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1.
bioRxiv ; 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38617287

RESUMO

Current approaches to lineage tracing of stem cell clones require genetic engineering or rely on sparse somatic DNA variants, which are difficult to capture at single-cell resolution. Here, we show that targeted single-cell measurements of DNA methylation at single-CpG resolution deliver joint information about cellular differentiation state and clonal identities. We develop EPI-clone, a droplet-based method for transgene-free lineage tracing, and apply it to study hematopoiesis, capturing hundreds of clonal trajectories across almost 100,000 single-cells. Using ground-truth genetic barcodes, we demonstrate that EPI-clone accurately identifies clonal lineages throughout hematopoietic differentiation. Applied to unperturbed hematopoiesis, we describe an overall decline of clonal complexity during murine ageing and the expansion of rare low-output stem cell clones. In aged human donors, we identified expanded hematopoietic clones with and without genetic lesions, and various degrees of clonal complexity. Taken together, EPI-clone enables accurate and transgene-free single-cell lineage tracing at scale.

2.
Cell Stem Cell ; 30(5): 706-721.e8, 2023 05 04.
Artigo em Inglês | MEDLINE | ID: mdl-37098346

RESUMO

Inter-patient variability and the similarity of healthy and leukemic stem cells (LSCs) have impeded the characterization of LSCs in acute myeloid leukemia (AML) and their differentiation landscape. Here, we introduce CloneTracer, a novel method that adds clonal resolution to single-cell RNA-seq datasets. Applied to samples from 19 AML patients, CloneTracer revealed routes of leukemic differentiation. Although residual healthy and preleukemic cells dominated the dormant stem cell compartment, active LSCs resembled their healthy counterpart and retained erythroid capacity. By contrast, downstream myeloid progenitors constituted a highly aberrant, disease-defining compartment: their gene expression and differentiation state affected both the chemotherapy response and leukemia's ability to differentiate into transcriptomically normal monocytes. Finally, we demonstrated the potential of CloneTracer to identify surface markers misregulated specifically in leukemic cells. Taken together, CloneTracer reveals a differentiation landscape that mimics its healthy counterpart and may determine biology and therapy response in AML.


Assuntos
Leucemia Mieloide Aguda , Multiômica , Humanos , Leucemia Mieloide Aguda/genética , Diferenciação Celular , Células-Tronco Neoplásicas/metabolismo
3.
Nat Biotechnol ; 40(3): 382-390, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34663920

RESUMO

Phosphorylation is a critical post-translational modification involved in the regulation of almost all cellular processes. However, fewer than 5% of thousands of recently discovered phosphosites have been functionally annotated. In this study, we devised a chemical genetic approach to study the functional relevance of phosphosites in Saccharomyces cerevisiae. We generated 474 yeast strains with mutations in specific phosphosites that were screened for fitness in 102 conditions, along with a gene deletion library. Of these phosphosites, 42% exhibited growth phenotypes, suggesting that these are more likely functional. We inferred their function based on the similarity of their growth profiles with that of gene deletions and validated a subset by thermal proteome profiling and lipidomics. A high fraction exhibited phenotypes not seen in the corresponding gene deletion, suggestive of a gain-of-function effect. For phosphosites conserved in humans, the severity of the yeast phenotypes is indicative of their human functional relevance. This high-throughput approach allows for functionally characterizing individual phosphosites at scale.


Assuntos
Proteínas de Saccharomyces cerevisiae , Saccharomyces cerevisiae , Fosforilação , Processamento de Proteína Pós-Traducional/genética , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo
4.
Nat Commun ; 12(1): 1366, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33649320

RESUMO

Cancer stem cells drive disease progression and relapse in many types of cancer. Despite this, a thorough characterization of these cells remains elusive and with it the ability to eradicate cancer at its source. In acute myeloid leukemia (AML), leukemic stem cells (LSCs) underlie mortality but are difficult to isolate due to their low abundance and high similarity to healthy hematopoietic stem cells (HSCs). Here, we demonstrate that LSCs, HSCs, and pre-leukemic stem cells can be identified and molecularly profiled by combining single-cell transcriptomics with lineage tracing using both nuclear and mitochondrial somatic variants. While mutational status discriminates between healthy and cancerous cells, gene expression distinguishes stem cells and progenitor cell populations. Our approach enables the identification of LSC-specific gene expression programs and the characterization of differentiation blocks induced by leukemic mutations. Taken together, we demonstrate the power of single-cell multi-omic approaches in characterizing cancer stem cells.


