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Gourdy P, Bonadonna RC, Mauricio D, Müller-Wieland D, Mauquoi C, Vera C, Bonnemaire M, Freemantle N. Effectiveness and safety of insulin glargine 300 U/mL in insulin-naïve individuals according to diabetes duration: Results from the REALI European pooled data analysis. Diabetes Obes Metab 2024. [PMID: 39420531 DOI: 10.1111/dom.16008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 09/27/2024] [Accepted: 09/28/2024] [Indexed: 10/19/2024]
Abstract
AIM To evaluate the effectiveness and safety of insulin glargine 300 U/mL (Gla-300) initiation according to diabetes duration (DD). MATERIALS AND METHODS We analysed patient-level data from 2381 insulin-naïve individuals with type 2 diabetes (T2D), of whom 2349 (98.7%) were treated with Gla-300 for 24 weeks. Of the 2381 participants, 1048 (44.0%) had a DD of less than 8 years and 1333 (56.0%) had a DD of 8 years or longer. We further analysed the subgroups of participants having a DD of less than 4 years (N = 450), 4-8 years (N = 598), 8-12 years (N = 627) and 12 years or longer (N = 706). RESULTS Mean ± standard deviation age was 60.2 ± 9.0 years in participants with a DD less than 8 years and 64.2 ± 8.8 years in those with a DD of 8 years or longer. At 24 weeks of Gla-300 therapy, HbA1c improved with a least-squares (LS) mean change from baseline of -1.88% (95% confidence interval [CI], -1.95 to -1.80) and -1.71% (95% CI, -1.77 to -1.65), respectively, resulting in a LS mean difference between groups of 0.17% (95% CI, 0.07 to 0.26; P = .0005). In the subgroup analysis, LS mean HbA1c reduction from baseline to week 24 was highest in participants with a DD of less than 4 years and lowest in participants with a DD of 12 years or longer. Overall, incidences of symptomatic and severe hypoglycaemia were low, irrespective of DD, without body weight changes. CONCLUSIONS Gla-300 was effective and safe in insulin-naïve individuals with T2D, regardless of DD. Improvement in HbA1c was greater when Gla-300 was initiated in participants with a DD of less than 4 years, although the difference between the groups was modest.
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Affiliation(s)
- Pierre Gourdy
- Endocrinology, Diabetology and Nutrition Department, Toulouse University Hospital, Toulouse, France
- Institute of Metabolic and Cardiovascular Diseases, UMR1297 INSERM/UPS, Toulouse University, Toulouse, France
| | - Riccardo C Bonadonna
- Azienda Ospedaliero-Universitaria di Parma, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Didac Mauricio
- Department of Endocrinology and Nutrition, CIBERDEM, Hospital de la Santa Creu i Sant Pau Institut de Recerca, Barcelona, Spain
| | | | | | | | | | - Nick Freemantle
- Institute of Clinical Trials and Methodology, University College London, London, UK
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Cerono G, Chicco D. Ensemble machine learning reveals key features for diabetes duration from electronic health records. PeerJ Comput Sci 2024; 10:e1896. [PMID: 38435625 PMCID: PMC10909161 DOI: 10.7717/peerj-cs.1896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 01/30/2024] [Indexed: 03/05/2024]
Abstract
Diabetes is a metabolic disorder that affects more than 420 million of people worldwide, and it is caused by the presence of a high level of sugar in blood for a long period. Diabetes can have serious long-term health consequences, such as cardiovascular diseases, strokes, chronic kidney diseases, foot ulcers, retinopathy, and others. Even if common, this disease is uneasy to spot, because it often comes with no symptoms. Especially for diabetes type 2, that happens mainly in the adults, knowing how long the diabetes has been present for a patient can have a strong impact on the treatment they can receive. This information, although pivotal, might be absent: for some patients, in fact, the year when they received the diabetes diagnosis might be well-known, but the year of the disease unset might be unknown. In this context, machine learning applied to electronic health records can be an effective tool to predict the past duration of diabetes for a patient. In this study, we applied a regression analysis based on several computational intelligence methods to a dataset of electronic health records of 73 patients with diabetes type 1 with 20 variables and another dataset of records of 400 patients of diabetes type 2 with 49 variables. Among the algorithms applied, Random Forests was able to outperform the other ones and to efficiently predict diabetes duration for both the cohorts, with the regression performances measured through the coefficient of determination R2. Afterwards, we applied the same method for feature ranking, and we detected the most relevant factors of the clinical records correlated with past diabetes duration: age, insulin intake, and body-mass index. Our study discoveries can have profound impact on clinical practice: when the information about the duration of diabetes of patient is missing, medical doctors can use our tool and focus on age, insulin intake, and body-mass index to infer this important aspect. Regarding limitations, unfortunately we were unable to find additional dataset of EHRs of patients with diabetes having the same variables of the two analyzed here, so we could not verify our findings on a validation cohort.
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Affiliation(s)
- Gabriel Cerono
- Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Davide Chicco
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Canada
- Dipartimento di Informatica Sistemistica e Comunicazione, Università di Milano-Bicocca, Milan, Italy
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Hong Y, Jeon Y, Choi Y, Chung TK, Lee H. Effectiveness and Safety of Sodium-Glucose Cotransporter 2 Inhibitors Added to Dual or Triple Treatment in Patients with Type 2 Diabetes Mellitus. Diabetes Ther 2024; 15:487-496. [PMID: 38114614 PMCID: PMC10838879 DOI: 10.1007/s13300-023-01518-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 12/05/2023] [Indexed: 12/21/2023] Open
Abstract
INTRODUCTION We evaluated the effectiveness and safety of sodium-glucose cotransporter 2 inhibitor (SGLT2i) add-on treatment in patients with type 2 diabetes mellitus (T2DM) in the real-world setting. METHODS This single-center retrospective study used the clinical database of Seoul National University Hospital in South Korea. Patients who received metformin monotherapy or combination therapy with ≥ 1 other oral hypoglycemic medication and had a baseline glycosylated hemoglobin (HbA1c) between 7.0% and 10.5% were included. Propensity score matching was applied between patients treated with and without SGLT2 inhibitors (SGLT2i and non-SGLT2i groups, respectively). Changes in HbA1c from baseline to week 26 were compared between the SGLT2i and non-SGLT2i groups, and risk of adverse events (AE) were also assessed. RESULTS A total of 1106 patients were included. At week 26, HbA1c was significantly more reduced by 0.35 percentage points in the SGLT2i group than in the non-SGLT2i group (95% CI 0.30-0.41, P < 0.001). Likewise, the proportion of patients achieving HbA1c < 7% was also significantly higher (51.9% vs. 37.6%, P < 0.05) in the SGLT2i group than in the non-SGLT2i group. The risk of adverse events in the SGLT2i group was mostly comparable with those in the non-SGLT2i group except for diseases of the liver, pain, hypertensive diseases, and metabolic disorders, which showed significantly higher odds in the SGLT2i group. CONCLUSIONS SGLT2i add-on treatment is an effective and safe therapeutic option for patients with T2DM in the real-world practice setting.
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Affiliation(s)
- Yesol Hong
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea
| | - Yoomin Jeon
- Department of Applied Bioengineering, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea
- Center for Convergence Approaches in Drug Development, Seoul, South Korea
| | - Yoona Choi
- Department of Applied Bioengineering, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea
- Center for Convergence Approaches in Drug Development, Seoul, South Korea
| | - Tae Kyu Chung
- Department of Applied Bioengineering, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea
- Center for Convergence Approaches in Drug Development, Seoul, South Korea
| | - Howard Lee
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea.
- Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Hospital, Seoul, South Korea.
- Center for Convergence Approaches in Drug Development, Seoul, South Korea.
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Hayashino Y, Izumi K, Origasa H, Nishimura R, Tajima N. Causes of death in Japanese people with type 2 diabetes and factors associated with all-cause mortality from a large registry in Japan: the Japan Diabetes Complication and its prevention prospective (JDCP) study-9. Diabetol Int 2023; 14:272-279. [PMID: 37397898 PMCID: PMC10307932 DOI: 10.1007/s13340-023-00628-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 03/02/2023] [Indexed: 07/04/2023]
Abstract
Aims We aimed to estimate the causes of death and their incidence rates and risk factors for all-cause mortality in Japanese people with type 2 diabetes using baseline data from the Japan Diabetes Complication and its Prevention (JDCP) prospective study. Methods We analyzed a multicenter prospective cohort of 5944 Japanese people with diabetes aged 40-74 years. Causes of death were categorized as cardiac or cerebrovascular disease, malignancy, infectious disease, accident or suicide, sudden death of unknown cause, and other unknown causes. The Cox proportional hazards model was used to estimate the hazard ratio of all-cause mortality risk factors. Results The mean age was 61.4 years, and 39.9% of the population was female. Overall, the mortality ratio per 100,000 person-years (95% confidence interval [CI]) was 515.3 (95% CI 445.1-596.9). Malignancies are the most common cause of death among people with type 2 diabetes, accounting for 46.9% of all deaths, followed by cardiac and cerebrovascular diseases at 11.7% and infectious diseases at 3.9%. Higher mortality risk was significantly associated with older age, lower body-mass index, alcohol intake, history of hypertension, and acute myocardial infarction (AMI). Conclusions The frequency of causes of death in people with type 2 diabetes identified in this study was similar to that from a recent survey on causes of death conducted by the Japan Diabetes Society. A lower body-mass index, alcohol intake, history of hypertension, and AMI were found to be associated with an increased total risk of type 2 diabetes. Supplementary Information The online version contains supplementary material available at 10.1007/s13340-023-00628-y.
