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3.
Cell Genom ; 3(12): 100426, 2023 Dec 13.
Artigo em Inglês | MEDLINE | ID: mdl-38116120

RESUMO

Acute myeloid leukemia (AML) and myeloid neoplasms develop through acquisition of somatic mutations that confer mutation-specific fitness advantages to hematopoietic stem and progenitor cells. However, our understanding of mutational effects remains limited to the resolution attainable within immunophenotypically and clinically accessible bulk cell populations. To decipher heterogeneous cellular fitness to preleukemic mutational perturbations, we performed single-cell RNA sequencing of eight different mouse models with driver mutations of myeloid malignancies, generating 269,048 single-cell profiles. Our analysis infers mutation-driven perturbations in cell abundance, cellular lineage fate, cellular metabolism, and gene expression at the continuous resolution, pinpointing cell populations with transcriptional alterations associated with differentiation bias. We further develop an 11-gene scoring system (Stem11) on the basis of preleukemic transcriptional signatures that predicts AML patient outcomes. Our results demonstrate that a single-cell-resolution deep characterization of preleukemic biology has the potential to enhance our understanding of AML heterogeneity and inform more effective risk stratification strategies.

4.
Methods Mol Biol ; 2308: 301-337, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34057731

RESUMO

The study of hematopoiesis has been revolutionized in recent years by the application of single-cell RNA sequencing technologies. The technique coupled with rapidly developing bioinformatic analysis has provided great insight into the cell type compositions of many populations previously defined by their cell surface phenotype. Moreover, transcriptomic information enables the identification of individual molecules and pathways which define novel cell populations and their transitions including cell lineage decisions. Combining single-cell transcriptional profiling with molecular perturbations allows functional analysis of individual factors in gene regulatory networks and better understanding of the earliest stages of malignant transformation. In this chapter we describe a comprehensive protocol for scRNA-Seq analysis of the mouse bone marrow, using both plate-based (low throughput) and droplet-based (high throughput) methods. The protocol includes instructions for sample preparation, an antibody panel for flow cytometric purification of hematopoietic progenitors with index sorting for plate-based analysis or in bulk for droplet-based methods. The plate-based protocol described in this chapter is a combination of the Smart-Seq2 and mcSCRB-Seq protocols, optimized in our laboratory. It utilizes off-the-shelf reagents for cDNA preparation, is amenable to automation using a liquid handler, and takes 4 days from preparation of the cells for sorting to producing a sequencing-ready library. The droplet-based method (using for instance the 10× Genomics platform) relies on the manufacturer's user guide and commercial reagents, and takes 3 days from isolation of the cells to the production of a library ready for sequencing.


Assuntos
Perfilação da Expressão Gênica , Hematopoese , Células-Tronco Hematopoéticas/fisiologia , Análise de Célula Única , Transcriptoma , Animais , Linhagem da Célula , Separação Celular , Citometria de Fluxo , Biblioteca Gênica , Redes Reguladoras de Genes , Hematopoese/genética , Camundongos , Fenótipo , RNA-Seq
6.
J Infect ; 60(1): 21-5, 2010 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-19819256

RESUMO

OBJECTIVES: Review of all Salmonella infections diagnosed in the Cambridge area over 10 years. METHODS: All Salmonella enterica isolated in the Clinical Microbiology Laboratory, Addenbrooke's Hospital between 1.1.1999 and 31.12.2008 were included. Patient demographics, serotype and additional relevant details (travel history, resistance-type, phage-type) were recorded. RESULTS: 1003 episodes of Salmonella gastroenteritis were confirmed by stool culture, representing 88 serotypes. Serotypes Enteritidis (59%), Typhimurium (4.7%), Virchow (2.6%), Newport (1.8%) and Braenderup (1.7%) were the 5 most common isolates. There were an additional 37 invasive Salmonella infections (32 blood cultures, 4 tissue samples, 1 CSF). 13/15 patients with Salmonella Typhi or Salmonella Paratyphi isolated from blood or faeces with an available travel history had returned from the Indian subcontinent. 8/10 S. Typhi or Paratyphi isolates tested had reduced susceptibility to fluoroquinolones (MIC > or = 0.125 mg/L). 7/21 patients with non-typhoidal Salmonella bacteraemia were known to be immunosuppressed. CONCLUSION: This study describes Salmonella serotypes circulating within a defined geographical area over a decade. Prospective molecular analysis of isolates of S. enterica by multi-locus sequence typing (MLST) and single nucleotide polymorphism (SNP) detection will determine the geo-phylogenetic relationship of isolates within our region.


Assuntos
Gastroenterite/epidemiologia , Infecções por Salmonella/epidemiologia , Salmonella enterica/isolamento & purificação , Adolescente , Adulto , Bacteriemia/diagnóstico , Bacteriemia/epidemiologia , Farmacorresistência Bacteriana , Fezes/microbiologia , Gastroenterite/microbiologia , Humanos , Pessoa de Meia-Idade , Infecções por Salmonella/diagnóstico , Salmonella enterica/classificação , Reino Unido/epidemiologia , Adulto Jovem
7.
Cereb Cortex ; 14(10): 1122-33, 2004 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-15115742

RESUMO

To identify the origin and track the migratory pathway of specific subpopulations of GABAergic interneurons, we studied tangential migration in a recently developed GAD65-GFP transgenic mouse strain. First, we used immunohistochemical methods to characterize the expression of specific neurochemical markers in the GAD65-GFP neurons. Then, organotypic cultures were used in combination with birth-dating studies to determine the time of generation, place of origin and migratory route of these cells. From E14 to E15, the highest density of GAD65-GFP cells was seen in the lower intermediate zone; however, at later stages more GAD65-GFP cells were observed in the subventricular zone. Migratory GAD65-GFP cells express GAD65, but not calretinin or reelin. Surprisingly, only 4% were calbindin immunopositive. At P21, GAD65-GFP cells were found predominantly in layers II-III and expressed calretinin and neuropeptide Y. Remarkably, almost all cholecystokinin-positive but very few parvalbumin-positive neurons expressed GFP. In vitro studies demonstrated that the caudal ganglionic eminence gives rise to a large proportion of GAD65-GFP interneurons and in vivo birth-dating experiments showed that GAD65-GFP interneurons in supragranular layers are born at late embryonic development. Taken together these results support the idea that the destination layer of GABAergic interneurons is closely linked to their place of origin and time of generation.


Assuntos
Córtex Cerebral/química , Córtex Cerebral/embriologia , Glutamato Descarboxilase/análise , Interneurônios/química , Isoenzimas/análise , Proteínas Luminescentes/análise , Animais , Animais Recém-Nascidos , Córtex Cerebral/citologia , Feminino , Glutamato Descarboxilase/biossíntese , Proteínas de Fluorescência Verde , Humanos , Interneurônios/citologia , Isoenzimas/biossíntese , Proteínas Luminescentes/biossíntese , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos CBA , Camundongos Transgênicos , Técnicas de Cultura de Órgãos , Gravidez , Proteína Reelina
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