ishigaki
- Department of Internal MedicineIwate Medical UniversityMoriokaJapan
| | | | | | | | | |
Collapse
|
14
|
Fujihara K, Matsubayashi Y, Harada Yamada M, Yamamoto M, Iizuka T, Miyamura K, Hasegawa Y, Maegawa H, Kodama S, Yamazaki T, Sone H. Machine Learning Approach to Decision Making for Insulin Initiation in Japanese Patients With Type 2 Diabetes (JDDM 58): Model Development and Validation Study. JMIR Med Inform 2021; 9:e22148. [PMID: 33502325 PMCID: PMC7875702 DOI: 10.2196/22148] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 11/23/2020] [Accepted: 12/12/2020] [Indexed: 12/21/2022] Open
Abstract
Background Applications of machine learning for the early detection of diseases for which a clear-cut diagnostic gold standard exists have been evaluated. However, little is known about the usefulness of machine learning approaches in the decision-making process for decisions such as insulin initiation by diabetes specialists for which no absolute standards exist in clinical settings. Objective The objectives of this study were to examine the ability of machine learning models to predict insulin initiation by specialists and whether the machine learning approach could support decision making by general physicians for insulin initiation in patients with type 2 diabetes. Methods Data from patients prescribed hypoglycemic agents from December 2009 to March 2015 were extracted from diabetes specialists’ registries, resulting in a sample size of 4860 patients who had received initial monotherapy with either insulin (n=293) or noninsulin (n=4567). Neural network output was insulin initiation ranging from 0 to 1 with a cutoff of >0.5 for the dichotomous classification. Accuracy, recall, and area under the receiver operating characteristic curve (AUC) were calculated to compare the ability of machine learning models to make decisions regarding insulin initiation to the decision-making ability of logistic regression and general physicians. By comparing the decision-making ability of machine learning and logistic regression to that of general physicians, 7 cases were chosen based on patient information as the gold standard based on the agreement of 8 of the 9 specialists. Results The AUCs, accuracy, and recall of logistic regression were higher than those of machine learning (AUCs of 0.89-0.90 for logistic regression versus 0.67-0.74 for machine learning). When the examination was limited to cases receiving insulin, discrimination by machine learning was similar to that of logistic regression analysis (recall of 0.05-0.68 for logistic regression versus 0.11-0.52 for machine learning). Accuracies of logistic regression, a machine learning model (downsampling ratio of 1:8), and general physicians were 0.80, 0.70, and 0.66, respectively, for 43 randomly selected cases. For the 7 gold standard cases, the accuracies of logistic regression and the machine learning model were 1.00 and 0.86, respectively, with a downsampling ratio of 1:8, which were higher than the accuracy of general physicians (ie, 0.43). Conclusions Although we found no superior performance of machine learning over logistic regression, machine learning had higher accuracy in prediction of insulin initiation than general physicians, defined by diabetes specialists’ choice of the gold standard. Further study is needed before the use of machine learning–based decision support systems for insulin initiation can be incorporated into clinical practice.
Collapse
Affiliation(s)
- Kazuya Fujihara
- Department of Internal Medicine, Faculty of Medicine, Niigata University, Niigata, Japan
| | - Yasuhiro Matsubayashi
- Department of Internal Medicine, Faculty of Medicine, Niigata University, Niigata, Japan
| | - Mayuko Harada Yamada
- Department of Internal Medicine, Faculty of Medicine, Niigata University, Niigata, Japan
| | - Masahiko Yamamoto
- Department of Internal Medicine, Faculty of Medicine, Niigata University, Niigata, Japan
| | | | | | | | - Hiroshi Maegawa
- Department of Internal Medicine, Shiga University of Medical Science, Shiga, Japan
| | - Satoru Kodama
- Department of Internal Medicine, Faculty of Medicine, Niigata University, Niigata, Japan
| | | | - Hirohito Sone
- Department of Internal Medicine, Faculty of Medicine, Niigata University, Niigata, Japan
| |
Collapse
|
15
|
Yang A, Wu H, Lau ESH, Ma RCW, Kong APS, So WY, Luk AOY, Chan JCN, Chow E. Trends in Glucose-Lowering Drug Use, Glycemic Control, and Severe Hypoglycemia in Adults With Diabetes in Hong Kong, 2002-2016. Diabetes Care 2020; 43:2967-2974. [PMID: 33046501 DOI: 10.2337/dc20-0260] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 09/14/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE There has been a shift toward new classes of glucose-lowering drugs (GLDs) in the past decade but no improvements in glycemic control or hospitalization rates due to severe hypoglycemia (SH) in previous surveys. We examined trends in GLDs use, glycemic control, and SH rate among patients with diabetes in Hong Kong, which introduced a territory-wide, team-based diabetes care model since 2000. RESEARCH DESIGN AND METHODS Using population-based data from the Hong Kong Diabetes Surveillance Database, we estimated age- and sex-standardized proportion of GLD classes, mean hemoglobin A1c (HbA1c) levels, and SH rates in 763,809 patients with diabetes aged ≥20 years between 2002 and 2016. RESULTS Between 2002 and 2016, use declined for sulfonylureas (62.9% to 35.3%) but increased for metformin (48.4% to 61.4%) and dipeptidyl peptidase 4 inhibitors (DPP-4is) (0.01% in 2007 to 8.3%). The proportion of patients with HbA1c of 6.0-7.0% (42-53 mmol/mol) increased from 28.6% to 43.4%, while the SH rate declined from 4.2/100 person-years to 1.3/100 person-years. The main improvement in HbA1c occurred between 2007 and 2014, decreasing from mean (SD) 7.6% (1.6) (59.5 [19.0] mmol/mol) to 7.2% (1.7) (54.8 [18.9] mmol/mol) (P < 0.001). The 20-44 years age-group had the highest proportion of HbA1c ≥9% (75 mmol/mol) and rising proportions not on GLDs (from 2.0% to 7.7%). CONCLUSIONS In this 15-year survey, the modest but important improvement in HbA1c since 2007 coincided with diabetes service reforms, increase in metformin, decrease in sulfonylureas, and modest rise in DPP-4i use. Persistently poor glycemic control and underuse of GLDs in the youngest group calls for targeted action.
Collapse
Affiliation(s)
- Aimin Yang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Hongjiang Wu
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Eric S H Lau
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Ronald C W Ma
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Alice P S Kong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Wing Yee So
- Hong Kong Hospital Authority Head Office, Hong Kong Special Administrative Region, China
| | - Andrea O Y Luk
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Juliana C N Chan
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China.,Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Elaine Chow
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China .,Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| |
Collapse
|
16
|
Ikeda N, Nishi N, Sugiyama T, Noda H, Noda M. Effective coverage of medical treatment for hypertension, diabetes and dyslipidaemia in Japan: An analysis of National Health and Nutrition Surveys 2003-2017. J Health Serv Res Policy 2020; 26:106-114. [PMID: 33059478 DOI: 10.1177/1355819620949574] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To examine trends in effective medical treatment coverage for hypertension, diabetes and dyslipidaemia in Japan, using a metric to assess effective coverage of health interventions derived from a health system performance assessment framework. METHODS We obtained cross-sectional data for 96,863 individuals aged 40-74 years from the 15 annual Japanese National Health and Nutrition Surveys (2003-2017). We defined treatment need for hypertension, diabetes and dyslipidaemia as biomarkers equal to or greater than diagnostic thresholds or medication use. For individuals needing treatment, we conducted nearest-neighbour matching to estimate treatment effects and effective coverage, defined as the fraction of potential reductions in biomarkers actually achieved in treated individuals by medications. RESULTS The age-standardized prevalence of treatment need for hypertension, diabetes and dyslipidaemia remained around 40%, 7% and 33%, respectively, in 2003-2017. Average treatment effects for those treated in 2013-2017 were 14.8 mmHg (95% confidence interval: 14.2-15.4) for systolic blood pressure, 1.2 percentage points (0.8-1.6) for haemoglobin A1c and 57.9 mg/dl (56.6-59.2) for non-high-density lipoprotein cholesterol. Effective coverage significantly increased between 2003-2007 (hypertension: 48.4% [44.7-52.0], diabetes: 43.8% [35.7-51.8], dyslipidaemia: 86.3% [83.1-89.5]) and 2013-2017 (hypertension: 76.2% [74.2-78.2], diabetes: 74.7% [71.0-78.5], dyslipidaemia: 94.6% [93.3-95.9]). CONCLUSIONS Effective coverage of medical treatment for metabolic risk factors has increased. Most of the potential reductions in non-high-density lipoprotein cholesterol have been achieved by statins. Further efforts are necessary to improve the effectiveness of antihypertensive and antidiabetic drugs.
Collapse
Affiliation(s)
- Nayu Ikeda
- Section Head, Section of Population Health Metrics, International Center for Nutrition and Information, National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan
| | - Nobuo Nishi
- Chief, International Center for Nutrition and Information, National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan
| | - Takehiro Sugiyama
- Chief, Division of Health Services Research, Diabetes and Metabolism Information Center, Research Institute, Center for Global Health and Medicine, Tokyo, Japan
- Associate Professor, Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
- Project Researcher, Department of Public Health/Health Policy, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hiroyuki Noda
- Visiting Faculty Member, Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
- Councilor, Office for Pandemic Influenza and New Infectious Diseases & Coordination Office of Measures on Emerging Infectious Disease, Cabinet Secretariat, Tokyo, Japan
| | - Mitsuhiko Noda
- Professor, Department of Diabetes, Metabolism and Endocrinology, Ichikawa Hospital, International University of Health and Welfare, Chiba, Japan
| |
Collapse
|
17
|
Horikawa C, Hatta M, Morikawa SY, Takeda Y, Takeuchi M, Fujihara K, Kato N, Yokoyama H, Kurihara Y, Iwasaki K, Tanaka S, Maegawa H, Sone H. Family Support for Medical Nutritional Therapy and Dietary Intake among Japanese with Type 2 Diabetes (JDDM 56). Nutrients 2020; 12:nu12092649. [PMID: 32878090 PMCID: PMC7551803 DOI: 10.3390/nu12092649] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 08/27/2020] [Accepted: 08/28/2020] [Indexed: 12/22/2022] Open
Abstract
The aim of this study was to investigate the association between habitual dietary intake for patients with diabetes and the content of family support for medical nutritional therapy (MNT). Analyzed were 289 Japanese with type 2 diabetes (men, 58.5%; mean age, 62.0 years; mean HbA1c, 53.4 mmol/mol) who completed the Food Frequency Questionnaire and Diabetes Family Behavior Checklist (DFBC). Relationships of mean values for food group intake to DFBC responses regarding MNT were examined using multivariate analysis of covariance. Positive response to "Praise for following diet" was associated with lower sweets intake (none: 60.1 g/day; ≥once monthly: 50.9 g/day, p = 0.038) and higher seasoning intake (none: 21.6 g/day, ≥once monthly: 24.1 g/day, p = 0.046). Energy intake was higher with positive responses to "Eat at the same time that you do" (none: 1636 kcal/day, ≥once monthly: 1818 kcal/day, p = 0.038). "Nags about not following diet" was associated with higher fish (none: 68.7 g/day, ≥once monthly: 78.7 g/day, p = 0.042) and salt intake (none: 8.3 g/day, ≥once monthly: 9.0 g/day, p = 0.014). Eating foods not part of the diabetic diet (none: 218.4 g/day, ≥once monthly: 246.9 g/day, p = 0.014) resulted in a higher vegetable intake. In females, significant differences in relationships in the overall analysis were reversed. Our results clarified relationships between types of family support of patients with type 2 diabetes and their dietary intake and the importance of sex differences for more effective MNT.
Collapse
Affiliation(s)
- Chika Horikawa
- Department of Health and Nutrition, University of Niigata Prefecture Faculty of Human Life Studies, 471 Ebigase, Higashi-ku, Niigata 950-8680, Japan;
| | - Mariko Hatta
- Department of Hematology, Endocrinology, and Metabolism, Niigata University Faculty of Medicine, 1-757 Asahimachi-dori, Chuoh-ku, Niigata 951-8510, Japan; (M.H.); (Y.T.); (M.T.); (K.F.)
| | - Sakiko Yoshizawa Morikawa
- Department of Food-Nutritional Sciences, Tokushima Bunri University Faculty of Human Life Sciences, 180 Hoji, Nishihama, Yamashiro-cho, Tokushima, Tokushima 770-8514, Japan;
| | - Yasunaga Takeda
- Department of Hematology, Endocrinology, and Metabolism, Niigata University Faculty of Medicine, 1-757 Asahimachi-dori, Chuoh-ku, Niigata 951-8510, Japan; (M.H.); (Y.T.); (M.T.); (K.F.)
| | - Mizuki Takeuchi
- Department of Hematology, Endocrinology, and Metabolism, Niigata University Faculty of Medicine, 1-757 Asahimachi-dori, Chuoh-ku, Niigata 951-8510, Japan; (M.H.); (Y.T.); (M.T.); (K.F.)
| | - Kazuya Fujihara
- Department of Hematology, Endocrinology, and Metabolism, Niigata University Faculty of Medicine, 1-757 Asahimachi-dori, Chuoh-ku, Niigata 951-8510, Japan; (M.H.); (Y.T.); (M.T.); (K.F.)
| | - Noriko Kato
- Kato Clinic of Internal Medicine, 201, 3-11-14 Takasago, Katsushika-ku, Tokyo 125-0054, Japan;
| | - Hiroki Yokoyama
- Jiyugaoka Medical Clinic, 6-4-3, Nishirokujominami, Obihiro, Hokkaido 080-0016, Japan;
| | - Yoshio Kurihara
- Kurihara Clinic, 5-7-28, Atsubetsuchuosanjo, Sapporo Atsubetsu-ku, Hokkaido 004-0053, Japan;
| | - Koichi Iwasaki
- Iwasaki Naika Clinic, 1-30-13, Minamiiwakunimachi, Iwakuni, Yamaguchi 740-0034, Japan;
| | - Shiro Tanaka
- Department of Clinical Biostatistics, Graduate School of Medicine, Kyoto University, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan;
| | - Hiroshi Maegawa
- Department of Medicine, Division of Diabetology, Endocrinology and nephrology, Shiga University of Medical Science, Seta Tsukinowa-cho, Otsu, Sihga 520-2192, Japan;
| | - Hirohito Sone
- Department of Hematology, Endocrinology, and Metabolism, Niigata University Faculty of Medicine, 1-757 Asahimachi-dori, Chuoh-ku, Niigata 951-8510, Japan; (M.H.); (Y.T.); (M.T.); (K.F.)
