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Kawaguchi Y, Hajika Y, Ashida N, Rinka M, Hamai C, Masumoto K, Sawa J, Hamazaki K, Kumeda Y. Efficacy and safety of finerenone in individuals with type 2 diabetes mellitus complicated by diabetic kidney disease: A retrospective observational study. Metabol Open 2024; 24:100318. [PMID: 39318608 PMCID: PMC11417194 DOI: 10.1016/j.metop.2024.100318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 09/05/2024] [Accepted: 09/06/2024] [Indexed: 09/26/2024] Open
Abstract
Aim/introduction Early therapeutic interventions are necessary to reduce cardiovascular and renal composite endpoints in individuals with type 2 diabetes mellitus (T2DM) and diabetic kidney disease (DKD). Clinical trials have shown that finerenone suppresses cardiovascular and renal composite endpoints by reducing the urinary albumin-to-creatinine ratio (UACR) and suppressing the decline in the Estimated Glomerular Filtration Rate (eGFR). However, the efficacy and safety of finerenone in real-world clinical practice remain unclear. This study aimed to evaluate the reduction in the UACR as an efficacy endpoint as well as changes in eGFR and serum potassium levels as safety endpoints before and after finerenone administration. Materials and methods This retrospective observational study collected data from outpatients with T2DM and DKD upon initiation of finerenone treatment and 3 months after treatment. The primary efficacy endpoint was the change in the UACR from the start of finerenone treatment to after 3 months, while the primary safety endpoints were the changes in serum potassium levels and eGFR over the same period. Results The mean UACR significantly decreased from 668.6 mg/gCr at the start of finerenone treatment to 367.8 mg/gCr after 3 months (p < 0.001). Contrastingly, serum potassium levels, eGFRs, systolic and diastolic blood pressures, body mass indices, and HbA1c levels showed no significant changes between treatment initiation and 3 months post-treatment (all p > 0.05). Conclusions In individuals with T2DM and DKD, finerenone treatment significantly reduced the UACR, with no post-treatment changes in potassium levels or eGFRs. Trial registration This trial was registered with the University Hospital Medical Information Network Clinical Trial Registry (UMIN000054821).
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Affiliation(s)
- Yuji Kawaguchi
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Yuriko Hajika
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Narumi Ashida
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Maho Rinka
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Chie Hamai
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Koji Masumoto
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Jun Sawa
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Kenji Hamazaki
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
| | - Yasuro Kumeda
- Department of Internal Medicine, Minami Osaka Hospital, Osaka, Japan
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Yamaoka T, Sugiyama T, Ihana‐Sugiyama N, Kimura A, Yamamoto K, Imai K, Kuroda N, Ohsugi M, Ueki K, Yamauchi T, Tamiya N. Associations between income/employment status and diabetes care processes, health behaviors, and health outcomes in Japan: A cross-sectional study using claims data linked to a questionnaire survey. J Diabetes Investig 2024; 15:1684-1695. [PMID: 39264346 PMCID: PMC11527804 DOI: 10.1111/jdi.14301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 07/25/2024] [Accepted: 08/14/2024] [Indexed: 09/13/2024] Open
Abstract
AIMS/INTRODUCTION We aimed to explore the associations between income/employment status and diabetes care processes, health behaviors and health outcomes. MATERIALS AND METHODS This cross-sectional study used health insurance claims data between April 2021 and March 2022, and a questionnaire survey between December 2022 and January 2023 in Tsukuba City. The study analyzed the participants with diabetes (other than type 1) from those selected by stratified random sampling. We evaluated diabetes care processes, health behaviors and health outcomes by calculating weighted proportions among the groups. We also assessed the associations between income/employment status and these variables using multivariable modified Poisson regression models. RESULTS Of the 264 identified participants, 161 (64.2%) were men and 168 (72.8%) were aged ≥65 years old. Compared with the low-income groups, the high-income group had a higher proportion of sodium-glucose cotransporter 2 inhibitors or glucagon-like peptide-1 receptor agonists use (adjusted risk ratio [aRR] 1.70, 95% confidence interval (CI) 1.07-2.72), a higher proportion of attendance to annual health checkups for ≥2 years (aRR 1.68, 95% CI 1.07-2.64) and a lower proportion of all-cause hospitalization (aRR 0.15, 95% CI 0.04-0.48); additionally, the middle-income group had a lower proportion of high total outpatient medical expenses (aRR 0.57, 95% CI 0.35-0.92). Compared to the no work time group, the full-time work group had a lower proportion of exercise habits (aRR 0.59, 95% CI 0.35-0.99) and a higher proportion of good self-reported health (aRR 2.08, 95% CI 1.22-3.55). CONCLUSIONS Several variables were associated with income/employment status. Policy intervention should focus on high-risk groups identified by considering these associations.
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Affiliation(s)
- Takuya Yamaoka
- Department of Health Services Research, Graduate School of Comprehensive Human SciencesUniversity of TsukubaIbarakiJapan
- Department of Health Services Research, Institute of MedicineUniversity of TsukubaIbarakiJapan
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
| | - Takehiro Sugiyama
- Department of Health Services Research, Institute of MedicineUniversity of TsukubaIbarakiJapan
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
- Health Services Research and Development CenterUniversity of TsukubaIbarakiJapan
- Institute for Global Health Policy Research, Bureau of International Health CooperationNational Center for Global Health and MedicineTokyoJapan
| | - Noriko Ihana‐Sugiyama
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
- Health Services Research and Development CenterUniversity of TsukubaIbarakiJapan
- Department of Diabetes, Endocrinology and MetabolismNational Center for Global and Medicine HospitalTokyoJapan
| | - Akiko Kimura
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
- Health Services Research and Development CenterUniversity of TsukubaIbarakiJapan
| | - Kouko Yamamoto
- Department of Health Services Research, Graduate School of Comprehensive Human SciencesUniversity of TsukubaIbarakiJapan
- Department of Health Services Research, Institute of MedicineUniversity of TsukubaIbarakiJapan
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
| | - Kenjiro Imai
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
- Health Services Research and Development CenterUniversity of TsukubaIbarakiJapan
| | - Naoaki Kuroda
- Health Services Research and Development CenterUniversity of TsukubaIbarakiJapan
- Health Department of Tsukuba CityIbarakiJapan
- Department of Public Mental Health Research, National Institute of Mental HealthNational Center of Neurology and PsychiatryTokyoJapan
| | - Mitsuru Ohsugi
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
- Department of Diabetes, Endocrinology and MetabolismNational Center for Global and Medicine HospitalTokyoJapan
| | - Kohjiro Ueki
- Department of Diabetes, Endocrinology and MetabolismNational Center for Global and Medicine HospitalTokyoJapan
- Diabetes Research Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
| | - Toshimasa Yamauchi
- Department of Diabetes and Metabolic Diseases, Graduate School of MedicineThe University of TokyoTokyoJapan
| | - Nanako Tamiya
- Department of Health Services Research, Institute of MedicineUniversity of TsukubaIbarakiJapan
- Health Services Research and Development CenterUniversity of TsukubaIbarakiJapan
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Sako A, Yada T, Fujiya K, Nakashima R, Yoshimura K, Yanai H, Uemura N. Clinical epidemiology of the endoscopic, laparoscopic, and surgical resection of malignant gastric tumors in Japan, 2014-2021: a retrospective study using open data from a national claims database. Gastric Cancer 2024:10.1007/s10120-024-01553-y. [PMID: 39333285 DOI: 10.1007/s10120-024-01553-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: 05/22/2024] [Accepted: 09/09/2024] [Indexed: 09/29/2024]
Abstract
BACKGROUND Gastric cancer is a common malignancy with a high incidence in East Asia. Gastric resection ranges from endoscopic resection to open total gastrectomy. However, nationwide data are lacking. METHODS This observational study analyzed data from the publicly accessible National Database of Health Insurance Claims and Specific Health Checkups, which includes most national health insurance claims data in Japan. Trends in the types of resection performed for malignant gastric tumors between 2014 and 2021, patients' age and sex distributions, and regional disparities were investigated. RESULTS The annual number of resections was highest in 2015 (109,000) and lowest in 2020 (90,000) after the COVID-19 pandemic. The proportion of endoscopic resections increased from 47% in 2014 to 57% in 2021 while that of total gastrectomies decreased from 17 to 10%. In 2021, 70% of patients who underwent resection were men. That year, 83.8% of all patients who underwent any type of gastric resection and 87.1% of those who underwent endoscopic submucosal dissection were aged ≥ 65 years. The annual incidence of gastric resection per million population was highest in Tottori (n = 1236) and lowest in Okinawa (n = 251). The proportion of endoscopic resections was highest in Miyagi (66%) and lowest in Aichi (45%) and that of open surgery was highest in Aomori (36%) and lowest in Wakayama (5%). CONCLUSIONS Gastric malignancy is increasingly treated by endoscopic submucosal dissection rather than open total gastrectomy. However, regional disparities remain in resection type. Standardization of treatment and a more even distribution of specialists are needed.
