Distinct clinical outcomes based on multiple serum cytokine and chemokine profiles rather than autoantibody profiles and ultrasound findings in rheumatoid arthritis: a prospective ultrasound cohort study
Yukitaka Ueki,
Tom W J Huizinga,
René E M Toes,
Shoichi Fukui,
Tomoki Origuchi,
Takahiro Maeda,
Atsushi Kawakami,
Tomohiro Koga,
Naoki Matsuoka,
Toshihiko Hidaka,
Naoki Iwamoto,
Mami Tamai,
Shin-ya Kawashiri,
Akitomo Okada,
Ayako Nishino,
Tamami Yoshitama,
Takahisa Suzuki,
Toshimasa Shimizu,
Shimpei Morimoto,
Tomomi Tsuru,
Karin A J van Schie,
Masahiro Ayano,
Remi Sumiyoshi,
Yushiro Endo,
Tohru Michitsuji,
Kaori Furukawa,
Masataka Umeda,
Nobutaka Eiraku,
Hiroaki Hamada
Affiliations
Yukitaka Ueki
Kyushu Multicenter Rheumatoid Arthritis Ultrasound Prospective Observational Cohort Study Group, Nagasaki, Japan
Tom W J Huizinga
1 Department of Rheumatology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
René E M Toes
1 Department of Rheumatology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
Shoichi Fukui
Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Tomoki Origuchi
Nagasaki University, Department of Immunology and Rheumatology, Unit of Advanced Preventive Medical Sciences, Division of Advanced Preventive Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Takahiro Maeda
Department of General Medicine, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Atsushi Kawakami
2 Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Tomohiro Koga
Nagasaki University, Department of Immunology and Rheumatology, Unit of Advanced Preventive Medical Sciences, Division of Advanced Preventive Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Naoki Matsuoka
6Nagasaki Medical Hospital of Rheumatology, Nagasaki, Japan
Toshihiko Hidaka
3 Institute of Rheumatology, Zenjinkai Shimin-no-Mori Hospital, Miyazaki, Japan
Naoki Iwamoto
Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Mami Tamai
4 Department of Immunology and Rheumatology, Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
Shin-ya Kawashiri
4 Department of Immunology and Rheumatology, Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
Akitomo Okada
5Department of Rheumatology, Japanese Red Cross Nagasaki Genbaku Hospital, Nagasaki, Japan
Ayako Nishino
Unit of Translational Medicine, Department of Immunology and Rheumatology, Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
Tamami Yoshitama
Yoshitama rheumatology clinic, Kirishima, Japan
Takahisa Suzuki
1 Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Toshimasa Shimizu
Nagasaki University, Department of Immunology and Rheumatology, Unit of Advanced Preventive Medical Sciences, Division of Advanced Preventive Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Shimpei Morimoto
Department of Immunology and Rheumatology, Division of Advanced Preventive Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
Tomomi Tsuru
4 PS Clinic, Fukuoka, Japan
Karin A J van Schie
Rheumatology, Leiden University Medical Center, Leiden, The Netherlands
Masahiro Ayano
Department of Medicine and Biosystemic Science, Kyushu University, Fukuoka, Japan
Remi Sumiyoshi
Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Yushiro Endo
Nagasaki University, Department of Immunology and Rheumatology, Unit of Advanced Preventive Medical Sciences, Division of Advanced Preventive Medical Sciences, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Tohru Michitsuji
Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Kaori Furukawa
Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Masataka Umeda
Department of Immunology and Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
Nobutaka Eiraku
Kyushu Multicenter Rheumatoid Arthritis Ultrasound Prospective Observational Cohort Study Group, Nagasaki, Japan
Hiroaki Hamada
Kyushu Multicenter Rheumatoid Arthritis Ultrasound Prospective Observational Cohort Study Group, Nagasaki, Japan
Objectives To evaluate the potential of clinical factors, ultrasound findings, serum autoantibodies, and serum cytokine and chemokine profiles as predictors of clinical outcomes in rheumatoid arthritis (RA).Patients and methods We included 200 patients with RA treated with biological and targeted synthetic disease-modifying antirheumatic drugs in a prospective multicentre ultrasound cohort study. Their serum levels of multiple cytokines and chemokines, rheumatoid factors, and serum autoantibodies (anti-cyclic citrullinated peptide-2 (anti-CCP2) and anti-carbamylated protein antibodies) were measured at baseline, 3 months and 12 months.Results Dimensionality reduction using 38 cytokines and chemokines demonstrated four distinct clusters that differed significantly regarding the frequencies of remission defined by clinical composite measures and ultrasound evaluations. Prominent differences in IL-1β, IL-5, IL-7, IL-10, IFNγ, GRO, IP-10, MCP-1 and MIP-1β characterised the between-cluster differences. Two distinct groups made of four clusters showed a significant difference in IgM-anti-CCP2 positivity. The least absolute shrinkage and selection operator regression of 38 cytokines and chemokines for Clinical Disease Activity Index (CDAI) remission at 12 months resulted in the selection of MIP-1β. Logistic regression using baseline levels of anti-citrullinated protein antibody, IgM-anti-CCP2 positivity, the CDAI, the total power Doppler score, the cluster by cytokines and chemokines, MIP-1β, methotrexate dose and mechanisms of action revealed that cluster by cytokines and chemokines was the sole significant factor for CDAI remission at 12 months.Conclusions Specific patterns of cytokines and chemokines—no other clinical factors and autoantibody profiles—were important to distinguish patients with RA achieving remission at 12 months.Trial registration number UMIN000012524.