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1.
Nature ; 627(8003): 389-398, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38253266

RESUMO

The human blood system is maintained through the differentiation and massive amplification of a limited number of long-lived haematopoietic stem cells (HSCs)1. Perturbations to this process underlie diverse diseases, but the clonal contributions to human haematopoiesis and how this changes with age remain incompletely understood. Although recent insights have emerged from barcoding studies in model systems2-5, simultaneous detection of cell states and phylogenies from natural barcodes in humans remains challenging. Here we introduce an improved, single-cell lineage-tracing system based on deep detection of naturally occurring mitochondrial DNA mutations with simultaneous readout of transcriptional states and chromatin accessibility. We use this system to define the clonal architecture of HSCs and map the physiological state and output of clones. We uncover functional heterogeneity in HSC clones, which is stable over months and manifests as both differences in total HSC output and biases towards the production of different mature cell types. We also find that the diversity of HSC clones decreases markedly with age, leading to an oligoclonal structure with multiple distinct clonal expansions. Our study thus provides a clonally resolved and cell-state-aware atlas of human haematopoiesis at single-cell resolution, showing an unappreciated functional diversity of human HSC clones and, more broadly, paving the way for refined studies of clonal dynamics across a range of tissues in human health and disease.


Assuntos
Linhagem da Célula , Hematopoese , Células-Tronco Hematopoéticas , Humanos , Cromatina/genética , Cromatina/metabolismo , Células Clonais/classificação , Células Clonais/citologia , Células Clonais/metabolismo , DNA Mitocondrial/genética , Células-Tronco Hematopoéticas/classificação , Células-Tronco Hematopoéticas/citologia , Células-Tronco Hematopoéticas/metabolismo , Mutação , Análise de Célula Única , Transcrição Gênica , Envelhecimento
2.
São Paulo; s.n; s.n; 2023. 111 p. tab, graf, ilus.
Tese em Português | LILACS | ID: biblio-1437605

RESUMO

O envelhecimento é um processo fisiológico que traz consigo uma série de alterações no organismo que se estendem até o nível molecular. Diante disto, este é um processo complexo que afeta diversos tecidos, sendo um deles o hematopoético, local onde, através de interações da Célula Tronco Hematopoética (CTH) com o ambiente ao seu redor, incluindo a Célula Tronco Mesenquimal (CTM), ocorre a hematopoese. Embora já sejam descritas na literatura algumas alterações na medula óssea consequentes do envelhecimento, os mecanismos por trás de tais mudanças permanecem elusivas, principalmente no âmbito das interações celulares ocorrentes na medula óssea. Portanto, este trabalho buscou investigar como o envelhecimento afeta a regulação hematopoética no contexto de sua relação com as CTM medulares. Para esta pesquisa, foram utilizados camundongos machos isogênicos da linhagem C57BL/6, dividindoos em grupos conforme sua idade: jovens (3 ­ 5 meses) e idosos (18 ­ 19 meses). Foi realizada a caracterização do modelo através de aspectos físicos como consumo proteico, variação de peso, entre outros, seguido de avaliação bioquímica e hematológica. Adicionalmente, foram coletadas células medulares e, posteriormente, realizado o isolamento das CTMs. Para estudar a relação destas células com a hematopoese, foram realizados ensaios in vitro utilizando a linhagem celular leucêmica C1498 (TIB-49™, ATCC®) mantidas em contato com o sobrenadante das CTMs isoladas. Quanto aos parâmetros bioquímicos, os animais idosos apresentaram menores níveis de albumina, aspartato alanina transferase (ALT) e de triglicerídeos quando comparados aos animais jovens. Contrariamente, os animais idosos apresentaram um maior nível de colesterol. Na avaliação hematológica, foi constatado pelo hemograma que os animais idosos apresentaram valores comparáveis aos animais jovens, todavia, o mielograma mostrou menor celularidade geral, seguido de menor número de células da linhagem eritroide e maior número de precursores granulocíticos. Através da imunofenotipagem, foi revelado um maior número de CTHs e de precursores grânulosmonocíticos na medula de animais idosos quando comparado aos jovens, e uma menor frequência de progenitores linfoides. Na imunofenotipagem de sangue periférico de animais idosos houve uma redução no número de linfócitos B e de eritrócitos, e aumento na população de células natural killers. Na imunofenotipagem de CTMs, o marcador CD73 apresentou menor expressão nos animais idosos. Avaliando o secretoma destas células estromais, foram encontrados no sobrenadante de CTMs de animais idosos aumentos significativos nas concentrações de CXCL12 e SCF e redução de IL-11. No âmbito molecular, as CTMs de animais idosos apresentaram aumento na expressão de Akt1, Nos e Ppar-γ, e redução na expressão de Csf3 e Cdh2. Adicionalmente, quando comparado a ação das CTMs de animais idosos em relação as CTMs de animais jovens, observou-se que CTMs de animais idosos foram capazes de aumentar a expressão de Sox2, Pou5f1 e Nanog e diminuir a expressão de Cdkn1a de células da linhagem C1498. O sobrenadante de CTMs de animais idosos também resultou na maior proliferação e migração de células da linhagem C1498. Portanto, levando em consideração a importância das CTMs sobre a regulação do sistema hematopoético, pode-se concluir que, no envelhecimento, as CTMs criam um ambiente propício para a proliferação celular no qual a manutenção da pluripotência é estimulada, o que pode acarretar em uma desregulação do sítio hematopoético quando habitado por células malignas


