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1.
Nature ; 632(8026): 903-910, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39085609

RESUMO

Bidirectional communication between tumours and neurons has emerged as a key facet of the tumour microenvironment that drives malignancy1,2. Another hallmark feature of cancer is epigenomic dysregulation, in which alterations in gene expression influence cell states and interactions with the tumour microenvironment3. Ependymoma (EPN) is a paediatric brain tumour that relies on epigenomic remodelling to engender malignancy4,5; however, how these epigenetic mechanisms intersect with extrinsic neuronal signalling during EPN tumour progression is unknown. Here we show that the activity of serotonergic neurons regulates EPN tumorigenesis, and that serotonin itself also serves as an activating modification on histones. We found that inhibiting histone serotonylation blocks EPN tumorigenesis and regulates the expression of a core set of developmental transcription factors. High-throughput, in vivo screening of these transcription factors revealed that ETV5 promotes EPN tumorigenesis and functions by enhancing repressive chromatin states. Neuropeptide Y (NPY) is one of the genes repressed by ETV5, and its overexpression suppresses EPN tumour progression and tumour-associated network hyperactivity through synaptic remodelling. Collectively, this study identifies histone serotonylation as a key driver of EPN tumorigenesis, and also reveals how neuronal signalling, neuro-epigenomics and developmental programs are intertwined to drive malignancy in brain cancer.


Assuntos
Carcinogênese , Ependimoma , Histonas , Animais , Feminino , Humanos , Masculino , Camundongos , Neoplasias Encefálicas/patologia , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Carcinogênese/genética , Carcinogênese/patologia , Carcinogênese/metabolismo , Linhagem Celular Tumoral , Cromatina/metabolismo , Cromatina/genética , Progressão da Doença , Proteínas de Ligação a DNA/metabolismo , Ependimoma/genética , Ependimoma/metabolismo , Ependimoma/patologia , Epigênese Genética , Regulação Neoplásica da Expressão Gênica , Histonas/química , Histonas/metabolismo , Fatores de Transcrição/metabolismo , Microambiente Tumoral , Neurônios Serotoninérgicos/metabolismo , Serotonina/metabolismo
2.
Blood ; 143(20): 2059-2072, 2024 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-38437498

RESUMO

ABSTRACT: BRG1 (SMARCA4) and BRM (SMARCA2) are the mutually exclusive core ATPases of the chromatin remodeling BAF (BRG1/BRM-associated factor) complexes. They enable transcription factors/cofactors to access enhancers/promoter and modulate gene expressions responsible for cell growth and differentiation of acute myeloid leukemia (AML) stem/progenitor cells. In AML with MLL1 rearrangement (MLL1r) or mutant NPM1 (mtNPM1), although menin inhibitor (MI) treatment induces clinical remissions, most patients either fail to respond or relapse, some harboring menin mutations. FHD-286 is an orally bioavailable, selective inhibitor of BRG1/BRM under clinical development in AML. Present studies show that FHD-286 induces differentiation and lethality in AML cells with MLL1r or mtNPM1, concomitantly causing perturbed chromatin accessibility and repression of c-Myc, PU.1, and CDK4/6. Cotreatment with FHD-286 and decitabine, BET inhibitor (BETi) or MI, or venetoclax synergistically induced in vitro lethality in AML cells with MLL1r or mtNPM1. In models of xenografts derived from patients with AML with MLL1r or mtNPM1, FHD-286 treatment reduced AML burden, improved survival, and attenuated AML-initiating potential of stem-progenitor cells. Compared with each drug, cotreatment with FHD-286 and BETi, MI, decitabine, or venetoclax significantly reduced AML burden and improved survival, without inducing significant toxicity. These findings highlight the FHD-286-based combinations as a promising therapy for AML with MLL1r or mtNPM1.


Assuntos
DNA Helicases , Leucemia Mieloide Aguda , Proteínas Nucleares , Proteínas Proto-Oncogênicas , Fatores de Transcrição , Animais , Humanos , Camundongos , Proteínas que Contêm Bromodomínio , Linhagem Celular Tumoral , DNA Helicases/antagonistas & inibidores , DNA Helicases/genética , Leucemia Mieloide Aguda/tratamento farmacológico , Leucemia Mieloide Aguda/patologia , Leucemia Mieloide Aguda/genética , Células-Tronco Neoplásicas/efeitos dos fármacos , Células-Tronco Neoplásicas/patologia , Células-Tronco Neoplásicas/metabolismo , Proteínas Nucleares/antagonistas & inibidores , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Nucleofosmina , Proteínas Proto-Oncogênicas/antagonistas & inibidores , Proteínas Proto-Oncogênicas/genética , Fatores de Transcrição/antagonistas & inibidores , Fatores de Transcrição/genética , Ensaios Antitumorais Modelo de Xenoenxerto
3.
Proc Natl Acad Sci U S A ; 119(29): e2202015119, 2022 07 19.
Artigo em Inglês | MEDLINE | ID: mdl-35858326