- Correspondence: ; Tel.: +81-25-368-9024
| |
Collapse
|
18
|
Arai K, Nishikawa T, Yuasa S, Shirabe SI, Matsuzawa Y, Ohtsu S, Hirao K, Mori H. Nationwide Survey on Actual Interventions for Type 2 Diabetes by Japanese Practitioners (NSAID Study-1): Glycemic, Weight, and Blood Pressure Management. Diabetes Ther 2020; 11:1497-1511. [PMID: 32440836 PMCID: PMC7324449 DOI: 10.1007/s13300-020-00837-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Considering the increase in the number of patients with diabetes, the quality of diabetes care provided by general practitioners (GP) is critical for preventing complications. We performed a nationwide survey to determine whether the diabetic management provided to patients with type 2 diabetes mellitus (T2DM) by Japanese practitioners is appropriate. METHODS We randomly selected 463 clinics throughout Japan; 8070 patients with T2DM (6525 and 1545 under the care of GP and specialists [SP], respectively) were enrolled. We obtained information on hemoglobin A1c (HbA1c) levels, age, height, body weight, diabetes type and treatment modality, blood pressure (BP), and hypertension or dyslipidemia from each patient. Additionally, we surveyed the collaborations among physicians. RESULTS The median HbA1c level of patients treated by GP was lower than that of patients treated by SP (6.8 [6.2-7.3], median [interquartile range] vs. 6.9 [6.5-7.5], p < 0.0001). The percentage of patients receiving insulin therapy was also higher (23.8%) among patients treated by SP than among those treated by GP (8.6%). Patients not receiving insulin therapy showed lower median HbA1c levels than those receiving insulin therapy, irrespective of the care provider. The mean body mass index of patients with HbA1c levels < 6.9% or > 9.0% cared for by SP was lower than that of those cared for by GP. The rate of target BP (< 140/90 mmHg) achievement was 73.2% and 73.3% among patients with T2DM and hypertension cared for by GP and SP, respectively. Furthermore, 88.2% of GP reported that consulting with SP was easy. CONCLUSION The present study clearly demonstrated that many patients with T2DM are appropriately cared for by general practitioners instead of diabetes specialists in Japan, although the number of diabetes specialists is insufficient to cover all patients with diabetes.
Collapse
Affiliation(s)
- Keiko Arai
- Arai Clinic, Yokohama, Japan.
- Department of Clinical Research of Kanagawa Association of Medical and Dental Practitioners, Yokohama, Japan.
| | - Tetsuo Nishikawa
- Nisikawa Clinic, Yokohama, Japan
- Department of Clinical Research of Kanagawa Association of Medical and Dental Practitioners, Yokohama, Japan
| | - Shohei Yuasa
- Syohei Clinic, Kamakura, Japan
- Department of Clinical Research of Kanagawa Association of Medical and Dental Practitioners, Yokohama, Japan
| | - Shin-Ichiro Shirabe
- Health Education Center Science Clinic, Yokohama, Japan
- Department of Clinical Research of Kanagawa Association of Medical and Dental Practitioners, Yokohama, Japan
| | - Yoko Matsuzawa
- Matsuzawa Diabetes Clinic, Yokohama, Japan
- Department of Clinical Research of Kanagawa Association of Medical and Dental Practitioners, Yokohama, Japan
| | - Shigeyuki Ohtsu
- Nakanoshima Diabetes Clinic, Kawasaki, Japan
- Department of Clinical Research of Kanagawa Association of Medical and Dental Practitioners, Yokohama, Japan
| | - Koich Hirao
- Health Education Center Science Clinic, Yokohama, Japan
- Department of Clinical Research of Kanagawa Association of Medical and Dental Practitioners, Yokohama, Japan
| | - Hisao Mori
- Yokohama Sotetsu Building Clinic of Internal Medicine, Yokohama, Japan
- Department of Clinical Research of Kanagawa Association of Medical and Dental Practitioners, Yokohama, Japan
| |
Collapse
|
19
|
Kameda T, Kumamaru H, Nishimura S, Kohsaka S, Miyata H. Use of oral antidiabetic drugs in Japanese working-age patients with type 2 diabetes mellitus: dosing pattern for metformin initiators. Curr Med Res Opin 2020; 36:749-756. [PMID: 32050809 DOI: 10.1080/03007995.2020.1729710] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Objective: To determine the pattern of antidiabetic drug use, with a particular focus on the metformin dose, among patients with type 2 diabetes mellitus (T2DM) in a Japanese working population.Methods: We used an administrative claims database linked to yearly health check-up data from large corporations. Data were collected for T2DM patients who began using an antidiabetic drug between 2014 and 2017 (n = 20,401). We evaluated the type of antidiabetic drug used and the characteristics of the patients using each type of drug. Among the metformin users, we assessed the titration in its dose or treatment during the 12 month period after initiation at 3 month intervals.Results: Among 20,401 new antidiabetic users, the most frequently used agents during the study period were dipeptidyl peptidase-4 inhibitors (DPP4is; 47.4%), followed by biguanides (18.5%) and sodium glucose cotransporter-2 inhibitors (SGLT2is; 6.7%). Most patients who initiated with metformin were prescribed 500 mg or less daily (72.9%); only 2.0% were prescribed a daily dose of >1000 mg. Moreover, 27% remained on the same daily dose during the 1 year follow-up, whereas another 29.9% discontinued their antidiabetic treatment altogether.Conclusions: A unique pattern of prescription was observed amongst Japanese patients with T2DM, and DPP4is, rather than metformin, were predominantly used as the first-line treatment. SGLT2is were infrequently prescribed. Metformin was prescribed at a daily dose of ≤500 mg in many patients. Greater efforts are needed to assess the comparative effectiveness of these treatment strategies.
Collapse
Affiliation(s)
- Toshiki Kameda
- Department of Health Policy and Management, Keio University School of Medicine, Tokyo, Japan
| | - Hiraku Kumamaru
- Department of Healthcare Quality Assessment, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Shiori Nishimura
- Department of Health Policy and Management, Keio University School of Medicine, Tokyo, Japan
- Department of Healthcare Quality Assessment, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Shun Kohsaka
- Department of Cardiology, Keio University School of Medicine, Tokyo, Japan
| | - Hiroaki Miyata
- Department of Health Policy and Management, Keio University School of Medicine, Tokyo, Japan
- Department of Healthcare Quality Assessment, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| |
Collapse
|
20
|
Lee CW, Wu SH, Chiu WC, Tsai ST, Lan TY. The medications and health care utilization of patients newly diagnosed with type 2 diabetes mellitus: A nationwide population-based cohort study. J Formos Med Assoc 2020; 120:130-136. [PMID: 32249109 DOI: 10.1016/j.jfma.2020.03.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 02/06/2020] [Accepted: 03/03/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND/PURPOSE The prevalence of young-onset diabetes (YOD) is increasing in Asia, but little is known about the metabolic control, associated complications, or medical behavior in this population. Our aim was to assess the prevalence of young-onset and late-onset type 2 diabetes mellitus (T2DM) and their associated risk factors and medical behaviors in Taiwan. METHODS Data were collected from the National Health Insurance Research Database of Taiwan on 11,244 patients from 2008 to 2013. We classified patients with young-onset diabetes if they were diagnosed before 40 years of age and late-onset diabetes (LOD) if diagnosed at 40 years of age or older. We analyzed the prevalence, medication, and medical behaviors between these groups. RESULTS We enrolled 2556 newly diagnosed T2DM patients in 2012. Demographics and comorbidities were recorded from YOD (n = 311) and LOD (n = 2245) patients. Most newly diagnosed patients started with monotherapy and almost half of them with sulfonylurea. The prevalence of YOD in Taiwan is up to 12%. In terms of treatment, 42% of T2DM patients are treated in clinics, 58% in hospital, and 25.2% by an endocrinologist. CONCLUSION Our study highlights the rising trend of YOD in Taiwan. National endeavors are urgently needed for early diagnosis, effective management, and primary prevention of diabetes.
Collapse
Affiliation(s)
- Chun-Wei Lee
- Cardiovascular Division, Department of Internal Medicine, MacKay Memorial Hospital, MacKay Medical College, New Taipei City, Taiwan; MacKay Junior College of Medicine, Nursing and Management, Taipei, Taiwan
| | - Shu-Hao Wu
- Cardiovascular Division, Department of Internal Medicine, MacKay Memorial Hospital, MacKay Medical College, New Taipei City, Taiwan
| | - Wen-Chi Chiu
- Family Medicine Department, Taipei Veterans General Hospital, Taipei, Taiwan; Institute of Hospital and Health Care Administration, National Yang-Ming University, Taipei, Taiwan.
| | - Shih-Tzer Tsai
- Department of Internal Medicine, Cheng Hsin General Hospital, Taipei, Taiwan.
| | - Tzuo-Yun Lan
- Institute of Hospital and Health Care Administration, National Yang-Ming University, Taipei, Taiwan
| |
Collapse
|
21
|
Glycemic control and use of glucose-lowering medications in hospital-admitted type 2 diabetes patients over 80 years. Sci Rep 2020; 10:4095. [PMID: 32139733 PMCID: PMC7057984 DOI: 10.1038/s41598-020-60818-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 01/27/2020] [Indexed: 01/16/2023] Open
Abstract
Treatment guidelines for type 2 diabetes (T2D) recommend avoidance of hypoglycemia and less stringent glycemic control in older patients. We examined the relation of glycemic control to glucose-lowering medications use in a cohort of patients aged>80 years with a diagnosis of T2D and a hospital admission in the Capital Region of Denmark in 2012-2016. We extracted data on medication use, diagnoses, and biochemistry from the hospitals' records. We identified 5,172 T2D patients with high degree of co-morbidity and where 17% had an HbA1c in the range recommended for frail, comorbid, older patients with type 2 diabetes (58-75 mmol/mol (7.5-9%)). Half of the patients (n = 2,575) had an HbA1c <48 mmol/mol (<6.5%), and a majority of these (36% of all patients) did not meet the diagnostic criteria for T2D. Of patients treated with one or more glucose-lowering medications (n = 1,758), 20% had HbA1c-values <42 mmol/mol (<6%), and 1% had critically low Hba1c values <30 mmol/mol (<4.9%), In conclusion, among these hospitalized T2D patients, few had an HbA1c within the generally recommended glycemic targets. One third of patients did not meet the diagnostic criteria for T2D, and of the patients who were treated with glucose-lowering medications, one-fifth had HbA1c-values suggesting overtreatment.
Collapse
|
22
|
Ito Y, Van Schyndle J, Nishimura T, Sugitani T, Kimura T. Drug Utilization Patterns in Patients with Diabetes Initiating Sodium Glucose Co-Transporter-2 Inhibitors (SGLT2i) in Japan: A Multi-Database Study (2014-2017). Diabetes Ther 2019; 10:2233-2249. [PMID: 31628595 PMCID: PMC6848432 DOI: 10.1007/s13300-019-00710-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION This study aimed to identify drug utilization patterns in patients initiating sodium glucose co-transporter-2 inhibitors (SGLT2i) in the first 3 years of their launch in Japan. METHODS This was a retrospective study using three administrative databases in Japan: a pharmacy claims database, a hospital-based database, and an insurance claims database. Prescription data were extracted from adult outpatients with diabetes who started SGLT2i between April 2014 and March 2017 to evaluate pre-index and concomitant medications. For glimepiride and insulin co-users, dose at SGLT2i add-on was also assessed. RESULTS Data from a total of 14,861 patients in the pharmacy dataset (P-dataset), 27,039 in the hospital dataset (H-dataset), and 12,408 in the insurance dataset (I-dataset) were analyzed. The majority of SGLT2i new users (ca. 70%) were taking one to three concomitant antidiabetic medications. Around half of SGLT2i initiators used dipeptidyl peptidase 4 inhibitors and/or biguanides before using SGLT2i or concomitantly with SGLT2i. The average daily glimepiride dose decreased from 2.1 mg/day during the pre-index period to 1.8 mg/day at SGLT2i add-on in the P-dataset and from 1.9 to 1.7 mg/day in the both H- and I-datasets, respectively, with a decreasing trend observed during the first 3 years of launch. The average daily insulin dose at SGLT2i add-on was higher during the first 15 months of launch and then decreased thereafter. Nearly 40% or more SGLT2i new users were taking at least five concomitant medications: cardiovascular agents were predominantly co-prescribed. CONCLUSION SGLT2i were frequently used as second- or later-line treatment and as part of a dual, triple, or quadruple regimen, as well as co-prescribed with many other medications in the first 3 years of their launch. For SGLT2i users taking concomitant SU or insulin medications, the average daily doses of SU and insulin at SGLT2i add-on decreased slightly over the study period. FUNDING Astellas Pharma Inc., Tokyo, Japan.