Assuntos
Células Clonais/patologia , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/patologia , Células-Tronco Neoplásicas/metabolismo , Células-Tronco Neoplásicas/patologia , Análise de Célula Única , Transcriptoma/genética , Biomarcadores Tumorais/genética , Medula Óssea/patologia , Diferenciação Celular , Regulação Leucêmica da Expressão Gênica , Genoma , Células-Tronco Hematopoéticas/patologia , Humanos , Células K562 , Mitocôndrias/genética , Mutação/genética
5.
G3 (Bethesda) ; 11(1)2021 01 18.
Artigo em Inglês | MEDLINE | ID: mdl-33561223

RESUMO

Through the increase in the capacity of sequencing machines massively parallel sequencing of thousands of samples in a single run is now possible. With the improved throughput and resulting drop in the price of sequencing, the cost and time for preparation of sequencing libraries have become the major bottleneck in large-scale experiments. Methods using a hyperactive variant of the Tn5 transposase efficiently generate libraries starting from cDNA or genomic DNA in a few hours and are highly scalable. For genome sequencing, however, the time and effort spent on genomic DNA isolation limit the practicability of sequencing large numbers of samples. Here, we describe a highly scalable method for preparing high-quality whole-genome sequencing libraries directly from Saccharomyces cerevisiae cultures in less than 3 h at 34 cents per sample. We skip the rate-limiting step of genomic DNA extraction by directly tagmenting lysed yeast spheroplasts and add a nucleosome release step prior to enrichment PCR to improve the evenness of genomic coverage. Resulting libraries do not show any GC bias and are comparable in quality to libraries processed from genomic DNA with a commercially available Tn5-based kit. We use our protocol to investigate CRISPR/Cas9 on- and off-target edits and reliably detect edited variants and shared polymorphisms between strains. Our protocol enables rapid preparation of unbiased and high-quality, sequencing-ready indexed libraries for hundreds of yeast strains in a single day at a low price. By adjusting individual steps of our workflow, we expect that our protocol can be adapted to other organisms.


Assuntos
Sequenciamento de Nucleotídeos em Larga Escala , Saccharomyces cerevisiae , DNA , Biblioteca Gênica , Saccharomyces cerevisiae/genética , Análise de Sequência de DNA , Sequenciamento Completo do Genoma
6.
Parkinsonism Relat Disord ; 28: 56-61, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27132499

RESUMO

INTRODUCTION: Mutations in dynactin DCTN1 (p150(glued)) have previously been linked to familial motor neuron disease or Perry syndrome (PS) consisting of depression, parkinsonism and hypoventilation. METHODS: We sequenced DCTN1 in 636 Caucasian patients with parkinsonism (Parkinson's disease and Parkinson-plus syndromes) and 508 healthy controls. Variants (MAF < 0.01) were subsequently genotyped in Caucasian (1360 cases and 1009 controls) and Asian cohorts (1046 cases and 830 controls), and the functional implications of pathogenic variants were assessed. RESULTS: We identified 17 rare variants leading to non-synonymous amino-acid substitutions. Four of the variants were only observed in control subjects, four in both cases and controls and the remaining nine in cases only. One of the variants, DCTN1 p.K56R, was present in two patients with progressive supranuclear palsy (PSP) with a shared minimal 2.2 Mb haplotype. Both subjects have parkinsonism as the most prominent symptom with abnormal ocular movements, moderate cognitive impairment and little to no l-dopa response. Neither subject presents with depression, central hypoventilation or weight loss. For one of the subjects MRI shows symmetrical atrophy of temporal and frontoparietal lobes. In HEK293 cells mutant p150(glued) (p.K56R) shows less affinity for microtubules than wild-type, with a more diffuse cytoplasmic distribution. CONCLUSIONS: We have identified DCTN1 p.K56R in patients with PSP. This variant is immediately adjacent to the N-terminal p150(glued) 'CAP-Gly' domain, affects a highly conserved amino acid and alters the protein's affinity to microtubules and its cytoplasmic distribution.