Aging is a physiological process in which occurs a series of alterations in an organism that extend to a molecular level. It is a complex process that affects various tissues, one of them being the bone marrow, wherethrough the interactions of the hematopoietic stem cell (CTH) with its surrounding environment, including with the mesenchymal stem cell (CTM), hematopoiesis takes place. Although some aging-associated alterations in the bone marrow can be found described in the literature, the mechanisms behind said changes remain elusive, especially when regarding the cellular interactions present inside the bone marrow. Therefore, this research aimed to investigate how aging affects the regulation of hematopoiesis in the context of its interactions with bone marrow-derived CTMs. For this investigation, male isogenic C57BL/6 mice were used as animal models. These were separated in two groups according to their age: young (3 ­ 5 months) and aged (18 ­ 19 months). The animal models were characterized by their physical properties such as protein intake and weight variation, followed by biochemical and hematological evaluation. Bone marrow cells were obtained and identified through immunophenotyping, thus isolating different cell populations, including the CTMs. To study the relationship between these cells and hematopoiesis, in vitro assays were conducted utilizing the leukemic cell lineage C1498 (TIB-49™, ATCC®) maintained in contact with the supernatant of isolated CTMs. By their biochemical profile, aged mice showed lower levels of albumin, alanine-aspartate transferase (ALT) and triglycerides compared to the young group. In contrast, aged mice had a higher cholesterol level. Hematological evaluation by total blood count showed similar results between the two groups, however, the myelogram revealed that the aged animals had lower cellularity, with less frequent cells from the erythroid lineage, with an increase in granulocytic precursors. Through immunophenotyping, it was also revealed that aged mice have higher numbers of hematopoietic stem cells, while also being noted a reduced population of lymphoid progenitors. An increase in the granulomonocytic progenitors was also found. Immunophenotyping peripheral blood cells of aged mice revealed reduced numbers of B lymphocytes and erythrocytes, and an increased natural killer cell population. Additionally, the cell surface marker CD73 was found to be less expressed in aged mice CTMs. The secretome of these stromal cells obtained from aged mice showed higher levels of CXCL12 and SCF, and lower levels of IL-11when compared to the young counterparts. At a molecular level, CTMs obtained from aged mice expressed more Akt1, Nos and Ppar-γ, while the expression of Csf3 and Cdh2 was reduced. Additionally, when comparing the effects of aged mice CTMs with young mice CTMs, it was observed that the first expressed were capable of increasing the expression of Sox2, Pou5f1 and Nanog, while decreasing Cdkn1a expression in the C1498 cell lineage. The supernatant obtained from aged mice also favored the proliferation and cell migration of the C1498 cell line. Thus, considering the importance that CTMs have over the hematopoietic system, we can conclude that, in aging, CTMs create a special environment which favors cell proliferation and maintenance of pluripotency, which can result in a dysregulation of the hematopoietic tissue when malignant cells are present


Assuntos
Animais , Masculino , Camundongos , Envelhecimento/metabolismo , Células-Tronco Mesenquimais/classificação , Hematopoese/genética , Células-Tronco Hematopoéticas/classificação , Sistema Hematopoético/anormalidades
3.
Elife ; 102021 05 18.
Artigo em Inglês | MEDLINE | ID: mdl-34002698

RESUMO

High-throughput single-cell methods have uncovered substantial heterogeneity in the pool of hematopoietic stem and progenitor cells (HSPCs), but how much instruction is inherited by offspring from their heterogeneous ancestors remains unanswered. Using a method that enables simultaneous determination of common ancestor, division number, and differentiation status of a large collection of single cells, our data revealed that murine cells that derived from a common ancestor had significant similarities in their division progression and differentiation outcomes. Although each family diversifies, the overall collection of cell types observed is composed of homogeneous families. Heterogeneity between families could be explained, in part, by differences in ancestral expression of cell surface markers. Our analyses demonstrate that fate decisions of cells are largely inherited from ancestor cells, indicating the importance of common ancestor effects. These results may have ramifications for bone marrow transplantation and leukemia, where substantial heterogeneity in HSPC behavior is observed.


