The Cancer Lifetime Assessment Screening Study in Canines (CLASSiC) is a prospective, longitudinal study evaluating serial physical exams plus next-generation sequencing (NGS)-based liquid biopsy for cancer screening in dogs. The goals of the interim analysis presented here were to assess the benefits of using the OncoK9® liquid biopsy test as a cancer screening tool in a clinical setting, and to demonstrate test performance for cancer detection, including preclinical detection. 725 presumed cancer-free client-owned dogs were prospectively enrolled across 24 clinical sites in the US and Canada; most were at high risk by age and/or breed. The analysis included 419 dogs enrolled ≥ 1 year with ≥2 screening visits, or with a definitive or presumptive cancer diagnosis by the interim cut-off. Clinical data and blood were collected at each visit (annual, biannual, or when cancer was suspected). Cell-free DNA extracted from plasma was tested by OncoK9® using NGS technology. 417 dogs were eligible for inclusion in the interim analysis and had classifiable outcomes, with a mean on-study duration of 422 days. Fifty-one dogs were newly diagnosed with cancer (37 definitive, 14 presumptive), an observed incidence of 12
OBJECTIVE To validate the performance of a novel, integrated test for canine cancer screening that combines cell-free DNA quantification with next-generation sequencing (NGS) analysis. SAMPLE Retrospective data from a total of 1,947 cancer-diagnosed and presumably cancer-free dogs were used to validate test performance for the detection of 7 predefined cancer types (lymphoma, hemangiosarcoma, osteosarcoma, leukemia, histiocytic sarcoma, primary lung tumors, and urothelial carcinoma), using independent training and testing sets. METHODS Cell-free DNA quantification data from all samples were analyzed using a proprietary machine learning algorithm to determine a Cancer Probability Index (High, Moderate, or Low). High and Low Probability of Cancer were final result classifications. Moderate cases were additionally analyzed by NGS to arrive at a final classification of High Probability of Cancer (Cancer Signal Detected) or Low Probability of Cancer (Cancer Signal Not Detected). RESULTS Of the 595 dogs in the testing set, 89% (n = 530) received a High or Low Probability result based on the machine learning algorithm; 11% (65) were Moderate Probability, and NGS results were used to assign a final classification. Overall, 87 of 122 dogs with the 7 predefined cancer types were classified as High Probability and 467 of 473 presumably cancer-free dogs were classified as Low Probability, corresponding to a sensitivity of 71.3% for the predefined cancer types at a specificity of 98.7%. CLINICAL RELEVANCE This integrated test offers a novel option to screen for cancer types that may be difficult to detect by physical examination at a dog’s wellness visit.
This proof-of-concept evaluation demonstrates that next-generation sequencing-based liquid biopsy can detect genomic alterations in the blood of cats with cancer and the absence of such alterations in the blood of presumably cancer-free cats. Two cats with cytologically confirmed lymphoma and nine presumably cancer-free cats were included in this analysis. Whole blood was collected from each subject and samples were subjected to DNA extraction, library preparation, and next-generation sequencing. Both cancer-diagnosed subjects had somatic copy number variants (a “cancer signal”) identified in cell-free DNA, suggesting the current presence of cancer in these subjects. All nine presumably cancer-free subjects had unremarkable genomic profiles, suggesting the absence of cancer in these subjects. Liquid biopsy using next-generation sequencing of cell-free DNA allows for blood-based detection of cancer-associated genomic alterations in cats. Such technology has the potential to offer considerable utility in veterinary medicine, particularly for the non-invasive prioritization of small cell intestinal lymphoma versus inflammatory bowel disease in cats with gastrointestinal signs. This study lays the foundation for future studies to fully validate this type of testing for use in clinical practice.
OBJECTIVE The purpose of this study was to evaluate the performance of a next-generation sequencing-based liquid biopsy test for cancer monitoring in dogs. SAMPLES Pre- and postoperative blood samples were collected from dogs with confirmed cancer diagnoses originally enrolled in the CANcer Detection in Dogs (CANDiD) study. A subset of dogs also had longitudinal blood samples collected for recurrence monitoring. METHODS All cancer-diagnosed patients had a preoperative blood sample in which a cancer signal was detected and had at least 1 postoperative sample collected. Clinical data were used to assign a clinical disease status for each follow-up visit. RESULTS Following excisional surgery, in the absence of clinical residual disease at the postoperative visit, patients with Cancer Signal Detected results at that visit were 1.94 times as likely (95% CI, 1.21 to 3.12; P = .013) to have clinical recurrence within 6 months compared to patients with Cancer Signal Not Detected results. In the subset of patients with longitudinal liquid biopsy samples that had clinical recurrence documented during the study period, 82% (9/11; 95% CI, 48% to 97%) had Cancer Signal Detected in blood prior to or concomitant with clinical recurrence; in the 6 patients where molecular recurrence was detected prior to clinical recurrence, the median lead time was 168 days (range, 47 to 238). CLINICAL RELEVANCE Next-generation sequencing-based liquid biopsy is a noninvasive tool that may offer utility as an adjunct to current standard-of-care clinical assessment for cancer monitoring; further studies are needed to confirm diagnostic accu - racy in a larger population.