Collapse
Affiliation(s)
- Yuichiro Ito
- Astellas Pharma Inc., 5-1, Nihonbashi-Honcho, Chuo-ku, Tokyo, 103-8411, Japan
| | | | - Takuya Nishimura
- Astellas Pharma Inc., 5-1, Nihonbashi-Honcho, Chuo-ku, Tokyo, 103-8411, Japan
| | - Toshifumi Sugitani
- Astellas Pharma Inc., 5-1, Nihonbashi-Honcho, Chuo-ku, Tokyo, 103-8411, Japan
| | - Tomomi Kimura
- Astellas Pharma Inc., 5-1, Nihonbashi-Honcho, Chuo-ku, Tokyo, 103-8411, Japan.
| |
Collapse
|
23
|
Kaku K, Kisanuki K, Shibata M, Oohira T. Benefit-Risk Assessment of Alogliptin for the Treatment of Type 2 Diabetes Mellitus. Drug Saf 2019; 42:1311-1327. [PMID: 31654243 PMCID: PMC6834733 DOI: 10.1007/s40264-019-00857-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The dipeptidyl peptidase-4 inhibitor (DPP-4i) alogliptin is an oral, antidiabetic treatment that is approved in many countries to treat patients with type 2 diabetes mellitus (T2DM), including the USA, Europe, and Japan. Alogliptin is efficacious both as monotherapy and as add-on/combination therapy with other commonly prescribed T2DM treatments, such as metformin and pioglitazone. Overall, alogliptin is well-tolerated in patients with T2DM, including older patients, those with renal and/or hepatic impairment, and those at high risk of cardiovascular events. There is a low risk of hypoglycemia, weight gain, acute pancreatitis, and gastrointestinal adverse events with alogliptin treatment, as demonstrated in long-term trials (lasting up to 4.5 years) and in a real-world setting. Additionally, alogliptin has a generally favorable or similar safety profile in comparison to other antidiabetic agents (metformin, thiazolidinediones, sulfonylureas, glucagon-like peptide-1 receptor agonists, sodium-glucose cotransporter 2 inhibitors, α-glucosidase inhibitors, and insulin). However, further evaluation would be required to determine the mechanism and effect of alogliptin on heart failure, bullous pemphigoid, and inflammatory bowel disease. Of note, due to the ethnic diversity in the epidemiology of T2DM, alogliptin has been shown to be more efficacious in Asian patients than in non-Asian patients with T2DM, but with a similar tolerability profile. These data indicate that DPP-4is, including alogliptin, are important treatment options, especially for Asian patients with T2DM, for whom they have potential as a first-line therapy. This benefit-risk assessment aims to place alogliptin within the current armamentarium of T2DM and aid physicians when choosing optimal diabetes treatment for their patients.
Collapse
Affiliation(s)
- Kohei Kaku
- Department of Medicine, Kawasaki Medical School, 577 Matsushima, Okayama, 701-0192, Japan.
| | - Koichi Kisanuki
- Japan Medical Office, Takeda Pharmaceutical Company Limited, 1-1, Doshomachi 4-chome, Chuo-ku, Osaka, 540-8645, Japan
| | - Mari Shibata
- Global Patient Safety Evaluation Japan, Pharmacovigilance Department, Takeda Pharmaceutical Company Limited, 1-1, Doshomachi 4-chome, Chuo-ku, Osaka, 540-8645, Japan
| | - Takashi Oohira
- Global Patient Safety Evaluation Japan, Pharmacovigilance Department, Takeda Pharmaceutical Company Limited, 1-1, Doshomachi 4-chome, Chuo-ku, Osaka, 540-8645, Japan
| |
Collapse
|
24
|
Tan YZ, Cheen MHH, Goh SY, Bee YM, Lim PS, Khee GY, Thumboo J. Trends in medication utilization, glycemic control and outcomes among type 2 diabetes patients in a tertiary referral center in Singapore from 2007 to 2017. J Diabetes 2019; 11:573-581. [PMID: 30556375 DOI: 10.1111/1753-0407.12886] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 11/08/2018] [Accepted: 12/04/2018] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Use of glucose-lowering agents is a cornerstone in combating type 2 diabetes (T2DM). Treatment guidelines have changed significantly over the past decade. We report temporal trends in medication utilization, glycemic control and rate of severe hypoglycemia in T2DM patients at a tertiary referral center in Singapore. METHODS We analyzed data of 36 924 T2DM patients seen at Singapore General Hospital from 2007 to 2017. Annual age-, sex- and racially-standardized proportions of patients (a) prescribed with each class of glucose-lowering agent, (b) on various glucose-lowering regimens, and (c) had an HbA1c of less than 6%, 6% to less than 7%, 7% to less than 8%, 8% to less than 9%, or 9% or more were estimated using logistic regression. Poisson regression was used to estimate standardized rate of severe hypoglycemia. RESULTS From 2007 to 2017, use of metformin (45.9% to 59.6%) and insulin (24.4% to 57.9%) increased, while utilization of sulfonylureas (52.0% to 44.9%) decreased (all P < 0.001). Utilization of dipeptidyl peptidase-4 inhibitors (1.2% to 31.2%) and sodium-glucose cotransporter-2 inhibitors (0.5% to 7.4%) increased from 2008 to 2017 and 2012 to 2017, respectively (all P < 0.001). More patients were prescribed a combination of insulin and oral agents (17.3% to 46.0%, P < 0.001). The proportion of patients with HbA1c of 8% or more increased (33.7% to 36.0%, P < 0.001). Rates of severe hypoglycemia (5.0 to 8.4 per 100 patient-years, P < 0.001) also rose. CONCLUSION Medication utilization patterns have changed significantly over the past 11 years with a shift towards newer agents. Glycemic control has remained stable, and rate of severe hypoglycemia increased. Further analysis is required before causal relationships can be inferred.
Collapse
Affiliation(s)
- Yan Zhi Tan
- Department of Pharmacy, Singapore General Hospital, Singapore
| | | | - Su-Yen Goh
- Department of Endocrinology, Singapore General Hospital, Singapore
| | - Yong Mong Bee
- Department of Endocrinology, Singapore General Hospital, Singapore
| | - Paik Shia Lim
- Department of Pharmacy, Singapore General Hospital, Singapore
| | - Giat Yeng Khee
- Department of Pharmacy, Singapore General Hospital, Singapore
| | - Julian Thumboo
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
| |
Collapse
|
25
|
Abstract
BACKGROUND As Genome-Wide Association Studies (GWAS) have been increasingly used with data from various populations, it has been observed that data from different populations reveal different sets of Single Nucleotide Polymorphisms (SNPs) that are associated with the same disease. Using Type II Diabetes (T2D) as a test case, we develop measures and methods to characterize the functional overlap of SNPs associated with the same disease across populations. RESULTS We introduce the notion of an Overlap Matrix as a general means of characterizing the functional overlap between different SNP sets at different genomic and functional granularities. Using SNP-to-gene mapping, functional annotation databases, and functional association networks, we assess the degree of functional overlap across nine populations from Asian and European ethnic origins. We further assess the generalizability of the method by applying it to a dataset for another complex disease - Prostate Cancer. Our results show that more overlap is captured as more functional data is incorporated as we go through the pipeline, starting from SNPs and ending at network overlap analyses. We hypothesize that these observed differences in the functional mechanisms of T2D across populations can also explain the common use of different prescription drugs in different populations. We show that this hypothesis is concordant with the literature on the functional mechanisms of prescription drugs. CONCLUSION Our results show that although the etiology of a complex disease can be associated with distinct processes that are affected in different populations, network-based annotations can capture more functional overlap across populations. These results support the notion that it can be useful to take ethnicity into account in making personalized treatment decisions for complex diseases.
Collapse
Affiliation(s)
- Dalia Elmansy
- Department of Electrical Engineering and Computer Science, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106 USA
| | - Mehmet Koyutürk
- Department of Electrical Engineering and Computer Science, Center for Proteomics and Bioinformatics, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106 USA
| |
Collapse
|
26
|
Sakamoto M, Matsutani D, Minato S, Tsujimoto Y, Kayama Y, Takeda N, Ichikawa S, Horiuchi R, Utsunomiya K, Nishikawa M. Seasonal Variations in the Achievement of Guideline Targets for HbA 1c, Blood Pressure, and Cholesterol Among Patients With Type 2 Diabetes: A Nationwide Population-Based Study (ABC Study: JDDM49). Diabetes Care 2019; 42:816-823. [PMID: 30739885 DOI: 10.2337/dc18-1953] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 01/23/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Precise monthly achievement rates for reaching guideline targets for HbA1c, blood pressure (BP), and lipid levels remain unknown. We evaluated achievement rates on a monthly basis in persons with type 2 diabetes mellitus (T2DM) and explored related factors. RESEARCH DESIGN AND METHODS This retrospective study initially analyzed data on 104,601 persons with T2DM throughout Japan. Patients whose HbA1c, BP, and LDL cholesterol were measured ≥12 times during a 24-month period were included. We evaluated monthly achievement rates. Achieved targets were defined as HbA1c <7%, BP <130/80 mmHg, and LDL cholesterol <100 mg/dL. Achievement of all targets was expressed as the "all ABC achievement." RESULTS A total of 4,678 patients were analyzed. The achievement rates of all ABC, HbA1c, BP, and LDL cholesterol were lowest in winter, with those for systolic BP (SBP) being particularly low (all ABC, summer 15.6%, winter 9.6%; HbA1c, 53.1%, 48.9%; SBP, 56.6%, 40.9%; LDL cholesterol, 50.8%, 47.2%). In winter, age ≥65 years (odds ratio 0.47 [95% CI 0.34-0.63]) was independently related to decreased achievement rates for SBP, BMI ≥25 kg/m2 (BMI 25-30 kg/m2, 0.45 [0.29-0.70]; BMI ≥30 kg/m2, 0.35 [0.22-0.57]), and diabetes duration ≥10 years (0.53 [0.37-0.76]) were independently related to lower achievement rates for HbA1c. Insulin use and sulfonylurea use were independently associated with the decreased all ABC achievement rates in both summer and winter. CONCLUSIONS The all ABC achievement rate for guideline targets changed on a monthly basis. Seasonal variations in the all ABC achievement rate should be considered when managing T2DM in ordinary clinical practices.
Collapse
Affiliation(s)
- Masaya Sakamoto
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Daisuke Matsutani
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Soichiro Minato
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Yuki Tsujimoto
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Yosuke Kayama
- Department of Cardiology, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Norihiko Takeda
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seiichi Ichikawa
- Department of Cardiology, Tsuruoka Kyoritsu Hospital, Tsuruoka-shi, Yamagata, Japan
| | - Ryuzo Horiuchi
- Department of Pathology, Tsuruoka Kyoritsu Hospital, Tsuruoka-shi, Yamagata, Japan
| | - Kazunori Utsunomiya
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Masako Nishikawa
- Clinical Research Support Center, The Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| |
Collapse
|
27
|
Minamoto-Higashioka M, Kawamura R, Umakoshi H, Yokomoto-Umakoshi M, Utsunomiya D, Osawa H, Kondo S. Seasonal Variation in Severe Glucose-lowering Drug-induced Hypoglycemia in Patients with Type 2 Diabetes. Intern Med 2019; 58:1067-1072. [PMID: 30626812 PMCID: PMC6522416 DOI: 10.2169/internalmedicine.1360-18] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Objective Glucose-lowering drug-induced hypoglycemia is a serious complication and there have been a few reports of seasonal variations in hypoglycemia in patients with type 2 diabetes. The aim of the present study was to examine the association between severe drug-induced hypoglycemia and seasonal variations, and to elucidate the contributing factors. Methods This retrospective, single center clinical study, analyzed the cases of 125 patients who required emergency hospitalization for severe drug-induced hypoglycemia between January 1, 2001 and December 31, 2014. The period from November to April was defined as the cold season. Results Severe hypoglycemia occurred more often in the cold season than in the warm season. In the cold season, 62 of 9,981 (0.6%) emergency department visits involved patients who required hospitalization for drug-induced hypoglycemia. In contrast, in the warm season, 27 of 8,649 (0.3%) visits involved patients who required hospitalization for drug-induced hypoglycemia (p=0.002). The proportion of patients treated with sulfonylurea (SU) in the cold season was higher than that in the warm season. Even the use of low-dose SU caused hypoglycemia in the cold season. In the SU-treated group, the proportion of patients with white blood cell and/or C-reactive protein elevation was higher in the cold season than in the warm season (p=0.04). Conclusion Severe glucose-lowering drug-induced hypoglycemia occured more frequently in the cold season than in the warm season, and was associated with an inflammatory state in patients treated with SU.