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Affiliation(s)
- Akahito Sako
- Department of Internal Medicine, Kohnodai Hospital, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Ichikawa, Chiba, 272-8516, Japan.
| | - Tomoyuki Yada
- Department of Gastroenterology and Hepatology, Kohnodai Hospital, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Ichikawa, Chiba, 272-8516, Japan
| | - Keiichi Fujiya
- Division of Gastric Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Ryo Nakashima
- Department of Gastroenterological Surgery, Fukuoka University Faculty of Medicine, 7-45-1 Nanakuma, Jonan-ku, Fukuoka, 814-0133, Japan
| | - Kensuke Yoshimura
- Center for Next Generation of Community Health, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8677, Japan
| | - Hidekatsu Yanai
- Department of Internal Medicine, Kohnodai Hospital, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Ichikawa, Chiba, 272-8516, Japan
| | - Naomi Uemura
- Department of Gastroenterology and Hepatology, Kohnodai Hospital, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Ichikawa, Chiba, 272-8516, Japan
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Kanasaki K, Ueki K, Nangaku M. Diabetic kidney disease: the kidney disease relevant to individuals with diabetes. Clin Exp Nephrol 2024:10.1007/s10157-024-02537-z. [PMID: 39031296 DOI: 10.1007/s10157-024-02537-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 07/04/2024] [Indexed: 07/22/2024]
Abstract
In individuals with diabetes, chronic kidney disease (CKD) is a major comorbidity. However, it appears that there is worldwide confusion regarding which term should be used to describe CKD complicated with diabetes: diabetic nephropathy, diabetic kidney disease (DKD), CKD with diabetes, diabetes and CKD, etc. Similar confusion has also been reported in Japan. Therefore, to provide clarification, the Japanese Diabetes Society and the Japanese Society of Nephrology collaborated to update the corresponding Japanese term to describe DKD and clearly define the concept of DKD. In this review, we briefly described the history of kidney complications in individuals with diabetes and the Japanese definition of the DKD concept and provided our rationale for these changes.
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Affiliation(s)
- Keizo Kanasaki
- Department of Internal Medicine 1, Faculty of Medicine, Shimane University, 89-1 Enya-Cho, Izumo, 693-8501, Japan.
- The Center for Integrated Kidney Research and Advance, Faculty of Medicine, Shimane University, 89-1 Enya-Cho, Izumo, 693-8501, Japan.
| | - Kohjiro Ueki
- Diabetes Research Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Masaomi Nangaku
- Division of Nephrology and Endocrinology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
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Okada A, Yamaguchi S, Imaizumi T, Oba K, Kurakawa KI, Yamauchi T, Kadowaki T, Nangaku M. Modification Effects of Albuminuria on the Association Between Kidney Function and Development of Anemia in Diabetes. J Clin Endocrinol Metab 2024; 109:1012-1032. [PMID: 37955878 PMCID: PMC10940265 DOI: 10.1210/clinem/dgad660] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/26/2023] [Accepted: 11/09/2023] [Indexed: 11/14/2023]
Abstract
CONTEXT Previous studies failed to adjust for estimated glomerular filtration rate (eGFR) in evaluating the association between albuminuria and anemia development, and we aimed to investigate whether albuminuria independently affects anemia development. METHODS We conducted a retrospective cohort study and retrospectively identified adults with diabetes from a Japanese nationwide clinical database (JMDC, Tokyo, Japan). To assess the modification effects of albuminuria on the association between eGFR and anemia development, we estimated prevalence of anemia, defined as hemoglobin < 13 g/dL in men and < 12 g/dL in women, using a modified Poisson regression and marginal standardization form of predictive margins, stratified by albuminuria severity after adjusting for eGFR. Hence, we revealed at which eGFR level this modification effect appeared and the extent to which this modification effect increased the prevalence of anemia. RESULTS We identified 327 999 data points from 48 056 individuals [normoalbuminuria: 186 472 (56.9%), microalbuminuria: 107 170 (32.7%), and macroalbuminuria: 34 357 (10.5%)]. As eGFR declined, anemia prevalence increased. Albuminuria severity modified this association induced by decreased eGFR among individuals with eGFR <30 mL/min/1.73 m2 after adjusting for multivariable factors, including age, sex, comorbidities, and medication use. Compared with the normoalbuminuric group, the macroalbuminuric group had a 5% to 20% higher anemia prevalence among individuals with eGFR of <30 mL/min/1.73 m2. CONCLUSION We revealed that the severity of albuminuria modified the association between eGFR and anemia development among individuals with eGFR <30 mL/min/1.73 m2, highlighting the modification effect of albuminuria on the association between kidney function and anemia development in diabetes.
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Affiliation(s)
- Akira Okada
- Department of Prevention of Diabetes and Lifestyle-Related Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Satoko Yamaguchi
- Department of Prevention of Diabetes and Lifestyle-Related Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Takahiro Imaizumi
- Department of Nephrology, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
- Department of Advanced Medicine, Nagoya University Hospital, Nagoya 466-8560, Japan
| | - Koji Oba
- Department of Biostatistics, School of Public Health, The University of Tokyo, Tokyo 113-8655, Japan
| | - Kayo Ikeda Kurakawa
- Department of Prevention of Diabetes and Lifestyle-Related Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
| | - Toshimasa Yamauchi
- Department of Diabetes and Metabolism, Graduate School of Medicine, The University of TokyoTokyo, 113-8655, Japan
| | - Takashi Kadowaki
- Department of Prevention of Diabetes and Lifestyle-Related Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
- Department of Diabetes and Metabolism, Graduate School of Medicine, The University of TokyoTokyo, 113-8655, Japan
- Toranomon Hospital, Tokyo 105-8470, Japan
| | - Masaomi Nangaku
- Division of Nephrology and Endocrinology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan
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Fujii T, Mori T, Komiyama J, Kuroda N, Tamiya N. Factors associated with non-initiation of osteoporosis pharmacotherapy after hip fracture: analysis of claims data in Japan. Arch Osteoporos 2023; 18:103. [PMID: 37477723 PMCID: PMC10361872 DOI: 10.1007/s11657-023-01314-x] [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: 03/16/2023] [Accepted: 07/09/2023] [Indexed: 07/22/2023]
Abstract
In an analysis of claims data from a city in Japan, male patients and patients with dementia were less likely to receive osteoporosis pharmacotherapy after hip fracture. Treatment initiation rate has improved between 2014 and 2017. PURPOSE Older adults with recent hip fractures are at a high risk of recurrent fractures. However, the post-fracture care gap has been reported globally. This study examines factors associated with pharmacotherapy non-initiation within 1 year after hip surgery. METHODS Using medical and long-term care (LTC) claims, and LTC needs certification data in Tsukuba City, Japan, we identified individuals aged 65 years or older who had hip fractures with subsequent surgical procedures between October 1, 2014, and December 31, 2017. Patient (age, sex, dementia, and comorbidities) and health service-related characteristics (fiscal year, type of hospital, number of hospital beds, and admission to recovery phase rehabilitation wards) were examined. The association of these factors with non-pharmacotherapy for osteoporosis within 1 year after hip fracture using multivariable logistic models was analyzed. RESULTS We identified 275 patients with hip fractures who did not receive pharmacotherapy pre-fracture. Forty percent of them received pharmacotherapy within 1 year of post-fracture. Male sex (odds ratio (OR) = 4.49 [2.14-9.44]) and dementia (OR = 1.90 [1.03-3.52]) were associated with no pharmacotherapy, whereas later fiscal year (OR = 0.64 [0.48-0.87]) and admission to rehabilitation wards (OR = 0.25 [0.14-0.46]) were associated with pharmacotherapy initiation within 1 year of post-fracture. Comorbidities were not associated with the initiation of pharmacotherapy. CONCLUSION Pharmacotherapy for osteoporosis was less likely to be initiated after a hip fracture in male patients and patients with dementia. These patients should be considered for pharmacotherapy because they are at high risk of recurrent fractures.