The past decade has seen incredible advances in blood-based cancer detection in people and in dogs - yet this represents only a glimpse of the benefits these tests can provide to patients. The clinical uses of this technology range from screening asymptomatic individuals for early detection to use as an aid in diagnosis when cancer is suspected, to cancer monitoring both during and after treatment. This article summarizes the benefits of early cancer detection and examines use cases and methods of blood-based cancer detection in dogs, including quantitative, qualitative, and alternative approaches.
Objective The Cancer Lifetime Assessment Screening Study in Canines (CLASSiC) is a prospective, longitudinal cancer screening study, in which enrolled dogs are screened for cancer with physical exams and next-generation sequencing-based liquid biopsy testing on a serial basis. The goals of the first interim analysis, presented here, are to assess the benefits of using the OncoK9® liquid biopsy test as a cancer screening tool in a prospective clinical setting, and to demonstrate test performance for cancer detection, including preclinical detection. Subjects 726 presumably cancer-free client-owned dogs were prospectively enrolled in the study across 24 clinical sites in the US and Canada. Most subjects were at high risk of cancer at the time of enrollment based on age and/or breed. 419 dogs that were enrolled for at least one year and had at least two cancer screening study visits, or that had received a definitive or presumptive diagnosis of cancer up to the time of the interim analysis, were included in the analysis. Methods Clinical data and a blood sample were collected at each study visit (once or twice per year and when cancer was clinically suspected). Cell-free DNA extracted from plasma was tested by OncoK9® using next-generation sequencing (NGS) technology. Results 417 dogs were eligible for inclusion in the interim analysis and had classifiable outcomes, with a mean on-study duration of 422 days. Of these, 51 dogs were newly diagnosed with cancer (37 definitive, 14 presumptive), translating to a 12% (51/417) observed incidence over the study period; the liver, skin, bone, heart, spleen, lung, and lymph node(s) were the most common anatomic locations for disease. The prospectively observed sensitivity (detection rate) of the test was 56.9% (95% CI: 42.3-70.4%) with a specificity of 98.9% (95% CI: 97.0-99.6%). The prospectively observed positive predictive value was 87.9% (95% CI: 70.9-96.0%) and the negative predictive value was 94.3% (95% CI: 91.3-96.3%). NGS-based liquid biopsy doubled the overall number of cancer cases detected in this study population (from 25 to 51); remarkably, the detection rate for preclinical cancer was increased 4.6-fold from 12% (6/51) by routine care alone to 55% (28/51) by combining routine care with OncoK9® testing. Clinical Relevance CLASSiC is the first study to prospectively document the incidence of cancer in a predominantly high-risk canine population, and to prospectively demonstrate that the addition of NGS-based cancer screening to regularly scheduled wellness visits has the potential to substantially increase preclinical cancer detection in this population. ### Competing Interest Statement All authors are current or former employees of PetDx and receive(d) compensation from PetDx and/or hold vested or unvested equity in PetDx. All data analysis for this study was fully funded by PetDx. The authors received no external financial support for the research, authorship, and/or publication of this study.
