Calibration between the Estimated Probability of the Risk Assessment Chart of Japan Atherosclerosis Society and Actual Mortality Using External Population: Evidence for Cardiovascular Prevention from Observational Cohorts in Japan (EPOCH-JAPAN)
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AIM: In Japan Atherosclerosis Society guidelines for the prevention of atherosclerotic cardiovascular diseases 2012 (JAS2012), NIPPON DATA80 risk assessment chart (ND80RAC) was adopted to estimate the 10-year probability of coronary artery disease (CAD) mortality. However, there was no comparison between the estimated mortality calculated by ND80RAC and actual mortality in external populations. Accordingly, we used the large pooled database of cohorts in Japan, EPOCH-JAPAN, as an external population. METHODS: The participants of EPOCH-JAPAN without a history of cardiovascular disease (15,091 men and 18,589 women aged 40-74 years) were analyzed based on sex. The probability of a 10-year risk of CAD/stroke mortality was estimated by ND80RAC. The participants were divided into both decile of their estimated mortality and three categories according to JAS2012. The calibration between the mean estimated mortality and the actual mortality was performed by the Hosmer and Lemeshow (H-L) test. RESULTS: In both sexes, the estimated CAD mortality was higher than the actual mortality, particularly in higher deciles of estimated mortality, and the estimated stroke mortality was almost concordant with the actual mortality in low/moderate deciles of estimated mortality. As for the categories according to JAS2012, the estimated CAD mortality was higher than the actual mortality in both sexes; actual mortality in Category III was lower than that in Category II in women. However, it increased in the ascending order of category when we excluded the presence of diabetes from Category III. CONCLUSIONS: The estimated CAD mortality by ND80RAC tended to be higher than the actual mortality in the population in which the baseline survey was more recently performed.
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There are several assessment tools that predict the absolute risk of ASCVD in the Japanese population.
“There are several assessment tool that predict the absolute risk of ASCVD in the Japanese population.”
From Japan Atherosclerosis Society (JAS) guidelines for prevention of atherosclerotic cardiovascular diseases 2017 (2018) · cites this paper as [340]
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Cites
2013 ACCF/AHA Guideline for the Management of Heart Failure
Yancy, C. W., Jessup, M., Bozkurt, B., Butler, J., Casey, D. E., Drazner, M. H., Fonarow, G. C., Geraci, S. A., Horwich, T., Januzzi, J. L., et al. (2013) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.05.019 · Cited by 12,536 · see citing works
European Guidelines on cardiovascular disease prevention in clinical practice (version 2012)
Authors/Task Force Members:, Perk, J., De Backer, G., Gohlke, H., Graham, I., Reiner, Ž., Verschuren, M., Albus, C., Benlian, P., Boysen, G., et al. (2012) · European Heart Journal · doi:10.1093/eurheartj/ehs092 · Cited by 8,490 · see citing works