Collapse
Affiliation(s)
- Mayu Minamoto-Higashioka
- Department of Medicine, Diabetes, Metabolism and Endocrinology, Matsuyama Red Cross Hospital, Japan
- Department of Diabetes and Molecular Genetics, Ehime University Graduate School of Medicine, Japan
| | - Ryoichi Kawamura
- Department of Diabetes and Molecular Genetics, Ehime University Graduate School of Medicine, Japan
| | - Hironobu Umakoshi
- Department of Medicine, Diabetes, Metabolism and Endocrinology, Matsuyama Red Cross Hospital, Japan
| | - Maki Yokomoto-Umakoshi
- Department of Medicine, Diabetes, Metabolism and Endocrinology, Matsuyama Red Cross Hospital, Japan
| | - Daisuke Utsunomiya
- Department of Medicine, Diabetes, Metabolism and Endocrinology, Matsuyama Red Cross Hospital, Japan
| | - Haruhiko Osawa
- Department of Diabetes and Molecular Genetics, Ehime University Graduate School of Medicine, Japan
| | - Shiori Kondo
- Department of Medicine, Diabetes, Metabolism and Endocrinology, Matsuyama Red Cross Hospital, Japan
| |
Collapse
|
28
|
Tateishi R, Uchino K, Fujiwara N, Takehara T, Okanoue T, Seike M, Yoshiji H, Yatsuhashi H, Shimizu M, Torimura T, Moriyama M, Sakaida I, Okada H, Chiba T, Chuma M, Nakao K, Isomoto H, Sasaki Y, Kaneko S, Masaki T, Chayama K, Koike K. A nationwide survey on non-B, non-C hepatocellular carcinoma in Japan: 2011-2015 update. J Gastroenterol 2019; 54:367-376. [PMID: 30498904 PMCID: PMC6437291 DOI: 10.1007/s00535-018-1532-5] [Citation(s) in RCA: 141] [Impact Index Per Article: 28.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 11/21/2018] [Indexed: 02/04/2023]
Abstract
BACKGROUND We previously reported that the incidence of hepatocellular carcinoma (HCC) with non-viral etiologies increased rapidly between 1991 and 2010 in Japan. METHODS To update this investigation, we enrolled patients who were initially diagnosed as having non-B, non-C HCC at participating hospitals between 2011 and 2015. In addition to the patient characteristics investigated in the previous report, we also investigated the duration of alcohol consumption. The overall survival rate was analyzed using the Kaplan-Meier method, and the hazard function against the body mass index (BMI) was plotted using cubic splines. RESULTS A total of 2087 patients were enrolled. The proportion of patients with non-viral etiologies has continued to increase from 10.0% in 1991 to 32.5% in 2015. Patients were also older (median ages, 70-73 years) and more obese (median BMIs, 23.9-24.2 kg/m2), and the proportions of patients with diabetes mellitus (46.1% to 51.6%), hypertension (42.7% to 58.6%), dyslipidemia (14.6% to 22.9%), and fatty liver (24.0% to 28.8%) had all increased significantly. There was a significant inverse relationship between the duration and the amount of daily alcohol consumption. The improvement in the overall survival was relatively small, with a decreased proportion of patients under surveillance (41.3% to 31.6%). A hazard function plot showed a curve similar to that in our previous report, with a lowest hazard of ~ 26 kg/m2. CONCLUSIONS The proportion of HCC patients with non-viral etiologies continues to increase in Japan. Lifetime total amount of alcohol consumption may be a risk factor.
Collapse
Affiliation(s)
- Ryosuke Tateishi
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan.
| | - Koji Uchino
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan
| | - Naoto Fujiwara
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan
| | - Tetsuo Takehara
- Department of Gastroenterology and Hepatology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Takeshi Okanoue
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita, Japan
| | - Masataka Seike
- Depatment of Gastroenterology, Faculty of Medicine, Oita University, Yufu, Japan
| | - Hitoshi Yoshiji
- Third Department of Internal Medicine, Nara Medical University, Kashihara, Japan
| | - Hiroshi Yatsuhashi
- Clinical Research Center, National Hospital Organization (NHO) Nagasaki Medical Center, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Masahito Shimizu
- Department of Gastroenterology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Takuji Torimura
- Division of Gastroenterology, Department of Internal Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Mitsuhiko Moriyama
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Isao Sakaida
- Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, Ube, Japan
| | - Hiroyuki Okada
- Department of Gastroenterology and Hepatology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Tetsuhiro Chiba
- Department of Gastroenterology and Nephrology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Makoto Chuma
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Kazuhiko Nakao
- Department of Gastroenterology and Hepatology, Nagasaki University of Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Hajime Isomoto
- Faculty of Medicine, Medicine and Clinical Science, Tottori University, Yonago, Japan
| | - Yutaka Sasaki
- Department of Gastroenterology and Hepatology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Shuichi Kaneko
- Department of Gastroenterology, Graduate School of Medicine, Kanazawa University, Kanazawa, Japan
| | - Tsutomu Masaki
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, Takamatsu, Japan
| | - Kazuaki Chayama
- Department of Gastroenterology and Metabolism, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Kazuhiko Koike
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan
| |
Collapse
|
29
|
Nagai Y, Fukuda H, Kawanabe S, Nakagawa T, Ohta A, Tanaka Y. Differing Effect of the Sodium-Glucose Cotransporter 2 Inhibitor Ipragliflozin on the Decrease of Fat Mass vs. Lean Mass in Patients With or Without Metformin Therapy. J Clin Med Res 2019; 11:297-300. [PMID: 30937121 PMCID: PMC6436566 DOI: 10.14740/jocmr3785] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Accepted: 02/27/2019] [Indexed: 12/25/2022] Open
Abstract
Background We previously reported changes of body composition determined by dual-energy X-ray absorptiometry after treatment with ipragliflozin, a sodium-glucose cotransporter 2 (SGLT2) inhibitor. In that study, mean body weight was decreased by 3.5 kg (4.3% of the baseline value) after ipragliflozin treatment at 50 mg/day, with fat mass and lean mass showing similar reductions of 1.7 and 1.8 kg, respectively. A long-term decrease of lean mass in patients treated with SGLT2 inhibitors may be associated with loss of skeletal muscle, which could potentially have an impact on quality of life. Methods In this post hoc analysis, we investigated whether changes of body composition were influenced by other medications for diabetes in 20 patients (11 men and nine women) who received ipragliflozin for 24 weeks. Results When we divided the patients into two subgroups with or without metformin treatment, fat mass showed a significant decrease in the ipragliflozin + metformin subgroup and a significantly greater decrease compared to the ipragliflozin subgroup (2.0 kg; 95% confidence interval (CI): 0.1 - 3.9; P = 0.038). Lean mass was significantly decreased in the ipragliflozin subgroup, but the decrease showed no significant difference from that in the ipragliflozin + metformin subgroup (1.9 kg; 95% CI: -4.1 - 0.3; P = 0.087). No significant differences of body composition changes were observed with other antidiabetic agents. Conclusions More desirable weight reduction due to preferential fat loss and less muscle loss may be achieved by combining an SGLT2 inhibitor with metformin.
Collapse
Affiliation(s)
- Yoshio Nagai
- Division of Metabolism and Endocrinology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki 216-8511, Japan
| | - Hisashi Fukuda
- Division of Metabolism and Endocrinology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki 216-8511, Japan
| | - Shin Kawanabe
- Division of Metabolism and Endocrinology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki 216-8511, Japan
| | - Tomoko Nakagawa
- Division of Metabolism and Endocrinology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki 216-8511, Japan
| | - Akio Ohta
- Division of Metabolism and Endocrinology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki 216-8511, Japan
| | - Yasushi Tanaka
- Division of Metabolism and Endocrinology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki 216-8511, Japan
| |
Collapse
|
30
|
Mita T, Hiyoshi T, Yoshii H, Chimori H, Ikeda K, Shimizu M, Kojima Y, Yamamto H, Yasuda D, Sato J, Watada H. The Effect of Linagliptin versus Metformin Treatment-Related Quality of Life in Patients with Type 2 Diabetes Mellitus. Diabetes Ther 2019; 10:119-134. [PMID: 30483953 PMCID: PMC6349297 DOI: 10.1007/s13300-018-0539-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION There have been no studies directly comparing the effect of dipeptidyl peptidase-4 inhibitors with that of metformin on treatment-related quality of life (QOL) when used as first-line therapy in patients with type 2 diabetes mellitus (T2DM). METHODS This study is a prospective, randomized, open-label, multicenter, parallel-group, comparative study. Forty-four participants who failed to achieve target glycemic control with diet and exercise therapy were randomly allocated to receive linagliptin or metformin therapy. We compared treatment-related QOL among the two groups using the Oral Hypoglycemic Agent Questionnaire, version 2 (OHA-Q version 2) and the self-administered Diabetes Therapy-Related QOL (DTR-QOL) questionnaire. RESULTS After randomization, 21 patients in the linagliptin group and 22 patients in the metformin treatment group were included in the full analysis set. Biochemical parameters, incidence of adverse effects, and rate of adherence to medication were comparable between the two groups. Over the 24-week treatment period, no significant differences in overall OHA-Q scores between the groups were observed, although the subscale 1 (treatment convenience) score was significantly higher in the linagliptin group than in the metformin group. The overall DTR-QOL score did not differ between the two groups; however, the DTR-QOL scores significantly improved after 24 weeks of linagliptin treatment, but not after metformin treatment. CONCLUSION We did not find significantly better treatment-related QOL with linagliptin among Japanese patients with T2DM. In terms of treatment convenience, our data showed that linagliptin was superior to metformin. FUNDING This study was financially supported by Nippon Boehringer Ingelheim Co., Ltd. and Eli Lilly and Company. The journal's article processing fees were covered by a research fund from Juntendo University. CLINICAL TRIAL REGISTRATION UMIN000022953.
Collapse
Affiliation(s)
- Tomoya Mita
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan.
| | - Toru Hiyoshi
- Division of Diabetes and Endocrinology, Japanese Red Cross Medical Center, Shibuya-ku, Tokyo, Japan
| | - Hidenori Yoshii
- Department of Medicine, Diabetology and Endocrinology, Juntendo Tokyo Koto Geriatric Medical Center, Koto-ku, Tokyo, Japan
| | - Hiroko Chimori
- Chimori Medical Clinic, Fukushima-ku, Osaka, Osaka, Japan
| | - Kazuo Ikeda
- Ikeda Shinryojyo, Higashiosaka, Osaka, Japan
| | - Miho Shimizu
- Shimizu Clinic, Higashi Yodogawa-ku, Osaka, Osaka, Japan
| | | | | | | | - Junko Sato
- Department of Diabetes, Endocrinology and Metabolism, Juntendo University Shizuoka Hospital, Izunokuni, Shizuoka, Japan
| | - Hirotaka Watada
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| |
Collapse
|
31
|
Takahara M, Shiraiwa T, Katakami N, Maeno Y, Yamamoto K, Shiraiwa Y, Yoshida Y, Matsuoka TA, Shimomura I. Different daily glycemic profiles after switching from once-daily alogliptin plus twice-daily metformin to their once-daily fixed-dose combination in Japanese type 2 diabetic patients. Endocr J 2019; 66:11-17. [PMID: 30305482 DOI: 10.1507/endocrj.ej18-0313] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The aim of this study was to investigate whether daily glycemic profiles and treatment satisfaction would be changed after switching from once-daily 25-mg alogliptin plus twice-daily 250-mg metformin to the fixed-dose combination of 25-mg alogliptin and 500-mg metformin once daily in type 2 diabetic patients. Twenty adult Japanese type 2 diabetic patients in whom once-daily 25-mg alogliptin plus twice-daily 250-mg metformin were switched to the fixed-dose combination of 25-mg alogliptin and 500-mg metformin once daily participated. Before and one month after the switch, participants were asked to perform one day of seven-point self-monitoring of blood glucose (SMBG), to wear a sensor of flash glucose monitoring for up to 14 days, and to respond to a questionnaire for treatment satisfaction. As a result, the SMBG profiles were significantly changed after the switch (p = 0.021); blood glucose levels 2 hours after breakfast were significantly elevated (p = 0.022), whereas those 2 hours after lunch were significantly reduced (p = 0.036). The flash glucose monitoring also demonstrated a significant change of daily glucose profiles (p < 0.001). The risk of glucose levels <80 mg/dL were decreased from evening to morning, while the risk of glucose levels ≥140 mg/dL were increased. Mean 24-hour glucose values were increased by 5 mg/dL on average (p < 0.001). Treatment satisfaction was significantly improved after the switch (p < 0.001). In conclusion, daily glycemic profiles were significantly changed after switching from once-daily 25-mg alogliptin plus twice-daily 250-mg metformin to the once-daily fixed-dose combination in Japanese type 2 diabetic patients. Treatment satisfaction was significantly improved after the switch.
Collapse
Affiliation(s)
- Mitsuyoshi Takahara
- Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan
| | | | - Naoto Katakami
- Department of Metabolism and Atherosclerosis, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan
| | | | - Kaoru Yamamoto
- Shiraiwa Medical Clinic, Kashiwara, Osaka 582-0005, Japan
| | - Yuka Shiraiwa
- Shiraiwa Medical Clinic, Kashiwara, Osaka 582-0005, Japan
| | - Yoko Yoshida
- Shiraiwa Medical Clinic, Kashiwara, Osaka 582-0005, Japan
| | - Taka-Aki Matsuoka
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan
| | - Iichiro Shimomura
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan
| |
Collapse
|
32
|
Kaneko R, Ono S. Exploratory analysis of comparative clinical trials used for marketing approval in patients with type 2 diabetes in Japan. SAGE Open Med 2019; 7:2050312118823407. [PMID: 30671243 PMCID: PMC6329034 DOI: 10.1177/2050312118823407] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 12/10/2018] [Indexed: 01/02/2023] Open
Abstract
Background/objectives: The results of phase 2 and 3 clinical trials, which justify decisions regarding marketing approval for new drugs, are used for comparison of drugs in the post-marketing phase. A number of meta-analyses of approved antidiabetics have been performed, but the heterogeneity of trials has not been fully examined. The aim of this study was to explore factors that may influence baseline HbA1c in trial samples and treatment outcomes (i.e. HbA1c reductions and effect sizes), with the goal of providing unbiased and fair retrospective comparisons between different antidiabetics. Method: We conducted three meta-regression analyses using 78 randomized or non-randomized comparative phase 2 or 3 trials of 24 approved antidiabetics in Japan, conducted from 1987 to 2012. Results: Baseline HbA1c of each arm was higher in phase 2 trials, trials with a greater number of subjects, trials with a lower proportion of male subjects, trials of combination therapy, or trials with longer subject disease duration. Entry criteria were different among drug classes and caused variations in baseline HbA1c. HbA1c reductions were larger in non-randomized trials, trials with a shorter treatment period, or trials with a lower proportion of male subjects. Effect sizes were larger in phase 2 trials, or trials of combination therapy. Larger effect sizes were observed in drugs with later market entry for alpha-glucosidase inhibitors and glinides. Conclusion: Baseline HbA1c, an important characteristic of subjects enrolled in trials of antidiabetics, differed significantly across trials. Differences in features of study subjects were caused by explicit stipulations in eligibility criteria of HbA1c and also by other conditions (e.g. trial design, regulatory guidance, treatment guideline) and/or interventions of investigators and pharmaceutical companies that were specific to drugs and trials. Healthcare professionals should carefully consider these heterogeneities in trials used for marketing approval review when making a retrospective comparison to select the best treatment option for patients.
