Open AccessNovel application of single-cell next-generation sequencing for determination of intratumoral heterogeneity of canine osteosarcoma cell lines
Author(s) -
Jordan Ayers,
Rowan J. Milner,
Galaxia Cortés-Hinojosa,
Alberto Riva,
Sandra M. AxiakBechtel,
Bikash Sahay,
Matthew Cascio,
Amandine Lejeune,
Keijiro Shiomitsu,
Carlos H. M. Souza,
Oscar Hernández,
Marc E. Salute
Publication year - 2021
Publication title -
journal of veterinary diagnostic investigation
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.529
H-Index - 78
eISSN - 1943-4936
pISSN - 1040-6387
DOI - 10.1177/1040638720985242
Subject(s) - transcriptome , biology , computational biology , gene expression profiling , gene , osteosarcoma , gene expression , sanger sequencing , genome , genetics , cancer research , dna sequencing
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.