ReviewJournal of orthopaedic translation2025
The role of multi-omics in biomarker discovery, diagnosis, prognosis, and therapeutic monitoring of tissue repair and regeneration processes.
Review in Journal of orthopaedic translation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
17 citing papers in PubMed.
- Decoding cancer with artificial intelligence: Transforming research, diagnosis, and therapy with future insights.Translational oncology · 2026Review
- Artificial intelligence in biomarker discovery for diseases: diagnostic and therapeutic prospects.Signal transduction and targeted therapy · 2026Review
- Inflammasome-derived biomarkers in wound healing: linking tissue repair, chronic inflammation, fibrosis, and precision therapeutics.Molecular biology reports · 2026Review
- Mass Spectrometry-Based Chromatographic and Computational Workflows for Biomarker and Therapeutic Target Discovery: A Comprehensive Review.Biomedical chromatography : BMC · 2026Review
- Spinal Cord Injury-Related Male Infertility: Oxidative Stress, Inflammation, and Sperm DNA Damage.Journal of clinical medicine · 2026Review
- Regenerative and Stem Cell-Based Therapies for Arthritis: Harnessing Mesenchymal Stem Cells, Exosomes, and Bioengineered Scaffolds for Functional Joint Repair.Stem cell reviews and reports · 2026Review
- Challenges and Opportunities in Multi-Omics Data Acquisition and Analysis: Toward Integrative Solutions.Biomolecules · 2026Review
- Multiomics: the intersection of personalized nutrition in cardiometabolic diseases.Journal of translational medicine · 2026Review
- Next-Generation Antioxidants in Cardiovascular Disease: Mechanistic Insights and Emerging Therapeutic Strategies.Antioxidants (Basel, Switzerland) · 2026Review
- Unlocking the power of extracellular vesicles: multi-omics integration for cancer biomarker discovery.Biomarker research · 2026Review
- Effects of symbiotic bacteria on the parasitism efficacy ofFrontiers in microbiology · 2026Article
- Differential expression of vaginal microenvironment cytokines in relation to delivery modes and their impact on postpartum pelvic floor recovery.Frontiers in global women's health · 2026Review
- Recent advances in biomarkers for cardiac fibrosis.Frontiers in cardiovascular medicine · 2026Review
- Nanotechnology-Driven Cancer Therapies for Precision Oncology: Advances and Clinical Outlook.International journal of nanomedicine · 2026Review
- New insight into RNA biomarkers in neuropathic pain: a clinician-neuroscientist roadmap to translational testing and treatment monitoring a clinical review.Frontiers in pain research (Lausanne, Switzerland) · 2026Review
- The Endocannabinoid-Microbiota-Neuroimmune Super-System: A Unifying Feedback Architecture for Systems Resilience, Collapse Trajectories, and Precision Feedback Medicine.International journal of molecular sciences · 2025Review
- From scientific discovery to orthopaedic clinical innovation.Journal of orthopaedic translation · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In the last two decades, technological interventions have played a significant role in transforming healthcare with timely diagnosis and novel therapeutic interventions. Advanced technologies such as next-generation sequencing, NMR, mass spectrometry, and non-invasive imaging modalities have made it possible to study biological molecules, cellular processes, and molecular pathways in different diseases. The "omics revolution" is another addition that emerged as a powerful tool in elucidating molecular and cellular processes in diseases. Given the profoundly complex nature of tissue repair, it is important to employ the advanced multi-omics technique to elucidate the cellular, molecular, and inflammatory events in damaged tissues. As proven in various other diseases, these integrative omics can provide a systematic and comprehensive understanding of the biology of tissue repair and regeneration. Proteomics and transcriptomics, in particular, have been widely used for the identification and validation of potential biomarkers such as transforming growth factor-beta (TGF-β), vascular endothelial growth factor (VEGF), interleukin 6 (IL-6), and several matrix metalloproteinases (MMPs) which play a key role in the process of tissue repair and regeneration. Metabolomics, such as NMR and spectroscopies, have also shown potential in tracking energy metabolism and oxidative stress during regeneration. This review article presents a comprehensive overview of the latest multi-omics techniques and technologies that provide valuable insights into the complex processes of tissue repair and highlight the possibilities of early diagnosis, biomarker identification, and novel therapeutic interventions for tissue repair and regeneration. Combining data and key findings from multiple omics layers, such as metabolomics, transcriptomics, and genomics, may provide a comprehensive understanding of the mechanisms and pathways that have been implicated in tissue repair and regeneration. This may lead to the identification and validation of robust biomarkers and the development of therapeutic strategies aimed at improving outcomes in patients with chronic and non-healing wounds. The Translational Potential of this Article: This article reviews the application of multi-omics technologies in tissue repair and regeneration, highlighting how the integration of genomics, transcriptomics, proteomics, and metabolomics reveals molecular mechanisms of wound healing. By combining these diverse omics approaches, the findings provide critical insights into novel biomarkers, therapeutic targets, and personalized treatment strategies. This integration allows for a more comprehensive understanding of tissue regeneration, enhancing diagnostic accuracy and treatment monitoring. Ultimately, multi-omics technologies can drive advances in personalized medicine, improving clinical outcomes and offering new avenues for treating tissue repair and regeneration.
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.