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1.
Cell ; 184(3): 596-614.e14, 2021 02 04.
Artigo em Inglês | MEDLINE | ID: mdl-33508232

RESUMO

Checkpoint inhibitors (CPIs) augment adaptive immunity. Systematic pan-tumor analyses may reveal the relative importance of tumor-cell-intrinsic and microenvironmental features underpinning CPI sensitization. Here, we collated whole-exome and transcriptomic data for >1,000 CPI-treated patients across seven tumor types, utilizing standardized bioinformatics workflows and clinical outcome criteria to validate multivariable predictors of CPI sensitization. Clonal tumor mutation burden (TMB) was the strongest predictor of CPI response, followed by total TMB and CXCL9 expression. Subclonal TMB, somatic copy alteration burden, and histocompatibility leukocyte antigen (HLA) evolutionary divergence failed to attain pan-cancer significance. Dinucleotide variants were identified as a source of immunogenic epitopes associated with radical amino acid substitutions and enhanced peptide hydrophobicity/immunogenicity. Copy-number analysis revealed two additional determinants of CPI outcome supported by prior functional evidence: 9q34 (TRAF2) loss associated with response and CCND1 amplification associated with resistance. Finally, single-cell RNA sequencing (RNA-seq) of clonal neoantigen-reactive CD8 tumor-infiltrating lymphocytes (TILs), combined with bulk RNA-seq analysis of CPI-responding tumors, identified CCR5 and CXCL13 as T-cell-intrinsic markers of CPI sensitivity.


Assuntos
Inibidores de Checkpoint Imunológico/farmacologia , Neoplasias/imunologia , Linfócitos T/imunologia , Biomarcadores Tumorais/metabolismo , Antígenos CD8/metabolismo , Quimiocina CXCL13/metabolismo , Cromossomos Humanos Par 9/genética , Estudos de Coortes , Ciclina D1/genética , Variações do Número de Cópias de DNA/genética , Exoma/genética , Amplificação de Genes , Humanos , Evasão da Resposta Imune/efeitos dos fármacos , Análise Multivariada , Mutação/genética , Neoplasias/patologia , Polimorfismo de Nucleotídeo Único/genética , Receptores CCR5/metabolismo , Linfócitos T/efeitos dos fármacos , Carga Tumoral/genética
2.
Nat Commun ; 13(1): 659, 2022 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-35115489

RESUMO

Kinase signaling fuels growth of B-cell precursor acute lymphoblastic leukemia (BCP-ALL). Yet its role in leukemia initiation is unclear and has not been shown in primary human hematopoietic cells. We previously described activating mutations in interleukin-7 receptor alpha (IL7RA) in poor-prognosis "ph-like" BCP-ALL. Here we show that expression of activated mutant IL7RA in human CD34+ hematopoietic stem and progenitor cells induces a preleukemic state in transplanted immunodeficient NOD/LtSz-scid IL2Rγnull mice, characterized by persistence of self-renewing Pro-B cells with non-productive V(D)J gene rearrangements. Preleukemic CD34+CD10highCD19+ cells evolve into BCP-ALL with spontaneously acquired Cyclin Dependent Kinase Inhibitor 2 A (CDKN2A) deletions, as commonly observed in primary human BCP-ALL. CRISPR mediated gene silencing of CDKN2A in primary human CD34+ cells transduced with activated IL7RA results in robust development of BCP-ALLs in-vivo. Thus, we demonstrate that constitutive activation of IL7RA can initiate preleukemia in primary human hematopoietic progenitors and cooperates with CDKN2A silencing in progression into BCP-ALL.


Assuntos
Subunidade alfa de Receptor de Interleucina-7/imunologia , Leucemia-Linfoma Linfoblástico de Células Precursoras B/imunologia , Células Precursoras de Linfócitos B/imunologia , Transdução de Sinais/imunologia , Animais , Antígenos CD34/genética , Antígenos CD34/imunologia , Antígenos CD34/metabolismo , Sequência de Bases , Diferenciação Celular/genética , Diferenciação Celular/imunologia , Inibidor p16 de Quinase Dependente de Ciclina/genética , Inibidor p16 de Quinase Dependente de Ciclina/imunologia , Inibidor p16 de Quinase Dependente de Ciclina/metabolismo , Expressão Gênica/imunologia , Humanos , Subunidade alfa de Receptor de Interleucina-7/genética , Subunidade alfa de Receptor de Interleucina-7/metabolismo , Camundongos Endogâmicos NOD , Camundongos Knockout , Camundongos SCID , Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras B/metabolismo , Células Precursoras de Linfócitos B/metabolismo , RNA-Seq/métodos , Receptores de Citocinas/genética , Receptores de Citocinas/imunologia , Receptores de Citocinas/metabolismo , Transdução de Sinais/genética , Análise de Célula Única/métodos , Transplante Heterólogo
3.
Nat Cancer ; 2(8): 835-852, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34734190