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Affiliation(s)
- Yasuaki Hayashino
- Department of Endocrinology, Tenri Hospital, 200 Mishima-Cho, Tenri City, Nara 632-8552 Japan
| | - Kazuo Izumi
- Department of Clinical Research Strategic Planning, Center for Clinical Sciences, National Center for Global Health and Medicine, Tokyo, 162-8655 Japan
| | - Hideki Origasa
- The Institute of Statistical Mathematics, Tachikawa, Tokyo 190-8562 Japan
| | - Rimei Nishimura
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, Jikei University School of Medicine, 3-25-8 Nishishimbashi, Minato-Ku, Tokyo 105-8461 Japan
| | - Naoko Tajima
- Otemachi Place Medical Clinic, 2-3-1, Otemachi, Chiyoda-Ku, Tokyo 100-0004 Japan
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Lekkala S, Sacher SE, Taylor EA, Williams RM, Moseley KF, Donnelly E. Increased Advanced Glycation Endproducts, Stiffness, and Hardness in Iliac Crest Bone From Postmenopausal Women With Type 2 Diabetes Mellitus on Insulin. J Bone Miner Res 2023; 38:261-277. [PMID: 36478472 PMCID: PMC9898222 DOI: 10.1002/jbmr.4757] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 11/25/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022]
Abstract
Individuals with type 2 diabetes mellitus (T2DM) have a greater risk of bone fracture compared with those with normal glucose tolerance (NGT). In contrast, individuals with impaired glucose tolerance (IGT) have a lower or similar risk of fracture. Our objective was to understand how progressive glycemic derangement affects advanced glycation endproduct (AGE) content, composition, and mechanical properties of iliac bone from postmenopausal women with NGT (n = 35, age = 65 ± 7 years, HbA1c = 5.8% ± 0.3%), IGT (n = 26, age = 64 ± 5 years, HbA1c = 6.0% ± 0.4%), and T2DM on insulin (n = 25, age = 64 ± 6 years, HbA1c = 9.1% ± 2.2%). AGEs were assessed in all samples using high-performance liquid chromatography to measure pentosidine and in NGT/T2DM samples using multiphoton microscopy to spatially resolve the density of fluorescent AGEs (fAGEs). A subset of samples (n = 14 NGT, n = 14 T2DM) was analyzed with nanoindentation and Raman microscopy. Bone tissue from the T2DM group had greater concentrations of (i) pentosidine versus IGT (cortical +24%, p = 0.087; trabecular +35%, p = 0.007) and versus NGT (cortical +40%, p = 0.003; trabecular +35%, p = 0.004) and (ii) fAGE cross-link density versus NGT (cortical +71%, p < 0.001; trabecular +44%, p < 0.001). Bone pentosidine content in the IGT group was lower than in the T2DM group and did not differ from the NGT group, indicating that the greater AGE content observed in T2DM occurs with progressive diabetes. Individuals with T2DM on metformin had lower cortical bone pentosidine compared with individuals not on metformin (-35%, p = 0.017). Cortical bone from the T2DM group was stiffer (+9%, p = 0.021) and harder (+8%, p = 0.039) versus the NGT group. Bone tissue AGEs, which embrittle bone, increased with worsening glycemic control assessed by HbA1c (Pen: R2 = 0.28, p < 0.001; fAGE density: R2 = 0.30, p < 0.001). These relationships suggest a potential mechanism by which bone fragility may increase despite greater tissue stiffness and hardness in individuals with T2DM; our results suggest that it occurs in the transition from IGT to overt T2DM. © 2022 American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Sashank Lekkala
- Department of Materials Science and Engineering, Cornell University, Ithaca, NY
| | - Sara E. Sacher
- Department of Materials Science and Engineering, Cornell University, Ithaca, NY
| | - Erik A. Taylor
- Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY
| | | | - Kendall F. Moseley
- Division of Endocrinology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Eve Donnelly
- Department of Materials Science and Engineering, Cornell University, Ithaca, NY
- Research Division, Hospital for Special Surgery, New York, NY
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Clinical Utility of Boston-CTS and Six-Item CTS Questionnaires in Carpal Tunnel Syndrome Associated with Diabetic Polyneuropathy. Diagnostics (Basel) 2022; 13:diagnostics13010004. [PMID: 36611296 PMCID: PMC9818529 DOI: 10.3390/diagnostics13010004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/09/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
Diabetic polyneuropathy (DPN) is the most frequent complication of diabetes. Carpal tunnel syndrome (CTS), one of the most common neuropathies, is a chronic compression of the median nerve at the wrist. In our prospective cross-sectional study, we enrolled patients with type 2 diabetes presenting with signs and symptoms suggestive of DPN (n = 53). We aimed to compare two clinical scales: the Boston Carpal Tunnel Syndrome Questionnaire (BCTQ) and the six-item CTS symptoms scale (CTS-6), with nerve conduction studies (NCS) for detecting CTS in patients with DPN. Carpal tunnel syndrome and DPN were clinically evaluated, and the diagnosis was confirmed by NCS. Depending on the NCS parameters, the study group was divided into patients with and without DPN. For each group, we selected patients with CTS confirmed through NCS, and the results were compared with the BCTQ and CTS-6 scales. The clinical evaluation of CTS performed through BCTQ and CTS-6 was statistically significantly different between patients with and without CTS. When comparing the BCTQ questionnaire with the NCS tests, we found area under the curve (AUC) = 0.76 (95% CI 0.65-0.86) in patients with neuropathy and AUC = 0.72 (95% CI 0.55-0.88) in patients without neuropathy. At the same time, the AUC values of the CTS-6 scale were 0.76 (95% CI 0.61-0.88) in patients with neuropathy and 0.70 (95% CI 0.51-0.86) in patients without neuropathy. Using multiple logistic regression, we demonstrated that DPN increased the chances of detecting CTS using the two questionnaires. The Boston Carpal Tunnel Syndrome and CTS-6 questionnaires can be used in the diagnosis of CTS in diabetic patients with and without DPN but with moderate AUC. The presence of DPN increased the chances of detecting CTS using the BCTQ questionnaire and the CTS-6 scale.
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Sekiya S, Suzuki T, Tanaka R, Harigai S, Shimono K, Ohura S, Hashiba H, Shikamura Y. Pharmacists’ Adherence Support System FollowNavi for Patients with Type 2 Diabetes. Biol Pharm Bull 2022; 45:1091-1100. [DOI: 10.1248/bpb.b22-00121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Shu Sekiya
- Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | | | - Rei Tanaka
- Faculty of Pharmaceutical Sciences, Tokyo University of Science
| | - Shumpei Harigai
- Faculty of Pharmaceutical Sciences, Tokyo University of Science
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Yu Y, Xie K, Lou Q, Xia H, Wu D, Dai L, Hu C, Shan S, Wang K, Tang W. The clinical characteristics of Chinese elderly patients with different durations of type 2 diabetes mellitus. Front Endocrinol (Lausanne) 2022; 13:904347. [PMID: 35966087 PMCID: PMC9372462 DOI: 10.3389/fendo.2022.904347] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 07/05/2022] [Indexed: 11/13/2022] Open
Abstract
Aims To explore the clinical characteristics among elderly (aged ≥60 years) patients with type 2 diabetes (T2DM) of different durations. Methods Clinical characteristics were investigated in 3840 elderly T2DM patients according to their different durations of diabetes (< 1 year, 1~5 years, 5~10 years, and ≥ 10 years). Kruskal-Wallis and Dunn tests were used to assess the differences among groups for continuous variables. The chi-square and post hoc tests were carried out for dichotomous variables. The logistic regression was adopted to investigate the relationships between various durations of diabetes and the control rates of achieving the control targets for T2DM as well as diabetic vascular complications. Results There were 972, 896, 875 and 1097 patients with a duration of diabetes of <1, 1~5, 5~10 and ≥10 years, respectively. In logistic regression models adjusted for age, sex, education, BMI, smoking and family history of diabetes, elderly T2DM patients with a duration of diabetes of ≥10 years were more likely to reach the comprehensive control targets for TC (ORTC = 1.36, 95% CI =1.14-1.63), LDL-C (ORLDL-C = 1.39, 95% CI =1.17-1.66), TG (ORTG = 1.76, 95% CI =1.46-2.12) and BMI (ORBMI = 1.82, 95% CI =1.52-2.18). Elderly T2DM patients with a duration of diabetes of 1~5 years were more likely to achieve the HbA1c control target (ORHbA1c = 1.92, 95% CI = 1.59-2.31) than elderly T2DM patients with a duration of diabetes of <1 year. Furthermore, in elderly T2DM patients with a duration of diabetes of 5~10 years or ≥ 10 years, the duration of diabetes was positively associated with diabetic macrovascular complications (coronary heart disease and peripheral artery disease). In elderly T2DM patients with a duration of diabetes of over 10 years, the duration of diabetes was associated with diabetes kidney disease (all P < 0.05). Conclusions It is worth noting that the clinical characteristics of elderly patients with type 2 diabetes in different durations of diabetes are different.
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Affiliation(s)
- Yun Yu
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Kaipeng Xie
- Department of Public Health, Nanjing Maternity and Child Health Care Hospital, Women’s Hospital of Nanjing Medical University, Nanjing, China
| | - Qinglin Lou
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Hui Xia
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Dan Wu
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Lingli Dai
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Cuining Hu
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Shan Shan
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Kunlin Wang
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
| | - Wei Tang
- Department of Endocrinology and Metabolism, Geriatric Hospital of Nanjing Medical University, Nanjing, China
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Aroda VR, Bauer R, Christiansen E, Haluzík M, Kallenbach K, Montanya E, Rosenstock J, Meier JJ. Efficacy and safety of oral semaglutide by subgroups of patient characteristics in the PIONEER phase 3 programme. Diabetes Obes Metab 2022; 24:1338-1350. [PMID: 35373893 PMCID: PMC9321749 DOI: 10.1111/dom.14710] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 03/29/2022] [Accepted: 03/30/2022] [Indexed: 11/30/2022]
Abstract
AIMS To evaluate the efficacy and safety of oral semaglutide versus comparators by patient characteristic subgroups in patients with type 2 diabetes. MATERIALS AND METHODS Change from baseline in glycated haemoglobin (HbA1c) and body weight, and achievement of HbA1c <7.0% with oral semaglutide 7 mg, oral semaglutide 14 mg, flexibly dosed oral semaglutide (flex) and comparators were assessed across baseline subgroups (age, race, ethnicity, diabetes duration, body mass index and HbA1c) from the PIONEER programme. Treatment differences were analysed using a mixed model for repeated measurements for continuous variables and a logistic regression model for the binary endpoint. Pooled safety data were analysed descriptively. RESULTS Changes from baseline in HbA1c and body weight, and the odds of achieving HbA1c <7.0%, were greater with oral semaglutide 14 mg/flex (n = 1934) and higher or similar with oral semaglutide 7 mg (n = 823) versus comparators (n = 2077) across most subgroups. Changes in HbA1c with oral semaglutide 14 mg/flex were greater for patients with higher baseline HbA1c (HbA1c >9.0%: -1.7% to -2.6%; HbA1c <8.0%: -0.7% to -1.2%). In some trials, Asian patients experienced greater HbA1c reductions with oral semaglutide 14 mg/flex (-1.5% to -1.8%) than other racial groups (-0.6% to -1.6%). The overall incidence of adverse events (AEs) with oral semaglutide was similar to that with comparators and was consistent across subgroups. More gastrointestinal AEs were observed with oral semaglutide, versus comparators, across subgroups. CONCLUSIONS Oral semaglutide demonstrated consistently greater HbA1c and body weight reductions across a range of patient characteristics, with greater HbA1c reductions seen at higher baseline HbA1c levels.
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Affiliation(s)
- Vanita R. Aroda
- Brigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | | | | | - Martin Haluzík
- Diabetes CentreInstitute for Clinical and Experimental MedicinePragueCzech Republic
| | | | - Eduard Montanya
- Hospital Universitari Bellvitge‐IDIBELLCIBERDEM and University of BarcelonaBarcelonaSpain
| | | | - Juris J. Meier
- Department of Internal Medicine, Gastroenterology and DiabetologyAugusta ClinicBochumGermany
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Takahara M, Mita T, Katakami N, Wada F, Morita N, Kidani Y, Yajima T, Shimomura I, Watada H. Three-Year Glycaemic Control and Management in Patients with Type 2 Diabetes Initiating Second-Line Treatment in Japan: A Prospective Observational Study, J-DISCOVER. Diabetes Ther 2022; 13:251-264. [PMID: 34962628 PMCID: PMC8873328 DOI: 10.1007/s13300-021-01192-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 12/08/2021] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION J-DISCOVER is a prospective, observational cohort study that aimed to understand characteristics, glycaemic control, comorbidities and real-world management of patients with early-stage type 2 diabetes mellitus (T2DM) in Japan, by enrolling patients initiating second-line treatment from both diabetes specialist and non-specialist care settings. METHODS As part of the global DISCOVER programme, J-DISCOVER enrolled 1798 patients with T2DM aged at least 20 years old from 142 sites across Japan, from September 2014 to December 2015, and followed these patients for 3 years. Glycaemic control, body mass index (BMI), blood pressure, lipid profiles, treatment patterns, and prevalence of CKD and retinopathy were examined from baseline to 6, 12, 24 and 36 months, stratified by class of second-line treatment. RESULTS At baseline, the median time after T2DM diagnosis was 3.1 years and mean glycated haemoglobin (HbA1c) was 7.7%. The mean individualized HbA1c target was 6.7 ± 0.5%, and 55.3% of patients were set the target of < 7.0%. HbA1c reductions were noted from 6 months and mean HbA1c was 7.1% at 36 months. The proportion of patients with HbA1c < 7.0% increased from 28.8% at baseline to 53.3% at 36 months, and the achievement rate of individualized HbA1c targets increased from 6.1% to 30.3%. Only two cases of severe hypoglycaemia occurred during the study. No major changes in BMI, blood pressure, lipid profile or prescription of antihypertensive or dyslipidaemia medications were observed. The frequencies of screening to detect retinopathy and chronic kidney disease (CKD) were 17.0-21.0% and 14.5-16.0%, respectively, during the follow-up period. The prevalence of CKD, but not retinopathy, increased over the follow-up period. CONCLUSIONS This study provided an overview of the 3-year management of early-stage T2DM in patients initiating second-line treatment. Contemporary management improved glycaemic control with an acceptable risk-benefit balance, although hurdles remain to sufficient implementation of guideline-recommended treatments in current clinical practice. TRIAL REGISTRATION ClinicalTrials.gov identifier, NCT02226822.