Assuntos
Diferenciação Celular , Proliferação de Células , Células-Tronco Hematopoéticas/fisiologia , Animais , Medula Óssea , Células da Medula Óssea , Células Cultivadas , Células-Tronco Hematopoéticas/classificação , Camundongos , Camundongos Endogâmicos C57BL
4.
STAR Protoc ; 1(2): 100078, 2020 09 18.
Artigo em Inglês | MEDLINE | ID: mdl-33111112

RESUMO

Mammalian hematopoietic stem cells (HSCs) maintain life-long hematopoiesis in the bone marrow. HSCs remain quiescent in vivo, unlike more differentiated progenitors, and enter the cell cycle rapidly after bone marrow injury or in vitro culture. We have recently demonstrated the ability to maintain HSC quiescence in vitro by mimicking the bone marrow microenvironment. Here, we provide a detailed protocol for keeping functional HSCs in the quiescent state in vitro. For complete details on the use and execution of this protocol, please refer to Kobayashi et al. (2019).


Assuntos
Técnicas de Cultura de Células/métodos , Células-Tronco Hematopoéticas/citologia , Animais , Células da Medula Óssea/química , Células da Medula Óssea/classificação , Células da Medula Óssea/citologia , Proliferação de Células , Células Cultivadas , Células-Tronco Hematopoéticas/química , Células-Tronco Hematopoéticas/classificação , Camundongos
5.
Exp Hematol ; 91: 1-9, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32991978

RESUMO

Over the past 25 years, the importance of hematopoietic stem cell (HSC) aging in overall hematopoietic and immune system health span has been appreciated. Much work has been done in model organisms to understand the intrinsic dysregulation that occurs in HSCs during aging, with the goal of identifying modifiable mechanisms that represent the proverbial "fountain of youth." Much more recently, the discovery of somatic mutations that are found to provide a selective advantage to HSCs and accumulate in the hematopoietic system during aging, termed clonal hematopoiesis (CH), inspires revisiting many of these previously defined drivers of HSC aging in the context of these somatic mutations. To truly understand these processes and develop a holistic picture of HSC aging, ongoing and future studies must include investigation of the critical changes that occur in the HSC niche or bone marrow microenvironment with aging, as increasing evidence supports that these HSC-extrinsic alterations provide necessary inflammation, signaling pathway activation or repression, and other selective pressures to favor HSC aging-associated phenotypes and CH. Here, we provide our perspectives based on the past 8 years of our own laboratory's investigations into these mechanisms and chart a path for integrative studies that, in our opinion, will provide an ideal opportunity to discover HSC and hematopoietic health span-extending interventions. This path includes examining when and how aging-associated HSC-intrinsic and HSC-extrinsic changes accumulate over time in different individuals and developing new models to track and test relevant HSC-extrinsic changes, complementary to innovative HSC lineage tracing systems that have recently been developed.


Assuntos
Envelhecimento/fisiologia , Hematopoese/fisiologia , Células-Tronco Hematopoéticas/citologia , Envelhecimento/genética , Animais , Antineoplásicos/farmacologia , Medula Óssea/crescimento & desenvolvimento , Senescência Celular/genética , Senescência Celular/fisiologia , Cromatina/genética , Cromatina/ultraestrutura , Células Clonais , DNA (Citosina-5-)-Metiltransferases/genética , DNA (Citosina-5-)-Metiltransferases/fisiologia , Dano ao DNA , Metilação de DNA , DNA Metiltransferase 3A , Retroalimentação Fisiológica , Feminino , Previsões , Células-Tronco Hematopoéticas/classificação , Humanos , Inflamação/genética , Masculino , Camundongos , Mutação , Células Mieloides/citologia , Seleção Genética , Nicho de Células-Tronco
6.
Mol Immunol ; 120: 122-129, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32114182

RESUMO

Dendritic cells (DCs) orchestrate adaptive immune responses. In healthy individuals, DCs are drivers and fine-tuners of T cell responses directed against invading pathogens or cancer cells. In parallel, DCs control autoreactive T cells, thereby maintaining T cell tolerance. Under various disease conditions, a disruption of this delicate balance can lead to chronic infections, tumor evasion, or autoimmunity. While great efforts have been made to unravel the origin and development of this powerful cell type in mice, only little is known about the ontogeny of human DCs. Here, we summarize the current understanding of the developmental path of DCs from hematopoietic stem cells to fully functional DCs in their local tissue environment and provide a template for the identification of DCs across various tissues.