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Affiliation(s)
- Tomoko Fujii
- Health Services Research and Development Center, University of Tsukuba, 1-1-1 Tenno-dai, Tsukuba, Ibaraki, 305-8575, Japan.
- Faculty of Physical Education, Kokushikan University, Tokyo, Japan.
- Department of Orthopaedic Surgery, Faculty of Medicine, The University of Tokyo, Tokyo, Japan.
| | - Takahiro Mori
- Health Services Research and Development Center, University of Tsukuba, 1-1-1 Tenno-dai, Tsukuba, Ibaraki, 305-8575, Japan
- Department of General Medicine, International University of Health and Welfare Narita Hospital, Chiba, Japan
| | - Jun Komiyama
- Department of Health Services Research, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
- Department of Health Services Research, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Naoaki Kuroda
- Health Services Research and Development Center, University of Tsukuba, 1-1-1 Tenno-dai, Tsukuba, Ibaraki, 305-8575, Japan
- Health Department, Tsukuba City, Ibaraki, Japan
- Department of Community Mental Health & Law, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Nanako Tamiya
- Health Services Research and Development Center, University of Tsukuba, 1-1-1 Tenno-dai, Tsukuba, Ibaraki, 305-8575, Japan
- Department of Health Services Research, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
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Tan JK, Salim NNM, Lim GH, Chia SY, Thumboo J, Bee YM. Trends in diabetes-related complications in Singapore, 2013-2020: A registry-based study. PLoS One 2022; 17:e0275920. [PMID: 36219616 PMCID: PMC9553054 DOI: 10.1371/journal.pone.0275920] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 09/26/2022] [Indexed: 11/06/2022] Open
Abstract
Background Diabetes mellitus (DM) is a growing global health problem. In Singapore, the prevalence of Type 2 DM is rising, but comprehensive information about trends in DM-related complications is lacking. Objectives We utilized the Singapore Health Services (SingHealth) diabetes registry (SDR) to assess trends in DM micro and macro-vascular complications at the population level, explore factors influencing these trends. Methods We studied trends for ten DM-related complications: ischemic heart disease (IHD), acute myocardial infarction (AMI), peripheral arterial disease (PAD) and strokes, diabetic eye complications, nephropathy, neuropathy, diabetic foot, major and minor lower extremity amputation (LEA). The complications were determined through clinical coding in hospital (inpatient and outpatient) and primary care settings within the SingHealth cluster. We described event rates for the complications in 4 age-bands. Joinpoint regression was used to identify significant changes in trends. Results Among 222,705 patients studied between 2013 and 2020. 48.6% were female, 70.7% Chinese, 14.7% Malay and 10.6% Indian with a mean (SD) age varying between 64.6 (12.5) years in 2013 and 65.7 (13.2) years in 2020. We observed an increase in event rates in IHD, PAD, stroke, diabetic eye complications nephropathy, and neuropathy. Joinpoints was observed for IHD and PAD between 2016 to 2018, with subsequent plateauing of event rates. Major and minor LEA event rates decreased through the study period. Conclusion We found that DM and its complications represent an important challenge for healthcare in Singapore. Improvements in the trends of DM macrovascular complications were observed. However, trends in DM microvascular complications remain a cause for concern.
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Affiliation(s)
- Joshua Kuan Tan
- Health Services Research Unit, Singapore General Hospital, Singapore, Singapore
| | | | - Gek Hsiang Lim
- Health Services Research Unit, Singapore General Hospital, Singapore, Singapore
| | - Sing Yi Chia
- Health Services Research Unit, Singapore General Hospital, Singapore, Singapore
| | - Julian Thumboo
- Health Services Research Unit, Singapore General Hospital, Singapore, Singapore
| | - Yong Mong Bee
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
- * E-mail:
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Wang F, Wei Y, Wang M, Pan Z, Jin G, Lu X. Process quality of type 2 diabetes mellitus care and association with patient perceived attributes of family doctor service in urban general practices, Beijing, China. BMC PRIMARY CARE 2022; 23:228. [PMID: 36071391 PMCID: PMC9454121 DOI: 10.1186/s12875-022-01838-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 08/29/2022] [Indexed: 11/25/2022]
Abstract
Background Family doctor service (FDS) is a scheme oriented to improving the access and continuity of primary care in China. Type 2 diabetes mellitus (T2DM) management is a core component of FDS. However, evidence on the quality of T2DM care is lacking and the potential association between FDS attributes and T2DM care is largely unknown. This study attempted to assess the process quality of T2DM care in general practice and explore the association between patient perceived FDS attributes and process quality of T2DM care. Methods Total 400 patients were recruited from 5 community health service centers in two urban districts in Beijing. Questionnaire survey and extraction of data from electronic health record (EHR) were conducted to collect patient characteristics, patient perceived FDS attributes (accessibility, continuity and team-based care) and process quality indicators (monitoring and health counseling indicators). Chi-square test and a two-level generalized linear mixed model (GLMM) were used to explore the association between FDS attributes and process quality. Results The utilization rate of all the 12 indicators in monitoring, 6 indicators in health counseling and all the 18 process indicators, was 12.8%, 23.8% and 6.0% respectively. Over half of the patients (56.8%) perceived all the 3 FDS attributes. There were statistically significant associations between accessibility of care and lipid (p = 0.008), electrocardiogram (p = 0.016), retinopathy (p = 0.037) and peripheral neuropathy (p = 0.006) monitoring and each of the 6 health counseling indicators (all the p values < 0.05). Regular follow up (p = 0.039), plasma blood glucose (p = 0.020), blood pressure (p = 0.026), body mass index (p = 0.044) and foot (p = 0.005) monitoring as well as each of the 6 health counseling indicators (all the p values < 0.05) were more likely to be received by patients when continuity of care was ensured. Patients who were managed by a GP team had higher utilization rate of glycosylated hemoglobin monitoring (p = 0.026) and each of the 6 health counseling indicators (all the p values < 0.05). When the patients perceived one more FDS attribute, the indicators they received significantly increased by 1.50 (coefficient = 1.50, p < 0.001). Patients between the age of 65 and 74 years received 1.15 more indicators than those under 65 (coefficient = 1.15, p = 0.003). Patients with more than ten years duration of T2DM received 0.74 more indicators (coefficient = 0.74, p = 0.028). Patients taking both insulin and oral medicine received 0.97 more indicators than those taking oral medication only (coefficient = 0.97, p = 0.027). Patients who were managed by GPs with on-job training experience received 1.19 more indicators (coefficient = 1.19, p = 0.040). Among the patients who had completed junior high school or below, having better self-report health status (≥ 60) received 2.40 less indicators (coefficient = -2.40, p = 0.004). Conclusions Improvement of key monitoring and health counseling indicators might be needed in T2DM care in general practice in Beijing, China. Policies for improving process quality of T2DM care should be considered. Supplementary Information The online version contains supplementary material available at 10.1186/s12875-022-01838-0.