2013 ACC/AHA Guideline on the Assessment of Cardiovascular Risk
Goff, D. C., Lloyd-Jones, D. M., Bennett, G., Coady, S., D’Agostino, R. B., Gibbons, R., Greenland, P., Lackland, D. T., Levy, D., O’Donnell, C. J., et al. (2014) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.11.005 · Cited by 4,945 · see citing works
Predictive accuracy of the Framingham coronary risk score in British men:prospective cohort study
Brindle, P. M., Emberson, J., Lampe, F. C., Walker, M., Whincup, P. H., Fahey, T. P., & Ebrahim, S. B. J. (2003) · BMJ · doi:10.1136/bmj.327.7426.1267 · Cited by 524 · see citing works
Teramoto, T., Sasaki, J., Ishibashi, S., Birou, S., Daida, H., Dohi, S., Egusa, G., Hiro, T., Hirobe, K., Iida, M., et al. (2013) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.15792 · Cited by 468 · see citing works
Self-citationUeshima, H. (2007) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.e529 · Cited by 280 · see citing works
Self-citationNishimura, K., Okamura, T., Watanabe, M., Nakai, M., Takegami, M., Higashiyama, A., Kokubo, Y., Okayama, A., & Miyamoto, Y. (2014) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.19356 · Cited by 228 · see citing works
Self-citationNIPPON DATA80 Research Group (2006) · Circulation Journal · doi:10.1253/circj.70.1249 · Cited by 218 · see citing works
Selvarajah, S., Kaur, G., Haniff, J., Kee, C. C., Tee, G. H., van der Graaf, Y., & Bots, M. L. (2014) · International Journal of Cardiology · doi:10.1016/j.ijcard.2014.07.066 · Cited by 188 · see citing works
for the Evidence for Cardiovascular Prevention From Observational Cohorts in Japan (EPOCH-JAPAN) Research Group, Fujiyoshi, A., Ohkubo, T., Miura, K., Murakami, Y., Nagasawa, S.-Y., Okamura, T., & Ueshima, H. (2012) · Hypertension Research · doi:10.1038/hr.2012.87 · Cited by 170 · see citing works
Self-citationPorta, M., Sjoelie, A.-K., Chaturvedi, N., Stevens, L. K., Rottiers, R., Veglio, M., & Fuller, J. (2001) · Diabetologia · doi:10.1007/s001250100030 · Cited by 168 · see citing works
Relation of Blood Pressure and All-Cause Mortality in 180 000 Japanese Participants
Murakami, Y., Hozawa, A., Okamura, T., & Ueshima, H. (2008) · Hypertension · doi:10.1161/hypertensionaha.107.102459 · Cited by 141 · see citing works
Self-citationTillin, T., Hughes, A. D., Whincup, P., Mayet, J., Sattar, N., McKeigue, P. M., Chaturvedi, N., & On behalf of the SABRE Study Group (2014) · Heart · doi:10.1136/heartjnl-2013-304474 · Cited by 130 · see citing works
Liao, Y., McGee, D., Cooper, R., & Sutkowski, M. B. (1999) · American Heart Journal · doi:10.1016/s0002-8703(99)70407-2 · Cited by 126 · see citing works
Nagasawa, S., Okamura, T., Iso, H., Tamakoshi, A., Yamada, M., Watanabe, M., Murakami, Y., Miura, K., Ueshima, H., & for the Evidence for Cardiovascular Prevention from Observational Cohorts in Japan (EPOCH‐JAPAN) Research Group (2012) · Journal of the American Heart Association · doi:10.1161/jaha.112.001974 · Cited by 101 · see citing works
Self-citationTanabe, N., Iso, H., Okada, K., Nakamura, Y., Harada, A., Ohashi, Y., Ando, T., Ueshima, H., & The Japan Arteriosclerosis Longitudinal Study Group (2010) · Circulation Journal · doi:10.1253/circj.cj-09-0861 · Cited by 99 · see citing works