Assuntos
Células Dendríticas/citologia , Células Dendríticas/imunologia , Animais , Autoimunidade , Diferenciação Celular/imunologia , Microambiente Celular/imunologia , Células Dendríticas/classificação , Células-Tronco Hematopoéticas/classificação , Células-Tronco Hematopoéticas/citologia , Células-Tronco Hematopoéticas/imunologia , Humanos , Tolerância Imunológica , Camundongos , Modelos Imunológicos , Especificidade de Órgãos , Fenótipo
7.
Nature ; 571(7765): 355-360, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31270458

RESUMO

Defining the transcriptomic identity of malignant cells is challenging in the absence of surface markers that distinguish cancer clones from one another, or from admixed non-neoplastic cells. To address this challenge, here we developed Genotyping of Transcriptomes (GoT), a method to integrate genotyping with high-throughput droplet-based single-cell RNA sequencing. We apply GoT to profile 38,290 CD34+ cells from patients with CALR-mutated myeloproliferative neoplasms to study how somatic mutations corrupt the complex process of human haematopoiesis. High-resolution mapping of malignant versus normal haematopoietic progenitors revealed an increasing fitness advantage with myeloid differentiation of cells with mutated CALR. We identified the unfolded protein response as a predominant outcome of CALR mutations, with a considerable dependency on cell identity, as well as upregulation of the NF-κB pathway specifically in uncommitted stem cells. We further extended the GoT toolkit to genotype multiple targets and loci that are distant from transcript ends. Together, these findings reveal that the transcriptional output of somatic mutations in myeloproliferative neoplasms is dependent on the native cell identity.


Assuntos
Genótipo , Mutação , Transtornos Mieloproliferativos/genética , Transtornos Mieloproliferativos/patologia , Neoplasias/genética , Neoplasias/patologia , Transcriptoma/genética , Animais , Antígenos CD34/metabolismo , Calreticulina/genética , Linhagem Celular , Proliferação de Células , Células Clonais/classificação , Células Clonais/metabolismo , Células Clonais/patologia , Endorribonucleases/metabolismo , Hematopoese/genética , Células-Tronco Hematopoéticas/classificação , Células-Tronco Hematopoéticas/metabolismo , Células-Tronco Hematopoéticas/patologia , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Camundongos , Modelos Moleculares , Transtornos Mieloproliferativos/classificação , NF-kappa B/metabolismo , Neoplasias/classificação , Células-Tronco Neoplásicas/citologia , Células-Tronco Neoplásicas/metabolismo , Células-Tronco Neoplásicas/patologia , Mielofibrose Primária/genética , Mielofibrose Primária/patologia , Proteínas Serina-Treonina Quinases/metabolismo , Análise de Sequência de RNA/métodos , Análise de Célula Única/métodos , Resposta a Proteínas não Dobradas/genética
8.
Cell Rep ; 27(5): 1567-1578.e5, 2019 04 30.
Artigo em Inglês | MEDLINE | ID: mdl-31042481

RESUMO

In vertebrates, hematopoiesis occurring in different niches is orchestrated by intrinsic and extrinsic regulators. Previous studies have revealed numerous linear and planar regulatory mechanisms. However, a multi-dimensional transcriptomic atlas of any given hematopoietic organ has not yet been established. Here, we use multiple RNA sequencing (RNA-seq) approaches, including cell type-specific, temporal bulk RNA-seq, in vivo GEO-seq, and single-cell RNA-seq (scRNA-seq), to characterize the detailed spatiotemporal transcriptome during hematopoietic stem and progenitor cell (HSPC) expansion in the caudal hematopoietic tissue (CHT) of zebrafish. Combinatorial expression profiling reveals that, in the CHT niche, HSPCs and their neighboring supporting cells are co-regulated by shared signaling pathways and intrinsic factors, such as integrin signaling and Smchd1. Moreover, scRNA-seq analysis unveils the strong association between cell cycle status and HSPC differentiation. Taken together, we report a global transcriptome landscape that provides valuable insights and a rich resource to understand HSPC expansion in an intact vertebrate hematopoietic organ.


