ReviewAnimals : an open access journal from MDPI2022
The Future of Biomarkers in Veterinary Medicine: Emerging Approaches and Associated Challenges.
Review in Animals : an open access journal from MDPI, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
29 citing papers in PubMed.
- Antiepileptic drug therapy in companion animals: New perspectives on clinical pathology monitoring.Veterinary and animal science · 2026Review
- NMR Metabolomics in Veterinary Medicine: From Biomarker Discovery to Clinical Implementation.Veterinary sciences · 2026Review
- Review
- The Haematological and Biochemical Responses of Goat Bucks to Range Grazing and Indoor Concentrate-Based Feeding Systems.Veterinary medicine and science · 2026Article
- The Critical Contribution of Pathology Technicians to Veterinary Diagnostics, Research and Teaching.Animals : an open access journal from MDPI · 2026Review
- Review
- Integrating biomarkers and artificial intelligence for precision diagnostics in cattle health and herd management: a review.Veterinary research communications · 2026Review
- Hematological Parameters in Sheep: Variability, Determinants, and Applications in Flock Health Management.Animals : an open access journal from MDPI · 2026Review
- Evaluation of Hemogram-Derived Inflammatory Markers in Healthy Cats.Veterinary sciences · 2026Article
- Electrophoretic Profile of Urinary Proteins in Goats During the Peripartum Period.Animals : an open access journal from MDPI · 2026Article
- Chronic renal disease detection developments with future potential to improve veterinary clinical practice.Frontiers in veterinary science · 2026Review
- Reference Intervals for Hematological Inflammatory Ratios in Healthy Dogs.Animals : an open access journal from MDPI · 2025Article
- Technologies in Biomarker Discovery for Animal Diseases: Mechanisms, Classification, and Diagnostic Applications.Animals : an open access journal from MDPI · 2025Review
- A Longitudinal Observational Study on Lactation-Associated Changes in Procalcitonin, Protein Carbonyl Content, Asymmetric Dimethylarginine, and Symmetric Dimethylarginine in Dairy Cattle.Veterinary sciences · 2025Article
- Comparative Pharmacological and Pharmaceutical Perspectives on Antidiabetic Therapies in Humans, Dogs, and Cats.Pharmaceutics · 2025Review
- A Novel Sample Preparation Method for GC-MS Analysis of Volatile Organic Compounds in Whole Blood for Veterinary Use.International journal of molecular sciences · 2025Article
- Low-Invasive Biomarkers of Canine Mammary Tumours.Veterinary medicine and science · 2025Review
- Recent Issues in the Development and Application of Targeted Therapies with Respect to Individual Animal Variability.Animals : an open access journal from MDPI · 2025Review
- Advances in bioinformatics and multi-omics integration: transforming viral infectious disease research in veterinary medicine.Virology journal · 2025Review
- Editorial: Exploring 'omic' biomarkers in animal production and reproduction.Frontiers in veterinary science · 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
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
New biomarkers promise to transform veterinary practice through rapid diagnosis of diseases, effective monitoring of animal health and improved welfare and production efficiency. However, the road from biomarker discovery to translation is not always straightforward. This review focuses on molecular biomarkers under development in the veterinary field, introduces the emerging technological approaches transforming this space and the role of 'omics platforms in novel biomarker discovery. The vast majority of veterinary biomarkers are at preliminary stages of development and not yet ready to be deployed into clinical translation. Hence, we examine the major challenges encountered in the process of biomarker development from discovery, through validation and translation to clinical practice, including the hurdles specific to veterinary practice and to each of the 'omics platforms-transcriptomics, proteomics, lipidomics and metabolomics. Finally, recommendations are made for the planning and execution of biomarker studies with a view to assisting the success of novel biomarkers in reaching their full potential.
Indexed as
Identifiers
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.