RESUMO

Comparison of intratumor genetic heterogeneity in cancer at diagnosis and relapse suggests that chemotherapy induces bottleneck selection of subclonal genotypes. However, evolutionary events subsequent to chemotherapy could also explain changes in clonal dominance seen at relapse. We, therefore, investigated the mechanisms of selection in childhood B-cell precursor acute lymphoblastic leukemia (BCP-ALL) during induction chemotherapy where maximal cytoreduction occurs. To distinguish stochastic versus deterministic events, individual leukemias were transplanted into multiple xenografts and chemotherapy administered. Analyses of the immediate post-treatment leukemic residuum at single-cell resolution revealed that chemotherapy has little impact on genetic heterogeneity. Rather, it acts on extensive, previously unappreciated, transcriptional and epigenetic heterogeneity in BCP-ALL, dramatically reducing the spectrum of cell states represented, leaving a genetically polyclonal but phenotypically uniform population with hallmark signatures relating to developmental stage, cell cycle and metabolism. Hence, canalization of cell state accounts for a significant component of bottleneck selection during induction chemotherapy.


Assuntos
Linfoma de Burkitt , Leucemia-Linfoma Linfoblástico de Células Precursoras , Linfoma de Burkitt/tratamento farmacológico , Ciclo Celular , Humanos , Quimioterapia de Indução , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Recidiva
4.
Cell Stem Cell ; 26(4): 527-541.e8, 2020 04 02.
Artigo em Inglês | MEDLINE | ID: mdl-32197066

RESUMO

Umbilical cord blood (UCB) has had considerable impact in pediatric stem cell transplantation, but its wider use is limited in part by unit size. Long-term ex vivo culture offers one approach to increase engraftment capacity by seeking to expand stem and progenitor cells. Here, we show brief incubation (8 h) of UCB CD34+ cells with the matricellular regulator Nov (CCN3) increases the frequency of serially transplantable hematopoietic stem cells (HSCs) 6-fold. This rapid response suggests recruitment rather than expansion of stem cells; accordingly, in single-cell assays, Nov increases the clonogenicity of phenotypic HSCs without increasing their number through cell division. Recruitment is associated with both metabolic and transcriptional changes, and tracing of cell divisions demonstrates that the increased clonogenic activity resides within the undivided fraction of cells. Harnessing latent stem cell potential through recruitment-based approaches will inform understanding of stem cell state transitions with implications for translation to the clinic.


Assuntos
Sangue Fetal , Transplante de Células-Tronco Hematopoéticas , Antígenos CD34 , Criança , Células-Tronco Hematopoéticas , Humanos
5.
Nat Cancer ; 1(5): 546-561, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32803172

RESUMO

Tumour mutational burden (TMB) predicts immunotherapy outcome in non-small cell lung cancer (NSCLC), consistent with immune recognition of tumour neoantigens. However, persistent antigen exposure is detrimental for T cell function. How TMB affects CD4 and CD8 T cell differentiation in untreated tumours, and whether this affects patient outcomes is unknown. Here we paired high-dimensional flow cytometry, exome, single-cell and bulk RNA sequencing from patients with resected, untreated NSCLC to examine these relationships. TMB was associated with compartment-wide T cell differentiation skewing, characterized by loss of TCF7-expressing progenitor-like CD4 T cells, and an increased abundance of dysfunctional CD8 and CD4 T cell subsets, with significant phenotypic and transcriptional similarity to neoantigen-reactive CD8 T cells. A gene signature of redistribution from progenitor-like to dysfunctional states associated with poor survival in lung and other cancer cohorts. Single-cell characterization of these populations informs potential strategies for therapeutic manipulation in NSCLC.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Antígeno B7-H1/genética , Biomarcadores Tumorais/genética , Carcinoma Pulmonar de Células não Pequenas/genética , Diferenciação Celular/genética , Humanos , Neoplasias Pulmonares/genética , Mutação
7.
Nat Med ; 25(10): 1549-1559, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31591606

