Deep learning analysis of clinical course of primary nephrotic syndrome: Japan Nephrotic Syndrome Cohort Study (JNSCS).

Journal: Clinical and experimental nephrology
PMID:

Abstract

BACKGROUND: Prognosis of nephrotic syndrome has been evaluated based on pathological diagnosis, whereas its clinical course is monitored using objective items and the treatment strategy is largely the same. We examined whether the entire natural history of nephrotic syndrome could be evaluated using objective common clinical items.

Authors

  • Tomonori Kimura
    Reverse Translational Research Project, Center for Rare Disease Research, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Ibaraki, Osaka, Japan. t-kimura@nibiohn.go.jp.
  • Ryohei Yamamoto
    Department of Urology, Akita University School of Medicine, Akita, Japan.
  • Mitsuaki Yoshino
    Reverse Translational Research Project, Center for Rare Disease Research, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Ibaraki, Osaka, Japan.
  • Ryuichi Sakate
    Reverse Translational Research Project, Center for Rare Disease Research, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Ibaraki, Osaka, Japan.
  • Enyu Imai
    Nakayamadera Imai Clinic, Takarazuka, Hyogo, Japan.
  • Shoichi Maruyama
    Department of Nephrology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan.
  • Hitoshi Yokoyama
    Department of Nephrology, Kanazawa Medical University School of Medicine, Kanazawa, Japan.
  • Hitoshi Sugiyama
    Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan.
  • Kosaku Nitta
    The Committee of Renal Data Registry, Japanese Society for Dialysis Therapy, Tokyo, Japan.
  • Tatsuo Tsukamoto
    Department of Nephrology and Dialysis, Kitano Hospital, Tazuke Kofukai Medical Research Institute, Osaka, Japan.
  • Shunya Uchida
    Department of Internal Medicine, Teikyo University School of Medicine, Tokyo, Japan.
  • Asami Takeda
    Kidney Disease Center, Japanese Red Cross Nagoya Daini Hospital, Nagoya, Aichi, Japan.
  • Toshinobu Sato
    Department of Nephrology, JCHO Sendai Hospital, Sendai, Miyagi, Japan.
  • Takashi Wada
    Department of Nephrology and Laboratory Medicine, Kanazawa University, Kanazawa, Japan.
  • Hiroki Hayashi
    Department of Nephrology, Fujita Health University School of Medicine, Toyoake, Aichi, Japan.
  • Yasuhiro Akai
    First Department of Internal Medicine, Nara Medical University, Nara, Japan.
  • Megumu Fukunaga
    Division of Nephrology, Department of Internal Medicine, Toyonaka Municipal Hospital, Toyonaka, Osaka, Japan.
  • Kazuhiko Tsuruya
    The Japan Specific Health Checkups Study (J-SHC Study) Group, Fukushima, Japan.
  • Kosuke Masutani
    Division of Nephrology and Rheumatology, Department of Internal Medicine, Faculty of Medicine, Fukuoka University, Fukuoka, Japan.
  • Tsuneo Konta
    Department of Public Health and Hygiene, Yamagata University School of Medicine, 2-2-2, Iida-Nishi, Yamagata, 990-9585, Japan. kkonta@med.id.yamagata-u.ac.jp.
  • Tatsuya Shoji
    Department of Kidney Disease and Hypertension, Osaka General Medical Center, Osaka, Japan.
  • Takeyuki Hiramatsu
    Department of Nephrology, Konan Kosei Hospital, Konan, Aichi, Japan.
  • Shunsuke Goto
    Division of Nephrology and Kidney Center, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan.
  • Hirofumi Tamai
    Department of Nephrology, Anjo Kosei hospital, Anjo, Aichi, Japan.
  • Saori Nishio
    Division of Rheumatology, Endocrinology and Nephrology, Hokkaido University Graduate School of Medicine, Sapporo, Japan.
  • Kojiro Nagai
    Department of Nephrology, Tokushima University Graduate School of Biomedical Science, 3-18-15 Kuramoto-cho, Tokushima, Tokushima, 770-8503, Japan.
  • Kunihiro Yamagata
    Department of Nephrology, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan.
  • Hideo Yasuda
    Internal Medicine 1, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan.
  • Shizunori Ichida
    Department of Nephrology, Japanese Red Cross Nagoya Daiichi Hospital, Nagoya, Aichi, Japan.
  • Tomohiko Naruse
    Department of Nephrology, Kasugai Municipal Hospital, Kasugai, Aichi, Japan.
  • Tomoya Nishino
    Department of Nephrology, Nagasaki University Hospital, Nagasaki, Japan.
  • Hiroshi Sobajima
    Department of Diabetology and Nephrology, Ogaki Municipal Hospital, Ogaki, Ogagki, Japan.
  • Toshiyuki Akahori
    Department of Nephrology, Chutoen General Medical Center, Kakegawa, Shizuoka, Japan.
  • Takafumi Ito
    Division of Nephrology, Shimane University Hospital, Izumo, Shimane, Japan.
  • Yoshio Terada
    Department of Endocrinology, Metabolism and Nephrology, Kochi Medical School, Kochi University, Kochi, Japan.
  • Ritsuko Katafuchi
    Kideny Unit, National Hospital Organization, Fukuoka-Higashi Medical Center, Koga, Fukuoka, Japan.
  • Shouichi Fujimoto
    The Japan Specific Health Checkups Study (J-SHC Study) Group, Fukushima, Japan.
  • Hirokazu Okada
    Department of Nephrology, Saitama Medical University, Iruma, Saitama, Japan.
  • Tetsushi Mimura
    Department of Nephrology, Gifu Prefectural Tajimi Hospital, Tajimi, Gifu, Japan.
  • Satoshi Suzuki
    Department of Infectious Diseases, Tohoku University Graduate School of Medicine 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan.
  • Yosuke Saka
    Department of Nephrology, Yokkaichi Municipal Hospital, Yokkaichi, Mie, Japan.
  • Tadashi Sofue
    Department of Cardiorenal and Cerebrovascular Medicine, Kagawa University, Takamatsu, Kagawa, Japan.
  • Kiyoki Kitagawa
    Division of Internal Medicine, National Hospital Organization Kanazawa Medical Center, Kahoku, Kanazawa, Japan.
  • Yoshiro Fujita
    Department of Nephrology, Chubu Rosai Hospital, Nagoya, Aichi, Japan.
  • Makoto Mizutani
    Department of Nephrology, Handa City Hospital, Handa, Aichi, Japan.
  • Naoki Kashihara
    Department of Nephrology and Hypertension, Kawasaki Medical School, Kurashiki, Okayama, Japan.
  • Hiroshi Sato
  • Ichiei Narita
    Division of Clinical Nephrology and Rheumatology, Niigata University Graduate School of Medical and Dental Science, Niigata, Japan.
  • Yoshitaka Isaka
    Department of Nephrology, Osaka University Graduate School of Medicine, Suita, Japan.