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1.
Cell ; 173(5): 1135-1149.e15, 2018 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-29754817

RESUMO

A primary cause of disease progression in type 2 diabetes (T2D) is ß cell dysfunction due to inflammatory stress and insulin resistance. However, preventing ß cell exhaustion under diabetic conditions is a major therapeutic challenge. Here, we identify the vitamin D receptor (VDR) as a key modulator of inflammation and ß cell survival. Alternative recognition of an acetylated lysine in VDR by bromodomain proteins BRD7 and BRD9 directs association to PBAF and BAF chromatin remodeling complexes, respectively. Mechanistically, ligand promotes VDR association with PBAF to effect genome-wide changes in chromatin accessibility and enhancer landscape, resulting in an anti-inflammatory response. Importantly, pharmacological inhibition of BRD9 promotes PBAF-VDR association to restore ß cell function and ameliorate hyperglycemia in murine T2D models. These studies reveal an unrecognized VDR-dependent transcriptional program underpinning ß cell survival and identifies the VDR:PBAF/BAF association as a potential therapeutic target for T2D.


Assuntos
Proteínas Cromossômicas não Histona/metabolismo , Células Secretoras de Insulina/efeitos dos fármacos , Receptores de Calcitriol/metabolismo , Fatores de Transcrição/metabolismo , Vitamina D/farmacologia , Animais , Calcitriol/análogos & derivados , Calcitriol/farmacologia , Montagem e Desmontagem da Cromatina , Diabetes Mellitus Experimental/induzido quimicamente , Diabetes Mellitus Experimental/metabolismo , Diabetes Mellitus Experimental/patologia , Humanos , Insulina/sangue , Insulina/metabolismo , Células Secretoras de Insulina/citologia , Células Secretoras de Insulina/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Obesos , Mutagênese Sítio-Dirigida , Fosforilação Oxidativa/efeitos dos fármacos , Ligação Proteica , Interferência de RNA , RNA Guia de Cinetoplastídeos/genética , RNA Interferente Pequeno/metabolismo , Receptores de Calcitriol/antagonistas & inibidores , Receptores de Calcitriol/genética , Fatores de Transcrição/antagonistas & inibidores , Fatores de Transcrição/genética , Transcrição Gênica/efeitos dos fármacos
2.
Annu Rev Cell Dev Biol ; 34: 333-355, 2018 10 06.
Artigo em Inglês | MEDLINE | ID: mdl-30028641

RESUMO

Stellate cells are resident lipid-storing cells of the pancreas and liver that transdifferentiate to a myofibroblastic state in the context of tissue injury. Beyond having roles in tissue homeostasis, stellate cells are increasingly implicated in pathological fibrogenic and inflammatory programs that contribute to tissue fibrosis and that constitute a growth-permissive tumor microenvironment. Although the capacity of stellate cells for extracellular matrix production and remodeling has long been appreciated, recent research efforts have demonstrated diverse roles for stellate cells in regulation of epithelial cell fate, immune modulation, and tissue health. Our present understanding of stellate cell biology in health and disease is discussed here, as are emerging means to target these multifaceted cells for therapeutic benefit.


Assuntos
Células Estreladas do Fígado/metabolismo , Inflamação/genética , Neoplasias/genética , Células Estreladas do Pâncreas/metabolismo , Transdiferenciação Celular/genética , Células Estreladas do Fígado/patologia , Humanos , Inflamação/patologia , Fígado/metabolismo , Fígado/patologia , Miofibroblastos/metabolismo , Miofibroblastos/patologia , Neoplasias/patologia , Pâncreas/lesões , Pâncreas/metabolismo , Pâncreas/patologia , Células Estreladas do Pâncreas/patologia , Microambiente Tumoral/genética , Cicatrização
3.
Cell ; 159(1): 80-93, 2014 Sep 25.
Artigo em Inglês | MEDLINE | ID: mdl-25259922