RESUMO

Epigenetic dysregulation is a universal feature of cancer that results in altered patterns of gene expression that drive malignancy. Brain tumors exhibit subtype-specific epigenetic alterations; however, the molecular mechanisms responsible for these diverse epigenetic states remain unclear. Here, we show that the developmental transcription factor Sox9 differentially regulates epigenomic states in high-grade glioma (HGG) and ependymoma (EPN). Using our autochthonous mouse models, we found that Sox9 suppresses HGG growth and expands associated H3K27ac states, while promoting ZFTA-RELA (ZRFUS) EPN growth and diminishing H3K27ac states. These contrasting roles for Sox9 correspond with protein interactions with histone deacetylating complexes in HGG and an association with the ZRFUS oncofusion in EPN. Mechanistic studies revealed extensive Sox9 and ZRFUS promoter co-occupancy, indicating functional synergy in promoting EPN tumorigenesis. Together, our studies demonstrate how epigenomic states are differentially regulated in distinct subtypes of brain tumors, while revealing divergent roles for Sox9 in HGG and EPN tumorigenesis.


Assuntos
Neoplasias Encefálicas , Ependimoma , Epigênese Genética , Fatores de Transcrição SOX9 , Animais , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patologia , Carcinogênese/genética , Ependimoma/genética , Ependimoma/patologia , Camundongos , Neoplasias Experimentais/genética , Neoplasias Experimentais/patologia , Fatores de Transcrição SOX9/genética , Fatores de Transcrição SOX9/fisiologia
4.
J Mol Cell Cardiol ; 190: 1-12, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38514002

RESUMO

BACKGROUND: Overexpression of the CREM (cAMP response element-binding modulator) isoform CREM-IbΔC-X in transgenic mice (CREM-Tg) causes the age-dependent development of spontaneous AF. PURPOSE: To identify key proteome signatures and biological processes accompanying the development of persistent AF through integrated proteomics and bioinformatics analysis. METHODS: Atrial tissue samples from three CREM-Tg mice and three wild-type littermates were subjected to unbiased mass spectrometry-based quantitative proteomics, differential expression and pathway enrichment analysis, and protein-protein interaction (PPI) network analysis. RESULTS: A total of 98 differentially expressed proteins were identified. Gene ontology analysis revealed enrichment for biological processes regulating actin cytoskeleton organization and extracellular matrix (ECM) dynamics. Changes in ITGAV, FBLN5, and LCP1 were identified as being relevant to atrial fibrosis and structural based on expression changes, co-expression patterns, and PPI network analysis. Comparative analysis with previously published datasets revealed a shift in protein expression patterns from ion-channel and metabolic regulators in young CREM-Tg mice to profibrotic remodeling factors in older CREM-Tg mice. Furthermore, older CREM-Tg mice exhibited protein expression patterns reminiscent of those seen in humans with persistent AF. CONCLUSIONS: This study uncovered distinct temporal changes in atrial protein expression patterns with age in CREM-Tg mice consistent with the progressive evolution of AF. Future studies into the role of the key differentially abundant proteins identified in this study in AF progression may open new therapeutic avenues to control atrial fibrosis and substrate development in AF.


Assuntos
Fibrilação Atrial , Modulador de Elemento de Resposta do AMP Cíclico , Fibrose , Átrios do Coração , Camundongos Transgênicos , Proteômica , Animais , Fibrilação Atrial/metabolismo , Fibrilação Atrial/genética , Modulador de Elemento de Resposta do AMP Cíclico/metabolismo , Modulador de Elemento de Resposta do AMP Cíclico/genética , Proteômica/métodos , Átrios do Coração/metabolismo , Átrios do Coração/patologia , Camundongos , Regulação da Expressão Gênica , Mapas de Interação de Proteínas , Proteoma/metabolismo , Modelos Animais de Doenças , Perfilação da Expressão Gênica , Matriz Extracelular/metabolismo , Masculino
5.
PLoS Pathog ; 18(10): e1010894, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36191045

RESUMO

Streptococcus gallolyticus subspecies gallolyticus (Sgg) has a strong clinical association with colorectal cancer (CRC) and actively promotes the development of colon tumors. Previous work showed that this organism stimulates CRC cells proliferation and tumor growth. However, the molecular mechanisms underlying these activities are not well understood. Here, we found that Sgg upregulates the expression of several type of collagens in HT29 and HCT116 cells, with type VI collagen (ColVI) being the highest upregulated type. Knockdown of ColVI abolished the ability of Sgg to induce cell proliferation and reduced the adherence of Sgg to CRC cells. The extracellular matrix (ECM) is an important regulator of cell proliferation. Therefore, we further examined the role of decellularized matrix (dc-matrix), which is free of live bacteria or cells, in Sgg-induced cell proliferation. Dc-matrix prepared from Sgg-treated cells showed a significantly higher pro-proliferative activity than that from untreated cells or cells treated with control bacteria. On the other hand, dc-matrix from Sgg-treated ColVI knockdown cells showed no difference in the capacity to support cell proliferation compared to that from untreated ColVI knockdown cells, suggesting that the ECM by itself is a mediator of Sgg-induced cell proliferation. Furthermore, Sgg treatment of CRC cells but not ColVI knockdown CRC cells resulted in significantly larger tumors in vivo, suggesting that ColVI is important for Sgg to promote tumor growth in vivo. These results highlight a dynamic bidirectional interplay between Sgg and the ECM, where Sgg upregulates collagen expression. The Sgg-modified ECM in turn affects the ability of Sgg to adhere to host cells and more importantly, acts as a mediator for Sgg-induced CRC cell proliferation. Taken together, our results reveal a novel mechanism in which Sgg stimulates CRC proliferation through modulation of the ECM.