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Oshima H, Takamura Y, Hirano T, Shimura M, Sugimoto M, Kida T, Matsumura T, Gozawa M, Yamada Y, Morioka M, Inatani M. Glycemic Control after Initiation of Anti-VEGF Treatment for Diabetic Macular Edema. J Clin Med 2022; 11:jcm11164659. [PMID: 36012896 PMCID: PMC9410407 DOI: 10.3390/jcm11164659] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/02/2022] [Accepted: 08/07/2022] [Indexed: 11/16/2022] Open
Abstract
Diabetic macular edema (DME) induces visual disturbance, and intravitreal injections of anti-vascular endothelial growth factor (VEGF) drugs are the accepted first-line treatment. We investigate its impact on glycemic control after starting VEGF treatment for DME on the basis of a questionnaire and changes in hemoglobin A1c (HbA1c). We conducted a retrospective multicenter study analyzing 112 patients with DME who underwent anti-VEGF therapy and their changes in HbA1c over two years. Central retinal thickness and visual acuity significantly improved at three months and throughout the period after initiating therapy (p < 0.0001); a significant change in HbA1c was not found. A total of 59.8% of patients became more active in glycemic control through exercise and diet therapy after initiating therapy, resulting in a significantly lower HbA1c at 6 (p = 0.0047), 12 (p = 0.0003), and 18 (p = 0.0117) months compared to patients who did not. HbA1c was significantly lower after 18 months in patients who stated that anti-VEGF drugs were expensive (p = 0.0354). The initiation of anti-VEGF therapy for DME affects HbA1c levels in relation to more aggressive glycemic control.
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Affiliation(s)
- Hideyuki Oshima
- Department of Ophthalmology, Faculty of Medical Sciences, University of Fukui, Yoshida 910-1193, Fukui, Japan
| | - Yoshihiro Takamura
- Department of Ophthalmology, Faculty of Medical Sciences, University of Fukui, Yoshida 910-1193, Fukui, Japan
- Correspondence: ; Tel.: +81-776-61-8403
| | - Takao Hirano
- Department of Ophthalmology, Shinshu University School of Medicine, Nagano 390-0802, Matsumoto, Japan
| | - Masahiko Shimura
- Department of Ophthalmology, Tokyo Medical University Hachioji Medical Center, Tokyo 193-0998, Hachioji, Japan
| | - Masahiko Sugimoto
- Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu 514-8507, Mie, Japan
| | - Teruyo Kida
- Department of Ophthalmology, Osaka Medical and Pharmaceutical University, Takatsuki 569-8686, Osaka, Japan
| | - Takehiro Matsumura
- Department of Ophthalmology, Faculty of Medical Sciences, University of Fukui, Yoshida 910-1193, Fukui, Japan
| | - Makoto Gozawa
- Department of Ophthalmology, Faculty of Medical Sciences, University of Fukui, Yoshida 910-1193, Fukui, Japan
| | - Yutaka Yamada
- Department of Ophthalmology, Faculty of Medical Sciences, University of Fukui, Yoshida 910-1193, Fukui, Japan
| | - Masakazu Morioka
- Department of Ophthalmology, Faculty of Medical Sciences, University of Fukui, Yoshida 910-1193, Fukui, Japan
| | - Masaru Inatani
- Department of Ophthalmology, Faculty of Medical Sciences, University of Fukui, Yoshida 910-1193, Fukui, Japan
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10
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Nishioka Y, Kubo S, Okada S, Myojin T, Higashino T, Imai K, Sugiyama T, Noda T, Ishii H, Takahashi Y, Imamura T. The age of death in Japanese patients with type 2 and type 1 diabetes: A descriptive epidemiological study. J Diabetes Investig 2022; 13:1316-1320. [PMID: 35395140 PMCID: PMC9340860 DOI: 10.1111/jdi.13802] [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: 01/20/2022] [Revised: 03/17/2022] [Accepted: 04/05/2022] [Indexed: 11/29/2022] Open
Abstract
This study clarified the age of death in patients with or without diabetes using the largest health insurance database in Japan. This population-based retrospective cohort study was performed using the National Database of Health Insurance Claims and Specific Health Checkups of Japan (NDB) data. The ages of death between people with and without diabetes were compared. A total of 142,277,986 patients (74,488,962 women and 67,789,024 men) over 6 years, including 4,647,016 females, and 6,507,817 males with diabetes, were included. 2,786,071 females and 2,975,876 males died over 6 years, including 652,699 females and 954,655 males with diabetes. The average age of death in patients with diabetes was 2.6 years less than that of patients without diabetes. This descriptive epidemiological study illustrated the difference in age at death of patients with and without diabetes.
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Affiliation(s)
- Yuichi Nishioka
- Department of Public Health, Health Management and PolicyNara Medical UniversityNaraJapan
- Department of Diabetes and EndocrinologyNara Medical UniversityNaraJapan
| | - Shinichiro Kubo
- Department of Public Health, Health Management and PolicyNara Medical UniversityNaraJapan
| | - Sadanori Okada
- Department of Diabetes and EndocrinologyNara Medical UniversityNaraJapan
| | - Tomoya Myojin
- Department of Public Health, Health Management and PolicyNara Medical UniversityNaraJapan
| | | | - Kenjiro Imai
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
| | - Takehiro Sugiyama
- Diabetes and Metabolism Information Center, Research InstituteNational Center for Global Health and MedicineTokyoJapan
- Department of Health Services Research, Faculty of MedicineUniversity of TsukubaIbarakiJapan
| | - Tatsuya Noda
- Department of Public Health, Health Management and PolicyNara Medical UniversityNaraJapan
| | - Hitoshi Ishii
- Department of Doctor‐Patient RelationshipsNara Medical UniversityNaraJapan
| | - Yutaka Takahashi
- Department of Diabetes and EndocrinologyNara Medical UniversityNaraJapan
| | - Tomoaki Imamura
- Department of Public Health, Health Management and PolicyNara Medical UniversityNaraJapan
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11
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Fukuda H, Ishiguro C, Ono R, Kiyohara K. The Longevity Improvement & Fair Evidence (LIFE) Study: Overview of the Study Design and Baseline Participant Profile. J Epidemiol 2022. [PMID: 35753792 PMCID: PMC10319523 DOI: 10.2188/jea.je20210513] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The Longevity Improvement & Fair Evidence (LIFE) Study, which was launched in 2019, is a multi-region community-based database project that aims to generate evidence toward extending healthy life expectancy and reducing health disparities in Japan. Herein, we describe the LIFE Study's design and baseline participant profile. METHODS Municipalities participating in the LIFE Study provide data from government-administered health insurance enrollees and public assistance recipients. These participants cover all disease types and age groups. Centered on healthcare claims data, the project also collects long-term care claims data, health checkup data, vaccination records, residence-related information, and income-related information. The different data types are converted into a common data model containing five modules (health care, long-term care, health checkup, socioeconomic status, and health services). We calculated the descriptive statistics of participants at baseline in 2018. RESULTS The LIFE Study currently stores data from 1,420,437 residents of 18 municipalities. The health care module contains 1,280,756 participants (mean age: 65.2 years), the long-term care module contains 189,069 participants (mean age: 84.3 years), and the health checkup module contains 274,375 participants (mean age: 69.0 years). Although coverage and follow-up rates were lower among younger persons, the health care module includes 74,151 children (0-19 years), 273,157 working-age adults (20-59 years), and 933,448 older persons (≥60 years). CONCLUSION The LIFE Study provides data from over 1 million participants and can facilitate a wide variety of life-course research and cohort studies. This project is expected to be a useful platform for generating real-world evidence from Japan.
