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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.
Leuk Res ; 98: 106454, 2020 11.
Article in English | MEDLINE | ID: mdl-32971364

ABSTRACT

Of BCR-ABL negative myeloproliferative neoplasm (MPN) patients, 3-14 % display a concomitant monoclonal gammopathy (MGUS). Nonetheless, literature on co-occurring MPN and MGUS is scarce, the molecular underpinnings are unknown and it is unclear whether patients require a specific management. Here, we compared the clinical and genetic features of MPN patients with and without concomitant MGUS. Of 114 MPN patients prospectively studied by serum immunofixation (median age, 67 years; 36.0 % essential thrombocythemia [ET], 24.6 % polycythemia vera [PV], 11.4 % secondary myelofibrosis [sMF], 28.1 % primary myelofibrois [PMF]; 73.7 % JAK2 V617F positive), 10 (9 %) harbored an M-protein. No relevant clinical differences existed between MPN patients with or without M-protein. Seven additional MPN/MGUS patients were retrospectively identified in our MPN registry, yielding a total of 17 patients (7 ET, 3 PV, 3 sMF, 4 PMF). One patient developed multiple myeloma (MM) and one smoldering MM. Seven of 12 patients analyzed carried mutations (e.g. in ASXL1 or TET2) in addition to those in JAK2 or CALR, and 4 of 10 patients showed aberrant cytogenetics. M-protein was mainly IgG (12/17), followed by IgM (4/17). In the two patients that underwent allogeneic stem cell transplantation mutant JAK2 and M-protein were no longer detectable post-transplant. In conclusion, MGUS prevalence in our cohort was in the range of previous reports and at most slightly higher than expected in the general population. MGUS presence did not correlate with a specific MPN entity, clinical features or genetic alterations. Our observations suggest that there is no strong clinical or biological relationship between the occurrence of MGUS and MPN.


Subject(s)
Hematologic Neoplasms , Monoclonal Gammopathy of Undetermined Significance , Myeloproliferative Disorders , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Hematologic Neoplasms/epidemiology , Hematologic Neoplasms/genetics , Hematologic Neoplasms/metabolism , Hematologic Neoplasms/pathology , Humans , Male , Middle Aged , Monoclonal Gammopathy of Undetermined Significance/epidemiology , Monoclonal Gammopathy of Undetermined Significance/genetics , Monoclonal Gammopathy of Undetermined Significance/metabolism , Monoclonal Gammopathy of Undetermined Significance/pathology , Myeloproliferative Disorders/epidemiology , Myeloproliferative Disorders/genetics , Myeloproliferative Disorders/metabolism , Myeloproliferative Disorders/pathology , Prevalence
6.
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
7.
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.

8.
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
9.
J Struct Biol ; 186(3): 335-48, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24631970

ABSTRACT

The design and selection of peptides targeting cellular proteins is challenging and often yields candidates with undesired properties. Therefore we deployed a new selection system based on the twin-arginine translocase (TAT) pathway of Escherichia coli, named hitchhiker translocation (HiT) selection. A pool of α-helix encoding sequences was designed and selected for interference with the coiled coil domain (CC) of a melanoma-associated basic-helix-loop-helix-leucine-zipper (bHLHLZ) protein, the microphthalmia associated transcription factor (MITF). One predominant sequence (iM10) was enriched during selection and showed remarkable protease resistance, high solubility and thermal stability while maintaining its specificity. Furthermore, it exhibited nanomolar range affinity towards the target peptide. A mutation screen indicated that target-binding helices of increased homodimer stability and improved expression rates were preferred in the selection process. The crystal structure of the iM10/MITF-CC heterodimer (2.1Å) provided important structural insights and validated our design predictions. Importantly, iM10 did not only bind to the MITF coiled coil, but also to the markedly more stable HLHLZ domain of MITF. Characterizing the selected variants of the semi-rational library demonstrated the potential of the innovative bacterial selection approach.