RESUMO

The poor clinical outcome in pancreatic ductal adenocarcinoma (PDA) is attributed to intrinsic chemoresistance and a growth-permissive tumor microenvironment. Conversion of quiescent to activated pancreatic stellate cells (PSCs) drives the severe stromal reaction that characterizes PDA. Here, we reveal that the vitamin D receptor (VDR) is expressed in stroma from human pancreatic tumors and that treatment with the VDR ligand calcipotriol markedly reduced markers of inflammation and fibrosis in pancreatitis and human tumor stroma. We show that VDR acts as a master transcriptional regulator of PSCs to reprise the quiescent state, resulting in induced stromal remodeling, increased intratumoral gemcitabine, reduced tumor volume, and a 57% increase in survival compared to chemotherapy alone. This work describes a molecular strategy through which transcriptional reprogramming of tumor stroma enables chemotherapeutic response and suggests vitamin D priming as an adjunct in PDA therapy. PAPERFLICK:


Assuntos
Adenocarcinoma/tratamento farmacológico , Antineoplásicos/farmacologia , Calcitriol/análogos & derivados , Carcinoma Ductal Pancreático/tratamento farmacológico , Neoplasias Pancreáticas/tratamento farmacológico , Receptores de Calcitriol/metabolismo , Adenocarcinoma/patologia , Animais , Calcitriol/farmacologia , Carcinoma Ductal Pancreático/patologia , Linhagem Celular Tumoral , Modelos Animais de Doenças , Perfilação da Expressão Gênica , Humanos , Camundongos Endogâmicos C57BL , Dados de Sequência Molecular , Neoplasias Pancreáticas/patologia , Pancreatite/tratamento farmacológico , Pancreatite/prevenção & controle , Transdução de Sinais , Células Estromais/patologia
4.
Cell ; 153(3): 601-13, 2013 Apr 25.
Artigo em Inglês | MEDLINE | ID: mdl-23622244

RESUMO

Liver fibrosis is a reversible wound-healing response involving TGFß1/SMAD activation of hepatic stellate cells (HSCs). It results from excessive deposition of extracellular matrix components and can lead to impairment of liver function. Here, we show that vitamin D receptor (VDR) ligands inhibit HSC activation by TGFß1 and abrogate liver fibrosis, whereas Vdr knockout mice spontaneously develop hepatic fibrosis. Mechanistically, we show that TGFß1 signaling causes a redistribution of genome-wide VDR-binding sites (VDR cistrome) in HSCs and facilitates VDR binding at SMAD3 profibrotic target genes via TGFß1-dependent chromatin remodeling. In the presence of VDR ligands, VDR binding to the coregulated genes reduces SMAD3 occupancy at these sites, inhibiting fibrosis. These results reveal an intersecting VDR/SMAD genomic circuit that regulates hepatic fibrogenesis and define a role for VDR as an endocrine checkpoint to modulate the wound-healing response in liver. Furthermore, the findings suggest VDR ligands as a potential therapy for liver fibrosis.


Assuntos
Redes Reguladoras de Genes , Fígado/metabolismo , Fígado/patologia , Receptores de Calcitriol/metabolismo , Transdução de Sinais , Animais , Calcitriol/análogos & derivados , Fibrose/prevenção & controle , Estudo de Associação Genômica Ampla , Células Estreladas do Fígado , Fígado/lesões , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Ratos , Receptores de Calcitriol/agonistas , Proteína Smad3/metabolismo , Transcriptoma , Fator de Crescimento Transformador beta1/metabolismo
5.
Nature ; 536(7617): 479-83, 2016 08 25.
Artigo em Inglês | MEDLINE | ID: mdl-27509858