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Affiliation(s)
- Mitsuyoshi Takahara
- Department of Diabetes Care Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Tomoya Mita
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Naoto Katakami
- Department of Metabolic Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Fumitaka Wada
- Medical Affairs, AstraZeneca K.K., 3-1 Ofukacho, Kita-ku, Osaka, 530-0011, Japan
| | - Naru Morita
- Medical Affairs, AstraZeneca K.K., 3-1 Ofukacho, Kita-ku, Osaka, 530-0011, Japan
| | - Yoko Kidani
- Medical Affairs, AstraZeneca K.K., 3-1 Ofukacho, Kita-ku, Osaka, 530-0011, Japan
| | - Toshitaka Yajima
- Medical Affairs, AstraZeneca K.K., 3-1 Ofukacho, Kita-ku, Osaka, 530-0011, Japan.
| | - Iichiro Shimomura
- Department of Metabolic Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Hirotaka Watada
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
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Takahara M, Katakami N, Hayashino Y, Nishimura R, Suzuki H, Shimano H, Yoshioka N, Tajima N, Yamasaki Y. Different impacts of metabolic profiles on future risk of cardiovascular disease between diabetes with and without established cardiovascular disease: the Japan diabetes complication and its prevention prospective study 7 (JDCP study 7). Acta Diabetol 2022; 59:57-65. [PMID: 34462827 PMCID: PMC8758607 DOI: 10.1007/s00592-021-01773-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 07/09/2021] [Indexed: 11/04/2022]
Abstract
AIMS Most risk calculators that predict future cardiovascular disease (CVD) by baseline profiles are originally developed for primary prevention, but some studies applied the calculators to secondary prevention. We compared the impact of baseline profiles on the future CVD risk between patients with diabetes with and without a CVD history. METHODS We analyzed a multicenter prospective cohort of 6338 Japanese patients with diabetes aged 40-74 years, including those with (n = 634) and without a CVD history (n = 5704). The future risk of CVD was investigated using the competing risk model, with adjustment for non-cardiovascular mortality. RESULTS During the median follow-up of 6.9 years, 413 CVD events were observed. The 8-year cumulative incidence rates of CVD were 21.5% and 7.2% in patients with and without a CVD history, respectively. A higher systolic blood pressure and lower high-density lipoprotein cholesterol levels were independently associated with a future CVD risk in patients without a CVD history (both P < 0.05), whereas they were not associated in those with a CVD history. The P values for interaction were 0.040 and 0.005, respectively. The male sex, an older age, a longer duration of diabetes, higher hemoglobin A1c levels, and higher low-density lipoprotein cholesterol levels were common independent risk factors regardless of CVD history (all P < 0.05). CONCLUSIONS The prognostic impact of metabolic profiles on CVD risk would not be identical between patients with and without a CVD history, suggesting that it might be inappropriate to apply CVD risk calculators developed for primary prevention to patients with a CVD history.
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Affiliation(s)
- Mitsuyoshi Takahara
- Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita City, Osaka, 565-0871, Japan
| | - Naoto Katakami
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita City, Osaka, 565-0871, Japan.
| | - Yasuaki Hayashino
- Department of Endocrinology, Tenri Hospital, 200 Mishimacho, Tenri City, Nara, 632-8552, Japan
| | - Rimei Nishimura
- Department of Diabetes, Metabolism and Endocrinology, Jikei University School of Medicine, 3-25-8 Nishi-Shimbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Hiroaki Suzuki
- Department of Endocrinology and Metabolism, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba City, Ibaraki, 305-8575, Japan
| | - Hitoshi Shimano
- Department of Endocrinology and Metabolism, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba City, Ibaraki, 305-8575, Japan
| | - Narihito Yoshioka
- NTT-East Sapporo Hospital, Minami 1 Jyo Nishi 15 Chome Chuo-Ku, Sapporo City, Hokkaido, 060-0061, Japan
| | - Naoko Tajima
- Otemachi Place Medical Clinic, 2-3-1, Otemachi, Chiyoda-ku, Tokyo, 100-0004, Japan
| | - Yoshimitsu Yamasaki
- Nishi-Umeda Clinic, 3-3-45 Umeda, Kita-ku, Osaka City, Osaka, 530-0001, Japan
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12
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Williams DM, Jones H, Stephens JW. Personalized Type 2 Diabetes Management: An Update on Recent Advances and Recommendations. Diabetes Metab Syndr Obes 2022; 15:281-295. [PMID: 35153495 PMCID: PMC8824792 DOI: 10.2147/dmso.s331654] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 01/18/2022] [Indexed: 12/19/2022] Open
Abstract
Previous guidelines for the treatment of people with type 2 diabetes mellitus (T2D) have relied heavily upon rigid algorithms for the sequential addition of pharmacotherapies to achieve target glycemic control. More recent guidelines advocate a personalized approach for diabetes treatment, to improve patient satisfaction, quality of life, medication adherence and overall health outcomes. Clinicians should work with patients to develop personalized goals for their treatment, including targeted glycemic control, weight management, prevention and treatment of associated comorbidities and avoidance of complications such as hypoglycemia. Factors that affect the intensity of treatment and choice of pharmacotherapy should include medical and patient influences. Medical considerations include the diabetes phenotype, biomarkers including genetic tests, and the presence of comorbidities such as cardiovascular, renal, or hepatic disease. Patient factors include their treatment preference, age and life expectancy, diabetes duration, hypoglycemia fear and unawareness, psychological and social circumstances. The use of a personalized approach in the management of people with T2D can reduce the cost and failure associated with the algorithmic "one-size-fits-all" approach, to anticipate disease progression, improve the response to diabetes pharmacotherapy and reduce the incidence of diabetes-associated complications. Ultimately, the use of personalized medicine in people with T2D should improve medication adherence, patient satisfaction and quality of life to reduce diabetes distress and improve physical health outcomes.
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Affiliation(s)
- David M Williams
- Department of Diabetes and Endocrinology, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 8NL, UK
- Correspondence: David M Williams, Diabetes Centre, Morriston Hospital, Swansea, SA6 6NL., UK, Tel +441792704078, Email
| | - Hannah Jones
- Department of Diabetes and Endocrinology, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 8NL, UK
| | - Jeffrey W Stephens
- Department of Diabetes and Endocrinology, Morriston Hospital, Swansea Bay University Health Board, Swansea, SA6 8NL, UK
- Diabetes Research Group, Swansea University Medical School, Swansea University, Swansea, SA2 8PP, UK
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13
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Koo BK, Moon S, Moon MK. Muscle strength, an independent determinant of glycemic control in older adults with long-standing type 2 diabetes: a prospective cohort study. BMC Geriatr 2021; 21:684. [PMID: 34876063 PMCID: PMC8650318 DOI: 10.1186/s12877-021-02629-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 11/09/2021] [Indexed: 12/25/2022] Open
Abstract
Background Although the proportion of older patients with type 2 diabetes mellitus (T2DM) has increased, few studies have reported the factors affecting glucose levels in older patients with long-standing T2DM. This study assessed the determinants of glycemic control in older adults with T2DM of a duration of ≥10 years, including muscle mass, muscle quality, and β-cell function. Methods This was a prospective study of older patients aged ≥60 years with a T2DM duration of ≥10 years. The Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) index, handgrip strength (HGS), and body composition through bioelectrical impedance analysis were assessed. The primary outcome was a composite of: (i) increment of glycated hemoglobin (HbA1c) from the baseline ≥0.6% and (ii) HbA1c ≥ 9% at any time point during the follow-up period. To find the predicting determinants of the outcome, we performed the Cox proportional hazard analysis. Results Among 100 patients (mean age, 64.0 ± 8.6 years; median duration of diabetes, 20 [interquartile range (IQR), 17–23] years; median HbA1c at baseline, 7.1 [IQR, 6.7–7.4] %), the primary outcome was observed in 40 (40.0%) patients during 4.0 (IQR 2.3–5.0) years of follow-up. A Cox proportional hazards model adjusted for age, sex, baseline HbA1c, obesity, duration of DM and anti-diabetic medication at baseline showed that low HGS and insulin resistance at the baseline were independent determinants of the primary outcome (hazard ratio [HR] = 2.23 [95% confidence interval (CI), 1.06–4.72] and 2.39 [95% CI, 1.18–4.83], respectively). Sex stratification confirmed that HGS and muscle mass were independent determinants of the primary outcome only in women (HR per quartile, 0.58 [95% CI, 0.37–0.93] and 0.46 [95% CI, 0.25–0.85], respectively). `. Conclusions Low HGS and insulin resistance were independent risk factors for aggravated glycemic control among older patients with long standing T2DM. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-021-02629-5.
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Affiliation(s)
- Bo Kyung Koo
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.,Division of Endocrinology, Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Seoil Moon
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Min Kyong Moon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea. .,Division of Endocrinology, Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea.
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14
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Lo S, Leiter LA, Langer A, Tan M, Goldin L, Harris S, Yale JF, Ekoe JM, Lin PJ, Goodman SG, Yan AT. Cardiovascular risk factor management in patients with diabetes: Does management differ with disease duration? J Diabetes Complications 2021; 35:107997. [PMID: 34332851 DOI: 10.1016/j.jdiacomp.2021.107997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 06/23/2021] [Accepted: 07/19/2021] [Indexed: 10/20/2022]
Abstract
AIMS Our objective was to examine risk factor modification targets and treatment in relation to duration of diabetes. METHODS The Diabetes Mellitus Status in Canada (DM-SCAN) study collected data on 5109 patients with type 2 diabetes mellitus (T2DM) in 2012 in primary care. We compared the prevalence of vascular complications, treatment targets, and interventions between patients with diagnosed diabetes duration ≤10 and > 10 years. RESULTS Physicians more frequently assigned HbA1c (glycated hemoglobin) targets of 7.1-8.5% (54-69 mmol/mol) to patients with longer duration of diabetes (n = 1647) (19.8% vs 9.5%, p < 0.001). Patients with longer duration of diabetes were less likely to achieve HbA1c targets of ≤7.0% (53 mmol/mol) (39% vs. 55%, p < 0.001), had similar likelihood of achieving blood pressure targets of ≤130/80 mmHg (38% vs. 36%, p = 0.26) and were more likely to achieve LDL-C targets of ≤2.0 mmol/L (≤77.3 mg/dL) (63% vs. 53%, p < 0.001) compared to patients with shorter duration of diabetes (n = 3462). Achievement of all three targets between both groups were similar (13% vs. 13%, p = 0.82). Overall, patients with longer duration of diabetes were more likely to be prescribed anti-hyperglycemic, anti-hypertensive, lipid-lowering medications and referred for diabetes education. CONCLUSIONS Only 13% of patients achieved glycemic, blood pressure, and LDL-C targets irrespective of duration of diabetes. Despite being managed with more medications, patients with longer duration of diabetes were less likely to achieve glycemic targets. More focus is needed on developing methods to bridge best care and real-world practice.
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Affiliation(s)
- Samantha Lo
- Terrence Donnelly Heart Centre, St. Michael's Hospital, Toronto, Canada
| | - Lawrence A Leiter
- Department of Medicine, University of Toronto, Toronto, Canada; Division of Endocrinology and Metabolism, St. Michael's Hospital, Toronto, Canada
| | - Anatoly Langer
- Department of Medicine, University of Toronto, Toronto, Canada; Canadian Heart Research Centre, Toronto, Canada
| | - Mary Tan
- Canadian Heart Research Centre, Toronto, Canada
| | | | - Stewart Harris
- Schulich School of Medicine and Dentistry, Western University, London, Canada
| | - Jean-Francois Yale
- Department of Medicine, McGill University, Division of Endocrinology and Metabolism, McGill University Health Centre, Montreal, Canada
| | - Jean-Marie Ekoe
- Faculty of Medicine, University of Montreal, Centre hospitalier de l'Université de Montréal, Montréal, Canada
| | - Peter J Lin
- Canadian Heart Research Centre, Toronto, Canada
| | - Shaun G Goodman
- Terrence Donnelly Heart Centre, St. Michael's Hospital, Toronto, Canada; Department of Medicine, University of Toronto, Toronto, Canada
| | - Andrew T Yan
- Terrence Donnelly Heart Centre, St. Michael's Hospital, Toronto, Canada; Department of Medicine, University of Toronto, Toronto, Canada.