Collapse
Affiliation(s)
- Reina Kaneko
- Laboratory of Pharmaceutical Regulation and Sciences, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan
| | - Shunsuke Ono
- Laboratory of Pharmaceutical Regulation and Sciences, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan
| |
Collapse
|
33
|
Morita Y, Murayama H, Odawara M, Bauer M. Treatment patterns of drug-naive patients with type 2 diabetes mellitus: a retrospective cohort study using a Japanese hospital database. Diabetol Metab Syndr 2019; 11:90. [PMID: 31695754 PMCID: PMC6824122 DOI: 10.1186/s13098-019-0486-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 10/22/2019] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Guidelines for Type 2 diabetes mellitus (T2DM) management in Japan provide physicians the discretion to select treatment options based on patient pathophysiology of the disease. There exists a wide variation of preference for initial antidiabetes drugs (AD). The current database analysis aimed to understand the real world treatment patterns in drug-naive patients with T2DM in Japan. METHODS We analyzed data of patients (≥ 18 years) diagnosed with T2DM between October 2012 and September 2016 from the Medical Data Vision, a Diagnosis Procedure Combination database. The primary objective was to determine the proportion of T2DM patients receiving each type of treatment as first-line therapy among the drug-naive cohort. RESULTS Of the 436,546 drug-naive patients, 224,761 received their first-line T2DM treatment in the outpatient setting. The mean age of the patient population was 65.6 years at index date. Dipeptidyl peptidase-4 (DPP-4) inhibitor was the most prescribed (56.8%) outpatient AD monotherapy, followed by metformin (15.4%). DPP-4 inhibitors were prescribed over metformin in patients with renal disease (odds ratio [OR]: 4.20; p < 0.0001), coronary heart disease and stroke (OR: 2.22; p < 0.0001). Male (OR: 1.03; p = 0.0026), presence of diabetic complications [retinopathy (OR: 1.33; p < 0.0001), neuropathy (OR: 1.05; p = 0.0037), nephropathy (OR: 1.08; p < 0.0001)] and a high baseline HbA1c (OR: 1.45; p < 0.0001) received treatment intensification during 180 days. CONCLUSION DPP-4 inhibitors were the most prevalent first-line T2DM treatment followed by metformin in Japan. The findings from this retrospective analysis also support the previously published web survey results and can help understand the real world utilization of T2DM treatment.Trial registration Retrospectively registered.
Collapse
Affiliation(s)
- Yohei Morita
- Medical Division, Novartis Pharma K.K, Toranomon Hills, Mori Tower 23-1, Toranomon 1-Chome, Minato-ku, Tokyo, 105-6333 Japan
| | - Hiroki Murayama
- Medical Division, Novartis Pharma K.K, Toranomon Hills, Mori Tower 23-1, Toranomon 1-Chome, Minato-ku, Tokyo, 105-6333 Japan
| | - Masato Odawara
- Department of Diabetes, Endocrinology, Metabolism and Rheumatology, Tokyo Medical University, 6-1-1, Shinjuku, Shinjuku-ku, Tokyo, Japan
| | - Melissa Bauer
- Real World Data Analytics, Novartis Global Service Center, Vista Building, Elm Park Business Campus, Merrion Road, Dublin, Ireland
| |
Collapse
|
34
|
Imai K, Murayama H, Hirose T. Choice of Treatment Regimen as Add-On to Insulin in Japanese Patients with Type 2 Diabetes Mellitus: Physicians' Perspective in a Real-World Setting, Insight from a Web Survey. Diabetes Ther 2018; 9:1869-1881. [PMID: 30058059 PMCID: PMC6167295 DOI: 10.1007/s13300-018-0476-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION The Japanese guidelines emphasize treatment individualization and intensification with oral anti-diabetes drugs and glucagon-like peptide-1 receptor agonists (OADGs) as add-on therapy to insulin in the management of type 2 diabetes mellitus (T2DM). However, a step-wise treatment algorithm is not clearly defined in the Japanese guidelines. This study explores the treatment factors and patient characteristics for selecting the OADGs as add-on therapy to insulin from physicians' perspectives in a real-world setting in Japan. METHODS This web-based survey comprised a questionnaire designed for physicians (diabetologists with board certification and general physicians without board certification) across Japan. The primary endpoint was the proportion of treatment factors and patient characteristics influencing the selection of OADGs as add-on therapy to insulin by the physicians. RESULTS In total, 549 physicians participated. The mean number of patients treated with insulin by diabetologists (102.2 ± 91.2) in the past 6 months was higher than the number by general physicians (35.1 ± 44.3). The dipeptidyl peptidase-4 (DPP-4) inhibitors were the most frequently prescribed OADGs as add-on therapy to insulin types among the physicians (75.4-88.2%), followed by metformin (65.2-76.3%). The treatment factors influencing the choice of a DPP-4 inhibitor were glycated hemoglobin (HbA1c) and postprandial glucose (PPG) lowering effect, frequency of administration, effect on glucagon, and ease of use in patients with renal or liver impairment. For metformin, cost-effectiveness was the key deciding factor. The patient characteristics for the choice of DPP-4 inhibitors among diabetologists were predominantly PPG, concern about hypoglycemia, diabetes complications, and adherence to diet and exercise. For metformin, it was age, body mass index (BMI), insulin resistance, renal and liver function, and economic status of the patients. CONCLUSION DPP-4 inhibitors, followed by metformin, were the most frequently prescribed OADGs in combination with insulin in a real-world setting in Japan. The diabetologists considered more drug characteristics for DPP-4 inhibitor or metformin-insulin combinations. The treatment factors and patient characteristics for the choice of DPP-4 inhibitors and metformin were comparable across different insulin types. FUNDING Novartis Pharma K.K.
Collapse
Affiliation(s)
- Kota Imai
- Medical Division, Novartis Pharma K.K., Tokyo, Japan
| | | | - Takahisa Hirose
- Division of Diabetes, Metabolism and Endocrinology, Department of Medicine, School of Medicine, Toho University, Tokyo, Japan
| |
Collapse
|
35
|
Suzuki K, Hasegawa K, Watanabe M. Efficacy and Patient Satisfaction of Dipeptidyl Peptidase-4 Inhibitor After Switching From Once-Daily DPP-4 Inhibitor to Once-Weekly Regimen. J Clin Med Res 2018; 10:641-647. [PMID: 29977422 PMCID: PMC6031251 DOI: 10.14740/jocmr3456w] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 05/29/2018] [Indexed: 12/12/2022] Open
Abstract
Background We administered once-weekly dipeptidyl peptidase-4 (DPP-4) inhibitor (W) (used omarigliptin as W in this study) to patients with type 2 diabetes taking once-daily DPP-4 inhibitor (D), and investigated efficacy, safety and patient satisfaction before and after switching to W. Methods W was administered to 182 patients with type 2 diabetes taking D (used sitagliptin as D in this study), who had been visiting our hospital on an outpatient basis; 164 (90.6%) of these patients requested to switch medications. Of these 164 patients, this study investigated 153 who requested to continue taking W. Hemoglobin A1c (HbA1c) levels, body weight, blood pressure and a questionnaire survey (Diabetes Treatment Satisfaction Questionnaire (DTSQ)) were evaluated in these patients. Results Patient characteristics were as follows: age, 63.9 ± 10.3; male/female ratio, 93:60; duration of diabetes, 14.9 ± 7.7 years; and body mass index (BMI), 25.5 ± 4.2 kg/m2. After switching to W, HbA1c levels changed from 7.41 ± 0.7% to 7.36 ± 0.9%, which was not statistically significant. Changes in body weight, BMI, and systolic and diastolic blood pressure were also not significant. On the DTSQ, satisfaction of Q1 significantly increased (P < 0.01). The score for lifestyle assessment did not significantly change, but compliance significantly improved (P < 0.001). Conclusion This study revealed that 90% of patients taking D elected to switch to W. Moreover, patient satisfaction and compliance improved after switching to W. Increased satisfaction appeared to be influenced by improved blood glucose control, but was not associated with compliance. Switching from D to W did not affect HbA1c levels but improved patient adherence.
Collapse
Affiliation(s)
- Katsunori Suzuki
- Division of Endocrinology and Metabolism, Saiseikai Niigata Daini Hospital, Niigata, Japan
| | - Kazuki Hasegawa
- Division of Endocrinology and Metabolism, Saiseikai Niigata Daini Hospital, Niigata, Japan
| | - Mio Watanabe
- Division of Endocrinology and Metabolism, Saiseikai Niigata Daini Hospital, Niigata, Japan
| |
Collapse
|
36
|
Goto H, Mita T, Fujitani Y, Fujimoto S, Takahashi K, Satoh H, Hirose T, Hiyoshi T, Ai M, Okada Y, Nishimura H, Kuroda H, Matsubara T, Gosho M, Ishii H, Watada H. Effects of linagliptin versus voglibose on treatment-related quality of life in patients with type 2 diabetes: sub-analysis of the L-STEP study. Endocr J 2018; 65:657-668. [PMID: 29643323 DOI: 10.1507/endocrj.ej18-0088] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Treatment-related quality of life (QOL) is an important aspect of diabetes management. However, no studies have compared the influence of dipeptidyl peptidase-4 inhibitors versus alpha-glucosidase inhibitors on treatment-related QOL. This prespecified sub-analysis of the Linagliptin Study of Effects on Postprandial blood glucose (L-STEP) compared the effects of linagliptin (5 mg once daily) and voglibose (0.2 mg/meal thrice daily) on treatment-related QOL in Japanese patients with type 2 diabetes (T2DM) inadequately controlled with diet and exercise therapy. Among 366 subjects in the original study, 182 in the linagliptin group and 173 in the voglibose group were included in this analysis. The outcome of this study was change in QOL as assessed by the Diabetes Therapy-Related Quality of Life 17 (DTR-QOL17) questionnaire from baseline to week 12. Compared with baseline data, total DTR-QOL17 scores were significantly higher after 12 weeks of linagliptin and voglibose treatment. The change in the total DTR-QOL17 score and the score of one domain, burden on social activities and daily activities, was significantly greater in the linagliptin group than in the voglibose group. In addition, only linagliptin treatment was identified as a factor associated with an increased total DTR-QOL17 score. Linagliptin is superior to voglibose in terms of improving treatment-related QOL in Japanese patients with T2DM.
Collapse
Affiliation(s)
- Hiromasa Goto
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Tomoya Mita
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yoshio Fujitani
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation, Gunma University, Maebashi, Japan
| | - Shimpei Fujimoto
- Department of Endocrinology, Metabolism and Nephrology, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | | | - Hiroaki Satoh
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Nephrology, Hypertension, Diabetology, Endocrinology, and Metabolism, Fukushima Medical University, Fukushima, Japan
| | - Takahisa Hirose
- Division of Diabetes, Metabolism, and Endocrinology, Department of Medicine, Toho University School of Medicine, Tokyo, Japan
| | - Toru Hiyoshi
- Division of Diabetes and Endocrinology, Department of Internal Medicine, Japanese Red Cross Medical Center, Tokyo, Japan
| | - Masumi Ai
- Department of Insured Medical Care Management, Tokyo Medical and Dental University (TMDU), Tokyo, Japan
| | - Yosuke Okada
- First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | | | | | | | - Masahiko Gosho
- Department of Clinical Trial and Clinical Epidemiology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Hitoshi Ishii
- Department of Diabetology, Nara Medical University, Kashihara, Nara, Japan
| | - Hirotaka Watada
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| |
Collapse
|
37
|
Mita T, Hiyoshi T, Yoshii H, Chimori H, Ikeda K, Sato J, Watada H. Study Protocol for the Initial Choice of DPP-4 Inhibitor in Japanese Patients with Type 2 diabetes Mellitus: Effect of Linagliptin on QOL (INTEL-QOL) Trial. Diabetes Ther 2018; 9:1403-1412. [PMID: 29744822 PMCID: PMC5984940 DOI: 10.1007/s13300-018-0437-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Indexed: 11/12/2022] Open
Abstract
INTRODUCTION Consideration of treatment-related quality of life (QOL) is important in diabetes management. However, no studies have compared the influence of dipeptidyl peptidase-4 inhibitors versus metformin on treatment-related QOL when used as first-line therapy in patients with type 2 diabetes mellitus. METHODS This study is a prospective, randomized, open-label, multicenter, parallel-group, comparative study. Between June 2016 and December 2017, 44 participants who failed to achieve glycemic control despite diet and exercise therapy were recruited at 14 clinics and randomly allocated to linagliptin or metformin therapy. Treatment-related QOL was assessed with the Oral Hypoglycemic Agent Questionnaire, version 2 (OHA-Q ver. 2) and the self-administered Diabetes Therapy-Related QOL (DTR-QOL) questionnaire. The primary study outcome is the difference in total OHA-Q ver. 2 score between the two treatment groups at the end of the study. The secondary outcomes include differences in the scores for each OHA-Q ver. 2 subscale between the two treatment groups at the end of the study, change in total DTR-QOL score and for each domain from baseline to the end of treatment, changes in glycemic control, and adverse events. PLANNED OUTCOME The present study is designed to assess the effects of linagliptin on the treatment-related QOL. Results will be available in the near future. Study findings are expected to provide useful information on how to maintain or improve QOL in patients with type 2 diabetes mellitus treated with insulin. FUNDING Nippon Boehringer Ingelheim Co., Ltd. and Eli Lilly and Company. CLINICAL TRIAL REGISTRATION UMIN000022953.