Self-citationRisk of Cardiovascular Diseases Is Increased Even with Mild Diabetic Retinopathy
Kawasaki, R., Tanaka, S., Tanaka, S., Abe, S., Sone, H., Yokote, K., Ishibashi, S., Katayama, S., Ohashi, Y., Akanuma, Y., et al. (2012) · Ophthalmology · doi:10.1016/j.ophtha.2012.08.029 · Cited by 89 · see citing works
Nagata, M., Ninomiya, T., Kiyohara, Y., Murakami, Y., Irie, F., Sairenchi, T., Miura, K., Okamura, T., & Ueshima, H. (2013) · American Journal of Epidemiology · doi:10.1093/aje/kws447 · Cited by 73 · see citing works
Self-citationAsayama, K., Satoh, M., Murakami, Y., Ohkubo, T., NAGASAWA, S., Tsuji, I., Nakayama, T., Okayama, A., Miura, K., Imai, Y., et al. (2014) · Hypertension · doi:10.1161/hypertensionaha.113.03206 · Cited by 71 · see citing works
Self-citationArima, H., Yonemoto, K., Doi, Y., Ninomiya, T., Hata, J., Tanizaki, Y., Fukuhara, M., Matsumura, K., Iida, M., & Kiyohara, Y. (2009) · Hypertension Research · doi:10.1038/hr.2009.161 · Cited by 66 · see citing works
Nakamura, K., Nakagawa, H., Sakurai, M., Murakami, Y., Irie, F., Fujiyoshi, A., Okamura, T., Miura, K., & Ueshima, H. (2012) · Cerebrovascular Diseases · doi:10.1159/000336764 · Cited by 66 · see citing works
Self-citationParticipation in health check-ups and mortality using propensity score matched cohort analyses
Hozawa, A., Kuriyama, S., Watanabe, I., Kakizaki, M., Ohmori‐Matsuda, K., Sone, T., Nagai, M., Sugawara, Y., Nitta, A., Li, Q., et al. (2010) · Preventive Medicine · doi:10.1016/j.ypmed.2010.08.017 · Cited by 59 · see citing works
Self-citationSatoh, M., Ohkubo, T., Asayama, K., Murakami, Y., Sakurai, M., Nakagawa, H., Iso, H., Okayama, A., Miura, K., Imai, Y., et al. (2015) · Hypertension · doi:10.1161/hypertensionaha.114.04639 · Cited by 54 · see citing works
Self-citationArtigao-Rodenas, L. M., Herencia, J. A. C., Divisón, J. A., Gil-Guillén, V. F., Orozco, J. M., Rueda, M. S., Escribano, F. M., Sanchís, C., Valero, L. C., de Coca, E. L., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0073529 · Cited by 52 · see citing works
Kadota, A., Miura, K., Okamura, T., Fujiyoshi, A., Ohkubo, T., Kadowaki, T., Takashima, N., Hisamatsu, T., Nakamura, Y., Kasagi, F., et al. (2013) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.17244 · Cited by 51 · see citing works
Self-citationStroke Risk in Treated Hypertension Based on Home Blood Pressure: the Ohasama Study
Yasui, D., Asayama, K., Ohkubo, T., Kikuya, M., Kanno, A., Hara, A., Hirose, T., Obara, T., Metoki, H., Inoue, R., et al. (2010) · American Journal of Hypertension · doi:10.1038/ajh.2010.15 · Cited by 48 · see citing works
Murakami, Y., Miura, K., Okamura, T., & Ueshima, H. (2010) · Preventive Medicine · doi:10.1016/j.ypmed.2010.11.009 · Cited by 43 · see citing works
Self-citationIto, H., Harano, Y., Suzuki, M., Hattori, Y., Takeuchi, M., Inada, H., Inoue, J., Kawamori, R., Murase, T., Ouchi, Y., et al. (1996) · Diabetes · doi:10.2337/diab.45.3.s19 · Cited by 38 · see citing works
Goh, L. G. H., Welborn, T. A., & Dhaliwal, S. S. (2014) · BMC Women s Health · doi:10.1186/1472-6874-14-118 · Cited by 38 · see citing works
Application of the Updated Framingham Risk Score to Japanese Men.
