ArticleMetabolites2018
A Framework for Development of Useful Metabolomic Biomarkers and Their Effective Knowledge Translation.
Article in Metabolites, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Proposed Comprehensive Methodology Integrated with Explainable Artificial Intelligence for Prediction of Possible Biomarkers in Metabolomics Panel of Plasma Samples for Breast Cancer Detection.Medicina (Kaunas, Lithuania) · 2025Article
- Potential of pre-diagnostic metabolomics for colorectal cancer risk assessment or early detection.NPJ precision oncology · 2024Article
- Small molecule biomarker discovery: Proposed workflow for LC-MS-based clinical research projects.Journal of mass spectrometry and advances in the clinical lab · 2023Review
- The Future of Biomarkers in Veterinary Medicine: Emerging Approaches and Associated Challenges.Animals : an open access journal from MDPI · 2022Review
- Lipid Metabolite Biomarkers in Cardiovascular Disease: Discovery and Biomechanism Translation from Human Studies.Metabolites · 2021Review
- Dried Blood Spot (DBS) Methodology Study for Biomarker Discovery in Lysosomal Storage Disease (LSD).Metabolites · 2021Article
- Advances and Perspectives in Prostate Cancer Biomarker Discovery in the Last 5 Years through Tissue and Urine Metabolomics.Metabolites · 2021Review
- Current Status of Metabolomic Biomarker Discovery: Impact of Study Design and Demographic Characteristics.Metabolites · 2020Review
- Biomarkers in Psychiatry: Concept, Definition, Types and Relevance to the Clinical Reality.Frontiers in psychiatry · 2020Review
- Metabolic Fingerprint of Chronic Obstructive Lung Diseases: A New Diagnostic Perspective.Metabolites · 2019Article
- Identification of a biomarker panel for improvement of prostate cancer diagnosis by volatile metabolic profiling of urine.British journal of cancer · 2019Article
- Mass Spectrometry-Based Non-targeted Metabolic Profiling for Disease Detection: Recent Developments.Trends in analytical chemistry : TRAC · 2019Article
- Metabolomics Analytics Workflow for Epidemiological Research: Perspectives from the Consortium of Metabolomics Studies (COMETS).Metabolites · 2019Article
- The Search for Clinically Useful Biomarkers of Complex Disease: A Data Analysis Perspective.Metabolites · 2019Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Despite the significant advantages of metabolomic biomarkers, no diagnostic tests based on metabolomics have been introduced to clinical use. There are many reasons for this, centered around substantial obstacles in developing clinically useful metabolomic biomarkers. Most significant is the need for interdisciplinary teams with expertise in metabolomics, analysis of complex clinical and metabolomic data, and clinical care. Importantly, the clinical need must precede biomarker discovery, and the experimental design for discovery and validation must reflect the purpose of the biomarker. Standard operating procedures for procuring and handling samples must be developed from the beginning, to ensure experimental integrity. Assay design is another challenge, as there is not much precedent informing this. Another obstacle is that it is not yet clear how to protect any intellectual property related to metabolomic biomarkers. Viewing a metabolomic biomarker as a natural phenomenon would inhibit patent protection and potentially stifle commercial interest. However, demonstrating that a metabolomic biomarker is actually a derivative of a natural phenomenon that requires innovation would enhance investment in this field. Finally, effective knowledge translation strategies must be implemented, which will require engagement with end users (clinicians and lab physicians), patient advocate groups, policy makers, and payer organizations. Addressing each of these issues comprises the framework for introducing a metabolomic biomarker to practice.
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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 OpenQuestion graph.