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Kusama T, Tamada Y, Osaka K, Takeuch K. Periodontal Care Is Associated With a Lower Risk of Dialysis Initiation in Middle-Aged Patients With Type 2 Diabetes Mellitus: A 6-Year Follow-Up Cohort Study Based on a Nationwide Healthcare Database. J Clin Periodontol 2025; 52:717-726. [PMID: 39757133 PMCID: PMC12003055 DOI: 10.1111/jcpe.14105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 11/27/2024] [Accepted: 12/10/2024] [Indexed: 01/07/2025]
Abstract
OBJECTIVE To investigate the association between dental attendance with periodontal care and the risk of dialysis initiation in patients with type 2 diabetes mellitus (T2D). METHODS This retrospective cohort study used data from the Japan Medical Data Center (JMDC) claims database (January 2015 to August 2022). Patients with T2D, aged 40-74, were included. Dental attendance with periodontal care and initiation of dialysis were used as the exposure and outcome variables, respectively. We fitted the Cox proportional hazards model, including potential confounders, to estimate hazard ratios (HRs) and 95% confidence intervals (95%CIs). RESULTS Among 99,273 participants (mean age = 54.4 years [SD = 7.8], male = 71.9%), the incidence rate of dialysis initiation was 0.92 per 1000 person-years. After adjusting for all covariates, those with periodontal care (HR = 0.68 [95%CI = 0.51-0.91] for ≥ 1 time/year and HR = 0.56 [95%CI = 0.41-0.77] for ≥ 1 time/6 months) had a significantly lower risk of dialysis initiation compared to those without dental attendance. CONCLUSION Periodontal disease care in patients with T2D is associated with a reduced risk of dialysis initiation by 32%-44%. This suggests that integrating periodontal care into diabetes management may help prevent the progression of diabetic nephropathy and improve patient outcomes.
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Affiliation(s)
- Taro Kusama
- Division of Statistics and Data Science, Liaison Center for Innovative DentistryTohoku University Graduate School of DentistryMiyagiJapan
- Department of International and Community Oral HealthTohoku University Graduate School of DentistryMiyagiJapan
| | - Yudai Tamada
- Department of International and Community Oral HealthTohoku University Graduate School of DentistryMiyagiJapan
- Department of Preventive MedicineNagoya University Graduate School of MedicineAichiJapan
| | - Ken Osaka
- Department of International and Community Oral HealthTohoku University Graduate School of DentistryMiyagiJapan
| | - Kenji Takeuch
- Division of Statistics and Data Science, Liaison Center for Innovative DentistryTohoku University Graduate School of DentistryMiyagiJapan
- Department of International and Community Oral HealthTohoku University Graduate School of DentistryMiyagiJapan
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Yanai T, Yoshida S, Kawakami K. The Association Between Children's Autism Spectrum Disorders and Central Nervous System Infections: Using a Nationwide Claims Database. J Autism Dev Disord 2025; 55:1688-1696. [PMID: 38607469 DOI: 10.1007/s10803-024-06327-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/19/2024] [Indexed: 04/13/2024]
Abstract
Several studies have reported an association of autism spectrum disorder (ASD) with central nervous system (CNS) infections and intrauterine infections; however, the results remain unclear. This study aimed to examine this issue using an extensive national database. Utilizing JMDC medical claims database, we conducted a retrospective cohort study of children with at least three years of follow-up from birth, ensuring the mother's information was available. The focus was on the relationship between ASD incidence and exposures like viral meningitis/encephalitis, bacterial meningitis, and intrauterine infections. Cox proportional hazards was used to calculate hazard ratios (HRs) with covariates such as presence of maternal history of mental illness, preterm, low birth weight, respiratory and cardiac disorder, epilepsy, and cranial malformations. Sensitivity analysis was performed on sibling and multiple birth cohorts to adjust for genetic factors. Out of 276,195 mother-child pairs, bacterial meningitis was observed in 1326 (0.5%), viral meningitis/encephalitis in 6066 (2.2%), intrauterine infection in 3722 (1.3%), and ASD in 14,229 (5.2%) children. The adjusted HRs (95% confidence interval, p value) for ASD were 1.40 (1.25-1.57, p < 0.001), 1.14 (1.02-1.26, p = 0.013), and 1.06 (0.87-1.30, p = 0.539) for viral meningitis/encephalitis, intrauterine infection, and bacterial meningitis, respectively. After sensitivity analysis, the HRs for viral meningitis/encephalitis and ASD remained significantly high. Viral meningitis/encephalitis may be an independent risk factor for ASD. Awareness of this risk among healthcare professionals can lead to early intervention and potentially improved outcomes for affected children.
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Affiliation(s)
- Takanori Yanai
- Department of Pharmacoepidemiology, Kyoto University Graduate School of Medicine and Public Health, Yoshida-Konoecho, Sakyo-ku, Kyoto, 606-8501, Japan
| | - Satomi Yoshida
- Department of Pharmacoepidemiology, Kyoto University Graduate School of Medicine and Public Health, Yoshida-Konoecho, Sakyo-ku, Kyoto, 606-8501, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Kyoto University Graduate School of Medicine and Public Health, Yoshida-Konoecho, Sakyo-ku, Kyoto, 606-8501, Japan.
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Sakai M, Sakai T, Ohtsu F. Short-course treatment for community-acquired pneumonia in adults aged less than 65 years in Japan: A descriptive study using large healthcare claims database. J Infect Chemother 2025; 31:102698. [PMID: 40209930 DOI: 10.1016/j.jiac.2025.102698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Revised: 03/16/2025] [Accepted: 04/05/2025] [Indexed: 04/12/2025]
Abstract
INTRODUCTION In community-acquired pneumonia (CAP), short-course treatment is not inferior in effectiveness compared to conventional treatment durations, and clinical guidelines recommend 5-7-day-long treatments. However, it remains unclear how widely this practice is adopted in Japan. This study aimed to clarify the treatment duration of CAP in Japan using a large healthcare claims database. METHODS We used health insurance claims data provided by JMDC Inc. (Tokyo, Japan) and included patients aged 18-64 years diagnosed with CAP who began antibiotic treatment between January 1, 2013, and December 31, 2022. Short-course treatment was defined as ≤ 7 d. Analyses were conducted separately for inpatient and outpatient cases, and the annual trends were also investigated. RESULTS Overall, 25,572 patients (3367 inpatients and 22,205 outpatients) were included in the analysis. Short-course treatment was administered to 1087 (32 %) inpatients and 15,614 (70 %) outpatients. The proportion of short-course treatments during the 10-year study period was 31-35 % for inpatient cases and 67-72 % for outpatient cases, with no marked changes over the years. CONCLUSIONS The proportion of inpatients receiving short-course treatments for CAP was low. In Japan, especially for inpatient cases, further efforts are required to optimize the duration of CAP treatment.
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Affiliation(s)
- Mikiyasu Sakai
- Graduate School of Pharmacy, Meijo University, 150 Yagotoyama, Tempaku-ku, Nagoya, Aichi, 468-8503, Japan; Department of Pharmacy, Toyota Kosei Hospital, 500-1, Ibobara, Jousui-cho, Toyota, 470-0396, Japan.
| | - Takamasa Sakai
- Drug Informatics, Faculty of Pharmacy, Meijo University, 150 Yagotoyama, Tempaku-ku, Nagoya, Aichi, 468-8503, Japan
| | - Fumiko Ohtsu
- Drug Informatics, Faculty of Pharmacy, Meijo University, 150 Yagotoyama, Tempaku-ku, Nagoya, Aichi, 468-8503, Japan
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Shikamura M, Takayama A, Yokogawa K, Kawakami K. Temporal risk patterns of severe hypovolemia associated with sodium-glucose cotransporter-2 inhibitors in patients with type 2 diabetes mellitus: A self-controlled case series study. Diabetes Obes Metab 2025; 27:2584-2592. [PMID: 39966098 DOI: 10.1111/dom.16259] [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: 12/27/2024] [Revised: 01/29/2025] [Accepted: 01/31/2025] [Indexed: 02/20/2025]
Abstract
AIMS We aimed to investigate the temporal risk patterns of severe hypovolemia induced by sodium-glucose cotransporter-2 inhibitors (SGLT2i) in patients with type 2 diabetes mellitus. MATERIALS AND METHODS We conducted a self-controlled case series using claims data from Japan. Patients who were prescribed SGLT2i for treating type 2 diabetes mellitus and experienced severe hypovolemia were enrolled. The primary analysis evaluated the adjusted incidence rate ratios (IRRs) of exposure risk periods (Days 1 to 30, Days 31 to 90, Days 91 to 180 and Days ≥181) with their corresponding 95% confidence intervals (CIs), calculated using a multivariable conditional Poisson regression model, relative to that of the unexposed control period. RESULTS A total of 1200 new users of SGLT2i with 1334 severe hypovolemia events were included. The median follow-up and treatment periods were 3.66 and 2.53 years, respectively. The cohort was predominantly male (78.4%) with a median age of 54.1 years. A higher risk of severe hypovolemia associated with SGLT2i was observed particularly in the first 30 days (adjusted IRR 7.39, 95% CI 6.09-8.96) of treatment initiation. Secondary analyses highlighted the first 22 to 28 days (adjusted IRR 15.24, 95% CI 11.92-19.48) of treatment as the highest risk period for severe hypovolemia. CONCLUSIONS SGLT2i use in patients with type 2 diabetes mellitus was associated with a higher risk of severe hypovolemia, particularly within the first 30 days of treatment initiation, with the highest risk observed during 22 to 28 days.
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Affiliation(s)
- Mitsuhiro Shikamura
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Takeda Development Center Japan, Takeda Pharmaceutical Company Limited, Osaka, Japan
| | - Atsushi Takayama
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Kasumi Yokogawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
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Kato K, Shinoda K, Yokogawa N, Tajima T, Takahashi T, Kondo M. A real-world descriptive study of screening practices for hydroxychloroquine retinopathy in Japan using an insurance claims database. Sci Rep 2025; 15:12330. [PMID: 40210937 PMCID: PMC11985982 DOI: 10.1038/s41598-025-96579-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Accepted: 03/31/2025] [Indexed: 04/12/2025] Open
Abstract
Since 2015, hydroxychloroquine (HCQ) has been widely used as a standard treatment for systemic lupus erythematosus (SLE) and cutaneous lupus erythematosus (CLE) under the national health insurance system in Japan. However, the status of routine ophthalmological screening for retinopathy, which is a notable safety concern of HCQ, remains unclear. In this retrospective study using the nationwide health insurance claims database, we aimed to investigate the status of ophthalmological screening in routine clinical practice in Japan. A total of 2567 patients with SLE or CLE were included in the analysis. The proportion of ophthalmology visits was 88.0% at the initiation of HCQ prescription, decreased to 76.3% after one year, and then remained constant. Moreover, only 50% of the patients underwent spectral-domain optical coherence tomography (SD-OCT) and automated visual field (VF) tests, which are useful for the early detection of HCQ retinopathy-related changes. Importantly, the proportion of ophthalmology visits remained consistently high among patients who visited an ophthalmologist in the previous year, ranging from 77.3% to 90.2%. These findings highlight the need to improve screening adherence and promote regular ophthalmological evaluations, particularly for patients without prior ophthalmology visits, to enhance the early detection of HCQ retinopathy.
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Affiliation(s)
- Kumiko Kato
- Department of Ophthalmology, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu City, Mie, 514-8507, Japan
| | - Kei Shinoda
- Department of Ophthalmology, Saitama Medical University Hospital, 1397-1, Yamane, Hidaka-City, Saitama, 350-1298, Japan
| | - Naoto Yokogawa
- Department of Rheumatic Diseases, Tokyo Metropolitan Tama Medical Center, 2-8-29 Musashidai, Fuchu City, Tokyo, 183-8524, Japan
| | - Takumi Tajima
- JMDC, Inc., 2-5-5-12F Shibadaimon, Minato-Ku, Tokyo, 105-0012, Japan
| | - Toshiya Takahashi
- Medical Affairs Department, Asahi Kasei Pharma Corporation, 1-1-2 Yurakucho, Chiyoda-Ku, Tokyo, 100-0006, Japan.
| | - Mineo Kondo
- Department of Ophthalmology, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu City, Mie, 514-8507, Japan
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Tamura S, Kamo T, Miyata K, Igarashi T, Momosaki R. Development and internal validation of a clinical prediction model to predict independence in daily living at discharge for patients with heart failure: analysis using a Japanese national inpatient database real-world dataset. Physiother Theory Pract 2025; 41:741-751. [PMID: 38916151 DOI: 10.1080/09593985.2024.2371027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 06/15/2024] [Accepted: 06/15/2024] [Indexed: 06/26/2024]
Abstract
PURPOSE To develop a clinical prediction model (CPM) to predict independence in activities of daily living (ADLs) in patients with heart failure. SUBJECTS AND METHODS We collected the data of the individuals who were admitted and rehabilitated for heart failure from January 2017 to June 2022 from Japan's Diagnosis Procedure Combination database. We assessed the subjects' ADLs at discharge using the Barthel Index and classified them into independence, partial-independence, and total-dependence groups based on their ADLs at discharge. Two CPMs (an independence model and a partial-independence model) were developed by a binomial logistic regression analysis. The predictors included subject characteristics, treatment, and post-hospitalization disease onset. The CPMs' accuracy was validated by the area under the curve (AUC). Internal validation was performed using the bootstrap method. The final CPM is presented in a nomogram. RESULTS We included 96,753 patients whose ADLs could be traced at discharge. The independence model had a 0.73 mean AUC and a 1.0 slope at bootstrapping. We thus developed a simplified model using nomograms, which also showed adequate predictive accuracy in the independence model. The partial-independence model had a 0.65 AUC and inadequate predictive accuracy. CONCLUSIONS The independence model of ADLs in patients with heart failure is a useful CPM.
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Affiliation(s)
- Shuntaro Tamura
- Department of Physical Therapy, Ota college of medical technology, Gunma, Japan
| | - Tomohiko Kamo
- Department of Physical Therapy, Faculty of Rehabilitation, Gunma Paz University, Gunma, Japan
| | - Kazuhiro Miyata
- Department of Physical Therapy, Ibaraki Prefectural University of Health Sciences, Ibaraki, Japan
| | - Tatsuya Igarashi
- Department of Physical Therapy, Bunkyo Gakuin University, Saitama, Japan
| | - Ryo Momosaki
- Department of Rehabilitation Medicine, Mie University Graduate School of Medicine, Tsu, Japan
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Ishikawa T, Sakai T, Noda A, Kikuchi S, Kobayashi N, Tomita H, Nishigori H, Kuriyama S, Mano N, Obara T. Inclination of antidepressant medication continuation during pregnancy between 2012 and 2023 in Japan: A cohort study. J Affect Disord 2025; 374:640-645. [PMID: 39800066 DOI: 10.1016/j.jad.2025.01.044] [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: 08/07/2024] [Revised: 01/07/2025] [Accepted: 01/09/2025] [Indexed: 01/15/2025]
Abstract
BACKGROUND As multiple Japanese academic societies have recently issued treatment guidelines for perinatal antidepressant treatments, it is considered worthwhile to evaluate the latest trends and continuation of antidepressant medication during pregnancy to optimize antenatal prescriptions. METHODS The prevalence, trend, and continuation of antidepressant use during pregnancy in Japan from 2012 to 2023 were evaluated, using a large administrative claims database, in women whose pregnancies ended in live births. Annual changes were evaluated using a multivariate logistic regression model adjusted for maternal age at delivery. RESULTS Of 179,797 women with a mean maternal age at delivery of 32.5 years, 1870 (1.04%) were prescribed antidepressants during pregnancy. The prevalence significantly increased (P < 0.0001) from 0.63% in 2012 to 1.67% in 2023. Antidepressants were prescribed to 1730 women (0.96%) during the first trimester. Of these, 670 (38.7%) were antidepressant continuers throughout pregnancy, showing a significant increase (P < 0.0001) from 19.51% in 2012 to 50.70% in 2023. The most frequently prescribed class of antidepressants during pregnancy was serotonin reuptake inhibitors (0.74%), especially sertraline (0.33%) and escitalopram (0.23%), with a significant increase in their annual prevalence. LIMITATIONS Prescriptions for women whose pregnancies ended in abortion or stillbirth could not be evaluated. CONCLUSIONS Given that antidepressant use and its continuation during pregnancy have become more common, it is important to further disseminate knowledge of the guidelines to healthcare professionals and women of childbearing age, including the promotion of preconception care and shared decision-making.
