ReviewNature reviews. Rheumatology2018
Biomarkers as drug development tools: discovery, validation, qualification and use.
Review in Nature reviews. Rheumatology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 109 papers, 2 of them syntheses that pooled it.
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
109 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Parameter Space and Potential for Biomarker Development in 25 Years of fMRI Drug Cue Reactivity: A Systematic Review.JAMA psychiatry · 2024Pooled it
- Adverse Cardiovascular Outcomes and Antihypertensive Treatment: A Genome-Wide Interaction Meta-Analysis in the International Consortium for Antihypertensive Pharmacogenomics Studies.Clinical pharmacology and therapeutics · 2021Pooled it
- Comparative analysis of obesity-related cardiometabolic and renal biomarkers in human plasma and serum.Scientific reports · 2019Trial
- PROTACs in personalized and precision medicine: transforming targeted therapy with advances in selectivity and patient stratification.Cancer chemotherapy and pharmacology · 2026Review
- PROTACs in personalized and precision medicine: transforming targeted therapy with advances in selectivity and patient stratification.Cancer chemotherapy and pharmacology · 2026Review
- Non-Oncology Biomarkers in Precision Medicine: A Narrative Review.Therapeutic innovation & regulatory science · 2026Review
- Analytical validation does not necessarily establish biological validity.Analytical and bioanalytical chemistry · 2026Article
- New Perspective on Functionalized Metal Nanoparticles and Two-Dimensional Nanomaterials-Based Composites for Electrochemical Biomarker Sensing and Energy Storage Devices.Chemical record (New York, N.Y.) · 2026Review
- Protein glycoxidation in neuropsychiatric disorders-from basic research to clinical practice.Redox biology · 2026Review
- Evolving Burn Care: The Transition from Life Preservation to Life Restoration-A Narrative Review.Journal of clinical medicine · 2026Review
- Integrated FHIT and IDH2 biomarker profiling predicts lethal sensitivity to DCPS inhibition in Acute Myeloid Leukemia and Myelodysplastic syndrome.Discover oncology · 2026Article
- Phenotype-Aware Biomarker Discovery in Childhood Asthma: Microbiome-Metabolome Signatures and Translational Readiness.International journal of general medicine · 2026Review
- Organ-on-a-chip platforms for disease modeling and in vitro diagnostic applications.Frontiers in bioengineering and biotechnology · 2026Review
- Failed resolution as a mechanistic basis of difficult-to-treat rheumatoid arthritis: stromal-myeloid crosstalk in the synovium and emerging resolution-restoring therapies.Frontiers in immunology · 2026Review
- Machine learning approaches for biomarker discovery using single-cell RNA sequencing.Frontiers in bioinformatics · 2026Review
- Biochemical biomarkers of knee osteoarthritis progression: Results from the FNIH biomarkers consortium progress OA study.Osteoarthritis and cartilage open · 2025Article
- Potential of Fibulin2 as a therapeutic target against cancer and as a diagnostic marker (Review).International journal of oncology · 2025Review
- The alcohol cue-exposure paradigm as a screening tool for alcohol use disorder medication development: A critical review.Alcohol, clinical & experimental research · 2025Review
- Advances in Multi-Omics Research on Biomarkers of Intrahepatic Cholangiocarcinoma.Current issues in molecular biology · 2025Review
- Cytokine Expression and Haptoglobin Levels in Bovine Fetuses Spontaneously Aborted by Intracellular Infectious Agents and by Probable Infectious Etiology.Animals : an open access journal from MDPI · 2025Article
49 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
Abstract
The 21st Century Cures Act, approved in the USA in December 2016, has encouraged the establishment of the national Precision Medicine Initiative and the augmentation of efforts to address disease prevention, diagnosis and treatment on the basis of a molecular understanding of disease. The Act adopts into law the formal process, developed by the FDA, of qualification of drug development tools, including biomarkers and clinical outcome assessments, to increase the efficiency of clinical trials and encourage an era of molecular medicine. The FDA and European Medicines Agency (EMA) have developed similar processes for the qualification of biomarkers intended for use as companion diagnostics or for development and regulatory approval of a drug or therapeutic. Biomarkers that are used exclusively for the diagnosis, monitoring or stratification of patients in clinical trials are not subject to regulatory approval, although their qualification can facilitate the conduct of a trial. In this Review, the salient features of biomarker discovery, analytical validation, clinical qualification and utilization are described in order to provide an understanding of the process of biomarker development and, through this understanding, convey an appreciation of their potential advantages and limitations.
Indexed as
Identifiers
29760435What OpenQuestion 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 OpenQuestion graph.