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Novel application of single-cell next-generation sequencing for determination of intratumoral heterogeneity of canine osteosarcoma cell lines
- Source :
- Journal of Veterinary Diagnostic Investigation : Official Publication of the American Association of Veterinary Laboratory Diagnosticians, Inc, Journal of veterinary diagnostic investigation : official publication of the American Association of Veterinary Laboratory Diagnosticians, Inc, vol 33, iss 2
- Publication Year :
- 2021
- Publisher :
- SAGE Publications, 2021.
-
Abstract
- Osteosarcoma (OSA) is a highly aggressive and metastatic neoplasm of both the canine and human patient and is the leading form of osseous neoplasia in both species worldwide. To gain deeper insight into the heterogeneous and genetically chaotic nature of OSA, we applied single-cell transcriptome (scRNA-seq) analysis to 4 canine OSA cell lines. This novel application of scRNA-seq technology to the canine genome required uploading the CanFam3.1 reference genome into an analysis pipeline (10X Genomics Cell Ranger); this methodology has not been reported previously in the canine species, to our knowledge. The scRNA-seq outputs were validated by comparing them to cDNA expression from reverse-transcription PCR (RT-PCR) and Sanger sequencing bulk analysis of 4 canine OSA cell lines (COS31, DOUG, POS, and HMPOS) for 11 genes implicated in the pathogenesis of canine OSA. The scRNA-seq outputs revealed the significant heterogeneity of gene transcription expression patterns within the cell lines investigated (COS31 and DOUG). The scRNA-seq data showed 10 distinct clusters of similarly shared transcriptomic expression patterns in COS31; 12 clusters were identified in DOUG. In addition, cRNA-seq analysis provided data for integration into the Qiagen Ingenuity Pathway Analysis software for canonical pathway analysis. Of the 81 distinct pathways identified within the clusters, 33 had been implicated in the pathogenesis of OSA, of which 18 had not been reported previously in canine OSA.
- Subjects :
- Male
Cell
canine
Genomics
Bone Neoplasms
Computational biology
Biology
Canine Osteosarcoma
DNA sequencing
Cell Line
Transcriptome
03 medical and health sciences
symbols.namesake
0302 clinical medicine
Dogs
Cell Line, Tumor
tumor heterogeneity
Genetics
medicine
2.1 Biological and endogenous factors
Animals
Veterinary Sciences
Dog Diseases
Aetiology
Gene
030304 developmental biology
Sanger sequencing
0303 health sciences
Osteosarcoma
Tumor
General Veterinary
Special Issue
Human Genome
High-Throughput Nucleotide Sequencing
neoplasia
medicine.anatomical_structure
030220 oncology & carcinogenesis
symbols
Single-Cell Analysis
single-cell transcriptomics
Zoology
Biotechnology
Reference genome
Subjects
Details
- Language :
- English
- ISSN :
- 19434936 and 10406387
- Volume :
- 33
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Journal of Veterinary Diagnostic Investigation : Official Publication of the American Association of Veterinary Laboratory Diagnosticians, Inc
- Accession number :
- edsair.doi.dedup.....854a785c676e7cadad0cea3714b3eded