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Affiliation(s)
- Tomofumi Ishikawa
- Laboratory of Biomolecule and Pathophysiological Chemistry, Graduate School of Pharmaceutical Sciences, Tohoku University, Miyagi, Japan
| | - Takamasa Sakai
- Drug Informatics, Faculty of Pharmacy, Meijo University, Aichi, Japan
| | - Aoi Noda
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Miyagi, Japan; Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan; Department of Pharmaceutical Sciences, Tohoku University Hospital, Miyagi, Japan
| | - Saya Kikuchi
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, Miyagi, Japan
| | - Natsuko Kobayashi
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, Miyagi, Japan
| | - Hiroaki Tomita
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, Miyagi, Japan
| | - Hidekazu Nishigori
- Department of Development and Environmental Medicine, Fukushima Medical Center for Children and Women, Graduate School of Medicine, Fukushima Medical University, Fukushima, Japan
| | - Shinichi Kuriyama
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Miyagi, Japan; Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan; International Research Institute of Disaster Science, Tohoku University, Miyagi, Japan
| | - Nariyasu Mano
- Laboratory of Biomolecule and Pathophysiological Chemistry, Graduate School of Pharmaceutical Sciences, Tohoku University, Miyagi, Japan; Department of Pharmaceutical Sciences, Tohoku University Hospital, Miyagi, Japan
| | - Taku Obara
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Miyagi, Japan; Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Miyagi, Japan; Department of Pharmaceutical Sciences, Tohoku University Hospital, Miyagi, Japan.
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Igarashi A, Yoshida T, Sunaga Y, Nawata H, Arima K. Current Status of Prurigo Nodularis in Japan: A Retrospective Study Using a Health Insurance Claims Database. J Clin Med 2025; 14:1872. [PMID: 40142679 PMCID: PMC11943442 DOI: 10.3390/jcm14061872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 02/26/2025] [Accepted: 02/27/2025] [Indexed: 03/28/2025] Open
Abstract
Background/Objectives: Prurigo nodularis (PN) is associated with considerable disease burden. Limited information exists about the epidemiology, treatment patterns, and impact of PN. This retrospective study used Japanese health insurance claims data to investigate the prevalence and incidence of PN from 2006 to 2021. Methods: A cross-sectional study design was used to estimate prevalence and incidence longitudinally; a cohort design was used to assess comorbidities, treatment patterns, and healthcare resource utilization (HCRU). Results: Over the study period, data from 297,545 to 10,081,414 individuals were available annually; in 2020, 1946 individuals were diagnosed with PN. The prevalence and incidence of PN showed little variation over the study period; in 2021, the prevalence was 41 per 100,000 persons. Although there was a tendency for a higher prevalence of PN in childhood, the prevalence and incidence were similar in other age groups and were slightly higher in females. Inflammatory skin diseases and atopic diathesis were common comorbidities. The most prescribed treatments for adults with PN were topical steroids (78%), oral antihistamines (68%), and moisturizers (54%). Oral steroids, macrolides, and psychotropics were prescribed to >10% of patients. Individuals with PN who also had atopic dermatitis (AD) received higher cumulative doses of stronger potency topical steroids, local steroid injections, and oral steroids than those without concomitant AD. Additionally, HCRU was higher in individuals with AD. Conclusions: Although patients are usually treated according to the guidelines, there is an unmet need for more effective treatments for PN due to the frequent use of intensive and late-line treatments.
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Kawamura C, Bhaskaran K, Konishi T, Sagara Y, Bando H, Shinozaki T, Nojiri S, Adomi M, Wong AY, Tamiya N, Iwagami M. Non-cancer risks among female breast cancer survivors: a matched cohort study in Japan. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2025; 56:101519. [PMID: 40206327 PMCID: PMC11979481 DOI: 10.1016/j.lanwpc.2025.101519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Revised: 01/31/2025] [Accepted: 02/26/2025] [Indexed: 04/11/2025]
Abstract
Background The number of breast cancer (BC) survivors has increased worldwide, but the landscape of their non-cancer disease risks remains unclear, especially among Asian women. Methods In the JMDC claims database, which covers company employees and their family members in Japan, women aged 18-74 years with and without an incident BC were matched in a 1:4 ratio for age and entry timing to the database between January 2005 and December 2019. The risks for six cardiovascular diseases (myocardial infarction, heart failure, atrial fibrillation/flutter, ischaemic stroke, intracranial haemorrhage, and pulmonary embolism) and six non-cardiovascular diseases (major osteoporotic fractures, other fractures, gastrointestinal bleeding, urinary tract infection, infectious pneumonia, and anxiety/depression) were compared between the groups. Findings Comparing 24,017 BC survivors and 96,068 matched women (mean age, 50.5 years, standard deviation, 8.7 years), the incidence rates of heart failure, atrial fibrillation/flutter, and all non-cardiovascular diseases were higher in the BC survivor group. The highest adjusted hazard ratio (HR) was noted for heart failure (3.99 [95% confidence interval 2.58-6.16]), followed by gastrointestinal bleeding (3.55 [3.10-4.06]), and anxiety/depression (3.06 [2.86-3.28]). The HRs in the first year were larger than those for 1-10 years for most outcomes, whereas the HRs for fracture outcomes were larger for 1-10 years. Interpretation BC survivors in Japan showed an increased risk of many non-cancer diseases compared to women without BC. Most risks increased more steeply during the first year following diagnosis, whereas the risk of fractures increased later. Funding Competitive research funding from Pfizer Health Research Foundation in Japan.
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Affiliation(s)
- Chitose Kawamura
- Department of Health Services Research, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
- Department of Breast-Thyroid-Endocrine Surgery, University of Tsukuba Hospital, University of Tsukuba, Ibaraki, Japan
| | - Krishnan Bhaskaran
- Faculty of Epidemiology and Population Health, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Takaaki Konishi
- Department of Breast and Endocrine Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Yasuaki Sagara
- Department of Breast Surgical Oncology, Sagara Hospital, Social Medical Corporation Hakuaikai, Kagoshima, Japan
| | - Hiroko Bando
- Department of Breast and Endocrine Surgery, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Tomohiro Shinozaki
- Department of Information and Computer Technology, Faculty of Engineering, Tokyo University of Science, Tokyo, Japan
| | - Shuko Nojiri
- Clinical Translational Science, Juntendo University School of Medicine Graduate School of Medicine, Tokyo, Japan
- Medical Technology Innovation Center, Juntendo University, Tokyo, Japan
| | - Motohiko Adomi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Angel Y.S. Wong
- Faculty of Epidemiology and Population Health, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Nanako Tamiya
- Department of Health Services Research, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
- Health Services Research and Development Center, University of Tsukuba, Ibaraki, Japan
- Digital Society Division, Center for Cyber Medicine Research, University of Tsukuba, Ibaraki, Japan
| | - Masao Iwagami
- Faculty of Epidemiology and Population Health, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Department of Health Services Research, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
- Health Services Research and Development Center, University of Tsukuba, Ibaraki, Japan
- Digital Society Division, Center for Cyber Medicine Research, University of Tsukuba, Ibaraki, Japan
- Department of Digital Health, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
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Hisamatsu T, Naganuma M, Pinton P, Takeno M. Behçet's disease: incidence, prevalence, and real-word data on the use of biologic agents in Japan. J Gastroenterol 2025; 60:294-305. [PMID: 39643815 PMCID: PMC11880103 DOI: 10.1007/s00535-024-02191-y] [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: 04/03/2024] [Accepted: 11/24/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND Behçet's disease (BD) is an autoinflammatory disease that can affect multiple organs, including the gastrointestinal tract. Conventional management comprises anti-inflammatory drugs such as glucocorticoids (GCs) and/or immunomodulators that alleviate symptoms. The introduction of biological agents that target tumor necrosis factor α (TNF-α) has improved disease management. The goal of this work was to analyze the current prevalence and incidence of total BD and gastrointestinal Behçet's disease (GIBD) in Japan, and examine treatment trends, especially regarding the use of TNF-α inhibitors (TNFαi). METHODS We performed a retrospective descriptive observational study in which BD and GIBD demographic trends, medical treatment patterns, and reported adverse events (AEs) were assessed among patients with data recorded between 2017 and 2021 in the Japan Medical Data Center Claims Database (now JMDC Inc.). RESULTS Prevalence of BD and GIBD in Japan during the observation period increased at an annual rate of + 3% and + 4%, respectively, while incidence decreased by - 5% and - 2%, with a more prominent decline in confirmed GIBD cases (- 15%). Although GCs were the most common initial treatment administered, use of TNFαi for BD and GIBD management increased by + 5.6% and + 8.1%, respectively. Severe AEs (mainly pneumonia and GI-associated AEs) were reported in 40% of patients receiving TNFαi; however, a high retention rate (of up to 80%) was observed 3 years after treatment initiation. CONCLUSION The use of TNFαi for GIBD treatment has increased in Japan in recent years. Additional research is necessary to further evaluate TNFαi effectiveness in GIBD and other BD subtypes.
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Affiliation(s)
- Tadakazu Hisamatsu
- Department of Gastroenterology and Hepatology, Kyorin University School of Medicine, Tokyo, Japan
| | - Makoto Naganuma
- Division of Gastroenterology and Hepatology, Third Department of Internal Medicine, Kansai Medical University, Hirakata, Osaka, Japan
| | - Philippe Pinton
- Clinical and Translational Sciences, Ferring Pharmaceuticals, 2770, Kastrup, Denmark
| | - Mitsuhiro Takeno
- Department of Allergy and Rheumatology, Nippon Medical School Musashi Kosugi Hospital, Kawasaki, Kanagawa, Japan.
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Ohkubo R, Hattori J. Clinical burden of late-onset, clinically significant CMV infection beyond 100 days in allo-HSCT patients after letermovir prophylaxis. Curr Med Res Opin 2025; 41:461-471. [PMID: 40164559 DOI: 10.1080/03007995.2025.2470733] [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: 11/13/2024] [Revised: 02/12/2025] [Accepted: 02/18/2025] [Indexed: 04/02/2025]
Abstract
OBJECTIVE Letermovir (LET) is effective for preventing cytomegalovirus infection (CMVi) and CMV disease in patients after allogeneic hematopoietic stem cell transplantation (allo-HSCT). However, clinically significant (cs)-CMVi can occur after LET cessation. We retrospectively evaluated the clinical burden of late-onset cs-CMVi in patients who had received LET following allo-HSCT in Japan. METHODS The Japan Medical Data Center health insurance claims database was interrogated for adult patients who had received LET ≤100 days after allo-HSCT (May 28, 2018, to December 31, 2022). Cohorts 1 and 2 (primary analyses) comprised cs-CMVi-positive and -negative patients, respectively, followed for ≥180 days after the first cs-CMVi-related claim; Cohorts 3 and 4 (exploratory analysis) included patients meeting Cohort 1 or 2 criteria, respectively, but without follow-up duration limitation. RESULTS Data for 155 patients (Cohort 1, n = 47; Cohort 2, n = 108) were analyzed. cs-CMVi rates were higher in patients at high (n = 72) versus low risk (n = 83) of CMVi (43.4% vs 15.3%; p = 0.0003), with no difference in frequency of CMV disease. In Cohort 1, median time from 100 days post-transplantation to first cs-CMVi was 35.0 days. Rates of hospital admissions were higher in Cohort 1 versus Cohort 2 (p = 0.0061), and mean duration of anti-CMV drug prescription was longer in high- versus low-risk patients (p = 0.0024). New-onset graft-versus-host disease occurred ≥101 days post-transplantation in three patients (all Cohort 1). CONCLUSION This study demonstrates the great burden of late-onset cs-CMVi in patients after allo-HSCT. Extended LET prophylaxis beyond 100 days post-transplant may benefit especially those at high risk of cs-CMVi.
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Affiliation(s)
- Rika Ohkubo
- Medical Affairs, MSD K.K., Chiyoda-ku, Tokyo, Japan
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12
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Masuda S, Fukasawa T, Matsuda S, Yoshida S, Kawakami K. Author response to: OSIN-D-24-01586, "Revisiting the safety of romosozumab in Japan: the need for clear contraindications for patients with cardiovascular risk". Osteoporos Int 2025; 36:565-567. [PMID: 39777490 DOI: 10.1007/s00198-024-07348-2] [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: 12/08/2024] [Accepted: 12/10/2024] [Indexed: 01/11/2025]
Affiliation(s)
- Soichiro Masuda
- Department of Orthopedic Surgery, Kyoto City Hospital, Kyoto, Japan
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Shuichi Matsuda
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Satomi Yoshida
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan.
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13
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Hageman SHJ, Huang Z, Lee H, Kaptoge S, Dorresteijn JAN, Pennells L, Di Angelantonio E, Visseren FLJ, Kim HC, Johar S. Risk prediction of cardiovascular disease in the Asia-Pacific region: the SCORE2 Asia-Pacific model. Eur Heart J 2025; 46:702-715. [PMID: 39217477 PMCID: PMC11842970 DOI: 10.1093/eurheartj/ehae609] [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: 06/28/2024] [Revised: 08/08/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND AND AIMS To improve upon the estimation of 10-year cardiovascular disease (CVD) event risk for individuals without prior CVD or diabetes mellitus in the Asia-Pacific region by systematic recalibration of the SCORE2 risk algorithm. METHODS The sex-specific and competing risk-adjusted SCORE2 algorithms were systematically recalibrated to reflect CVD incidence observed in four Asia-Pacific risk regions, defined according to country-level World Health Organization age- and sex-standardized CVD mortality rates. Using the same approach as applied for the original SCORE2 models, recalibration to each risk region was completed using expected CVD incidence and risk factor distributions from each region. RESULTS Risk region-specific CVD incidence was estimated using CVD mortality and incidence data on 8 405 574 individuals (556 421 CVD events). For external validation, data from 9 560 266 individuals without previous CVD or diabetes were analysed in 13 prospective studies from 12 countries (350 550 incident CVD events). The pooled C-index of the SCORE2 Asia-Pacific algorithms in the external validation datasets was .710 [95% confidence interval (CI) .677-.744]. Cohort-specific C-indices ranged from .605 (95% CI .597-.613) to .840 (95% CI .771-.909). Estimated CVD risk varied several-fold across Asia-Pacific risk regions. For example, the estimated 10-year CVD risk for a 50-year-old non-smoker, with a systolic blood pressure of 140 mmHg, total cholesterol of 5.5 mmol/L, and high-density lipoprotein cholesterol of 1.3 mmol/L, ranged from 7% for men in low-risk countries to 14% for men in very-high-risk countries, and from 3% for women in low-risk countries to 13% for women in very-high-risk countries. CONCLUSIONS The SCORE2 Asia-Pacific algorithms have been calibrated to estimate 10-year risk of CVD for apparently healthy people in Asia and Oceania, thereby enhancing the identification of individuals at higher risk of developing CVD across the Asia-Pacific region.
