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Satoh M, Nakayama S, Hashimoto H, Toyama M, Iwabe Y, Yagihashi T, Murakami T, Obara T, Ohkubo T, Metoki H. Differential coronary heart disease risk among antihypertensive and lipid-lowering medication users versus non-users: A real-world data analysis. J Clin Lipidol 2025; 19:294-302. [PMID: 39934034 DOI: 10.1016/j.jacl.2024.12.006] [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: 10/01/2024] [Revised: 11/19/2024] [Accepted: 12/07/2024] [Indexed: 02/13/2025]
Abstract
BACKGROUND We aimed to precisely quantify the risk of coronary heart disease (CHD) among antihypertensive medication users compared to non-users. We similarly assessed the potential CHD risk among lipid-lowering medication users. METHODS This retrospective cohort study used claims and health checkup data from 2014 to 2021 provided by DeSC Healthcare, Inc. We used percutaneous coronary intervention (PCI) risk as a proxy for the CHD outcome. RESULTS Among the 1,740,153 participants without a history of cardiovascular and kidney diseases, 3803 underwent PCI during a mean follow-up of 3.2 years. The Cox model with health insurers as the stratified factor showed that blood pressure (BP) classification according to the hypertension guidelines was linearly associated with PCI risk. In contrast, this association was weaker in antihypertensive medication users than in nonusers. After restricting to 1,309,460 participants with BP <140/<90 mm Hg, the antihypertensive medication users had a 1.51 (95% CI: 1.37-1.66) times higher PCI risk than nonusers even after adjusting for baseline characteristics including systolic BP. This was consistent in all subgroups stratified by characteristics including body mass index, drinking status, diabetes, systolic BP, and follow-up years. Meanwhile, the use of lipid-lowering medications was not associated with PCI risk (hazard ratio: 0.98, 95% CI: 0.88-1.09 in 1,221,390 patients with low-density lipoprotein cholesterol <3.62 mmol/L [<140 mg/dL]). CONCLUSIONS Especially for hypertension, it is important not only to lower BP with medication but also to avoid the need for medication through early prevention and lifestyle changes.
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Affiliation(s)
- Michihiro Satoh
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Satoh, Nakayama, Hashimoto, Toyama, Iwabe, Yagihashi, Murakami, and Metoki); Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan (Drs Satoh, Hashimoto, Toyama, Murakami, Obara, and Metoki); Department of Pharmacy, Tohoku Medical and Pharmaceutical University Hospital, Sendai, Japan (Dr Satoh).
| | - Shingo Nakayama
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Satoh, Nakayama, Hashimoto, Toyama, Iwabe, Yagihashi, Murakami, and Metoki); Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Nakayama and Hashimoto)
| | - Hideaki Hashimoto
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Satoh, Nakayama, Hashimoto, Toyama, Iwabe, Yagihashi, Murakami, and Metoki); Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan (Drs Satoh, Hashimoto, Toyama, Murakami, Obara, and Metoki); Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Nakayama and Hashimoto)
| | - Maya Toyama
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Satoh, Nakayama, Hashimoto, Toyama, Iwabe, Yagihashi, Murakami, and Metoki); Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan (Drs Satoh, Hashimoto, Toyama, Murakami, Obara, and Metoki); Department of Nephrology, Self-Defense Forces, Sendai Hospital, Sendai, Japan (Dr Toyama)
| | - Yutaro Iwabe
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Satoh, Nakayama, Hashimoto, Toyama, Iwabe, Yagihashi, Murakami, and Metoki); Center for Clinical Research Promotion and Development, Tohoku Medical and Pharmaceutical University Hospital, Sendai, Japan (Dr Iwabe)
| | - Takahito Yagihashi
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Satoh, Nakayama, Hashimoto, Toyama, Iwabe, Yagihashi, Murakami, and Metoki); Department of Cerebrovascular Medicine, Konan Hospital, Sendai, Japan (Dr Yagihashi)
| | - Takahisa Murakami
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Satoh, Nakayama, Hashimoto, Toyama, Iwabe, Yagihashi, Murakami, and Metoki); Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan (Drs Satoh, Hashimoto, Toyama, Murakami, Obara, and Metoki); Division of Aging and Geriatric Dentistry, Department of Rehabilitation Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan (Dr Murakami)
| | - Taku Obara
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan (Drs Satoh, Hashimoto, Toyama, Murakami, Obara, and Metoki); Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan (Dr Obara)
| | - Takayoshi Ohkubo
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan (Dr Ohkubo); Tohoku Institute for the Management of Blood Pressure, Sendai, Japan (Drs Ohkubo and Metoki)
| | - Hirohito Metoki
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan (Drs Satoh, Nakayama, Hashimoto, Toyama, Iwabe, Yagihashi, Murakami, and Metoki); Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan (Drs Satoh, Hashimoto, Toyama, Murakami, Obara, and Metoki); Tohoku Institute for the Management of Blood Pressure, Sendai, Japan (Drs Ohkubo and Metoki)