Assuntos
Neoplasias Colorretais , Streptococcus gallolyticus subspecies gallolyticus , Proliferação de Células , Colágeno Tipo VI , Neoplasias Colorretais/microbiologia , Matriz Extracelular/patologia , Humanos , Streptococcus gallolyticus subspecies gallolyticus/fisiologia
6.
Blood ; 138(23): 2360-2371, 2021 12 09.
Artigo em Inglês | MEDLINE | ID: mdl-34255829

RESUMO

B-cell-activating factor (BAFF) mediates B-cell survival and, when deregulated, contributes to autoimmune diseases and B-cell malignancies. The mechanism connecting BAFF receptor (BAFFR) signal to downstream pathways and pathophysiological functions is not well understood. Here we identified DYRK1a as a kinase that responds to BAFF stimulation and mediates BAFF-induced B-cell survival. B-cell-specific DYRK1a deficiency causes peripheral B-cell reduction and ameliorates autoimmunity in a mouse model of lupus. An unbiased screen identified DYRK1a as a protein that interacts with TRAF3, a ubiquitin ligase component mediating degradation of the noncanonical nuclear factor (NF)-κB-inducing kinase (NIK). DYRK1a phosphorylates TRAF3 at serine-29 to interfere with its function in mediating NIK degradation, thereby facilitating BAFF-induced NIK accumulation and noncanonical NF-κB activation. Interestingly, B-cell acute lymphoblastic leukemia (B-ALL) cells express high levels of BAFFR and respond to BAFF for noncanonical NF-κB activation and survival in a DYRK1a-dependent manner. Furthermore, DYRK1a promotes a mouse model of B-ALL through activation of the noncanonical NF-κB pathway. These results establish DYRK1a as a critical BAFFR signaling mediator and provide novel insight into B-ALL pathogenesis.


Assuntos
Autoimunidade , Fator Ativador de Células B/imunologia , Leucemia de Células B/imunologia , NF-kappa B/imunologia , Proteínas Serina-Treonina Quinases/imunologia , Proteínas Tirosina Quinases/imunologia , Animais , Doenças Autoimunes/imunologia , Doenças Autoimunes/patologia , Linfócitos B/imunologia , Linfócitos B/patologia , Carcinogênese/imunologia , Carcinogênese/patologia , Linhagem Celular Tumoral , Humanos , Leucemia de Células B/patologia , Camundongos , Camundongos Endogâmicos C57BL , Leucemia-Linfoma Linfoblástico de Células Precursoras B/imunologia , Leucemia-Linfoma Linfoblástico de Células Precursoras B/patologia , Quinases Dyrk
7.
Arterioscler Thromb Vasc Biol ; 42(4): 381-394, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35172604

RESUMO

BACKGROUND: The intestine occupies the critical interface between cholesterol absorption and excretion. Surprisingly little is known about the role of de novo cholesterol synthesis in this organ, and its relationship to whole body cholesterol homeostasis. Here, we investigate the physiological importance of this pathway through genetic deletion of the rate-limiting enzyme. METHODS: Mice lacking 3-hydroxy-3-methylglutaryl-coenzyme A reductase (Hmgcr) in intestinal villus and crypt epithelial cells were generated using a Villin-Cre transgene. Plasma lipids, intestinal morphology, mevalonate pathway metabolites, and gene expression were analyzed. RESULTS: Mice with intestine-specific loss of Hmgcr were markedly smaller at birth, but gain weight at a rate similar to wild-type littermates, and are viable and fertile into adulthood. Intestine lengths and weights were greater relative to body weight in both male and female Hmgcr intestinal knockout mice. Male intestinal knockout had decreased plasma cholesterol levels, whereas fasting triglycerides were lower in both sexes. Lipidomics revealed substantial reductions in numerous nonsterol isoprenoids and sterol intermediates within the epithelial layer, but cholesterol levels were preserved. Hmgcr intestinal knockout mice also showed robust activation of SREBP-2 (sterol-regulatory element binding protein-2) target genes in the epithelium, including the LDLR (low-density lipoprotein receptor). At the cellular level, loss of Hmgcr is compensated for quickly after birth through a dramatic expansion of the stem cell compartment, which persists into adulthood. CONCLUSIONS: Loss of Hmgcr in the intestine is compatible with life through compensatory increases in intestinal absorptive surface area, LDLR expression, and expansion of the resident stem cell compartment.