RESUMO

Pancreatic ductal adenocarcinoma (PDAC) is an aggressive disease characterized by an intense fibrotic stromal response and deregulated metabolism. The role of the stroma in PDAC biology is complex and it has been shown to play critical roles that differ depending on the biological context. The stromal reaction also impairs the vasculature, leading to a highly hypoxic, nutrient-poor environment. As such, these tumours must alter how they capture and use nutrients to support their metabolic needs. Here we show that stroma-associated pancreatic stellate cells (PSCs) are critical for PDAC metabolism through the secretion of non-essential amino acids (NEAA). Specifically, we uncover a previously undescribed role for alanine, which outcompetes glucose and glutamine-derived carbon in PDAC to fuel the tricarboxylic acid (TCA) cycle, and thus NEAA and lipid biosynthesis. This shift in fuel source decreases the tumour's dependence on glucose and serum-derived nutrients, which are limited in the pancreatic tumour microenvironment. Moreover, we demonstrate that alanine secretion by PSCs is dependent on PSC autophagy, a process that is stimulated by cancer cells. Thus, our results demonstrate a novel metabolic interaction between PSCs and cancer cells, in which PSC-derived alanine acts as an alternative carbon source. This finding highlights a previously unappreciated metabolic network within pancreatic tumours in which diverse fuel sources are used to promote growth in an austere tumour microenvironment.


Assuntos
Alanina/metabolismo , Autofagia , Carcinoma Ductal Pancreático/metabolismo , Neoplasias Pancreáticas/metabolismo , Células Estreladas do Pâncreas/citologia , Células Estreladas do Pâncreas/metabolismo , Adenocarcinoma/metabolismo , Adenocarcinoma/patologia , Animais , Vias Biossintéticas , Carbono/metabolismo , Carcinoma Ductal Pancreático/patologia , Ciclo do Ácido Cítrico , Feminino , Glucose/metabolismo , Xenoenxertos , Humanos , Camundongos , Transplante de Neoplasias , Neoplasias Pancreáticas/patologia , Microambiente Tumoral/fisiologia
6.
Proc Natl Acad Sci U S A ; 114(5): 1129-1134, 2017 01 31.
Artigo em Inglês | MEDLINE | ID: mdl-28096419

RESUMO

A fibroinflammatory stromal reaction cooperates with oncogenic signaling to influence pancreatic ductal adenocarcinoma (PDAC) initiation, progression, and therapeutic outcome, yet the mechanistic underpinning of this crosstalk remains poorly understood. Here we show that stromal cues elicit an adaptive response in the cancer cell including the rapid mobilization of a transcriptional network implicated in accelerated growth, along with anabolic changes of an altered metabolome. The close overlap of stroma-induced changes in vitro with those previously shown to be regulated by oncogenic Kras in vivo suggests that oncogenic Kras signaling-a hallmark and key driver of PDAC-is contingent on stromal inputs. Mechanistically, stroma-activated cancer cells show widespread increases in histone acetylation at transcriptionally enhanced genes, implicating the PDAC epigenome as a presumptive point of convergence between these pathways and a potential therapeutic target. Notably, inhibition of the bromodomain and extraterminal (BET) family of epigenetic readers, and of Bromodomain-containing protein 2 (BRD2) in particular, blocks stroma-inducible transcriptional regulation in vitro and tumor progression in vivo. Our work suggests the existence of a molecular "AND-gate" such that tumor activation is the consequence of mutant Kras and stromal cues, providing insight into the role of the tumor microenvironment in the origin and treatment of Ras-driven tumors.


Assuntos
Carcinoma Ductal Pancreático/fisiopatologia , Fibroblastos/fisiologia , Regulação Neoplásica da Expressão Gênica/genética , Código das Histonas , Metaboloma , Neoplasias Pancreáticas/fisiopatologia , Células Estromais/fisiologia , Microambiente Tumoral/fisiologia , Acetilação , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/metabolismo , Carcinoma Ductal Pancreático/patologia , Citocinas/metabolismo , Metabolismo Energético , Elementos Facilitadores Genéticos , Humanos , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Proteínas de Neoplasias/antagonistas & inibidores , Proteínas de Neoplasias/fisiologia , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patologia , Células Estreladas do Pâncreas/fisiologia , Regiões Promotoras Genéticas , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Proteínas Serina-Treonina Quinases/fisiologia , Fatores de Transcrição , Células Tumorais Cultivadas
7.
Mol Cell ; 39(6): 873-85, 2010 Sep 24.
Artigo em Inglês | MEDLINE | ID: mdl-20864035