Abstract Genotype-matched therapeutics have become widely adopted in the management of human cancers and can be guided by testing tumor tissue or cell-free DNA from plasma. OncoKB (Oncology Knowledge Base) is the first FDA-recognized database that contains information about these targetable somatic variants and corresponding therapeutic agents, including levels of evidence. Many of the human OncoKB variants have orthologs in the canine genome. This study was conducted to determine the feasibility of detecting these orthologs in dogs using liquid biopsy. This study involved two cohorts: The first was a cohort of 619 client-owned dogs with a variety of cancer diagnoses across all disease stages enrolled in a clinical validation study for a liquid biopsy test (herein the “research cohort”). All dogs had pre-treatment plasma samples collected at enrollment, and a subset of dogs also had matched tumor tissue collected. The second cohort comprised 457 client-owned dogs that had testing as part of the clinical deployment of the above-mentioned liquid biopsy test (herein the “clinical cohort”); 31% of these dogs had samples submitted as an aid in diagnosis (for dogs in which cancer was suspected clinically), and 69% had samples submitted for screening (in dogs with no a priori suspicion of cancer). Blood samples (and tumor samples, when available) were subjected to DNA extraction, proprietary library preparation, and next-generation sequencing. Sequencing data were analyzed using an internally developed bioinformatics pipeline to detect genomic alterations associated with the presence of cancer. Only canine orthologs of variants in the OncoKB database were evaluated in this study. Variants were called if they were observed in plasma at an allele frequency of at least 0.5%, with at least 6 unique supporting reads. Variants identified from plasma were subsequently genotyped in tissue without additional variant-level filtering. Analysis of plasma identified canine orthologs of OncoKB variants in ~8% of dogs in the research cohort, and ~4% of dogs in the clinical cohort. The higher percentage observed in the research cohort is likely due to the higher percentage of patients with confirmed cancer diagnosis. In the patients with an OncoKB ortholog in the research cohort, the dog had a cancer type that matched the human indication for the detected variant in 15% of cases. Of dogs in which an ortholog was identified in plasma, 44% had matched tumor tissue; and the variant observed in plasma was confirmed in tissue in >50% of these subjects. This study demonstrates the feasibility of detecting canine orthologs of targetable human cancer somatic variants in the blood of dogs using next-generation sequencing. Although it is currently unclear how human databases can be used to inform targeted treatment decisions in dogs, these findings may have relevance for comparative oncology studies and future precision therapeutics development for both species. Citation Format: Daniel S. Grosu, Ilya Chorny, Kristina M. Kruglyak, John A. Tynan, Susan C. Hicks, Todd A. Cohen, Allison L. O'Kell, Jill M. Rafalko, Jason Chibuk, Angela L. McCleary-Wheeler, Andi Flory, Dana W. Tsui. Liquid biopsy analysis reveals orthologs of actionable human cancer variants in dogs [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 3377.
The goal of cancer screening is to detect disease at an early stage when treatment may be more effective. Cancer screening in dogs has relied upon annual physical examinations and routine laboratory tests, which are largely inadequate for detecting preclinical disease. With the introduction of non-invasive liquid biopsy cancer detection methods, the discussion is shifting from how to screen dogs for cancer to when to screen dogs for cancer. To address this question, we analyzed data from 3,452 cancer-diagnosed dogs to determine the age at which dogs of certain breeds and weights are typically diagnosed with cancer. In our study population, the median age at cancer diagnosis was 8.8 years, with males diagnosed at younger ages than females, and neutered dogs diagnosed at significantly later ages than intact dogs. Overall, weight was inversely correlated with age at cancer diagnosis, and purebred dogs were diagnosed at significantly younger ages than mixed-breed dogs. For breeds represented by ≥10 dogs, a breed-based median age at diagnosis was calculated. A weight-based linear regression model was developed to predict the median age at diagnosis for breeds represented by ≤10 dogs and for mixed-breed dogs. Our findings, combined with findings from previous studies which established a long duration of the preclinical phase of cancer development in dogs, suggest that it might be reasonable to consider annual cancer screening starting 2 years prior to the median age at cancer diagnosis for dogs of similar breed or weight. This logic would support a general recommendation to start cancer screening for all dogs at the age of 7, and as early as age 4 for breeds with a lower median age at cancer diagnosis, in order to increase the likelihood of early detection and treatment.
Abstract Background Guidelines‐driven screening protocols for early cancer detection in dogs are lacking, and cancer often is detected at advanced stages. Hypothesis/Objectives To examine how cancer typically is detected in dogs and whether the addition of a next‐generation sequencing‐based “liquid biopsy” test to a wellness visit has the potential to enhance cancer detection. Animals Client‐owned dogs with definitive cancer diagnoses enrolled in a clinical validation study for a novel blood‐based multicancer early detection test. Methods Retrospective medical record review was performed to establish the history and presenting complaint that ultimately led to a definitive cancer diagnosis. Blood samples were subjected to DNA extraction, library preparation, and next‐generation sequencing. Sequencing data were analyzed using an internally developed bioinformatics pipeline to detect genomic alterations associated with the presence of cancer. Results In an unselected cohort of 359 cancer‐diagnosed dogs, 4% of cases were detected during a wellness visit, 8% were detected incidentally, and 88% were detected after the owner reported clinical signs suggestive of cancer. Liquid biopsy detected disease in 54.7% (95% confidence interval [CI], 49.5%‐59.8%) of patients, including 32% of dogs with early‐stage cancer, 48% of preclinical dogs, and 84% of dogs with advanced‐stage disease. Conclusions/Clinical Importance Most cases of cancer were diagnosed after the onset of clinical signs; only 4% of dogs had cancer detected using the current standard of care (i.e., wellness visit). Liquid biopsy has the potential to increase detection of cancer when added to a dog's wellness visit.