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Affiliation(s)
- Steven H J Hageman
- Department of Vascular Medicine, University Medical Center Utrecht, PO Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Zijuan Huang
- Cardiology, National Heart Centre Singapore, Singapore
| | - Hokyou Lee
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, South Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, South Korea
| | - Stephen Kaptoge
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Jannick A N Dorresteijn
- Department of Vascular Medicine, University Medical Center Utrecht, PO Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Lisa Pennells
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Emanuele Di Angelantonio
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Frank L J Visseren
- Department of Vascular Medicine, University Medical Center Utrecht, PO Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Hyeon Chang Kim
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, South Korea
- Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, South Korea
| | - Sofian Johar
- PAPRSB Institute of Health Sciences, Universiti Brunei Darussalam, Jalan Tungku Link, Gadong BE1410, Brunei Darussalam
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Seki T, Kawazoe Y, Takiguchi T, Akagi Y, Ito H, Kubota K, Miyake K, Okada M, Ohe K. Sex Differences in Post-Noncardiac Surgery Risks Assessed Using the Revised Cardiac Risk Index - A Nationwide Retrospective Cohort Study. Circ J 2025:CJ-24-0846. [PMID: 39956581 DOI: 10.1253/circj.cj-24-0846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/18/2025]
Abstract
BACKGROUND The Revised Cardiac Risk Index (RCRI) has been incorporated into preoperative assessment guidelines and is used for simple preoperative screening; however, validation studies within large populations are limited. Moreover, although sex differences in perioperative risk are recognized, their effect on the performance of the RCRI remains unclear. Therefore, in this study we evaluated whether sex differences exist in the risks within the strata classified by the RCRI. METHODS AND RESULTS The Japan Medical Data Center database based on claim and health examination data in Japan between January 2005 and April 2021 was used. A total of 161,359 noncardiac surgeries performed during hospitalization were analyzed. The main outcome was the 30-day risk of major adverse cardiovascular events. Although there was no significant sex difference among those with an RCRI ≥1, males had a significant hazard rate (1.32 [95% confidence interval, 1.03-1.68]) of postoperative events in the low-risk group with an RCRI of 0. However, this significant difference was not detected in the population excluding those who underwent breast and gynecological surgeries. CONCLUSIONS The RCRI achieved reasonable risk stratification in validation using Japanese real-world data regardless of sex. Although further detailed analysis is necessary to determine the sex differences, the validity of using the RCRI for screening purposes is supported at this stage.
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Affiliation(s)
- Tomohisa Seki
- Department of Healthcare Information Management, The University of Tokyo Hospital
| | - Yoshimasa Kawazoe
- Department of Healthcare Information Management, The University of Tokyo Hospital
- Artificial Intelligence and Digital Twin in Healthcare, Graduate School of Medicine, The University of Tokyo
| | - Toru Takiguchi
- Department of Healthcare Information Management, The University of Tokyo Hospital
| | - Yu Akagi
- Department of Biomedical Informatics, Graduate School of Medicine, The University of Tokyo
| | - Hiromasa Ito
- Department of Healthcare Information Management, The University of Tokyo Hospital
| | - Kazumi Kubota
- Department of Healthcare Information Management, The University of Tokyo Hospital
| | - Kana Miyake
- Department of Healthcare Information Management, The University of Tokyo Hospital
| | - Masafumi Okada
- Department of Healthcare Information Management, The University of Tokyo Hospital
| | - Kazuhiko Ohe
- Department of Healthcare Information Management, The University of Tokyo Hospital
- Department of Biomedical Informatics, Graduate School of Medicine, The University of Tokyo
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15
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Sugaya H, Otaka Y, Shiotsuki Y, Seno A. Real-world clinical and economic impacts of delayed rotator cuff repair surgery in Japan: analysis of a large claims database. JSES REVIEWS, REPORTS, AND TECHNIQUES 2025; 5:30-39. [PMID: 39872333 PMCID: PMC11764658 DOI: 10.1016/j.xrrt.2024.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/30/2025]
Abstract
Background In patients with rotator cuff tears (RCTs), there is a lack of evidence regarding the impact of the timeliness of rotator cuff repair (RCR) surgery on treatment outcomes and overall healthcare burden. This study aimed to understand the impact of early vs. delayed RCR on real-world healthcare costs and resource use (HCRU) in Japan. Methods This study utilized JMDC health insurance claims data from January 2012 to February 2021. Patients aged ≥18 years were included if they had ≥1 inpatient or ≥2 nondiagnostic outpatient claims (≥1 month apart) for RCT (diagnosis codes S460/S468), had RCR (procedure codes K080-X) within 12 months postindex, and had 12 months post-RCR continuous enrollment. Index month was defined upon the first RCT claim, and surgery month was defined upon the first RCR. Patients were categorized as having had early (≤1 month postindex) or delayed (2-12 months postindex) RCR. RCT-related HCRU were reported for the 12-month postindex or postsurgery periods. Results Of 1243 RCR patients, 68.9% were male and the mean (standard deviation [SD]) age was 55.3 (8.9) years. Of 46.3% patients with an initial diagnosis of tendinosis, their RCT was diagnosed for only a mean (SD) of 5.7 (4.0) months later. The mean (SD) time from index to first RCR was 2.4 (2.3) months; 518 (41.7%) patients had early RCR. The mean total RCT-related healthcare costs were higher for patients with delayed vs. early RCR (P < .05 for both postindex and surgery). The mean (SD) postsurgery inpatient costs were higher for delayed vs. early RCR (¥1,260,066 vs. ¥1,119,381; P < .05), possibly partly driven by longer hospital stays among delayed RCR patients. Patients with delayed RCR had a higher mean number of physical therapy visits compared with early RCR, especially postsurgery (42.6 vs. 38.4; P < .05); physical therapy costs were significantly higher for delayed RCR patients, compared with early RCR, for both postindex or postsurgery periods (P < .05). During the postindex period, higher proportions of delayed vs. early RCR patients received opioids (22.1% vs. 16.2%; P < .05), nonopioid pain medications (77.7% vs. 69.5%; P < .05), cortisone injections (47.2% vs. 33.8%; P < .05), and oral cortisone (4.8% vs. 1.4%; P < .05). The mean outpatient pharmacy prescription costs were significantly higher for delayed vs. early RCR for both the postindex and postsurgery periods (both P < .05). Conclusions Long delays in the diagnosis or treatment of RCT in Japan may lead to higher burdens of healthcare. Patients with delayed RCR may require more prescription medications and/or PT before and after surgery. Improving the timeliness of RCT treatment could therefore reduce overall HCRU.
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Affiliation(s)
| | | | | | - Akie Seno
- Smith & Nephew, Asia Pacific, Singapore, Singapore
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Yamasaki D, Ito S, Ochiai N, Yamaguchi T, Suzuki K, Tanabe M. Impact of long-term macrolide therapy on the evaluation indicator of outpatient oral antimicrobial use according to the AWaRe classification. J Infect Chemother 2025; 31:102491. [PMID: 39122182 DOI: 10.1016/j.jiac.2024.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 07/21/2024] [Accepted: 08/05/2024] [Indexed: 08/12/2024]
Abstract
The WHO recently proposed a new indicator for judging the appropriateness of antimicrobial selection according to the AWaRe classification. Although macrolides are often administered for long-term macrolide therapy, the impact of this therapy on the indicator remains unclear. This study examined the impact of this therapy on the indicator for outpatient oral antimicrobial use. Using the JMDC claims database, outpatients who were prescribed an oral antimicrobial at least once between January and December 2022 (n = 2.66 million) were included in the study. The ratio of patient numbers and antimicrobial usage (AMU) were calculated based on age group (<15, 15-64, and ≥65 years) and prescription days (1-15, 16-30, 31-60, 61-90, and ≥91 days), and AMU of each drug was corrected for defined daily doses and classified according to the AWaRe. Patients with chronic airway disease for whom macrolides were prescribed for 91 days and more were defined as long-term macrolide therapy. Macrolides accounted for more than 30 % of total oral AMU in all age groups. In the elderly, 11.2 % of patients were prescribed macrolides for 91 days or more, accounting for 66.4 % of macrolide use. With regard to diseases that were associated with macrolide prescriptions, the percentage of patients prescribed for chronic airway diseases increased as the number of days of prescription increased. These results suggest that the impact of long-term macrolide therapy should be considered when assessing the appropriateness of outpatient oral AMU according to the AWaRe classification.
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Affiliation(s)
- Daisuke Yamasaki
- Department of Infection Control and Prevention, Mie University Hospital, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.
| | - Shiho Ito
- Department of Clinical Laboratory, Mie University Hospital, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.
| | - Natsuki Ochiai
- Department of Infection Control and Prevention, Mie University Hospital, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.
| | - Takanori Yamaguchi
- Department of Infectious Disease, Mie University Hospital, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.
| | - Kei Suzuki
- Department of Infectious Disease, Mie University Hospital, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.
| | - Masaki Tanabe
- Department of Infection Control and Prevention, Mie University Hospital, 2-174 Edobashi, Tsu, Mie 514-8507, Japan; Department of Infection Control and Infectious Disease Crisis Management, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie 514-8507, Japan.
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17
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Miyazato K, Ohtsu H, Shimomura A, Yonemoto N, Shimizu C, Sase K, Ueda S. Impact of adjuvant trastuzumab therapy and its discontinuation on cardiac function and mortality in patients with early-stage breast cancer: An analysis based on the Japanese Receipt Claim Database. Breast 2025; 79:103871. [PMID: 39754790 PMCID: PMC11755018 DOI: 10.1016/j.breast.2024.103871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 12/24/2024] [Accepted: 12/30/2024] [Indexed: 01/06/2025] Open
Abstract
Standard trastuzumab therapy can reduce the risk of early recurrence of HER2-positive breast cancer. However, trastuzumab-induced cardiac dysfunction may force the discontinuation of adjuvant trastuzumab therapy. Incidentally, there are still unclear whether or not trastuzumab treatment should be continued in the setting of reduced cardiac function. We aimed to investigate the association between trastuzumab discontinuation, the development of cardiac dysfunction during trastuzumab treatment, and all-cause mortality using the JMDC as the Japanese claims database. Between 2010 and 2019, 1779 women with early-stage breast cancer underwent surgery with adjuvant trastuzumab therapy (TZ). A 1:1 propensity score (PS) matching was conducted for patients who completed or discontinued TZ. The rates of cancer therapy-related-cardiovascular toxicity (CTR-CVT) and mortality in the TZ completion and discontinuation groups were compared. After PS matching, the TZ completion group (CMP_PSM: n = 83) and discontinuation group (INT_PSM: n = 83) were included in the study. TZ was administered for 12 and 5 months in CMP_PSM and INT_PSM, respectively. The cumulative incidence of CTR-CVT was significantly higher in CMP_PSM than INT_PSM (log-rank test, P = .0096). The mortality rate was significantly higher in INT_PSM than in CMP_PSM. The all-cause mortality in INT_PSM tended to increase at a constant rate after treatment, even after discontinuation. Our findings suggest that discontinuation of trastuzumab treatment worsens patient prognosis due to insufficient treatment of breast cancer rather than due to the cardiovascular toxicity of the drug.
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Affiliation(s)
- Keiko Miyazato
- Department of Clinical Research and Management, Graduate School of Medicine, University of Ryukyus, Japan; Department of Breast Surgery, Urasoe General Hospital, Japan
| | - Hiroshi Ohtsu
- Faculty of Health Data Science, Juntendo University, Japan; Clinical Pharmacology and Regulatory Science, Graduate School of Medicine, Juntendo University, Japan; Institute for Medical Regulatory Science, Organization for University Research Initiatives, Waseda University, Japan
| | - Akihiko Shimomura
- Department of Breast and Medical Oncology, National Center for Global Health and Medicine, Japan
| | - Naohiro Yonemoto
- Department of Public Health, Graduate School of Medicine, Juntendo University, Japan; Department of Biostatistics, Faculty of Medicine, University of Toyama, Japan
| | - Chikako Shimizu
- Department of Breast and Medical Oncology, National Center for Global Health and Medicine, Japan
| | - Kazuhiro Sase
- Clinical Pharmacology and Regulatory Science, Graduate School of Medicine, Juntendo University, Japan; Institute for Medical Regulatory Science, Organization for University Research Initiatives, Waseda University, Japan
| | - Shinichiro Ueda
- Department of Clinical Research and Management, Graduate School of Medicine, University of Ryukyus, Japan; Department of Clinical Pharmacology, Faculty of Medicine, University of the Ryukyus, Japan.
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Shimazaki S, Fukasawa T, Kondo T, Takeuchi M, Okura T, Takahashi R, Kawakami K. Comparative effectiveness, persistence, and adherence of dimethyl fumarate and fingolimod in patients with multiple sclerosis in Japan: A cohort study. Mult Scler Relat Disord 2025; 94:106306. [PMID: 39892176 DOI: 10.1016/j.msard.2025.106306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 11/25/2024] [Accepted: 01/29/2025] [Indexed: 02/03/2025]
Abstract
BACKGROUND Several oral disease-modifying drugs (DMDs) for multiple sclerosis (MS) are available but only two - dimethyl fumarate (DMF) and fingolimod (FTY) - are approved for relapsing-remitting MS in Japan. Although the efficacy of DMDs might be affected by differences in genetic and environmental factors, no study has compared the effectiveness, treatment persistence, and adherence of DMF and FTY in Asians. Here, we assessed relapse rates, persistence, and adherence of DMF and FTY in a Japanese real-world setting. METHODS A cohort study was conducted using a large Japanese claims database. We included MS patients aged ≥18 years who initiated DMF or FTY between February 22, 2017 (the launch of DMF in Japan), and February 29, 2020. The primary effectiveness outcome was MS relapse, defined as treatment with intravenous methylprednisolone at a dosage of ≥250 mg/day for at least 3 consecutive days. Annualized relapse rates (ARRs) and ARR ratios for DMF and FTY groups were estimated using a Poisson regression model. Secondary outcomes included persistence and adherence. Persistence was evaluated using Kaplan-Meier survival analysis and a Cox proportional hazards model. Adherence was assessed by the proportion of days covered (PDC) at 30, 60, 90, 180, and 365 days. Propensity score overlap weighting was used to adjust for baseline covariates between groups. RESULTS 143 patients in the DMF group (mean age 41.45 years, 59 males, mean number of MS relapses at baseline: 0.54) and 36 in the FTY group (mean age 39.89 years, 18 males, mean number of MS relapses at baseline: 0.56) met the eligibility criteria. After overlap weighting, covariates were well balanced. The ARR was 0.05 (95 % confidence interval, 0.02-0.16) in the DMF group and 0.15 (0.05-0.45) in the FTY group, with a ratio of 0.34 (0.07-1.63). The 1-year persistence was 0.84 (0.74-0.95) for the DMF group and 0.53 (0.37-0.78) for the FTY group, resulting in a hazard ratio of 0.28 (0.11-0.70). Median PDC for the DMF group was 0.90 (interquartile range, 0.77-1.00) at 30 days, which improved over time as treatment duration increased to reach 0.98 (0.94-0.98) at 365 days. In contrast, median PDC for the FTY group remained constant at 0.98-1.00 across all time points. CONCLUSION The effectiveness, as measured by ARRs, was comparable between the DMF and FTY groups, although a small but clinically significant difference may not have been detected in this study. Persistence was higher in the DMF group than in the FTY group. Adherence was high for both drugs, but some patients treated with DMF had low adherence early in treatment.
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Affiliation(s)
- Sho Shimazaki
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan; Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Takayuki Kondo
- Department of Neurology, Kansai Medical University Medical Center, Osaka, Japan
| | - Masato Takeuchi
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Takayuki Okura
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Ryosuke Takahashi
- Department of Neurology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan.