Assuntos
Intestinos , Células-Tronco , Acil Coenzima A , Animais , Colesterol , Feminino , Masculino , Camundongos , Esteróis
8.
Am J Physiol Heart Circ Physiol ; 323(2): H285-H300, 2022 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-35714177

RESUMO

The incidence of diastolic dysfunction increases with age in both humans and mice. This is characterized by increased passive stiffness and slower relaxation of the left ventricle. The stiffness arises at least partially from progressively increased interstitial collagen deposition because of highly secretory fibroblasts. In the past, we demonstrated that AMPK activation via the drug 5-aminoimidazole-4-carboxamide riboside (AICAR) in middle-aged mice reduced adverse remodeling after myocardial infarction. Therefore, as an attempt to normalize the fibroblast phenotype, we used 21-mo-old male and female mice and treated them with AICAR (0.166 mg/g body wt) where each mouse was followed in a functional study over a 3-mo period. We found sex-related differences in extracellular matrix (ECM) composition as well as heart function indices at baseline, which were further accentuated by AICAR treatment. AICAR attenuated the age-related increase in left atrial volume (LAV, an indicator of diastolic dysfunction) in female but not in male hearts, which was associated with reduced collagen deposition in the old female heart, and reduced the transcription factor Gli1 expression in cardiac fibroblasts. We further demonstrated that collagen synthesis was dependent on Gli1, which is a target of AMPK-mediated degradation. By contrast, AICAR had a minor impact on cardiac fibroblasts in the old male heart because of blunted AMPK phosphorylation. Hence, it did not significantly improve old male heart function indices. In conclusion, we demonstrated that male and female hearts are phenotypically different, and sex-specific differences need to be considered when analyzing the response to pharmacological intervention.NEW & NOTEWORTHY The aging heart develops diastolic dysfunction because of increased collagen deposition. We attempted to reduce collagen expression in the old heart by activating AMPK using AICAR. An improvement of diastolic function and reduction of cardiac fibrosis was found only in the female heart and correlated with decreased procollagen expression and increased degradation of the transcription factor Gli1. Male hearts display blunted AICAR-dependent AMPK activation and therefore this treatment had no benefits for the male mice.


Assuntos
Proteínas Quinases Ativadas por AMP , Cardiomiopatias , Proteínas Quinases Ativadas por AMP/metabolismo , Envelhecimento/metabolismo , Aminoimidazol Carboxamida/farmacologia , Animais , Colágeno/metabolismo , Feminino , Fibrose , Masculino , Camundongos , Fenótipo , Proteína GLI1 em Dedos de Zinco/genética
9.
Mol Cell Proteomics ; 19(3): 467-477, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31900314

RESUMO

Adenosine monophosphate-activated protein kinase (AMPK) is an obligate heterotrimer that consists of a catalytic subunit (α) and two regulatory subunits (ß and γ). AMPK is a key enzyme in the regulation of cellular energy homeostasis. It has been well studied and is known to function in many cellular pathways. However, the interactome of AMPK has not yet been systematically established, although protein-protein interaction is critically important for protein function and regulation. Here, we used tandem-affinity purification, coupled with mass spectrometry (TAP-MS) analysis, to determine the interactome of AMPK and its functions. We conducted a TAP-MS analysis of all seven AMPK subunits. We identified 138 candidate high-confidence interacting proteins (HCIPs) of AMPK, which allowed us to build an interaction network of AMPK complexes. Five candidate AMPK-binding proteins were experimentally validated, underlining the reliability of our data set. Furthermore, we demonstrated that AMPK acts with a strong AMPK-binding protein, Artemis, in non-homologous end joining. Collectively, our study established the first AMPK interactome and uncovered a new function of AMPK in DNA repair.


Assuntos
Proteínas Quinases Ativadas por AMP/metabolismo , Reparo do DNA por Junção de Extremidades , Proteínas de Ligação a DNA/metabolismo , Endonucleases/metabolismo , Subunidades Proteicas/metabolismo , Proteínas de Ligação a DNA/genética , Endonucleases/genética , Células HEK293 , Humanos , Mapeamento de Interação de Proteínas
10.
Mol Psychiatry ; 25(10): 2504-2516, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-30696942

RESUMO

Neurons are sensitive to changes in the dosage of many genes, especially those regulating synaptic functions. Haploinsufficiency of SHANK3 causes Phelan-McDermid syndrome and autism, whereas duplication of the same gene leads to SHANK3 duplication syndrome, a disorder characterized by neuropsychiatric phenotypes including hyperactivity and bipolar disorder as well as epilepsy. We recently demonstrated the functional modularity of Shank3, which suggests that normalizing levels of Shank3 itself might be more fruitful than correcting pathways that function downstream of it for treatment of disorders caused by alterations in SHANK3 dosage. To identify upstream regulators of Shank3 abundance, we performed a kinome-wide siRNA screen and identified multiple kinases that potentially regulate Shank3 protein stability. Interestingly, we discovered that several kinases in the MEK/ERK2 pathway destabilize Shank3 and that genetic deletion and pharmacological inhibition of ERK2 increases Shank3 abundance in vivo. Mechanistically, we show that ERK2 binds Shank3 and phosphorylates it at three residues to promote its poly-ubiquitination-dependent degradation. Altogether, our findings uncover a druggable pathway as a potential therapeutic target for disorders with reduced SHANK3 dosage, provide a rich resource for studying Shank3 regulation, and demonstrate the feasibility of this approach for identifying regulators of dosage-sensitive genes.


