Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Kisten, Yogan, Arnaud, Laurent, Levitsky, Adrian, Györi, Noémi, Larsson, Per, Hensvold, Aase, Catrina, Anca, af Klint, Erik, Rezaei, Hamed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wiley Periodicals, Inc. 2023
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
_version_ 1785106394265944064
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
work_keys_str_mv AT kistenyogan distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis
AT arnaudlaurent distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis
AT levitskyadrian distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis
AT gyorinoemi distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis
AT larssonper distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis
AT hensvoldaase distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis
AT catrinaanca distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis
AT afklinterik distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis
AT rezaeihamed distinctfluorescenceopticalimagingpatientclustersemergeforseropositiveandseronegativerheumatoidarthritis