RESUMO

During an immune response, B cells undergo rapid proliferation and activation-induced cytidine deaminase (AID)-dependent remodeling of immunoglobulin (IG) genes within germinal centers (GCs) to generate memory B and plasma cells. Unfortunately, the genotoxic stress associated with the GC reaction also promotes most B cell malignancies. Here, we report that exogenous and intrinsic AID-induced DNA strand breaks activate ATM, which signals through an LKB1 intermediate to inactivate CRTC2, a transcriptional coactivator of CREB. Using genome-wide location analysis, we determined that CRTC2 inactivation unexpectedly represses a genetic program that controls GC B cell proliferation, self-renewal, and differentiation while opposing lymphomagenesis. Inhibition of this pathway results in increased GC B cell proliferation, reduced antibody secretion, and impaired terminal differentiation. Multiple distinct pathway disruptions were also identified in human GC B cell lymphoma patient samples. Combined, our data show that CRTC2 inactivation, via physiologic DNA damage response signaling, promotes B cell differentiation in response to genotoxic stress.


Assuntos
Linfócitos B/citologia , Proteínas de Ciclo Celular/metabolismo , Diferenciação Celular/imunologia , Citidina Desaminase/genética , Dano ao DNA/imunologia , Proteínas de Ligação a DNA/metabolismo , Proteínas Serina-Treonina Quinases/metabolismo , Proteínas Supressoras de Tumor/metabolismo , Quinases Proteína-Quinases Ativadas por AMP , Transporte Ativo do Núcleo Celular/efeitos dos fármacos , Transporte Ativo do Núcleo Celular/efeitos da radiação , Animais , Proteínas Mutadas de Ataxia Telangiectasia , Linfócitos B/efeitos dos fármacos , Linfócitos B/imunologia , Linfócitos B/metabolismo , Linfócitos B/efeitos da radiação , Proteínas de Ciclo Celular/antagonistas & inibidores , Proteínas de Ciclo Celular/genética , Diferenciação Celular/efeitos dos fármacos , Diferenciação Celular/efeitos da radiação , Linhagem Celular Tumoral , Quebras de DNA de Cadeia Dupla/efeitos dos fármacos , Quebras de DNA de Cadeia Dupla/efeitos da radiação , Dano ao DNA/efeitos dos fármacos , Dano ao DNA/efeitos da radiação , Proteínas de Ligação a DNA/antagonistas & inibidores , Proteínas de Ligação a DNA/genética , Expressão Gênica/efeitos dos fármacos , Expressão Gênica/imunologia , Expressão Gênica/efeitos da radiação , Regulação da Expressão Gênica/imunologia , Centro Germinativo/citologia , Humanos , Switching de Imunoglobulina/fisiologia , Linfoma de Células B/genética , Linfoma de Células B/metabolismo , Metformina/farmacologia , Camundongos , Camundongos Knockout , Fosforilação/efeitos dos fármacos , Fosforilação/efeitos da radiação , Plasmócitos/citologia , Plasmócitos/imunologia , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Proteínas Serina-Treonina Quinases/genética , Proteínas Proto-Oncogênicas/genética , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética , Transdução de Sinais/imunologia , Transdução de Sinais/efeitos da radiação , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Proteínas Supressoras de Tumor/antagonistas & inibidores , Proteínas Supressoras de Tumor/genética
8.
Proc Natl Acad Sci U S A ; 112(51): 15713-8, 2015 Dec 22.
Artigo em Inglês | MEDLINE | ID: mdl-26644586