Age-related somatic genomic alterations in hematopoietic cell lines have been well characterized in humans; however, this phenomenon has not been well studied in other species. Next-generation sequencing-based liquid biopsy testing for cancer detection was recently developed for dogs and has been used to study the genomic profiles of blood samples from thousands of canine patients since 2021. In this study, 4870 client-owned dogs with and without a diagnosis or suspicion of cancer underwent liquid biopsy testing by this method. Copy number variants detected exclusively in genomic DNA derived from white blood cells (WBC gDNA-specific CNVs) were observed in 126 dogs (2.6%; 95% CI: 2.2–3.1); these copy number variants were absent from matched plasma cell-free DNA, and from tumor tissue in dogs with concurrent cancer. These findings were more common in older dogs and were persistent in WBC gDNA in over 70% of patients, with little to no change in the amplitude of the signal across longitudinal samples. Many of these alterations were observed at recurrent locations in the genome across subjects; the most common finding was a partial loss on CFA25, typically accompanied by a partial gain on the same chromosome. These early findings suggest that age-related somatic alterations may be present at an appreciable frequency in the general canine population. Further research is needed to determine the clinical significance of these findings.
The concept of age-related somatic alterations in the blood or bone marrow of humans, commonly referred to as clonal hematopoiesis of indeterminate potential (CHIP) or age-related clonal hematopoiesis (ARCH), has been well characterized. In humans, these abnormalities tend to be associated with advanced age, often exhibit consistent signal over time, and typically involve recurrent locations in the genome. Though these somatic alterations may be associated with an increased risk of cancer, they do not originate from the tumor when cancer is concurrently present in the body. This study describes early findings that suggest similar age-related somatic alterations may also be present in dogs. Recently, next-generation sequencing-based liquid biopsy testing was developed for cancer detection in dogs. The clinical validation of this test involved 1,100 cancer-diagnosed and presumably cancer-free client-owned dogs. The test has also been performed commercially in thousands of additional dogs since 2021. This recent ability to test large numbers of dogs using liquid biopsy affords an unprecedented opportunity to study the genomic profiles of a broad population of canine subjects. Blood samples from over three thousand dogs ranging in age from 1 to >15 years were used in this analysis. Cell-free DNA (cfDNA) was extracted from the plasma, and genomic DNA (gDNA) was extracted from the white blood cells present in the buffy coat. Both cfDNA and gDNA were analyzed using next-generation sequencing to identify somatic genomic alterations. In a subset of patients, tumor tissue was also available for evaluation. Recurrent variants (e.g., involving CFA6 and CFA25, among others) were identified in the gDNA of a small fraction of patients. These findings occurred more commonly in older dogs and were typically persistent in gDNA across subsequent timepoints (when available) with no significant change in signal over time. When a clinical cancer evaluation was pursued, the majority of dogs with these findings had no evidence of cancer. For those in which cancer was identified, and tumor tissue was available for testing, the genomic profiles of the tumor tissue and gDNA were uncorrelated in almost all cases, suggesting the concomitant presence of age-related somatic alterations was incidental to the patient’s cancer. Additionally, regardless of whether cancer was present in the patient, the variants detected in gDNA were typically not encountered in cfDNA. These findings may be early evidence for the existence of age-related somatic alterations in dogs that potentially resemble the phenomenon of CHIP/ARCH previously observed in humans. Additional studies are ongoing to determine if these incidental findings may represent a risk factor for cancer development in dogs. Citation Format: Dana W.Y. Tsui, Allison L. O'Kell, Todd A. Cohen, Katherine M. Lytle, Kristina M. Kruglyak, Maggie A. Marshall, Carlos A. Ruiz-Perez, John A. Tynan, Susan C. Hicks, Jill M. Rafalko, Daniel S. Grosu, Jason Chibuk, Ilya Chorny, Angela L. McCleary-Wheeler, Andi Flory. Incidental detection of age-related somatic genomic alterations in blood samples from dogs with and without cancer [abstract]. In: Proceedings of the AACR Special Conference: Aging and Cancer; 2022 Nov 17-20; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2022;83(2 Suppl_1):Abstract nr A028.