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15
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Ohsugi M, Eiki JI, Iglay K, Tetsuka J, Tokita S, Ueki K. Comorbidities and complications in Japanese patients with type 2 diabetes mellitus: Retrospective analyses of J-DREAMS, an advanced electronic medical records database. Diabetes Res Clin Pract 2021; 178:108845. [PMID: 33933501 DOI: 10.1016/j.diabres.2021.108845] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 03/25/2021] [Accepted: 04/27/2021] [Indexed: 11/19/2022]
Abstract
AIMS To investigate the prevalence of comorbid conditions/complications among Japanese patients with type 2 diabetes mellitus (T2DM) in a real-world setting. METHODS We performed retrospective analyses of a large-scale database directly linked to electronic medical records, J-DREAMS (Japan Diabetes compREhensive database project based on an Advanced electronic Medical record System), to determine the prevalence of clinically significant comorbid conditions/complications among Japanese patients with T2DM aged ≥ 20 years with ≥ 1 clinical encounter at a referral center between April 1, 2017 and March 31, 2019. RESULTS Data were available for 10,151 patients (39.2% female). The mean age and T2DM duration were 66.0 years and 16.1 years, respectively. Only 0.5% had isolated T2DM, 6.6% had one comorbid condition/complication, and the remainder had multiple comorbid conditions/complications. Dyslipidemia (84.7%) and hypertension (75.1%) were the most common, followed by chronic kidney disease (35.4%), retinopathy (23.1%), and cardiovascular diseases (22.1%). Overall, 36.0% of patients were overweight/obese (body mass index ≥ 25 kg/m2) and 18.6% had a history of neoplasms. The prevalence of comorbid conditions/complications tended to increase with advancing age and duration of T2DM. CONCLUSIONS We revealed a high prevalence of comorbid conditions/complications, including chronic kidney and cardiovascular diseases, in Japanese patients with T2DM.
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Affiliation(s)
- Mitsuru Ohsugi
- Diabetes and Metabolism Information Center, Research Institute, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo 162-8655, Japan.
| | - Jun-Ichi Eiki
- Medical Affairs, MSD K.K., 1-13-12 Kudan-kita, Chiyoda-ku, Tokyo 102-8667, Japan.
| | - Kristy Iglay
- Center for Observational and Real-World Evidence, Merck & Co., Inc., Kenilworth, NJ, USA.
| | - Jumpei Tetsuka
- Medical Affairs, MSD K.K., 1-13-12 Kudan-kita, Chiyoda-ku, Tokyo 102-8667, Japan.
| | - Shigeru Tokita
- Medical Affairs, MSD K.K., 1-13-12 Kudan-kita, Chiyoda-ku, Tokyo 102-8667, Japan.
| | - Kohjiro Ueki
- Diabetes Research Center, Research Institute, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo 162-8655, Japan; Department of Molecular Diabetology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8655, Japan.
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16
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Kohsaka S, Morita N, Okami S, Kidani Y, Yajima T. Current trends in diabetes mellitus database research in Japan. Diabetes Obes Metab 2021; 23 Suppl 2:3-18. [PMID: 33835639 DOI: 10.1111/dom.14325] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 01/14/2021] [Accepted: 01/24/2021] [Indexed: 02/06/2023]
Abstract
With the widespread use of electronic medical records and administrative claims databases, analytic results from so-called real-world data have become increasingly important in healthcare decision-making. Diabetes mellitus is a heterogeneous condition that involves a broad spectrum of patients. Real-world database studies have been recognised as a powerful tool to understand the impact of current practices on clinical courses and outcomes, such as long-term glucose control, development of microvascular or macro-vascular diseases, and mortality. Diabetes is also a major global health issue and poses a significant social and economic burden worldwide. Therefore, it is critical to understand the epidemiology, clinical course, treatment reality, and long-term outcomes of diabetes to determine realistic solutions to a variety of disease-related issues that we are facing. In the present review, we summarise the healthcare system and large-scale databases currently available in Japan, introduce the results from recent database studies involving Japanese patients with diabetes, and discuss future opportunities and challenges for the use of databases in the management of diabetes.
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Affiliation(s)
- Shun Kohsaka
- Department of Cardiology, Keio University School of Medicine, Tokyo, Japan
| | - Naru Morita
- Cardiovascular, Renal, and Metabolism, Medical Affairs, AstraZeneca K.K., Osaka, Japan
| | - Suguru Okami
- Cardiovascular, Renal, and Metabolism, Medical Affairs, AstraZeneca K.K., Osaka, Japan
| | - Yoko Kidani
- Cardiovascular, Renal, and Metabolism, Medical Affairs, AstraZeneca K.K., Osaka, Japan
| | - Toshitaka Yajima
- Cardiovascular, Renal, and Metabolism, Medical Affairs, AstraZeneca K.K., Osaka, Japan
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17
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Kim J, Yoon SJ, Jo MW. Estimating the disease burden of Korean type 2 diabetes mellitus patients considering its complications. PLoS One 2021; 16:e0246635. [PMID: 33556138 PMCID: PMC7870056 DOI: 10.1371/journal.pone.0246635] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 01/22/2021] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND The burden of diabetes is considerable not only globally but also nationally within Korea. The Global Burden of Disease study derived the disability-adjusted life years (DALYs) of diabetes depending on its complications as individual severity using prevalence-based approach from 2017. Conversely, the Korean National Burden of Disease study based on an incidence-based approach does not incorporate the severity of diseases. This study aimed to simulate incidence-based DALYs of type 2 diabetes mellitus (T2DM), given diabetic complications as disease severity using a Markov model. METHODS We developed a model with six Markov states, including incident and existing prevalent cases of diabetes and its complications and death. We assumed that diabetes and its complications would not be cured. The cycle length was one year, and the endpoint of the simulation was 100 years. A 5% discount rate was adopted in the analysis. Transition cases were counted by 5-year age groups above 30 years of age. Age- and sex-specific transition probabilities were calculated based on the incident rate. RESULTS The total DALY estimates of T2DM were 5,417 and 3,934 per 100,000 population in men and women, respectively. The years of life lost in men were relatively higher than those in women in most age groups except the 80-84 age group. The distribution of years lived with disability by gender and age group showed a bell shape, peaking in the 55-59 age group in men and 65-69 age group in women. CONCLUSIONS The burden of T2DM considering its complications was larger compared to the outcomes from previous studies, with more precise morbid duration using the Markov model.
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Affiliation(s)
- Juyoung Kim
- Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
- Department of Preventive Medicine, University of Ulsan College of Medicine, Seoul, South Korea
| | - Seok-Jun Yoon
- Department of Preventive Medicine, Korea University College of Medicine, Seoul, South Korea
| | - Min-Woo Jo
- Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
- Department of Preventive Medicine, University of Ulsan College of Medicine, Seoul, South Korea
- * E-mail:
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18
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Kuroda N, Kusunoki Y, Osugi K, Ohigashi M, Azuma D, Ikeda H, Makino S, Otsuka A, Tamada D, Watanabe N, Washio K, Tsunoda T, Matsuo T, Konishi K, Katsuno T, Koyama H. Relationships between time in range, glycemic variability including hypoglycemia and types of diabetes therapy in Japanese patients with type 2 diabetes mellitus: Hyogo Diabetes Hypoglycemia Cognition Complications study. J Diabetes Investig 2021; 12:244-253. [PMID: 32594655 PMCID: PMC7858127 DOI: 10.1111/jdi.13336] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 06/10/2020] [Accepted: 06/19/2020] [Indexed: 12/20/2022] Open
Abstract
AIMS/INTRODUCTION Continuous glucose monitoring (CGM) metrics, such as times in range (TIR) and time below range, have been shown to be useful as clinical targets that complement glycated hemoglobin (HbA1c) for patients with type 2 diabetes mellitus. We investigated the relationships between TIR, glycemic variability and patient characteristics in patients with type 2 diabetes mellitus. MATERIALS AND METHODS We carried out continuous glucose monitoring in 281 outpatients with type 2 diabetes mellitus who participated in a multicenter cohort (Hyogo Diabetes Hypoglycemia Cognition Complications) study. RESULTS The results are shown as the median (interquartile range). The age, disease duration and HbA1c were 68 years (62-71 years), 13 years (7-23 years) and 6.9% (6.5-7.5%), respectively. TIR and standard deviation obtained by continuous glucose monitoring worsened significantly with increasing disease duration. Multiple regression analyses showed that disease duration (standard partial regression coefficient, β = -0.160, P = 0.003), diabetic peripheral neuropathy (β = -0.106, P = 0.033) and urinary albumin excretion (β = -0.100, P = 0.043) were useful explanatory factors for TIR. In contrast, HbA1c (β = -0.398, P < 0.001) and the use of antidiabetic drugs potentially associated with severe hypoglycemia (β = 0.180, P = 0.028), such as sulfonylureas, glinides and insulin, were useful explanatory factors for time below range in the elderly patients with type 2 diabetes mellitus. CONCLUSIONS The results of this study suggest that disease duration and diabetic complications are associated with TIR deterioration. In addition, low HbA1c levels and the use of antidiabetic drugs potentially associated with severe hypoglycemia might worsen the time below range in the elderly.
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Affiliation(s)
- Norihiro Kuroda
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
| | - Yoshiki Kusunoki
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
| | - Keiko Osugi
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
| | - Mana Ohigashi
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
| | | | | | | | | | | | | | - Kahori Washio
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
| | - Taku Tsunoda
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
| | - Toshihiro Matsuo
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
| | - Kosuke Konishi
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
| | - Tomoyuki Katsuno
- School of RehabilitationDepartment of Occupational TherapyHyogo University of Health SciencesKobeJapan
| | - Hidenori Koyama
- Division of Diabetes, Endocrinology and Clinical ImmunologyDepartment of Internal MedicineHyogo College of MedicineNishinomiyaJapan
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19
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Fu X, Jia Y, Liu J, Lei Q, Li L, Li N, Hu Y, Wang S, Liu H, Yan S. The Predictive Effect of Health Examination in the Incidence of Diabetes Mellitus in Chinese Adults: A Population-Based Cohort Study. J Diabetes Res 2021; 2021:3552080. [PMID: 34423045 PMCID: PMC8377476 DOI: 10.1155/2021/3552080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 06/25/2021] [Accepted: 07/29/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND The incidence of diabetes mellitus (DM) was increasing in recent years, and it is important to screen those nondiabetic populations through health examination to detect the potential risk factors for DM. We aimed to find the predictive effect of health examination on DM. METHODS We used the public database from Rich Healthcare Group of China to evaluate the potential predictive effect of health examination in the onset of DM. The colinear regression was used for estimating the relationship between the dynamics of the health examination index and the incident year of DM. The time-dependent ROC was used to calculate the best cutoff in predicting DM in the follow-up year. The Kaplan-Meier method and Cox regression were used to evaluate the HR of related health examination. RESULTS A total of 211,833 participant medical records were included in our study, with 4,172 participants diagnosing as DM in the following years (among 2-7 years). All the initial health examination was significantly different in participants' final diagnosing as DM to those without DM. We found a negative correlation between the incidence of years of DM and the average initial FPG (r = -0.1862, P < 0.001). Moreover, the initial FPG had a strong predictive effect in predicting the future incidence of DM (AUC = 0.961), and the cutoff was 5.21 mmol/L. Participants with a higher initial FPG (>5.21 mmol/L) had a 2.73-fold chance to develop as DM in follow-up (95%CI = 2.65-2.81, P < 0.001). CONCLUSION Initial FPG had a good predictive effect for detecting DM. The FPG should be controlled less than 5.21 mmol/L.
