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Circulating microRNAs differentiate fast-progressing from slow-progressing and non-progressing knee osteoarthritis in the Osteoarthritis Initiative cohort

Authors :
Shabana Amanda Ali
Osvaldo Espin-Garcia
Andy K. Wong
Pratibha Potla
Chiara Pastrello
Madison McIntyre
Starlee Lively
Igor Jurisica
Rajiv Gandhi
Mohit Kapoor
Source :
Therapeutic Advances in Musculoskeletal Disease, Vol 14 (2022)
Publication Year :
2022
Publisher :
SAGE Publishing, 2022.

Abstract

Introduction: The objective of this study is to identify circulating microRNAs that distinguish fast-progressing radiographic knee osteoarthritis (OA) in the Osteoarthritis Initiative cohort by applying microRNA-sequencing. Methods: Participants with Kellgren–Lawrence (KL) grade 0/1 at baseline were included ( N = 106). Fast-progressors were defined by an increase to KL 3/4 by 4-year follow-up ( N = 20), whereas slow-progressors showed an increase to KL 2/3/4 only at 8-year follow-up ( N = 35). Non-progressors remained at KL 0/1 by 8-year follow-up ( N = 51). MicroRNA-sequencing was performed on plasma collected at baseline and 4-year follow-up from the same participants. Negative binomial models were fitted to identify differentially expressed (DE) microRNAs. Penalized logistic regression (PLR) analyses were performed to select combinations of DE microRNAs that distinguished fast-progressors. Area under the receiver operating characteristic curves (AUC) were constructed to evaluate predictive ability. Results: DE analyses revealed 48 microRNAs at baseline and 2 microRNAs at 4-year follow-up [false discovery rate (FDR)

Details

Language :
English
ISSN :
17597218 and 1759720X
Volume :
14
Database :
Directory of Open Access Journals
Journal :
Therapeutic Advances in Musculoskeletal Disease
Publication Type :
Academic Journal
Accession number :
edsdoj.2795f42f72c467581625bc5655e1a28
Document Type :
article
Full Text :
https://doi.org/10.1177/1759720X221082917