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Affiliation(s)
- Haruhisa Fukuda
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences.,Center for Cohort Studies, Kyushu University Graduate School of Medical Sciences
| | - Chieko Ishiguro
- Section of Clinical Epidemiology, Department of Data Science, Center for Clinical Sciences, National Center for Global Health and Medicine
| | - Rei Ono
- Department of Public Health, Kobe University Graduate School of Health Sciences
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12
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Yagome S, Sugiyama T, Inoue K, Igarashi A, Bouchi R, Ohsugi M, Ueki K, Goto A. Influence of the COVID-19 pandemic on overall physician visits and telemedicine use among patients with type 1 or type 2 diabetes in Japan. J Epidemiol 2022; 32:476-482. [PMID: 35691909 PMCID: PMC9424188 DOI: 10.2188/jea.je20220032] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
BackgroundRegular visits with healthcare professionals are important for preventing serious complications in patients with diabetes. The purpose of this retrospective cohort study was to clarify whether there was any suppression of physician visits among patients with diabetes during the spread of COVID-19, in Japan and to assess whether telemedicine contributed to continued visits.MethodsWe used the JMDC Claims database which contains the monthly claims reported from July 2018 to May 2020 and included 4595 (type 1) and 123,686 (type 2) patients with diabetes.Using a difference-in-differences analysis, we estimated the changes in the monthly numbers of physician visits or telemedicine per 100 patients in April and May 2020 compared with the same months in 2019.ResultsFor patients with type 1 diabetes, the estimates for total overall physician visits were -2.53 (95% CI, -4.63 to 0.44) in April and -8.80 (-10.85 to -6.74) in May; those for telemedicine visits were 0.71 (0.47 to 0.96) in April and 0.54 (0.32 to 0.76) in May. For patients with type 2 diabetes, the estimates for overall physician visits were -2.50 (-2.95 to -2.04) in April and -3.74 (-4.16 to -3.32) in May; those for telemedicine visits were 1.13 (1.07 to 1.20) in April and 0.73 (0.68 to 0.78) in May.ConclusionsThe COVID-19 pandemic was associated with suppression of physician visits and a slight increase in the utilisation of telemedicine among patients with diabetes during April and May 2020.
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Affiliation(s)
- Susumu Yagome
- Department of Health Data Science, Yokohama City University Graduate School of Data Science.,Integrity Healthcare Co., Ltd
| | - Takehiro Sugiyama
- Diabetes and Metabolism Information Centre, National Centre for Global Health and Medicine.,Department of Health Services Research, Faculty of Medicine, University of Tsukuba
| | - Kosuke Inoue
- Department of Epidemiology, UCLA Fielding School of Public Health.,Department of Social Epidemiology, Graduate School of Medicine, Kyoto University
| | - Ataru Igarashi
- Unit of Public Health and Preventive Medicine, Yokohama City University School of Medicine.,Department of Health Economics and Outcomes Research, Graduate School of Pharmaceutical Sciences, the University of Tokyo
| | - Ryotaro Bouchi
- Diabetes and Metabolism Information Centre, National Centre for Global Health and Medicine.,Department of Diabetes, Endocrinology and Metabolism, National Centre for Global Health and Medicine
| | - Mitsuru Ohsugi
- Diabetes and Metabolism Information Centre, National Centre for Global Health and Medicine.,Department of Diabetes, Endocrinology and Metabolism, National Centre for Global Health and Medicine
| | - Kohjiro Ueki
- Diabetes and Metabolism Information Centre, National Centre for Global Health and Medicine.,Diabetes Research Centre, National Centre for Global Health and Medicine
| | - Atsushi Goto
- Department of Health Data Science, Yokohama City University Graduate School of Data Science
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13
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Eighteen-year trends in the management of patients with diabetes in the Shiga Diabetes Clinical Survey: overall trends and differences by age group. Diabetol Int 2022; 13:566-574. [PMID: 35693988 PMCID: PMC9174363 DOI: 10.1007/s13340-022-00573-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Accepted: 02/02/2022] [Indexed: 10/19/2022]
Abstract
Aim To examine the trends in the management of patients with diabetes over an 18-year period in Japan. Participants and methods We recorded the height, body mass, laboratory data, diabetes treatment, and screening status of diabetic complications from the data collected during the Shiga Diabetes Clinical Survey, which has been performed every 6 years since 2000. We then evaluated the management of patients with diabetes in Shiga Prefecture. The study included 17,870, 18,398, 24,243, and 26,624 participants in each of the 4 years of measurements. Results The mean age and body mass index (BMI) of the participants gradually increased. The percentage of patients with BMI of ≥ 25 kg/m2 was higher in younger patients. Glycemic control significantly improved over 18 years (hemoglobin A1c: 7.3% ± 1.4% in 2000 to 7.1% ± 1.1% in 2018, P for trend < 0.001). The mean hemoglobin A1c levels were higher in younger patients than in elderly patients and increased from 2012 to 2018 in patients aged ≥ 65 years. The proportion of participants who underwent screening for albuminuria and diabetic retinopathy increased. The mean blood pressure and low-density lipoprotein cholesterol concentration decreased. Conclusions Glycemic control has been maintained at an acceptable level since the previous survey. Although glycemic control has become less strict in elderly patients with diabetes, glycemic control is poorer in younger patients than in elderly patients. Obesity is an increasingly important problem, particularly in younger patients. The frequency of screening for diabetic complications and the control of blood pressure should be improved. Supplementary Information The online version contains supplementary material available at 10.1007/s13340-022-00573-2.
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14
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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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15
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Bouchi R, Sugiyama T, Goto A, Imai K, Ihana‐Sugiyama N, Ohsugi M, Yamauchi T, Kadowaki T, Ueki K. Retrospective nationwide study on the trends in first-line antidiabetic medication for patients with type 2 diabetes in Japan. J Diabetes Investig 2022; 13:280-291. [PMID: 34309213 PMCID: PMC8847136 DOI: 10.1111/jdi.13636] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [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] [Revised: 06/24/2021] [Accepted: 07/22/2021] [Indexed: 12/19/2022] Open
Abstract
AIMS/INTRODUCTION To investigate the national trend in the prescription of first-line non-insulin antidiabetic agents and total medical costs (TMCs) after prescribing the drug in Japanese patients with type 2 diabetes. MATERIALS AND METHODS Using the National Database of Health Insurance Claims and Specific Health Check-ups of Japan covering almost the entire Japanese population, we calculated the proportion of each antidiabetic drug from 2014 to 2017, and determined the factors associated with drug selection. The TMCs in the first year after starting the drugs were calculated, and factors associated with the costs were also determined. RESULTS Among 1,136,723 new users of antidiabetic agents, dipeptidyl peptidase-4 inhibitors were the most prescribed (65.1%), followed by biguanides (15.9%) and sodium-glucose cotransporter 2 inhibitors (7.6%). Sodium-glucose cotransporter 2 inhibitor and biguanide use increased during 2014-2017 (2.2%-11.4% and 13.7%-17.2%, respectively), whereas the others decreased. Biguanides were not prescribed at all in 38.2% of non-Japan Diabetes Society-certified facilities. The TMCs were the lowest among those who started with biguanides. Fiscal year, age, sex, facility, number of beds and comorbidities were associated with drug choice and TMCs. There were wide regional variations in the drug choice, but not in the TMCs. CONCLUSIONS Unlike in the USA and Europe, dipeptidyl peptidase-4 inhibitor is the most prescribed first-line medication for type 2 diabetes patients in Japan, while there is a wide variation in the drug choice by facility-type and prefecture.