Assuntos
Hematopoese , Células-Tronco Hematopoéticas/citologia , Transcriptoma , Animais , Células-Tronco Hematopoéticas/classificação , Células-Tronco Hematopoéticas/metabolismo , RNA-Seq , Transdução de Sinais , Análise de Célula Única , Nicho de Células-Tronco , Peixe-Zebra
9.
Exp Hematol ; 68: 51-61, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30243574

RESUMO

The Human Cell Atlas (HCA) is expected to facilitate the creation of reference cell profiles, marker genes, and gene regulatory networks that will provide a deeper understanding of healthy and disease cell types from clinical biospecimens. The hematopoietic system includes dozens of distinct, transcriptionally coherent cell types, including intermediate transitional populations that have not been previously described at a molecular level. Using the first data release from the HCA bone marrow tissue project, we resolved common, rare, and potentially transitional cell populations from over 100,000 hematopoietic cells spanning 35 transcriptionally coherent groups across eight healthy donors using emerging new computational approaches. These data highlight novel mixed-lineage progenitor populations and putative trajectories governing granulocytic, monocytic, lymphoid, erythroid, megakaryocytic, and eosinophil specification. Our analyses suggest significant variation in cell-type composition and gene expression among donors, including biological processes affected by donor age. To enable broad exploration of these findings, we provide an interactive website to probe intra-cell and extra-cell population differences within and between donors and reference markers for cellular classification and cellular trajectories through associated progenitor states.


Assuntos
Atlas como Assunto , Células da Medula Óssea , Biologia Computacional , Internet , Sequência de Bases , Células da Medula Óssea/classificação , Transplante de Medula Óssea , Linhagem da Célula , Código de Barras de DNA Taxonômico , Feminino , Redes Reguladoras de Genes , Variação Genética , Células-Tronco Hematopoéticas/classificação , Humanos , Masculino , RNA/genética , Padrões de Referência , Alinhamento de Sequência , Doadores de Tecidos , Transcriptoma , Interface Usuário-Computador
10.
Adv Exp Med Biol ; 1056: 3-9, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29754171

RESUMO

Hematopoietic stem cell biology has focused on stem cell purification and the definition of the regulation of purified stem cells in a hierarchical system. Work on the whole unpurified murine marrow cell population has indicated that a significant number of hematopoietic stem cells, rather than being dormant, are actively cycling, always changing phenotype and therefore resistant to purification efforts by current approaches. The bulk of cycling marrow stem cells are discarded with the standard lineage negative, stem cell marker positive separations. Therefore, the purified stem cells do not appear to be representative of the total hematopoietic stem cell population. In addition, baseline hematopoiesis does not appear to be determined by the transplantable stem cells but rather by many short-lived clones of varying differentiation potential. These systems appear to be impacted by tissue derived extracellular vesicles and a number of other variables. Thus hematopoietic stem cell biology is now at a fascinating new beginning with great promise.


Assuntos
Exossomos/fisiologia , Hematopoese/fisiologia , Transplante de Células-Tronco Hematopoéticas , Células-Tronco Hematopoéticas/citologia , Animais , Antígenos de Diferenciação/análise , Células da Medula Óssea/citologia , Ciclo Celular , Linhagem da Célula , Separação Celular/métodos , Sobrevivência Celular , Micropartículas Derivadas de Células/transplante , Células Clonais/citologia , Células Eritroides/citologia , Células-Tronco Hematopoéticas/classificação , Humanos , Hipertensão Pulmonar/induzido quimicamente , Hipertensão Pulmonar/terapia , Células-Tronco Mesenquimais/citologia , Camundongos , Modelos Biológicos , Monocrotalina/toxicidade , Células Mieloides/citologia , Quimera por Radiação
12.
Opt Express ; 24(25): 28877-28888, 2016 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-27958553

RESUMO

An experimental setup capable of measuring simultaneous 2D scattered light angular distribution from two directions to study cell morphology without the use of bio-labels was developed. Experiments with hematopoietic stem cells (CD34+ cells) show good agreement with detailed numerical simulations of light scattering. Numerical simulations and computer models of cells are used to identify physical features of cells with the largest scattering cross sections. This allows for determination of size, geometry of the nucleus and distribution of mitochondria in hematopoietic stem cells by means of our label-free method.


Assuntos
Células-Tronco Hematopoéticas/fisiologia , Óptica e Fotônica , Contagem de Células , Núcleo Celular , Células-Tronco Hematopoéticas/classificação , Luz
13.
Development ; 143(24): 4571-4581, 2016 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-27965438

RESUMO

Not all hematopoietic stem cells (HSCs) are alike. They differ in their physical characteristics such as cell cycle status and cell surface marker phenotype, they respond to different extrinsic signals, and they have different lineage outputs following transplantation. The growing body of evidence that supports heterogeneity within HSCs, which constitute the most robust cell fraction at the foundation of the adult hematopoietic system, is currently of great interest and raises questions as to why HSC subtypes exist, how they are generated and whether HSC heterogeneity affects leukemogenesis or treatment options. This Review provides a developmental overview of HSC subtypes during embryonic, fetal and adult stages of hematopoiesis and discusses the possible origins and consequences of HSC heterogeneity.


