RESUMEN
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.
Asunto(s)
Metilación de ADN , Epigénesis Genética , Epigenoma , Epigenómica , Leucemia Mieloide Aguda/genética , Análisis de la Célula Individual , Línea Celular Tumoral , Islas de CpG , Regulación Neoplásica de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Reacción en Cadena de la Polimerasa , Polimorfismo de Nucleótido Simple , RNA-Seq , Reproducibilidad de los ResultadosRESUMEN
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.
Asunto(s)
Neoplasias Hematológicas , Gammopatía Monoclonal de Relevancia Indeterminada , Trastornos Mieloproliferativos , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Femenino , Neoplasias Hematológicas/epidemiología , Neoplasias Hematológicas/genética , Neoplasias Hematológicas/metabolismo , Neoplasias Hematológicas/patología , Humanos , Masculino , Persona de Mediana Edad , Gammopatía Monoclonal de Relevancia Indeterminada/epidemiología , Gammopatía Monoclonal de Relevancia Indeterminada/genética , Gammopatía Monoclonal de Relevancia Indeterminada/metabolismo , Gammopatía Monoclonal de Relevancia Indeterminada/patología , Trastornos Mieloproliferativos/epidemiología , Trastornos Mieloproliferativos/genética , Trastornos Mieloproliferativos/metabolismo , Trastornos Mieloproliferativos/patología , PrevalenciaAsunto(s)
Crisis Blástica , Proteínas de Fusión bcr-abl , Leucemia Mielógena Crónica BCR-ABL Positiva , Proteínas de Fusión Oncogénica , Proteínas Proto-Oncogénicas c-kit , Pirimidinas/administración & dosificación , Adulto , Crisis Blástica/tratamiento farmacológico , Crisis Blástica/genética , Crisis Blástica/metabolismo , Crisis Blástica/patología , Proteínas de Fusión bcr-abl/genética , Proteínas de Fusión bcr-abl/metabolismo , Humanos , Leucemia Mielógena Crónica BCR-ABL Positiva/tratamiento farmacológico , Leucemia Mielógena Crónica BCR-ABL Positiva/genética , Leucemia Mielógena Crónica BCR-ABL Positiva/metabolismo , Leucemia Mielógena Crónica BCR-ABL Positiva/patología , Masculino , Proteínas de Fusión Oncogénica/genética , Proteínas de Fusión Oncogénica/metabolismo , Proteínas Proto-Oncogénicas c-kit/genética , Proteínas Proto-Oncogénicas c-kit/metabolismoAsunto(s)
N-Metiltransferasa de Histona-Lisina/genética , Leucemia Mieloide Aguda/genética , Proteína de la Leucemia Mieloide-Linfoide/genética , Proteínas de Fusión Oncogénica/genética , Proteínas/genética , Reordenamiento Génico , Humanos , Persona de Mediana Edad , Mutación , Análisis de Secuencia , Translocación GenéticaRESUMEN
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.
Asunto(s)
Células Clonales/patología , Progresión de la Enfermedad , Leucemia Mieloide Aguda/genética , Síndromes Mielodisplásicos/genética , Síndromes Mielodisplásicos/patología , Adulto , Metilación de ADN , Femenino , Humanos , Leucemia Mieloide Aguda/etiología , Masculino , Persona de Mediana Edad , Mutación , Síndromes Mielodisplásicos/terapia , Análisis de la Célula IndividualRESUMEN
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.
RESUMEN
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.
Asunto(s)
Exoma/genética , Genotipo , Hematopoyesis , Leucemia Mieloide Aguda/genética , Mutación , Proteínas de Fusión Oncogénica , Análisis de la Célula Individual/métodos , Proliferación Celular , Células Clonales/patología , Factores de Intercambio de Guanina Nucleótido/genética , Leucemia Mieloide Aguda/etiología , Leucemia Mieloide Aguda/patología , Proteínas Tirosina Fosfatasas Clase 2 Similares a Receptores/genética , Factores de Transcripción/genéticaRESUMEN
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.
Asunto(s)
Proteínas de Escherichia coli/química , Proteínas de Transporte de Membrana/química , Factor de Transcripción Asociado a Microftalmía/química , Ingeniería de Proteínas/métodos , Proteínas Recombinantes/química , Secuencia de Aminoácidos , Secuencia de Bases , Cristalografía por Rayos X , Endopeptidasa K/metabolismo , Proteínas de Escherichia coli/genética , Leucina Zippers , Proteínas de Transporte de Membrana/genética , Factor de Transcripción Asociado a Microftalmía/genética , Factor de Transcripción Asociado a Microftalmía/metabolismo , Modelos Moleculares , Datos de Secuencia Molecular , Mutación , Biblioteca de Péptidos , Multimerización de Proteína , Estabilidad Proteica , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , SolubilidadRESUMEN
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.
Asunto(s)
Leucemia Mieloide Aguda/genética , Proteínas Proto-Oncogénicas c-cbl/genética , Adulto , Aberraciones Cromosómicas , Cromosomas Humanos Par 11/genética , Amplificación de Genes , Mutación de Línea Germinal , Enfermedades Hematológicas/complicaciones , Enfermedades Hematológicas/genética , Hematopoyesis/genética , Homocigoto , Humanos , Leucemia Mieloide Aguda/etiología , Pérdida de Heterocigocidad , Masculino , Esferocitosis Hereditaria/complicaciones , Esferocitosis Hereditaria/genética , SíndromeRESUMEN
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.