Suka, M., Sugimori, H., & Yoshida, K. (2001) · Hypertension Research · doi:10.1291/hypres.24.685 · Cited by 36 · see citing works
Okamura, T., Sugiyama, D., Tanaka, T., & Dohi, S. (2014) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2013.09.011 · Cited by 33 · see citing works
Self-citationCañón-Barroso, L., Muro, E. C., Herrera, N. D., Ochoa, G. F., Hueros, J. I. C., & Buitrago, F. (2010) · Scandinavian Journal of Primary Health Care · doi:10.3109/02813432.2010.518407 · Cited by 29 · see citing works
SCORE should be preferred to Framingham to predict cardiovascular death in French population
Marchant, I., Boissel, J., Kassaï, B., Bejan‐Angoulvant, T., Massol, J., Vidal, C., Amsallem, E., Naudin, F., Galan, P., Czernichow, S., et al. (2009) · European Journal of Cardiovascular Prevention & Rehabilitation · doi:10.1097/hjr.0b013e32832da006 · Cited by 24 · see citing works
Matsumoto, M., Ishikawa, S., Kayaba, K., Gotoh, T., Nago, N., Tsutsumi, A., & Kajii, E. (2009) · Journal of Epidemiology · doi:10.2188/jea.je20080081 · Cited by 23 · see citing works
Ishikawa, S., Matsumoto, M., Kayaba, K., Gotoh, T., Nago, N., Tsutsumi, A., & Kajii, E. (2009) · Journal of Epidemiology · doi:10.2188/jea.je20080092 · Cited by 23 · see citing works
Sasaki, A., Uehara, M., Horiuchi, N., Hasegawa, K., & Shimizu, T. (1997) · Diabetes Research and Clinical Practice · doi:10.1016/s0168-8227(97)00026-0 · Cited by 22 · see citing works
Teramoto, T., Sasaki, J., Ishibashi, S., Birou, S., Daida, H., Dohi, S., Egusa, G., Hiro, T., Hirobe, K., Iida, M., et al. (2013) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.19349 · Cited by 18 · see citing works
Self-citation[Hyperlipidemia and arteriosclerosis].
Mabuchi, H. (1998) · PubMed · Cited by 6 · see citing works
Hyperlipemia and arteriosclerosis.
宏, 馬. (1998) · Nihon Naika Gakkai Zasshi · doi:10.2169/naika.87.950 · Cited by 4 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- Journal of Health and Welfare Statistics (In Japanese), Health, Labour and Welfare Statistics Association, 2013/ 2014; 60: 57-58
- Nishimura K, Okamura T, Watanabe M, Nakai M, Take- gami M, Higashiyama A, Kokubo Y, Okayama A and EPOCH-JAPAN Research Group: Relation of blood pres- sure and all-cause mortality in 180000 Japanese partici- pants: pooled analysis of 13 cohort studies. Hypertension, 2008; 51: 1483-1491
- Journal of Health and Welfare Statistics (In Japanese), Health, Labour and Welfare Statistics Association, 2013/
Cited by
Sorted by citations
Kinoshita, M., Yokote, K., Arai, H., Iida, M., Ishigaki, Y., Ishibashi, S., Umemoto, S., Egusa, G., Ohmura, H., Okamura, T., et al. (2018) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.gl2017 · Cited by 813 · see citing works
Self-citationMajor Global Coronary Artery Calcium Guidelines
Golub, I. S., Termeie, O. G., Kristo, S., Schroeder, L. P., Lakshmanan, S., Shafter, A. M., Hussein, L., Verghese, D., Aldana-Bitar, J., Manubolu, V. S., et al. (2023) · JACC: Cardiovascular Imaging · doi:10.1016/j.jcmg.2022.06.018 · Cited by 243 · see citing works
Hirai, H., Asahi, K., Yamaguchi, S., Mori, H., Satoh, H., Iseki, K., Moriyama, T., Yamagata, K., Tsuruya, K., Fujimoto, S., et al. (2019) · Scientific Reports · doi:10.1038/s41598-019-39049-w · Cited by 22 · see citing works
Assessment of cardiovascular disease risk in Northern China: a cross-sectional study
