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Wang Y, Zhao P, Chu C, Du MF, Zhang XY, Zou T, Hu GL, Zhou HW, Jia H, Liao YY, Chen C, Ma Q, Wang D, Yan Y, Sun Y, Wang KK, Niu ZJ, Zhang X, Man ZY, Wu YX, Wang L, Li HX, Zhang J, Li CH, Gao WH, Gao K, Lu WH, Desir GV, Delles C, Chen FY, Mu JJ. Associations of Long-Term Visit-to-Visit Blood Pressure Variability With Subclinical Kidney Damage and Albuminuria in Adulthood: a 30-Year Prospective Cohort Study. Hypertension 2022; 79:1247-1256. [PMID: 35360932 PMCID: PMC9093226 DOI: 10.1161/hypertensionaha.121.18658] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Recent evidence indicates that long-term visit-to-visit blood pressure variability (BPV) may be associated with risk of cardiovascular disease. We, therefore, aimed to determine the potential associations of long-term BPV from childhood to middle age with subclinical kidney damage (SKD) and albuminuria in adulthood. METHODS Using data from the ongoing cohort of Hanzhong Adolescent Hypertension study, which recruited children and adolescents aged 6 to 18 years at baseline, we assessed BPV by SD and average real variability (ARV) for 30 years (6 visits). Presence of SKD was defined as estimated glomerular filtration rate between 30 and 60 mL/min per 1.73 m2 or elevated urinary albumin-to creatinine ratio at least 30 mg/g. Albuminuria was defined as urinary albumin-to creatinine ratio ≥30 mg/g. RESULTS During 30 years of follow-up, of the 1771 participants, 204 SKD events occurred. After adjustment for demographic, clinical characteristics, and mean BP during 30 years, higher SDSBP , ARVSBP , SDDBP , ARVDBP , SDMAP , ARVMAP , and ARVPP were significantly associated with higher risk of SKD. When we used cumulative exposure to BP from childhood to adulthood instead of mean BP as adjustment factors, results were similar. In addition, greater long-term BPV was also associated with the risk of albuminuria. Long-term BPV from childhood to middle age was associated with higher risk of SKD and albuminuria in adulthood, independent of mean BP or cumulative exposure to BP during follow-up. CONCLUSIONS Identifying long-term BPV from early age may assist in predicting kidney disease and cardiovascular disease in later life.
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Affiliation(s)
- Yang Wang
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
- Global Health Institute, School of Public Health (Y.W.), Xi’an Jiaotong University Health Science Center, China
| | - Peng Zhao
- Department of Epidemiology and Biostatistics, School of Public Health (P.Z., F.-Y.C.), Xi’an Jiaotong University Health Science Center, China
| | - Chao Chu
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Ming-Fei Du
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Xiao-Yu Zhang
- Department of Cardiology, Northwest Women’s and Children’s Hospital of Xi’an Jiaotong University Health Science Center, China (X.-Y.Z.)
| | - Ting Zou
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Gui-Lin Hu
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Hao-Wei Zhou
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Hao Jia
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Yue-Yuan Liao
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Chen Chen
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Qiong Ma
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Dan Wang
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Yu Yan
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Yue Sun
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Ke-Ke Wang
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Ze-Jiaxin Niu
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Xi Zhang
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Zi-Yue Man
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Yong-Xing Wu
- Department of Critical Care Medicine (Y.-X.W.), First Affiliated Hospital of Xi’an Jiaotong University, China
| | - Lan Wang
- Department of Cardiology, Xi’an International Medical Center Hospital, China (L.W.)
| | - Hui-Xian Li
- Department of Nephrology (H.-X.L., W.-H.L.), First Affiliated Hospital of Xi’an Jiaotong University, China
| | - Jie Zhang
- Department of Cardiology (J.Z.), Xi’an People’s Hospital, China
| | - Chun-Hua Li
- Department of Ophthalmology (C.-H.L.), Xi’an People’s Hospital, China
| | - Wei-Hua Gao
- Department of Cardiology, Xi’an No.1 Hospital, China (W.-H.G.)
| | - Ke Gao
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
| | - Wan-Hong Lu
- Department of Nephrology (H.-X.L., W.-H.L.), First Affiliated Hospital of Xi’an Jiaotong University, China
| | - Gary V. Desir
- Section of Nephrology, Department of Medicine, Yale School of Medicine, New Haven, CT (G.V.D.)
| | - Christian Delles
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, United Kingdom (C.D.)
| | - Fang-Yao Chen
- Department of Epidemiology and Biostatistics, School of Public Health (P.Z., F.-Y.C.), Xi’an Jiaotong University Health Science Center, China
| | - Jian-Jun Mu
- Department of Cardiovascular Medicine (Y.W., C. Chu, M.-F.D., T.Z., G.-L.H., H.-W.Z., H.J., Y.-Y.L., C. Chen, Q.M., D.W., Y.Y., Y.S., K.-K.W., Z.-J.N., X.Z., Z.-Y.M., K.G., J.-J.M.)