Assuntos
Hematopoese/fisiologia , Células-Tronco Hematopoéticas/classificação , Células-Tronco Hematopoéticas/citologia , Animais , Células da Medula Óssea/citologia , Linhagem da Célula/fisiologia , Células Endoteliais/citologia , Humanos , Nicho de Células-Tronco
14.
Cytometry A ; 89(11): 987-996, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27754578

RESUMO

Five reference populations in bone marrow specimens were identified by flow cytometry using specific combinations of reagents in order define the variation of gene product expression intensities both within and between individuals. Mature lymphocytes, uncommitted progenitor cells, promyelocytes, mature monocytes and mature neutrophils can be reproducibly identified as distinct clusters of events in heterogeneous, maturing bone marrow specimens. Support Vector Machines were used to identify the reference populations in order to reduce subjective bias in manually defining boundaries of these populations since they were not discretely separated from the remainder of the cells. Reference populations were identified in 50 randomly selected bone marrow aspirates obtained over a period spanning 3 years and 6 months from pediatric patients following chemotherapy for acute myeloid leukemia (AML). The quantitative expression of gene products (cell surface antigens) and light scattering characteristics on these stressed specimens were demonstrated to be tightly regulated both within individuals and between individuals. Within an individual most gene products (CD45, CD34, CD14, CD16, CD64, CD33) demonstrated limited variability with a standard deviation of <0.20 log units while CD13 and CD36 exhibited broader variation >0.25 log units. Surprisingly, with the exception of CD33, the variation of the mean intensities of each antigen between individuals was even less than the variation within an individual. These data confirm that the amounts of gene products expressed on normal developing cells are highly regulated but differ in intensities between different lineages and during the maturational pathway of those lineages. The amounts of gene products expressed at specific stages of development of each lineage are a biologic constant with minimal variation within or between individuals. © 2016 The Authors. Cytometry Part A Published by Wiley Periodicals, Inc. on behalf of ISAC.


Assuntos
Antígenos de Superfície/análise , Células-Tronco Hematopoéticas/classificação , Leucemia Mieloide Aguda/patologia , Máquina de Vetores de Suporte , Criança , Feminino , Citometria de Fluxo , Humanos , Masculino , Transcriptoma
15.
Cytometry A ; 89(11): 997-1000, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27754615

RESUMO

The quantitative expression of cell surface antigens and light scattering properties of five cellular reference populations in stressed bone marrow specimens were compared between pediatric and adult patients treated for acute myeloid leukemia (AML). The mean intensity of each antigen as well as the within patient and between patient variability showed striking consistency between the two different age groups. The only difference between the groups of specimens was the proportion of progenitor cells in the adult cohort averaged less than three times the proportion in the pediatric cohort. These data show that the amounts of gene products expressed on bone marrow cells are invariant with age. © 2016 The Authors. Cytometry Part A Published by Wiley Periodicals, Inc. on behalf of ISAC.


Assuntos
Células-Tronco Hematopoéticas/classificação , Leucemia Mieloide Aguda/patologia , Máquina de Vetores de Suporte , Transcriptoma , Adulto , Idoso , Citometria de Fluxo , Humanos , Pessoa de Meia-Idade
16.
Nat Commun ; 7: 13125, 2016 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-27731316

RESUMO

Haematopoietic stem cells (HSCs) differ from their committed progeny by relying primarily on anaerobic glycolysis rather than mitochondrial oxidative phosphorylation for energy production. However, whether this change in the metabolic program is the cause or the consequence of the unique function of HSCs remains unknown. Here we show that enforced modulation of energy metabolism impacts HSC self-renewal. Lowering the mitochondrial activity of HSCs by chemically uncoupling the electron transport chain drives self-renewal under culture conditions that normally induce rapid differentiation. We demonstrate that this metabolic specification of HSC fate occurs through the reversible decrease of mitochondrial mass by autophagy. Our data thus reveal a causal relationship between mitochondrial metabolism and fate choice of HSCs and also provide a valuable tool to expand HSCs outside of their native bone marrow niches.


