ReviewNature reviews. Clinical oncology2021
Liquid biopsy enters the clinic - implementation issues and future challenges.
Review in Nature reviews. Clinical oncology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 679 papers, 3 of them syntheses that pooled it.
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.
Feasibility Evaluation of See.d Pre-Analytical Platform Performance: From Whole Blood to Plasma and SBS Slides for Liquid Biopsy Applications
Implementation of Up-front ctDNA Analysis Into Lung Cancer Care and Development of Liquid Biopsy-based Decision Support Models - the Lungmarker² Study
Who cites it
679 citing papers in PubMed, 3 syntheses or guidelines pooled it, 1,120 citations in OpenAlex.
- Precision Medicine and Artificial Intelligence in Next-Generation Cancer Surgery: A Comprehensive Analysis of Clinical Applications, Therapeutic Outcomes, and Implementation Strategies.Asian Pacific journal of cancer prevention : APJCP · 2025Pooled it
- Circulating Tumor DNA as a Biomarker for Precision Medicine in Prostate Cancer: A Systematic Review.International journal of molecular sciences · 2025Pooled it
- Innovative technologies and their clinical prospects for early lung cancer screening.Clinical and experimental medicine · 2025Pooled it
- Role of ctDNA in Predicting the Outcome of Patients with Hormone Receptor-Positive, HER2-Negative Advanced Breast Cancer Treated with First-line Ribociclib and Letrozole: BioItaLEE Trial.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026Trial
- Trial
- Tumor-Informed ddPCR for Personalized Longitudinal ctDNA Monitoring in Advanced Solid Tumors: Molecular-Radiological Concordance and Molecular Lead Time.International journal of molecular sciences · 2026Article
- Review
- Beyond the Needle: Is Liquid Biopsy the Future of Veterinary Medicine?International journal of molecular sciences · 2026Review
- The mechanism of malignant progression in extramammary Paget's disease (EMPD): hallmarks of EMPD.Medical molecular morphology · 2026Review
- Molecular Classification of Endometrial Cancer in the Era of Precision Oncology: Prognostic Significance, Emerging Biomarkers, and Personalized Therapeutic Strategies-A Systematic Review.Diagnostics (Basel, Switzerland) · 2026Review
- Challenges and opportunities in combining radiotherapy and immunotherapy for localized pancreatic cancer.Nature reviews. Gastroenterology & hepatology · 2026Review
- Circulating tumour cells for guiding antibody‒drug conjugate therapy: Role of artificial intelligence.Clinical and translational medicine · 2026Review
- Predictive modeling of peripheral blood EGFR positivity in patients with advanced primary non-small cell lung cancer.Translational lung cancer research · 2026Article
- Mechanism-Driven Diagnostic Development: A Specimen-Aware Framework Illustrated by Colorectal Cancer and Solid Tumours.Cancers · 2026Review
- Multi-omics-driven precision medicine.iMeta · 2026Review
- Multiplexed Profiling of Individual Extracellular Vesicles Reveals Lung Cancer-Associated Protein Signatures.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Digital PCR in forensic genetics: principles, applications, and challenges.International journal of legal medicine · 2026Review
- Platelet-derived mitochondrial transfer in cancer metastasis: mechanisms, functional consequences, and translational opportunities.Clinical & experimental metastasis · 2026Review
- Plasmonic Nanoarray Biosensors for Non-Invasive Cancer Diagnostics.Biosensors · 2026Review
- A high-resolution circulating metabolic atlas of lung adenocarcinoma progression supports early and accurate diagnosis.Cell reports. Medicine · 2026Article
619 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
3 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Historically, studies of disseminated tumour cells in bone marrow and circulating tumour cells in peripheral blood have provided crucial insights into cancer biology and the metastatic process. More recently, advances in the detection and characterization of circulating tumour DNA (ctDNA) have finally enabled the introduction of liquid biopsy assays into clinical practice. The FDA has already approved several single-gene assays and, more recently, multigene assays to detect genetic alterations in plasma cell-free DNA (cfDNA) for use as companion diagnostics matched to specific molecularly targeted therapies for cancer. These approvals mark a tipping point for the widespread use of liquid biopsy in the clinic, and mostly in patients with advanced-stage cancer. The next frontier for the clinical application of liquid biopsy is likely to be the systemic treatment of patients with 'ctDNA relapse', a term we introduce for ctDNA detection prior to imaging-detected relapse after curative-intent therapy for early stage disease. Cancer screening and diagnosis are other potential future applications. In this Perspective, we discuss key issues and gaps in technology, clinical trial methodologies and logistics for the eventual integration of liquid biopsy into the clinical workflow.
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What 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.