Collapse
Affiliation(s)
- Tomoya Mita
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan.
| | - Toru Hiyoshi
- Division of Diabetes and Endocrinology, Japanese Red Cross Medical Center, Shibuya-ku, Tokyo, Japan
| | - Hidenori Yoshii
- Department of Medicine, Diabetology and Endocrinology, Juntendo Tokyo Koto Geriatric Medical Center, Koto-ku, Tokyo, Japan
| | - Hiroko Chimori
- Chimori Medical Clinic, Fukushima-ku, Osaka, Osaka, Japan
| | - Kazuo Ikeda
- Ikeda Shinryojyo, Higashiosaka, Osaka, Japan
| | - Junko Sato
- Department of Diabetes, Endocrinology and Metabolism, Juntendo University Shizuoka Hospital, Izunokuni, Shizuoka, Japan
| | - Hirotaka Watada
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Bunkyo-ku, Tokyo, Japan
| |
Collapse
|
38
|
Murayama H, Imai K, Odawara M. Factors Influencing the Prescribing Preferences of Physicians for Drug-Naive Patients with Type 2 Diabetes Mellitus in the Real-World Setting in Japan: Insight from a Web Survey. Diabetes Ther 2018; 9:1185-1199. [PMID: 29696567 PMCID: PMC5984934 DOI: 10.1007/s13300-018-0431-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Indexed: 10/31/2022] Open
Abstract
INTRODUCTION The Japanese guidelines for type 2 diabetes mellitus (T2DM) emphasize individualization of treatment based on patient need and encourage physicians to select an appropriate oral antidiabetes drug (OAD). However, limited evidence is available on the factors influencing the selection by physicians (diabetes specialists and nonspecialists) of the first-line OAD to treat drug-naive patients with T2DM. A survey was designed to explore the treatment factors and patient characteristics that influence physicians when they choose an initial OAD to prescribe to a drug-naive patient with T2DM in a real-world setting in Japan. METHODS The 25-min web-based online survey consisted of simple and focused multiple-choice questions, and was circulated to physicians across eight selected regions in Japan. The primary endpoints were the proportions of physicians who considered particular treatment factors and patient characteristics when selecting the appropriate treatment for drug-naive T2DM patients. RESULTS A total of 491 physicians participated in the survey. Dipeptidyl peptidase-4 inhibitors (DPP-4is) were the most-preferred first-line OADs, followed by metformin, of both specialists (69% vs. 60%) and nonspecialists (73% vs. 47%). The most influential factors when a DPP-4i was selected were found to be glycated hemoglobin (HbA1c), postprandial glucose (PPG)-lowering effect, and a low risk of hypoglycemia, which were considered by > 80% of physicians, whereas the key factors when metformin was selected were improvement in insulin resistance, low cost, low risk of hypoglycemia, and PPG- and HbA1c-lowering effects, which were considered by > 85% of physicians. Regression analysis revealed that the dominant reason for choosing DPP-4is over metformin was their ease of use in patients with renal impairment, whereas the dominant reasons for choosing metformin over DPP-4is were improvement in insulin resistance and low cost. The key patient characteristics driving the choice of DPP-4is or metformin as the first-line OAD by physicians were similar to those that influenced the treatment intensification decision (DPP-4is: PPG and renal function; metformin: age, BMI, insulin resistance, and renal function). CONCLUSION In Japan, DPP-4is are the preferred first-line OADs, followed by metformin. The key treatment factors and patient characteristics considered when selecting DPP-4is or metformin are similar for both specialists and nonspecialists. These results may prompt further discussion of the differences in T2DM treatment between Japan and other counties. FUNDING Novartis.
Collapse
Affiliation(s)
- Hiroki Murayama
- Medical Division, Novartis Pharma K.K, Toranomon Hills, Mori tower, 23-1, Toranomon 1-Chome, Minato-ku, Tokyo, 105-6333, Japan.
| | - Kota Imai
- Medical Division, Novartis Pharma K.K, Toranomon Hills, Mori tower, 23-1, Toranomon 1-Chome, Minato-ku, Tokyo, 105-6333, Japan
| | - Masato Odawara
- Department of Diabetes, Endocrinology, Metabolism, and Rheumatology, Tokyo Medical University, Tokyo, Japan
| |
Collapse
|
39
|
Yamamoto-Honda R, Takahashi Y, Mori Y, Yamashita S, Yoshida Y, Kawazu S, Iwamoto Y, Kajio H, Yanai H, Mishima S, Handa N, Shimokawa K, Yoshida A, Watanabe H, Ohe K, Shimbo T, Noda M. Changes in Antidiabetic Drug Prescription and Glycemic Control Trends in Elderly Patients with Type 2 Diabetes Mellitus from 2005-2013: An Analysis of the National Center Diabetes Database (NCDD-03). Intern Med 2018; 57:1229-1240. [PMID: 29279487 PMCID: PMC5980802 DOI: 10.2169/internalmedicine.9481-17] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Accepted: 09/04/2017] [Indexed: 12/30/2022] Open
Abstract
Objective To analyze the changes in the pharmacotherapy and glycemic control trends in elderly patients with type 2 diabetes mellitus (T2DM) in Japan. Methods We extracted the data of 7,590 patients (5,396 men and 2,194 women; median year of birth: 1945) with T2DM registered in the National Center Diabetes Database for the years 2005 to 2013, and conducted age-stratified (<65, 65-74, and ≥75 years of age) analyses. Results The hemoglobin A1c (HbA1c) levels declined from 2005 to 2013, and for those who received antihyperglycemic drug prescription, the HbA1c levels were lower in the older age group than in the younger age group. In the ≥75 age group, dipeptidyl peptidase-4 inhibitors (DPP4i) became the most frequently prescribed drug (49.1%) in 2013, and sulfonylureas remained the second-most frequently prescribed drug (37.8%) with decreased prescribed doses. The prescription ratio of oral drugs associated with a risk of hypoglycemia was higher in patients ≥75 years of age than in those <75 years of age (40.5% and 26.4%, respectively in 2013), although it showed a downward trend. The prescription rates of insulin for patients ≥75 years of age increased during the study period. Conclusion The pharmacotherapy trends for elderly patients with T2DM changed dramatically in Japan with the launch of DPP4i in 2009. Glycemic control in a considerable portion of the ≥75 age group in Japan was maintained at the expense of potential hypoglycemia by the frequent, although cautious, use of sulfonylureas, glinides and insulin.
Collapse
Affiliation(s)
- Ritsuko Yamamoto-Honda
- Department of Diabetes Research and Diabetes and Metabolism Information Center, Diabetes Research Center, Research Institute, National Center for Global Health and Medicine, Japan
- Health Management Center, Toranomon Hospital, Japan
- Department of Endocrinology and Metabolism, Toranomon Hospital, Japan
| | - Yoshihiko Takahashi
- Department of Diabetes, Endocrinology and Metabolism, National Center for Global Health and Medicine Center Hospital, Japan
- Division of Diabetes and Metabolism, Iwate Medical University, Japan
| | - Yasumichi Mori
- Department of Endocrinology and Metabolism, Toranomon Hospital, Japan
| | - Shigeo Yamashita
- Department of Diabetes and Endocrinology, JR Tokyo General Hospital, Japan
- Division of Diabetes and Endocrinology, Department of Internal Medicine, Tokyo Yamate Medical Center, Japan Community Health Care Organization, Japan
| | - Yoko Yoshida
- Department of Diabetes, the Institute for Adult Diseases, Asahi Life Foundation, Japan
| | - Shoji Kawazu
- Department of Diabetes, the Institute for Adult Diseases, Asahi Life Foundation, Japan
| | - Yasuhiko Iwamoto
- Department of Diabetes, the Institute for Adult Diseases, Asahi Life Foundation, Japan
| | - Hiroshi Kajio
- Department of Diabetes, Endocrinology and Metabolism, National Center for Global Health and Medicine Center Hospital, Japan
| | - Hidekatsu Yanai
- Department of Internal Medicine, National Center for Global Health and Medicine Kohnodai Hospital, Japan
| | - Shuichi Mishima
- Department of Internal Medicine, National Center for Global Health and Medicine Kohnodai Hospital, Japan
| | - Nobuhiro Handa
- Nagara Medical Center, National Hospital Organization, Japan
| | | | | | | | - Kazuhiko Ohe
- Department of Medical Informatics and Economics, Graduate School of Medicine, The University of Tokyo, Japan
| | | | - Mitsuhiko Noda
- Department of Diabetes Research and Diabetes and Metabolism Information Center, Diabetes Research Center, Research Institute, National Center for Global Health and Medicine, Japan
- Department of Endocrinology and Diabetes, Saitama Medical University, Japan
| |
Collapse
|
40
|
Gaviria-Mendoza A, Sánchez-Duque JA, Medina-Morales DA, Machado-Alba JE. Prescription patterns and costs of antidiabetic medications in a large group of patients. Prim Care Diabetes 2018; 12:184-191. [PMID: 29196125 DOI: 10.1016/j.pcd.2017.11.002] [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: 04/20/2017] [Revised: 11/01/2017] [Accepted: 11/10/2017] [Indexed: 12/26/2022]
Abstract
AIMS To determine the prescription patterns of antidiabetic medications and the variables associated with their use in a Colombian population. METHODS A cross-sectional study using a systematized database of approximately 3.5 million affiliates of the Colombian Health System. Patients of both genders and all ages treated uninterruptedly with antidiabetic medications for three months (June-August 2015) were included. A database was designed that included sociodemographic, pharmacological, comedication, and cost variables. RESULTS A total of 47,532 patients were identified; the mean age was 65.5 years, and 56.3% were women. Among the patients, 56.2% (n=26,691) received medication as monotherapy. The most prescribed medications were metformin, 81.3% (n=38,664), insulins, 33.3% (n=15,848), and sulfonylureas, 21.8% (n=10,370). Among the patients, 92.8% received comedications, including antihypertensives (79.7%), hypolipemiants (65.5%), antiplatelet drugs (56.3%), analgesics (33.9%), antiulcerants (33.1%), and thyroid hormone (17.3%). The cost per 1000 inhabitants/day was $1.21 USD for metformin, $3.89 USD for insulins, and $0.02 USD for glibenclamide. CONCLUSIONS Generally, rational prescription habits predominated, however in some cases an overuse of comedications (such as antiulcer drugs) and a large group of patients with high cost formulations were observed. Subsequent effectiveness and cost-benefit analyzes are required.
Collapse
Affiliation(s)
- Andrés Gaviria-Mendoza
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A., Pereira, Colombia
| | - Jorge Andrés Sánchez-Duque
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A., Pereira, Colombia
| | - Diego Alejandro Medina-Morales
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A., Pereira, Colombia
| | - Jorge Enrique Machado-Alba
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira-Audifarma S.A., Pereira, Colombia.
| |
Collapse
|
41
|
Fujihara K, Sone H. Cardiovascular Disease in Japanese Patients with Type 2 Diabetes Mellitus. Ann Vasc Dis 2018; 11:2-14. [PMID: 29682103 PMCID: PMC5882354 DOI: 10.3400/avd.ra.17-00109] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 11/15/2017] [Indexed: 12/15/2022] Open
Abstract
Individuals with diabetes have a two- to four-fold increased risk of coronary artery disease (CAD) and higher mortality rates than those without diabetes. Because not only microvascular but also macrovascular disease in patients with diabetes are known to predispose patients to a lower quality of life as well as lead to higher mortality rates, identifying and managing risk factors of CAD is of clinical relevance in diabetes care. A number of antihyperglycemic drugs are currently approved for the treatment of hyperglycemia in patients with type 2 diabetes mellitus (T2DM), with several new drugs having been developed during the last decade. Diabetes-related complications have been substantially reduced worldwide. However, in view of the current situation in which both the prevalence of obesity and glucose abnormality have increased worldwide, including Japan, diet and exercise remain the crucial means of treatment for patients with diabetes. Furthermore, predicting the development of CAD is essential. This review summarizes data from recent studies on cardiovascular disease in patients with T2DM, focusing on clinical trials and big data, including studies involving Japanese individuals.
