Jill M. Rafalko

Ms. Jill M. Rafalko

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 February 2023 in PLOS ONE
Verified
Journal Article
Open access
PDF file
JRJill M. Rafalko
Jill M. Rafalko
KKKristina M Kruglyak
Kristina M Kruglyak
AMAngela L McCleary-Wheeler
Angela L McCleary-Wheeler
VGVidit Goyal
Vidit Goyal
APAshley Phelps-Dunn
Ashley Phelps-Dunn
AFAndi Flory
Andi Flory
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 fromhowto screen dogs for cancer towhento 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.

26 April 2022 in PLOS ONE
Verified
Journal Article
Open access
PDF file
AFAndi Flory
Andi Flory
KKKristina M. Kruglyak
Kristina M. Kruglyak
JTJohn A. Tynan
John A. Tynan
LMLisa M. McLennan
Lisa M. McLennan
JRJill M. Rafalko
Jill M. Rafalko
DTDana W. Y. Tsui
Dana W. Y. Tsui
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.

21 June 2021 in Genetics in Medicine
Verified
Journal Article
Open access
JRJill M. Rafalko
Jill M. Rafalko
ESErica Soster
Erica Soster
SCSamantha Caldwell
Samantha Caldwell
EAEyad Almasri
Eyad Almasri
TWThomas Westover
Thomas Westover
PCPhilip Cacheris
Philip Cacheris
Of 86,902 prenatal genome-wide cell-free DNA (cfDNA) screening tests, 4,121 were positive for a chromosome abnormality. This study examines 490 cases screen-positive for one or more subchromosomal copy-number variants (CNV) from genome-wide cfDNA screening. Cases positive for one or more subchromosomal CNV from genome-wide cfDNA screening and diagnostic outcomes were compiled. Diagnostic testing trends were analyzed, positive predictive values (PPVs) were calculated, and the type of chromosomal abnormalities ultimately confirmed by diagnostic testing were described. CNVs were identified in 0.56% of screened specimens. Of the 490 cases screen-positive for one or more CNV, diagnostic outcomes were available for 244 cases (50%). The overall PPV among the cases with diagnostic outcomes was 74.2% (95% CI: 68.1-79.5%) and 71.8% (95% CI: 65.5-77.4%) for "fetal-only" events. Overall, isolated CNVs showed a lower PPV of 61.0% (95% CI: 52.5-68.8%) compared to complex CNVs at 93.9% (95% CI: 86.6-97.5%). Isolated deletions/duplications and unbalanced structural rearrangements were the most common diagnostic outcomes when isolated and complex CNVs were identified by cfDNA screening, respectively. Genome-wide cfDNA screening identifies chromosomal abnormalities beyond the scope of traditional cfDNA screening, and the overall PPV associated with subchromosomal CNVs in cases with diagnostic outcomes was >70%.

5 November 2020 in Prenatal Diagnosis
Verified
Journal Article
Open access
PDF file
JRJill M. Rafalko
Jill M. Rafalko
SCSamantha Caldwell
Samantha Caldwell
JTJohn Tynan
John Tynan
EAEyad Almasri
Eyad Almasri
VWVivian Weinblatt
Vivian Weinblatt
RMRon McCullough
Ron McCullough
Objective: To examine the relationship between the fraction of cell‐free DNA (cfDNA) affected by aneuploidy compared to the overall fetal fraction of a prenatal screening specimen and its effect on positive predictive value (PPV).Method: CfDNA specimens positive for trisomy 13, 18, and 21 with diagnostic outcomes were analysed over a 22‐month period in one clinical laboratory. For each positive specimen, a “mosaicism ratio” (MR) was calculated by dividing the fraction of cfDNA affected by aneuploidy by the overall fetal fraction of the specimen. PPVs were calculated and analyzed based on various MR ranges.Results: Trisomy 13 was the aneuploidy most commonly seen in mosaic form, followed by trisomy 18 and trisomy 21. Significant differences in positive predictive values were noted for all three trisomies between samples with an MR in the “mosaic” versus “non‐mosaic” range, as well as between results classified as “low‐mosaic” versus “high‐mosaic.”Conclusion: PPVs may be influenced, in part, by the mosaicism ratio associated with a particular result. The data generated from this study may be useful in providing more personalized risk assessments for patients with positive cfDNA screening results.

1 January 2023 in Journal of Veterinary Internal Medicine
Verified
Journal Article
Open access
AFAndi Flory
Andi Flory
LMLisa McLennan
Lisa McLennan
BPBetsy Peet
Betsy Peet
MKMarissa Kroll
Marissa Kroll
DSDeirdre Stuart
Deirdre Stuart
JRJill M. Rafalko
Jill M. Rafalko
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.

1 June 2023 in Journal of the American Veterinary Medical Association
Verified
Journal Article
Open access
PDF file
AOAllison L. O’kEll
Allison L. O’kEll
KLKatherine M. Lytle
Katherine M. Lytle
TCTodd A. Cohen
Todd A. Cohen
LWLilian K. Wong
Lilian K. Wong
ESEmily Sandford
Emily Sandford
AFAndi Flory
Andi Flory
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-in-diagnosis 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.