RESUMO

Somatic mutations together with immunoediting drive extensive heterogeneity within non-small-cell lung cancer (NSCLC). Herein we examine heterogeneity of the T cell antigen receptor (TCR) repertoire. The number of TCR sequences selectively expanded in tumors varies within and between tumors and correlates with the number of nonsynonymous mutations. Expanded TCRs can be subdivided into TCRs found in all tumor regions (ubiquitous) and those present in a subset of regions (regional). The number of ubiquitous and regional TCRs correlates with the number of ubiquitous and regional nonsynonymous mutations, respectively. Expanded TCRs form part of clusters of TCRs of similar sequence, suggestive of a spatially constrained antigen-driven process. CD8+ tumor-infiltrating lymphocytes harboring ubiquitous TCRs display a dysfunctional tissue-resident phenotype. Ubiquitous TCRs are preferentially detected in the blood at the time of tumor resection as compared to routine follow-up. These findings highlight a noninvasive method to identify and track relevant tumor-reactive TCRs for use in adoptive T cell immunotherapy.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/genética , Heterogeneidade Genética , Imunoterapia Adotiva , Receptores de Antígenos de Linfócitos T/genética , Idoso , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/patologia , Carcinoma Pulmonar de Células não Pequenas/imunologia , Carcinoma Pulmonar de Células não Pequenas/patologia , Carcinoma Pulmonar de Células não Pequenas/terapia , Feminino , Humanos , Linfócitos do Interstício Tumoral/imunologia , Linfócitos do Interstício Tumoral/patologia , Masculino , Pessoa de Meia-Idade , Mutação , Receptores de Antígenos de Linfócitos T/imunologia
8.
Dev Cell ; 44(3): 362-377.e7, 2018 02 05.
Artigo em Inglês | MEDLINE | ID: mdl-29290585

RESUMO

ETV6-RUNX1 is associated with childhood acute B-lymphoblastic leukemia (cALL) functioning as a first-hit mutation that initiates a clinically silent pre-leukemia in utero. Because lineage commitment hierarchies differ between embryo and adult, and the impact of oncogenes is cell-context dependent, we hypothesized that the childhood affiliation of ETV6-RUNX1 cALL reflects its origins in a progenitor unique to embryonic life. We characterize the first emerging B cells in first-trimester human embryos, identifying a developmentally restricted CD19-IL-7R+ progenitor compartment, which transitions from a myeloid to lymphoid program during ontogeny. This developmental series is recapitulated in differentiating human pluripotent stem cells (hPSCs), thereby providing a model for the initiation of cALL. Genome-engineered hPSCs expressing ETV6-RUNX1 from the endogenous ETV6 locus show expansion of the CD19-IL-7R+ compartment, show a partial block in B lineage commitment, and produce proB cells with aberrant myeloid gene expression signatures and potential: features (collectively) consistent with a pre-leukemic state.


Assuntos
Linfócitos B/patologia , Subunidade alfa 2 de Fator de Ligação ao Core/metabolismo , Desenvolvimento Embrionário , Regulação Leucêmica da Expressão Gênica , Células-Tronco Pluripotentes Induzidas/patologia , Células Mieloides/patologia , Proteínas de Fusão Oncogênica/metabolismo , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , Doença Aguda , Linfócitos B/metabolismo , Subunidade alfa 2 de Fator de Ligação ao Core/genética , Feminino , Humanos , Células-Tronco Pluripotentes Induzidas/metabolismo , Modelos Biológicos , Células Mieloides/metabolismo , Proteínas de Fusão Oncogênica/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/metabolismo , Gravidez , Primeiro Trimestre da Gravidez , Receptores de Interleucina-7 , Transcriptoma
9.
Cancer Cell ; 30(6): 849-862, 2016 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-27916615

RESUMO

Tumor relapse is associated with dismal prognosis, but responsible biological principles remain incompletely understood. To isolate and characterize relapse-inducing cells, we used genetic engineering and proliferation-sensitive dyes in patient-derived xenografts of acute lymphoblastic leukemia (ALL). We identified a rare subpopulation that resembled relapse-inducing cells with combined properties of long-term dormancy, treatment resistance, and stemness. Single-cell and bulk expression profiling revealed their similarity to primary ALL cells isolated from pediatric and adult patients at minimal residual disease (MRD). Therapeutically adverse characteristics were reversible, as resistant, dormant cells became sensitive to treatment and started proliferating when dissociated from the in vivo environment. Our data suggest that ALL patients might profit from therapeutic strategies that release MRD cells from the niche.


Assuntos
Resistencia a Medicamentos Antineoplásicos , Perfilação da Expressão Gênica/métodos , Recidiva Local de Neoplasia/patologia , Células-Tronco Neoplásicas/patologia , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , Proteínas Proto-Oncogênicas c-myc/genética , Análise de Sequência de RNA/métodos , Adulto , Animais , Protocolos de Quimioterapia Combinada Antineoplásica/metabolismo , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Proliferação de Células , Criança , Intervalo Livre de Doença , Regulação Neoplásica da Expressão Gênica , Humanos , Camundongos , Recidiva Local de Neoplasia/genética , Transplante de Neoplasias , Neoplasia Residual/genética , Neoplasia Residual/patologia , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Prognóstico , Análise de Célula Única , Células Tumorais Cultivadas
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