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Nagano M, Hyokai S, Togo K, Mugwagwa T, Yuasa A. Impact of patient's financial burden of COVID-19 treatment on antiviral prescription rates and clinical and economic outcomes. Expert Rev Pharmacoecon Outcomes Res 2025; 25:215-225. [PMID: 39348720 DOI: 10.1080/14737167.2024.2410963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Revised: 09/13/2024] [Accepted: 09/25/2024] [Indexed: 10/02/2024]
Abstract
BACKGROUND In Japan, medical expenses for COVID-19 treatment transitioned from full public funding support to out-of-pocket (OOP) payment by patients plus partial public support in October 2023, and public support fully ended in March 2024. This study evaluated the clinical and economic impacts of initiating OOP payments. RESEARCH DESIGN AND METHODS To assess the impact on prescription rates, we compared the prescription rates of antivirals from the 4-month pre- to post-OOP payment initiation period using a claims database. Subsequently, a budget impact model assessed the impacts of a hypothetical decline in the prescription rates on COVID-19-related hospitalizations, deaths, and direct medical costs for antiviral prescription and hospitalization. RESULTS The antiviral prescription rate per 100 patients decreased from 17.5 for the pre-OOP payment initiation period to 11.5 for the post-OOP payment initiation period, that is, a change of - 34.3%. With prescription rate decreases of 40%, 60%, and 80%, the hospitalizations would increase annually by 22,533 (3.3%), 33800 (5.0%), and 45,066 (6.6%), respectively. The total costs would increase by JPY9.5 billion (USD67.3 million; 0.7%), JPY14.3 billion (USD100.9 million; 1.0%), and JPY19.0 billion (USD134.5 million; 1.3%), respectively. CONCLUSIONS Higher OOP payment decreased the antiviral prescription rate, potentially leading to clinical and economic loss.
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Affiliation(s)
| | | | - Kanae Togo
- Japan Access & Value, Pfizer Japan Inc., Tokyo, Japan
| | | | - Akira Yuasa
- Japan Access & Value, Pfizer Japan Inc., Tokyo, Japan
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20
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Masuda S, Fukasawa T, Fujibayashi S, Otsuki B, Murata K, Shimizu T, Matsuda S, Kawakami K. Comparison of reoperation incidence after fusion versus decompression for lumbar degenerative disease: A propensity score-weighted study. ANNALS OF CLINICAL EPIDEMIOLOGY 2025; 7:1-9. [PMID: 39926271 PMCID: PMC11799856 DOI: 10.37737/ace.25001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 07/22/2024] [Indexed: 02/11/2025]
Abstract
BACKGROUND Reoperation after lumbar spine surgery is a major issue for both patients and physicians. It is uncertain whether fusion is superior to decompression alone for lumbar degenerative disease regarding reoperation rate. We aim to evaluate the reoperation rate after fusion surgery for lumbar degenerative disease compared with decompression alone. METHODS This study was conducted under a retrospective cohort design in patients undergoing fusion or decompression alone in one or two levels for lumbar degenerative disease using a Japanese claims-based database. Primary outcome was reoperation incidence during the follow-up period, and secondary outcome was reoperation incidence within 90 days postoperatively. Confounding factors were handled using propensity score overlap weighting. Cumulative incidence of reoperation was calculated from the Kaplan-Meier curve and hazard ratios (HRs) and 95% confidence intervals (CIs) for reoperation were estimated using Cox proportional hazards regression models. RESULTS 8497 patients (2051 patients in the fusion group and 6446 in the decompression alone group) were included in the study. There was no difference in reoperation rate between fusion and decompression alone (weighted HR 0.85 [95% CI 0.69 to 1.04]; p = 0.11). CONCLUSIONS Among patients with lumbar degenerative disease who underwent fusion or decompression alone, no significant difference was observed between the two groups.
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Affiliation(s)
- Soichiro Masuda
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Shunsuke Fujibayashi
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Bungo Otsuki
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Koichi Murata
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Takayoshi Shimizu
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shuichi Matsuda
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
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Fukasawa T, Matsumoto K, Sasaki K, Nakagami Y, Goto Y, Sakamoto Y, Washimi Y, Tanaka-Mizuno S, Yoshida S, Mizuno K, Kamada Y, Ishii M, Kawakami K. Initiation of Psychotropic Drugs in Spouses of Patients With Early-Onset Alzheimer's Disease: A Matched Cohort Study. Int J Geriatr Psychiatry 2025; 40:e70041. [PMID: 39754353 DOI: 10.1002/gps.70041] [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: 08/22/2024] [Revised: 12/13/2024] [Accepted: 12/28/2024] [Indexed: 01/06/2025]
Abstract
OBJECTIVES The diagnosis of early-onset Alzheimer's disease (EOAD) can cause emotional stress not only to the patients themselves but also to their spouses. This study aimed to evaluate the risk of psychiatric disorders in spouses of EOAD patients, using psychotropic drug initiation as a surrogate indicator. METHODS A cohort study was conducted using a Japanese claims database, with spouses of EOAD patients (exposed spouses) matched with spouses of non-EOAD individuals (reference spouses) up to a 1:10 ratio. Primary outcome was the initiation of mood disorder drugs, and secondary outcomes were the initiation of drugs for anxiety disorders, sleep disorders, and schizophrenia spectrum disorders. Four study cohorts were created according to each outcome analysis. Multivariable Cox regression models were used to estimate adjusted hazard ratios (aHRs) and their 95% confidence intervals (CIs) for study outcomes. RESULTS The analysis of mood disorder drugs included 395 exposed spouses and 3711 reference spouses. The proportion of patients excluded from the analysis due to prescription of mood disorder drugs during the baseline period was 4.3% higher among exposed spouses than reference spouses. There was no major difference between groups with respect to mood disorder drug initiation after 1 year (aHR, 2.08 [95% CI, 0.61 to 7.13]). In subgroup analysis of females and dependents, exposed spouses showed a higher rate of initiation (females: aHR, 6.39 [95% CI, 1.24 to 32.80]; dependents: aHR, 6.47 [95% CI, 1.25 to 33.55]). No substantial differences in secondary outcomes were observed in any comparison. CONCLUSIONS This study does not conclusively demonstrate an increase in mood disorder drug initiation among spouses of EOAD patients overall; however, initiation rates may be higher among female or dependent spouses. Our findings also suggest that exposed spouses experience significant psychological stress prior to their partners' EOAD diagnoses.
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Affiliation(s)
- Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Kota Matsumoto
- Clinical Planning and Development Department, Medical Headquarters, Eisai Co., Ltd., Tokyo, Japan
| | - Kotaro Sasaki
- Human Biology Integration Foundation, Deep Human Biology Learning, Eisai Co., Ltd., Tokyo, Japan
| | - Yukako Nakagami
- Agency for Student Support and Disability Resources, Kyoto University, Kyoto, Japan
| | - Yuta Goto
- Clinical Planning and Development Department, Medical Headquarters, Eisai Co., Ltd., Tokyo, Japan
| | - Yusuke Sakamoto
- Clinical Planning and Development Department, Medical Headquarters, Eisai Co., Ltd., Tokyo, Japan
| | - Yukihiko Washimi
- Obu Center for Dementia Care Research and Practices, Aichi, Japan
| | - Sachiko Tanaka-Mizuno
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Laboratory of Epidemiology and Prevention, Kobe Pharmaceutical University, Kobe, Japan
| | - Satomi Yoshida
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Clinical Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Kayoko Mizuno
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Yuta Kamada
- Global Alzheimer's Disease Office, Eisai Co., Ltd., Tokyo, Japan
| | - Mika Ishii
- Clinical Planning and Development Department, Medical Headquarters, Eisai Co., Ltd., Tokyo, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
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Sonohata M, Kitamura M, Hashimoto A, Morioka Y. Prescription Pattern of Laxatives for Opioid-Induced Constipation in Japanese Patients With Chronic Non-cancer Pain: A Retrospective Cohort Study of a Health Insurance Claims Database. Cureus 2025; 17:e78212. [PMID: 40027044 PMCID: PMC11871374 DOI: 10.7759/cureus.78212] [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] [Accepted: 01/29/2025] [Indexed: 03/05/2025] Open
Abstract
Introduction Opioid-induced constipation (OIC) is the most common side effect of opioids. Weak opioids are often prescribed for non-cancer chronic pain in Japan; however, data on laxative use are scarce. We evaluated the real-world prescription patterns of laxatives for OIC in patients administered weak opioids for non-cancer pain in Japan. Methods In this retrospective cohort study, we extracted data from a Japanese health insurance claims database for patients with chronic non-cancer pain (lower back pain, joint pain, and neuropathic pain) who were continuously prescribed weak opioids for ≥1 month after initiating weak opioids between 2017 and 2022. Results Of 425,556 patients prescribed weak opioids, 42,514 patients (mean age: 50.1 years) were included. Most were prescribed ≤150 mg tramadol equivalent/day, and 21,405 (50.3%) were on weak opioids for lower back pain. The proportion of laxatives prescribed on the first day of weak opioid prescription was 6.7%; the cumulative prescription rate during the 12‑week follow-up was 13.6%. The most common laxatives during the first week were magnesium oxide (2,320 (66.6%)), sennoside (484 (13.9%)), and naldemedine (301 (8.6%)); at 12 weeks, these proportions were 55.2%, 13.1%, and 13.8%, respectively. The amount of weak opioids prescribed to patients without laxatives was lower than the standard dosage and was also lower than the amount prescribed to patients with laxatives. Conclusions This study showed that the actual prescription patterns of laxatives after initiating weak opioids in patients with chronic non-cancer pain were variable, depending on the duration after initiating weak opioids. The association between laxative use and weak opioid dosage indicates that OIC management may have a potential impact on pain management.
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Affiliation(s)
- Motoki Sonohata
- Japan Community Healthcare Organization, Saga Central Hospital, Saga, JPN
| | | | - Akira Hashimoto
- Japan Community Healthcare Organization, Saga Central Hospital, Saga, JPN
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23
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Shiroshita A, Kataoka Y, Wang Q, Kajita N, Anan K, Yajima N. Pollen as a mediator between environmental greenness during pregnancy and infancy periods and childhood persistent asthma: A nationwide retrospective birth cohort study in Japan. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 363:125039. [PMID: 39368624 DOI: 10.1016/j.envpol.2024.125039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 08/27/2024] [Accepted: 09/26/2024] [Indexed: 10/07/2024]
Abstract
The association between environmental greenness and childhood asthma remains unclear. Pollen has been proposed as a potential mechanism of detrimental associations. This study aimed to elucidate the mechanisms underlying the association between environmental greenness during the pre-, peri-, and postnatal periods and childhood persistent asthma. A nationwide retrospective birth cohort study was conducted using data from the Japan Medical Data Center (JMDC). Child-mother dyads between January 2010 and January 2017 were identified, and four subcohorts were developed based on the timing of exposure to the highest greenness season. The exposure of interest was environmental greenness levels between June and September, quantified using the normalized difference vegetation index (NDVI). The primary outcome was persistent asthma in children aged 4-5 years. Causal mediation analysis was conducted to evaluate pollen as a mediator between NDVI and asthma. In these analyses, linear and modified Poisson regression models were used to evaluate the association of NDVI with pollen levels and childhood persistent asthma. The analyses were stratified by metropolitan and non-metropolitan areas. Clinically meaningful confounders and predictors of asthma were adjusted in the statistical models. A total of 100,273 child-mother dyads were included in the entire cohort, with 24.1% of the children having persistent asthma at the ages of 4-5 years. Higher environmental greenness was associated with higher pollen levels. The modified Poisson regression models showed higher environmental greenness was associated with a slightly higher risk of persistent childhood asthma. In metropolitan areas, significant detrimental natural direct effects of NDVI were observed; however, the natural indirect effects were uncertain. A large part of the association between environmental greenness and childhood persistent asthma in metropolitan areas was attributed to mechanisms other than those involving pollen. The associations in non-metropolitan areas remain uncertain. Further studies are required to elucidate the underlying mechanisms.
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Affiliation(s)
- Akihiro Shiroshita
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, Japan; Scientific Research Works Peer Support Group (SRWS-PSG), Osaka, Japan; Division of Epidemiology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, USA.
| | - Yuki Kataoka
- Scientific Research Works Peer Support Group (SRWS-PSG), Osaka, Japan; Department of Internal Medicine, Kyoto Min-iren Asukai Hospital, Kyoto, Japan; Section of Clinical Epidemiology, Department of Community Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan; Department of Healthcare Epidemiology, Kyoto University Graduate School of Medicine / School of Public Health, Kyoto, Japan
| | - Qianzhi Wang
- Psychosomatic Medicine, St Luke's International Hospital, Tokyo, Japan
| | - Naoki Kajita
- Department of Allergy, Tokyo Metropolitan Children's Medical Center, Tokyo, Japan
| | - Keisuke Anan
- Scientific Research Works Peer Support Group (SRWS-PSG), Osaka, Japan; Division of Respiratory Medicine, Saiseikai Kumamoto Hospital, Kumamoto, Japan
| | - Nobuyuki Yajima
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, Japan
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Ishikawa T, Sakai T, Iwama N, Obara R, Morishita K, Adomi M, Noda A, Ishikuro M, Kikuchi S, Kobayashi N, Tomita H, Saito M, Nishigori H, Kuriyama S, Mano N, Obara T. Association between exposure to atypical antipsychotics during pregnancy and risk of miscarriage. Acta Psychiatr Scand 2024; 150:562-572. [PMID: 39234854 DOI: 10.1111/acps.13755] [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: 05/28/2024] [Revised: 08/10/2024] [Accepted: 08/25/2024] [Indexed: 09/06/2024]
Abstract
OBJECTIVE To evaluate the association between exposure to atypical antipsychotics during pregnancy and risk of miscarriage. MATERIAL AND METHODS This nested case-control study used a large Japanese administrative database. Pregnancy onset and outcomes were estimated using previously reported algorithms, classifying cases as women becoming pregnant between 2013 and 2022 and ending in a miscarriage. Controls were randomly selected from the entire pregnancy cohort by risk-set sampling with replacement and were individually matched to the cases (3:1). The association between exposure to atypical antipsychotics and risk of miscarriage was assessed using conditional logistic regression adjusted for confounders. The association between benzodiazepine exposure and the risk of miscarriage was assessed as a positive control. RESULTS In the cohort, 44,118 patients were matched with 132,317 controls. The mean ages (standard deviations) of the case and control groups were 33.3 (5.7) and 33.2 (5.5) years, respectively. The prevalence of atypical antipsychotics was 0.5% in both groups. Aripiprazole is an individual antipsychotic with the highest prescription prevalence. The adjusted odds ratios (aOR) for miscarriage were 0.966 (95% confidence interval [CI], 0.796-1.173) for atypical antipsychotics and 0.998 (0.784-1.269) for aripiprazole. A higher aOR (1.431, 95% CI 1.303-1.573) suggested an association with benzodiazepines. A sensitivity analysis that limited the population to women diagnosed with schizophrenia alone did not suggest an association between atypical antipsychotics and the risk of miscarriage. CONCLUSIONS The results of this study do not suggest an association between exposure to atypical antipsychotics during pregnancy and the risk of miscarriage.
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Affiliation(s)
- Tomofumi Ishikawa
- Laboratory of Biomolecule and Pathophysiological Chemistry, Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai, Japan
| | - Takamasa Sakai
- Drug Informatics, Faculty of Pharmacy, Meijo University, Nagoya, Japan
| | - Noriyuki Iwama
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Tohoku University, Sendai, Japan
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Ryo Obara
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Kei Morishita
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Motohiko Adomi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Aoi Noda
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Sendai, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan
| | - Mami Ishikuro
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Sendai, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
| | - Saya Kikuchi
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Natsuko Kobayashi
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Hiroaki Tomita
- Department of Psychiatry, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Masatoshi Saito
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Tohoku University, Sendai, Japan
| | - Hidekazu Nishigori
- Department of Development and Environmental Medicine, Fukushima Medical Center for Children and Women, Graduate School of Medicine, Fukushima Medical University, Fukushima, Japan
| | - Shinichi Kuriyama
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Sendai, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- International Research Institute of Disaster Science, Tohoku University, Sendai, Japan
| | - Nariyasu Mano
- Laboratory of Biomolecule and Pathophysiological Chemistry, Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai, Japan
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan
| | - Taku Obara
- Division of Molecular Epidemiology, Graduate School of Medicine, Tohoku University, Sendai, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan
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25
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Suzuki Y, Iwagami M, Shimizu S, Goto A. Effects of incentivising dialysis facilities on peripheral arterial disease care in patients undergoing haemodialysis: a claims-based cohort study. Clin Kidney J 2024; 17:sfae342. [PMID: 39698374 PMCID: PMC11653004 DOI: 10.1093/ckj/sfae342] [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] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Indexed: 12/20/2024] Open
Abstract
Background Peripheral arterial disease (PAD) occurs frequently in patients undergoing dialysis, but early intervention for PAD may not be fully implemented. We evaluated the effects of financially incentivising dialysis facilities that provided early detection and management of PAD on outcomes of PAD care. Methods This retrospective cohort study identified patients aged 18-74 years who received maintenance haemodialysis between April 2016 and March 2021 from the JMDC Claims Database. The (time-dependent) exposure was claim for incentives for early detection and management of PAD. The outcomes were PAD screening tests (process indicator) and infections, revascularisation procedures, and amputations in the lower extremities (outcome indicators). We used Poisson regression models with generalised estimation equations for the number of screening tests and Cox proportional hazards models for the first incidence of the outcome indicator. Results Overall, 5850 patients on haemodialysis were identified: 5183 and 667 with and without claims for the incentive, respectively; the numbers of screening tests were 9070 and 776, respectively (adjusted ratio of the frequency, 1.89 [95% confidence interval 1.70-2.10]). Among patients with and without claims for the incentive, infections occurred in 479 and 109 (adjusted hazard ratio [HR], 0.99 [0.80-1.23]), revascularisations were performed in 192 and 29 (adjusted HR, 1.11 [0.75-1.66]), and amputations were conducted in 72 and 9 patients, respectively (adjusted HR, 1.35 [0.66-2.75]). Conclusion The financial incentive for early detection and management of PAD was associated with a higher frequency of PAD screening tests, but not with improved outcome indicators.