Assuntos
Proteína Quinase 1 Ativada por Mitógeno/antagonistas & inibidores , Proteína Quinase 1 Ativada por Mitógeno/genética , Proteínas do Tecido Nervoso/metabolismo , Estabilidade Proteica , Interferência de RNA , Animais , Linhagem Celular Tumoral , Transtornos Cromossômicos/genética , Feminino , Deleção de Genes , Haploinsuficiência , Humanos , Masculino , Camundongos , Proteína Quinase 1 Ativada por Mitógeno/metabolismo , Proteínas do Tecido Nervoso/deficiência , Proteínas do Tecido Nervoso/genética , Neurônios/metabolismo , Fosforilação/efeitos dos fármacos , Estabilidade Proteica/efeitos dos fármacos
11.
Nature ; 525(7569): 384-8, 2015 Sep 17.
Artigo em Inglês | MEDLINE | ID: mdl-26331541

RESUMO

MYC (also known as c-MYC) overexpression or hyperactivation is one of the most common drivers of human cancer. Despite intensive study, the MYC oncogene remains recalcitrant to therapeutic inhibition. MYC is a transcription factor, and many of its pro-tumorigenic functions have been attributed to its ability to regulate gene expression programs. Notably, oncogenic MYC activation has also been shown to increase total RNA and protein production in many tissue and disease contexts. While such increases in RNA and protein production may endow cancer cells with pro-tumour hallmarks, this increase in synthesis may also generate new or heightened burden on MYC-driven cancer cells to process these macromolecules properly. Here we discover that the spliceosome is a new target of oncogenic stress in MYC-driven cancers. We identify BUD31 as a MYC-synthetic lethal gene in human mammary epithelial cells, and demonstrate that BUD31 is a component of the core spliceosome required for its assembly and catalytic activity. Core spliceosomal factors (such as SF3B1 and U2AF1) associated with BUD31 are also required to tolerate oncogenic MYC. Notably, MYC hyperactivation induces an increase in total precursor messenger RNA synthesis, suggesting an increased burden on the core spliceosome to process pre-mRNA. In contrast to normal cells, partial inhibition of the spliceosome in MYC-hyperactivated cells leads to global intron retention, widespread defects in pre-mRNA maturation, and deregulation of many essential cell processes. Notably, genetic or pharmacological inhibition of the spliceosome in vivo impairs survival, tumorigenicity and metastatic proclivity of MYC-dependent breast cancers. Collectively, these data suggest that oncogenic MYC confers a collateral stress on splicing, and that components of the spliceosome may be therapeutic entry points for aggressive MYC-driven cancers.


Assuntos
Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/genética , Genes myc/genética , Spliceossomos/efeitos dos fármacos , Spliceossomos/metabolismo , Animais , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Transformação Celular Neoplásica/efeitos dos fármacos , Feminino , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Células HeLa , Humanos , Íntrons/genética , Camundongos , Camundongos Nus , Metástase Neoplásica/tratamento farmacológico , Proteínas Nucleares/metabolismo , Fosfoproteínas/metabolismo , Proteínas Proto-Oncogênicas c-myc/genética , Proteínas Proto-Oncogênicas c-myc/metabolismo , Precursores de RNA/biossíntese , Precursores de RNA/genética , Splicing de RNA/efeitos dos fármacos , Fatores de Processamento de RNA , RNA Mensageiro/biossíntese , RNA Mensageiro/genética , Ribonucleoproteína Nuclear Pequena U2/metabolismo , Ribonucleoproteínas/metabolismo , Fator de Processamento U2AF , Ensaios Antitumorais Modelo de Xenoenxerto
12.
Proteomics ; 20(21-22): e1900334, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32864883

RESUMO

The identification of major histocompatibility complex (MHC)-binding peptides in mass spectrometry (MS)-based immunopeptideomics relies largely on database search engines developed for proteomics data analysis. However, because immunopeptidomics experiments do not involve enzymatic digestion at specific residues, an inflated search space leads to a high false positive rate and low sensitivity in peptide identification. In order to improve the sensitivity and reliability of peptide identification, a post-processing tool named DeepRescore is developed. DeepRescore combines peptide features derived from deep learning predictions, namely accurate retention timeand MS/MS spectra predictions, with previously used features to rescore peptide-spectrum matches. Using two public immunopeptidomics datasets, it is shown that rescoring by DeepRescore increases both the sensitivity and reliability of MHC-binding peptide and neoantigen identifications compared to existing methods. It is also shown that the performance improvement is, to a large extent, driven by the deep learning-derived features. DeepRescore is developed using NextFlow and Docker and is available at https://github.com/bzhanglab/DeepRescore.


