Clinical phenotypes of ANCA-associated vasculitis using ensemble clustering: prognostic and therapeutic insights from two Japanese cohorts

Hironori Inoue, Takashi Kida, Kazuki Fujioka, Satoshi Omura, Takuya Yanagida, Yuki Shimada, Junya Kitai, Takahiro Seno, Masataka Kohno, Daiki Nakagomi, Yoshiyuki Abe, Makoto Wada, Naoho Takizawa, Atsushi Nomura, Yuji Kukida, Naoya Kondo, Hirosuke Takagi, Koji Endo, Shintaro Hirata, Naoto Azuma, Tohru Takeuchi, Shoichi Fukui, Kazuro Kamada, Ryo Yanai, Yusuke Matsuo, Yasuhiro Shimojima, Ryo Nishioka, Ryota Okazaki, Tomoaki Takata, Mayuko Moriyama, Ayuko Takatani, Yoshia Miyawaki, Tsuyoshi Shirai, Hiroaki Dobashi, Takafumi Ito, Isao Matsumoto, Toshihiko Takada, Toshiko Ito-Ihara, Nobuyuki Yajima, Takashi Kawaguchi, Hidekazu Ikeuchi, Izaya Nakaya, Kumiko Shimoyama, Koichi Amano, Tomomi Endo, Yusuke Ushio, Yoshinori Komagata, Taio Naniwa, Atsushi Kawakami, Tomoaki Higuchi, Kenji Nagasaka, Haruhito A Uchida, Naoto Tamura, Yutaka Kawahito, Unknown, Masao Kikuchi, Hiroshi Akazawa, Tatsuya Atsumi, Tomonori Ishii, Tamihiro Kawakami, Hajime Kono, Yoshinori Matsumoto, Hiroaki Niiro, Natsuka Umezawa, Kotaro Matsumoto, Toshihiro Nanki, Ishizaki Jun, Kan Kishibe, Masashi Bando, Takao Fujii, Yasuhiro Maejima, Hajime Yoshifuji, Akinori Hara, Mamoru Ayusawa, Shuichi Ito, Mitsuyo Itabashi, Shinya Yamamoto, Masao Ogura, Toshiaki Usui, Kazunori Karasawa, Shoichiro Kanda, Takashi Kanda, Masanari Kodera, Miki Suzuki, Masaya Saito, Kiyoshi Sekiya, Naoko Nakano, Hiroko Nagafuchi, Hiroshi Nakajima, Motoshi Hattori, Kunihiro Ichinose, Masahiro Yamamura, Wako Yumura, Naoko Ishiguro, Maiko Tanaka, Shigeru Shibata, Ken-Ei Sada, Naotake Tsuboi, Naomi Iwata, Susumu Sakamoto, Masami Mizuno, Daisuke Kobayashi, Hiromichi Tamaki, Norihiro Kokudo, Aya Kawasaki, Eisuke Inoue, Fumihiko Matsuda, Yoshihisa Yamano, Shinji Kosugi, Motomu Hashimoto

