This paper analyzes the challenges faced by multi-omics biomarkers during clinical translation, including technical barriers, cost-effectiveness, and standardization, and critically evaluates the nascent integration of spatialomics and liquid biopsy technologies within the “multi-omics + AI” framework.
Abstract
Rheumatoid arthritis (RA) is a highly heterogeneous autoimmune disease characterized by the presence of synovitis, joint destruction, and systemic inflammation. Despite the substantial improvement in patient outcomes brought about by the advent of targeted therapies, the traditional “one-size-fits-all” treatment model still faces numerous challenges. These include individual variability in treatment response, a “trial-and-error” process in drug selection, and the emergence of refractory RA. Precision medicine is the development of optimal prevention and treatment strategies based on patients’ individual characteristics (including genetic, environmental, and lifestyle factors). This new approach offers a way to address the therapeutic challenges of RA. Multi-omics biomarkers, which integrate data from multiple dimensions including genomics, transcriptomics, proteomics, metabolomics, and epigenomics, are central tools for achieving precision medicine in RA. This article reviews the current status and challenges of precision medicine for RA, systematically summarizing the latest research advances in multi-omics biomarkers regarding RA pathogenesis, early diagnosis, treatment response prediction, prognosis assessment, and risk stratification of complications. The primary focus of this research is the identification of novel biomarkers [including TAOK3 and S-adenosylmethionine (SAM)] and the subsequent assessment of their clinical significance. Additionally, the study explores the application of artificial intelligence (AI) technology in the integration of multi-omics data and the development of predictive models. This paper analyzes the challenges faced by multi-omics biomarkers during clinical translation. These challenges include technical barriers, cost-effectiveness, and standardization. Distinct from previous reviews, which have focused broadly on the pathogenesis of RA, this review synthesizes cutting-edge evidence on TAOK3 and SAM as emerging translational biomarkers. It also critically evaluates the nascent integration of spatialomics and liquid biopsy technologies within the “multi-omics + AI” framework. Furthermore, it outlines the prospects for the “clinically integrated multi-omics AI model” in propelling RA treatment into a new era of individualization and precision.
Rheumatoid arthritis (RA) is a chronic autoimmune disease affecting approximately 1% of the global population and is associated with a substantial reduction in both life expectancy and quality of life. Although current treatments, primarily disease-modifying antirheumatic drugs, have been shown to suppress inflammation...
Jian-Yang Liu, Per-Johan Jakobsson· Frontiers in Pharmacology· 0 citations
Purpose: This review summarizes the mechanisms of action, safety profiles, and monitoring strategies of the major pharmacological agents currently used to treat rheumatoid arthritis (RA) in Korea.Current concepts: RA is a chronic systemic autoimmune disease characterized by persistent synovial inflammation that can lea...
B. Nam· Journal of Korean Medical As...· 0 citations
The progressive elucidation of juvenile idiopathic arthritis (JIA) pathogenesis has led to growing interest in biomarkers to support diagnosis, subset classification, detection of subclinical inflammation, and/or prediction of disease course and therapeutic response (theragnostic biomarkers). JIA management in clinical...
A. Marino, Marco Pandolfi, M. G. Lommano et al.· Current Opinion in Immunolog...· 0 citations
Background: Rheumatoid arthritis (RA) is a chronic systemic autoimmune inflammatory disease characterized primarily by persistent synovitis, progressive joint destruction, functional impairment, and reduced quality of life. Biological disease-modifying antirheumatic drugs (bDMARDs) have substantially improved the manag...
Ali bin Mohammmed Asiri· Natural Resources for Human...· 0 citations
This work has shown that due to recent findings obtained at cellular and molecular levels, it has been possible to better define the interactions between the innate and adaptive immune systems and to better explain how RA-specific antibodies can exert a regulatory effect on the innate immune system.
Dionis Ago, Daniele Cervoni, Daniele Maria Bocchino et al.· Clinical and Experimental Rh...· 0 citations
Rheumatoid arthritis (RA) is a systemic immune-mediated disease in which persistent synovial inflammation contributes not only to joint destruction but also to cardiovascular, pulmonary, metabolic, and other extra-articular complications. This review focuses specifically on the translational potential of emerging recep...
Roshanak Fekri Yazdi, Sze Ian Tan, Wei-Feng Bu et al.· Pharmacological Research· 0 citations
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