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Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis
OBJECTIVE: To investigate whether digital activity fluorescence optical imaging (FOI) patterns of inflammation can identify distinct rheumatoid arthritis (RA) phenotypes. METHODS: The hands of newly diagnosed patients with RA were evaluated by clinical examination, musculoskeletal ultrasound, and FO...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wiley Periodicals, Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10502810/ https://www.ncbi.nlm.nih.gov/pubmed/37551033 http://dx.doi.org/10.1002/acr2.11599 |
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author | Kisten, Yogan Arnaud, Laurent Levitsky, Adrian Györi, Noémi Larsson, Per Hensvold, Aase Catrina, Anca af Klint, Erik Rezaei, Hamed |
author_facet | Kisten, Yogan Arnaud, Laurent Levitsky, Adrian Györi, Noémi Larsson, Per Hensvold, Aase Catrina, Anca af Klint, Erik Rezaei, Hamed |
author_sort | Kisten, Yogan |
collection | PubMed |
description | OBJECTIVE: To investigate whether digital activity fluorescence optical imaging (FOI) patterns of inflammation can identify distinct rheumatoid arthritis (RA) phenotypes. METHODS: The hands of newly diagnosed patients with RA were evaluated by clinical examination, musculoskeletal ultrasound, and FOI. Inflammation on FOI was defined when capillary leakage and/or fluorophore perfusion was present. The FOI composite image was quantified into a digital disease activity (DACT) score, using novel computerized algorithms. Unsupervised clustering on FOI inflammatory patterns was used to identify subgroups of patients relative to anticyclic citrullinated peptides (ACPA) and/or rheumatoid factor (RF). RESULTS: Of 1326 examined hand joints in 39 patients with RA (72% female; 56% ever‐smokers; 54% RF positive and 69% ACPA positive), 400 (30%) showed inflammation by FOI, and 95% (37 of 39) of patients had DACT‐FOI scores greater than 1. Unsupervised analysis on FOI patterns revealed two patient clusters, cluster 1 (n = 29) and cluster 2 (n = 10). The proportion of seropositive patients was significantly higher in cluster 1 versus cluster 2 (90%, 26 of 29 vs. 30%, 3 of 10; P < 0.01), whereas C‐reactive‐protein levels (minimum‐maximum) were significantly higher in cluster 2 (20 mg/l [1‐102]) versus cluster 1 (2 mg/l [0‐119]; P = 0.01). A wider variety and proportion of inflamed joints emerged for patients with RA in cluster 2 versus cluster 1, in which inflammation was more concentrated around the wrists and the right metacarpophalangeal 2 (MCP2), bilateral MCP3, and, to a lesser degree, left MCP2 and proximal interphalangeal joint and tendon regions. Cluster 1 displayed lower mean (±SD) DACT scores compared with cluster 2 (3.6 ± 2.1 vs. 5.4 ± 2.1; P = 0.03). CONCLUSION: FOI‐based digital quantification of hand joint inflammation revealed two distinct RA subpopulations with and without ACPA and RF related autoantibodies. |
format | Online Article Text |
id | pubmed-10502810 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Wiley Periodicals, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105028102023-09-16 Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis Kisten, Yogan Arnaud, Laurent Levitsky, Adrian Györi, Noémi Larsson, Per Hensvold, Aase Catrina, Anca af Klint, Erik Rezaei, Hamed ACR Open Rheumatol Brief Reports OBJECTIVE: To investigate whether digital activity fluorescence optical imaging (FOI) patterns of inflammation can identify distinct rheumatoid arthritis (RA) phenotypes. METHODS: The hands of newly diagnosed patients with RA were evaluated by clinical examination, musculoskeletal ultrasound, and FOI. Inflammation on FOI was defined when capillary leakage and/or fluorophore perfusion was present. The FOI composite image was quantified into a digital disease activity (DACT) score, using novel computerized algorithms. Unsupervised clustering on FOI inflammatory patterns was used to identify subgroups of patients relative to anticyclic citrullinated peptides (ACPA) and/or rheumatoid factor (RF). RESULTS: Of 1326 examined hand joints in 39 patients with RA (72% female; 56% ever‐smokers; 54% RF positive and 69% ACPA positive), 400 (30%) showed inflammation by FOI, and 95% (37 of 39) of patients had DACT‐FOI scores greater than 1. Unsupervised analysis on FOI patterns revealed two patient clusters, cluster 1 (n = 29) and cluster 2 (n = 10). The proportion of seropositive patients was significantly higher in cluster 1 versus cluster 2 (90%, 26 of 29 vs. 30%, 3 of 10; P < 0.01), whereas C‐reactive‐protein levels (minimum‐maximum) were significantly higher in cluster 2 (20 mg/l [1‐102]) versus cluster 1 (2 mg/l [0‐119]; P = 0.01). A wider variety and proportion of inflamed joints emerged for patients with RA in cluster 2 versus cluster 1, in which inflammation was more concentrated around the wrists and the right metacarpophalangeal 2 (MCP2), bilateral MCP3, and, to a lesser degree, left MCP2 and proximal interphalangeal joint and tendon regions. Cluster 1 displayed lower mean (±SD) DACT scores compared with cluster 2 (3.6 ± 2.1 vs. 5.4 ± 2.1; P = 0.03). CONCLUSION: FOI‐based digital quantification of hand joint inflammation revealed two distinct RA subpopulations with and without ACPA and RF related autoantibodies. Wiley Periodicals, Inc. 2023-08-07 /pmc/articles/PMC10502810/ /pubmed/37551033 http://dx.doi.org/10.1002/acr2.11599 Text en © 2023 The Authors. ACR Open Rheumatology published by Wiley Periodicals LLC on behalf of American College of Rheumatology. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Brief Reports Kisten, Yogan Arnaud, Laurent Levitsky, Adrian Györi, Noémi Larsson, Per Hensvold, Aase Catrina, Anca af Klint, Erik Rezaei, Hamed Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis |
title | Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis |
title_full | Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis |
title_fullStr | Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis |
title_full_unstemmed | Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis |
title_short | Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis |
title_sort | distinct fluorescence optical imaging patient clusters emerge for seropositive and seronegative rheumatoid arthritis |
topic | Brief Reports |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10502810/ https://www.ncbi.nlm.nih.gov/pubmed/37551033 http://dx.doi.org/10.1002/acr2.11599 |
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