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DOI: 10.1093/rheumatology/keag483
Published: 2026-09-01
Container: Rheumatology
Publisher: Oxford University Press (OUP)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1093/rheumatology/keag483,
  title = {Clinical phenotypes of ANCA-associated vasculitis using ensemble clustering: prognostic and therapeutic insights from two Japanese cohorts},
  author = {Hironori Inoue and Takashi Kida and Kazuki Fujioka and Satoshi Omura and Takuya Yanagida and Yuki Shimada and Junya Kitai and Takahiro Seno and Masataka Kohno and Daiki Nakagomi and Yoshiyuki Abe and Makoto Wada and Naoho Takizawa and Atsushi Nomura and Yuji Kukida and Naoya Kondo and Hirosuke Takagi and Koji Endo and Shintaro Hirata and Naoto Azuma and Tohru Takeuchi and Shoichi Fukui and Kazuro Kamada and Ryo Yanai and Yusuke Matsuo and Yasuhiro Shimojima and Ryo Nishioka and Ryota Okazaki and Tomoaki Takata and Mayuko Moriyama and Ayuko Takatani and Yoshia Miyawaki and Tsuyoshi Shirai and Hiroaki Dobashi and Takafumi Ito and Isao Matsumoto and Toshihiko Takada and Toshiko Ito-Ihara and Nobuyuki Yajima and Takashi Kawaguchi and Hidekazu Ikeuchi and Izaya Nakaya and Kumiko Shimoyama and Koichi Amano and Tomomi Endo and Yusuke Ushio and Yoshinori Komagata and Taio Naniwa and Atsushi Kawakami and Tomoaki Higuchi and Kenji Nagasaka and Haruhito A Uchida and Naoto Tamura and Yutaka Kawahito and Unknown and Masao Kikuchi and Hiroshi Akazawa and Tatsuya Atsumi and Tomonori Ishii and Tamihiro Kawakami and Hajime Kono and Yoshinori Matsumoto and Hiroaki Niiro and Natsuka Umezawa and Kotaro Matsumoto and Toshihiro Nanki and Ishizaki Jun and Kan Kishibe and Masashi Bando and Takao Fujii and Yasuhiro Maejima and Hajime Yoshifuji and Akinori Hara and Mamoru Ayusawa and Shuichi Ito and Mitsuyo Itabashi and Shinya Yamamoto and Masao Ogura and Toshiaki Usui and Kazunori Karasawa and Shoichiro Kanda and Takashi Kanda and Masanari Kodera and Miki Suzuki and Masaya Saito and Kiyoshi Sekiya and Naoko Nakano and Hiroko Nagafuchi and Hiroshi Nakajima and Motoshi Hattori and Kunihiro Ichinose and Masahiro Yamamura and Wako Yumura and Naoko Ishiguro and Maiko Tanaka and Shigeru Shibata and Ken-Ei Sada and Naotake Tsuboi and Naomi Iwata and Susumu Sakamoto and Masami Mizuno and Daisuke Kobayashi and Hiromichi Tamaki and Norihiro Kokudo and Aya Kawasaki and Eisuke Inoue and Fumihiko Matsuda and Yoshihisa Yamano and Shinji Kosugi and Motomu Hashimoto},
  year = {2026},
  journal = {Rheumatology},
  doi = {10.1093/rheumatology/keag483},
  url = {https://doi.org/10.1093/rheumatology/keag483}
}

RIS

TY  - JOUR
TI  - Clinical phenotypes of ANCA-associated vasculitis using ensemble clustering: prognostic and therapeutic insights from two Japanese cohorts
AU  - Hironori Inoue
AU  - Takashi Kida
AU  - Kazuki Fujioka
AU  - Satoshi Omura
AU  - Takuya Yanagida
AU  - Yuki Shimada
AU  - Junya Kitai
AU  - Takahiro Seno
AU  - Masataka Kohno
AU  - Daiki Nakagomi
AU  - Yoshiyuki Abe
AU  - Makoto Wada
AU  - Naoho Takizawa
AU  - Atsushi Nomura
AU  - Yuji Kukida
AU  - Naoya Kondo
AU  - Hirosuke Takagi
AU  - Koji Endo
AU  - Shintaro Hirata
AU  - Naoto Azuma
AU  - Tohru Takeuchi
AU  - Shoichi Fukui
AU  - Kazuro Kamada
AU  - Ryo Yanai
AU  - Yusuke Matsuo
AU  - Yasuhiro Shimojima
AU  - Ryo Nishioka
AU  - Ryota Okazaki
AU  - Tomoaki Takata
AU  - Mayuko Moriyama
AU  - Ayuko Takatani
AU  - Yoshia Miyawaki
AU  - Tsuyoshi Shirai
AU  - Hiroaki Dobashi
AU  - Takafumi Ito
AU  - Isao Matsumoto
AU  - Toshihiko Takada
AU  - Toshiko Ito-Ihara
AU  - Nobuyuki Yajima
AU  - Takashi Kawaguchi
AU  - Hidekazu Ikeuchi
AU  - Izaya Nakaya
AU  - Kumiko Shimoyama
AU  - Koichi Amano
AU  - Tomomi Endo
AU  - Yusuke Ushio
AU  - Yoshinori Komagata
AU  - Taio Naniwa
AU  - Atsushi Kawakami
AU  - Tomoaki Higuchi
AU  - Kenji Nagasaka
AU  - Haruhito A Uchida
AU  - Naoto Tamura
AU  - Yutaka Kawahito
AU  - Unknown
AU  - Masao Kikuchi
AU  - Hiroshi Akazawa
AU  - Tatsuya Atsumi
AU  - Tomonori Ishii
AU  - Tamihiro Kawakami
AU  - Hajime Kono
AU  - Yoshinori Matsumoto
AU  - Hiroaki Niiro
AU  - Natsuka Umezawa
AU  - Kotaro Matsumoto
AU  - Toshihiro Nanki
AU  - Ishizaki Jun
AU  - Kan Kishibe
AU  - Masashi Bando
AU  - Takao Fujii
AU  - Yasuhiro Maejima
AU  - Hajime Yoshifuji
AU  - Akinori Hara
AU  - Mamoru Ayusawa
AU  - Shuichi Ito
AU  - Mitsuyo Itabashi
AU  - Shinya Yamamoto
AU  - Masao Ogura
AU  - Toshiaki Usui
AU  - Kazunori Karasawa
AU  - Shoichiro Kanda
AU  - Takashi Kanda
AU  - Masanari Kodera
AU  - Miki Suzuki
AU  - Masaya Saito
AU  - Kiyoshi Sekiya
AU  - Naoko Nakano
AU  - Hiroko Nagafuchi
AU  - Hiroshi Nakajima
AU  - Motoshi Hattori
AU  - Kunihiro Ichinose
AU  - Masahiro Yamamura
AU  - Wako Yumura
AU  - Naoko Ishiguro
AU  - Maiko Tanaka
AU  - Shigeru Shibata
AU  - Ken-Ei Sada
AU  - Naotake Tsuboi
AU  - Naomi Iwata
AU  - Susumu Sakamoto
AU  - Masami Mizuno
AU  - Daisuke Kobayashi
AU  - Hiromichi Tamaki
AU  - Norihiro Kokudo
AU  - Aya Kawasaki
AU  - Eisuke Inoue
AU  - Fumihiko Matsuda
AU  - Yoshihisa Yamano
AU  - Shinji Kosugi
AU  - Motomu Hashimoto
PY  - 2026
JO  - Rheumatology
DO  - 10.1093/rheumatology/keag483
UR  - https://doi.org/10.1093/rheumatology/keag483
ER  -