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2
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Toyama M, Satoh M, Hashimoto H, Iwabe Y, Yagihashi T, Nakayama S, Murakami T, Nakaya N, Metoki H, Hozawa A, Tabuchi T. Association between equivalized annual household income and regular medical visits for hypertensive patients since the COVID-19 outbreak. Hypertens Res 2025; 48:786-795. [PMID: 39774308 PMCID: PMC11794149 DOI: 10.1038/s41440-024-02067-x] [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: 08/29/2024] [Revised: 11/21/2024] [Accepted: 12/09/2024] [Indexed: 01/11/2025]
Abstract
Previous studies have shown an increase in blood pressure during the coronavirus disease 2019 (COVID-19) pandemic even among patients receiving antihypertensive treatment. This study aims to evaluate the association between equivalized annual household income and refraining from regular medical visits for hypertensive patients since the COVID-19 outbreak. We analyzed data from the Japan COVID-19 and Society Internet Survey (JACSIS), including 2832 hypertensive patients aged 20-79 years from the 2020 survey and at least one survey between 2021 and 2023. They were categorized into lower-income (
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Affiliation(s)
- Maya Toyama
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Department of Nephrology, Self-Defense Forces Sendai Hospital, Sendai, Japan
| | - Michihiro Satoh
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan.
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
- Department of Pharmacy, Tohoku Medical and Pharmaceutical University Hospital, Sendai, Japan.
| | - Hideaki Hashimoto
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Yutaro Iwabe
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Center for Clinical Research Promotion and Development, Tohoku Medical and Pharmaceutical University Hospital, Sendai, Japan
| | - Takahito Yagihashi
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Department of Cerebrovascular Medicine, Konan Hospital, Sendai, Japan
| | - Shingo Nakayama
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Takahisa Murakami
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Division of Aging and Geriatric Dentistry, Department of Rehabilitation Dentistry, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Naoki Nakaya
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
| | - Hirohito Metoki
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Tohoku Institute for Management of Blood Pressure, Sendai, Japan
| | - Atsushi Hozawa
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Division of Epidemiology, School of Public Health, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Takahiro Tabuchi
- Division of Epidemiology, School of Public Health, Tohoku University Graduate School of Medicine, Sendai, 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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4
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Kai H. Shadow left by COVID-19 pandemic on the future. Hypertens Res 2024; 47:2917-2919. [PMID: 39090180 DOI: 10.1038/s41440-024-01789-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 06/07/2024] [Accepted: 06/08/2024] [Indexed: 08/04/2024]
Affiliation(s)
- Hisashi Kai
- Department of Cardiology, Kurume University Medical Center, Kurume, Japan.
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5
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Natsume S, Satoh M, Murakami T, Sasaki M, Metoki H. The trends of antihypertensive drug prescription based on the Japanese national data throughout the COVID-19 pandemic period. Hypertens Res 2024; 47:2086-2090. [PMID: 38831090 PMCID: PMC11298402 DOI: 10.1038/s41440-024-01706-7] [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: 01/11/2024] [Revised: 04/12/2024] [Accepted: 04/12/2024] [Indexed: 06/05/2024]
Abstract
In 2020, concerns arose about the potential adverse effects of angiotensin II type 1 receptor blockers (ARBs) and angiotensin-converting enzyme inhibitors (ACEIs) on patients with the Coronavirus Disease 2019 (COVID-19). However, there is no national data on antihypertensive prescriptions during the COVID-19 pandemic in Japan. This study aimed to explore the trends in antihypertensive drug prescriptions in Japan throughout COVID-19 pandemic period. This study used data from the National Database (NDB) Open Data in Japan, an annual publication by the Ministry of Health, Labour and Welfare. To capture changes before and after social activity restrictions, the present study focused on extracting the number of prescribed oral medicine tablets for outpatients from the NDB Open Data from 2018 to 2021. The fiscal year 2020 exhibited the lowest for both outpatient claims and prescribed drugs. In contrast, all categories of antihypertensive drug prescription showed annual increases, and no specific changes in the prescription patterns of ARBs and ACEIs around fiscal year 2020 were observed. This study implies that antihypertensive drug prescriptions were adequately maintained throughout the COVID-19 pandemic in Japan.