OBJECTIVE To review ordering patterns, positivity rates, and outcome data for a subset of consecutive samples submitted for a commercially available, blood-based multicancer early-detection liquid biopsy test for dogs using next-generation sequencing at 1 laboratory. SAMPLE 1,500 consecutively submitted blood samples from client-owned dogs with and without clinical suspicion and/or history of cancer for prospective liquid biopsy testing between December 28, 2021, and June 28, 2022. PROCEDURES We performed a retrospective observational study, reviewing data from 1,500 consecutive clinical samples submitted for liquid biopsy testing. Outcome data were obtained via medical record review, direct communication with the referring clinic, and/or a patient outcome survey through October 16, 2022. RESULTS Sixty-four percent (910/1,419) of reportable samples were submitted for cancer screening, 26% (366/1,419) for aid in diagnosis, and 10% (143/1,419) for other indications. The positivity rate was 25.4% (93/366) in aid-in-diagnosis patients and 4.5% (41/910) in screening patients. Outcome data were available for 33% (465/1,401) of patients, and outcomes were classifiable for 428 patients. The relative observed sensitivity was 61.5% (67/109) and specificity was 97.5% (311/319). The positive predictive value was 75.0% (21/28) for screening patients and 97.7% (43/44) for aid-indiagnosis patients, and the time to diagnostic resolution following a positive result was < 2 weeks in most cases. CLINICAL RELEVANCE Liquid biopsy using next-generation sequencing represents a novel tool for noninvasive detection of cancer in dogs. Real-world clinical performance meets or exceeds expectations established in the test's clinical validation study.
Human and canine cancers share a high level of homology. Characterizing their respective genomic landscapes can expand the knowledge base of comparative oncology and support biomarker discovery and therapeutic development for the benefit of both species. Genomic profiling via tumor biopsy infers risk to the patient in both human and veterinary medicine and is often complicated by tumor heterogeneity. Blood-based liquid biopsy has been shown to open new opportunities to profile the cancer genome noninvasively in both species. The goal of this study was to benchmark the occurrence of homologous genomic variants in a variety of canine cancers that have a counterpart in humans, including lymphoma (B-cell and T-cell), soft-tissue sarcoma, osteosarcoma, and melanoma, among others, utilizing tumor and liquid biopsy profiling. The study was performed in a prospective cohort of over 300 client-owned dogs that received a confirmed cancer diagnosis either at the time of enrollment or after sample collection. A blood sample was collected prior to biopsy or surgical resection of the tumor to evaluate the use of liquid biopsy to noninvasively profile the cancer genome. Tumor tissue samples were collected at the time of surgical resection. In a subset of the subjects, blood samples were collected 3 to 30 days following surgical removal of the tumor, and longitudinally during cancer therapy and monitoring. The Cancer Gene Census (CGC) and COSMIC databases were interrogated, and a high degree of homology (>90%) between human and canine oncogenes and tumor suppressor genes was observed. A custom panel was designed encompassing 95 of the top 100 human DNA single nucleotide variants from COSMIC that had a canine orthologue, and targeted sequencing was performed on all tissue and blood samples. A large number of these variants—many of which are actionable in human cancer— were detected in the tumor samples and pre-surgical plasma samples. In some patients, tumor-derived variants were detected in the post-surgical plasma that confirmed the presence of residual disease after surgery. As disease progressed, an increase in the variant allele fraction (VAF) of the tumor-derived mutations was observed and tracked with the patient’s clinical course. Additionally, the presence of variants that may be targetable by human cancer drugs were identified in a subset of patients. These findings demonstrate the potential of liquid biopsy to characterize the genomic landscape of canine cancers at diagnosis and throughout treatment, similar to observations reported in human cancers. This builds the foundation for comparative oncology to translate the knowledge of precision medicine between humans and dogs, to facilitate biomarker discovery, and to track emergence of potential actionable biomarkers in various therapeutic contexts to the benefit of both species. Citation Format: Ilya Chorny, Kristina M. Kruglyak, John A. Tynan, Gilberto E. Hernandez, Prachi Nakashe, Susan Hicks, Rita Motalli-Pepio, Lisa McLennan, Lauren E. Holtvoigt, Jill M. Rafalko, Jason Chibuk, Angela L. McCleary-Wheeler, Andi Flory, Daniel S. Grosu, Dana W. Tsui. Comparative oncology analysis of canine cancer by tumor and liquid biopsy testing for biomarker and therapeutic discovery in humans and dogs [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1612.
