Leveraging canine spontaneous cancer to optimize the power of blood biopsy
Leveraging canine spontaneous cancer to optimize the power of blood biopsy
批准号:
10844821
负责人:
Elinor Karlsson
金额:
$4.5万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-06-07 至 2026-05-31
关键词:
AddressAdministrative SupplementAffectAwardBiopsyBloodCancer PatientCanis familiarisCellsCirculationClinicalCollecting CellCollectionCustomDNADNA MethylationDNA analysisDNA copy numberDNA methylation profilingDataData CorrelationsData SetDetectionDiagnosisDiagnosticDiseaseElementsEvaluationGoalsHemangiosarcomaHematopoiesisHistologicHumanIncidenceLengthLicoriceLocationLymphomaMachine LearningMalignant NeoplasmsMethodologyMethylationMonitorMutationPatient-Focused OutcomesPatientsPeripheralPlasmaPoint MutationProceduresProteinsRNARecurrenceRelapseResidual stateSamplingSensitivity and SpecificityStandardizationTechniquesTechnologyTissuesTumor BurdenTumor-DerivedVeinsWorkcancer therapydesigndiagnostic platformexosomegenome sequencingimprovedinterestlarge cell Diffuse non-Hodgkin&aposs lymphomaliquid biopsymethylomemultimodalityneoplastic cellosteosarcomaoutcome predictionpreventprospectivetooltumortumor DNAwhole genome
中文摘要
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英文摘要
ABSTRACT
Blood biopsy is a rapidly advancing technology in which circulating elements (DNA, RNA, proteins, exosomes)
released from tumor cells are collected and assessed. In most cases, the circulating free DNA (cfDNA) is
collected, and the circulating tumor DNA (ctDNA) within the cfDNA is quantified and analyzed. Blood biopsy has
the potential to transform cancer treatment, but several challenges remain that prevent widespread application
including the need to standardize collection and processing procedures, optimize sequencing/analysis platforms,
and correlate data generated with long-term patient outcomes. Our current NCI R01 award (CA255319)
leverages pet dogs with spontaneous cancer as a tool for improving blood biopsy technologies and as a tool for
advancing effective implementation in human patients. The aims of this work award are to 1) assess
ctDNA/tumor mutation concordance and optimize the parameters for diagnostic sampling; 2) utilize cancer in pet
dogs to improve ctDNA deep duplex sequencing diagnostics; and 3) determine the accuracy of blood biopsy for
monitoring disease status and predicting outcome in affected dogs. Over the past 2 years we have made
significant progress on these goals, including sequencing more than 260 samples from over 110 dogs. Our data
demonstrate that location of blood draw (central versus peripheral vein) influences ctDNA yield, and that ctDNA
becomes detectable an average of 90 days prior to clinical relapse in dogs with lymphoma. We further identified
clonal hematopoiesis of indeterminate potential (CHIP) mutations in 10.8% of samples, supporting the routine
incorporation of CHIP detection in blood biopsy diagnostics. However, up to 20% of canine samples had no
detectable copy number changes and a low tumor fraction, despite a very high clinical tumor burden. These data
are concordant with recent findings in human cancer patients, creating a diagnostic challenge, particularly in
tumors with high structural complexity and low incidence of recurrent point mutations. To address these issues,
there is broad interest in evaluating other factors affecting cfDNA, such as methylation. Indeed, unique tissue-
specific methylation signatures can determine the cell of origin of DNA in circulation, and in combination with
tumor fraction and copy number analysis, have the potential to increase sensitivity and accuracy of liquid biopsy
detection. As such, the purpose of this administrative supplement is to analyze the methylome of cfDNA from
dogs with histologically confirmed cancers and incorporate these results into our existing ctDNA copy number
pipeline. To accomplish this, we propose to first validate the methylation signatures of cfDNA in canine cancers,
then characterize the accuracy of multi-modal cfDNA analysis for detection and monitoring of these cancers. All
necessary samples have already been collected, along with associated patient outcome data, permitting
completion of planned studies within 12 months. Data generated from this administrative supplement will support
prospective incorporation of tumor methylome analytics into a multi-parameter blood biopsy diagnostic platform
designed to enhance clinical impact in human cancer patients.
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DOI:
10.3389/fvets.2023.1140417
发表时间:
2023
期刊:
Frontiers in veterinary science
影响因子:
3.2
作者:
[]
通讯作者:
DOI:
10.1073/pnas.2300984120
发表时间:
2023-08-15
期刊:
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
影响因子:
11.1
作者:
[Roy, Ananya, Sakthikumar, Sharadha, Kozyrev, Sergey V., Nordin, Jessika, Pensch, Raphaela, Makelainen, Suvi, Pettersson, Mats, Karlsson, Elinor K., Lindblad-Toh, Kerstin, Forsberg-Nilsson, Karin]
通讯作者:
Forsberg-Nilsson, Karin
DOI:
10.1371/journal.pone.0295840
发表时间:
2024
期刊:
PloS one
影响因子:
3.7
作者:
[]
通讯作者:
DOI:
10.1126/science.abn5887
发表时间:
2023-04-28
期刊:
Science (New York, N.Y.)
影响因子:
--
作者:
[]
通讯作者:
Leveraging canine spontaneous cancer to optimize the power of blood biopsy
-
批准号:10634540
-
项目类别:
-
资助金额:$57.33万
-
财政年份:2021
-
负责人:Elinor Karlsson
-
依托单位:
Connecting individual-level environmental exposures to cancer-related outcomes in a shorter-lived natural model system
-
批准号:10831774
-
项目类别:
-
资助金额:$10.0万
-
财政年份:2021
-
负责人:Elinor Karlsson
-
依托单位:
Leveraging canine spontaneous cancer to optimize the power of blood biopsy
-
批准号:10421266
-
项目类别:
-
资助金额:$59.08万
-
财政年份:2021
-
负责人:Elinor Karlsson
-
依托单位:
Transforming family dogs into a powerful and accessible model for human cancer
-
批准号:10478250
-
项目类别:
-
资助金额:$61.09万
-
财政年份:2018
-
负责人:Elinor Karlsson
-
依托单位:
Transforming family dogs into a powerful and accessible model for human cancer
-
批准号:10462855
-
项目类别:
-
资助金额:$61.68万
-
财政年份:2018
-
负责人:Elinor Karlsson
-
依托单位:
Transforming family dogs into a powerful and accessible model for human cancer
-
批准号:9891974
-
项目类别:
-
资助金额:$65.37万
-
财政年份:2018
-
负责人:Elinor Karlsson
-
依托单位:
A comprehensive canine genetics resource including gene and variation annotation
-
批准号:9128056
-
项目类别:
-
资助金额:$64.79万
-
财政年份:2015
-
负责人:Elinor Karlsson
-
依托单位:
A comprehensive canine genetics resource including gene and variation annotation
-
批准号:9238508
-
项目类别:
-
资助金额:$43.4万
-
财政年份:2015
-
负责人:Elinor Karlsson
-
依托单位:
海外基金