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Affiliation(s)
- Ryotaro Bouchi
- Department of Diabetes, Endocrinology and MetabolismNational Center for Global Health and MedicineTokyoJapan
- Diabetes and Metabolism Information CenterNational Center for Global Health and MedicineTokyoJapan
| | - Takehiro Sugiyama
- Diabetes and Metabolism Information CenterNational Center for Global Health and MedicineTokyoJapan
- Department of Health Services ResearchFaculty of MedicineUniversity of TsukubaIbarakiJapan
| | - Atsushi Goto
- Department of Health Data ScienceGraduate School of Data ScienceYokohama City UniversityYokohamaJapan
| | - Kenjiro Imai
- Diabetes and Metabolism Information CenterNational Center for Global Health and MedicineTokyoJapan
| | - Noriko Ihana‐Sugiyama
- Department of Diabetes, Endocrinology and MetabolismNational Center for Global Health and MedicineTokyoJapan
- Diabetes and Metabolism Information CenterNational Center for Global Health and MedicineTokyoJapan
| | - Mitsuru Ohsugi
- Department of Diabetes, Endocrinology and MetabolismNational Center for Global Health and MedicineTokyoJapan
- Diabetes and Metabolism Information CenterNational Center for Global Health and MedicineTokyoJapan
| | - Toshimasa Yamauchi
- Department of Diabetes and Metabolic DiseasesGraduate School of MedicineThe University of TokyoTokyoJapan
| | | | - Kohjiro Ueki
- Department of Diabetes, Endocrinology and MetabolismNational Center for Global Health and MedicineTokyoJapan
- Diabetes Research CenterNational Center for Global Health and MedicineTokyoJapan
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16
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Fukui A, Takeshita K, Nakashima A, Maruyama Y, Yokoo T. Chronic Kidney Disease Patients Visiting Various Hospital Departments: An Analysis in a Hospital in Central Tokyo, Japan. J Pers Med 2022; 12:jpm12010039. [PMID: 35055354 PMCID: PMC8778196 DOI: 10.3390/jpm12010039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 12/22/2021] [Accepted: 12/28/2021] [Indexed: 12/04/2022] Open
Abstract
To further improve care for chronic kidney disease (CKD) patients, healthcare providers’ awareness of CKD must be raised. Proteinuria testing is essential for CKD care, and collaboration with specialists is recommended for advanced cases. We reviewed data from the electronic medical records of outpatients at our hospital to analyze the clinical departments visited by CKD patients, and the frequency of proteinuria testing and referrals to nephrologists. We defined CKD as an estimated glomerular filtration rate (eGFR) < 60 mL/min/1.73 m2 or a urine protein concentration (U-pro) ≥ +1. We found that 31.1% of the CKD tests in September 2021 were performed in clinical departments other than internal medicine. Furthermore, within 1 year, 68.0% of CKD patients identified in September 2020 underwent a urine dipstick test, and 33.7% underwent a quantitative test for urinary protein or albumin. Additionally, 27.5% of individuals with an eGFR < 30 mL/min/1.73 m2 or U-pro ≥ +1 identified by non-nephrology departments in September 2020 visited the nephrology department within 1 year. Repeated assessments of these quality indicators may be useful for progress management in improving CKD care. Because CKD patients visited various departments in our hospital, campaigns to raise CKD awareness must reach a wide range of healthcare providers in hospitals.
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Affiliation(s)
- Akira Fukui
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo 105-8461, Japan; (A.N.); (Y.M.); (T.Y.)
- Correspondence: ; Tel.: +81-3-3433-1111
| | - Kohei Takeshita
- Department of Innovation for Medical Information Technology, The Jikei University School of Medicine, Tokyo 105-8461, Japan;
| | - Akio Nakashima
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo 105-8461, Japan; (A.N.); (Y.M.); (T.Y.)
| | - Yukio Maruyama
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo 105-8461, Japan; (A.N.); (Y.M.); (T.Y.)
| | - Takashi Yokoo
- Division of Nephrology and Hypertension, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo 105-8461, Japan; (A.N.); (Y.M.); (T.Y.)
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17
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Mitri J, Sugiyama T, Tanaka H, Ohsugi M, Gabbay RA. Understanding the quality of diabetes care in Japan: a systematic review of the literature. Diabetol Int 2022; 13:41-48. [PMID: 35059242 PMCID: PMC8733133 DOI: 10.1007/s13340-021-00497-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 02/02/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Among chronic diseases, diabetes is a frequent focus of performance measurement. Disease-specific indicators based on evidence-based clinical guidelines have been used to evaluate the quality of care. There are worldwide efforts to improve the quality of diabetes care. Measuring the gap is an essential first step toward improving the quality of care. METHODS In order to better understand the status of quality of diabetes care in Japan, a country with a universal healthcare system, we performed a literature search looking for all studies reporting on quality indicators. In this review, we summarized the studies that have looked at the status of the quality of diabetes care over the last decade. RESULTS There were a total of 6 studies that reported on process including HbA1c, blood pressure, lipid screening, retinopathy and nephropathy screening and intermediate clinical measures which included percentages of patients reaching targets for HbA1c, blood pressure and LDL-C. Overall, the process measures continue to improve, however the clinical intermediate outcome measures remain suboptimal. CONCLUSION Despite the improvement in diabetes related process measures, there is limited data on clinical measures. It is necessary to shed more light on the assessment of the quality of diabetes care.
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Affiliation(s)
- Joanna Mitri
- Joslin Diabetes Center, 1 Joslin Place, #239, Boston, MA 02215 USA
| | - Takehiro Sugiyama
- Diabetes and Metabolism Information Center, Research Institute, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655 Japan
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575 Japan
| | - Hirokazu Tanaka
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - 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
| | - Robert A. Gabbay
- Joslin Diabetes Center, 1 Joslin Place, #239, Boston, MA 02215 USA
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18
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Chan JCN, Lim LL, Wareham NJ, Shaw JE, Orchard TJ, Zhang P, Lau ESH, Eliasson B, Kong APS, Ezzati M, Aguilar-Salinas CA, McGill M, Levitt NS, Ning G, So WY, Adams J, Bracco P, Forouhi NG, Gregory GA, Guo J, Hua X, Klatman EL, Magliano DJ, Ng BP, Ogilvie D, Panter J, Pavkov M, Shao H, Unwin N, White M, Wou C, Ma RCW, Schmidt MI, Ramachandran A, Seino Y, Bennett PH, Oldenburg B, Gagliardino JJ, Luk AOY, Clarke PM, Ogle GD, Davies MJ, Holman RR, Gregg EW. The Lancet Commission on diabetes: using data to transform diabetes care and patient lives. Lancet 2021; 396:2019-2082. [PMID: 33189186 DOI: 10.1016/s0140-6736(20)32374-6] [Citation(s) in RCA: 335] [Impact Index Per Article: 111.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 07/06/2020] [Accepted: 11/05/2020] [Indexed: 01/19/2023]
Affiliation(s)
- Juliana C N Chan
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China.
| | - Lee-Ling Lim
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China; Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Nicholas J Wareham
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Jonathan E Shaw
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; School of Life Sciences, La Trobe University, Melbourne, VIC, Australia
| | - Trevor J Orchard
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, KS, USA
| | - Ping Zhang
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Eric S H Lau
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China
| | - Björn Eliasson
- Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Endocrinology and Metabolism, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Alice P S Kong
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Majid Ezzati
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; Medical Research Council Centre for Environment and Health, Imperial College London, London, UK; WHO Collaborating Centre on NCD Surveillance and Epidemiology, Imperial College London, London, UK
| | - Carlos A Aguilar-Salinas
- Departamento de Endocrinología y Metabolismo, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Margaret McGill
- Diabetes Centre, Royal Prince Alfred Hospital, University of Sydney, Sydney, NSW, Australia
| | - Naomi S Levitt
- Chronic Disease Initiative for Africa, Department of Medicine, Faculty of Medicine and Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Guang Ning
- Shanghai Clinical Center for Endocrine and Metabolic Disease, Department of Endocrinology, Ruijin Hospital, Shanghai Jiaotong University, School of Medicine, Shanghai, China; Shanghai Institute of Endocrine and Metabolic Diseases, Shanghai, China
| | - Wing-Yee So
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Jean Adams
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Paula Bracco
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Nita G Forouhi
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Gabriel A Gregory
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Jingchuan Guo
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, KS, USA
| | - Xinyang Hua
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Emma L Klatman
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia
| | - Dianna J Magliano
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Boon-Peng Ng
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA; College of Nursing and Disability, Aging and Technology Cluster, University of Central Florida, Orlando, FL, USA
| | - David Ogilvie
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Jenna Panter
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Meda Pavkov
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Hui Shao
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Nigel Unwin
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Martin White
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Constance Wou
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Ronald C W Ma
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Maria I Schmidt
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Ambady Ramachandran
- India Diabetes Research Foundation and Dr A Ramachandran's Diabetes Hospitals, Chennai, India
| | - Yutaka Seino
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka, Japan; Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe, Japan
| | - Peter H Bennett
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA
| | - Brian Oldenburg
- Nossal Institute for Global Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia; WHO Collaborating Centre on Implementation Research for Prevention and Control of NCDs, University of Melbourne, Melbourne, VIC, Australia
| | - Juan José Gagliardino
- Centro de Endocrinología Experimental y Aplicada, UNLP-CONICET-CICPBA, Facultad de Ciencias Médicas, Universidad Nacional de La Plata, La Plata, Argentina
| | - Andrea O Y Luk
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China
| | - Philip M Clarke
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Graham D Ogle
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia; National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Rury R Holman
- Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
| | - Edward W Gregg
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
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19
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Clinical practice of diabetic foot, nephropathy, and retinopathy in Japan: cross-sectional study using local and nationwide questionnaire surveys. Diabetol Int 2021; 13:493-502. [DOI: 10.1007/s13340-021-00559-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 11/03/2021] [Indexed: 10/19/2022]
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20
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Nishioka Y, Noda T, Okada S, Myojin T, Kubo S, Higashino T, Nakajima H, Sugiyama T, Ishii H, Imamura T. Association between influenza and the incidence rate of new-onset type 1 diabetes in Japan. J Diabetes Investig 2021; 12:1797-1804. [PMID: 33660948 PMCID: PMC8504904 DOI: 10.1111/jdi.13540] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/27/2021] [Accepted: 03/02/2021] [Indexed: 12/30/2022] Open
Abstract
AIM This study aimed to determine whether there is an association between influenza and new-onset type 1 diabetes. MATERIALS AND METHODS This population-based retrospective cohort study used data from the National Database of Health Insurance Claims and Specific Health Check-ups of Japan. Influenza was defined based on drug prescriptions and the onset of type 1 diabetes was defined using specific medical codes indicating a diagnosis of type 1 diabetes. The incidence rate ratio of new-onset type 1 diabetes within 180 days after an influenza diagnosis was calculated and it was compared with that at other times using Poisson regression and generalized estimating equations. Sensitivity analyses were performed to confirm the robustness of this finding. RESULTS The data of 10,400 patients with new-onset type 1 diabetes were analyzed, including 2,196 (952 male 1,244 female) patients diagnosed with influenza between 1 September 2014 and 31 August 2017. Although only patients with type 1 diabetes were included, adjusted analysis showed that individuals had a 1.3-fold (95% confidence interval: 1.15-1.46) higher risk of developing type 1 diabetes in the first 180 days after influenza diagnosis than that at other times. CONCLUSIONS In this Japanese population-based cohort, the risk of new-onset type 1 diabetes may increase after the diagnosis of influenza. These results, which must be confirmed in other populations, suggest that influenza may be a causal factor for new-onset type 1 diabetes. The molecular mechanisms underlying the potential etiological relationship between influenza and type 1 diabetes should be elucidated.