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Affiliation(s)
- Shotaro Natsume
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Division of Infection and Host Defense, Faculty of Pharmaceutical Sciences, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Michihiro Satoh
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
- Department of Pharmacy, Tohoku Medical and Pharmaceutical University Hospital, Sendai, Japan.
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku 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
| | - Masato Sasaki
- Division of Infection and Host Defense, Faculty of Pharmaceutical Sciences, Tohoku Medical and Pharmaceutical University, 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
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6
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Kuwajima S, Itoh T, Sato T, Ino S, Shibata S, Ohno K, Hotta H, Matsumoto T, Ooiwa H, Kubo H, Miki T. Influence of the COVID-19 pandemic on the achievement of guideline targets for HbA1c, blood pressure, and LDL cholesterol in people with diabetes in Japan. Diabetol Int 2024; 15:507-517. [PMID: 39101168 PMCID: PMC11291788 DOI: 10.1007/s13340-024-00715-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 03/18/2024] [Indexed: 08/06/2024]
Abstract
Objective In this study, we investigated whether the COVID-19 pandemic affected achievement of guideline targets for HbA1c, blood pressure (BP), and low-density lipoprotein (LDL) cholesterol in people with diabetes mellitus (DM). Materials and methods Data for 556 people with DM who were treated regularly for 4 years before and during the COVID-19 pandemic in Japan were analyzed in this retrospective study. Achieved targets were defined as HbA1c < 7.0%, BP < 130/80 mmHg, and LDL cholesterol < 100 or < 120 mg/dL depending on the presence or absence of coronary artery disease. Results In 2019, before the start of the COVID-19 pandemic, achievement rates of guideline targets for HbA1c, BP and LDL cholesterol were 53.4%, 45.9% and 75.7%, respectively. In 2020, the achievement rates for HbA1c and BP targets were significantly decreased to 40.8% and 31.3%, respectively. The achievement rates for the HbA1c target gradually recovered to 49.3% in 2021 and to 51.1% in 2022. However, recovery in achieving the BP target was slow, remaining at 40.5% even in 2022. On the other hand, the achievement rate for the LDL cholesterol target was not affected and remained relatively high during the COVID-19 pandemic. Conclusions The rates of achieving therapeutic targets for HbA1c and BP have not been high enough in people with DM, and the rates were further reduced by lifestyle changes due to the COVID-19 pandemic. Although there has been a trend toward improvement with the lifting of behavioral restrictions, more intensified treatment is necessary to achieve good control. Supplementary Information The online version contains supplementary material available at 10.1007/s13340-024-00715-8.
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Affiliation(s)
- Shingo Kuwajima
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
| | - Takahito Itoh
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
| | - Tatsuya Sato
- Department of Cellular Physiology and Signal Transduction, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Shoya Ino
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
| | - Satoru Shibata
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
| | - Kouhei Ohno
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
| | - Hiroyuki Hotta
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
| | - Tomoaki Matsumoto
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
- Medical Record Administration Center, Oji General Hospital, Tomakomai, Japan
| | - Hitoshi Ooiwa
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
| | - Hirofumi Kubo
- Medical Record Administration Center, Oji General Hospital, Tomakomai, Japan
| | - Takayuki Miki
- Department of Cardiology and Diabetes, Oji General Hospital, 3-4-8, Wakakusa-Cho, Tomakomai, 053-8506 Japan
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Zhang R, Dong L, Fu X, Hua L, Zhou W, Li H, Wu H, Yu C, Li Y, Shi X, Ou Y, Zhang B, Wang B, Ma Z, Luo Y, Yang M, Chang X, Wang Z, Wei W. Trends in the Prevalence of Common Retinal and Optic Nerve Diseases in China: An Artificial Intelligence Based National Screening. Transl Vis Sci Technol 2024; 13:28. [PMID: 38648051 PMCID: PMC11044835 DOI: 10.1167/tvst.13.4.28] [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: 12/08/2023] [Accepted: 03/07/2024] [Indexed: 04/25/2024] Open
Abstract