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Affiliation(s)
- Xiaomin Fu
- Department of Endocrinology, The First Medical Center, Chinese PLA General Hospital, No. 28 Fuxing Road, Haidian District, Beijing 100853, China
| | - Yingmin Jia
- Department of Nephrology, Shunyi Hospital, Beijing Traditional Chinese Medicine Hospital, No. 5 Zhanqian East Street, Shunyi District, Beijing 101300, China
| | - Jing Liu
- Clinics of Cadre, Department of Outpatient, The First Medical Center, Chinese PLA General Hospital, No. 28 Fuxing Road, Haidian District, Beijing 100853, China
| | - Qinghua Lei
- Physical Examination Center, Central Hospital of Handan City, No. 59 Congtai North Road, Congtai District, Handan, Hebei Province 056008, China
| | - Lele Li
- Department of Endocrinology, Genetics, Metabolism and Adolescent Medicine, Beijing Children's Hospital, The Capital Medical University, National Center for Children's Health, No. 56 Nan Li Shi Road, West District, Beijing 100045, China
| | - Nan Li
- Department of Endocrinology, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, No. 28 Fuxing Road, Haidian District, Beijing 100853, China
| | - Yanyan Hu
- Physical Examination Center, Central Hospital of Handan City, No. 59 Congtai North Road, Congtai District, Handan, Hebei Province 056008, China
| | - Shanshan Wang
- Physical Examination Center, Central Hospital of Handan City, No. 59 Congtai North Road, Congtai District, Handan, Hebei Province 056008, China
| | - Hongzhou Liu
- Department of Endocrinology, First Hospital of Handan City, No. 25 Congtai Road, Congtai District, Handan, Hebei Province 056002, China
| | - Shuangtong Yan
- Department of Endocrinology, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, No. 28 Fuxing Road, Haidian District, Beijing 100853, China
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20
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Kaneto H, Koshida R, Baxter M. Fixed-ratio combination of basal insulin and glucagon-like peptide-1 receptor agonists in the treatment of Japanese people with type 2 diabetes: An innovative solution to a complex therapeutic challenge. Diabetes Obes Metab 2020; 22 Suppl 4:24-34. [PMID: 32436323 DOI: 10.1111/dom.14095] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 05/12/2020] [Accepted: 05/19/2020] [Indexed: 12/13/2022]
Abstract
Over 10 million people in Japan have known or suspected type 2 diabetes (T2D), and this number is expected to rise. Although many people require therapy escalation because of the progressive nature of T2D, this appears to be suboptimal in Japanese real-world clinical practice. Insulin therapy tends to be introduced only when glycaemic control is very poor (mean glycated haemoglobin >9%). Although basal insulin therapy is effective in reducing fasting plasma glucose (FPG), postprandial plasma glucose often remains uncontrolled. Basal-bolus insulin regimens are complex and carry the risk of weight gain and hypoglycaemia. Recently, fixed-ratio combinations (FRCs) of BI and glucagon-like peptide-1 receptor agonists (GLP-1RAs) have shown efficacy in reducing both FPG and postprandial plasma glucose with a single injection and without increased risk of hypoglycaemia or weight gain. IDegLira, a titratable FRC of insulin degludec (100 U/mL) and liraglutide, is currently available in Japan and the United States/European Union at a ratio of 1 U (unit):0.036 mg. iGlarLixi (insulin glargine 100 U/mL and lixisenatide at a ratio of 1:1 (20 U/20 μg) has recently been approved in Japan. Phase 3 trials in Japan for IDegLira (DUAL Japan) and iGlarLixi (LixiLan JP) have shown that both FRCs are efficacious. This review provides an overview of IDegLira and iGlarLixi (Japanese formulation) and considers their potential use as new therapeutic options to address the clinical need for early glycaemic control in Japanese people with T2D.
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Affiliation(s)
- Hideaki Kaneto
- Division of Diabetes, Endocrinology and Metabolism, Kawasaki Medical School, Kurashiki, Japan
| | | | - Mike Baxter
- Medical Affairs, Sanofi, Reading, UK
- Department of Diabetes and Endocrinology, University of Swansea, Swansea, UK
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Association between polymorphism in BMP15 and GDF9 genes and impairing female fecundity in diabetes type 2. MIDDLE EAST FERTILITY SOCIETY JOURNAL 2020. [DOI: 10.1186/s43043-020-00032-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Abstract
Background
A shortened reproductive period and earlier menopause have been associated with type 2 diabetes. Growth differentiation factor 9(GDF9) and bone morphogenetic protein 15 (BMP15) gene mutations have been associated with earlier menopause. Therefore, this study aimed to evaluate the association between BMP15 and GDF9 mutations with impairing female fecundity in diabetic patients. The study subjects comprised 90 female diabetic patients and 60 female healthy controls. The physio-biochemical analysis was measured using enzymatic determination. A single-strand conformation polymorphism (SSCP) protocol was utilized to assess the pattern of genetic variations.
Results
Genotyping analysis of the BMP15 gene showed a heterogeneous pattern with the presence of two genotypes: AA and AC genotypes. Five novel missense single nucleotide polymorphisms (SNPs) were identified in the BMP15 gene: four SNPs detected in both genotypes, and Met4Leu, a specific SNP, was detected only in the AC genotype. Cumulative in silico tools indicated a highly deleterious effect for the Met4Leu on the mutant protein structure, function, and stability. Diabetes patients showed a significantly higher frequency of genotype AC. The physio-biochemical analysis of fasting plasma glucose (FBG), glycosylated hemoglobin (HbA1c), and luteinizing hormone (LH) were significantly higher (P < 0.05) in AC genotype than AA genotype.
Conclusions
The current research provides the first indication regarding the tight association of BMP15 polymorphism with the impairing female fecundity in the diabetic. A pivotal role is played by the novel (Met4Leu) SNP that can be used as a predictor for the impairing female fecundity of diabetes, while no polymorphism was found in exon 4 of the GDF9 gene.
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Katakami N, Mita T, Takahara M, Yajima T, Wada F, Kawashima M, Shimomura I, Watada H. Baseline Characteristics of Patients with Type 2 Diabetes Initiating Second-Line Treatment in Japan: Findings from the J-DISCOVER Study. Diabetes Ther 2020; 11:1563-1578. [PMID: 32504219 PMCID: PMC7324455 DOI: 10.1007/s13300-020-00846-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION J-DISCOVER aims to research the treatment reality of Japanese patients with type 2 diabetes mellitus who begin second-line treatment. Here we report baseline characteristics and factors associated with selection of second-line treatment. METHODS J-DISCOVER is a prospective, observational, multicenter, cohort study in patients with type 2 diabetes (aged ≥ 20 years) beginning second-line treatment after first-line oral monotherapy. Baseline characteristics and treatment patterns were descriptively summarized. Logistic regression models were used to identify factors associated with specific second-line treatments. RESULTS A total of 1806 patients (mean age 61.7 years) were enrolled between September 2014 and December 2015. Mean ± standard deviation of baseline glycated hemoglobin (HbA1c) and body mass index (BMI) were 7.7 ± 1.3% and 25.5 ± 4.6 kg/m2, respectively. The most prescribed medication as first-line treatment was dipeptidyl peptidase 4 inhibitors (53.7% of patients) followed by biguanides (21.4%), sulfonylureas (7.2%), and alpha-glucosidase inhibitors (6.8%). Second-line treatments included dipeptidyl peptidase 4 inhibitors (31.0%), biguanides (27.9%), sodium-glucose cotransporter 2 inhibitors (12.2%), and sulfonylureas (10.9%). First- and second-line treatments had different modes of action in 76.3% of patients. Those receiving first-line dipeptidyl peptidase 4 inhibitors were more likely to receive second-line biguanides and vice versa. Selection of second-line treatment was also associated with age, BMI, HbA1c, and renal function. CONCLUSIONS This study showed the treatment reality and factors associated with choice of second-line treatment in Japanese patients with type 2 diabetes mellitus. The choice of second-line treatment was associated with age, BMI, HbA1c, renal function, and the mode of action of the first-line treatment. TRIAL REGISTRATION ClinicalTrials.gov NCT02226822.
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Affiliation(s)
- Naoto Katakami
- Department of Metabolism and Atherosclerosis, Graduate School of Medicine, Osaka University, Osaka, Japan.
| | - Tomoya Mita
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Mitsuyoshi Takahara
- Department of Diabetes Care Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | | | | | | | - Iichiro Shimomura
- Department of Metabolic Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Hirotaka Watada
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
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Iwata M, Kamura Y, Honoki H, Kobayashi K, Ishiki M, Yagi K, Fukushima Y, Takano A, Kato H, Murakami S, Higuchi K, Kobashi C, Fukuda K, Koshimizu Y, Tobe K. Family history of diabetes in both parents is strongly associated with impaired residual β-cell function in Japanese type 2 diabetes patients. J Diabetes Investig 2020; 11:564-572. [PMID: 31705736 PMCID: PMC7232274 DOI: 10.1111/jdi.13176] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 11/05/2019] [Accepted: 11/06/2019] [Indexed: 12/14/2022] Open
Abstract
AIMS/INTRODUCTION The objective of the present study was to clarify the association of the type and number of first-degree family history of diabetes (FHD) with the clinical characteristics, especially with residual β-cell function, in type 2 diabetes patients. MATERIALS AND METHODS A total of 1,131 type 2 diabetes patients were recruited and divided into four groups according to FHD information as follows: (i) patients without FHD (FHD-); (ii) those with at least one sibling who had diabetes without parental diabetes (FHD+); (iii) those with one parent (FHD++); or (iv) those with both parents (FHD+++) who had diabetes with or without a sibling with diabetes. RESULTS The percentages of the FHD-, FHD+, FHD++ and FHD+++ groups were 49.4%, 13.4%, 34.0% and 3.2%, respectively. Patients in the FHD++ and FHD+++ groups were significantly younger at the time of diabetes diagnosis (P < 0.001) than those in the FHD- and FHD+ groups, even after adjusting for confounding factors. In addition, the levels of insulin secretion were significantly lower in the patients in the FHD+, FHD++ and FHD+++ groups than those in the FHD- group (P < 0.05) after adjusting for confounding factors, and the patients in the FHD+++ group presented with the lowest levels of insulin secretion among the four groups. CONCLUSIONS Our results showed that in type 2 diabetes patients, the degree of the associations between FHD and clinical characteristics differs according to the number and the type of FHD. In particular, FHD in both parents is most strongly associated with impaired residual β-cell function.
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Affiliation(s)
- Minoru Iwata
- First Department of Internal MedicineFaculty of MedicineUniversity of ToyamaToyamaJapan
- Itoigawa Community Medical UnitToyama University HospitalToyamaJapan
| | - Yutaka Kamura
- First Department of Internal MedicineFaculty of MedicineUniversity of ToyamaToyamaJapan
| | - Hisae Honoki
- First Department of Internal MedicineFaculty of MedicineUniversity of ToyamaToyamaJapan
| | - Kaori Kobayashi
- First Department of Internal MedicineFaculty of MedicineUniversity of ToyamaToyamaJapan
| | - Manabu Ishiki
- First Department of Internal MedicineFaculty of MedicineUniversity of ToyamaToyamaJapan
- Center for Medical Education and Career DevelopmentUniversity of ToyamaToyamaJapan
| | - Kunimasa Yagi
- First Department of Internal MedicineFaculty of MedicineUniversity of ToyamaToyamaJapan
| | - Yasuo Fukushima
- Department of Internal MedicineAsahi General HospitalAsahi‐machiJapan
| | - Atsuko Takano
- Division of Endocrinology and MetabolismDepartment of Internal MedicineSaiseikai Takaoka HospitalTakaokaJapan
| | - Hiromi Kato
- Department of Internal MedicineJapan Community Health care Organization Takaoka Fushiki HospitalTakaokaJapan
| | - Shihou Murakami
- Division of Endocrinology and MetabolismDepartment of Internal MedicineToyama Rosai HospitalUozuJapan
| | - Kiyohiro Higuchi
- Department of Internal MedicineJA Niigata Kouseiren Itoigawa General HospitalItoigawaJapan
| | - Chikaaki Kobashi
- Department of Internal MedicineKamiichi General HospitalKamiichi‐machiJapan
| | | | | | - Kazuyuki Tobe
- First Department of Internal MedicineFaculty of MedicineUniversity of ToyamaToyamaJapan
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Yokoyama H, Araki SI, Kawai K, Yamazaki K, Shirabe SI, Sugimoto H, Minami M, Miyazawa I, Maegawa H. The Prognosis of Patients With Type 2 Diabetes and Nonalbuminuric Diabetic Kidney Disease Is Not Always Poor: Implication of the Effects of Coexisting Macrovascular Complications (JDDM 54). Diabetes Care 2020; 43:1102-1110. [PMID: 32144168 DOI: 10.2337/dc19-2049] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 01/25/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Nonalbuminuric diabetic kidney disease (DKD) has become the prevailing phenotype in patients with type 2 diabetes. However, it remains unclear whether its prognosis is poorer than that of other DKD phenotypes. RESEARCH DESIGN AND METHODS A total of 2,953 Japanese patients with type 2 diabetes and estimated glomerular filtration rate (eGFR) ≥30 mL/min/1.73 m2, enrolled in an observational cohort study in 2004, were followed until 2015. On the basis of albuminuria (>30 mg/g creatinine) and reduced eGFR (<60 mL/min/1.73 m2) at baseline, participants were classified into the four DKD phenotypes-no-DKD, albuminuric DKD without reduced eGFR, nonalbuminuric DKD with reduced eGFR, and albuminuric DKD with reduced eGFR-to assess the risks of mortality, cardiovascular disease (CVD), and renal function decline. RESULTS During the mean follow-up of 9.7 years, 113 patients died and 263 developed CVD. In nonalbuminuric DKD, the risks of death or CVD were not higher than those in no-DKD (adjusted hazard ratio 1.02 [95% CI 0.66, 1.60]) and the annual decline in eGFR was slower than in other DKD phenotypes. The risks of death or CVD in nonalbuminuric DKD without prior CVD were similar to those in no-DKD without prior CVD, whereas the risks in nonalbuminuric DKD with prior CVD as well as other DKD phenotypes were higher. CONCLUSIONS Nonalbuminuric DKD did not have a higher risk of mortality, CVD events, or renal function decline than the other DKD phenotypes. In nonalbuminuric DKD, the presence of macrovascular complications may be a main determinant of prognosis rather than the renal phenotype.
