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1.
Commun Biol ; 4(1): 153, 2021 02 01.
Article in English | MEDLINE | ID: mdl-33526904

ABSTRACT

Single-cell multi-omics are powerful means to study cell-to-cell heterogeneity. Here, we present a single-tube, bisulfite-free method for the simultaneous, genome-wide analysis of DNA methylation and genetic variants in single cells: epigenomics and genomics of single cells analyzed by restriction (epi-gSCAR). By applying this method, we obtained DNA methylation measurements of up to 506,063 CpGs and up to 1,244,188 single-nucleotide variants from single acute myeloid leukemia-derived cells. We demonstrate that epi-gSCAR generates accurate and reproducible measurements of DNA methylation and allows to differentiate between cell lines based on the DNA methylation and genetic profiles.


Subject(s)
DNA Methylation , Epigenesis, Genetic , Epigenome , Epigenomics , Leukemia, Myeloid, Acute/genetics , Single-Cell Analysis , Cell Line, Tumor , CpG Islands , Gene Expression Regulation, Neoplastic , High-Throughput Nucleotide Sequencing , Humans , Polymerase Chain Reaction , Polymorphism, Single Nucleotide , RNA-Seq , Reproducibility of Results
2.
Br J Haematol ; 182(6): 830-842, 2018 09.
Article in English | MEDLINE | ID: mdl-29974943

ABSTRACT

Knowledge of the molecular and clonal characteristics in the myelodysplastic syndromes (MDS) and during progression to acute myeloid leukaemia (AML) is essential to understand the disease dynamics and optimize treatment. Sequencing serial bone marrow samples of eight patients, we observed that MDS featured a median of 3 mutations. Mutations in genes involved in RNA-splicing or epigenetic regulation were most frequent, and exclusively present in the major clone. Minor subclones were distinguishable in three patients. As the MDS progressed, a median of one mutation was gained, leading to clonal outgrowth. No AML developed genetically independent of a pre-existing clone. The gained mutation mostly affected genes encoding signalling proteins. Additional acquisition of genomic aberrations frequently occurred. Upon treatment, emergence of new clones could be observed. As confirmed by single-cell sequencing, multiple mutations in identical genes in different clones were present within individual patients. DNA-methylation profiling in patients without identification of novel mutations in AML revealed methylation changes in individual genes. In conclusion, our data complement previous observations on the mutational and clonal characteristics in MDS and at progression. Moreover, DNA-methylation changes may be associated with progression in single patients. Redundancy of mutated genes in different clones suggests fertile grounds promoting clonal selection or acquisition.


Subject(s)
Clone Cells/pathology , Disease Progression , Leukemia, Myeloid, Acute/genetics , Myelodysplastic Syndromes/genetics , Myelodysplastic Syndromes/pathology , Adult , DNA Methylation , Female , Humans , Leukemia, Myeloid, Acute/etiology , Male , Middle Aged , Mutation , Myelodysplastic Syndromes/therapy , Single-Cell Analysis
3.
PLoS One ; 11(9): e0163455, 2016.
Article in English | MEDLINE | ID: mdl-27658049

ABSTRACT

Intratumoral genetic heterogeneity may impact disease outcome. Gold standard for dissecting clonal heterogeneity are single-cell analyses. Here, we present an efficient workflow based on an advanced Single-Cell Printer (SCP) device for the study of gene variants in single cancer cells. To allow for precise cell deposition into microwells the SCP was equipped with an automatic dispenser offset compensation, and the 384-microwell plates were electrostatically neutralized. The ejection efficiency was 99.7% for fluorescent beads (n = 2304) and 98.7% for human cells (U-2 OS or Kasumi-1 cancer cell line, acute myeloid leukemia [AML] patient; n = 150). Per fluorescence microscopy, 98.8% of beads were correctly delivered into the wells. A subset of single cells (n = 81) was subjected to whole genome amplification (WGA), which was successful in all cells. On empty droplets, a PCR on LINE1 retrotransposons yielded no product after WGA, verifying the absence of free-floating DNA in SCP-generated droplets. Representative gene variants identified in bulk specimens were sequenced in single-cell WGA DNA. In U-2 OS, 22 of 25 cells yielded results for both an SLC34A2 and TET2 mutation site, including cells harboring the SLC34A2 but not the TET2 mutation. In one cell, the TET2 mutation analysis was inconclusive due to allelic dropout, as assessed via polymorphisms located close to the mutation. Of Kasumi-1, 23 of 33 cells with data on both the KIT and TP53 mutation site harbored both mutations. In the AML patient, 21 of 23 cells were informative for a TP53 polymorphism; the identified alleles matched the loss of chromosome arm 17p. The advanced SCP allows efficient, precise and gentle isolation of individual cells for subsequent WGA and routine PCR/sequencing-based analyses of gene variants. This makes single-cell information readily accessible to a wide range of applications and can provide insights into clonal heterogeneity that were indeterminable solely by analyses of bulk specimens.

4.
Leuk Res ; 47: 41-6, 2016 08.
Article in English | MEDLINE | ID: mdl-27244256

ABSTRACT

We recently described the development of an inv(16) acute myeloid leukemia (AML) in a CBL mutated clonal hematopoiesis. Here, we further characterized the clonal composition and evolution of the AML based on the genetic information from the bulk specimen and analyses of individual bone marrow cells for mutations in CAND1, PTPRT, and DOCK6. To control for allele dropout, heterozygous polymorphisms located close to the respective mutation loci were assessed in parallel. The clonal composition concluded from exome sequencing suggested a proliferation advantage associated with the acquisition of mutations in CAND1, PTPRT, and DOCK6. Out of 102 single cell sequencing reactions on these mutations and the respective polymorphisms, analyses yielded conclusive results for at least 2 mutation sites in 12 cells. The single cell genotyping not only confirmed the co-occurrence of the PTPRT, CAND1 and DOCK6 mutations in the same AML clone but also revealed a clonal hierarchy, as the PTPRT mutation was likely acquired after the CAND1 and DOCK6 mutations. This insight had not been possible based solely on the exome sequencing data and suggests that the mutation in PTPRT, which encodes a STAT3-inhibiting protein tyrosine phosphatase, contributed to the AML development at a later stage by enhancing proliferation.


Subject(s)
Exome/genetics , Genotype , Hematopoiesis , Leukemia, Myeloid, Acute/genetics , Mutation , Oncogene Proteins, Fusion , Single-Cell Analysis/methods , Cell Proliferation , Clone Cells/pathology , Guanine Nucleotide Exchange Factors/genetics , Leukemia, Myeloid, Acute/etiology , Leukemia, Myeloid, Acute/pathology , Receptor-Like Protein Tyrosine Phosphatases, Class 2/genetics , Transcription Factors/genetics
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