Purpose Retinal and optic nerve diseases have become the primary cause of irreversible vision loss and blindness. However, there is still a lack of thorough evaluation regarding their prevalence in China. Methods This artificial intelligence-based national screening study applied a previously developed deep learning algorithm, named the Retinal Artificial Intelligence Diagnosis System (RAIDS). De-identified personal medical records from January 2019 to December 2021 were extracted from 65 examination centers in 19 provinces of China. Crude prevalence and age-sex-adjusted prevalence were calculated by mapping to the standard population in the seventh national census. Results In 2021, adjusted referral possible glaucoma (63.29, 95% confidence interval [CI] = 57.12-68.90 cases per 1000), epiretinal macular membrane (21.84, 95% CI = 15.64-29.22), age-related macular degeneration (13.93, 95% CI = 11.09-17.17), and diabetic retinopathy (11.33, 95% CI = 8.89-13.77) ranked the highest among 10 diseases. Female participants had significantly higher adjusted prevalence of pathologic myopia, yet a lower adjusted prevalence of diabetic retinopathy, referral possible glaucoma, and hypertensive retinopathy than male participants. From 2019 to 2021, the adjusted prevalence of retinal vein occlusion (0.99, 95% CI = 0.73-1.26 to 1.88, 95% CI = 1.42-2.44), macular hole (0.59, 95% CI = 0.41-0.82 to 1.12, 95% CI = 0.76-1.51), and hypertensive retinopathy (0.53, 95% CI = 0.40-0.67 to 0.77, 95% CI = 0.60-0.95) significantly increased. The prevalence of diabetic retinopathy in participants under 50 years old significant increased. Conclusions Retinal and optic nerve diseases are an important public health concern in China. Further well-conceived epidemiological studies are required to validate the observed increased prevalence of diabetic retinopathy, hypertensive retinopathy, retinal vein occlusion, and macular hole nationwide. Translational Relevance This artificial intelligence system can be a potential tool to monitor the prevalence of major retinal and optic nerve diseases over a wide geographic area.
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Affiliation(s)
- Ruiheng Zhang
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Li Dong
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Xuefei Fu
- Beijing Airdoc Technology Co., Ltd., Beijing, China
| | - Lin Hua
- School of Biomedical Engineering, Capital Medical University, Beijing, China
| | - Wenda Zhou
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Heyan Li
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Haotian Wu
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Chuyao Yu
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Yitong Li
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Xuhan Shi
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Yangjie Ou
- Beijing Airdoc Technology Co., Ltd., Beijing, China
| | - Bing Zhang
- Beijing Airdoc Technology Co., Ltd., Beijing, China
| | - Bin Wang
- Beijing Airdoc Technology Co., Ltd., Beijing, China
| | - Zhiqiang Ma
- iKang Guobin Healthcare Group Co., Ltd, Beijing, China
| | - Yuan Luo
- iKang Guobin Healthcare Group Co., Ltd, Beijing, China
| | - Meng Yang
- iKang Guobin Healthcare Group Co., Ltd, Beijing, China
| | | | - Zhaohui Wang
- iKang Guobin Healthcare Group Co., Ltd, Beijing, China
| | - Wenbin Wei
- Beijing Tongren Eye Center, Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Ophthalmology & Visual Sciences Key Lab, Medical Artificial Intelligence Research and Verification Key Laboratory of the Ministry of Industry and Information Technology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
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8
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Satoh M, Muroya T, Murakami T, Obara T, Asayama K, Ohkubo T, Imai Y, Metoki H. The impact of clinical inertia on uncontrolled blood pressure in treated hypertension: real-world, longitudinal data from Japan. Hypertens Res 2024; 47:598-607. [PMID: 37872377 DOI: 10.1038/s41440-023-01452-2] [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: 03/31/2023] [Revised: 08/20/2023] [Accepted: 08/23/2023] [Indexed: 10/25/2023]
Abstract
We aimed to quantify the impact of inadequate pharmacological therapy on uncontrolled blood pressure (BP) using Japanese real-world data. This retrospective cohort study used databases provided by DeSC Healthcare, Inc (Tokyo, Japan). We identified 27,652 patients with hypertension (age, 60.7 ± 9.1 years; men, 56.4%) who were not receiving antihypertensive treatment at the initial visit (pre-treatment) and were under treatment at the next visit (post-treatment). Patients were classified into the following groups by the number of antihypertensive drug classes and defined daily dose (DDD): one antihypertensive drug class with a low dose (DDD < 1.0), one antihypertensive drug class with a moderate-to-high dose (DDD ≥ 1.0), two antihypertensive drug classes with a low dose (DDD < 2.0), two antihypertensive drug classes with a moderate-to-high dose (DDD ≥ 2.0), and ≥three antihypertensive drug classes. The pre-treatment systolic/diastolic BP was 157.7 ± 15.4/94.2 ± 11.5 mmHg. Overall, 43.0% of patients had uncontrolled BP (post-treatment BP ≥ 140/ ≥ 90 mmHg). High pre-treatment BP was a strong factor for uncontrolled BP. After adjustments for covariates, including the pre-treatment mean BP, the proportion of patients with uncontrolled BP was 2.08 times higher in the one antihypertensive drug class with a low dose group than in the ≥three antihypertensive drug classes group. The preventable fraction due to
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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.
