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Development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters
BACKGROUND: Relapsing polychondritis (RP) as a rare autoimmune disease is characterized by recurrent inflammation of the organs containing cartilage. Currently, no biomarkers have been integrated into clinical practice. This study aimed to construct and evaluate models based on laboratory parameters...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579920/ https://www.ncbi.nlm.nih.gov/pubmed/37854592 http://dx.doi.org/10.3389/fimmu.2023.1274677 |
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author | Liu, Yongmei Cheng, Linlin Zhao, Mengzhu Zhan, Haoting Li, Xiaomeng Huang, Yuan Li, Haolong Hou, Yong Li, Yongzhe |
author_facet | Liu, Yongmei Cheng, Linlin Zhao, Mengzhu Zhan, Haoting Li, Xiaomeng Huang, Yuan Li, Haolong Hou, Yong Li, Yongzhe |
author_sort | Liu, Yongmei |
collection | PubMed |
description | BACKGROUND: Relapsing polychondritis (RP) as a rare autoimmune disease is characterized by recurrent inflammation of the organs containing cartilage. Currently, no biomarkers have been integrated into clinical practice. This study aimed to construct and evaluate models based on laboratory parameters to aid in RP diagnosis, assess activity assessment, and explore associations with the pathological process. METHODS: RP patients and healthy controls (HCs) were recruited at the Peking Union Medical College Hospital from July 2017 to July 2023. Clinical data including Relapsing Polychondritis Disease Activity Index (RPDAI) score and laboratory tests were collected. Differences in laboratory data between RP patients and HCs and active and inactive patients were analyzed. RESULTS: The discovery cohort (cohort 1) consisted of 78 RP patients and 94 HCs. A model based on monocyte counts and neutrophil to lymphocyte ratio (NLR) could effectively distinguish RP patients from HCs with an AUC of 0.845. Active RP patients exhibited increased erythrocyte sedimentation rate, complement 3, platelet to lymphocyte ratio (PLR), NLR, and C-reactive protein to albumin ratio (CAR) compared with stable patients, which were also positively correlated with RPDAI. Notably, CAR emerged as an independent risk factor of disease activity (OR = 4.422) and could identify active patients with an AUC of 0.758. To confirm the reliability and stability of the aforementioned models, a replication cohort (cohort 2) was enrolled, including 79 RP patients and 94 HCs. The monocyte-combined NLR and CAR showed a sensitivity of 0.886 and 0.577 and a specificity of 0.830 and 0.833 in RP diagnosis and activity prediction, respectively. Furthermore, lower natural killer cell levels in RP patients and higher B-cell levels in active patients may contribute to elucidating the pathological mechanisms of disease occurrence and exacerbation. CONCLUSIONS: The utilization of laboratory parameters provides cost-effective and valuable markers that can assist in RP diagnosis, identify disease activity, and elucidate pathogenic mechanisms. |
format | Online Article Text |
id | pubmed-10579920 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105799202023-10-18 Development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters Liu, Yongmei Cheng, Linlin Zhao, Mengzhu Zhan, Haoting Li, Xiaomeng Huang, Yuan Li, Haolong Hou, Yong Li, Yongzhe Front Immunol Immunology BACKGROUND: Relapsing polychondritis (RP) as a rare autoimmune disease is characterized by recurrent inflammation of the organs containing cartilage. Currently, no biomarkers have been integrated into clinical practice. This study aimed to construct and evaluate models based on laboratory parameters to aid in RP diagnosis, assess activity assessment, and explore associations with the pathological process. METHODS: RP patients and healthy controls (HCs) were recruited at the Peking Union Medical College Hospital from July 2017 to July 2023. Clinical data including Relapsing Polychondritis Disease Activity Index (RPDAI) score and laboratory tests were collected. Differences in laboratory data between RP patients and HCs and active and inactive patients were analyzed. RESULTS: The discovery cohort (cohort 1) consisted of 78 RP patients and 94 HCs. A model based on monocyte counts and neutrophil to lymphocyte ratio (NLR) could effectively distinguish RP patients from HCs with an AUC of 0.845. Active RP patients exhibited increased erythrocyte sedimentation rate, complement 3, platelet to lymphocyte ratio (PLR), NLR, and C-reactive protein to albumin ratio (CAR) compared with stable patients, which were also positively correlated with RPDAI. Notably, CAR emerged as an independent risk factor of disease activity (OR = 4.422) and could identify active patients with an AUC of 0.758. To confirm the reliability and stability of the aforementioned models, a replication cohort (cohort 2) was enrolled, including 79 RP patients and 94 HCs. The monocyte-combined NLR and CAR showed a sensitivity of 0.886 and 0.577 and a specificity of 0.830 and 0.833 in RP diagnosis and activity prediction, respectively. Furthermore, lower natural killer cell levels in RP patients and higher B-cell levels in active patients may contribute to elucidating the pathological mechanisms of disease occurrence and exacerbation. CONCLUSIONS: The utilization of laboratory parameters provides cost-effective and valuable markers that can assist in RP diagnosis, identify disease activity, and elucidate pathogenic mechanisms. Frontiers Media S.A. 2023-10-03 /pmc/articles/PMC10579920/ /pubmed/37854592 http://dx.doi.org/10.3389/fimmu.2023.1274677 Text en Copyright © 2023 Liu, Cheng, Zhao, Zhan, Li, Huang, Li, Hou and Li https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Liu, Yongmei Cheng, Linlin Zhao, Mengzhu Zhan, Haoting Li, Xiaomeng Huang, Yuan Li, Haolong Hou, Yong Li, Yongzhe Development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters |
title | Development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters |
title_full | Development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters |
title_fullStr | Development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters |
title_full_unstemmed | Development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters |
title_short | Development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters |
title_sort | development and validation of diagnostic and activity-assessing models for relapsing polychondritis based on laboratory parameters |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579920/ https://www.ncbi.nlm.nih.gov/pubmed/37854592 http://dx.doi.org/10.3389/fimmu.2023.1274677 |
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