TY - JOUR
T1 - Multi-omics monitoring of drug response in rheumatoid arthritis in pursuit of molecular remission
AU - Tasaki, Shinya
AU - Suzuki, Katsuya
AU - Kassai, Yoshiaki
AU - Takeshita, Masaru
AU - Murota, Atsuko
AU - Kondo, Yasushi
AU - Ando, Tatsuya
AU - Nakayama, Yusuke
AU - Okuzono, Yuumi
AU - Takiguchi, Maiko
AU - Kurisu, Rina
AU - Miyazaki, Takahiro
AU - Yoshimoto, Keiko
AU - Yasuoka, Hidekata
AU - Yamaoka, Kunihiro
AU - Morita, Rimpei
AU - Yoshimura, Akihiko
AU - Toyoshiba, Hiroyoshi
AU - Takeuchi, Tsutomu
N1 - Funding Information:
Competing interests: S.T., Y.N., T.M. and H.T. were employed by Takeda Pharmaceutical Company Limited. Yo.K., T.A., Y.O., Mai.T. and R.K. are employed by Takeda Pharmaceutical Company Limited. Y.N. is employed by ONO Pharmaceutical. T. M. is employed by Nektar Therapeutics. H.T. is employed by FRONTEO. K.S. has received research grants from Eisai, Bristol-Myers Squibb, Kissei Pharmaceutical, and Daiichi Sankyo, and speaking fees from Abbie Japan, Astellas Pharma, Bristol-Myers Squibb, Chugai Pharmaceutical, Eisai, Fuji Film Limited, Janssen Pharmaceutical, Kissei Pharmaceutical, Mitsubishi Tanabe Pharmaceutical, Pfizer Japan, Shionogi, Takeda Pharmaceutical, and UCB Japan, consulting fees from Abbie, and Pfizer Japan. A.Y. has received speaking fees from Chugai Pharmaceutical, Mitsubishi Tanabe Pharmaceutical, Pfizer Japan, Ono Pharmaceutical, Maruho, and Novartis, and consulting fees from GSK Japan. Ku.Y. has received consultant fees from Pfizer, Chugai Pharma, Mitsubishi Tanabe Pharma, Abbvie, received honoraria from Pfizer, Chugai Pharma, Mitsubishi Tanabe Pharma, Bristol-Myers Squibb, Takeda Industrial Pharma, GlaxoSmithkline, Nippon Shinyaku, Eli lilly, Janssen Pharma, Eisai Pharma, Astellas Pharma, Actelion Pharmaceuticals and received research grants from Chugai Pharma, Mitsubishi Tanabe Pharma., and Glaxo Smith Kline. H.Y. has received research grants from Daiichi Sankyo, Takeda Pharmaceutical, Eisai, and Japan Blood Products Organization, and speaking fees from Abbie Japan, Bristol-Myers Squibb, Takeda Pharmaceutical, Chugai Pharmaceutical, and Eisai. T.T. has received research grants from Astellas Pharma Inc, Bristol-Myers K.K., Chugai Pharmaceutical Co. Ltd., Daiichi Sankyo Co. Ltd., Takeda Pharmaceutical Co. Ltd., Teijin Pharma Ltd., AbbVie GK, Asahikasei Pharma Corp., Mitsubishi Tanabe Pharma Co., Pfizer Japan Inc., and Taisho Toyama Pharmaceutical Co. Ltd., Eisai Co. Ltd., AYUMI Pharmaceutical Corporation, and Nipponkayaku Co. Ltd, and speaking fees from AbbVie GK., Bristol-Myers K.K., Chugai Pharmaceutical Co. Ltd., Mitsubishi Tanabe Pharma Co., Pfizer Japan Inc., and Astellas Pharma Inc., and Diaichi Sankyo Co. Ltd., and consultant fees from Astra Zeneca K.K., Eli Lilly Japan K.K., Novartis Pharma K.K., Mitsubishi Tanabe Pharma Co., Abbivie GK, Nipponkayaku Co. Ltd, Janssen Pharmaceutical K.K., Astellas Pharma Inc., and Taiho Pharmaceutical Co. Ltd. The remaining authors declare no competing interests.
Publisher Copyright:
© 2018 The Author(s).
PY - 2018/12/1
Y1 - 2018/12/1
N2 - Sustained clinical remission (CR) without drug treatment has not been achieved in patients with rheumatoid arthritis (RA). This implies a substantial difference between CR and the healthy state, but it has yet to be quantified. We report a longitudinal monitoring of the drug response at multi-omics levels in the peripheral blood of patients with RA. Our data reveal that drug treatments alter the molecular profile closer to that of HCs at the transcriptome, serum proteome, and immunophenotype level. Patient follow-up suggests that the molecular profile after drug treatments is associated with long-term stable CR. In addition, we identify molecular signatures that are resistant to drug treatments. These signatures are associated with RA independently of known disease severity indexes and are largely explained by the imbalance of neutrophils, monocytes, and lymphocytes. This high-dimensional phenotyping provides a quantitative measure of molecular remission and illustrates a multi-omics approach to understanding drug response.
AB - Sustained clinical remission (CR) without drug treatment has not been achieved in patients with rheumatoid arthritis (RA). This implies a substantial difference between CR and the healthy state, but it has yet to be quantified. We report a longitudinal monitoring of the drug response at multi-omics levels in the peripheral blood of patients with RA. Our data reveal that drug treatments alter the molecular profile closer to that of HCs at the transcriptome, serum proteome, and immunophenotype level. Patient follow-up suggests that the molecular profile after drug treatments is associated with long-term stable CR. In addition, we identify molecular signatures that are resistant to drug treatments. These signatures are associated with RA independently of known disease severity indexes and are largely explained by the imbalance of neutrophils, monocytes, and lymphocytes. This high-dimensional phenotyping provides a quantitative measure of molecular remission and illustrates a multi-omics approach to understanding drug response.
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U2 - 10.1038/s41467-018-05044-4
DO - 10.1038/s41467-018-05044-4
M3 - Article
C2 - 30013029
AN - SCOPUS:85050404860
SN - 2041-1723
VL - 9
JO - Nature communications
JF - Nature communications
IS - 1
M1 - 2755
ER -