Subject(s)
Escherichia coli Proteins/chemistry , Membrane Transport Proteins/chemistry , Microphthalmia-Associated Transcription Factor/chemistry , Protein Engineering/methods , Recombinant Proteins/chemistry , Amino Acid Sequence , Base Sequence , Crystallography, X-Ray , Endopeptidase K/metabolism , Escherichia coli Proteins/genetics , Leucine Zippers , Membrane Transport Proteins/genetics , Microphthalmia-Associated Transcription Factor/genetics , Microphthalmia-Associated Transcription Factor/metabolism , Models, Molecular , Molecular Sequence Data , Mutation , Peptide Library , Protein Multimerization , Protein Stability , Protein Structure, Secondary , Protein Structure, Tertiary , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Solubility
10.
Blood ; 123(12): 1883-6, 2014 Mar 20.
Article in English | MEDLINE | ID: mdl-24493670

ABSTRACT

We describe the development of acute myeloid leukemia (AML) in an adult with CBL syndrome caused by a heterozygous de novo germline mutation in CBL codon D390. In the AML bone marrow, the mutated CBL allele was homozygous after copy number-neutral loss-of-heterozygosity and amplified through a chromosomal gain; moreover, an inv(16)(p13q22) and, as assessed by whole-exome sequencing, 12 gene mutations (eg, in CAND1, NID2, PTPRT, DOCK6) were additionally acquired. During complete remission of the AML, in the presence of normal blood counts, the hematopoiesis stably maintained the homozygous CBL mutation, which is reminiscent of the situation in children with CBL syndrome and transient juvenile myelomonocytic leukemia. No additional mutations were identified by whole-exome sequencing in granulocytes during complete remission. The study highlights the development of AML in an adult with CBL syndrome and, more generally, in genetically aberrant but clinically inconspicuous hematopoiesis.


Subject(s)
Leukemia, Myeloid, Acute/genetics , Proto-Oncogene Proteins c-cbl/genetics , Adult , Chromosome Aberrations , Chromosomes, Human, Pair 11/genetics , Gene Amplification , Germ-Line Mutation , Hematologic Diseases/complications , Hematologic Diseases/genetics , Hematopoiesis/genetics , Homozygote , Humans , Leukemia, Myeloid, Acute/etiology , Loss of Heterozygosity , Male , Spherocytosis, Hereditary/complications , Spherocytosis, Hereditary/genetics , Syndrome
11.
Protein Eng Des Sel ; 26(3): 225-42, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23223941

ABSTRACT

The twin-arginine translocation (TAT) pathway of the bacterial cytoplasmic membrane mediates translocation only of proteins that accomplished a native-like conformation. We deploy this feature in modular selection systems for directed evolution, in which folding helpers as well as dimeric or oligomeric protein-protein interactions enable TAT-dependent translocation of the resistance marker TEM ß-lactamase (ßL). Specifically, we demonstrate and analyze selection of (i) enhancers for folding by direct TAT translocation selection of a target protein interposed between the TorA signal sequence and ßL, (ii) dimeric or oligomeric protein-protein interactions by hitchhiker translocation (HiT) selection of proteins fused to the TorA signal sequence and to the ßL, respectively and (iii) heterotrimeric protein-protein interactions by combining HiT with protein fragment complementation selection of proteins fused to two split ßL fragments and TorA, respectively. The lactamase fragments were additionally engineered for improved activity and stability. Applicability was benchmarked with interaction partners of known affinity and multimerization whereby cellular fitness correlated well with biophysical protein properties. Ultimately, the HiT selection was employed to identify peptides, which specifically bind to leukemia- and melanoma-relevant target proteins (MITF and ETO) by coiled-coil or tetra-helix-bundle formation with high affinity. The various versions of TAT selection led to inhibiting peptides (iPEPs) of disease-promoting interactions and enabled so far difficult to achieve selections.


Subject(s)
Escherichia coli Proteins/metabolism , Escherichia coli/metabolism , Membrane Transport Proteins/metabolism , Protein Engineering/methods , Protein Interaction Mapping , beta-Lactamases/metabolism , Arginine/genetics , Arginine/metabolism , Cloning, Molecular/methods , Escherichia coli/chemistry , Escherichia coli/genetics , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/genetics , Membrane Transport Proteins/chemistry , Membrane Transport Proteins/genetics , Models, Molecular , Protein Folding , Protein Multimerization , Protein Transport , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , beta-Lactamases/chemistry , beta-Lactamases/genetics
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