Assuntos
Transporte de Elétrons/efeitos dos fármacos , Transplante de Células-Tronco Hematopoéticas , Células-Tronco Hematopoéticas/classificação , Mitocôndrias/efeitos dos fármacos , Fosforilação Oxidativa/efeitos dos fármacos , Desacopladores/farmacologia , Animais , Autofagia/efeitos dos fármacos , Autofagia/genética , Biomarcadores/metabolismo , Células da Medula Óssea/citologia , Células da Medula Óssea/metabolismo , Carbonil Cianeto p-Trifluormetoxifenil Hidrazona/farmacologia , Diferenciação Celular/efeitos dos fármacos , Linhagem da Célula/genética , Proliferação de Células/efeitos dos fármacos , Feminino , Citometria de Fluxo , Glicólise/efeitos dos fármacos , Células-Tronco Hematopoéticas/citologia , Células-Tronco Hematopoéticas/metabolismo , Proteínas de Membrana Transportadoras/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Mitocôndrias/metabolismo , Proteínas do Complexo de Importação de Proteína Precursora Mitocondrial , Ionóforos de Próton/farmacologia , Receptores de Superfície Celular/metabolismo , Nicho de Células-Tronco/genética , Irradiação Corporal Total
17.
Cytometry A ; 89(11): 978-986, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27416291

RESUMO

Identification and quantification of maturing hematopoietic cell populations in flow cytometry data sets is a complex and sometimes irreproducible step in data analysis. Supervised machine learning algorithms present promise to automatically classify cells into populations, reducing subjective bias in data analysis. We describe the use of support vector machines (SVMs), a supervised algorithm, to reproducibly identify two distinctly different populations of normal hematopoietic cells, mature lymphocytes and uncommitted progenitor cells, in the challenging setting of pediatric bone marrow specimens obtained 1 month after chemotherapy. Four-color flow cytometry data were collected on a FACS Calibur for 77 randomly selected postchemotherapy pediatric patients enrolled on the Children's Oncology Group clinical trial AAML1031. These patients demonstrated no evidence of detectable residual disease and were divided into training (n = 27) and testing (n = 50) cohorts. SVMs were trained to identify mature lymphocytes and uncommitted progenitor cells in the training cohort before independent evaluation of prediction efficiency in the testing cohort. Both SVMs demonstrated high predictive performance (lymphocyte SVM: sensitivity >0.99, specificity >0.99; uncommitted progenitor cell SVM: sensitivity = 0.94, specificity >0.99) and closely mirrored manual cell classifications by two expert-analysts. SVMs present an efficient, automated methodology for identifying normal cell populations even in stressed bone marrows, replicating the performance of an expert while reducing the intrinsic bias of gating procedures between multiple analysts. © 2016 The Authors. Cytometry Part A published by Wiley Periodicals, Inc. on behalf of ISAC.


Assuntos
Algoritmos , Perfilação da Expressão Gênica/métodos , Células-Tronco Hematopoéticas/classificação , Máquina de Vetores de Suporte , Adolescente , Criança , Feminino , Citometria de Fluxo/métodos , Células-Tronco Hematopoéticas/citologia , Humanos , Leucemia Mieloide Aguda/patologia , Masculino , Reconhecimento Automatizado de Padrão/métodos , Sensibilidade e Especificidade
18.
Methods Mol Biol ; 1423: 211-43, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27142020

RESUMO

Dendritic cells (DCs) are immune sentinels of the body and play a key role in the orchestration of the communication between the innate and the adaptive immune systems. DCs can polarize innate and adaptive immunity toward a variety of functions, sometimes with opposite roles in the overall control of immune responses (e.g., tolerance or immunosuppression versus immunity) or in the balance between various defense mechanisms promoting the control of different types of pathogens (e.g., antiviral versus antibacterial versus anti-worm immunity). These multiple DC functions result both from the plasticity of individual DC to exert different activities and from the existence of various DC subsets specialized in distinct functions. Functional genomics represents a powerful, unbiased, approach to better characterize these two levels of DC plasticity and to decipher its molecular regulation. Indeed, more and more experimental immunologists are generating high-throughput data in order to better characterize different states of DC based, for example, on their belonging to a specific subpopulation and/or on their exposure to specific stimuli and/or on their ability to exert a specific function. However, the interpretation of this wealth of data is severely hampered by the bottleneck of their bioinformatics analysis. Indeed, most experimental immunologists lack advanced computational or bioinformatics expertise and do not know how to translate raw gene expression data into potential biological meaning. Moreover, subcontracting such analyses is generally disappointing or financially not sustainable, since companies generally propose canonical analysis pipelines that are often unadapted for the structure of the data to analyze or for the precise type of questions asked. Hence, there is an important need of democratization of the bioinformatics analyses of gene expression profiling studies, in order to accelerate interpretation of the results by the researchers at the origin of the research project, of the data and who know best the underlying biology. This chapter will focus on the analysis of DC subset transcriptomes as measured by microarrays. We will show that simple bioinformatics procedures, applied one after the other in the framework of a pipeline, can lead to the characterization of DC subsets. We will develop two tutorials based on the reanalysis of public gene expression data. The first tutorial aims at illustrating a strategy for establishing the identity of DC subsets studied in a novel context, here their in vitro generation in cultures of human CD34(+) hematopoietic progenitors. The second tutorial aims at illustrating how to perform a posteriori bioinformatics analyses in order to evaluate the risk of contamination or of improper identification of DC subsets during preparation of biological samples, such that this information is taken into account in the final interpretation of the data and can eventually help to redesign the sampling strategy.