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Yano Y, Fujimoto S, Kramer H, Sato Y, Konta T, Iseki K, Iseki C, Moriyama T, Yamagata K, Tsuruya K, Narita I, Kondo M, Kimura K, Asahi K, Kurahashi I, Ohashi Y, Watanabe T. Long-Term Blood Pressure Variability, New-Onset Diabetes Mellitus, and New-Onset Chronic Kidney Disease in the Japanese General Population. Hypertension 2015; 66:30-6. [PMID: 25987664 DOI: 10.1161/hypertensionaha.115.05472] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Accepted: 04/07/2015] [Indexed: 12/19/2022]
Abstract
Whether long-term blood pressure (BP) variability among individuals without diabetes mellitus is associated with new-onset chronic kidney disease (CKD) risk, independently of other BP parameters (eg, mean BP, cumulative exposure to BP) and metabolic profile changes during follow-up, remains uncertain. We used data from a nationwide study of 48 587 Japanese adults aged 40 to 74 years (mean age, 61.7 years; 39% men) without diabetes mellitus or CKD (estimated glomerular filtration rate <60 mL/min per 1.73 m2 or proteinuria by dipstick). BP was measured at baseline and during 3 annual follow-up visits (4 visits). BP variability was defined as standard deviation (SD) and average real variability during the 4 visits. At the year 3 follow-up visit, 6.3% of the population had developed CKD. In multivariable-adjusted logistic regression models, 1 SD increases in SDSBP (per 5 mmHg), SDDBP (per 3 mmHg), average real variabilitySBP (per 6 mmHg), and average real variabilityDBP (per 4 mmHg) were associated with new-onset CKD (odds ratios [ORs] and 95% confidence intervals, 1.15 [1.11-1.20], 1.08 [1.04-1.12], 1.13 [1.09-1.17], 1.06 [1.02-1.10], respectively; all P<0.01) after adjustment for clinical characteristics, and with mean BP from year 0 to year 3. The associations of SDBP and average real variabilityBP with CKD remained significant after additional adjustments for metabolic parameter changes during follow-up (ORs, 1.06-1.15; all P<0.01). Sensitivity analyses by sex, antihypertensive medication use, and the presence of hypertension showed similar conclusions. Among those in the middle-aged and elderly general population without diabetes mellitus, long-term BP variability during 3 years was associated with new-onset CKD risk, independently of mean or cumulative exposure to BP and metabolic profile changes during follow-up.
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Affiliation(s)
- Yuichiro Yano
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.).
| | - Shouichi Fujimoto
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.).
| | - Holly Kramer
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Yuji Sato
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Tsuneo Konta
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Kunitoshi Iseki
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Chiho Iseki
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Toshiki Moriyama
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Kunihiro Yamagata
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Kazuhiko Tsuruya
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Ichiei Narita
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Masahide Kondo
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Kenjiro Kimura
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Koichi Asahi
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Issei Kurahashi
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Yasuo Ohashi
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
| | - Tsuyoshi Watanabe
- From the Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL (Y.Y.); Department of Hemovascular Medicine and Artificial Organs, Faculty of Medicine (S.F.) and Dialysis Division, University of Miyazaki Hospital (Y.S.), University of Miyazaki, Miyazaki, Japan; Department of Public Health Sciences (H.K.) and Division of Nephrology and Hypertension (H.K.), Loyola Medical Center, Maywood, IL; Department of Cardiology, Pulmonology, and Nephrology, Yamagata University School of Medicine, Yamagata, Japan (T.K.); Dialysis Unit, University Hospital of the Ryukyus, Okinawa, Japan (K.I., C.I.); Health Care Center, Osaka University, Osaka, Japan (T.M.); Department of Nephrology (K.Y.) and Department of Health Care Policy and Health Economics (M.K.), Faculty of Medicine, University of Tsukuba, Ibarak, Japan; Department of Integrated Therapy for Chronic Kidney Disease, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan (K.T.); Division of Clinical Nephrology and Rheumatology, Niigata University Medical School, Nigata, Japan (I.N.); Division of Nephrology and Hypertension, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan (K.K.); Department of Nephrology, Hypertension, Diabetology, Endocrinology and Metabolism, School of Medicine, Fukushima Medical University, Fukushima, Japan (K.A., T.W.); iAnalysis LLC, Tokyo, Japan (K.I); and Department of Integrated Science and Engineering for Sustainable Society, Chuo University, Tokyo, Japan (Y.O.)
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