Assuntos
Aprendizado Profundo , Espectrometria de Massas em Tandem , Algoritmos , Bases de Dados de Proteínas , Humanos , Peptídeos , Reprodutibilidade dos Testes
13.
Mol Pharmacol ; 98(1): 24-37, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32362585

RESUMO

High-dose synthetic estrogen therapy was the standard treatment of advanced breast cancer for three decades until the discovery of tamoxifen. A range of substituted triphenylethylene synthetic estrogens and diethylstilbestrol were used. It is now known that low doses of estrogens can cause apoptosis in long-term estrogen deprived (LTED) breast cancer cells resistant to antiestrogens. This action of estrogen can explain the reduced breast cancer incidence in postmenopausal women over 60 who are taking conjugated equine estrogens and the beneficial effect of low-dose estrogen treatment of patients with acquired aromatase inhibitor resistance in clinical trials. To decipher the molecular mechanism of estrogens at the estrogen receptor (ER) complex by different types of estrogens-planar [17ß-estradiol (E2)] and angular triphenylethylene (TPE) derivatives-we have synthesized a small series of compounds with either no substitutions on the TPE phenyl ring containing the antiestrogenic side chain of endoxifen or a free hydroxyl. In the first week of treatment with E2 the LTED cells undergo apoptosis completely. By contrast, the test TPE derivatives act as antiestrogens with a free para-hydroxyl on the phenyl ring that contains an antiestrogenic side chain in endoxifen. This inhibits early E2-induced apoptosis if a free hydroxyl is present. No substitution at the site occupied by the antiestrogenic side chain of endoxifen results in early apoptosis similar to planar E2 The TPE compounds recruit coregulators to the ER differentially and predictably, leading to delayed apoptosis in these cells. SIGNIFICANCE STATEMENT: In this paper we investigate the role of the structure-function relationship of a panel of synthetic triphenylethylene (TPE) derivatives and a novel mechanism of estrogen-induced cell death in breast cancer, which is now clinically relevant. Our study indicates that these TPE derivatives, depending on the positioning of the hydroxyl groups, induce various conformations of the estrogen receptor's ligand-binding domain, which in turn produces differential recruitment of coregulators and subsequently different apoptotic effects on the antiestrogen-resistant breast cancer cells.


Assuntos
Neoplasias da Mama/metabolismo , Antagonistas de Estrogênios/síntese química , Receptor alfa de Estrogênio/química , Receptor alfa de Estrogênio/metabolismo , Estilbenos/síntese química , Neoplasias da Mama/tratamento farmacológico , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Estradiol/química , Estradiol/farmacologia , Antagonistas de Estrogênios/química , Antagonistas de Estrogênios/farmacologia , Feminino , Humanos , Células MCF-7 , Modelos Moleculares , Simulação de Dinâmica Molecular , Estrutura Molecular , Estilbenos/química , Estilbenos/farmacologia , Relação Estrutura-Atividade
14.
Mol Cell Proteomics ; 17(11): 2270-2283, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30093420

RESUMO

In quantitative mass spectrometry, the method by which peptides are grouped into proteins can have dramatic effects on downstream analyses. Here we describe gpGrouper, an inference and quantitation algorithm that offers an alternative method for assignment of protein groups by gene locus and improves pseudo-absolute iBAQ quantitation by weighted distribution of shared peptide areas. We experimentally show that distributing shared peptide quantities based on unique peptide peak ratios improves quantitation accuracy compared with conventional winner-take-all scenarios. Furthermore, gpGrouper seamlessly handles two-species samples such as patient-derived xenografts (PDXs) without ignoring the host species or species-shared peptides. This is a critical capability for proper evaluation of proteomics data from PDX samples, where stromal infiltration varies across individual tumors. Finally, gpGrouper calculates peptide peak area (MS1) based expression estimates from multiplexed isobaric data, producing iBAQ results that are directly comparable across label-free, isotopic, and isobaric proteomics approaches.


Assuntos
Algoritmos , Peptídeos/metabolismo , Proteômica/métodos , Animais , Genes , Células HeLa , Humanos , Camundongos , Camundongos SCID , Células NIH 3T3 , Proteoma/metabolismo , Reprodutibilidade dos Testes , Ensaios Antitumorais Modelo de Xenoenxerto
15.
J Proteome Res ; 18(10): 3715-3730, 2019 10 04.
Artigo em Inglês | MEDLINE | ID: mdl-31442056