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Affiliation(s)
| | - Shin-Ichi Araki
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
| | | | | | | | | | | | - Itsuko Miyazawa
- Department of Medicine, Shiga University of Medical Science, Otsu, Shiga, Japan
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Ishii H, Shuichi S, Williams P, Demiya S, Aranishi T, Treuer T. Cross-sectional survey in patients with type 1 and type 2 diabetes to understand mealtime insulin unmet needs in Japan: The MINUTES-J study. Diabetes Res Clin Pract 2020; 162:108076. [PMID: 32061818 DOI: 10.1016/j.diabres.2020.108076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 02/05/2020] [Accepted: 02/10/2020] [Indexed: 10/25/2022]
Abstract
AIMS This study was conducted to evaluate existing burden and unmet needs related to mealtime insulin (MTI) injection timing among adult Japanese patients with type 1 (T1D) and type 2 (T2D) diabetes. It also aimed to evaluate if a novel MTI could reduce this burden. METHODS This study comprised of a qualitative pilot study facilitating development of an online survey; followed by an online quantitative survey involving T1D, young T2D (yT2D) and elderly T2D (eT2D) patients to assess burden of current MTI timings in Japan. RESULTS Overall, 38% patients (amongst T1D, yT2D and eT2D groups) reported injecting MTI just before start or during meal in the past month. Experiencing lower glucose level/hypoglycemic condition before the meal and forgetting were the main reasons for injecting during/after meal in T1D and T2D patients respectively. Patients reported moderate-to-severe burden in multiple aspects of their lives, associated with current MTI timing. Most patients perceived that this burden would remain the same if a faster acting MTI was available. CONCLUSIONS Substantial burden reported by Japanese patients regarding the current MTI timings suggests the need for new MTI products that could achieve optimal post-prandial glucose control at different timings to meet patients' needs in Japan.
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Affiliation(s)
- Hitoshi Ishii
- Department of Diabetology, Nara Medical University, Nara, Japan
| | | | - Paul Williams
- RWE Patient-Centered Endpoints Center of Excellence, IQVIA, Paris, France.
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Shikata K, Kodera R, Utsunomiya K, Koya D, Nishimura R, Miyamoto S, Tajima N. Prevalence of albuminuria and renal dysfunction, and related clinical factors in Japanese patients with diabetes: The Japan Diabetes Complication and its Prevention prospective study 5. J Diabetes Investig 2020; 11:325-332. [PMID: 31317670 PMCID: PMC7078093 DOI: 10.1111/jdi.13116] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 07/04/2019] [Accepted: 07/09/2019] [Indexed: 01/18/2023] Open
Abstract
AIMS/INTRODUCTION To clarify the prevalence of albuminuria and renal dysfunction, and related factors in Japanese patients with diabetes, we analyzed the baseline data of the Japan Diabetes Complication and its Prevention prospective study. MATERIALS AND METHODS We used the data of 355 patients with type 1 diabetes and 5,194 patients with type 2 diabetes to evaluate the prevalence of albuminuria and renal dysfunction, and related factors. A binomial logistic regression analysis was used to investigate independent contributing factors for estimated glomerular filtration rate <60 mL/min/1.73 m2 or albuminuria. RESULTS The prevalence of microalbuminuria and macroalbuminuria was 15.2% (54/355) and 3.1% (11/355) in type 1 diabetes patients, and 25.0% (1,298/5,194) and 5.1% (265/5,194) in type 2 diabetes patients, respectively. The proportion of renal dysfunction (estimated glomerular filtration rate <60 mL/min/1.73 m2 ) was 9.9% (35/355) in type 1 diabetes patients, and 15.3% (797/5,194) in type 2 diabetes patients. The proportion of patients with renal dysfunction with normoalbuminuria was 7.3% (26/355) for type 1 diabetes patients, and 9.0% (467/5,194) for type 2 diabetes patients. The factors related to albuminuria in type 2 diabetes patients were glycated hemoglobin, hypertension, age, duration of diabetes, body mass index and estimated glomerular filtration rate. In contrast, factors to related renal dysfunction were age, duration of diabetes, dyslipidemia, hypertension, body mass index, male sex and albuminuria. CONCLUSIONS We showed the recent prevalence of albuminuria and renal dysfunction, and related factors in Japanese type 1 and type 2 diabetes patients using the baseline data of the Japan Diabetes Complication and its Prevention prospective study. The current results suggest that renal disease in patients with type 2 diabetes is heterogeneous, and different mechanisms might be involved in albuminuria and deterioration of renal function.
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Affiliation(s)
- Kenichi Shikata
- The Japan Diabetes SocietyTokyoJapan
- Center for Innovative Clinical MedicineOkayama University HospitalOkayamaJapan
| | - Ryo Kodera
- The Japan Diabetes SocietyTokyoJapan
- Osafune ClinicOkayamaJapan
| | - Kazunori Utsunomiya
- The Japan Diabetes SocietyTokyoJapan
- Jikei University School of MedicineTokyoJapan
| | - Daisuke Koya
- The Japan Diabetes SocietyTokyoJapan
- Department of Diabetology & EndocrinologyKanazawa Medical UniversityIshikawaJapan
| | - Rimei Nishimura
- The Japan Diabetes SocietyTokyoJapan
- Division of Diabetes, Metabolism & EndocrinologyDepartment of Internal MedicineJikei University School of MedicineTokyoJapan
| | - Satoshi Miyamoto
- The Japan Diabetes SocietyTokyoJapan
- Center for Innovative Clinical MedicineOkayama University HospitalOkayamaJapan
| | - Naoko Tajima
- The Japan Diabetes SocietyTokyoJapan
- Jikei University School of MedicineTokyoJapan
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Kaku K, Ishida K, Shimizu K, Achira M, Umeda Y. Efficacy and safety of trelagliptin in Japanese patients with type 2 diabetes with severe renal impairment or end-stage renal disease: Results from a randomized, phase 3 study. J Diabetes Investig 2020; 11:373-381. [PMID: 31389201 PMCID: PMC7078116 DOI: 10.1111/jdi.13126] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 07/19/2019] [Accepted: 07/25/2019] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION To investigate the efficacy and safety of trelagliptin 25 mg in patients with type 2 diabetes mellitus with severe renal impairment or end-stage renal disease. MATERIALS AND METHODS This multicenter, randomized, phase 3 study comprised a 12-week double-blind phase followed by a 40-week open-label phase. Patients had type 2 diabetes mellitus with severe renal impairment (creatinine clearance <30 mL/min) or end-stage renal disease (undergoing hemodialysis), and were receiving diet and/or exercise therapy with/without one antidiabetic drug. RESULTS Patients were randomized to trelagliptin (A/A, n = 55) or placebo (P/A, n = 52; double-blind phase). Both groups received trelagliptin in the open-label phase. The least square mean change (95% confidence interval [CI]) from baseline in hemoglobin A1c at the end of the double-blind phase was -0.71% (95% CI -0.885, -0.542) and 0.01% (95% CI -0.170, 0.183) in the A/A and P/A groups, respectively (intergroup least square means difference -0.72%, 95% CI -0.966, -0.473; P < 0.0001). Mean hemoglobin A1c decreased after trelagliptin treatment in the P/A group to similar levels observed in the A/A group and remained comparable in both groups versus baseline up to week 52. In the double-blind phase, the incidence of treatment-emergent adverse events (TEAEs) was 72.7% and 61.5% in the A/A and P/A group, respectively; most TEAEs were mild-to-moderate, except in one patient (P/A group), who experienced two severe TEAEs. The incidence of serious TEAEs was 7.3% and 3.8% in the A/A and P/A group, respectively. CONCLUSIONS Once-weekly trelagliptin 25 mg was efficacious, with no major safety concerns, and represents a meaningful treatment option in this patient population.
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Affiliation(s)
- Kohei Kaku
- Department of MedicineKawasaki Medical SchoolOkayamaJapan
| | - Kazuyuki Ishida
- Takeda Development Center JapanTakeda Pharmaceutical Company LimitedOsakaJapan
| | - Kohei Shimizu
- Takeda Development Center JapanTakeda Pharmaceutical Company LimitedOsakaJapan
| | | | - Yuusuke Umeda
- Takeda Development Center JapanTakeda Pharmaceutical Company LimitedOsakaJapan
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Wang YC, Wang C, Shih PW, Tang PL. Analysis of the relationship between lifestyle habits and glycosylated hemoglobin control based on data from a Health Management Plan. Nutr Res Pract 2020; 14:218-229. [PMID: 32528629 PMCID: PMC7263898 DOI: 10.4162/nrp.2020.14.3.218] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 11/20/2019] [Accepted: 12/17/2019] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND/OBJECTIVES Type 2 Diabetes mellitus (T2DM) is a hereditary disease that is also strongly dependent on environmental factors, lifestyles, and dietary habits. This study explored the relationship between lifestyle habits and glycosylated hemoglobin management in T2DM patients to provide empirical outcomes to improve T2DM management and patient health literacy. SUBJECTS/METHODS This study enrolled 349 diabetic patients with more than 5 care visits to a Diabetes Mellitus care network under the Health Management Plan led by Taiwan Department of Health (DOH). Based on relevant literature, an Outpatient Record Form of Diabetes Mellitus Care was designed and lipid profile tests were conducted for data collection and analysis. RESULTS When modeling the data, the results showed that the odds for HbA1c > 7.5% in T2DM patients duration over 10 years was 3.785 (P = 0.002) times that in patients with disease duration of fewer than 3 years. The odds of HbA1c > 7.5% in illiterate patients was 3.128 (P = 0.039) times that in patients with senior high school education or above. The odds of HbA1c > 7.5% in patients with other chronic illness was 2.207 (P = 0.019) times that in participants without chronic illness. Among 5 beneficial lifestyle habits, the odds of HbA1c > 7.5% in patients with 2 or 3 good habits were 3.243 (P = 0.003) and 3.424 (P = 0.001) times that in patients with more than 3 good habits, respectively. CONCLUSION This empirical outcome shows that maintaining a good lifestyle improves T2DM management and patients' knowledge, motivation, and ability to use health information. Patients with longer disease duration, education, or good lifestyle habits had optimal HbA1c management than those in patients who did not. Thus, effective self-management and precaution in daily life and improved health literacy of diabetic patients are necessary to increase the quality of T2DM care.
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Affiliation(s)
- Ya-Chun Wang
- Nutrition and Food Service Department, Kaohsiung Veterans General Hospital, Kaohsiung City 81362, Taiwan (ROC).,Department of Food Science and Nutrition, Meiho University, Pingtung 91202, Taiwan (ROC)
| | - Chi Wang
- Department of Nursing, Kaohsiung Veterans General Hospital, Kaohsiung City 81362, Taiwan (ROC)
| | - Ping-Wen Shih
- Nutrition and Food Service Department, Kaohsiung Veterans General Hospital, Kaohsiung City 81362, Taiwan (ROC)
| | - Pei-Ling Tang
- Research Center of Medical Informatics, Kaohsiung Veterans General Hospital, Kaohsiung City 81362, Taiwan (ROC).,Department of Health-Business Administration, Fooyin University, Kaohsiung City 83102, Taiwan (ROC).,College of Nursing, Kaohsiung Medical University, Kaohsiung City 80708, Taiwan (ROC)
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Takahara M, Shiraiwa T, Matsuoka TA, Yamamoto K, Maeno Y, Shiraiwa Y, Yoshida Y, Katakami N, Iijima H, Katsumata H, Arakawa K, Hashimoto T, Shimomura I. Investigation of the Effect of Canagliflozin on the Disposition Index, a Marker of Pancreatic Beta Cell Function, in Patients with Type 2 Diabetes. Diabetes Metab Syndr Obes 2020; 13:4457-4468. [PMID: 33244248 PMCID: PMC7683829 DOI: 10.2147/dmso.s273396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 09/25/2020] [Indexed: 11/29/2022] Open
Abstract
AIM Our aim was to investigate the effects of add-on canagliflozin with glimepiride dose adjustment or glimepiride dose adjustment on pancreatic beta cell function in patients with type 2 diabetes mellitus and inadequate glycemic control despite stable triple therapy (metformin, teneligliptin, and glimepiride) plus diet/exercise therapy. METHODS Forty patients on stable triple therapy were randomized to glimepiride dose adjustment without (glimepiride group) or with add-on canagliflozin 100 mg (canagliflozin group) for 24 weeks. The glimepiride dose was adjusted every 4 weeks based on continuous glucose monitoring over the previous 2 weeks according to a prespecified algorithm. After the 24-week treatment period, the patients returned to the pre-intervention regimen for 1 week (wash-out period). Patients underwent 75 g OGTTs at the start of the run-in period and at the end of the wash-out period. The primary endpoint was the change in disposition index (DI). RESULTS Thirty-nine patients completed the study (canagliflozin, n = 19; glimepiride, n = 20). The change in DI was +5.1% and -11.0% in the canagliflozin and glimepiride groups, respectively, with a between-group difference ratio of 18.0% (P = 0.330). HbA1c, fasting plasma glucose, body weight, and daily-life continuous glucose monitoring-derived parameters improved in the canagliflozin group. Hypoglycemia occurred in 60% (44 episodes) and 70% (79 episodes) of patients in the canagliflozin and glimepiride groups, respectively. The change in DI was significantly correlated with the changes in glycemic control and variability in overall cohort. CONCLUSION Adding canagliflozin to the triple therapy improved beta cell function by 18%, but it did not reach statistical significance. This study also demonstrated a correlation between the change in DI and glycemic control. As canagliflozin improved both glucose level and variability with relatively lower risk of hypoglycemia compared with glimepiride dose adjustment, adding canagliflozin to the triple therapy may be clinically beneficial. TRIAL REGISTRATION UMIN000030208/jRCTs051180036.