RESUMO

Liver fibrosis is characterized by the persistent deposition of extracellular matrix components by hepatic stellate cell (HSC)-derived myofibroblasts. It is the histological manifestation of progressive, but reversible wound-healing processes. An unabated fibrotic response results in chronic liver disease and cirrhosis, a pathological precursor of hepatocellular carcinoma. We report here that JQ1, a small molecule inhibitor of bromodomain-containing protein 4 (BRD4), a member of bromodomain and extraterminal (BET) proteins, abrogate cytokine-induced activation of HSCs. Cistromic analyses reveal that BRD4 is highly enriched at enhancers associated with genes involved in multiple profibrotic pathways, where BRD4 is colocalized with profibrotic transcription factors. Furthermore, we show that JQ1 is not only protective, but can reverse the fibrotic response in carbon tetrachloride-induced fibrosis in mouse models. Our results implicate that BRD4 can act as a global genomic regulator to direct the fibrotic response through its coordinated regulation of myofibroblast transcription. This suggests BRD4 as a potential therapeutic target for patients with fibrotic complications.


Assuntos
Cirrose Hepática Experimental/tratamento farmacológico , Proteínas Nucleares/fisiologia , Fatores de Transcrição/fisiologia , Animais , Azepinas/farmacologia , Azepinas/uso terapêutico , Células Cultivadas , Células Estreladas do Fígado/efeitos dos fármacos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Proteínas Nucleares/antagonistas & inibidores , Fatores de Transcrição/antagonistas & inibidores , Triazóis/farmacologia , Triazóis/uso terapêutico
10.
bioRxiv ; 2024 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-39131374

RESUMO

Components of normal tissue architecture serve as barriers to tumor progression. Inflammatory and wound-healing programs are requisite features of solid tumorigenesis, wherein alterations to immune and non-immune stromal elements enable loss of homeostasis during tumor evolution. The precise mechanisms by which normal stromal cell states limit tissue plasticity and tumorigenesis, and which are lost during tumor progression, remain largely unknown. Here we show that healthy pancreatic mesenchyme expresses the paracrine signaling molecule KITL, also known as stem cell factor, and identify loss of stromal KITL during tumorigenesis as tumor-promoting. Genetic inhibition of mesenchymal KITL in the contexts of homeostasis, injury, and cancer together indicate a role for KITL signaling in maintenance of pancreas tissue architecture, such that loss of the stromal KITL pool increased tumor growth and reduced survival of tumor-bearing mice. Together, these findings implicate loss of mesenchymal KITL as a mechanism for establishing a tumor-permissive microenvironment.

11.
Cancer Res ; 84(21): 3505-3508, 2024 Nov 04.
Artigo em Inglês | MEDLINE | ID: mdl-39283867

RESUMO

Pancreatic ductal adenocarcinoma is a deadly disease and is projected to become the second leading cause of cancer-related death by 2030. A major hallmark is the exuberant host response comprising the tumor microenvironment, of which, cancer-associated fibroblasts (CAF) are a prevalent component. Despite the gains in understanding of their heterogeneity and functionality from CAF studies in recent years, there are many unanswered questions surrounding this diverse population of cells. Here, we summarize the views of several experts in the field, focusing on the current understanding of CAFs and challenges to address.


Assuntos
Fibroblastos Associados a Câncer , Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Microambiente Tumoral , Humanos , Fibroblastos Associados a Câncer/patologia , Fibroblastos Associados a Câncer/metabolismo , Neoplasias Pancreáticas/patologia , Carcinoma Ductal Pancreático/patologia , Animais
12.
Nat Cancer ; 5(2): 283-298, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38195933