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Affiliation(s)
- Yasunori Suzuki
- Department of Health Data Science, Graduate School of Data Science, Yokohama City University, Yokohama, Japan
| | - Masao Iwagami
- Department of Health Services Research, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Sayuri Shimizu
- Department of Health Data Science, Graduate School of Data Science, Yokohama City University, Yokohama, Japan
| | - Atsushi Goto
- Department of Health Data Science, Graduate School of Data Science, Yokohama City University, Yokohama, Japan
- Department of Public Health, School of Medicine, Yokohama City University, Yokohama, Japan
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26
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Iwagami M, Odani K, Saito T. Estimating and Predicting the Rate of Kidney Function Decline over 10 Years in the General Population. KIDNEY360 2024; 5:1862-1870. [PMID: 39451006 DOI: 10.34067/kid.0000000608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 09/30/2024] [Indexed: 10/26/2024]
Abstract
Key Points
This study estimated the kidney function decline rate over 10 years in the general population.We also developed a machine learning prediction model based on annual health checkup results and claims for the first 5 years.Prediction models for kidney function decline would be useful for stratifying the general population and identifying rapid decliners.
Background
We aimed to estimate the rate of kidney function decline over 10 years in the general population and develop a machine learning model to predict it.
Methods
We used the JMDC database from 2012 to 2021, which includes company employees and their family members in Japan, where annual health checks are mandated for people aged 40–74 years. We estimated the slope (average change) of eGFR over a period of 10 years. Then, using the annual health-check results and prescription claims for the first 5 years from 2012 to 2016 as predictor variables, we developed an XGBoost model, evaluated its prediction performance with the root mean squared error (RMSE), R2, and area under the receiver operating characteristic curve (AUROC) for rapid decliners (defined as the slope <−3 ml/min per 1.73 m2 per year) using five-fold cross validation, and compared these indicators with those of (1) the simple application of the eGFR slope from 2012 to 2016 and (2) the adjusted linear regression model.
Results
We included 126,424 adults (mean age, 45.2 years; male, 82.4%; mean eGFR, 79.0 ml/min per 1.73 m2 in 2016). The mean slope was −0.89 (SD, 0.96) ml/min per 1.73 m2 per year. The predictive performance of the XGBoost model (RMSE, 0.78; R2, 0.35; and AUROC, 0.89) was better than that of either the simple application of the eGFR slope from 2012 to 2016 (RMSE, 1.94; R2, −3.03; and AUROC, 0.79) or the adjusted linear regression model (RMSE, 0.81; R2, 0.30; and AUROC, 0.87).
Conclusions
We estimated the rate of kidney function decline over 10 years in the general population, as well as demonstrated that application of machine learning to annual health-check and claims data, provides better predictive performance compared with traditional methods.
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Affiliation(s)
- Masao Iwagami
- Department of Health Services Research, Institute of Medicine, University of Tsukuba, Ibaraki, Japan
- Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- International Institute for Integrative Sleep Medicine (IIIS), University of Tsukuba, Ibaraki, Japan
- Digital Society Division, Center for Cyber Medicine Research, University of Tsukuba, Ibaraki, Japan
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Yachida J, Fujihara K, Harada Yamada M, Kobayashi A, Khin LM, Takizawa H, Yamamoto M, Kitazawa M, Matsubayashi Y, Yamada T, Kodama S, Sone H. Coronary artery disease risk prediction by combined stratification of low-density lipoprotein-cholesterol and high-density lipoprotein-cholesterol levels across different glucose statuses. Diabetes Obes Metab 2024; 26:5845-5856. [PMID: 39318052 DOI: 10.1111/dom.15956] [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: 07/03/2024] [Revised: 08/27/2024] [Accepted: 09/02/2024] [Indexed: 09/26/2024]
Abstract
AIM To investigate the association between low-density lipoprotein-cholesterol (LDL-C) levels and coronary artery disease (CAD) incidence based on combining high-density lipoprotein-cholesterol (HDL-C) levels and glucose status. MATERIALS AND METHODS In this retrospective cohort study, we used data from a nationwide claims database (1,524,289 individuals without a history of CAD or familial hypercholesterolaemia; 2008-2019). Cox proportional hazards modelling identified the risk of incident CAD by a novel combination of four HDL-C levels, seven LDL-C levels and glucose status. RESULTS During the follow-up period (mean: 5.5 years), 8301 (0.99/1000 person-years) events occurred. The risk of CAD increased from lower LDL-C levels accompanied by lower HDL-C levels regardless of the glucose status. Using the most favourable levels of HDL-C and LDL-C (i.e. 60-99 mg/dL and <80 mg/dL, respectively) as references, the hazard ratios (95% confidence interval) for the group with HDL-C levels <40 mg/dL and LDL-C levels <80 mg/dL were 2.74 (1.47-5.11), 2.52 (1.30-4.91) and 2.85 (1.68-4.84) for normoglycaemia, borderline glycaemia and diabetes, respectively. Comparison of the most favourable levels of HDL-C and LDL-C with their least favourable levels (i.e. <40 mg/dL and 180-199 mg/dL, respectively) revealed that the risk of new-onset CAD exhibited a 19-, nine- and seven-fold increase in individuals with normoglycaemia, borderline glycaemia and diabetes, respectively. CONCLUSIONS To prevent CAD, LDL-C levels should be strictly controlled in patients with low HDL-C levels regardless of glucose tolerance. Individualized treatment, which involves setting target LDL-C levels based on glucose tolerance and HDL-C values, is required.
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Affiliation(s)
- Junko Yachida
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
- Niigata College of Nursing, Joetsu, Japan
| | - Kazuya Fujihara
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Mayuko Harada Yamada
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Ayako Kobayashi
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
- Niigata College of Nursing, Joetsu, Japan
| | - Lay Mon Khin
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Hiroki Takizawa
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Masahiko Yamamoto
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Masaru Kitazawa
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Yasuhiro Matsubayashi
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Takaho Yamada
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Satoru Kodama
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
| | - Hirohito Sone
- Department of Hematology, Endocrinology and Metabolism, Niigata University Faculty of Medicine, Niigata, Japan
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28
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Makiuchi T, Zha L, Kitamura T, Sobue T, Ogawa T. Impact of colorectal cancer screening by primary tumor location in a real-world setting in Japan. Eur J Cancer Prev 2024:00008469-990000000-00190. [PMID: 39607879 DOI: 10.1097/cej.0000000000000940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2024]
Abstract
The objective of this retrospective observational study was to investigate the impact of fecal occult blood test (FOBT) as colorectal cancer (CRC) screening by primary tumor location. We compared the risk of requiring treatment for advanced disease and total medical costs per patient between CRC patients who underwent FOBT within 1 year before initial treatment for CRC and those who did not, using the JMDC Claims database, large-scale health insurance claims and checkup data in Japan. Treatment for advanced disease was defined as (1) nonendoscopic therapy or (2) chemotherapy or radiotherapy, performed during the follow-up period. A total of 1194 participants with CRC (right-sided, 22.2%; left-sided, 60.4%) who initiated treatment between 2010 and 2016 and underwent health checkups within 1 year before the initial treatment were enrolled and followed up for an average of 46.1 months. A significantly lowered risk ratio (RR) of chemotherapy or radiotherapy and total medical costs were observed in FOBT group for left-sided CRC [RR = 0.78 (95% confidence interval, 0.63-0.97), mean and median costs = 4.1 vs. 5.6 and 2.4 vs. 2.9 million JPY; P = 0.018], while they were not observed for right-sided CRC [RR = 0.88 (95% confidence interval, 0.61-1.28), mean and median costs = 4.0 vs. 4.1 and 2.7 vs. 2.9 million JPY; P = 0.995]. This study demonstrated the improved outcomes by FOBT for left-sided CRC, whereas its impact was limited for right-sided CRC.
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Affiliation(s)
- Takeshi Makiuchi
- Division of Environmental Medicine and Population Sciences, Graduate School of Medicine, Osaka University
| | - Ling Zha
- Division of Environmental Medicine and Population Sciences, Graduate School of Medicine, Osaka University
| | - Tetsuhisa Kitamura
- Division of Environmental Medicine and Population Sciences, Graduate School of Medicine, Osaka University
| | - Tomotaka Sobue
- Division of Environmental Medicine and Population Sciences, Graduate School of Medicine, Osaka University
| | - Toshio Ogawa
- Department of Food and Nutrition, Faculty of Agriculture, Setsunan University, Osaka, Japan
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29
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Sawada A, Ihara Y, Imai T, Tanaka F, Fujiwara Y. Real world treatment patterns in patients with eosinophilic esophagitis in Japan. Sci Rep 2024; 14:27490. [PMID: 39528636 PMCID: PMC11555047 DOI: 10.1038/s41598-024-78868-4] [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] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
The management of eosinophilic esophagitis (EoE) has not been completely established yet. There is a controversy over the universal maintenance therapy for EoE to prevent esophageal fibrostenotic complications. Using an employer-based insurance claim database from January 2005 to September 2022, we investigated the treatment patterns of EoE and the occurrence of esophageal complications. The treatment patterns were analyzed at a 6-month interval from the diagnosis of EoE. The time to treatment discontinuation of proton pump inhibitor (PPI)/potassium-competitive acid blocker (P-CAB) was evaluated by the Kaplan-Meier method. Of 15,200,895 individuals, 615 patients with EoE were ultimately analyzed with the median follow-up time from the index date of 700 days. PPI/P-CAB and swallowed topical steroids accounted for 80% and 4.6% of the initial therapy, respectively. PPI/P-CAB use rapidly decreased by 40% in the first 6 months and afterwards reinitiation was rarely seen. The median time to treatment discontinuation were 172 days (95% CI 147-206 days) for PPI/P-CAB. Only 1 EoE patient developed esophageal fibrostenotic complications after the diagnosis. With the low incidence of esophageal complications, the universal maintenance therapy may not be necessary for mild EoE patients often seen in Japan.
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Affiliation(s)
- Akinari Sawada
- Department of Gastroenterology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan.
| | - Yasutaka Ihara
- Department of Medical Statistics, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
| | - Takumi Imai
- Department of Medical Statistics, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
| | - Fumio Tanaka
- Department of Gastroenterology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
| | - Yasuhiro Fujiwara
- Department of Gastroenterology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
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Hwang SH, Lee H, Lee JH, Lee M, Koyanagi A, Smith L, Rhee SY, Yon DK, Lee J. Machine Learning-Based Prediction for Incident Hypertension Based on Regular Health Checkup Data: Derivation and Validation in 2 Independent Nationwide Cohorts in South Korea and Japan. J Med Internet Res 2024; 26:e52794. [PMID: 39499554 PMCID: PMC11576616 DOI: 10.2196/52794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 04/02/2024] [Accepted: 09/17/2024] [Indexed: 11/07/2024] Open
Abstract
BACKGROUND Worldwide, cardiovascular diseases are the primary cause of death, with hypertension as a key contributor. In 2019, cardiovascular diseases led to 17.9 million deaths, predicted to reach 23 million by 2030. OBJECTIVE This study presents a new method to predict hypertension using demographic data, using 6 machine learning models for enhanced reliability and applicability. The goal is to harness artificial intelligence for early and accurate hypertension diagnosis across diverse populations. METHODS Data from 2 national cohort studies, National Health Insurance Service-National Sample Cohort (South Korea, n=244,814), conducted between 2002 and 2013 were used to train and test machine learning models designed to anticipate incident hypertension within 5 years of a health checkup involving those aged ≥20 years, and Japanese Medical Data Center cohort (Japan, n=1,296,649) were used for extra validation. An ensemble from 6 diverse machine learning models was used to identify the 5 most salient features contributing to hypertension by presenting a feature importance analysis to confirm the contribution of each future. RESULTS The Adaptive Boosting and logistic regression ensemble showed superior balanced accuracy (0.812, sensitivity 0.806, specificity 0.818, and area under the receiver operating characteristic curve 0.901). The 5 key hypertension indicators were age, diastolic blood pressure, BMI, systolic blood pressure, and fasting blood glucose. The Japanese Medical Data Center cohort dataset (extra validation set) corroborated these findings (balanced accuracy 0.741 and area under the receiver operating characteristic curve 0.824). The ensemble model was integrated into a public web portal for predicting hypertension onset based on health checkup data. CONCLUSIONS Comparative evaluation of our machine learning models against classical statistical models across 2 distinct studies emphasized the former's enhanced stability, generalizability, and reproducibility in predicting hypertension onset.
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Affiliation(s)
- Seung Ha Hwang
- Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Hayeon Lee
- Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Jun Hyuk Lee
- Health and Human Science, University of Southern California, Los Angeles, CA, United States
| | - Myeongcheol Lee
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, Republic of Korea
- Department of Regulatory Science, Kyung Hee University, Seoul, Republic of Korea
| | - Ai Koyanagi
- Research and Development Unit, Parc Sanitari Sant Joan de Deu, Barcelona, Spain
| | - Lee Smith
- Centre for Health, Performance and Wellbeing, Anglia Ruskin University, Cambridge, United Kingdom
| | - Sang Youl Rhee
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, Republic of Korea
- Department of Regulatory Science, Kyung Hee University, Seoul, Republic of Korea
- Department of Endocrinology and Metabolism, Kyung Hee University School of Medicine, Seoul, Republic of Korea
| | - Dong Keon Yon
- Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, Republic of Korea
- Department of Regulatory Science, Kyung Hee University, Seoul, Republic of Korea
- Department of Pediatrics, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, Republic of Korea
| | - Jinseok Lee
- Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea
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Seki T, Takiguchi T, Akagi Y, Ito H, Kubota K, Miyake K, Okada M, Kawazoe Y. Iterative random forest-based identification of a novel population with high risk of complications post non-cardiac surgery. Sci Rep 2024; 14:26741. [PMID: 39500963 PMCID: PMC11538396 DOI: 10.1038/s41598-024-78482-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 10/31/2024] [Indexed: 11/08/2024] Open
Abstract
Assessing the risk of postoperative cardiovascular events before performing non-cardiac surgery is clinically important. The current risk score systems for preoperative evaluation may not adequately represent a small subset of high-risk populations. Accordingly, this study aimed at applying iterative random forest to analyze combinations of factors that could potentially be clinically valuable in identifying these high-risk populations. To this end, we used the Japan Medical Data Center database, which includes claims data from Japan between January 2005 and April 2021, and employed iterative random forests to extract factor combinations that influence outcomes. The analysis demonstrated that a combination of a prior history of stroke and extremely low LDL-C levels was associated with a high non-cardiac postoperative risk. The incidence of major adverse cardiovascular events in the population characterized by the incidence of previous stroke and extremely low LDL-C levels was 15.43 events per 100 person-30 days [95% confidence interval, 6.66-30.41] in the test data. At this stage, the results only show correlation rather than causation; however, these findings may offer valuable insights for preoperative risk assessment in non-cardiac surgery.