Assuntos
Células Dendríticas/citologia , Perfilação da Expressão Gênica/métodos , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Antígenos CD34/metabolismo , Diferenciação Celular , Biologia Computacional/métodos , Células Dendríticas/imunologia , Células-Tronco Hematopoéticas/classificação , Células-Tronco Hematopoéticas/imunologia , Humanos , Análise de Componente Principal
19.
Transfus Apher Sci ; 54(3): 324-36, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-27211042

RESUMO

The aim of this article is to review a number of variables that may affect the cryopreservation of minimally manipulated products containing allogeneic or autologous hemopoietic progenitor cells (HPC) used for transplantation, with particular reference to processing, type and addition of cryoprotectant, cell concentration, volume, freezing procedure, cooling rate, storage, thawing, and quality management. After defining final product's requirements in compliance with norms, laws and regulations, it is crucial to define the critical control points of the process. New approaches of processing were developed in the last few years such as automatic devices for volume reduction and high cell concentration in the frozen product. DMSO at 10% final concentration is still the most used cryoprotectant for HPC cryopreservation. Although controlled rate freezing is the recommended method for HPC cryopreservation, alternative methods may be used. Last generation vapor storage vessels ensure temperature stability better than older tanks. Their use may reduce risks of cross-contamination. Finally we review advantages and disadvantages of thawing procedures that may be carried out in the laboratory or at the patient's bedside.


Assuntos
Criopreservação/métodos , Criopreservação/normas , Crioprotetores/farmacologia , Células-Tronco Hematopoéticas/classificação , Crioprotetores/química , Humanos
20.
Blood ; 127(11): 1426-37, 2016 Mar 17.
Artigo em Inglês | MEDLINE | ID: mdl-26834239

RESUMO

The Gata2 transcription factor is a pivotal regulator of hematopoietic cell development and maintenance, highlighted by the fact that Gata2 haploinsufficiency has been identified as the cause of some familial cases of acute myelogenous leukemia/myelodysplastic syndrome and in MonoMac syndrome. Genetic deletion in mice has shown that Gata2 is pivotal to the embryonic generation of hematopoietic stem cells (HSCs) and hematopoietic progenitor cells (HPCs). It functions in the embryo during endothelial cell to hematopoietic cell transition to affect hematopoietic cluster, HPC, and HSC formation. Gata2 conditional deletion and overexpression studies show the importance of Gata2 levels in hematopoiesis, during all developmental stages. Although previous studies of cell populations phenotypically enriched in HPCs and HSCs show expression of Gata2, there has been no direct study of Gata2 expressing cells during normal hematopoiesis. In this study, we generate a Gata2Venus reporter mouse model with unperturbed Gata2 expression to examine the hematopoietic function and transcriptome of Gata2 expressing and nonexpressing cells. We show that all the HSCs are Gata2 expressing. However, not all HPCs in the aorta, vitelline and umbilical arteries, and fetal liver require or express Gata2. These Gata2-independent HPCs exhibit a different functional output and genetic program, including Ras and cyclic AMP response element-binding protein pathways and other Gata factors, compared with Gata2-dependent HPCs. Our results, indicating that Gata2 is of major importance in programming toward HSC fate but not in all cells with HPC fate, have implications for current reprogramming strategies.


Assuntos
Regulação da Expressão Gênica no Desenvolvimento , Hematopoese/fisiologia , Células-Tronco Hematopoéticas/citologia , Animais , Aorta/citologia , Aorta/embriologia , Proteínas de Bactérias/análise , Proteínas de Bactérias/genética , Linhagem da Célula , Células Cultivadas , Técnicas de Reprogramação Celular , Fator de Transcrição GATA2/deficiência , Fator de Transcrição GATA2/genética , Fator de Transcrição GATA2/fisiologia , Genes Reporter , Vetores Genéticos/genética , Transplante de Células-Tronco Hematopoéticas , Células-Tronco Hematopoéticas/classificação , Células-Tronco Hematopoéticas/fisiologia , Fígado/citologia , Fígado/embriologia , Proteínas Luminescentes/análise , Proteínas Luminescentes/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Transcriptoma , Transgenes , Artérias Umbilicais/citologia , Artérias Umbilicais/embriologia
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