ArticlePloS one2022
Clinical validation of a next-generation sequencing-based multi-cancer early detection "liquid biopsy" blood test in over 1,000 dogs using an independent testing set: The CANcer Detection in Dogs (CANDiD) study.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed.
- Beyond the Needle: Is Liquid Biopsy the Future of Veterinary Medicine?International journal of molecular sciences · 2026Review
- HS-GC/MS-Based Targeted Blood VOC Panel for Canine Cancer Screening Using an Integrated Classification Framework in Retrospective Korea and Thailand Cohorts.International journal of molecular sciences · 2026Article
- Sequential CRISPR-EspCas9-Mediated Wild-Type Depletion Enhances the Detection Sensitivity of Rare Mutations for Canine Liquid Biopsy Application.Biosensors · 2026Article
- Metabolomic profiling and anti-tumor function of canine NK cells in tumor interaction.BMC veterinary research · 2026Article
- The role of epigenetic alterations in canine mammary cancer.The Journal of reproduction and development · 2026Review
- OncoCan: a liquid biopsy assay for cell-free DNA quantification in canine plasma to support cancer prognosis.Frontiers in veterinary science · 2026Article
- Diagnosis and Classification of Primary Nodal Lymphomas in Dogs: A Consensus of the Oncology-Pathology Working Group.Veterinary and comparative oncology · 2025Review
- Serum Onconeural Antibodies in Dogs and Cats for Early Diagnosis of Cancer.Veterinary medicine (Auckland, N.Z.) · 2025Article
- Case Report: Personalized, functional drug sensitivity-guided chemotherapy achieves long-term disease-free survival in canine pulmonary adenocarcinoma.Frontiers in veterinary science · 2025Article
- Detection of PIK3CA hotspot mutations in canine mammary tumors using droplet digital PCR: tissue validation and liquid biopsy feasibility.Scientific reports · 2024Article
- Recent Advances in Image-Guided Tissue Sampling.Cureus · 2024Review
- Intensive Multimodal Chemotherapy in a Dog Suffering from Grade III/Stage IV Solid Mammary Carcinoma.Animals : an open access journal from MDPI · 2024Article
- Article
- Impact of preanalytical factors on liquid biopsy in the canine cancer model.bioRxiv : the preprint server for biology · 2024Article
- Canine Cancer Diagnostics by X-ray Diffraction of Claws.Cancers · 2024Article
- Application of Next-Generation Sequencing (NGS) Techniques for Selected Companion Animals.Animals : an open access journal from MDPI · 2024Review
- Clinical Use of Molecular Biomarkers in Canine and Feline Oncology: Current and Future.Veterinary sciences · 2024Review
- Comparison of Machine Learning Tree-Based Algorithms to Predict Future Paratuberculosis ELISA Results Using Repeat Milk Tests.Animals : an open access journal from MDPI · 2024Article
- Review of Molecular Technologies for Investigating Canine Cancer.Animals : an open access journal from MDPI · 2024Review
- Proof-of-concept evaluation of next-generation sequencing-based liquid biopsy for non-invasive cancer detection in cats.Frontiers in veterinary science · 2024Article
Corrections and comments
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Authors and funding
65 authors.
Funding
Abstract
Cancer is the leading cause of death in dogs, yet there are no established screening paradigms for early detection. Liquid biopsy methods that interrogate cancer-derived genomic alterations in cell-free DNA in blood are being adopted for multi-cancer early detection in human medicine and are now available for veterinary use. The CANcer Detection in Dogs (CANDiD) study is an international, multi-center clinical study designed to validate the performance of a novel multi-cancer early detection "liquid biopsy" test developed for noninvasive detection and characterization of cancer in dogs using next-generation sequencing (NGS) of blood-derived DNA; study results are reported here. In total, 1,358 cancer-diagnosed and presumably cancer-free dogs were enrolled in the study, representing the range of breeds, weights, ages, and cancer types seen in routine clinical practice; 1,100 subjects met inclusion criteria for analysis and were used in the validation of the test. Overall, the liquid biopsy test demonstrated a 54.7% (95% CI: 49.3-60.0%) sensitivity and a 98.5% (95% CI: 97.0-99.3%) specificity. For three of the most aggressive canine cancers (lymphoma, hemangiosarcoma, osteosarcoma), the detection rate was 85.4% (95% CI: 78.4-90.9%); and for eight of the most common canine cancers (lymphoma, hemangiosarcoma, osteosarcoma, soft tissue sarcoma, mast cell tumor, mammary gland carcinoma, anal sac adenocarcinoma, malignant melanoma), the detection rate was 61.9% (95% CI: 55.3-68.1%). The test detected cancer signal in patients representing 30 distinct cancer types and provided a Cancer Signal Origin prediction for a subset of patients with hematological malignancies. Furthermore, the test accurately detected cancer signal in four presumably cancer-free subjects before the onset of clinical signs, further supporting the utility of liquid biopsy as an early detection test. Taken together, these findings demonstrate that NGS-based liquid biopsy can offer a novel option for noninvasive multi-cancer detection in dogs.
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Registered trials
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