| | - Tomoko Muroya
- Division of Public Health, Hygiene and Epidemiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
- Division of Internal Medicine, Izumi Hospital, 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
| | - Taku Obara
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
- Department of Pharmaceutical Sciences, Tohoku University Hospital, Sendai, Japan
| | - Kei Asayama
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
- Tohoku Institute for Management of Blood Pressure, Sendai, Japan
| | - Takayoshi Ohkubo
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
- Tohoku Institute for Management of Blood Pressure, Sendai, Japan
| | - Yutaka Imai
- Tohoku Institute for Management of Blood Pressure, 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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9
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Strumann C, Engler NJ, von Meissner WCG, Blickle PG, Steinhäuser J. Quality of care in patients with hypertension: a retrospective cohort study of primary care routine data in Germany. BMC PRIMARY CARE 2024; 25:54. [PMID: 38342910 PMCID: PMC10859029 DOI: 10.1186/s12875-024-02285-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 01/24/2024] [Indexed: 02/13/2024]
Abstract
BACKGROUND Hypertension is a leading cause of morbidity and mortality if not properly managed. Primary care has a major impact on these outcomes if its strengths, such as continuity of care, are deployed wisely. The analysis aimed to evaluate the quality of care for newly diagnosed hypertension in routine primary care data. METHODS In the retrospective cohort study, routine data (from 2016 to 2022) from eight primary care practices in Germany were exported in anonymized form directly from the electronic health record (EHR) systems and processed for this analysis. The analysis focused on five established quality indicators for the care of patients who have been recently diagnosed with hypertension. RESULTS A total of 30,691 patients were treated in the participating practices, 2,507 of whom have recently been diagnosed with hypertension. Prior to the pandemic outbreak, 19% of hypertensive patients had blood pressure above 140/90 mmHg and 68% received drug therapy (n = 1,372). After the pandemic outbreak, the proportion of patients with measured blood pressure increased from 63 to 87%, while the other four indicators remained relatively stable. Up to 80% of the total variation of the quality indicators could be explained by individual practices. CONCLUSION For the majority of patients, diagnostic procedures are not used to the extent recommended by guidelines. The analysis showed that quality indicators for outpatient care could be mapped onto the basis of routine data. The results could easily be reported to the practices in order to optimize the quality of care.
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Affiliation(s)
- Christoph Strumann
- Institute of Family Medicine, University Medical Center Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23562, Luebeck, Schleswig-Holstein, Germany.
| | - Nicola J Engler
- Institute of Family Medicine, University Medical Center Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23562, Luebeck, Schleswig-Holstein, Germany
| | - Wolfgang C G von Meissner
- Institute of Family Medicine, University Medical Center Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23562, Luebeck, Schleswig-Holstein, Germany
- Hausärzte Am Spritzenhaus, Family Practice, Baiersbronn, Germany
| | - Paul-Georg Blickle
- Institute of Family Medicine, University Medical Center Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23562, Luebeck, Schleswig-Holstein, Germany
- Hausärzte Am Spritzenhaus, Family Practice, Baiersbronn, Germany
| | - Jost Steinhäuser
- Institute of Family Medicine, University Medical Center Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23562, Luebeck, Schleswig-Holstein, Germany
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Mogi M, Tanaka A, Node K, Tomitani N, Hoshide S, Narita K, Nozato Y, Katsurada K, Maruhashi T, Higashi Y, Matsumoto C, Bokuda K, Yoshida Y, Shibata H, Toba A, Masuda T, Nagata D, Nagai M, Shinohara K, Kitada K, Kuwabara M, Kodama T, Kario K. 2023 update and perspectives. Hypertens Res 2024; 47:6-32. [PMID: 37710033 DOI: 10.1038/s41440-023-01398-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 07/30/2023] [Indexed: 09/16/2023]
Abstract
Total 276 manuscripts were published in Hypertension Research in 2022. Here our editorial members picked up the excellent papers, summarized the current topics from the published papers and discussed future perspectives in the sixteen fields. We hope you enjoy our special feature, 2023 update and perspectives in Hypertension Research.