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Affiliation(s)
- Tomohisa Seki
- Department of Healthcare Information Management, The University of Tokyo Hospital, Tokyo, Japan.
| | - Toru Takiguchi
- Department of Healthcare Information Management, The University of Tokyo Hospital, Tokyo, Japan
| | - Yu Akagi
- Department of Biomedical Informatics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hiromasa Ito
- Department of Healthcare Information Management, The University of Tokyo Hospital, Tokyo, Japan
| | - Kazumi Kubota
- Department of Healthcare Information Management, The University of Tokyo Hospital, Tokyo, Japan
| | - Kana Miyake
- Department of Healthcare Information Management, The University of Tokyo Hospital, Tokyo, Japan
| | - Masafumi Okada
- Department of Healthcare Information Management, The University of Tokyo Hospital, Tokyo, Japan
| | - Yoshimasa Kawazoe
- Department of Healthcare Information Management, The University of Tokyo Hospital, Tokyo, Japan
- Artificial Intelligence and Digital Twin in Healthcare, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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Satoh M, Nakayama S, Toyama M, Hashimoto H, Murakami T, Metoki H. Usefulness and caveats of real-world data for research on hypertension and its association with cardiovascular or renal disease in Japan. Hypertens Res 2024; 47:3099-3113. [PMID: 39261703 PMCID: PMC11534704 DOI: 10.1038/s41440-024-01875-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 07/12/2024] [Accepted: 08/13/2024] [Indexed: 09/13/2024]
Abstract
The role of real-world data, collected from clinical practice rather than clinical trials, has become increasingly important for investigating real-life situations, such as treatment effects. In Japan, evidence on hypertension, cardiovascular diseases, and kidney diseases using real-world data is increasing. These studies are mainly based on "the insurer-based real-world data" collected as electronic records, including data from health check-ups and medical claims such as JMDC database, DeSC database, the Japan Health Insurance Association (JHIA) database, or National Databases of Health Insurance Claims and Specific Health Checkups (NDB). Based on the insurer-based real-world data, traditional but finely stratified associations between hypertension and cardiovascular or kidney diseases can be explored. The insurer-based real-world data are also useful for pharmacoepidemiological studies that capture the distribution and trends of drug prescriptions; combined with annual health check-up data, the effectiveness of drugs can also be examined. Despite the usefulness of insurer-based real-world data collected as electronic records from a wide range of populations, we must be cautious about several points, including issues regarding population uncertainty, the validity of cardiovascular outcomes, the accuracy of blood pressure, traceability, and biases, such as indication and immortal biases. While a large sample size is considered a strength of real-world data, we must keep in mind that it does not overcome the problem of systematic error. This review discusses the usefulness and pitfalls of insurer-based real-world data in Japan through recent examples of Japanese research on hypertension and its association with cardiovascular or kidney disease.
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Affiliation(s)
- Michihiro Satoh
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan.
- Department of Pharmacy, Tohoku Medical and Pharmaceutical University Hospital, Sendai, Japan.
| | - Shingo Nakayama
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Maya Toyama
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Department of Nephrology, Self-Defense Forces Sendai Hospital, Sendai, Japan
| | - Hideaki Hashimoto
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Takahisa Murakami
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Division of Aging and Geriatric Dentistry, Department of Rehabilitation Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Hirohito Metoki
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Tohoku Institute for Management of Blood Pressure, Sendai, Japan
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Kimura Y, Jo T, Matsui H, Yasunaga H. Clinical research using real-world data: A narrative review. Respir Investig 2024; 62:929-934. [PMID: 39182397 DOI: 10.1016/j.resinv.2024.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 07/27/2024] [Accepted: 08/06/2024] [Indexed: 08/27/2024]
Abstract
Randomized controlled trials (RCTs) and studies using real-world data (RWD) each have their strengths and weaknesses, and can effectively complement each other. When RCTs are not feasible, RWD studies offer a valuable alternative. In this narrative review, we examine several types of RWD studies, focusing on studies utilizing administrative claims databases. These include the Diagnosis Procedure Combination databases, commercially available health checkups and healthcare claims databases (such as the JDMC and DeSC databases), and the National Database of Health Insurance Claims and Specific Health Checkups of Japan (NDB). Given that these claims databases cover different populations, patient settings, variables, and levels of accessibility, it is crucial for researchers to select the most appropriate data source to effectively address their research questions. Additionally, it is desirable for readers of studies using these databases to be aware of their characteristics in order to fully understand the context and limitations of the research findings.
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Affiliation(s)
- Yuya Kimura
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan; Clinical Research Center, NHO Tokyo National Hospital, 3-1-1 Takeoka, Kiyose-shi, Tokyo, 204-8585, Japan.
| | - Taisuke Jo
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan; Department of Respiratory Medicine, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Hiroki Matsui
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Hideo Yasunaga
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
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Takayama A, Yoshida S, Kawakami K. Tadalafil use is associated with a lower incidence of Type 2 diabetes in men with benign prostatic hyperplasia: A population-based cohort study. J Intern Med 2024; 296:422-434. [PMID: 39287476 DOI: 10.1111/joim.20012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
BACKGROUND Tadalafil, commonly prescribed for benign prostatic hyperplasia (BPH), may benefit patients with Type 2 diabetes mellitus (T2DM) for glycemic markers and complications. However, the association between the long-term use of tadalafil and the incidence of T2DM has not been investigated. METHODS We emulated a target trial of tadalafil use (5 mg/day) and the risk of T2DM using a population-based claims database in Japan. Patients who initiated tadalafil or alpha-blockers for BPH and had no history of diabetes diagnosis, no dispensing of glucose-lowering drugs, and no history of hemoglobin A1c levels of ≥6.5% (47-48 mmol/mol) were included. The primary outcome was the incidence of T2DM. Pooled logistic regression was used to estimate adjusted risk ratios (RRs) and 5-year cumulative incidence differences (CIDs). RESULTS A total of 5180 participants initiated tadalafil treatment and were compared with 20,049 patients who initiated alpha-blockers. The median follow-up time for each arm was 27.2 months (interquartile range [IQR], 12.0-47.9) in tadalafil users and 31.3 months (IQR, 13.7-57.2) in alpha-blocker users. The incidence rates of T2DM in tadalafil and alpha-blocker users were 5.4 (95% confidence interval [CI], 4.0-7.2) and 8.8 (95% CI, 7.8-9.8) per 1000-person years, respectively. Initiation of tadalafil was associated with a reduced risk of T2DM (RR, 0.47; 95% CI, 0.39-0.62; 5-year CID, -0.031; 95% CI, -0.040 to -0.019). CONCLUSION The incidence of T2DM was lower in men with BPH treated with tadalafil than in those treated with alpha-blockers. Thus, tadalafil may be more beneficial than alpha-blockers in preventing T2DM.
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Affiliation(s)
- Atsushi Takayama
- Department of Pharmacoepidemiology, Kyoto University Graduate School of Medicine and Public Health, Kyoto, Japan
| | - Satomi Yoshida
- Department of Clinical Medicine, Division of Social Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Kyoto University Graduate School of Medicine and Public Health, Kyoto, Japan
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Tamaki N, Kimura T, Wakabayashi SI, Umemura T, Izumi N, Loomba R, Kurosaki M. Cardiometabolic criteria as predictors and treatment targets of liver-related events and cardiovascular events in metabolic dysfunction-associated steatotic liver disease. Aliment Pharmacol Ther 2024; 60:1033-1041. [PMID: 39115116 DOI: 10.1111/apt.18205] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 07/07/2024] [Accepted: 07/30/2024] [Indexed: 09/25/2024]
Abstract
BACKGROUND The diagnosis of metabolic dysfunction-associated steatotic liver disease (MASLD) requires at least one of five cardiometabolic criteria. It is unclear whether these criteria can be used as predictors and treatment targets for complications including liver-related events and major adverse cardiovascular events (MACE). AIMS To investigate the relationship between cardiometabolic criteria and complications. METHODS We conducted a nationwide, population-based study of 979,352 patients with MASLD. We investigated relationships between a number of criteria at baseline and liver-related events or MACE risks. In a separate longitudinal analysis, we included patients with five criteria at baseline and investigated the relationship between improving the criteria and the incidence of complications after 1 year. RESULTS The cumulative incidence of MACE, but not liver-related events, increased with increasing baseline cardiometabolic criteria. In the longitudinal study, multivariable analysis using patients with five criteria (no improvement) as the reference, adjusted hazard ratios (95% confidence interval) of MACE in patients with 4, 3, 2, and 0-1 criteria (1 to 4-5 criteria improvement) were 0.55 (0.52-0.58, p < 0.001), 0.20 (0.17-0.22, p < 0.001), 0.13 (0.11-0.16, p < 0.001), and 0.06 (0.02-0.3, p < 0.001), respectively. The risk of MACE decreased as the cardiometabolic criteria improved. There was no significant association between improvement of the criteria and liver-related events. CONCLUSIONS Cardiometabolic criteria can be used as predictors and treatment targets for cardiovascular event risk in MASLD. Developing predictors and therapeutic targets for liver-related events is a future challenge.
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Affiliation(s)
- Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Takefumi Kimura
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Shun-Ichi Wakabayashi
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Takeji Umemura
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Deigo, La Jolla, California, USA
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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Egashira S, Imanaka Y. Stroke Research Using Administrative Claims Database in Japan: A Narrative Review. J Atheroscler Thromb 2024; 31:1341-1352. [PMID: 39098041 PMCID: PMC11456354 DOI: 10.5551/jat.rv22022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 06/19/2024] [Indexed: 08/06/2024] Open
Abstract
AIMS Although administrative claims databases have recently been used for clinical research in Japan, no detailed description of their utilization in stroke research is available. We reviewed stroke studies using the Diagnosis Procedure Combination (DPC), the National Database of Health Insurance Claims and Specific Health Checkups (NDB), and several commercial databases sourced from social health insurance associations, focusing on their applications and limitations. METHODS Original articles on stroke published by April 2024 using the DPC, NDB, and commercial databases were identified in Ovid MEDLINE. The characteristics of each database were compared in terms of comprehensiveness, traceability, baseline information, and outcome assessment in stroke research. RESULTS A total of 114 studies were included (83 for DPC, 6 for NDB, and 25 for commercial databases). The number of stroke studies using administrative databases in Japan is still approximately 10 per year, although there is a slowly increasing trend. The DPC database was utilized for short-term outcome studies because of its detailed baseline and outcome information, although the inability to track patients once they changed facilities limits their use in long-term studies. The NDB database is potentially useful for long-term studies because of its comprehensiveness and traceability, but difficulties in data access restrict its usage. The most commonly used commercial database utilizes baseline information on lifestyle and blood test data, although the lack of coverage for those over 75 years old may limit its generalizability. CONCLUSIONS Administrative claims databases are beginning to be used in stroke research in Japan but are not yet fully utilized. Researchers need to understand their applications and limitations.
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Affiliation(s)
- Shuhei Egashira
- Department of Healthcare Economics and Quality Management, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yuichi Imanaka
- Department of Healthcare Economics and Quality Management, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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Zheng Y, Fukasawa T, Masuda S, Takeuchi M, Kawakami K. Narcolepsy and risk of traumatic injury: a population-based matched cohort study. J Clin Sleep Med 2024; 20:1657-1662. [PMID: 38913343 PMCID: PMC11446133 DOI: 10.5664/jcsm.11236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 05/27/2024] [Accepted: 05/30/2024] [Indexed: 06/25/2024]
Abstract
STUDY OBJECTIVES We evaluated the risk of traumatic injury in patients with narcolepsy compared to the general population. METHODS We conducted a population-based matched cohort study using a Japanese health insurance claims database. For each patient with narcolepsy, up to 5 individuals from the general population without narcolepsy were matched by variables such as sex, age, and cohort entry month. The primary outcome was traumatic injury, and the secondary outcome was fracture. The study population was followed for up to 5 years from the cohort entry date. We estimated crude incidence rates, adjusted incidence rate differences, adjusted hazard ratios, and their 95% confidence intervals (CIs) for study outcomes using crude and multivariable Poisson and Cox regression models. RESULTS We included 2,451 patients with narcolepsy (mean age, 30.3 years; male, 58.0%) and 10,591 matched individuals (mean age, 30.6 years; male, 58.4%). Crude incidence rate of traumatic injury was 11.4 per 100 person-years for patients with narcolepsy compared with 6.2 per 100 person-years for matched individuals (adjusted incidence rate difference, 6.2 excess events per 100 person-years [95% CI, 4.9-7.4]; adjusted hazard ratio, 1.8 [95% CI, 1.5-2.2]). Crude incidence rate of fracture was 2.3 per 100 person-years for patients with narcolepsy compared with 1.3 per 100 person-years for matched individuals (adjusted incidence rate difference, 1.2 excess events per 100 person-years [95% CI, 0.7-1.7]; adjusted hazard ratio, 1.7 [95% CI, 1.4-2.1]). CONCLUSIONS Narcolepsy was associated with increased risk of traumatic injury. For patients with narcolepsy, optimized approaches to injury prevention should be considered. CITATION Zheng Y, Fukasawa T, Masuda S, Takeuchi M, Kawakami K. Narcolepsy and risk of traumatic injury: a population-based matched cohort study. J Clin Sleep Med. 2024;20(10):1657-1662.
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Affiliation(s)
- Yunlong Zheng
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Soichiro Masuda
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Masato Takeuchi
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
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Hirosawa K, Inomata T, Akasaki Y, Sung J, Yee A, Iwagami M, Nagino K, Okumura Y, Fujimoto K, Midorikawa-Inomata A, Eguchi A, Shokirova H, Fujio K, Huang T, Morooka Y, Kobayashi H, Murakami A, Nakao S. Impact of the Coronavirus Disease 2019 Pandemic on Outpatient Visits for Diabetic Retinopathy in Japan: A Retrospective Cohort Study. Transl Vis Sci Technol 2024; 13:6. [PMID: 39235400 PMCID: PMC11379092 DOI: 10.1167/tvst.13.9.6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/06/2024] Open
Abstract
Purpose Long-term ramifications of the coronavirus disease 2019 pandemic on various care-seeking characteristics of patients with diabetic retinopathy remain unclear. This study aimed to identify risk factors for dropout from regular fundus examinations (RFEs) in patients with diabetic retinopathy in Japan. Methods We extracted demographic and health checkup data (April 2018 to March 2021) from the JMDC database. Patients with diabetes identified using diagnosis-related and medication codes were included. The dropout and continuation groups included patients who discontinued and continued to undergo RFEs during the coronavirus disease 2019 pandemic, respectively. Results The number of RFEs was significantly lower during the mild lockdown period (April and May 2020) than during the prepandemic period. Of the 14,845 patients with diabetes, 2333 (15.7%) dropped out of RFEs during the pandemic, whereas before the pandemic, of the 11,536 patients with diabetes, 1666 (14.4%) dropped out of RFEs (P = 0.004). Factors associated with dropout in the multivariate logistic regression analysis included younger age, male sex, high triglyceride levels, high γ-glutamyl transpeptidase levels, smoking habit, alcohol consumption, weight gain of more than 10 kg since the age of 20 years, and certain stages of lifestyle improvement. Factors associated with continuation included low body mass index and high glycosylated hemoglobin levels. Conclusions Our findings can assist in identifying patients with diabetes at risk of dropout. Translational Relevance These results have implications for public health and identifying patients with diabetes at risk of dropout. Education and tailored monitoring regimens could be pivotal role in fostering adherence.