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Affiliation(s)
- Yuichi Nishioka
- Department of Public HealthHealth Management and PolicyNara Medical UniversityNaraJapan
- Department of Diabetes and EndocrinologyNara Medical University HospitalNaraJapan
| | - Tatsuya Noda
- Department of Public HealthHealth Management and PolicyNara Medical UniversityNaraJapan
| | - Sadanori Okada
- Department of Diabetes and EndocrinologyNara Medical University HospitalNaraJapan
| | - Tomoya Myojin
- Department of Public HealthHealth Management and PolicyNara Medical UniversityNaraJapan
| | - Shinichiro Kubo
- Department of Public HealthHealth Management and PolicyNara Medical UniversityNaraJapan
| | - Tsuneyuki Higashino
- Healthcare and Wellness DivisionMitsubishi Research Institute, IncTokyoJapan
| | - Hiroki Nakajima
- Department of Diabetes and EndocrinologyNara Medical University HospitalNaraJapan
| | - Takehiro Sugiyama
- Diabetes and Metabolism Information CenterResearch InstituteNational Center for Global Health and MedicineTokyoJapan
- Department of Health Services ResearchFaculty of MedicineUniversity of TsukubaTsukubaJapan
| | - Hitoshi Ishii
- Department of Diabetes and EndocrinologyNara Medical University HospitalNaraJapan
- Department of Doctor‐Patient RelationshipsNara Medical UniversityNaraJapan
| | - Tomoaki Imamura
- Department of Public HealthHealth Management and PolicyNara Medical UniversityNaraJapan
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21
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Okada A, Ono S, Yamaguchi S, Yamana H, Ikeda Kurakawa K, Michihata N, Matsui H, Nangaku M, Yamauchi T, Yasunaga H, Kadowaki T. Association between nutritional guidance or ophthalmological examination and discontinuation of physician visits in patients with newly diagnosed diabetes: A retrospective cohort study using a nationwide database. J Diabetes Investig 2021; 12:1619-1631. [PMID: 33459533 PMCID: PMC8409872 DOI: 10.1111/jdi.13510] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 01/12/2021] [Accepted: 01/14/2021] [Indexed: 12/12/2022] Open
Abstract
AIMS/INTRODUCTION Discontinuation of diabetes care has been studied mostly in patients with prevalent diabetes and not in patients with newly diagnosed diabetes, whose dropout risk is highest. Because enrolling patients in a prospective study will influence adherence, we retrospectively examined whether guideline-recommended practices, defined as nutritional guidance or ophthalmological examination, can prevent patient discontinuation of diabetes care after its initiation. MATERIALS AND METHODS We retrospectively identified adults with newly screened diabetes during checkups using a large Japanese administrative claims database (JMDC, Tokyo, Japan) that contains laboratory data and lifestyle questionnaires. We defined discontinuation of physician visits as a follow-up interval exceeding 6 months. We divided the patients into those who received guideline-recommended practices (nutritional guidance or ophthalmology consultation) within the same month as the first visit and those who did not. We calculated propensity scores and carried out inverse probability of treatment weighting analyses to compare discontinuation between the two groups. RESULTS We identified 6,508 patients with at least one physician consultation for diabetes care within 3 months after their checkup, including 4,574 patients without and 1,934 with guideline-recommended practices. After inverse probability of treatment weighting, patients with guideline-recommended practices had a significantly lower proportion of discontinuation than those without (17.2% vs 21.8%; relative risk 0.79, 95% confidence interval 0.69-0.91). CONCLUSIONS This study is the first to show that after adjustment for both patient and healthcare provider factors, guideline-recommended practices within the first month of physician consultation for diabetes care can decrease subsequent discontinuation of physician visits in patients with newly diagnosed diabetes.
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Grants
- 19AA2007 Ministry of Health, Labor and Welfare, Japan
- 20K18957 Ministry of Education, Culture, Sports, Science and Technology, Japan
- 20H03907 Ministry of Education, Culture, Sports, Science and Technology, Japan
- 17H05077 Ministry of Education, Culture, Sports, Science and Technology, Japan
- Japan Diabetes Society
- Ministry of Health, Labor and Welfare, Japan
- Japan Diabetes Society
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Affiliation(s)
- Akira Okada
- Department of Prevention of Diabetes and Lifestyle‐Related DiseasesGraduate School of MedicineThe University of TokyoTokyoJapan
| | - Sachiko Ono
- Department of Eat‐loss MedicineGraduate School of MedicineThe University of TokyoTokyoJapan
| | - Satoko Yamaguchi
- Department of Prevention of Diabetes and Lifestyle‐Related DiseasesGraduate School of MedicineThe University of TokyoTokyoJapan
| | - Hayato Yamana
- Department of Health Services ResearchGraduate School of MedicineThe University of TokyoTokyoJapan
| | - Kayo Ikeda Kurakawa
- Department of Prevention of Diabetes and Lifestyle‐Related DiseasesGraduate School of MedicineThe University of TokyoTokyoJapan
| | - Nobuaki Michihata
- Department of Health Services ResearchGraduate School of MedicineThe University of TokyoTokyoJapan
| | - Hiroki Matsui
- Department of Clinical Epidemiology and Health EconomicsThe University of TokyoTokyoJapan
| | - Masaomi Nangaku
- Division of Nephrology and EndocrinologyGraduate School of MedicineThe University of TokyoTokyoJapan
| | - Toshimasa Yamauchi
- Department of Diabetes and MetabolismGraduate School of MedicineThe University of TokyoTokyoJapan
| | - Hideo Yasunaga
- Department of Clinical Epidemiology and Health EconomicsThe University of TokyoTokyoJapan
| | - Takashi Kadowaki
- Department of Prevention of Diabetes and Lifestyle‐Related DiseasesGraduate School of MedicineThe University of TokyoTokyoJapan
- Toranomon HospitalTokyoJapan
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22
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Kato A, Fujishima K, Takami K, Inoue N, Takase N, Suzuki N, Suzuki K, Kuwayama S, Yamada A, Sakai K, Horita R, Nozaki M, Yoshida M, Hirano Y, Yasukawa T, Ogura Y. Remote screening of diabetic retinopathy using ultra-widefield retinal imaging. Diabetes Res Clin Pract 2021; 177:108902. [PMID: 34102247 DOI: 10.1016/j.diabres.2021.108902] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 05/15/2021] [Accepted: 06/02/2021] [Indexed: 10/21/2022]
Abstract
AIMS To study the possibility of constructing a remote interpretation system for retinal images. METHODS An ultra-widefield (UWF) retinal imaging device was installed in the internal medicine department specializing in diabetes to obtain fundus images of patients with diabetes. Remote interpretation was conducted at Nagoya City University using a cloud server. The medical data, severity of retinopathy, and frequency of ophthalmologic visits were analyzed. RESULTS Four hundred ninety-nine patients (mean age, 62.5 ± 13.4 years) were included. The duration of diabetes in 240 (48.1%) patients was less than 10 years and 433 (86.7%) patients had a hemoglobin (Hb) A1c below 8%. Regarding the retinopathy severity, 360 (72.1%) patients had no diabetic retinopathy (NDR), 63 (12.6%) mild nonproliferative retinopathy (NPDR), 38 (7.64%) moderate NPDR, 13 (2.6%) severe NPDR, and 25 (5.0%) PDR. Two hundred forty-one (48.3%) patients had an ophthalmologic consultation within 1 year, 104 (20.8%) had no history of an ophthalmologic consultation. DR was not present in 86 (82.7%) patients who had never had an ophthalmologic examination, 30 (78.9%) patients with severe NPDR or PDR had had an ophthalmologic visit within 1 year. The frequency of ophthalmic visits was correlated negatively with age, diabetes duration, HbA1c, and severity of retinopathy. CONCLUSION Remote interpretation of DR using UWF retinal imaging was useful for retinopathy screening. During the COVID-19 pandemic, a remote screening system that can ensure compulsory social distancing and reduce the number of ophthalmic visits can be a safe system for patients and clinicians.