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Affiliation(s)
- Masaki Mogi
- Deparment of Pharmacology, Ehime University Graduate School of Medicine, 454 Shitsukawa Tohon, Ehime, 791-0295, Japan.
| | - Atsushi Tanaka
- Department of Cardiovascular Medicine, Saga University, 5-1-1, Nabeshima, Saga, Saga, 849-8501, Japan
| | - Koichi Node
- Department of Cardiovascular Medicine, Saga University, 5-1-1, Nabeshima, Saga, Saga, 849-8501, Japan
| | - Naoko Tomitani
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, 3311-1, Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
| | - Satoshi Hoshide
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, 3311-1, Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
| | - Keisuke Narita
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, 3311-1, Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
| | - Yoichi Nozato
- Department of Geriatric and General Medicine, Osaka University Graduate School of Medicine, 2-2, Yamada-oka, Suita, Osaka, 565-0871, Japan
| | - Kenichi Katsurada
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, 3311-1, Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
- Division of Clinical Pharmacology, Department of Pharmacology, Jichi Medical University School of Medicine, 3311-1, Shimotsuke, Tochigi, 329-0498, Japan
| | - Tatsuya Maruhashi
- Department of Regenerative Medicine, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8553, Japan
| | - Yukihito Higashi
- Department of Regenerative Medicine, Research Institute for Radiation Biology and Medicine, Hiroshima University, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8553, Japan
- Divivsion of Regeneration and Medicine, Medical Center for Translational and Clinical Research, Hiroshima University Hospital, 1-2-3 Kasumi, Minami-ku, Hiroshima, 734-8551, Japan
| | - Chisa Matsumoto
- Center for Health Surveillance & Preventive Medicine, Tokyo Medical University Hospital, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
- Department of Cardiology, Tokyo Medical University, 6-1-1 Shinjuku, Shinjuku-ku, Tokyo, 160-8402, Japan
| | - Kanako Bokuda
- Department of Endocrinology and Hypertension, Tokyo Women's Medical University, 8-1 Kawada-cho, Shinjuku-ku, Tokyo, 162-8666, Japan
| | - Yuichi Yoshida
- Department of Endocrinology, Metabolism, Rheumatology and Nephrology, Faculty of Medicine, Oita University, 1-1 Idaigaoka, Hasama-machi, Yufu city, Oita, 879-5593, Japan
| | - Hirotaka Shibata
- Department of Endocrinology, Metabolism, Rheumatology and Nephrology, Faculty of Medicine, Oita University, 1-1 Idaigaoka, Hasama-machi, Yufu city, Oita, 879-5593, Japan
| | - Ayumi Toba
- Tokyo Metropolitan Institute for Geriatrics and Gerontology, Sakaecho, Itabashi-ku, Tokyo, 173-0015, Japan
| | - Takahiro Masuda
- Division of Nephrology, Department of Medicine, Jichi Medical University School of Medicine, 3311-1, Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
| | - Daisuke Nagata
- Division of Nephrology, Department of Medicine, Jichi Medical University School of Medicine, 3311-1, Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
| | - Michiaki Nagai
- Cardiovascular Section, Department of Internal Medicine, Heart Rhythm Institute, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 800 SL Young Blvd, COM 5400, Oklahoma City, OK, 73104, USA
- Department of Cardiology, Hiroshima City Asa Hospital, 1-2-1 Kameyamaminami Asakita-ku, Hiroshima, 731-0293, Japan
| | - Keisuke Shinohara
- Department of Cardiovascular Medicine, Faculty of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582, Japan
| | - Kento Kitada
- Department of Pharmacology, Faculty of Medicine, Kagawa University, 1750-1 Miki, Kita, Kagawa, 761-0793, Japan
| | - Masanari Kuwabara
- Department of Cardiology, Toranomon Hospital, 2-2-2, Toranomon, Minato-ku, Tokyo, 105-8470, Japan
| | - Takahide Kodama
- Department of Cardiology, Toranomon Hospital, 2-2-2, Toranomon, Minato-ku, Tokyo, 105-8470, Japan
| | - Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, 3311-1, Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan
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Tsuchiya M, Obara T, Kikuchi M, Mano N. The prevalence of end-of-life chemotherapy and targeted therapy in Japan, assessed using a health claims database. Cancer Chemother Pharmacol 2023; 91:501-506. [PMID: 37150758 DOI: 10.1007/s00280-023-04535-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 04/23/2023] [Indexed: 05/09/2023]
Abstract