Introduction Liquid biopsy has shown great promise for the detection and monitoring of lymphoma in humans. Recently, similar technology has been developed and made commercially available for dogs. Because the canine and human cancer genomes share such high homology (>90%), and certain lymphoma subtypes are highly similar in terms of their biologic and molecular features between the two species, the study of lymphoma in dogs affords unique opportunities for the genomic characterization of the disease, comparative oncology studies, and the development and assessment of novel therapies. The current study describes the performance of a next-generation sequencing-based liquid biopsy assay for the detection of canine lymphoma, and in a subset of patients, analyzes concordance for prognostic copy number variants between matched plasma samples and lymph node aspirate specimens. Methods As part of a larger clinical research collection program for the CANcer Detection in Dogs (CANDiD) study (Flory, 2022), blood samples were collected following diagnosis but prior to undergoing therapy from a cohort of 116 client-owned dogs with lymphoma (63 intermediate to large B-cell, 21 intermediate to large T-cell, 6 T-zone, and 26 unphenotyped). Lymphomas with inconclusive immunophenotype or other types of indolent lymphomas were excluded. A subset of dogs analyzed for the current study also had matched cytology specimens available from lymph node fine needle aspirates (FNA). Blood samples and FNA specimens were subjected to DNA extraction, library preparation, and next-generation sequencing. Sequencing data were analyzed using an internally developed bioinformatics pipeline to detect genomic alterations associated with the presence of cancer. Specific analysis focused on FNA-plasma concordance for recurrent copy number variants that have been previously identified in canine lymphoma patients and have prognostic potential (i.e., gains in chromosomes 13 and 31 and losses in chromosome 14) (Richards, 2015; Thomas, 2003). Results The overall detection rate for lymphoma by liquid biopsy was 92.2% (107/116); with detection rates of 57% for localized/regional disease (Stages I and II) and 95% for disseminated disease (Stages III, IV, and V). By immunophenotype, the detection rate for B-cell lymphoma was 97%, T-cell 91%, T-zone 50%, and unphenotyped 92%. In the subset of lymphoma-diagnosed dogs with matched plasma and FNA samples, the majority of cases had at least one of the prognostic copy number alterations previously reported in canine lymphoma patients (13G, 14L, 31G), demonstrating the potential of liquid biopsy to noninvasively detect clinically important biomarkers. A variety of genomic alterations were identified in patients with positive liquid biopsy results, including single nucleotide variants in common oncogenes and tumor suppressor genes (e.g., TP53 mutations), and copy number variants across the genome. Some of these variants are also important biomarkers in human lymphoma, in particular TP53 mutations (Chakravarty, 2017), highlighting the potential for canine liquid biopsy testing to support comparative oncology studies for the benefit of both species. Conclusion A novel next-generation sequencing-based liquid biopsy tool has demonstrated the ability to identify genomic alterations in blood samples of dogs with lymphoma, including recurrent CNVs previously described in canine lymphoma patients, and variants in genes previously described in human and canine lymphoma tissue. These findings, along with the high degree of homology between human and canine lymphomas, support the utility of liquid biopsy for the study of lymphoma in dogs as a comparative oncology model for accelerated biomarker discovery and therapeutic development in both species.