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Affiliation(s)
- Aki Kato
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | | | - Kazuhisa Takami
- Kizawa Memorial Hospital, 590 Shimokobi, Kobi-cho, Minokamo, Gifu 505-8503, Japan.
| | - Naomi Inoue
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Noriaki Takase
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Norihiro Suzuki
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Katsuya Suzuki
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Soichiro Kuwayama
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Akiko Yamada
- Kizawa Memorial Hospital, 590 Shimokobi, Kobi-cho, Minokamo, Gifu 505-8503, Japan.
| | - Katsuhisa Sakai
- Kizawa Memorial Hospital, 590 Shimokobi, Kobi-cho, Minokamo, Gifu 505-8503, Japan.
| | - Ryosuke Horita
- Kizawa Memorial Hospital, 590 Shimokobi, Kobi-cho, Minokamo, Gifu 505-8503, Japan.
| | - Miho Nozaki
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Munenori Yoshida
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Yoshio Hirano
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Tsutomu Yasukawa
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
| | - Yuichiro Ogura
- Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, Aichi 467-8601, Japan.
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23
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Fujihara K, Yamada-Harada M, Matsubayashi Y, Kitazawa M, Yamamoto M, Yaguchi Y, Seida H, Kodama S, Akazawa K, Sone H. Accuracy of Japanese claims data in identifying diabetes-related complications. Pharmacoepidemiol Drug Saf 2021; 30:594-601. [PMID: 33629363 DOI: 10.1002/pds.5213] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 01/26/2021] [Accepted: 02/22/2021] [Indexed: 12/14/2022]
Abstract
PURPOSE To evaluate the accuracy of various claims-based definitions of diabetes-related complications (coronary artery disease [CAD], heart failure, cerebrovascular disease and dialysis). METHODS We evaluated data on 1379 inpatients who received care at the Niigata University Medical & Dental Hospital in September 2018. Manual electronic medical chart reviews were conducted for all patients with regard to diabetes-related complications and were used as the gold standard. Sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of each claims-based definition associated with diabetes-related complications based on Diagnosis Procedure Combination (DPC), International Classification of Diseases, Tenth Revision (ICD-10) codes, procedure codes and medication codes were calculated. RESULTS DPC-based definitions had higher sensitivity, specificity, and PPV than ICD-10 code definitions for CAD and cerebrovascular disease, with sensitivity of 0.963-1.000 and 0.905-0.952, specificity of 1.000 and 1.000, and PPV of 1.000 and 1.000, respectively. Sensitivity, specificity, and PPV were high using procedure codes for CAD and dialysis, with sensitivity of 0.963 and 1.000, specificity of 1.000 and 1.000, and PPV of 1.000 and 1.000, respectively. DPC and/or ICD-10 codes + medication were better for heart failure than the ICD-10 code definition, with sensitivity of 0.933, specificity of 1.000, and PPV of 1.000. The PPVs were lower than 60% for all diabetes-related complications using ICD-10 codes only. CONCLUSION The DPC-based definitions for CAD and cerebrovascular disease, procedure codes for CAD and dialysis, and DPC or ICD-10 codes with medication codes for heart failure could accurately identify these diabetes-related complications from claims databases.
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Affiliation(s)
- Kazuya Fujihara
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan
| | - Mayuko Yamada-Harada
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan
| | - Yasuhiro Matsubayashi
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan
| | - Masaru Kitazawa
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan
| | - Masahiko Yamamoto
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan
| | - Yuta Yaguchi
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan
| | | | - Satoru Kodama
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan
| | - Kohei Akazawa
- Department of Medical Informatics, Niigata University Medical and Dental Hospital, Niigata, Japan
| | - Hirohito Sone
- Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan
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24
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Nishioka Y, Noda T, Okada S, Myojin T, Kubo S, Higashino T, Ishii H, Imamura T. Incidence and seasonality of type 1 diabetes: a population-based 3-year cohort study using the National Database in Japan. BMJ Open Diabetes Res Care 2020; 8:8/1/e001262. [PMID: 32994226 PMCID: PMC7526280 DOI: 10.1136/bmjdrc-2020-001262] [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: 02/07/2020] [Revised: 05/16/2020] [Accepted: 06/06/2020] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION To investigate the incidence of type 1 diabetes by age group (0-19, 20-39, 40-59, ≥60 years) in Japan and whether there is seasonality in this incidence. RESEARCH DESIGN AND METHODS The incidence of type 1 diabetes from September 2014 to August 2017 was estimated using 2013-2018 data from the National Database of Health Insurance Claims and Specific Health Check-ups of Japan. The incidence rate was analyzed using Tango's Index and the self-controlled case series method. RESULTS Overall, 10 400 of the 79 175 553 included individuals were diagnosed with type 1 diabetes. The incidence of type 1 diabetes from September 2014 to August 2017 was 4.42/100 000 person-years. The incidence rates for men aged 0-19, 20-39, 40-59, and ≥60 years were 3.94, 5.57, 5.70, and 3.48, respectively. Among women, the incidence rates for the same age ranges were 5.22, 4.83, 4.99, and 3.31, respectively. Tango's index showed that the incidence rate of type 1 diabetes was significantly associated with seasons among those aged 0-19 years. Further, the self-controlled case series method showed a significant interaction between age and season, with the incidence of type 1 diabetes being higher in spring for patients younger than 20 years of age. CONCLUSIONS In Japan, men aged 40-59 years and women aged 0-19 years are the groups with the highest incidence of type 1 diabetes. Further, the incidence of younger-onset diabetes in Japan was higher in spring (from March to May).
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Affiliation(s)
- Yuichi Nishioka
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
- Department of Diabetes and Endocrinology, Nara Medical University, Kashihara, Nara, Japan
| | - Tatsuya Noda
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Sadanori Okada
- Department of Diabetes and Endocrinology, Nara Medical University, Kashihara, Nara, Japan
| | - Tomoya Myojin
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Shinichiro Kubo
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Tsuneyuki Higashino
- Healthcare and Wellness Division, Mitsubishi Research Institute, Inc, Tokyo, Japan
| | - Hitoshi Ishii
- Department of Diabetes and Endocrinology, Nara Medical University, Kashihara, Nara, Japan
| | - Tomoaki Imamura
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
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