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Affiliation(s)
- Mitsuyoshi Takahara
- Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | | | - Taka-aki Matsuoka
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
- Correspondence: Taka-aki Matsuoka Department of Metabolic Medicine, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka565-0871, JapanTel +81-6-6879-3732Fax +81-6-6879-3739 Email
| | | | | | | | | | - Naoto Katakami
- Department of Metabolism and Atherosclerosis, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Hiroaki Iijima
- Ikuyaku. Integrated Value Development Division, Mitsubishi Tanabe Pharma Corporation, Tokyo, Japan
| | - Hideyuki Katsumata
- Ikuyaku. Integrated Value Development Division, Mitsubishi Tanabe Pharma Corporation, Osaka, Japan
| | - Kenji Arakawa
- Ikuyaku. Integrated Value Development Division, Mitsubishi Tanabe Pharma Corporation, Tokyo, Japan
| | - Toshio Hashimoto
- Ikuyaku. Integrated Value Development Division, Mitsubishi Tanabe Pharma Corporation, Tokyo, Japan
| | - Iichiro Shimomura
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
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Ishihara H, Yamaguchi S, Sugitani T, Kosakai Y. Open-Label Study to Assess the Efficacy of Ipragliflozin for Reducing Insulin Dose in Patients with Type 2 Diabetes Mellitus Receiving Insulin Therapy. Clin Drug Investig 2019; 39:1213-1221. [PMID: 31552641 PMCID: PMC6842350 DOI: 10.1007/s40261-019-00851-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Background and Objective To avoid insulin-induced hypoglycemia and weight gain, the minimum dose of insulin should be used. In this study, therefore, we examined insulin dose reduction by ipragliflozin add-on therapy in Japanese patients with type 2 diabetes mellitus treated with long-acting basal insulin. Methods In this multicenter, open-label study, patients received one ipragliflozin 50-mg tablet once daily in combination with basal insulin for 24 weeks. The primary efficacy endpoint was the change and percent change in insulin dose from baseline to Week 24. Secondary efficacy endpoints included changes in glycated hemoglobin (HbA1c), fasting plasma glucose (FPG), glycoalbumin, cholesterol, leptin, adiponectin, C-peptide, glucagon, body weight, and blood pressure, and number of patients achieving withdrawal of insulin at the end of treatment (EOT). Treatment-emergent adverse events (TEAEs) were evaluated for safety. Results In total, 114 patients were screened, 103 were registered, and 97 completed the study. The mean age was 59 years and 72.8% of patients were male. The mean change in insulin dose from baseline at Week 24 was − 6.6 ± 4.4 units/day (p < 0.001); the mean percent change was − 29.87%. HbA1c, FPG, glycoalbumin, glucagon levels, body weight, and blood pressure significantly decreased from baseline to EOT (p < 0.05). Cholesterol, leptin, and adiponectin were unaffected. One patient was able to stop insulin treatment at Week 16. The incidence of TEAEs was 60.2%. Hypoglycemia (10.7%) and pollakiuria (13.6%) were the most common drug-related TEAEs. Conclusions Once-daily 50-mg ipragliflozin enabled a 30% dose reduction of insulin by Week 24 compared with baseline. No major safety concerns were raised. Clinical Trial Registration ClinicalTrials.gov (NCT02847091) Electronic supplementary material The online version of this article (10.1007/s40261-019-00851-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Hisamitsu Ishihara
- Division of Diabetes and Metabolic Diseases, Nihon University School of Medicine, 30-1 Oyaguchikami-cho, Itabashi-ku, Tokyo, 173-8610, Japan.
| | - Susumu Yamaguchi
- Astellas Pharma Inc., 2-5-1, Nihonbashi-honcho, Chuo-ku, Tokyo, 103-8411, Japan
| | - Toshifumi Sugitani
- Astellas Pharma Inc., 2-5-1, Nihonbashi-honcho, Chuo-ku, Tokyo, 103-8411, Japan
| | - Yoshinori Kosakai
- Astellas Pharma Inc., 2-5-1, Nihonbashi-honcho, Chuo-ku, Tokyo, 103-8411, Japan
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Prospective study on clinical characteristics of Japanese diabetic patients with chronic limb-threatening ischemia presenting Fontaine stage IV. Diabetol Int 2019; 11:33-40. [PMID: 31950002 DOI: 10.1007/s13340-019-00399-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2019] [Accepted: 06/10/2019] [Indexed: 12/24/2022]
Abstract
The aim of this prospective cross-sectional study was to reveal clinical characteristics of Japanese diabetic patients with chronic limb-threatening ischemia (CLTI) presenting ischemic unhealed ulcer/gangrene (Fontaine stage IV) in the real-world settings. The present study included 132 Japanese diabetic patients who underwent endovascular therapy for CLTI presenting Fontaine stage IV. The prevalence of diabetes-related complications, as well as prior history of ankle-brachial index (ABI) measurement before CLTI onset, was evaluated adopting multiple imputation (50 times). Duration of diabetes was referred to as time from diagnosis. The patients were aged 70 ± 10 years, with duration of diabetes 23 ± 12 years. The diabetes-related complications were so common that only 17% (95% confidence interval: 11-24%) and 25% (17-33%) of the population were free from advanced micro- and macroangiopathies, respectively. The clustering of advanced macroangiopathies was not significantly associated with duration of diabetes (P = 0.62). On the other hand, that of advanced microangiopathies was significantly positively associated with duration of diabetes (P = 0.004). However, even in patients with duration of diabetes < 10 years, as many as 63% (38-87%) of patients had at least one advanced microangiopathy. Only 31% (22-39%) of the patients had prior history of ABI measurement before CLTI onset. The history was inversely associated with age (P = 0.005). In conclusion, the advanced diabetes-related complications were highly prevalent, even in those whose diabetes was diagnosed less than a decade before. In addition, only a few patients had ever undergone ABI measurement before CLTI onset.
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Nakashima N, Noda M, Ueki K, Koga T, Hayashi M, Yamazaki K, Nakagami T, Ohara M, Gochi A, Matsumura Y, Kimura M, Ohe K, Kang D, Toya Y, Yamagata K, Yokote K, Ikeda S, Mitsutake N, Yamamoto R, Tanizawa Y. Recommended configuration for personal health records by standardized data item sets for diabetes mellitus and associated chronic diseases: a report from a collaborative initiative by six Japanese associations. Diabetol Int 2019; 10:85-92. [PMID: 31139526 DOI: 10.1007/s13340-019-00389-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
It is expected that a large amount of data related to diabetes and other chronic diseases will be generated. However, databases constructed without standardized data item sets can be limited in their usefulness. To address this, the Collaborative Committee of Clinical Informatization in Diabetes Mellitus was established in 2011 by the Japan Diabetes Society and Japan Association for Medical Informatics. The committee has developed core item sets and self-management item sets for diabetes mellitus, hypertension, dyslipidemia, and chronic kidney disease in collaboration with the Japanese Society of Hypertension, Japan Atherosclerosis Society, Japanese Society of Nephrology, and Japanese Society of Laboratory Medicine, as well as a mapping table that aligns the self-management item sets with the Japanese standardized codes for laboratory testing. The committee also determined detailed specifications for implementing the four self-management item sets in personal health record applications to facilitate risk stratification, the generation of alerts using information and communications technology systems, the avoidance of data input errors, and the generation of reminders to input the self-management item set data. The approach developed by the committee may be useful for combining databases for various purposes (such as for clinical studies, patient education, and electronic medical record systems) and for facilitating collaboration between personal health record administrators.
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Affiliation(s)
- Naoki Nakashima
- 1Medical Information Center, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582 Japan
| | | | - Kohjiro Ueki
- 3National Center for Global Health and Medicine, Tokyo, Japan
| | | | | | | | | | | | | | | | - Michio Kimura
- 11Hamamatsu University School of Medicine, Shizuoka, Japan
| | | | - Dongchon Kang
- 1Medical Information Center, Kyushu University Hospital, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582 Japan
| | | | | | | | - Shunya Ikeda
- 15International University of Health and Welfare, Chiba, Japan
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Nakashima N, Noda M, Ueki K, Koga T, Hayashi M, Yamazaki K, Nakagami T, Ohara M, Gochi A, Matsumura Y, Kimura M, Ohe K, Kang D, Toya Y, Yamagata K, Yokote K, Ikeda S, Mitsutake N, Yamamoto R, Tanizawa Y. Recommended configuration for personal health records by standardized data item sets for diabetes mellitus and associated chronic diseases: A report from Collaborative Initiative by six Japanese Associations. J Diabetes Investig 2019; 10:868-875. [PMID: 31020808 PMCID: PMC6497609 DOI: 10.1111/jdi.13043] [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] [Received: 02/24/2019] [Accepted: 03/13/2019] [Indexed: 11/29/2022] Open
Abstract
It is expected that a large amount of data related to diabetes and other chronic diseases will be generated. However, databases constructed without standardized data item sets can be limited in their usefulness. To address this, the Collaborative Committee of Clinical Informatization in Diabetes Mellitus was established in 2011 by the Japan Diabetes Society and Japan Association for Medical Informatics. The committee has developed core item sets and self-management item sets for diabetes mellitus, hypertension, dyslipidemia, and chronic kidney disease in collaboration with the Japanese Society of Hypertension, Japan Atherosclerosis Society, Japanese Society of Nephrology, and Japanese Society of Laboratory Medicine, as well as a mapping table that aligns the self-management item sets with the Japanese standardized codes for laboratory testing. The committee also determined detailed specifications for implementing the four self-management item sets in personal health record (PHR) applications to facilitate risk stratification, the generation of alerts using information and communications technology systems, the avoidance of data input errors, and the generation of reminders to input the self-management item set data. The approach developed by the committee may be useful for combining databases for various purposes (such as for clinical studies, patient education, and electronic medical record systems) and for facilitating collaboration between PHR administrators.
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Affiliation(s)
| | | | - Kohjiro Ueki
- National Center for Global Health and MedicineTokyoJapan
| | | | | | | | | | | | | | | | - Michio Kimura
- Hamamatsu University School of MedicineShizuokaJapan
| | | | | | | | | | | | - Shunya Ikeda
- International University of Health and WelfareChibaJapan
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Takahara M, Iida O, Fujita Y, Haneda M. Clinical characteristics of Japanese diabetic patients with critical limb ischemia presenting Fontaine stage IV. Diabetol Int 2018; 10:231-235. [PMID: 31275791 DOI: 10.1007/s13340-018-0387-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Accepted: 11/27/2018] [Indexed: 10/27/2022]
Abstract
The aim of the current study was to reveal the clinical characteristics of Japanese diabetic patients with critical limb ischemia (CLI) presenting ischemic unhealed ulcer/gangrene (Fontaine stage IV) in the real-world settings. The current retrospective cross-sectional study included consecutive 282 Japanese diabetic patients who underwent endovascular therapy for CLI presenting Fontaine stage IV. The prevalence of diabetes-related complications was estimated adopting multiple imputation (50 times). The patients were aged 70 ± 10 years. Median duration of diabetes was 21 (interquartile range 12-31) years. The prevalence of proliferative diabetic retinopathy, end-stage renal disease on regular dialysis, stroke, coronary artery disease, and chronic heart failure was estimated at 48% (95% confidence interval 39-56%), 52% (46-58%), 34% (28-39%), 48% (42-54%), and 35% (29-41%), respectively. The prevalence of stroke, coronary artery disease, and chronic heart failure was not significantly associated with the duration of diabetes (all p > 0.05). On the other hand, the prevalence of proliferative diabetic retinopathy and end-stage renal disease on regular dialysis was significantly positively associated with the duration of diabetes (both p < 0.05). However, these prevalences reached as high as ~ 30% even in patients with duration of diabetes < 10 years. In conclusion, the advanced stage of diabetes-related complications was prevalent in patients with CLI presenting Fontaine stage IV.