RESUMO

Lipids and their modifying enzymes regulate diverse features of the tumor microenvironment and cancer progression. The secreted enzyme autotaxin (ATX) hydrolyzes extracellular lysophosphatidylcholine to generate the multifunctional lipid mediator lysophosphatidic acid (LPA) and supports the growth of several tumor types, including pancreatic ductal adenocarcinoma (PDAC). Here we show that ATX suppresses the accumulation of eosinophils in the PDAC microenvironment. Genetic or pharmacologic ATX inhibition increased the number of intratumor eosinophils, which promote tumor cell apoptosis locally and suppress tumor progression. Mechanistically, ATX suppresses eosinophil accumulation via an autocrine feedback loop, wherein ATX-LPA signaling negatively regulates the activity of the AP-1 transcription factor c-Jun, in turn suppressing the expression of the potent eosinophil chemoattractant CCL11 (eotaxin-1). Eosinophils were identified in human PDAC specimens, and rare individuals with high intratumor eosinophil abundance had the longest overall survival. Together with recent findings, this study reveals the context-dependent, immune-modulatory potential of ATX-LPA signaling in cancer.


Assuntos
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Eosinófilos/metabolismo , Quimiocina CCL11 , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/genética , Processos Neoplásicos , Lisofosfatidilcolinas/metabolismo , Carcinoma Ductal Pancreático/tratamento farmacológico , Carcinoma Ductal Pancreático/genética , Microambiente Tumoral
13.
Annu Rev Pathol ; 18: 123-148, 2023 01 24.
Artigo em Inglês | MEDLINE | ID: mdl-36130070

RESUMO

Pancreatic ductal adenocarcinoma (PDAC) features a prominent stromal microenvironment with remarkable cellular and spatial heterogeneity that meaningfully impacts disease biology and treatment resistance. Recent advances in tissue imaging capabilities, single-cell analytics, and disease modeling have shed light on organizing principles that shape the stromal complexity of PDAC tumors. These insights into the functional and spatial dependencies that coordinate cancer cell biology and the relationships that exist between cells and extracellular matrix components present in tumors are expected to unveil therapeutic vulnerabilities. We review recent advances in the field and discuss current understandings of mechanisms by which the tumor microenvironment shapes PDAC pathogenesis and therapy resistance.


Assuntos
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Resistencia a Medicamentos Antineoplásicos , Microambiente Tumoral , Neoplasias Pancreáticas/terapia , Neoplasias Pancreáticas/tratamento farmacológico , Carcinoma Ductal Pancreático/tratamento farmacológico , Carcinoma Ductal Pancreático/patologia
14.
Artigo em Inglês | MEDLINE | ID: mdl-37696660

RESUMO

The altered metabolism of tumor cells is a well-known hallmark of cancer and is driven by multiple factors such as mutations in oncogenes and tumor suppressor genes, the origin of the tissue where the tumor arises, and the microenvironment of the tumor. These metabolic changes support the growth of cancer cells by providing energy and the necessary building blocks to sustain proliferation. Targeting these metabolic alterations therapeutically is a potential strategy to treat cancer, but it is challenging due to the metabolic plasticity of tumors. Cancer cells have developed ways to scavenge nutrients through autophagy and macropinocytosis and can also form metabolic networks with stromal cells in the tumor microenvironment. Understanding the role of the tumor microenvironment in tumor metabolism is crucial for effective therapeutic targeting. This review will discuss tumor metabolism and the contribution of the stroma in supporting tumor growth through metabolic interactions.

15.
Onco Targets Ther ; 16: 695-702, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37635751

RESUMO

GOT2 is at the nexus of several critical metabolic pathways in homeostatic cellular and dysregulated cancer metabolism. Despite this, recent work has emphasized the remarkable plasticity of cancer cells to employ compensatory pathways when GOT2 is inhibited. Here, we review the metabolic roles of GOT2, highlighting findings in both normal and cancer cells. We emphasize how cancer cells repurpose cell intrinsic metabolism and their flexibility when GOT2 is inhibited. We close by using this framework to discuss key considerations for future investigations into cancer metabolism.

