TY - JOUR
T1 - Single-cell sequencing reveals karyotype heterogeneity in murine and human malignancies
AU - Bakker, Bjorn
AU - Taudt, Aaron
AU - Belderbos, Mirjam E.
AU - Porubsky, David
AU - Spierings, Diana C.J.
AU - de Jong, Tristan V.
AU - Halsema, Nancy
AU - Kazemier, Hinke G.
AU - Hoekstra-Wakker, Karina
AU - Bradley, Allan
AU - de Bont, Eveline S.J.M.
AU - van den Berg, Anke
AU - Guryev, Victor
AU - Lansdorp, Peter M.
AU - Colomé-Tatché, Maria
AU - Foijer, Floris
N1 - Publisher Copyright:
© 2016 Bakker et al.
PY - 2016/5/31
Y1 - 2016/5/31
N2 - Background: Chromosome instability leads to aneuploidy, a state in which cells have abnormal numbers of chromosomes, and is found in two out of three cancers. In a chromosomal instable p53 deficient mouse model with accelerated lymphomagenesis, we previously observed whole chromosome copy number changes affecting all lymphoma cells. This suggests that chromosome instability is somehow suppressed in the aneuploid lymphomas or that selection for frequently lost/gained chromosomes out-competes the CIN-imposed mis-segregation. Results: To distinguish between these explanations and to examine karyotype dynamics in chromosome instable lymphoma, we use a newly developed single-cell whole genome sequencing (scWGS) platform that provides a complete and unbiased overview of copy number variations (CNV) in individual cells. To analyse these scWGS data, we develop AneuFinder, which allows annotation of copy number changes in a fully automated fashion and quantification of CNV heterogeneity between cells. Single-cell sequencing and AneuFinder analysis reveals high levels of copy number heterogeneity in chromosome instability-driven murine T-cell lymphoma samples, indicating ongoing chromosome instability. Application of this technology to human B cell leukaemias reveals different levels of karyotype heterogeneity in these cancers. Conclusion: Our data show that even though aneuploid tumours select for particular and recurring chromosome combinations, single-cell analysis using AneuFinder reveals copy number heterogeneity. This suggests ongoing chromosome instability that other platforms fail to detect. As chromosome instability might drive tumour evolution, karyotype analysis using single-cell sequencing technology could become an essential tool for cancer treatment stratification.
AB - Background: Chromosome instability leads to aneuploidy, a state in which cells have abnormal numbers of chromosomes, and is found in two out of three cancers. In a chromosomal instable p53 deficient mouse model with accelerated lymphomagenesis, we previously observed whole chromosome copy number changes affecting all lymphoma cells. This suggests that chromosome instability is somehow suppressed in the aneuploid lymphomas or that selection for frequently lost/gained chromosomes out-competes the CIN-imposed mis-segregation. Results: To distinguish between these explanations and to examine karyotype dynamics in chromosome instable lymphoma, we use a newly developed single-cell whole genome sequencing (scWGS) platform that provides a complete and unbiased overview of copy number variations (CNV) in individual cells. To analyse these scWGS data, we develop AneuFinder, which allows annotation of copy number changes in a fully automated fashion and quantification of CNV heterogeneity between cells. Single-cell sequencing and AneuFinder analysis reveals high levels of copy number heterogeneity in chromosome instability-driven murine T-cell lymphoma samples, indicating ongoing chromosome instability. Application of this technology to human B cell leukaemias reveals different levels of karyotype heterogeneity in these cancers. Conclusion: Our data show that even though aneuploid tumours select for particular and recurring chromosome combinations, single-cell analysis using AneuFinder reveals copy number heterogeneity. This suggests ongoing chromosome instability that other platforms fail to detect. As chromosome instability might drive tumour evolution, karyotype analysis using single-cell sequencing technology could become an essential tool for cancer treatment stratification.
KW - Aneuploidy
KW - Copy number detection
KW - Karyotype heterogeneity
KW - Leukaemia
KW - Lymphoma
KW - Single-cell sequencing
UR - http://www.scopus.com/inward/record.url?scp=84971571146&partnerID=8YFLogxK
U2 - 10.1186/s13059-016-0971-7
DO - 10.1186/s13059-016-0971-7
M3 - Article
C2 - 27246460
AN - SCOPUS:84971571146
SN - 1474-7596
VL - 17
JO - Genome Biology
JF - Genome Biology
IS - 1
M1 - 115
ER -