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Affiliation(s)
- Mitsuyoshi Takahara
- 1Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka 565-0871 Japan
| | - Osamu Iida
- 2Cardiovascular Center, Kansai Rosai Hospital, 3-1-69 Inabaso, Amagasaki, Hyogo 660-8511 Japan
| | - Yukihiro Fujita
- 3Division of Metabolism and Biosystemic Science, Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Hokkaido 078-8510 Japan
| | - Masakazu Haneda
- 3Division of Metabolism and Biosystemic Science, Department of Internal Medicine, Asahikawa Medical University, Asahikawa, Hokkaido 078-8510 Japan
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35
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Factors associated with non-proliferative diabetic retinopathy in patients with type 1 and type 2 diabetes: the Japan Diabetes Complication and its Prevention prospective study (JDCP study 4). Diabetol Int 2018; 10:3-11. [PMID: 30800559 DOI: 10.1007/s13340-018-0357-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Accepted: 04/21/2018] [Indexed: 12/15/2022]
Abstract
Aims This study aims to identify associations of non-proliferative diabetic retinopathy (NPDR) in the Japan Diabetes Complication and its Prevention prospective (JDCP) study, a nation-wide study capturing real-world practice for diabetes in Japan. Methods We recruited patients with type 1 and type 2 diabetes mellitus aged between 40 and 75 years from 464 hospitals and clinics. Seven thousand and seven hundred patients fulfilled the inclusion criteria, and 5852 patients were included for this specific analysis. Multiple logistic regression models were used to identify associated factors of NPDR. Results Of the 363 patients with type 1 diabetes, 83 patients (22.8%) had NPDR; there were significant associations of duration of diabetes and high-density lipoprotein cholesterol with the presence of NPDR. Of the 5489 patients with type 2 diabetes, 1515 (27.6%) had NPDR. Female, duration of diabetes, lifetime maximum body weight, treatment types, systolic blood pressure, and the number of oral hypoglycemic agents (OHA) and antihypertensive drug were associated with increased odds of having NPDR. Diastolic BP, body mass index, alcohol intake, and the number of lipid-lowering drugs were associated with lower odds of having NPDR. Statin and fibrate use was associated with lower odds of having NPDR; this association was confirmed in the model adjusting for the propensity score for taking fibrate or statin (odds ratio 0.80, 95% confidence interval 0.70-0.92; p = 0.002). Conclusions There was a potential protective association of lipid-lowering medication (statin or fibrate) and statin use and the presence of NPDR in patients with type 2 diabetes in the JDCP study.
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Inagaki N, Harashima S, Kaku K, Kondo K, Maruyama N, Otsuka M, Kawaguchi Y, Iijima H. Long-term efficacy and safety of canagliflozin in combination with insulin in Japanese patients with type 2 diabetes mellitus. Diabetes Obes Metab 2018; 20:812-820. [PMID: 29110384 PMCID: PMC5873413 DOI: 10.1111/dom.13152] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Revised: 10/20/2017] [Accepted: 10/31/2017] [Indexed: 12/11/2022]
Abstract
AIM The aim of this study was to assess the long-term efficacy and safety of canagliflozin as add-on therapy in Japanese patients with type 2 diabetes mellitus who had inadequate glycaemic control with insulin. MATERIALS AND METHODS The study comprised a 16-week, double-blind period in which patients were randomized to either placebo (P; N = 70) or canagliflozin (100 mg, CAN; N = 76), followed by a 36-week open-label period in which all patients received canagliflozin. The efficacy endpoints included the change in HbA1c from baseline to end of treatment. The safety endpoints were adverse events, hypoglycaemic events, and laboratory test values. RESULTS The changes from baseline (mean ± standard deviation, last observation carried forward) in the P/CAN and CAN/CAN groups, respectively, were -1.09% ± 0.85% and -0.88% ± 0.86% for HbA1c, -1.40% ± 2.54% and -2.14% ± 2.75% for body weight, and 7.84% ± 14.37% and 8.91% ± 10.80% for HOMA2-%B (all, P < .001). Adverse events occurred in 85.1% of the P/CAN group and 92.0% of the CAN/CAN group. Hypoglycaemic events occurred in 43.3% and 54.7%, respectively. All hypoglycaemic events were mild in severity and insulin dose reduction decreased the incidence rate of hypoglycaemic events. Post-hoc ordinal logistic modelling/logistic modelling showed that lower serum C-peptide at Week 0 was a risk factor for hypoglycaemia in both the P and CAN groups in the double-blind period as well as in the canagliflozin all-treatment period. CONCLUSIONS This study demonstrates the long-term efficacy and safety of canagliflozin combined with insulin in Japanese patients.
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Affiliation(s)
- Nobuya Inagaki
- Department of Diabetes, Endocrinology and NutritionKyoto University Graduate School of MedicineKyotoJapan
| | - Shin‐ichi Harashima
- Department of Diabetes, Endocrinology and NutritionKyoto University Graduate School of MedicineKyotoJapan
| | - Kohei Kaku
- Department of General Internal Medicine 1Kawasaki Medical SchoolOkayamaJapan
| | - Kazuoki Kondo
- Ikuyaku Integrated Value Development Division, Mitsubishi Tanabe Pharma CorporationTokyoJapan
| | - Nobuko Maruyama
- Ikuyaku Integrated Value Development Division, Mitsubishi Tanabe Pharma CorporationTokyoJapan
| | - Makiko Otsuka
- Ikuyaku Integrated Value Development Division, Mitsubishi Tanabe Pharma CorporationTokyoJapan
| | - Yutaka Kawaguchi
- Ikuyaku Integrated Value Development Division, Mitsubishi Tanabe Pharma CorporationTokyoJapan
| | - Hiroaki Iijima
- Ikuyaku Integrated Value Development Division, Mitsubishi Tanabe Pharma CorporationTokyoJapan
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Katakami N, Mita T, Takahara M, Hashigami K, Kawashima M, Shimomura I, Watada H. Rationale and Design for the J-DISCOVER Study: DISCOVERing the Treatment Reality of Type 2 Diabetes in a Real-World Setting in Japan-A Protocol. Diabetes Ther 2018; 9:165-175. [PMID: 29260460 PMCID: PMC5801237 DOI: 10.1007/s13300-017-0351-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION It is estimated that 642 million adults worldwide will have diabetes by 2040, with 80-90% of these having type 2 diabetes mellitus (T2DM). While many new antidiabetic agents have been introduced in recent years, approximately 40% of T2DM patients still fail to achieve the recommended target HbA1c of < 7.0%. Furthermore, many patients with T2DM in Japan are treated by practitioners other than diabetes specialists; therefore, the exact treatment patterns of T2DM in Japan are difficult to quantify. AIMS J-DISCOVER aims to address the lack of data on the management of T2DM by providing real-world data on disease management patterns and associated outcomes in a large number of Japanese T2DM patients who are initiating second-line therapy. DESIGN AND SETTING Part of the global DISCOVER study program, J-DISCOVER will follow 2000 T2DM patients recruited from 141 sites across Japan who are aged ≥ 20 years. Recruitment began in September 2014 and follow-up will end in December 2018. The primary objective is to describe the long-term disease management patterns and clinical evolution of patients with T2DM inadequately controlled with a first-line antidiabetic therapy who initiate a second-line antidiabetic treatment. We will assess the associations between treatment patterns, including the line of antidiabetic medication used, as well as clinical and patient-reported outcomes. The primary endpoint is the mean change in HbA1c between baseline and at 6, 12, 24, and 36 months in the overall population and for patients receiving each class of second-line antidiabetic treatment. PLANNED OUTPUTS A peer-reviewed publication reporting real-world results and implications for clinical practice. CONCLUSION By enrolling and following a large number of patients with T2DM across Japan, J-DISCOVER is expected to provide important real-world clinical data for the development of future T2DM treatment guidelines. FUNDING AstraZeneca K.K. and Ono Pharmaceutical Co., Ltd., Osaka Japan. CLINICAL TRIAL REGISTRATION NCT02226822.
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Affiliation(s)
- Naoto Katakami
- Department of Metabolic Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan.
- Department of Metabolism and Atherosclerosis, Graduate School of Medicine, Osaka University, Osaka, Japan.
| | - Tomoya Mita
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Mitsuyoshi Takahara
- Department of Metabolic Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Metabolism and Atherosclerosis, Graduate School of Medicine, Osaka University, Osaka, Japan
- Department of Diabetes Care Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | | | | | - Iichiro Shimomura
- Department of Metabolic Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Hirotaka Watada
- Department of Metabolism and Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
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Hayashino Y, Izumi K, Okamura S, Nishimura R, Origasa H, Tajima N. Duration of diabetes and types of diabetes therapy in Japanese patients with type 2 diabetes: The Japan Diabetes Complication and its Prevention prospective study 3 (JDCP study 3). J Diabetes Investig 2016; 8:243-249. [PMID: 27390272 PMCID: PMC5334313 DOI: 10.1111/jdi.12550] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 06/07/2016] [Accepted: 06/30/2016] [Indexed: 01/17/2023] Open
Abstract
Aims/Introduction To analyze the association between the duration of diabetes and selection of diabetes therapy in a large database of Japanese patients with type 2 diabetes. Materials and Methods We used the data of 5,844 patients with type 2 diabetes to evaluate the association between the duration of diabetes and types of diabetes therapy. The logistic regression model was used to analyze the association between duration of diabetes and selection of diabetes therapy, and restricted cubic spline curves were used to represent the schematic association. Results Overall, clinical characteristics of the patients were women, 39.9%; mean age, 61.4 years; median duration of diabetes, 9 years; mean glycated hemoglobin, 7.4% (57.0 mmol/mol); and mean body mass index, 24.5 kg/m2. Compared with the first quartile of diabetes duration, the multivariable‐adjusted odds of any antidiabetic therapy (oral hypoglycemic agents or insulin) for the second, third and fourth quartiles were 2.17 (95% confidence interval [CI] 1.68–2.80; 3.39, 95% CI 2.53–4.54; 4.99, 95% CI 3.64–6.84), respectively (P for trend <0.001), and these associations were attenuated after adjusting possible confounders. Furthermore, those of insulin therapy were 1.48 (95% CI 1.20–1.84; 2.16, 95% CI 1.77–2.64; 4.94, 95% CI 4.04–6.04), respectively (P for trend <0.001). Schematic representation of restricted cubic spline curves analysis showed that a longer duration of diabetes was linearly associated with the odds of insulin therapy. Conclusions Obtained data showed that a longer duration of diabetes required complex diabetes drug regimens to be introduced to patients with type 2 diabetes.
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Affiliation(s)
- Yasuaki Hayashino
- The Japan Diabetes Society, Tokyo, Japan.,Tenri Hospital, Nara, Japan
| | - Kazuo Izumi
- The Japan Diabetes Society, Tokyo, Japan.,The National Center for Global Health and Medicine, Tokyo, Japan
| | - Shintaro Okamura
- The Japan Diabetes Society, Tokyo, Japan.,Tenri Hospital, Nara, Japan
| | - Rimei Nishimura
- The Japan Diabetes Society, Tokyo, Japan.,Division of Diabetes, Metabolism & Endocrinology, Department of Internal Medicine, Jikei University School of Medicine, Tokyo, Japan
| | - Hideki Origasa
- The Japan Diabetes Society, Tokyo, Japan.,Department of Biostatistics and Clinical Epidemiology, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Naoko Tajima
- The Japan Diabetes Society, Tokyo, Japan.,Jikei University School of Medicine, Tokyo, Japan
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