Zhu, H., Xi, Y., Bao, H., Xu, X., Niu, L., Tao, Y., Cao, N., Wang, W., & Zhang, X. (2020) · Annals of Human Biology · doi:10.1080/03014460.2020.1779814 · Cited by 8 · see citing works
Cardiovascular risk and blood pressure lowering treatment among elderly individuals
Asayama, K., Ohkubo, T., Satoh, A., Tanaka, S., Higashiyama, A., Murakami, Y., Yamada, M., Saitoh, S., Okayama, A., Miura, K., et al. (2017) · Journal of Hypertension · doi:10.1097/hjh.0000000000001555 · Cited by 7 · see citing works
Self-citationKnowledge Translation for Cardiovascular Disease Research and Management in Japan
Shommu, N. S., & Turin, T. C. (2017) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.rv17007 · Cited by 3 · see citing works
Ohira, T. (2015) · Journal of Atherosclerosis and Thrombosis · doi:10.5551/jat.ed033 · Cited by 3 · see citing works
Noguchi, T., Ota, H., Matsumoto, N., Morita, Y., Oshita, A., Kawasaki, E., Kawasaki, T., Moriwaki, K., Kato, S., Fukui, K., et al. (2022) · Research Square · doi:10.21203/rs.3.rs-2040861/v1
Self-citationNoguchi, T., Ota, H., Matsumoto, N., Morita, Y., Oshita, A., Kawasaki, E., Kawasaki, T., Moriwaki, K., Kato, S., Fukui, K., et al. (2022) · Trials · doi:10.1186/s13063-022-06820-w
Self-citationNoguchi, T., Ota, H., Matsumoto, N., Morita, Y., Oshita, A., Kawasaki, E., Kawasaki, T., Moriwaki, K., Kato, S., Fukui, K., et al. (2022) · Figshare · doi:10.6084/m9.figshare.21393625
Self-citation
- Authors
- Nakai, M., Miyamoto, Y., Higashiyama, A., Murakami, Y., Nishimura, K., Yatsuya, H., Saitoh, S., Sakata, K., Iso, H., Miura, K., Ueshima, H., Okamura, T., & The EPOCH-JAPAN Research Group
- Affiliations
- National Cerebral and Cardiovascular Center (JP)
- Toho University (JP)
- Fujita Health University (JP)
- Sapporo Medical University (JP)
- Iwate Medical University (JP)
- The University of Osaka (JP)
- Shiga University of Medical Science (JP)
- Center for Epidemiologic Research in Asia
- Keio University (JP)
- ORCID
- Venue
- Journal of Atherosclerosis and Thrombosis
- Publisher
- Japan Atherosclerosis Society
- Published
- 2016
- Volume
- 23
- Issue
- 2
- Pages
- 176-195
- ISSN
- 1340-3478 (ISSN-L)
- 1880-3873
- OpenAlex
- W1917667530
- Cited by
- 10
- References
- 40
- Citations by year
- 2022: 4 · 2020: 1 · 2019: 1 · 2018: 1 · 2017: 2 · 2015: 1
- FWCI
- 1.43
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc-sa
- Locations
- Journal of Atherosclerosis and Thrombosis (publishedVersion, cc-by-nc-sa)
- PubMed (publishedVersion)
- Institutional Repositories DataBase (IRDB) (submittedVersion)
- Funders
- National Cerebral and Cardiovascular Center (22-4-5)
- Keio University
- Dokkyo Medical University
- Ministry of Health, Labour and Welfare (H26‐Junkankitou (Seisaku)‐Ippan‐001)
- Jichi Medical University
- Kanazawa Medical University
- Hokkaido University
- Fujita Health University
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health Promotion and Cardiovascular Prevention
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Health Sciences › Medicine › Epidemiology › Healthcare Systems and Public Health
- Keywords
- risk prediction model calibration, coronary artery disease mortality, stroke mortality, cardiovascular disease prevention, diabetes mellitus, sex differences, external validation
- MeSH terms
- Adult, Aged, Calibration, Cardiovascular Diseases, Female, Follow-Up Studies, Humans, Japan, Male, Middle Aged, Prognosis, Risk Factors, Cohort Studies, Biomarkers, Survival Rate, Risk Assessment
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