PURPOSE This study aimed to investigate the current status of end-of-life chemotherapy and targeted therapy and explore the aggressiveness of end-of-life care in Japan using the DeSC database, a large administrative claims database. METHODS We identified fatal cases of at least one cancer-related diagnosis between April 2015 and November 2020. Patients prescribed at least one anticancer drug were analyzed, and chemotherapy regimens were categorized based on the combination of concomitant anticancer drugs prescribed. RESULTS Among 1,095,713 individuals enrolled in the National Health Insurance database, 7,300 deaths with cancer-related diagnosis were identified. Of these, 4,010 cases were identified in which at least one anticancer drug was prescribed, and 11.6% of 7,300 death had been prescribed anticancer drugs in their last 30 days of life. The most commonly used regimen was S-1 (tegafur, gimeracil, and oteracil potassium combination) monotherapy, followed by nivolumab monotherapy and nab-paclitaxel plus gemcitabine. Immune checkpoint inhibitor monotherapy was more likely prescribed to patients whose last chemotherapy dose was in the last 30 days of life (p = 0.0066, chi-squared test). CONCLUSIONS This study provides insights into the current status of end-of-life chemotherapy and targeted therapy in Japan, using a large administrative claims database. The results of this study will inform future research on end-of-life chemotherapy and targeted therapy, and help develop strategies to improve the quality of life of patients with advanced cancer.
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Affiliation(s)
- Masami Tsuchiya
- Department of Pharmacy, Miyagi Cancer Center, 47-1 Nodayama, Medeshimashiote, Natori, Miyagi, 981-1293, Japan.
- Laboratory of Biomolecule and Pathophysiological Chemistry, Graduate School of Pharmaceutical Sciences, Tohoku University, 1-1, Seiryo-Machi, Aoba-ku, Sendai, Miyagi, 980-8574, Japan.
| | - Taku Obara
- Department of Pharmaceutical Sciences, Tohoku University Hospital, 1-1 Seiryo-Machi, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
- Division of Preventive Medicine and Epidemiology, Tohoku University Tohoku Medical Megabank Organization, 2-1 Seiryo-Machi, Aoba-ku, Sendai, Miyagi, 980-8573, Japan
| | - Masafumi Kikuchi
- Department of Pharmaceutical Sciences, Tohoku University Hospital, 1-1 Seiryo-Machi, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
- Pharmacy Education and Research Center, Graduate School of Pharmaceutical Sciences, Tohoku University, 6-3 Aoba, Aramaki, Aoba-ku, Sendai, 980-8578, Japan
| | - Nariyasu Mano
- Laboratory of Biomolecule and Pathophysiological Chemistry, Graduate School of Pharmaceutical Sciences, Tohoku University, 1-1, Seiryo-Machi, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
- Department of Pharmaceutical Sciences, Tohoku University Hospital, 1-1 Seiryo-Machi, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
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COVID-19 pandemic and hypertension: an updated report from the Japanese Society of Hypertension project team on COVID-19. Hypertens Res 2023; 46:589-600. [PMID: 36550205 PMCID: PMC9780104 DOI: 10.1038/s41440-022-01134-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 11/19/2022] [Accepted: 12/05/2022] [Indexed: 12/24/2022]
Abstract
The number of reported cases with coronavirus disease 2019 (COVID-19) has exceeded 620 million worldwide, still having a profound impact on people's health and daily lives since its occurrence and outbreak in December 2019. From the early phase of the COVID-19 pandemic, there has been a concern that the rapid spread of this communicable disease can negatively influence non-communicable diseases. Accumulating data indicate that the restriction on the access to medical care, psychological distress, and life-style changes triggered by the pandemic have indeed affected blood pressure control in hypertensive patients. Since our previous report in 2020 that summarized the findings of the literature related to COVID-19 and hypertension, there has been a considerable progress in our understanding of the association between these two disorders; nonetheless, there are remaining challenges and emerging questions in the field. In this article, we aim to summarize the latest information on the impact of the pandemic on blood pressure control, the use of the renin-angiotensin system inhibitors in patients with COVID-19, and the blood pressure changes as one of the possible post-acute sequelae of COVID-19 (also known as long COVID). We also summarize the evidence of telemedicine and COVID-19 vaccination in hypertensive subjects, based on data available as of June 2022.