Lymphoma is the most common hematologic malignancy in dogs, with some subtypes being highly similar to their human counterparts in terms of molecular, pathologic, and biologic features. Despite the rapid growth in our understanding of canine lymphoma, tools for early detection, personalized therapy, and treatment monitoring are still lacking. Blood-based liquid biopsy using next-generation sequencing (NGS) of cell-free DNA is gaining adoption in human medicine and is now available for canine patients. This non-invasive tool affords new opportunities to profile the genomic landscape of naturally occurring canine lymphomas across large cohorts of patients, and given the high homology (>90%) between human and canine cancer genomes, findings in canine lymphomas may afford unique opportunities for comparative oncology studies for the benefit of both species. One hundred sixteen dogs diagnosed with lymphoma (63 intermediate to large B-cell, 21 intermediate to large T-cell, 6 T-zone, and 26 unphenotyped) were included in this analysis, enrolled as part of a larger liquid biopsy clinical validation study. Lymphomas with inconclusive immunophenotype or other types of indolent lymphomas were excluded. A blood sample was collected from each dog following diagnosis and prior to undergoing therapy to evaluate the ability of liquid biopsy to non-invasively detect the presence and characterize the genomic signature of the cancer. In a subset of patients, longitudinal blood samples and clinical outcomes were also collected. Of all lymphoma-diagnosed dogs, 56% were purebred (representing 32 distinct breeds); 57% were male; median age was 8 years; and median weight was 28.4kg. The overall detection rate for lymphoma by liquid biopsy was 92.2% (107/116); with detection rates of 57% for localized/regional disease (Stages I and II) and 95% for disseminated/metastatic disease (Stages III, IV, and V). By immunophenotype, the detection rate for B-cell lymphoma was 97%, T-cell 91%, T-zone 50%, and unphenotyped 92%. A variety of genomic alterations were identified in patients with positive liquid biopsy results, including single nucleotide variants in common oncogenes and tumor suppressor genes, and copy number variants across the genome (including CNVs previously described in tumor tissue of canine lymphoma patients). In patients with longitudinal samples, the presence or absence of cancer signal appeared to be closely related to remission status at corresponding time points. A novel NGS-based liquid biopsy tool has demonstrated the ability to identify genomic alterations in blood samples of dogs with lymphoma, including alterations previously described in human and canine lymphoma tissue. This technology may also provide a non-invasive method for longitudinal monitoring of treatment response in dogs with lymphoma. These findings, and the high degree of homology between the human and canine disease, support the utility of liquid biopsy for the study of canine lymphoma as a comparative oncology model for accelerated biomarker discovery and therapeutic development. Citation Format: Angela L McCleary-Wheeler, Kristina M Kruglyak, Gilberto E Hernandez, Prachi Nakashe, Lisa M McLennan, Thuy Jennings, Jill M Rafalko, Lauren E Holtvoigt, Daniel S Grosu, Jason Chibuk, Susan C Hicks, John A Tynan, Ilya Chorny, Dana WY Tsui, Andi Flory. Liquid biopsy for the detection and characterization of canine lymphoma [abstract]. In: Proceedings of the Third AACR International Meeting: Advances in Malignant Lymphoma: Maximizing the Basic-Translational Interface for Clinical Application; 2022 Jun 23-26; Boston, MA. Philadelphia (PA): AACR; Blood Cancer Discov 2022;3(5_Suppl):Abstract nr A16.
e15012 Background: Targeted therapies offer great potential for cancer treatment in humans; however, enrollment in clinical trials may be slow, particularly for rare cancer types. The high homology between human and canine cancer genomes provides an opportunity for comparative oncology analyses that can inform the development of therapeutics for the benefit of both species. Currently, there is no well-established canine cancer genomic database. This study presents preliminary findings from an ongoing initiative aimed at building a foundational database of canine cancer genomic variants and their human orthologs via tissue and liquid biopsy profiling of multiple cancer types. Methods: Matched blood and tissue samples were collected from an all-comers cohort of over 150 cancer-diagnosed, client-owned dogs undergoing surgical resection or tissue sampling by biopsy. Cancer types included those found in both humans and dogs, such as lymphoma, osteosarcoma, mammary gland tumors and melanoma. Blood samples were processed to obtain plasma and white blood cells, and all samples were subjected to DNA extraction, library preparation, and next-generation sequencing. Somatic variants detected by liquid biopsy and tissue testing were mapped to human orthologs targeted by therapeutic agents approved by the FDA or listed in NCCN guidelines, and to orthologs with therapeutic or prognostic levels of evidence annotated in human oncology databases. Results: Somatic alterations were identified in over half of the tissue and/or liquid biopsy samples tested. Results from tissue and liquid biopsy showed high concordance, and liquid biopsy revealed additional alterations that may have been missed in single-site tissue biopsies due to tumor heterogeneity. Of the mutations identified in plasma and/or tissue but absent in matched white blood cells, 10% mapped to a human ortholog listed as a biomarker targeted by either an approved therapeutic agent or a therapeutic currently undergoing clinical trials; examples include NRAS, HRAS and AKT1 mutations. Over 10% of canine cancer patients also harbored orthologs of somatic TP53 mutations reported to be prognostic in multiple human cancers. In particular, TP53 mutations were found in > 20% of canine osteosarcoma patients, which aligns with prior findings in human osteosarcoma and highlights the potential of comparative oncology for cancer types that are rare in humans but common in dogs. Conclusions: The results confirm the homology between canine and human cancers and emphasize the potential to translate genomic knowledge for biomarker discovery and therapeutic development between species. The high concordance between tumor and liquid biopsy findings support the prospect of using a noninvasive blood test to expand the genomic characterization effort to much larger cohorts of cancer-diagnosed dogs.