Collapse
Affiliation(s)
- Kazuya Fujihara
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Niigata, Japan
| | - Hirohito Sone
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Niigata, Japan
| |
Collapse
|
42
|
Namba M, Iwakura T, Nishimura R, Akazawa K, Matsuhisa M, Atsumi Y, Satoh J, Yamauchi T. The current status of treatment-related severe hypoglycemia in Japanese patients with diabetes mellitus: A report from the committee on a survey of severe hypoglycemia in the Japan Diabetes Society. J Diabetes Investig 2018; 9:642-656. [PMID: 29498232 PMCID: PMC5934273 DOI: 10.1111/jdi.12790] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Accepted: 12/14/2017] [Indexed: 01/17/2023] Open
Abstract
Despite great strides in pharmacotherapy for diabetes, there is increasing concern over the risk of hypoglycemia in patients with diabetes receiving pharmacotherapy as they become increasingly older. This has prompted the Japan Diabetes Society (JDS) to initiate a survey on the current status of severe hypoglycemia in clinical settings. In July 2015, following approval from the JDS Scientific Survey/Research Ethics Committee, the JDS extended an invitation to executive educators, who represented a total of 631 healthcare facilities accredited by the JDS for diabetes education, to participate in the proposed survey. Of these, those who expressed their willingness to participate in the survey were sent an application form required for obtaining ethical approval at these healthcare facilities and were then asked, following approval, to enter relevant clinical data on an unlinked, anonymous basis in a web-based registry. The current survey was fully funded by the JDS Scientific Survey/Research Committee. A case registry (clinical case database) was launched after facility-specific information (healthcare facility database) was collected from all participating facilities and after informed consent was obtained from all participating patients. With severe hypoglycemia defined as the "presence of hypoglycemic symptoms requiring assistance from another person to treat and preferably venous plasma glucose levels at onset/diagnosis of disease or at presentation clearly less than 60 mg/dL (capillary whole blood glucose, less than 50 mg/dL)", the current survey was conducted between April 1, 2014 and March 31, 2015, during which facility-specific information was collected from a total of 193 facilities with a total of 798 case reports collected from 113 facilities. Of the 193 respondent facilities, 149 reported having an emergency department as well, with the median number of patients who required emergency transportation services to reach these facilities totaling 4,962 annually, of which those with severe hypoglycemia accounted for 0.34% (17). The respondent facilities accommodated a total of 2,237 patients with severe hypoglycemia annually, with the number of patients thus accommodated being 6.5 patients per site. A total of 1,171 patients were admitted for severe hypoglycemia, with the number of patients thus admitted being 4.0 per site, who accounted for 52.3% of all patients visiting annually for severe hypoglycemia. A review of the 798 case reports collected during the survey revealed that 240, 480 and 78 patients had type 1 diabetes, type 2 diabetes, and other types of diabetes, respectively; those with type 2 diabetes were shown to be significantly older (median [interquartile range], 77.0 [68.0-83.0]) than those with type 1 diabetes (54.0 [41.0-67.0]) (P < 0.001); and the BMI was shown to be significantly higher for those with type 2 diabetes (22.0 [19.5-24.8] kg/m2 ) than for those with type 1 diabetes (21.3 [18.9-24.0] kg/m2 ) (P = 0.003). It was also found that the median estimated glomerular filtration rate (eGFR) was significantly lower among those with type 2 diabetes (50.6 mL [31.8-71.1]/min/1.73 m2 ) than among those with type 1 diabetes (73.3 [53.5-91.1] mL/min/1.73 m2 ) (P < 0.001). Again, the median HbA1c value at onset of severe hypoglycemia was shown to be 7.0 (6.3-8.1)% among all patients examined, 7.5 (6.9-8.6)% among those with type 1 diabetes, and 6.8 (6.1-7.6)% among those with type 2 diabetes, with the HbA1c value at onset of hypoglycemia being significantly lower among those with type 2 diabetes (P < 0.001). Antecedent symptoms of severe hypoglycemia were shown to be present, absent and unknown in 35.5, 35.6, and 28.9% of all patients, respectively, with the incidence of symptomatic hypoglycemia being significantly lower among those with type 1 diabetes (41.0%) than among those with type 2 diabetes (56.9%). The antidiabetic agents used in those with type 2 diabetes were insulin preparations (292 patients including 29 receiving concomitant sulfonylureas [SUs]) (60.8%), SUs (159 insulin-naïve patients) (33.1%), and no insulin preparations or SUs (29 patients) (6.0%). Of the 798 patients surveyed, 296 patients (37.2%) were shown to have required emergency transportation services for severe hypoglycemia before. Thus, the survey revealed, for the first time, the current status of treatment-related severe hypoglycemia in Japan and clearly highlights the acute need for implementing preventive measures against hypoglycemia not only through education on hypoglycemia but through optimization of antidiabetic therapy for those at high risk of severe hypoglycemia or those with a history of severe hypoglycemia.
Collapse
Affiliation(s)
| | - Toshio Iwakura
- Diabetes and EndocrinologyKobe City Medical Center General HospitalKobeJapan
| | - Rimei Nishimura
- Department of Diabetes, Metabolism and EndocrinologyJikei University School of MedicineTokyoJapan
| | - Kohei Akazawa
- Department of Medical InformaticsNiigata University Medical & Dental HospitalNiigataJapan
| | - Munehide Matsuhisa
- Diabetes Therapeutics and Research CenterInstitute of Advanced Medical SciencesTokushima UniversityTokushimaJapan
| | | | - Jo Satoh
- Tohoku Medical and Pharmaceutical University Wakabayashi HospitalSendaiJapan
| | - Toshimasa Yamauchi
- Department of Diabetes and Metabolic DiseasesGraduate School of MedicineUniversity of TokyoTokyoJapan
| | | |
Collapse
|
43
|
The current status of treatment-related severe hypoglycemia in Japanese patients with diabetes mellitus: a report from the committee on a survey of severe hypoglycemia in the Japan Diabetes Society. Diabetol Int 2018; 9:84-99. [PMID: 30603355 DOI: 10.1007/s13340-018-0346-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Indexed: 01/21/2023]
Abstract
Despite great strides in pharmacotherapy for diabetes, there is increasing concern over the risk of hypoglycemia in patients with diabetes receiving pharmacotherapy as they become increasingly older. This has prompted the Japan Diabetes Society (JDS) to initiate a survey on the current status of severe hypoglycemia in clinical settings. In July 2015, following approval from the JDS Scientific Survey/Research Ethics Committee, the JDS extended an invitation to executive educators, who represented a total of 631 health-care facilities accredited by the JDS for diabetes education, to participate in the proposed survey. Of these, those who expressed their willingness to participate in the survey were sent an application form required for obtaining ethical approval at these health-care facilities and were then asked, following approval, to enter relevant clinical data on an unlinked, anonymous basis in a Web-based registry. The current survey was fully funded by the JDS Scientific Survey/Research Committee. A case registry (clinical case database) was launched after facility-specific information (healthcare facility database) was collected from all participating facilities and after informed consent was obtained from all participating patients. With severe hypoglycemia defined as the "presence of hypoglycemic symptoms requiring assistance from another person to treat and preferably venous plasma glucose levels at onset/diagnosis of disease or at presentation clearly less than 60 mg/dL (capillary whole blood glucose, less than 50 mg/dL)", the current survey was conducted between April 1, 2014 and March 31, 2015, during which facility-specific information was collected from a total of 193 facilities with a total of 798 case reports collected from 113 facilities. Of the 193 respondent facilities, 149 reported having an emergency department as well, with the median number of patients who required emergency transportation services to reach these facilities totaling 4962 annually, of which those with severe hypoglycemia accounted for 0.34% (17). The respondent facilities accommodated a total of 2237 patients with severe hypoglycemia annually, with the number of patients thus accommodated being 6.5 patients per site. A total of 1171 patients were admitted for severe hypoglycemia, with the number of patients thus admitted being 4.0 per site, who accounted for 52.3% of all patients visiting annually for severe hypoglycemia. A review of the 798 case reports collected during the survey revealed that 240, 480, and 78 patients had type 1 diabetes, type 2 diabetes, and other types of diabetes, respectively; those with type 2 diabetes were shown to be significantly older [median (interquartile range), 77.0 (68.0-83.0)] than those with type 1 diabetes [54.0 (41.0-67.0)] (P < 0.001); and the BMI was shown to be significantly higher for those with type 2 diabetes [22.0 (19.5-24.8) kg/m2] than for those with type 1 diabetes [21.3 (18.9-24.0) kg/m2] (P = 0.003). It was also found that the median estimated glomerular filtration rate (eGFR) was significantly lower among those with type 2 diabetes [50.6 mL (31.8-71.1)/min/1.73 m2] than among those with type 1 diabetes [73.3 (53.5-91.1) mL/min/1.73 m2] (P < 0.001). Again, the median HbA1c value at onset of severe hypoglycemia was shown to be 7.0 (6.3-8.1)% among all patients examined, 7.5 (6.9-8.6)% among those with type 1 diabetes, and 6.8 (6.1-7.6)% among those with type 2 diabetes, with the HbA1c value at onset of hypoglycemia being significantly lower among those with type 2 diabetes (P < 0.001). Antecedent symptoms of severe hypoglycemia were shown to be present, absent, and unknown in 35.5, 35.6, and 28.9% of all patients, respectively, with the incidence of symptomatic hypoglycemia being significantly lower among those with type 1 diabetes (41.0%) than among those with type 2 diabetes (56.9%). The antidiabetic agents used in those with type 2 diabetes were insulin preparations (292 patients including 29 receiving concomitant sulfonylureas [SUs]) (60.8%), SUs (159 insulin-naïve patients) (33.1%), and no insulin preparations or SUs (29 patients) (6.0%). Of the 798 patients surveyed, 296 patients (37.2%) were shown to have required emergency transportation services for severe hypoglycemia before. Thus, the survey revealed, for the first time, the current status of treatment-related severe hypoglycemia in Japan and clearly highlights the acute need for implementing preventive measures against hypoglycemia, not only through education on hypoglycemia but also through optimization of antidiabetic therapy for those at high risk of severe hypoglycemia or those with a history of severe hypoglycemia.
Collapse
|
44
|
Tago M, Oyama JI, Sakamoto Y, Shiraki A, Uchida F, Chihara A, Ikeda H, Kuroki S, Gondo S, Iwamoto T, Uchida Y, Node K. Efficacy and safety of sitagliptin in elderly patients with type 2 diabetes mellitus. Geriatr Gerontol Int 2018; 18:631-639. [DOI: 10.1111/ggi.13235] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 10/15/2017] [Accepted: 11/13/2017] [Indexed: 12/29/2022]
Affiliation(s)
- Motoko Tago
- Department of Cardiovascular Medicine; Saga University; Saga Japan
| | - Jun-ichi Oyama
- Department of Cardiovascular Medicine; Saga University; Saga Japan
| | - Yoshiko Sakamoto
- Department of Cardiovascular Medicine; Saga University; Saga Japan
| | - Aya Shiraki
- Department of Cardiovascular Medicine; Saga University; Saga Japan
| | - Fumi Uchida
- Department of Cardiovascular Medicine; Saga University; Saga Japan
| | - Atsuko Chihara
- Department of Cardiovascular Medicine; Saga University; Saga Japan
| | | | | | | | | | | | - Koichi Node
- Department of Cardiovascular Medicine; Saga University; Saga Japan
| |
Collapse
|
45
|
Park J, Park SW, Yoon KH, Kim SR, Ahn KJ, Lee JH, Mok JO, Chung CH, Han KA, Koh GP, Kang JG, Lee CB, Kim SH, Kwon NY, Kim DM. Efficacy and safety of evogliptin monotherapy in patients with type 2 diabetes and moderately elevated glycated haemoglobin levels after diet and exercise. Diabetes Obes Metab 2017; 19:1681-1687. [PMID: 28448688 PMCID: PMC5697645 DOI: 10.1111/dom.12987] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 04/12/2017] [Accepted: 04/21/2017] [Indexed: 12/28/2022]
Abstract
AIMS To evaluate the efficacy and safety of evogliptin, a newly developed dipeptidyl peptidase-4 inhibitor, in patients with type 2 diabetes (T2D) inadequately controlled by diet and exercise. MATERIALS AND METHODS In this randomized, double-blind, placebo-controlled, parallel-group, multicentre, phase III study, 160 patients with T2D were assigned to either evogliptin 5 mg or placebo for 24 weeks. The primary endpoint was the mean change in glycated haemoglobin (HbA1c) from baseline to week 24. RESULTS The mean baseline HbA1c levels were similar in the evogliptin and the placebo groups (7.20% ± 0.56% vs 7.20% ± 0.63%, respectively). At week 24, evogliptin significantly reduced HbA1c levels from baseline compared with placebo (-0.23% vs 0.05%, respectively, P < .0001). Additionally, the proportion of patients achieving HbA1c <6.5% was significantly higher in the evogliptin group than in the placebo group (33.3% vs 15.2%; P = .008). The overall incidence of adverse events, including hypoglycaemia, was similar in the 2 groups. CONCLUSIONS In this 24-week study, once-daily evogliptin monotherapy significantly improved glycaemic control and was well tolerated in patients with T2D.