16.
bioRxiv ; 2023 Mar 25.
Artigo em Inglês | MEDLINE | ID: mdl-36993424

RESUMO

Accurately identifying phenotype-relevant cell subsets from heterogeneous cell populations is crucial for delineating the underlying mechanisms driving biological or clinical phenotypes. Here, by deploying a learning with rejection strategy, we developed a novel supervised learning framework called PENCIL to identify subpopulations associated with categorical or continuous phenotypes from single-cell data. By embedding a feature selection function into this flexible framework, for the first time, we were able to select informative features and identify cell subpopulations simultaneously, which enables the accurate identification of phenotypic subpopulations otherwise missed by methods incapable of concurrent gene selection. Furthermore, the regression mode of PENCIL presents a novel ability for supervised phenotypic trajectory learning of subpopulations from single-cell data. We conducted comprehensive simulations to evaluate PENCILs versatility in simultaneous gene selection, subpopulation identification and phenotypic trajectory prediction. PENCIL is fast and scalable to analyze 1 million cells within 1 hour. Using the classification mode, PENCIL detected T-cell subpopulations associated with melanoma immunotherapy outcomes. Moreover, when applied to scRNA-seq of a mantle cell lymphoma patient with drug treatment across multiple time points, the regression mode of PENCIL revealed a transcriptional treatment response trajectory. Collectively, our work introduces a scalable and flexible infrastructure to accurately identify phenotype-associated subpopulations from single-cell data.

17.
Nat Commun ; 14(1): 797, 2023 02 13.
Artigo em Inglês | MEDLINE | ID: mdl-36781852

RESUMO

The tumor microenvironment (TME) in pancreatic ductal adenocarcinoma (PDAC) is a complex ecosystem that drives tumor progression; however, in-depth single cell characterization of the PDAC TME and its role in response to therapy is lacking. Here, we perform single-cell RNA sequencing on freshly collected human PDAC samples either before or after chemotherapy. Overall, we find a heterogeneous mixture of basal and classical cancer cell subtypes, along with distinct cancer-associated fibroblast and macrophage subpopulations. Strikingly, classical and basal-like cancer cells exhibit similar transcriptional responses to chemotherapy and do not demonstrate a shift towards a basal-like transcriptional program among treated samples. We observe decreased ligand-receptor interactions in treated samples, particularly between TIGIT on CD8 + T cells and its receptor on cancer cells, and identify TIGIT as the major inhibitory checkpoint molecule of CD8 + T cells. Our results suggest that chemotherapy profoundly impacts the PDAC TME and may promote resistance to immunotherapy.


Assuntos
Adenocarcinoma , Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patologia , Adenocarcinoma/tratamento farmacológico , Adenocarcinoma/genética , Adenocarcinoma/patologia , Microambiente Tumoral/genética , Ecossistema , Carcinoma Ductal Pancreático/tratamento farmacológico , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/patologia , Análise de Sequência de RNA , Neoplasias Pancreáticas
18.
Proc Natl Acad Sci U S A ; 106(32): 13433-8, 2009 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-19666576

RESUMO

Epigenetic alterations, including gain or loss of DNA methylation, are a hallmark of nearly every malignancy. Changes in DNA methylation can impact expression of cancer-related genes including apoptosis regulators and tumor suppressors. Because such epigenetic changes are reversible, they are being aggressively investigated as potential therapeutic targets. Here we use the Emu-TCL1 transgenic mouse model of chronic lymphocytic leukemia (CLL) to determine the timing and patterns of aberrant DNA methylation, and to investigate the mechanisms that lead to aberrant DNA methylation. We show that CLL cells from Emu-TCL1 mice at various stages recapitulate epigenetic alterations seen in human CLL. Aberrant methylation of promoter sequences is observed as early as 3 months of age in these animals, well before disease onset. Abnormally methylated promoter regions include binding sites for the transcription factor FOXD3. We show that loss of Foxd3 expression due to an NF-kappaB p50/p50:HDAC1 repressor complex occurs in TCL1-positive B cells before methylation. Therefore, specific transcriptional repression is an early event leading to epigenetic silencing of target genes in murine and human CLL. These results provide strong rationale for the development of strategies to target NF-kappaB components in CLL and potentially other B-cell malignancies.