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.
Cancer is the leading cause of death in dogs, in part because many cases are identified at an advanced stage when clinical signs have developed, and prognosis is poor. Increased understanding of cancer as a disease of the genome has led to the introduction of liquid biopsy testing, allowing for detection of genomic alterations in cell-free DNA fragments in blood to facilitate earlier detection, characterization, and management of cancer through non-invasive means. Recent discoveries in the areas of genomics and oncology have provided a deeper understanding of the molecular origins and evolution of cancer, and of the "one health" similarities between humans and dogs that underlie the field of comparative oncology. These discoveries, combined with technological advances in DNA profiling, are shifting the paradigm for cancer diagnosis toward earlier detection with the goal of improving outcomes. Liquid biopsy testing has already revolutionized the way cancer is managed in human medicine - and it is poised to make a similar impact in veterinary medicine. Multiple clinical use cases for liquid biopsy are emerging, including screening, aid in diagnosis, targeted treatment selection, treatment response monitoring, minimal residual disease detection, and recurrence monitoring. This review article highlights key scientific advances in genomics and their relevance for veterinary oncology, with the goal of providing a foundational introduction to this important topic for veterinarians. As these technologies migrate from human medicine into veterinary medicine, improved awareness and understanding will facilitate their rapid adoption, for the benefit of veterinary patients.
This proof-of-concept study demonstrates that blood-based liquid biopsy using next generation sequencing of cell-free DNA can non-invasively detect multiple classes of genomic alterations in dogs with cancer, including alterations that originate from spatially separated tumor sites. Eleven dogs with a variety of confirmed cancer diagnoses (including localized and disseminated disease) who were scheduled for surgical resection, and five presumably cancer-free dogs, were enrolled. Blood was collected from each subject, and multiple spatially separated tumor tissue samples were collected during surgery from 9 of the cancer subjects. All samples were analyzed using an advanced prototype of a novel liquid biopsy test designed to non-invasively interrogate multiple classes of genomic alterations for the detection, characterization, and management of cancer in dogs. In five of the nine cancer patients with matched tumor and plasma samples, pre-surgical liquid biopsy testing identified genomic alterations, including single nucleotide variants and copy number variants, that matched alterations independently detected in corresponding tumor tissue samples. Importantly, the pre-surgical liquid biopsy test detected alterations observed in spatially separated tissue samples from the same subject, demonstrating the potential of blood-based testing for comprehensive genomic profiling of heterogeneous tumors. Among the three patients with post-surgical blood samples, genomic alterations remained detectable in one patient with incomplete tumor resection, suggesting utility for non-invasive detection of minimal residual disease following curative-intent treatment. Liquid biopsy allows for non-invasive profiling of cancer-associated genomic alterations with a simple blood draw and has potential to overcome the limitations of tissue-based testing posed by tissue-level genomic heterogeneity.
Differentiation of lymphocytic-plasmacytic enteropathy (LPE) from small cell lymphoma (SCL) in cats can be challenging. Histology-guided mass spectrometry (HGMS) is a suitable method for the differentiation of LPE from SCL in cats. Forty-one cats with LPE and 52 cats with SCL. This is a retrospective clinicopathologic study. Duodenal tissue samples of 17 cats with LPE and 22 cats with SCL were subjected to HGMS, and the acquired data were used to develop a linear discriminate analysis (LDA) machine learning algorithm. The algorithm was subsequently validated using a separate set of 24 cats with LPE and 30 cats with SCL. Cases were classified as LPE or SCL based on a consensus by an expert panel consisting of 5-7 board-certified veterinary specialists. Histopathology, immunohistochemistry, and clonality testing were available for all cats. The panel consensus classification served as a reference for the calculation of test performance parameters. Relative sensitivity, specificity, and accuracy of HGMS were 86.7% (95% confidence interval [CI]: 74.5%-98.8%), 91.7% (95% CI: 80.6%-100%), and 88.9% (95% CI: 80.5%-97.3%), respectively. Comparatively, the clonality testing had a sensitivity, specificity, and accuracy of 85.7% (95% CI: 72.8%-98.7%), 33.3% (95% CI: 14.5%-52.2%), and 61.5% (95% CI: 48.3%-74.8%) relative to the panel decision. Histology-guided mass spectrometry was a reliable technique for the differentiation of LPE from SCL in duodenal formalin-fixed paraffin-embedded samples of cats and might have advantages over tests currently considered state of the art.