Assuntos
Complexo Dinactina/genética , Transtornos Parkinsonianos/genética , Paralisia Supranuclear Progressiva/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Células HEK293 , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , Doença de Parkinson/genética , Fenótipo , Paralisia Supranuclear Progressiva/fisiopatologia , Adulto Jovem
7.
Ann Neurol ; 79(6): 991-9, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-27091628

RESUMO

OBJECTIVE: The relationship between Parkinson disease (PD), PD with dementia (PDD), and dementia with Lewy bodies (DLB) has long been debated. Although PD is primarily considered a motor disorder, cognitive impairment is often present at diagnosis, and only ∼20% of patients remain cognitively intact in the long term. Alpha-synuclein (SNCA) was first implicated in the pathogenesis of the disease when point mutations and locus multiplications were identified in familial parkinsonism with dementia. In worldwide populations, SNCA genetic variability remains the most reproducible risk factor for idiopathic PD. However, few investigators have looked at SNCA variability in terms of cognitive outcomes. METHODS: We have used targeted high-throughput sequencing to characterize the 135kb SNCA locus in a large multinational cohort of patients with PD, PDD, and DLB and healthy controls. RESULTS: An analysis of 43 tagging single nucleotide polymorphisms across the SNCA locus shows 2 distinct association profiles for symptoms of parkinsonism and/or dementia, respectively, toward the 3' or the 5' of the SNCA gene. In addition, we define a specific haplotype in intron 4 that is directly associated with PDD. The PDD risk haplotype has been interrogated at single nucleotide resolution and is uniquely tagged by an expanded TTTCn repeat. INTERPRETATION: Our data show that PD, PDD, and DLB, rather than a disease continuum, have distinct genetic etiologies albeit within one genomic locus. Such results may serve as prognostic biomarkers to these disorders, to inform physicians and patients, and to assist in the design and stratification of clinical trials aimed at disease modification. Ann Neurol 2016;79:991-999.


Assuntos
Disfunção Cognitiva/genética , Demência/genética , Doença por Corpos de Lewy/genética , Doença por Corpos de Lewy/psicologia , Doença de Parkinson/genética , Doença de Parkinson/psicologia , alfa-Sinucleína/genética , Idoso , Idoso de 80 Anos ou mais , Biomarcadores , Estudos de Casos e Controles , Disfunção Cognitiva/complicações , Demência/complicações , Demência/psicologia , Feminino , Predisposição Genética para Doença/genética , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Doença por Corpos de Lewy/complicações , Masculino , Doença de Parkinson/complicações , Polimorfismo de Nucleotídeo Único/genética
10.
Ann Neurol ; 77(3): 458-68, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25558820

RESUMO

OBJECTIVE: Amyotrophic lateral sclerosis/parkinsonism-dementia complex has been described in Guam, Western Papua, and the Kii Peninsula of Japan. The etiology and pathogenesis of this complex neurodegenerative disease remains enigmatic. METHODS: In this study, we have used targeted genomic sequencing to evaluate the contribution of genetic variability in the pathogenesis of amyotrophic lateral sclerosis, parkinsonism, and dementia in Guamanian Chamorros. RESULTS: Genes previously linked to or associated with amyotrophic lateral sclerosis, parkinsonism, dementia, and related neurodegenerative syndromes were sequenced in Chamorro subjects living in the Mariana Islands. Homozygous PINK1 p.L347P, heterozygous DCTN1 p.T54I, FUS p.P431L, and HTT (42 CAG repeats) were identified as pathogenic mutations. INTERPRETATION: The findings explain the clinical, pathologic, and genetic heterogeneity observed in some multi-incident families and contribute to the excess incidence of neurodegeneration previously reported on Guam.