RESUMO

Ligand binding to the cell surface receptors initiates signaling cascades that are commonly transduced through a protein-protein interaction (PPI) network to activate a plethora of response pathways. However, tools to capture the membrane PPI network are lacking. Here, we describe a cross-linking-aided mass spectrometry workflow for isolation and identification of signal-dependent epidermal growth factor receptor (EGFR) proteome. We performed protein cross-linking in cell culture at various time points following EGF treatment, followed by immunoprecipitation of endogenous EGFR and analysis of the associated proteins by quantitative mass spectrometry. We identified 140 proteins with high confidence during a 2 h time course by data-dependent acquisition and further validated the results by parallel reaction monitoring. A large proportion of proteins in the EGFR proteome function in endocytosis and intracellular protein transport. The EGFR proteome was highly dynamic with distinct temporal behavior; 10 proteins that appeared in all time points constitute the core proteome. Functional characterization showed that loss of the FYVE domain-containing proteins altered the EGFR intracellular distribution but had a minor effect on EGFR proteome or signaling. Thus, our results suggest that the EGFR proteome include functional regulators that influence EGFR signaling and bystanders that are captured as the components of endocytic vesicles. The high-resolution spatiotemporal information of these molecules facilitates the delineation of many pathways that could determine the strength and duration of the signaling, as well as the location and destination of the receptor.


Assuntos
Mapeamento de Interação de Proteínas/métodos , Proteoma/metabolismo , Transdução de Sinais , Linhagem Celular , Fator de Crescimento Epidérmico/metabolismo , Receptores ErbB/metabolismo , Humanos , Imunoprecipitação , Espectrometria de Massas , Transporte Proteico , Fatores de Tempo , Fluxo de Trabalho
16.
Mol Cell Proteomics ; 16(4): 594-607, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28174230

RESUMO

Neurofibromin (NF1) is a well known tumor suppressor that is commonly mutated in cancer patients. It physically interacts with RAS and negatively regulates RAS GTPase activity. Despite the importance of NF1 in cancer, a high quality endogenous NF1 interactome has yet to be established. In this study, we combined clustered, regularly interspaced short palindromic repeats (CRISPR)/Cas9-mediated gene knock-out technology with affinity purification using antibodies against endogenous proteins, followed by mass spectrometry analysis, to sensitively and accurately detect NF1 protein-protein interactions in unaltered in vivo settings. Using this system, we analyzed endogenous NF1-associated protein complexes and identified 49 high-confidence candidate interaction proteins, including RAS and other functionally relevant proteins. Through functional validation, we found that NF1 negatively regulates mechanistic target of rapamycin signaling (mTOR) in a LAMTOR1-dependent manner. In addition, the cell growth and survival of NF1-deficient cells have become dependent on hyperactivation of the mTOR pathway, and the tumorigenic properties of these cells have become dependent on LAMTOR1. Taken together, our findings may provide novel insights into therapeutic approaches targeting NF1-deficient tumors.


Assuntos
Proteínas de Transporte/metabolismo , Edição de Genes/métodos , Neoplasias/metabolismo , Neurofibromina 1/metabolismo , Proteômica/métodos , Serina-Treonina Quinases TOR/metabolismo , Sistemas CRISPR-Cas , Proteínas de Transporte/genética , Proliferação de Células , Sobrevivência Celular , Células HEK293 , Células HeLa , Humanos , Peptídeos e Proteínas de Sinalização Intracelular , Espectrometria de Massas , Neoplasias/genética , Neurofibromina 1/genética , Mapas de Interação de Proteínas , Transdução de Sinais , Serina-Treonina Quinases TOR/genética
17.
J Biol Chem ; 292(46): 18886-18896, 2017 11 17.
Artigo em Inglês | MEDLINE | ID: mdl-28972166

RESUMO

Stress granules (SG) are membrane-less organelles that are condensates of stalled translation initiation complexes and mRNAs. SG formation is a cytoprotective response to environmental stress and results from protein interactions involving regions of low amino acid complexity and poorly defined post-translational modifications of SG components. Many RNA-binding proteins are methylated, and we previously demonstrated that the potent SG-nucleating protein G3BP1 is methylated by protein arginine methyltransferase 1 and 5 (PRMT1 and PRMT5). G3BP1 methylation represses SG formation and is reversible. Here we functionally link JMJD6 (Jumonji C domain-containing protein 6) to G3BP1 demethylation. Our findings reveal that JMJD6 is a novel SG component that interacts with G3BP1 complexes, and its expression reduces G3BP1 monomethylation and asymmetric dimethylation at three Arg residues. Knockdown of JMJD6 repressed SG formation and G3BP1 demethylation, but SG formation and G3BP1 demethylation were rescued with catalytically active but not mutant JMJD6. These results suggest that JMJD6 functions directly or indirectly as an arginine demethylase of G3BP1 that promotes SG formation.


