ReviewHeliyon2023
Biomarkers: Promising and valuable tools towards diagnosis, prognosis and treatment of Covid-19 and other diseases.
Review in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 137 papers, 10 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
137 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Diagnostic potential of biomarkers in the assessment of pediatric obstructive sleep apnea-A systematic review and meta- analysis.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026Pooled it
- Biomarker tests of progression from tuberculosis infection to disease: a systematic review.European respiratory review : an official journal of the European Respiratory Society · 2026Pooled it
- Neurodegenerative Biomarkers in Populations with Intellectual Disabilities: Diagnostic and Therapeutic Capacities.International journal of molecular sciences · 2025Pooled it
- Pooled it
- Using physiological biomarkers in forensic psychiatry: a scoping review.Frontiers in psychiatry · 2025Pooled it
- Applications and challenges of biomarker-based predictive models in proactive health management.Frontiers in public health · 2025Pooled it
- The efficacy of novel biomarkers for the early detection and management of acute kidney injury: A systematic review.PloS one · 2025Pooled it
- Diagnostic and prognostic value of triglyceride glucose index: a comprehensive evaluation of meta-analysis.Cardiovascular diabetology · 2024Pooled it
- Biomarkers in Pemphigus Vulgaris: A Systematic Review.Journal of cutaneous medicine and surgeryPooled it
- Serum Biomarkers in Bullous Pemphigoid: A Systematic Review.Journal of cutaneous medicine and surgeryPooled it
- 1,2,3-Triazole-linked DNA biosensors: molecular design to real-time applications.RSC advances · 2026Review
- Time-Multiplexed Organic Electrochemical Transistor for Saliva-Based Rapid Detection of Viral Proteins.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Surface Engineering of Magnetite Nanoparticles with Boronated Polysaccharides Enables Alpha-1-Acid Glycoprotein Binding.ACS omega · 2026Article
- A three-biomarker panel for frailty prediction and risk stratification in institutionalized older adults: a multicenter validation study.European geriatric medicine · 2026Article
- Wireless and in situ regenerable multimodal wearable bioelectronic sweat sensor for continuous biomarker monitoring in everyday settings.Nature biomedical engineering · 2026Article
- C-Reactive Protein-to-Albumin Ratio as a Prognostic Marker in ICU Patients with Pre-Existing Hypertension and Diabetes.Journal of clinical medicine · 2026Article
- Disease-specific alterations in the expression of circulating extracellular vesicle surface proteins in sepsis, hypertension and hypertensive sepsis.Scientific reports · 2026Article
- Biomaterials for biomarker imaging and detection.Journal of advanced research · 2026Review
- Redefining Dry Eye Disease Management: Emerging Pharmacologic and Device-Based Therapies in the Era of Precision Care: A Narrative Review.Ophthalmology and therapy · 2026Review
- Innovative hybrid molecularly imprinted sensor for the detection of the antioxidant biomarker catalase.Analytical and bioanalytical chemistry · 2026Article
77 more citing papers are in PubMed but not listed here.
Corrections and comments
- Retraction · 2026-03-17Concerns/Issues about Referencing/Attributions · Investigation by Journal/Publisher · Objections by Author(s) · Unreliable Results and/or Conclusions ·
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The use of biomarkers as early warning systems in the evaluation of disease risk has increased markedly in the last decade. Biomarkers are indicators of typical biological processes, pathogenic processes, or pharmacological reactions to therapy. The application and identification of biomarkers in the medical and clinical fields have an enormous impact on society. In this review, we discuss the history, various definitions, classifications, characteristics, and discovery of biomarkers. Furthermore, the potential application of biomarkers in the diagnosis, prognosis, and treatment of various diseases over the last decade are reviewed. The present review aims to inspire readers to explore new avenues in biomarker research and development.
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.