Assuntos
Esclerose Lateral Amiotrófica/genética , Demência/genética , Proteínas Associadas aos Microtúbulos/genética , Proteínas do Tecido Nervoso/genética , Doença de Parkinson/genética , Proteínas Quinases/genética , Proteína FUS de Ligação a RNA/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Esclerose Lateral Amiotrófica/epidemiologia , Demência/epidemiologia , Complexo Dinactina , Guam/epidemiologia , Humanos , Proteína Huntingtina , Masculino , Pessoa de Meia-Idade , Doença de Parkinson/epidemiologia , Linhagem , Síndrome
11.
Mov Disord ; 30(4): 580-4, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25475142

RESUMO

BACKGROUND: A pathogenic mutation (VPS35 p.D620N) within the retromer complex has been shown to segregate with late-onset Parkinson's disease (PD). Several studies have subsequently detected the mutation in patients with PD and not in controls. METHODS: Mutation screening of the coding regions of the retromer cargo recognition complex genes (VPS26A/B, VPS29, and VPS35) was carried out in patients with PD (n = 396), atypical parkinsonism (n = 229), and in 368 controls. RESULTS: Overall, we identified five rare nonsynonymous mutations in VPS26A and one in VPS35; none were observed in VPS26B or VPS29. Three VPS26A variants (p.K93E, p.M112V, and p.K297X), identified in patients with atypical parkinsonism, were not observed in controls from this study (n = 368) or from publically available data sets (n = 4,426). CONCLUSION: Our results support the hypothesis that rare variants in the retromer complex genes may be involved in the development of parkinsonism, although further studies are warranted before any solid conclusions can be drawn.


Assuntos
Predisposição Genética para Doença/genética , Variação Genética/genética , Transtornos Parkinsonianos/genética , Proteínas de Transporte Vesicular/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise Mutacional de DNA , Feminino , Humanos , Cooperação Internacional , Masculino , Pessoa de Meia-Idade , Adulto Jovem
12.
Neurobiol Aging ; 35(5): 1125-31, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24355527

RESUMO

Parkinson disease is a progressive neurodegenerative disease for which leucine-rich repeat kinase 2 (LRRK2 carriers) p.G2019S confers substantial genotypic and population attributable risk. With informed consent, we have recruited clinical data from 778 patients from Tunisia (of which 266 have LRRK2 parkinsonism) and 580 unaffected subjects. Motor, autonomic, and cognitive assessments in idiopathic Parkinson disease and LRRK2 patients were compared with regression models. The age-associated cumulative incidence of LRRK2 parkinsonism was also estimated using case-control and family-based designs. LRRK2 parkinsonism patients had slightly less gastrointestinal dysfunction and rapid eye movement sleep disorder. Overall, disease penetrance in LRRK2 carriers was 80% by 70 years but women become affected a median 5 years younger than men. Idiopathic Parkinson disease patients with younger age at diagnosis have slower disease progression. However, age at diagnoses does not predict progression in LRRK2 parkinsonism. LRRK2 p.G2019S mutation is a useful aid to diagnosis and modifiers of disease in LRRK2 parkinsonism may aid in developing therapeutic targets.


Assuntos
Mutação , Doença de Parkinson/genética , Proteínas Serina-Treonina Quinases/genética , Fatores Etários , Idade de Início , Idoso , Estudos de Casos e Controles , Cognição , Progressão da Doença , Feminino , Humanos , Incidência , Serina-Treonina Proteína Quinase-2 com Repetições Ricas em Leucina , Masculino , Pessoa de Meia-Idade , Terapia de Alvo Molecular , Atividade Motora , Doença de Parkinson/diagnóstico , Doença de Parkinson/epidemiologia , Doença de Parkinson/fisiopatologia , Análise de Regressão , Risco , Fatores Sexuais
13.
Hum Mol Genet ; 23(7): 1794-801, 2014 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-24218364