APA

Inoue, H., Kida, T., Fujioka, K., Omura, S., Yanagida, T., Shimada, Y., Kitai, J., Seno, T., Kohno, M., Nakagomi, D., Abe, Y., Wada, M., Takizawa, N., Nomura, A., Kukida, Y., Kondo, N., Takagi, H., Endo, K., Hirata, S., Azuma, N., Takeuchi, T., Fukui, S., Kamada, K., Yanai, R., Matsuo, Y., Shimojima, Y., Nishioka, R., Okazaki, R., Takata, T., Moriyama, M., Takatani, A., Miyawaki, Y., Shirai, T., Dobashi, H., Ito, T., Matsumoto, I., Takada, T., Ito-Ihara, T., Yajima, N., Kawaguchi, T., Ikeuchi, H., Nakaya, I., Shimoyama, K., Amano, K., Endo, T., Ushio, Y., Komagata, Y., Naniwa, T., Kawakami, A., Higuchi, T., Nagasaka, K., Uchida, H. A., Tamura, N., Kawahito, Y., Unknown, Kikuchi, M., Akazawa, H., Atsumi, T., Ishii, T., Kawakami, T., Kono, H., Matsumoto, Y., Niiro, H., Umezawa, N., Matsumoto, K., Nanki, T., Jun, I., Kishibe, K., Bando, M., Fujii, T., Maejima, Y., Yoshifuji, H., Hara, A., Ayusawa, M., Ito, S., Itabashi, M., Yamamoto, S., Ogura, M., Usui, T., Karasawa, K., Kanda, S., Kanda, T., Kodera, M., Suzuki, M., Saito, M., Sekiya, K., Nakano, N., Nagafuchi, H., Nakajima, H., Hattori, M., Ichinose, K., Yamamura, M., Yumura, W., Ishiguro, N., Tanaka, M., Shibata, S., Sada, K., Tsuboi, N., Iwata, N., Sakamoto, S., Mizuno, M., Kobayashi, D., Tamaki, H., Kokudo, N., Kawasaki, A., Inoue, E., Matsuda, F., Yamano, Y., Kosugi, S., & Hashimoto, M. (2026). Clinical phenotypes of ANCA-associated vasculitis using ensemble clustering: prognostic and therapeutic insights from two Japanese cohorts. Rheumatology. https://doi.org/10.1093/rheumatology/keag483

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