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Takeshima T, Yamamoto Y, Iwasaki K, Ha C, Oishi M, Sato A, Sonoyama Y, Honda N, Niida H, Takeda J. Prevalence, treatment status, medical costs, quality of life, and productivity loss in Japanese adult patients with anemia: a real-world database study. J Med Econ 2023; 26:1386-1397. [PMID: 37849298 DOI: 10.1080/13696998.2023.2271752] [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: 07/07/2023] [Accepted: 10/13/2023] [Indexed: 10/19/2023]
Abstract
AIMS To investigate the prevalence, treatment status, and effect of anemia on medical costs, quality of life (QOL), and productivity loss in Japan. METHODS This cross-sectional study used a database containing claims, health check-ups, and questionnaire data. Adults with hemoglobin data at 2020 check-ups were included. QOL and productivity loss were evaluated using EuroQol 5-Dimension (EQ-5D) and Work Productivity and Activity Impairment questionnaire data available for a subset of the population. Nationwide anemia prevalence, including both diagnosed as having anemia and undiagnosed but with low hemoglobin levels, were estimated. Treatment status was described by hemoglobin levels. Differences in medical costs, QOL, and productivity loss were compared between individuals with and without anemia. Subgroup analyses were performed using the Charlson Comorbidity Index (CCI). RESULTS The study population included 554,798 individuals. Anemia prevalence was estimated at 15.1% with 55.3% undiagnosed. In patients with anemia, 85.3% were untreated; 79.5% of the treated patients received only oral iron drugs. In patients with anemia, monthly medical costs were ¥17,766 higher, EQ-5D score was 0.0118 lower, and productivity loss was 2.6% higher than in those without anemia. The trends were consistent even in limited patients with CCI = 0. Nationwide annual excess medical costs, deficit QOL, and productivity loss in patients with anemia were estimated at ¥3.32 trillion, 138,000 quality-adjusted life-years, and ¥1.13 trillion, respectively. LIMITATIONS As the study population only included individuals who underwent health check-ups, they may be healthier than general population. Whether the differences in medical costs, QoL, and productivity loss are caused by anemia or other underlying differences in patient characteristics is unclear, given the likelihood of residual confounding. CONCLUSIONS The results suggest that more than half of patients with anemia were undiagnosed and untreated. Patients with anemia had higher medical costs, lower QOL, and greater productivity loss than those without anemia.
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Affiliation(s)
| | - Yosuke Yamamoto
- Department of Healthcare Epidemiology, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | | | | | - Masahito Oishi
- Data Intelligence Dept., Nippon Shinyaku Co., Ltd, Kyoto, Japan
| | - Asuka Sato
- Data Intelligence Dept., Nippon Shinyaku Co., Ltd, Kyoto, Japan
| | - Yohei Sonoyama
- Medical Planning Dept., Nippon Shinyaku Co., Ltd, Kyoto, Japan
| | - Natsumi Honda
- Medical Planning Dept., Nippon Shinyaku Co., Ltd, Kyoto, Japan
| | - Hiromichi Niida
- Medical Planning Dept., Nippon Shinyaku Co., Ltd, Kyoto, Japan
| | - Jun Takeda
- Department of Obstetrics and Gynecology, Juntendo University Faculty of Medicine, Tokyo, Japan
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Effect of COVID-19 pandemic on seasonal cardiovascular mortality in Japan, and Asian evidence. Hypertens Res 2022; 45:1405-1407. [PMID: 36058986 DOI: 10.1038/s41440-022-00974-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 06/27/2022] [Indexed: 11/08/2022]
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