Collapse
Affiliation(s)
- Juri Park
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Kangdong Sacred Heart HospitalHallym University College of MedicineSeoulKorea
| | - Sung Woo Park
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Kangbuk Samsung HospitalSungkyunkwan University School of MedicineSeoulKorea
| | - Kun Ho Yoon
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Seoul St Mary's HospitalCatholic University of KoreaSeoulKorea
| | - Sung Rae Kim
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Bucheon St. Mary's HospitalCatholic University of KoreaBucheonKorea
| | - Kyu Jeung Ahn
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Kangdong Kyung Hee HospitalKyung Hee University School of MedicineSeoulKorea
| | - Jae Hyuk Lee
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Myongji HospitalKwandong University College of MedicineKoyangKorea
| | - Ji Oh Mok
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Soonchunhyang University Bucheon HospitalSoonchunhyang University College of MedicineBucheonKorea
| | - Choon Hee Chung
- Department of Endocrinology and Metabolism, Division of Internal MedicineYonsei University Wonju College of MedicineWonjuKorea
| | - Kyung Ah Han
- Department of Endocrinology and Metabolism, Division of Internal MedicineEulji University School of MedicineDaejeonKorea
| | - Gwan Pyo Koh
- Department of Endocrinology and Metabolism, Division of Internal MedicineJeju National University School of MedicineJejuKorea
| | - Jun Goo Kang
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Hallym University Sacred Heart HospitalHallym University College of MedicineAnyangKorea
| | - Chang Beom Lee
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Hanyang University Guri HospitalHanyang University Medical SchoolGuriKorea
| | - Seong Hwan Kim
- Department of Cardiology, Division of Internal MedicineKorea University Ansan HospitalAnsanKorea
| | - Na Young Kwon
- Division of Biostatistics, Clinical Development TeamDong‐A ST Co., LTD.SeoulKorea
| | - Doo Man Kim
- Department of Endocrinology and Metabolism, Division of Internal Medicine, Kangdong Sacred Heart HospitalHallym University College of MedicineSeoulKorea
| |
Collapse
|
46
|
Suzuki L, Kanazawa A, Uzawa H, Osonoi Y, Masuyama A, Azuma K, Takeno K, Takayanagi N, Sato J, Someya Y, Komiya K, Goto H, Mita T, Ikeda F, Ogihara T, Shimizu T, Ohmura C, Saito M, Osonoi T, Watada H. Safety and efficacy of metformin up-titration in Japanese patients with type 2 diabetes mellitus treated with vildagliptin and low-dose metformin. Expert Opin Pharmacother 2017; 18:1921-1928. [DOI: 10.1080/14656566.2017.1404576] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Luka Suzuki
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Akio Kanazawa
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Center for Therapeutic Innovations in Diabetes, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hirotsugu Uzawa
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yusuke Osonoi
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Atushi Masuyama
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kosuke Azuma
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kageumi Takeno
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Naoko Takayanagi
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Junko Sato
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yuki Someya
- Sportology Center, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Koji Komiya
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hiromasa Goto
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Tomoya Mita
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Fuki Ikeda
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Takeshi Ogihara
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Tomoaki Shimizu
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Chie Ohmura
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | | | | | - Hirotaka Watada
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Center for Therapeutic Innovations in Diabetes, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Center for Identification of Diabetic Therapeutic Targets, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Sportology Center, Juntendo University Graduate School of Medicine, Tokyo, Japan
| |
Collapse
|
47
|
Kuan YC, Huang KW, Lin CL, Hu CJ, Kao CH. Effects of metformin exposure on neurodegenerative diseases in elderly patients with type 2 diabetes mellitus. Prog Neuropsychopharmacol Biol Psychiatry 2017; 79:77-83. [PMID: 28583443 DOI: 10.1016/j.pnpbp.2017.06.002] [Citation(s) in RCA: 108] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Revised: 05/26/2017] [Accepted: 06/02/2017] [Indexed: 01/18/2023]
Abstract
Epidemiological evidence reveals that patients with type 2 diabetes mellitus (T2DM) have an increased risk of neurodegenerative diseases (NDs), including dementia and Parkinson's disease (PD). The effects of metformin exposure on dementia and PD risk in patients with T2DM are unknown. We evaluated the effects of metformin exposure on the risk of dementia and PD in patients with T2DM. We performed a cohort study by using Taiwan's National Health Insurance Research Database. We recruited 4651 patients in the metformin cohort and a comparable number of nonmetformin controls by using propensity score matching. Multivariate Cox proportional hazards regression was used to estimate the effects of metformin on the risk of dementia and PD after adjustment for several confounding factors. During the 12-year follow-up, the metformin cohort exhibited a higher risk of PD than the nonmetformin cohort (hazard ratio [HR]: 2.27, 95% confidence interval [CI]=1.68-3.07). The metformin cohort had an increased risk of all-cause dementia (HR: 1.66, 95% CI=1.35-2.04). Moreover, metformin exposure increased the risk of Alzheimer's disease (HR: 2.13, 95% CI=1.20-3.79) and vascular dementia (HR: 2.30, 95% CI=1.25-4.22). The effects of exposure duration and dosage on dementia and PD occurrence were also observed. Long-term metformin exposure in patients with T2DM may lead to the development of NDs, including dementia and PD. Additional large-scale, prospective controlled trials are required to confirm the observed association in patients with T2DM.
Collapse
Affiliation(s)
- Yi-Chun Kuan
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan; Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei City, Taiwan; Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei City, Taiwan
| | - Kuang-Wei Huang
- Division of Gastroenterology, Department of Internal Medicine, Taipei Beitou Health Management Hospital, Taipei, Taiwan
| | - Cheng-Li Lin
- Management Office for Health Data, China Medical University Hospital, Taichung, Taiwan; College of Medicine, China Medical University, Taichung, Taiwan
| | - Chaur-Jong Hu
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan; Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei City, Taiwan
| | - Chia-Hung Kao
- Graduate Institute of Clinical Medical Science and School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan; Department of Nuclear Medicine and PET Center, China Medical University Hospital, Taichung, Taiwan; Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan.
| |
Collapse
|
48
|
Chu WM, Ho HE, Huang KH, Tsan YT, Liou YS, Wang YH, Lee MC, Li YC. The prescribing trend of oral antidiabetic agents for type 2 diabetes in Taiwan: An 8-year population-based study. Medicine (Baltimore) 2017; 96:e8257. [PMID: 29068991 PMCID: PMC5671824 DOI: 10.1097/md.0000000000008257] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The purpose of this study was to evaluate the prescription trend and pattern of oral antidiabetic (OAD) medications, which are extensively used worldwide for treating type 2 diabetes, in 2 age groups.In this population-based study, data obtained from the National Health Insurance Research Database, Taiwan, were analyzed to investigate the prescription trend of all types of OAD medications during 2005 to 2012. We used descriptive statistics to demonstrate the trend of prescription patterns stratified by age (aged 65 years and above or younger than 65).Sulfonylurea (SU) was once the most commonly used drug, but the proportion of its prescription had declined gradually (76.83% in 2005 to 63.70% in 2012). Consequently, biguanide (BG) became the most commonly used drug since 2010 (64.31% in 2005 to 74.41% in 2012). In addition, the prescriptions of thiazolidinedione decreased significantly (9.20% in 2005 to 2.86% in 2012), whereas the usage of DPP-4 inhibitor increased with time (3.73% in 2009 to 19.64% in 2012). The treatment choice of SU and α-glucosidase inhibitor (AGI) was higher in elderly patients compared with the younger population (SU: 62.70% in 2012, AGI: 12.78% in 2012). Two-drug combination therapies were the prevalent treatment choices for patients with type 2 diabetes (44.77% in 2012), particularly in the elderly group; however, ≥3 drug combination therapies increased gradually during the study period, particularly in the younger group.This descriptive study presents the change in the prescription of OAD medication for different age groups during 2005 to 2012.
Collapse
Affiliation(s)
- Wei-Min Chu
- Institute of Medicine, Chung Shan Medical University, Taichung
- Department of Family Medicine, Taichung Veterans General Hospital, Chiayi Branch, Chiayi
- School of Medicine, National Yang-Ming University, Taipei
| | - Hsin-En Ho
- Institute of Medicine, Chung Shan Medical University, Taichung
- Department of Family Medicine, Taichung Armed Force General Hospital, Taichung
- School of Medicine, National Defense Medical Center, Taipei
| | - Kuang-Hua Huang
- Department of Health Service Administration, College of Public Health, China Medical University
| | - Yu-Tse Tsan
- Division of Occupational Medicine, Department of Emergency Medicine, Taichung Veterans General Hospital
- School of Medicine, Chung Shan Medical University, Taichung
| | - Yi-Sheng Liou
- School of Public Health, National Defense Medical Center, Taipei
- Department of Family Medicine, Taichung Veterans General Hospital
| | - Yueh-Hsin Wang
- Department of Health Service Administration, College of Public Health, China Medical University
| | - Meng-Chih Lee
- Institute of Medicine, Chung Shan Medical University, Taichung
- Department of Family Medicine, Taichung Hospital, Ministry of Health and Welfare, Taichung
- Institute of Population Sciences, National Health Research Institutes, Miaoli County
- College of Management, Chao-Yung University of Technology
| | - Yu-Ching Li
- Department of Public Health, China Medical University, Taichung
- Department of Family Medicine, Yuan Rung Hospital, Yuanlin, Changhwa, Taiwan
| |
Collapse
|
49
|
Tosaki T, Kamiya H, Yamamoto Y, Himeno T, Kato Y, Kondo M, Yamada Y, Inagaki A, Tsubonaka K, Oshiro C, Katayama T, Hayasaki T, Nakaya Y, Fujiyoshi H, Nakamura J. Efficacy and Patient Satisfaction of the Weekly DPP-4 Inhibitors Trelagliptin and Omarigliptin in 80 Japanese Patients with Type 2 Diabetes. Intern Med 2017; 56:2563-2569. [PMID: 28883229 PMCID: PMC5658520 DOI: 10.2169/internalmedicine.8184-16] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Objective We investigated the efficacy, safety, and patient satisfaction of once-weekly DPP-4 inhibitors (DPP-4Is). Methods Either of two once-weekly DPP-4Is, trelagliptin or omarigliptin, was administered alone or in combination with other antidiabetic drugs in 80 outpatients with type 2 diabetes mellitus for 3 months. The HbA1c, glycoalbumin (GA), body weight, and the Diabetes Treatment Satisfaction Questionnaire (DTSQ) scores were evaluated. Results Patients switching from other daily DPP-4Is (n=29) showed no significant changes in the HbA1c or GA levels. However, the HbA1c and GA levels of patients who had been naïve to DPP-4Is (n=37) significantly improved from 9.31±2.53% to 7.02±1.20% (p<0.001) and 26.7±11.8% to 17.3±5.7% (p<0.001), respectively. Several non-serious adverse events were reported, including nausea (n=1), abdominal distension (n=1), and constipation (n=1). In the DTSQs, the total score for six questions on the primary factors representing patient treatment satisfaction was not markedly changed in patients switching from daily to weekly DPP-4Is but was significantly improved from 21.0 to 28.0 (p<0.001) in patients naïve to DPP-4Is. Conclusion These findings suggest that the use of a once-weekly DPP-4I is effective and well-tolerated in diabetes treatment and improves treatment satisfaction.
Collapse
Affiliation(s)
- Takahiro Tosaki
- TDE Healthcare Corporation TOSAKI Clinic for Diabetes and Endocrinology, Japan
| | - Hideki Kamiya
- Division of Diabetes, Department of Internal Medicine, Aichi Medical University School of Medicine, Japan
| | - Yuka Yamamoto
- Department of Diabetes and Endocrinology, Meieki East Clinic, Japan
| | - Tatsuhito Himeno
- Division of Diabetes, Department of Internal Medicine, Aichi Medical University School of Medicine, Japan
| | - Yoshiro Kato
- Division of Diabetes, Department of Internal Medicine, Aichi Medical University School of Medicine, Japan
| | - Masaki Kondo
- Division of Diabetes, Department of Internal Medicine, Aichi Medical University School of Medicine, Japan
| | - Yuichiro Yamada
- Division of Diabetes, Department of Internal Medicine, Aichi Medical University School of Medicine, Japan
| | - Akemi Inagaki
- Department of Diabetes and Endocrinology, Japanese Red Cross Nagoya Daini Hospital, Japan
| | - Kaori Tsubonaka
- TDE Healthcare Corporation TOSAKI Clinic for Diabetes and Endocrinology, Japan
| | - Chie Oshiro
- TDE Healthcare Corporation TOSAKI Clinic for Diabetes and Endocrinology, Japan
| | - Takami Katayama
- TDE Healthcare Corporation TOSAKI Clinic for Diabetes and Endocrinology, Japan
| | - Tomoyo Hayasaki
- TDE Healthcare Corporation TOSAKI Clinic for Diabetes and Endocrinology, Japan
| | - Yuki Nakaya
- TDE Healthcare Corporation TOSAKI Clinic for Diabetes and Endocrinology, Japan
| | - Haruna Fujiyoshi
- TDE Healthcare Corporation TOSAKI Clinic for Diabetes and Endocrinology, Japan
| | - Jiro Nakamura
- Division of Diabetes, Department of Internal Medicine, Aichi Medical University School of Medicine, Japan
| |
Collapse
|
50
|
Akahane K, Ojima K, Yokoyama A, Inoue T, Kiguchi S, Tatemichi S, Takeda H, Imai Y. Effects of combination of mitiglinide with various oral antidiabetic drugs in streptozotocin-nicotinamide-induced type 2 diabetic rats and Zucker fatty rats. Clin Exp Pharmacol Physiol 2017; 44:1263-1271. [PMID: 28744906 DOI: 10.1111/1440-1681.12823] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 07/10/2017] [Accepted: 07/19/2017] [Indexed: 01/21/2023]
Abstract
We examined the effects of combining the rapid insulin secretagogue, mitiglinide, with various oral hypoglycaemic drugs including biguanides, pioglitazone, α-glucosidase inhibitors, and sodium-glucose co-transporter 2 inhibitors in a rat model of type 2 diabetes. The oral glucose tolerance test (OGTT) using glucose, sucrose, or a liquid meal was used to compare the effects of mitiglinide with those of the four oral hypoglycaemic drugs and examine their combined effects on blood glucose levels and insulin secretion in the rat model. The combination of mitiglinide with other oral hypoglycaemic drugs suppressed the plasma glucose levels more than either agent did alone. Furthermore, the combination of these agents decreased insulin secretion more than mitiglinide did alone. These results indicate that mitiglinide is suitable for use in combination with other hypoglycaemic drugs because it inhibits postprandial hyperglycaemia by rapidly stimulating insulin secretion.
Collapse
Affiliation(s)
- Kenji Akahane
- Pharmacology Research Laboratory, R&D, Kissei Pharmaceutical Co., Ltd., Azumino, Nagano, Japan
| | - Kazuma Ojima
- Pharmacology Research Laboratory, R&D, Kissei Pharmaceutical Co., Ltd., Azumino, Nagano, Japan
| | - Ayaka Yokoyama
- Pharmacology Research Laboratory, R&D, Kissei Pharmaceutical Co., Ltd., Azumino, Nagano, Japan
| | - Toshihiro Inoue
- Pharmacology Research Laboratory, R&D, Kissei Pharmaceutical Co., Ltd., Azumino, Nagano, Japan
| | - Sumiyoshi Kiguchi
- Pharmacology Research Laboratory, R&D, Kissei Pharmaceutical Co., Ltd., Azumino, Nagano, Japan
| | - Satoshi Tatemichi
- Pharmacology Research Laboratory, R&D, Kissei Pharmaceutical Co., Ltd., Azumino, Nagano, Japan
| | - Hiroo Takeda
- Pharmacology Research Laboratory, R&D, Kissei Pharmaceutical Co., Ltd., Azumino, Nagano, Japan
| | - Yohsuke Imai
- Pharmacology Research Laboratory, R&D, Kissei Pharmaceutical Co., Ltd., Azumino, Nagano, Japan
| |
Collapse
|