RESUMO

A Saskatchewan multi-incident family was clinically characterized with Parkinson disease (PD) and Lewy body pathology. PD segregates as an autosomal-dominant trait, which could not be ascribed to any known mutation. DNA from three affected members was subjected to exome sequencing. Genome alignment, variant annotation and comparative analyses were used to identify shared coding mutations. Sanger sequencing was performed within the extended family and ethnically matched controls. Subsequent genotyping was performed in a multi-ethnic case-control series consisting of 2928 patients and 2676 control subjects from Canada, Norway, Taiwan, Tunisia, and the USA. A novel mutation in receptor-mediated endocytosis 8/RME-8 (DNAJC13 p.Asn855Ser) was found to segregate with disease. Screening of cases and controls identified four additional patients with the mutation, of which two had familial parkinsonism. All carriers shared an ancestral DNAJC13 p.Asn855Ser haplotype and claimed Dutch-German-Russian Mennonite heritage. DNAJC13 regulates the dynamics of clathrin coats on early endosomes. Cellular analysis shows that the mutation confers a toxic gain-of-function and impairs endosomal transport. DNAJC13 immunoreactivity was also noted within Lewy body inclusions. In late-onset disease which is most reminiscent of idiopathic PD subtle deficits in endosomal receptor-sorting/recycling are highlighted by the discovery of pathogenic mutations VPS35, LRRK2 and now DNAJC13. With this latest discovery, and from a neuronal perspective, a temporal and functional ecology is emerging that connects synaptic exo- and endocytosis, vesicular trafficking, endosomal recycling and the endo-lysosomal degradative pathway. Molecular deficits in these processes are genetically linked to the phenotypic spectrum of parkinsonism associated with Lewy body pathology.


Assuntos
Corpos de Lewy/genética , Chaperonas Moleculares/genética , Mutação/genética , Doença de Parkinson/genética , Adulto , Idade de Início , Idoso , Sequência de Bases , Estudos de Casos e Controles , Células Cultivadas , Endocitose/genética , Endossomos/genética , Família , Feminino , Predisposição Genética para Doença , Haplótipos , Humanos , Serina-Treonina Proteína Quinase-2 com Repetições Ricas em Leucina , Doença por Corpos de Lewy/genética , Masculino , Pessoa de Meia-Idade , Chaperonas Moleculares/imunologia , Linhagem , Proteínas Serina-Treonina Quinases/genética , Alinhamento de Sequência , Análise de Sequência de DNA , Proteínas de Transporte Vesicular/genética
14.
Mov Disord ; 28(6): 811-3, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23457019

RESUMO

BACKGROUND: Alpha-synuclein plays a central role in the pathophysiology of Parkinson's disease. Three missense mutations in SNCA, the gene encoding alpha-synuclein, as well as genomic multiplications have been identified as causes for autosomal-dominantly inherited Parkinsonism. METHODS: Here, we describe a novel missense mutation in exon 4 of SNCA encoding a H50Q substitution in a patient with dopa-responsive Parkinson's disease with a family history of parkinsonism and dementia. RESULTS: The variant was not observed in public databases or identified in unrelated subjects. CONCLUSIONS: The substitution's evolutionary conservation and protein modeling provide additional support for pathogenicity as the amino acid perturbs the same amphipathic alpha helical structure as the previously described pathogenic mutations.


Assuntos
Glutamina/genética , Histidina/genética , Mutação/genética , Doença de Parkinson/genética , alfa-Sinucleína/genética , Humanos , Masculino , Pessoa de Meia-Idade , Linhagem
15.
Parkinsonism Relat Disord ; 19(5): 563-5, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23415606

RESUMO

A variant in Syntaxin 6 (a soluble N-ethylmaleimide-sensitive factor attachment protein receptor STX6) (rs1411478) has been shown to be associated with progressive supranuclear palsy (PSP). Although Parkinson's disease (PD) and PSP are distinct neurodegenerative diseases, they share some clinical and genetic features. In this study, we evaluated STX6 genetic variability in PD susceptibility in ethnically matched case-control series from Canada, Norway, Taiwan and Tunisia and we evaluated the presence of pathogenic mutations within families. No pathogenic mutations were found in STX6. Similarly, statistical analysis of rs1411478 failed to identify differences in genotype or allelic frequencies between cases and controls. Our results do not support a role for STX6 in PD.


Assuntos
Estudos de Associação Genética/métodos , Predisposição Genética para Doença/genética , Doença de Parkinson/diagnóstico , Doença de Parkinson/genética , Proteínas Qa-SNARE/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Canadá/etnologia , Estudos de Casos e Controles , Feminino , Predisposição Genética para Doença/etnologia , Humanos , Masculino , Pessoa de Meia-Idade , Noruega/etnologia , Doença de Parkinson/etnologia , Fatores de Risco , Taiwan/etnologia , Tunísia/etnologia
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