Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.

<h4>Objectives</h4>We aimed to explore the associations of musculoskeletal inflammation patterns with peripheral blood innate lymphoid cell (ILC) populations, serum cytokines/chemokines, and treatment response to methotrexate in patients with rheumatoid arthritis (RA) and spondyloarthrit...

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Main Authors: Manami Kato, Kei Ikeda, Takahiro Sugiyama, Shigeru Tanaka, Kazuma Iida, Kensuke Suga, Nozomi Nishimura, Norihiro Mimura, Tadamichi Kasuya, Takashi Kumagai, Hiroki Furuya, Taro Iwamoto, Arifumi Iwata, Shunsuke Furuta, Akira Suto, Kotaro Suzuki, Eiryo Kawakami, Hiroshi Nakajima
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0252116
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spelling doaj-a39af186c627418fb57e583bfabdf9e72021-06-09T04:30:06ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01165e025211610.1371/journal.pone.0252116Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.Manami KatoKei IkedaTakahiro SugiyamaShigeru TanakaKazuma IidaKensuke SugaNozomi NishimuraNorihiro MimuraTadamichi KasuyaTakashi KumagaiHiroki FuruyaTaro IwamotoArifumi IwataShunsuke FurutaAkira SutoKotaro SuzukiEiryo KawakamiHiroshi Nakajima<h4>Objectives</h4>We aimed to explore the associations of musculoskeletal inflammation patterns with peripheral blood innate lymphoid cell (ILC) populations, serum cytokines/chemokines, and treatment response to methotrexate in patients with rheumatoid arthritis (RA) and spondyloarthritis (SpA).<h4>Methods</h4>We enrolled 100 patients with either RA or SpA and performed ultrasound to evaluate power Doppler signals for synovitis (52 joint regions), tenosynovitis (20 tendons), and enthesitis (44 sites). We performed clustering analysis using unsupervised random forest based on the multi-axis ultrasound information and classified the patients into groups. We identified and counted ILC1-3 populations in the peripheral blood by flow cytometry and also measured the serum levels of 20 cytokines/chemokines. We also determined ACR20 response at 3 months in 38 patients who began treatment with methotrexate after study assessment.<h4>Results</h4>Synovitis was more prevalent and severe in RA than in SpA, whereas tenosynovitis and enthesitis were comparable between RA and SpA. Patients were classified into two groups which represented synovitis-dominant and synovitis-nondominant inflammation patterns. While peripheral ILC counts were not significantly different between RA and SpA, they were significantly higher in the synovitis-nondominant group than in the synovitis-dominant group (ILC1-3: p = 0.0007, p = 0.0061, and p = 0.0002, respectively). On the other hand, clustering of patients based on serum cytokines/chemokines did not clearly correspond either to clinical diagnoses or to synovitis-dominant/nondominant patterns. The synovitis-dominant pattern was the most significant factor that predicted clinical response to methotrexate (p = 0.0065).<h4>Conclusions</h4>Musculoskeletal inflammation patterns determined by ultrasound are associated with peripheral ILC counts and could predict treatment response to methotrexate.https://doi.org/10.1371/journal.pone.0252116
collection DOAJ
language English
format Article
sources DOAJ
author Manami Kato
Kei Ikeda
Takahiro Sugiyama
Shigeru Tanaka
Kazuma Iida
Kensuke Suga
Nozomi Nishimura
Norihiro Mimura
Tadamichi Kasuya
Takashi Kumagai
Hiroki Furuya
Taro Iwamoto
Arifumi Iwata
Shunsuke Furuta
Akira Suto
Kotaro Suzuki
Eiryo Kawakami
Hiroshi Nakajima
spellingShingle Manami Kato
Kei Ikeda
Takahiro Sugiyama
Shigeru Tanaka
Kazuma Iida
Kensuke Suga
Nozomi Nishimura
Norihiro Mimura
Tadamichi Kasuya
Takashi Kumagai
Hiroki Furuya
Taro Iwamoto
Arifumi Iwata
Shunsuke Furuta
Akira Suto
Kotaro Suzuki
Eiryo Kawakami
Hiroshi Nakajima
Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.
PLoS ONE
author_facet Manami Kato
Kei Ikeda
Takahiro Sugiyama
Shigeru Tanaka
Kazuma Iida
Kensuke Suga
Nozomi Nishimura
Norihiro Mimura
Tadamichi Kasuya
Takashi Kumagai
Hiroki Furuya
Taro Iwamoto
Arifumi Iwata
Shunsuke Furuta
Akira Suto
Kotaro Suzuki
Eiryo Kawakami
Hiroshi Nakajima
author_sort Manami Kato
title Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.
title_short Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.
title_full Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.
title_fullStr Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.
title_full_unstemmed Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.
title_sort associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
description <h4>Objectives</h4>We aimed to explore the associations of musculoskeletal inflammation patterns with peripheral blood innate lymphoid cell (ILC) populations, serum cytokines/chemokines, and treatment response to methotrexate in patients with rheumatoid arthritis (RA) and spondyloarthritis (SpA).<h4>Methods</h4>We enrolled 100 patients with either RA or SpA and performed ultrasound to evaluate power Doppler signals for synovitis (52 joint regions), tenosynovitis (20 tendons), and enthesitis (44 sites). We performed clustering analysis using unsupervised random forest based on the multi-axis ultrasound information and classified the patients into groups. We identified and counted ILC1-3 populations in the peripheral blood by flow cytometry and also measured the serum levels of 20 cytokines/chemokines. We also determined ACR20 response at 3 months in 38 patients who began treatment with methotrexate after study assessment.<h4>Results</h4>Synovitis was more prevalent and severe in RA than in SpA, whereas tenosynovitis and enthesitis were comparable between RA and SpA. Patients were classified into two groups which represented synovitis-dominant and synovitis-nondominant inflammation patterns. While peripheral ILC counts were not significantly different between RA and SpA, they were significantly higher in the synovitis-nondominant group than in the synovitis-dominant group (ILC1-3: p = 0.0007, p = 0.0061, and p = 0.0002, respectively). On the other hand, clustering of patients based on serum cytokines/chemokines did not clearly correspond either to clinical diagnoses or to synovitis-dominant/nondominant patterns. The synovitis-dominant pattern was the most significant factor that predicted clinical response to methotrexate (p = 0.0065).<h4>Conclusions</h4>Musculoskeletal inflammation patterns determined by ultrasound are associated with peripheral ILC counts and could predict treatment response to methotrexate.
url https://doi.org/10.1371/journal.pone.0252116
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