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Affiliation(s)
- Kunihiko Hirosawa
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Takenori Inomata
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan
- AI Incubation Farm, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yasutsugu Akasaki
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Jaemyoung Sung
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Alan Yee
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Masao Iwagami
- Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Ken Nagino
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yuichi Okumura
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Keiichi Fujimoto
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Akie Midorikawa-Inomata
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Atsuko Eguchi
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hurramhon Shokirova
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kenta Fujio
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Tianxiang Huang
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yuki Morooka
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hiroyuki Kobayashi
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Akira Murakami
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
- Department of Digital Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Shintaro Nakao
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
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Iwata R, Mochizuki S, Hasegawa T, Ishii K, Matsumaru N, Tsukamoto K. Preventive Effects of Bioabsorbable Anti-Adhesion Barriers on Bowel Obstruction After Colectomy in Colon Cancer Patients: A Retrospective Cohort Study Using an Insurance Claims Database. Ther Innov Regul Sci 2024; 58:831-837. [PMID: 38710990 DOI: 10.1007/s43441-024-00660-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 05/01/2024] [Indexed: 05/08/2024]
Abstract
PURPOSE Postoperative adhesions can be prevented by the use of bioabsorbable anti-adhesion barriers. Although the occurrence of postoperative bowel obstruction is an important concern for patients, at the time of approval of anti-adhesion barriers, its effectiveness in preventing postoperative bowel obstruction had not been evaluated. We aimed to retrospectively evaluate the incidence of bowel obstruction after colectomy in patients with colon cancer using an insurance claims database. METHODS This retrospective cohort study analyzed the data of colon cancer patients (between 2005 and 2017 from a national insurance claims database) who underwent colectomies to compare the proportion of individuals with postoperative bowel obstruction between the barrier and no barrier groups. RESULTS Of the 587 patients who met the inclusion criteria, 308 and 279 patients were identified as the barrier and no barrier groups, respectively. The incidence of postoperative bowel obstruction was significantly lower in the barrier group (log-rank test, P = 0.0483). The cumulative incidence of postoperative bowel obstruction 37 months after the initial colectomy was 6.1% and 10.9% in the barrier and no barrier groups, respectively. Moreover, consistent results were obtained in the matched cohort. CONCLUSION In colectomies for patients with colon cancer, the use of anti-adhesion barriers could significantly reduce the incidence of postoperative bowel obstruction. Evaluations using insurance claims databases could provide important information on outcomes following implementation of medical devices.
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Affiliation(s)
- Risa Iwata
- Global Regulatory Science, Gifu Pharmaceutical University, Gifu, Japan.
- Medical Device Unit, Pharmaceuticals and Medical Devices Agency, Kasumigaseki 3-3-2, Chiyoda-ku, 100-0013, Tokyo, Japan.
| | - Shuichi Mochizuki
- Medical Device Unit, Pharmaceuticals and Medical Devices Agency, Kasumigaseki 3-3-2, Chiyoda-ku, 100-0013, Tokyo, Japan
| | - Tomoaki Hasegawa
- Division of Pharmacoepidemiology, Pharmaceuticals and Medical Devices Agency, Tokyo, Japan
| | - Kensuke Ishii
- Medical Device Unit, Pharmaceuticals and Medical Devices Agency, Kasumigaseki 3-3-2, Chiyoda-ku, 100-0013, Tokyo, Japan
| | - Naoki Matsumaru
- Global Regulatory Science, Gifu Pharmaceutical University, Gifu, Japan
| | - Katsura Tsukamoto
- Global Regulatory Science, Gifu Pharmaceutical University, Gifu, Japan
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Akasaki Y, Inomata T, Iwagami M, Sung J, Nagino K, Adachi T, Morita H, Tamari M, Kainuma K, Kan‐o K, Ogata H, Sakashita M, Futamura M, Kurashima Y, Nakajima S, Masaki K, Ogawa Y, Sato S, Miyagawa A, Midorikawa‐Inomata A, Fujimoto K, Okumura Y, Fujio K, Huang T, Hirosawa K, Morooka Y, Murakami A, Nakao S. The impact of COVID-19 on hay fever treatment in Japan: A retrospective cohort study based on the Japanese claims database. Clin Transl Allergy 2024; 14:e12394. [PMID: 39286886 PMCID: PMC11406147 DOI: 10.1002/clt2.12394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 08/10/2024] [Accepted: 09/05/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND Hay fever (HF) presents with various symptoms, including allergic conjunctivitis and rhinitis, and requires cross-organ treatment. This study assessed the impact of the coronavirus disease 2019 (COVID-19) pandemic on HF treatment trends. METHODS This retrospective cohort study utilized data from the JMDC database collected between January 2018 and May 2021. Patients with HF were identified based on the relevant International Classification of Diseases 10th Revision diagnosis codes and the prescription of HF-related medications. The treatment approaches were compared during the cedar and cypress pollen allergy season (January to May in Japan) before and during the COVID-19 pandemic (2018 and 2019, and 2020 and 2021, respectively). RESULTS This study included 2,598,178 patients with HF. The numbers of prescribed HF-related claims in 2018, 2019, 2020, and 2021 were 3,332,854, 3,534,198, 2,774,380, and 2,786,681 times, respectively. Oral second-generation antihistamine prescriptions decreased by >10% from 2019 to 2020, with a <10% change in the subsequent year. Anti-allergic eye drop prescriptions also decreased by >10% from 2019 to 2020 but increased by >10% from 2020 to 2021. Compared with 2018, 2019, and 2020, the number of claims in the rhinitis symptoms dominant group was significantly decreased in 2021 (p < 0.001, all). In contrast, the number of claims in the eye symptoms dominant group and the rhinitis and eye symptoms dominant group increased in 2021 compared with that in 2018, 2019, and 2020 (p < 0.001, all). CONCLUSION Changes in HF treatment and related outcomes could be attributed to lifestyle modifications resulting from the COVID-19 pandemic. Measures, such as limiting outdoor activities and adopting mask-wearing practices may have influenced HF symptoms, preventive behaviors, and the overall approach to treating HF.
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Tanaka-Mizuno S, Fujimoto K, Mishima K, Sakata Y, Fukasawa T, Mizuno K, Yoshida S, Ishii M, Taninaga T, Kubota N, Moline M, Kawakami K. Evaluation of prescribing patterns of switching to and add-on lemborexant in patients treated with hypnotic medication: a nationwide claims database study in Japan. Expert Opin Pharmacother 2024; 25:1707-1716. [PMID: 39129520 DOI: 10.1080/14656566.2024.2392018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 07/31/2024] [Accepted: 08/09/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND When considering changing hypnotic pharmacotherapy, lemborexant has attracted attention as a candidate due to its effectiveness and safety profile. However, few studies have investigated switching patterns in clinical practice. RESEARCH DESIGN AND METHODS We conducted a retrospective cohort study using a nationwide claims database. Patients prescribed a single hypnotic who either subsequently switched to (switching cohort) or were additionally prescribed (add-on cohort) lemborexant between July 2020 and December 2021 were identified. Proportion of successful switching was defined as remaining on lemborexant alone or without any hypnotic at 6 months after lemborexant initiation. RESULTS The success proportion was 70.1% in the switching cohort (n = 4,861) and 38.6% in the add-on cohort (n = 9,423). In the add-on cohort, the success proportion was lower in patients with a hypnotic history of ≥180 days (31.4%) and in patients whose prescribed hypnotic was a benzodiazepine or non-benzodiazepine (31.5% and 37.6%, respectively). CONCLUSION The proportion of successful switching was higher in patients who switched to lemborexant than in those who added lemborexant as a concomitant treatment. The lower success proportion in the add-on cohort might be related to clinically more severe insomnia, and/or a concomitant prescription of benzodiazepine or non-benzodiazepine, from which discontinuation may be challenging.
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Affiliation(s)
- Sachiko Tanaka-Mizuno
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Laboratory of Epidemiology and Prevention, Kobe Pharmaceutical University, Kobe, Japan
| | | | - Kazuo Mishima
- Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan
| | | | - Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Kayoko Mizuno
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Satomi Yoshida
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Division of Social Medicine, Department of Clinical Medicine, Institute of Medicine, University of Tsukuba, Tsukuba, Japan
| | | | | | | | | | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
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Shikamura M, Takayama A, Takeuchi M, Kawakami K. Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors and dipeptidyl peptidase-4 inhibitors in improvement of fatty liver index in patients with type 2 diabetes mellitus and metabolic dysfunction-associated steatotic liver disease: A retrospective nationwide claims database study in Japan. Diabetes Obes Metab 2024; 26:3099-3109. [PMID: 38708591 DOI: 10.1111/dom.15632] [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: 01/09/2024] [Revised: 04/16/2024] [Accepted: 04/16/2024] [Indexed: 05/07/2024]
Abstract
AIM To date, there are limited clinical studies and real-world evidence investigating whether sodium-glucose cotransporter-2 inhibitors (SGLT2i) are associated with improved hepatic steatosis. This study aimed to evaluate the effectiveness of SGLT2i compared with that of dipeptidyl peptidase-4 inhibitors (DPP4i) in improving the fatty liver index (FLI) in patients with type 2 diabetes mellitus (T2DM) and metabolic dysfunction-associated steatotic liver disease (MASLD). MATERIALS AND METHODS This retrospective cohort study included new users of SGLT2i or DPP4i with T2DM and MASLD from a large claims database (JMDC Claims Database). The primary outcome was the incidence of improvement of the FLI. Cox proportional hazard models, weighted using propensity scores for predicting the initiation of treatment, were fitted to estimate hazard ratios with 95% confidence intervals (CIs). Time-course changes in the FLI values were also assessed. RESULTS This study included 9127 SGLT2i and 12 286 DPP4i initiators. SGLT2i showed a higher incidence of improvement in the FLI (≥30%, ≥40% and ≥50% reduction from baseline FLI) compared with DPP4i, and the weighted hazard ratios were 1.27 (95% CI 1.18-1.38), 1.24 (95% CI 1.13-1.37) and 1.19 (95% CI 1.05-1.33), respectively. SGLT2i indicated a greater decreased in FLI values compared with DPP4i at up to 3 years of the follow-up period. CONCLUSION SGLT2is use appeared to be associated with a greater improvement of the FLI than DPP4i use in patients with T2DM and MASLD. In the absence of direct head-to-head comparisons from clinical studies, our study, using real-world data, may support physicians' decision-making in clinical practice.
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Affiliation(s)
- Mitsuhiro Shikamura
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
- Takeda Development Centre Japan, Takeda Pharmaceutical Company Limited, Osaka, Japan
| | - Atsushi Takayama
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Masato Takeuchi
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
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Shiroshita A, Kataoka Y, Wang Q, Kajita N, Anan K, Tajima T, Yajima N. Joint associations of air pollutants during pregnancy, infancy, and childhood with childhood persistent asthma: Nationwide database study in Japan. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 281:116626. [PMID: 38905932 DOI: 10.1016/j.ecoenv.2024.116626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 06/15/2024] [Accepted: 06/18/2024] [Indexed: 06/23/2024]
Abstract
The joint effect of air pollutants at relatively low levels requires further investigation. Here, a database study was performed to evaluate the effects of exposure to mixtures of air pollutants during pregnancy, infancy, and childhood on childhood persistent asthma. We used the Japan Medical Data Center database, which provides access to family linkages and healthcare provider addresses, and included child-mother dyads in which the child was born between January 2010 and January 2017. The exposure of interest was ground-level air pollutants, and the primary outcome was childhood persistent asthma at 45 years of age, as defined based on outpatient and inpatient asthma disease codes and/or asthma medication dispensing claims. The weighted quantile sum (WQS) regression was used to evaluate the effects of air pollutant mixtures on 52,526 child-mother dyads from 1149 of 1907 municipalities (60.3 %) in Japan. The WQS regression models showed that with every 10th percentile increase in the WQS index, ground-level air pollutants during pregnancy, infancy, and childhood increased the risk of childhood persistent asthma by an odds ratio of 1.04 (95 % CI: 1.02-1.05; p<0.001), 1.02 (95 % CI: 1.01-1.03; p<0.001), and 1.03 (95 % CI: 1.01-1.04; p<0.001), respectively. Moreover, particulate matter with an aerodynamic diameter ≤ 2.5 µm was assigned the highest weight across all three exposure periods. Relatively high weights were assigned to suspended particulate matter and photochemical oxidants during pregnancy, carbon monoxide during infancy, and photochemical oxidants during childhood. Our study showed that a mixture of low-level air pollutants has a detrimental association with childhood persistent asthma.
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Affiliation(s)
- Akihiro Shiroshita
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, Japan; Scientific Research Works Peer Support Group (SRWS-PSG), Osaka, Japan.
| | - Yuki Kataoka
- Scientific Research Works Peer Support Group (SRWS-PSG), Osaka, Japan; Department of Internal Medicine, Kyoto Min-iren Asukai Hospital, Kyoto, Japan; Section of Clinical Epidemiology, Department of Community Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan; Department of Healthcare Epidemiology, Kyoto University Graduate School of Medicine / School of Public Health, Kyoto, Japan
| | - Qianzhi Wang
- Psychosomatic Medicine, St Luke's International Hospital, Tokyo, Japan
| | - Naoki Kajita
- Department of Allergy, Tokyo Metropolitan Children's Medical Center, Tokyo, Japan
| | - Keisuke Anan
- Scientific Research Works Peer Support Group (SRWS-PSG), Osaka, Japan; Division of Respiratory Medicine, Saiseikai Kumamoto Hospital, Kumamoto, Japan
| | - Takumi Tajima
- Real World Evidence Division, JMDC Inc, Tokyo, Japan
| | - Nobuyuki Yajima
- Division of Rheumatology, Department of Medicine, Showa University School of Medicine, Tokyo, Japan
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Tamaki N, Wakabayashi SI, Kimura T, Yasui Y, Tsuchiya K, Nakanishi H, Huang DQ, Umemura T, Kurosaki M, Izumi N. Glycemic control target for liver and cardiovascular events risk in metabolic dysfunction-associated steatotic liver disease. Hepatol Res 2024; 54:753-762. [PMID: 38400797 DOI: 10.1111/hepr.14025] [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: 10/23/2023] [Revised: 01/22/2024] [Accepted: 01/26/2024] [Indexed: 02/26/2024]
Abstract
AIMS Optimizing glycemic control may prevent liver-related events and major adverse cardiovascular events (MACE) in patients with metabolic dysfunction-associated steatotic liver disease (MASLD). However, the optimal hemoglobin A1c (HbA1c) threshold associated with a lower risk of complications, particularly liver-related events as well as MACE is unknown. METHODS We investigated a nationwide population-based cohort and identified 633 279 patients with MASLD, with a mean follow-up of 4.2 years. Hemoglobin A1c levels were measured annually. The primary endpoint was the risk of liver-related events and MACE and to determine the optimal HbA1c level associated with the risk of complications. RESULTS Mean HbA1c (per 1%) was associated with liver-related events (subdistribution hazard ratio [sHR] 1.26; 95% confidence interval [CI], 1.12-1.42) as well as MACE (sHR 1.36; 95% CI, 1.32-1.41) after adjustment for confounders. Multivariable sHR (95% CI) for HbA1c of <5.0%, 6.0%-6.9%, 7.0%-7.9%, 8.0%-8.9%, and ≥9.0% (reference, 5.0%-5.9%) were 14 (9.1-22), 1.70 (1.2-2.3), 3.32 (2.3-4.8), 3.81 (2.1-6.8), and 4.83 (2.4-9.6) for liver-related events, and 1.24 (0.8-1.8), 1.27 (1.2-1.4), 1.70 (1.5-2.0), 2.36 (1.9-2.9), and 4.17 (3.5-5.0) for MACE. An HbA1c level of 7% was selected as the optimal threshold for predicting complications (sHR 2.40 [1.8-3.2] for liver-related events and 1.98 [1.8-2.2] for MACE). CONCLUSION The risk of liver-related events as well as MACE increased in a dose-dependent fashion with an increase in HbA1c levels, except for patients with HbA1c <5.0% for liver-related events. An HbA1c level of 7% was the optimal threshold associated with a lower risk of complications and may be utilized as a target for glycemic control in patients with MASLD.
