bioRxivGenomicsPreprint
Feasibility and promise of circulating tumor DNA analysis in dogs with naturally-occurring sarcoma.
Patricia Filippsen FavaroiD, Samuel D. StewartiD, Bradon R. McDonaldiD, Jacob R. CawleyiD, Tania Contente‐CuomoiD, Shukmei WongiD, William P.D. HendricksiD, Jeffrey M. TrentiD, Chand Khanna, Muhammed MurtazaiD
- Citations
- 2
Abstract
Comparative studies of naturally-occurring canine cancers have provided new insight into many areas of cancer research. The inclusion of pet dogs in the development and validation of circulating tumor DNA (ctDNA) diagnostics may be uniquely informative for human translation for many reasons, including: high incidence of certain spontaneous cancers, repeated access to blood and tumor from the same individuals during the course of disease progression, and molecular heterogeneity of naturally-occurring cancers in dogs. Here, we present a feasibility study of ctDNA analysis performed in 9 healthy dogs and 39 dogs with either benign or malignant splenic tumors (hemangiosarcoma) using shallow whole genome sequencing (sWGS) of cell-free DNA. To enable detection and quantification of ctDNA using sWGS, we adapted two informatic approaches and compared their performance for the canine genome. At presentation, mean ctDNA tumor fraction in dogs with malignant splenic tumors was 11.2%, significantly higher than dogs with benign lesions (3.2%; p 0.001), achieving an AUC of 0.84. ctDNA tumor fraction was 14.3% and 9.0% in dogs with metastatic and localized disease, respectively although this difference was not statistically significant (p 0.227). In paired analysis, ctDNA fraction decreased from 11.0% to 7.9% after resection of malignant tumors (p 0.047). Our results demonstrate that ctDNA analysis is feasible in dogs with hemangiosarcoma using a cost-effective approach such as sWGS. Future studies are underway to validate these findings, and further evaluate the role of ctDNA to assess burden of disease and treatment response during drug development.
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Interest of circulating tumor DNA as a biomarker for canine cancers: illustration in histiocytic sarcoma, oral malignant melanoma and multicentric lymphoma
Anais Prouteau, Jerome Alexandre Denis, … benoit Hedan·bioRxiv·Jul 10, 2020
- Detection of ctDNA from dried blood spots after DNA size selection
K. Heider, J. C. Wan, … N. Rosenfeld·bioRxiv·Sep 5, 2019
- Blood-based liquid biopsy for comprehensive cancer genomic profiling using next-generation sequencing: an emerging paradigm for noninvasive cancer detection and management in dogs
Kristina M. Kruglyak, Jason Chibuk, … Andi Flory·Frontiers in Veterinary SciencePeer-reviewed·Jul 8, 2021
- Next-generation sequencing-based liquid biopsy can be used for detection of residual disease and cancer recurrence monitoring in dogs
Angela L. McCleary‐Wheeler, Patrick C. Fiaux, … Andi Flory·American Journal of Veterinary ResearchPeer-reviewed·Dec 27, 2023
- Study Design and Interim Analysis of the Cancer Lifetime Assessment Screening Study in Canines (CLASSiC): The First Prospective Cancer Screening Study in Dogs Using Next-Generation Sequencing-Based Liquid Biopsy
Andi Flory, Suzanne Gray, … Daniel S. Grosu·bioRxiv·Apr 1, 2024
- Identification of genomic alterations with clinical impact in canine splenic hemangiosarcoma
Timothy Estabrooks, Anastasia Gurinovich, … Kate Megquier·Veterinary and Comparative OncologyPeer-reviewed·Sep 21, 2023