Aug 2026· Clinical and Translational Science· Vol 19· 0 citations· 10 references
Medicine
TL;DR
The biomarkers discussed here span a wide evidentiary spectrum, from those endorsed in clinical guidelines to those that remain investigational.
Abstract
Omics biomarkers comprise several molecular entities, including genomic, epigenomic, transcriptomic, proteomic, and metabolomic signatures. They play an essential role in oncology drug development and clinical settings by enabling personalized medicine. In precision oncology, validating biomarkers is a greater challenge than discovering them. The biomarkers discussed here span a wide evidentiary spectrum, from those endorsed in clinical guidelines to those that remain investigational.
Practical considerations for integrating proteomics and metabolomics in pediatric multi-omics research are discussed, including popular code- and web-based tools, and recent examples of multi-omics studies in pediatric cohorts, concluding with current challenges and future outlooks for integrative multi-omics studies.
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Cancer molecular medicine has been built on a compelling premise: if the alteration that sustains a tumor can be identified, it can be measured, interpreted, and eventually targeted [...].
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The development, interpretation, and validation of AI models as key considerations for their integration and analysis are discussed, and practical suggestions for improving the reliability and biological relevance of AI-driven discoveries are provided.
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Cancer remains one of the most formidable challenges in contemporary medicine, due to not only its substantial and growing global burden but also the profound biological heterogeneity that characterizes individual tumors [...].
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Highlights • Serum metabolomics identifies novel biomarkers for PDAC diagnosis and prognosis.• A specific 4-metabolite panel distinguishes PDAC from chronic pancreatitis.• Combining these four metabolites with CA19-9 achieves a diagnostic AUC of 0.999.• The metabolic signature offers prognostic value independent of cli...
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This study aims to systematically decipher the metabolic‐immune interplay in ccRCC through multi‐omics integration, with the goal of identifying robust prognostic biomarkers and actionable therapeutic vulnerabilities.
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