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Affiliation(s)
- Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Shun-Ichi Wakabayashi
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Takefumi Kimura
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Yutaka Yasui
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kaoru Tsuchiya
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Hiroyuki Nakanishi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Daniel Q Huang
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Takeji Umemura
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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Tamaki N, Kimura T, Wakabayashi SI, Umemura T, Kurosaki M, Loomba R, Izumi N. Long-term clinical outcomes in steatotic liver disease and incidence of liver-related events, cardiovascular events and all-cause mortality. Aliment Pharmacol Ther 2024; 60:61-69. [PMID: 38664876 DOI: 10.1111/apt.18015] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/01/2024] [Accepted: 04/12/2024] [Indexed: 06/12/2024]
Abstract
BACKGROUND A multi-society consensus group proposed a new nomenclature for steatotic liver disease (SLD) including metabolic-dysfunction associated steatotic liver disease (MASLD), MASLD and increased alcohol intake (MetALD) and alcohol-associated liver disease (ALD). However, the risk of liver-related events, major adverse cardiovascular events (MACE) and all-cause mortality among various sub-groups is unknown. AIMS To evaluate the risk of liver-related events, MACE and death among patients with SLD. METHODS We conducted a nationwide, population-based study and enrolled 761,400 patients diagnosed with MASLD, MetALD or ALD. The primary endpoint was the occurrence of liver-related events, MACE and death in patients with MASLD, MetALD and ALD. RESULTS The cumulative incidence of liver-related events and death were highest in ALD, followed by MetALD and MASLD (p < 0.001 for both liver-related events and death), while the incidence of MACE was highest in MASLD, followed by MetALD and ALD (p < 0.001). Using MASLD as the reference and adjusting for age, sex, smoking, diabetes mellitus, dyslipidaemia and hypertension, the adjusted hazard ratios (95% confidence intervals) for liver-related events, MACE and death in MetALD were 1.42 (1.1-1.8), 0.68 (0.63-0.73) and 1.13 (0.98-1.3), respectively. In ALD, they were 3.42 (2.6-4.6), 0.58 (0.49-0.67) and 1.60 (1.3-2.0), respectively, for liver-related events, MACE and death. CONCLUSIONS The new consensus nomenclature can be used to stratify the risk of complications and prognosis. The nomenclature is beneficial for risk stratification and identifying new mechanisms for disease-specific therapeutic implications.
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Affiliation(s)
- Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
- MASLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Deigo, La Jolla, California, USA
| | - Takefumi Kimura
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Shun-Ichi Wakabayashi
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Takeji Umemura
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Deigo, La Jolla, California, USA
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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Yoshisue H, Homma Y, Ito C, Ebisawa M. Prevalence of food allergy increased 1.7 times in the past 10 years among Japanese patients below 6 years of age. Pediatr Allergy Immunol 2024; 35:e14192. [PMID: 39007449 DOI: 10.1111/pai.14192] [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: 01/19/2024] [Revised: 06/06/2024] [Accepted: 07/01/2024] [Indexed: 07/16/2024]
Abstract
BACKGROUND While food allergy (FA) has been increasingly recognized as a growing public health burden worldwide, epidemiological studies on FA in Japan are limited. METHODS This was a noninterventional, observational study using the administrative claims data from 2010 to 2019 (10 years). Patients with physician-diagnosed FA in Japan (prevalent cohort) were divided into high-risk or low-risk cohorts using adrenaline prescription. The high-risk cohort was further divided into anaphylaxis or nonanaphylaxis cohort based on the occurrence of anaphylaxis or a serious allergic reaction (SAR) during 1 year after adrenaline prescription. The primary objective was to examine yearly prevalence of FA. The secondary objectives were to describe demographics/clinical characteristics and healthcare resource utilization (HCRU), to evaluate the number of occurrences of anaphylaxis/SAR in the high-risk cohort, and the impact of anaphylaxis/SAR on HCRU. RESULTS The overall standardized prevalence rate was 0.325% (95% confidence interval [CI], 0.311-0.339) in 2010 and 0.797% (95% CI, 0.790-0.804) in 2019 and predominant in patients age <6 years (preschool; 3.377% [95% CI, 3.229-3.525] in 2010 and 5.726% [95% CI, 5.663-5.789] in 2019). Majority of FA patients (>80%) were children/adolescent throughout the 10 years. While high-risk cohort was a relatively minor population (8.5% in the prevalent cohort in 2019), the occurrence of anaphylaxis/SAR in the high-risk cohort was 227,690/100,000 patient-years. Multivariate analysis showed a significant increase in HCRU variables in the anaphylaxis versus nonanaphylaxis cohort (e.g., 2.08 [95% CI, 2.05-2.11] times more FA-related outpatient visits). CONCLUSIONS Prevalence of FA increased in a statistically significant way from 2010 to 2019; 1.7-fold increase was observed in patients <6 years old. Patients in the high-risk cohort appear to have suffered from frequent anaphylaxis/SAR, highlighting an unmet medical need for FA patients at "high-risk," considering the unavailability of approved medications to prevent anaphylaxis/SAR.
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Affiliation(s)
| | | | - Chie Ito
- Novartis Pharma K.K., Tokyo, Japan
- JMDC Co. Ltd, Tokyo, Japan
| | - Motohiro Ebisawa
- Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, Sagamihara, Japan
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Tanaka Y, Nakamoto D, Piao Y, Mizutani H, Wakabayashi R, Saito Y, Kwon KM, Dickinson H. Implementation of Guideline-Based HBV Reactivation Management in Patients with Chronic HBV Infections of HBsAg or Resolved HBV Infection Undergoing Immunosuppressive Therapy. Infect Dis Ther 2024; 13:1607-1620. [PMID: 38809367 PMCID: PMC11219601 DOI: 10.1007/s40121-024-00997-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 05/14/2024] [Indexed: 05/30/2024] Open
Abstract
INTRODUCTION Although patients with HBV have a risk of reactivation after immunosuppressive therapy (IST), the status of their risk management is unclear in Japan. This study aims to describe the proportion of patients who received preventive management of HBV reactivation during ISTs in patients with chronic HBV infection of HBsAg or resolved HBV infection. METHOD A retrospective cohort study was conducted using the JMDC Japanese claims database from April 2011 to June 2021. Patients with HBV infections of HbsAg who received ISTs or patients who had resolved HBV infections who received ISTs were identified from the database and evaluated for appropriate management to prevent HBV reactivation. RESULTS In total, 6242 eligible patients were identified. The proportions of patients with appropriate HBV reactivation management, stratified by the HBV reactivation risk level of IST, was 43.1% (276/641) for high-risk, 40.2% (223/555) for intermediate-risk and 14.9% (741/4965) for low-risk patients. When the evaluation period for the outcome calculation was shortened from 360 to 180 days, the proportion for high risk increased to 52.7%. The odds ratios of large hospitals for receiving appropriate management were 2.16 (95% CI 1.12-4.44) in the high-risk, 4.63 (95% CI 2.34-10.25) in the intermediate-risk and 3.60 (95% CI 3.07-4.24) in the low-risk patients. CONCLUSION HBV reactivation management was tailored according to the reactivation risk associated with IST. However, adherence to HBV reactivation management guidelines was sub-optimal, even among high-risk patients. This is especially the case for ensuring smaller-sized medical institutions, highlighting the need for further educational activities.
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Affiliation(s)
- Yasuhito Tanaka
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjo Chuo-ku, Kumamoto-shi, Kumamoto, Japan
| | - Daisuke Nakamoto
- Gilead Sciences K.K., 1-9-2 Marunochi Gran Tokyo South Tower 16F, Chiyoda-ku, Tokyo, 100-6616, Japan.
| | - Yi Piao
- Gilead Sciences K.K., 1-9-2 Marunochi Gran Tokyo South Tower 16F, Chiyoda-ku, Tokyo, 100-6616, Japan
| | - Hajime Mizutani
- Gilead Sciences K.K., 1-9-2 Marunochi Gran Tokyo South Tower 16F, Chiyoda-ku, Tokyo, 100-6616, Japan
| | - Ryozo Wakabayashi
- Datack, Inc., 1-8-9-707 Iidabashi, Chiyoda-ku, Tokyo, 102-0072, Japan
| | - Yoshiyuki Saito
- Datack, Inc., 1-8-9-707 Iidabashi, Chiyoda-ku, Tokyo, 102-0072, Japan
| | - Kyung Min Kwon
- Gilead Sciences, Inc., 333 Lakeside Drive, Foster City, CA, 94404, USA
| | - Harriet Dickinson
- Gilead Sciences Europe, 2 Roundwood Avenue Stockley, Park Uxbridge, Middlesex, UB11 1AF, UK
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Takahashi S, Kakuta Y, Obara T, Ishikawa T, Nagai H, Shimoyama Y, Naito T, Moroi R, Shiga H, Mano N, Kinouchi Y, Masamune A. Prescribing in pregnant women with inflammatory bowel disease and its relationship to congenital malformations in Japan. J Gastroenterol Hepatol 2024; 39:1291-1298. [PMID: 38538533 DOI: 10.1111/jgh.16549] [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: 01/20/2024] [Revised: 02/25/2024] [Accepted: 03/09/2024] [Indexed: 07/13/2024]
Abstract
BACKGROUND AND AIM Inflammatory bowel disease (IBD) frequently affects younger patients and poses various challenges concerning pregnancy and childbirth. Maintaining good disease control throughout pregnancy is crucial, but expectant and pregnant patients may worry about the fetal impact of medications, leading to treatment discontinuation due to uncertainty about this issue. This study investigated the real-world drug-prescribing practices for pregnant patients with IBD in Japan and their potential connection to major congenital malformations (MCMs). METHODS Overall, 277 female IBD patients who gave birth between 2010 and 2019 were selected from the JMDC claims database. The prescribing patterns of IBD medications and MCMs in the patients' offspring were analyzed. RESULTS Among pregnant IBD patients, 74.4% received at least one medication from 90 days before pregnancy to 90 days after delivery. Trends in medication prescriptions during pregnancy in 2010-2019 revealed consistent use of oral 5-ASA, variable use of topical medications, a decrease in systemic steroids, and an increase in biologics. The prevalence of MCMs in children born to IBD-affected mothers did not differ significantly between those who did and did not receive IBD medications (8.6% vs 6.8%). Although circulatory system MCMs were slightly more common in the IBD medication group (4.9% vs 1.4%), this difference was not significant. Logistic regression analysis did not reveal an association between MCM risk and first-trimester use of IBD medications, including corticosteroids and biologics. CONCLUSIONS This study provides insights into medication patterns in pregnant IBD patients and suggests no increased risk of MCMs associated with first-trimester IBD medication use.
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Affiliation(s)
- Sayumi Takahashi
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yoichi Kakuta
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Taku Obara
- Division of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan
| | - Tomofumi Ishikawa
- Laboratory of Biomolecule and Pathophysiological Chemistry, Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai, Japan
| | - Hiroshi Nagai
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yusuke Shimoyama
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Takeo Naito
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Rintaro Moroi
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Hisashi Shiga
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Nariyasu Mano
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan
- Laboratory of Biomolecule and Pathophysiological Chemistry, Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai, Japan
| | - Yoshitaka Kinouchi
- Student Healthcare Center, Institute for Excellence in Higher Education, Tohoku University, Sendai, Japan
| | - Atsushi Masamune
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
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Wang P, Morimoto K, Hasegawa N, Hassan M, Chatterjee A. Nontuberculous mycobacterial pulmonary disease added burden to COPD and bronchiectasis in Japan. ERJ Open Res 2024; 10:00911-2023. [PMID: 38978557 PMCID: PMC11228608 DOI: 10.1183/23120541.00911-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 03/04/2024] [Indexed: 07/10/2024] Open
Abstract
Background and objective Nontuberculous mycobacterial pulmonary disease (NTM-PD) prevalence in Japan is among the highest worldwide. COPD and bronchiectasis are common comorbidities among patients with NTM-PD, and it is challenging to treat NTM-PD in patients with these conditions. There are limited data on the incremental burden that NTM-PD adds to underlying COPD or bronchiectasis in Japan. Therefore, the objective of this study was to assess the incremental burden associated with NTM-PD in patients with pre-existing COPD and/or bronchiectasis. Methods This nested case-control study was based on JMDC, Inc. claims data (2015-2020). Patients with COPD and/or bronchiectasis with NTM-PD (cases) were age and sex matched 1:3 to patients with COPD and/or bronchiectasis without NTM-PD (controls), resulting in three mutually exclusive patient groups (COPD, bronchiectasis or both; with or without NTM-PD). Incremental burden of NTM-PD was assessed within each group by comparing hospitalisations during the 1-year period after NTM-PD diagnosis (index) between cases and controls with both univariate analysis and multivariate analysis adjusting for pre-index comorbidities. Results Univariate analyses in the three patient groups consistently demonstrated incremental hospitalisation burden in cases versus controls (e.g. COPD group: 20% of 492 cases versus 13% of 1476 controls had all-cause hospitalisations; 11% versus 5% had respiratory-related hospitalisations; and 6% versus 2% had COPD-related hospitalisations). Subsequent multivariate analysis further confirmed the findings. Conclusions The substantial incremental burden of hospitalisation associated with NTM-PD in patients with COPD and/or bronchiectasis highlights the urgent need for appropriate management of NTM-PD in Japan.
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Affiliation(s)
- Ping Wang
- Insmed Incorporated, Bridgewater, NJ, USA
| | - Kozo Morimoto
- Fukujuji Hospital, Japan Anti-Tuberculosis Association, Tokyo, Japan
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Wakabayashi SI, Tamaki N, Kimura T, Umemura T, Kurosaki M, Izumi N. Natural history of lean and non-lean metabolic dysfunction-associated steatotic liver disease. J Gastroenterol 2024; 59:494-503. [PMID: 38570344 DOI: 10.1007/s00535-024-02093-z] [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: 10/27/2023] [Accepted: 02/29/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND Conflicting evidence regarding the prognosis of lean metabolic dysfunction-associated steatotic liver disease (MASLD) has raised substantial questions. AIM This study aimed to elucidate the prognosis of lean MASLD by conducting a comprehensive analysis of a vast Asian cohort. METHODS This study used a nationwide, population-based database and analyzed 2.9 million patients. The primary endpoints were liver-related events (LREs) and cardiovascular events (CVEs) in patients with lean MASLD, non-lean MASLD, and normal liver control groups. RESULTS The median observation period was 4.2 years. The 5-year incidence values of LREs in the lean MASLD, non-lean MASLD, and normal liver control groups were 0.065%, 0.039%, and 0.006%, respectively. The LRE risk of lean MASLD was significantly higher than that of normal liver control (adjusted hazard ratio [aHR]: 5.94, 95% confidence interval [CI]: 3.95-8.92) but comparable to that of non-lean MASLD (aHR: 1.35, 95% CI: 0.87-2.08). By contrast, for CVEs, the non-lean MASLD group exhibited a higher 5-year cumulative incidence rate (0.779%) than the lean MASLD (0.600%) and normal liver control (0.254%) groups. The lean MASLD group had a reduced risk of CVEs compared with the non-lean MASLD group (aHR, 0.73; 95% CI: 0.64-0.84), and comparable risk of CVEs to the normal liver control group (aHR, 0.99; 95% CI: 0.88-1.12). CONCLUSION Lean MASLD exhibits a similar LRE risk and a lower CVE risk to non-lean MASLD. Therefore, follow-up and treatment strategies should be tailored to the specific MASLD condition.
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Affiliation(s)
- Shun-Ichi Wakabayashi
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, 1-26-1 Kyonan-Cho, Musashino-Shi, Tokyo, 180-8610, Japan
| | - Takefumi Kimura
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Takeji Umemura
- Division of Gastroenterology, Department of Medicine, Shinshu University School of Medicine, Nagano, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, 1-26-1 Kyonan-Cho, Musashino-Shi, Tokyo, 180-8610, Japan.
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, 1-26-1 Kyonan-Cho, Musashino-Shi, Tokyo, 180-8610, Japan
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