Assuntos
Grânulos Citoplasmáticos/metabolismo , DNA Helicases/metabolismo , Histona Desmetilases com o Domínio Jumonji/metabolismo , Proteínas de Ligação a Poli-ADP-Ribose/metabolismo , RNA Helicases/metabolismo , Proteínas com Motivo de Reconhecimento de RNA/metabolismo , Arginina/metabolismo , Linhagem Celular , Desmetilação , Humanos , Mapas de Interação de Proteínas , Processamento de Proteína Pós-Traducional , Estresse Fisiológico
18.
Bioconjug Chem ; 29(11): 3522-3526, 2018 11 21.
Artigo em Inglês | MEDLINE | ID: mdl-30372039

RESUMO

Site-specific antibody conjugates with a well-defined structure and superb therapeutic index are of great interest for basic research, disease diagnostics, and therapy. Here, we develop a novel proximity-induced antibody conjugation strategy enabling site-specific covalent bond formation between functional moieties and native antibodies without antibody engineering or additional UV/chemical treatment. A high conjugation efficiency and specificity was achieved with IgGs from different species and subclasses. The utility of this approach was demonstrated by site-specific conjugation of the small-molecule fluorophore to a native antibody and in vitro characterization of its activities.


Assuntos
Corantes Fluorescentes/química , Imunoconjugados/química , Imunoglobulina G/química , Animais , Antineoplásicos Imunológicos/química , Eletroforese em Gel de Poliacrilamida , Ensaio de Imunoadsorção Enzimática , Humanos , Camundongos , Engenharia de Proteínas , Trastuzumab/química , Raios Ultravioleta
19.
Int J Mol Sci ; 19(5)2018 May 04.
Artigo em Inglês | MEDLINE | ID: mdl-29734651

RESUMO

Neuropathological aggregates of the intrinsically disordered microtubule-associated protein Tau are hallmarks of Alzheimer’s disease, with decades of research devoted to studying the protein’s aggregation properties both in vitro and in vivo. Recent demonstrations that Tau is capable of undergoing liquid-liquid phase separation (LLPS) reveal the possibility that protein-enriched phase separated compartments could serve as initiation sites for Tau aggregation, as shown for other amyloidogenic proteins, such as the Fused in Sarcoma protein (FUS) and TAR DNA-binding protein-43 (TDP-43). Although truncation, mutation, and hyperphosphorylation have been shown to enhance Tau LLPS and aggregation, the effect of hyperacetylation on Tau aggregation remains unclear. Here, we investigate how the acetylation of Tau affects its potential to undergo phase separation and aggregation. Our data show that the hyperacetylation of Tau by p300 histone acetyltransferase (HAT) disfavors LLPS, inhibits heparin-induced aggregation, and impedes access to LLPS-initiated microtubule assembly. We propose that Tau acetylation prevents the toxic effects of LLPS-dependent aggregation but, nevertheless, contributes to Tau loss-of-function pathology by inhibiting Tau LLPS-mediated microtubule assembly.


Assuntos
Doença de Alzheimer/metabolismo , Agregação Patológica de Proteínas/metabolismo , Fatores de Transcrição de p300-CBP/metabolismo , Proteínas tau/metabolismo , Acetilação , Doença de Alzheimer/genética , Doença de Alzheimer/patologia , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Heparina/química , Humanos , Proteínas Intrinsicamente Desordenadas/genética , Proteínas Intrinsicamente Desordenadas/metabolismo , Extração Líquido-Líquido , Microtúbulos/genética , Microtúbulos/metabolismo , Fosforilação , Agregação Patológica de Proteínas/genética , Fatores de Transcrição de p300-CBP/genética , Proteínas tau/química , Proteínas tau/genética
20.
Proteomics ; 17(22)2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28940701

RESUMO

Significance analysis of proteomic data generated by LC-MS/MS is challenging owing to great data variability originated from biological, operational, and instrumental variations. Protein quantification by LC-MS/MS either in absolute or relative scale is often highly skewed, which put limitations on model-based statistical inference. For this purpose, we have developed an alternative nonparametric statistical algorithm (named IQR algorithm) for significance analysis of temporal proteomic data and have successfully applied our strategy in finding gefitinib-targeted transcription factors and coregulators in Epidermal Growth Factor (EGF)-stimulated HeLa cells. Our strategy relies on a reference group composed of more than a dozen of datasets collected at different experimental times, thus, accurately captures biological variations measured in quartile scale. The algorithm considers six categories and calculates signal strength when performing significance analysis of proteins of different abundances. This stratified strategy allows confident identification of well-characterized EGF responders (e.g. EGR1, JUN, FOSB, BHLHE40, NR4A1, and NR4A2) and unexplored gefitinib induced transcription factors and coregulators in HeLa cells. Gene set enrichment analysis has validated ErbB signaling pathway as the major inhibitory target of gefitinib. The identification of several gefitinib-inducible transcription factors implicates alternative signaling pathways as potential druggable pathways in gefitinib-resistant or insensitive patients.


Assuntos
Algoritmos , Biologia Computacional/métodos , Redes Reguladoras de Genes , Proteoma/análise , Proteômica/métodos , Transdução de Sinais , Cromatografia Líquida , Fator de Crescimento Epidérmico/metabolismo , Perfilação da Expressão Gênica , Células HeLa , Humanos , Software , Espectrometria de Massas em Tandem , Fatores de Transcrição/metabolismo
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