Assuntos
Epigênese Genética , Leucemia Linfocítica Crônica de Células B/genética , Leucemia Linfocítica Crônica de Células B/patologia , Animais , Metilação de DNA , Modelos Animais de Doenças , Progressão da Doença , Fatores de Transcrição Forkhead/metabolismo , Regulação Leucêmica da Expressão Gênica , Inativação Gênica , Histona Desacetilase 1 , Histona Desacetilases/metabolismo , Humanos , Camundongos , Subunidade p50 de NF-kappa B/metabolismo , Proteínas Proto-Oncogênicas/metabolismo , Proteínas Repressoras/metabolismo , Transativadores/metabolismo
19.
Cancer Discov ; 12(11): 2501-2503, 2022 11 02.
Artigo em Inglês | MEDLINE | ID: mdl-36321307

RESUMO

Cancer-associated fibroblasts share defined features with fibroblasts in secondary lymphoid organs, including the ability to regulate immune cell localization. In this issue of Cancer Discovery, Grout and colleagues perform multimodal analysis of human lung cancer specimens and identify two distinct fibroblast populations associated with spatial exclusion of T cells from tumor cell nests. See related article by Grout et al., p. 2606 (3).


Assuntos
Fibroblastos Associados a Câncer , Neoplasias Pulmonares , Humanos , Fibroblastos Associados a Câncer/patologia , Linfócitos T/patologia , Neoplasias Pulmonares/patologia , Pulmão/patologia , Fibroblastos/patologia
20.
Cancer Discov ; 12(10): 2414-2433, 2022 10 05.
Artigo em Inglês | MEDLINE | ID: mdl-35894778

RESUMO

Despite significant recent advances in precision medicine, pancreatic ductal adenocarcinoma (PDAC) remains near uniformly lethal. Although immune-modulatory therapies hold promise to meaningfully improve outcomes for patients with PDAC, the development of such therapies requires an improved understanding of the immune evasion mechanisms that characterize the PDAC microenvironment. Here, we show that cancer cell-intrinsic glutamic-oxaloacetic transaminase 2 (GOT2) shapes the immune microenvironment to suppress antitumor immunity. Mechanistically, we find that GOT2 functions beyond its established role in the malate-aspartate shuttle and promotes the transcriptional activity of nuclear receptor peroxisome proliferator-activated receptor delta (PPARδ), facilitated by direct fatty acid binding. Although GOT2 is dispensable for cancer cell proliferation in vivo, the GOT2-PPARδ axis promotes spatial restriction of both CD4+ and CD8+ T cells from the tumor microenvironment. Our results demonstrate a noncanonical function for an established mitochondrial enzyme in transcriptional regulation of immune evasion, which may be exploitable to promote a productive antitumor immune response. SIGNIFICANCE: Prior studies demonstrate the important moonlighting functions of metabolic enzymes in cancer. We find that the mitochondrial transaminase GOT2 binds directly to fatty acid ligands that regulate the nuclear receptor PPARδ, and this functional interaction critically regulates the immune microenvironment of pancreatic cancer to promote tumor progression. See related commentary by Nwosu and di Magliano, p. 2237.. This article is highlighted in the In This Issue feature, p. 2221.


Assuntos
Carcinoma Ductal Pancreático , PPAR delta , Neoplasias Pancreáticas , Aspartato Aminotransferases , Ácido Aspártico/metabolismo , Carcinoma Ductal Pancreático/patologia , Ácidos Graxos , Humanos , Ligantes , Malatos/metabolismo , Neoplasias Pancreáticas/patologia , Microambiente Tumoral , Neoplasias Pancreáticas
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