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1.
Genes Dev ; 35(23-24): 1657-1677, 2021 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-34819350

RESUMEN

Senescence shapes embryonic development, plays a key role in aging, and is a critical barrier to cancer initiation, yet how senescence is regulated remains incompletely understood. TBX2 is an antisenescence T-box family transcription repressor implicated in embryonic development and cancer. However, the repertoire of TBX2 target genes, its cooperating partners, and how TBX2 promotes proliferation and senescence bypass are poorly understood. Here, using melanoma as a model, we show that TBX2 lies downstream from PI3K signaling and that TBX2 binds and is required for expression of E2F1, a key antisenescence cell cycle regulator. Remarkably, TBX2 binding in vivo is associated with CACGTG E-boxes, present in genes down-regulated by TBX2 depletion, more frequently than the consensus T-element DNA binding motif that is restricted to Tbx2 repressed genes. TBX2 is revealed to interact with a wide range of transcription factors and cofactors, including key components of the BCOR/PRC1.1 complex that are recruited by TBX2 to the E2F1 locus. Our results provide key insights into how PI3K signaling modulates TBX2 function in cancer to drive proliferation.


Asunto(s)
Melanoma , Proteínas de Dominio T Box , Expresión Génica , Humanos , Melanoma/genética , Melanoma/metabolismo , Fosfatidilinositol 3-Quinasas/genética , Proteínas de Dominio T Box/genética , Proteínas de Dominio T Box/metabolismo , Factores de Transcripción/metabolismo
2.
Mol Cell ; 77(1): 120-137.e9, 2020 01 02.
Artículo en Inglés | MEDLINE | ID: mdl-31733993

RESUMEN

Phenotypic and metabolic heterogeneity within tumors is a major barrier to effective cancer therapy. How metabolism is implicated in specific phenotypes and whether lineage-restricted mechanisms control key metabolic vulnerabilities remain poorly understood. In melanoma, downregulation of the lineage addiction oncogene microphthalmia-associated transcription factor (MITF) is a hallmark of the proliferative-to-invasive phenotype switch, although how MITF promotes proliferation and suppresses invasion is poorly defined. Here, we show that MITF is a lineage-restricted activator of the key lipogenic enzyme stearoyl-CoA desaturase (SCD) and that SCD is required for MITFHigh melanoma cell proliferation. By contrast MITFLow cells are insensitive to SCD inhibition. Significantly, the MITF-SCD axis suppresses metastasis, inflammatory signaling, and an ATF4-mediated feedback loop that maintains de-differentiation. Our results reveal that MITF is a lineage-specific regulator of metabolic reprogramming, whereby fatty acid composition is a driver of melanoma phenotype switching, and highlight that cell phenotype dictates the response to drugs targeting lipid metabolism.


Asunto(s)
Adaptación Fisiológica/fisiología , Ácidos Grasos/metabolismo , Melanoma/metabolismo , Factor de Transcripción Asociado a Microftalmía/metabolismo , Estearoil-CoA Desaturasa/metabolismo , Animales , Diferenciación Celular/fisiología , Línea Celular Tumoral , Proliferación Celular/fisiología , Regulación hacia Abajo/fisiología , Humanos , Ratones , Invasividad Neoplásica/patología , Fenotipo , Transducción de Señal/fisiología
3.
Genes Dev ; 33(5-6): 310-332, 2019 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-30804224

RESUMEN

Whether cell types exposed to a high level of environmental insults possess cell type-specific prosurvival mechanisms or enhanced DNA damage repair capacity is not well understood. BRN2 is a tissue-restricted POU domain transcription factor implicated in neural development and several cancers. In melanoma, BRN2 plays a key role in promoting invasion and regulating proliferation. Here we found, surprisingly, that rather than interacting with transcription cofactors, BRN2 is instead associated with DNA damage response proteins and directly binds PARP1 and Ku70/Ku80. Rapid PARP1-dependent BRN2 association with sites of DNA damage facilitates recruitment of Ku80 and reprograms DNA damage repair by promoting Ku-dependent nonhomologous end-joining (NHEJ) at the expense of homologous recombination. BRN2 also suppresses an apoptosis-associated gene expression program to protect against UVB-, chemotherapy- and vemurafenib-induced apoptosis. Remarkably, BRN2 expression also correlates with a high single-nucleotide variation prevalence in human melanomas. By promoting error-prone DNA damage repair via NHEJ and suppressing apoptosis of damaged cells, our results suggest that BRN2 contributes to the generation of melanomas with a high mutation burden. Our findings highlight a novel role for a key transcription factor in reprogramming DNA damage repair and suggest that BRN2 may impact the response to DNA-damaging agents in BRN2-expressing cancers.


Asunto(s)
Apoptosis , Reparación del ADN por Unión de Extremidades/genética , Proteínas de Homeodominio/metabolismo , Melanoma/genética , Melanoma/fisiopatología , Mutación/genética , Factores del Dominio POU/metabolismo , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica/genética , Proteínas de Homeodominio/genética , Humanos , Autoantígeno Ku/metabolismo , Factores del Dominio POU/genética , Poli(ADP-Ribosa) Polimerasa-1/metabolismo , Unión Proteica , Dominios Proteicos , Transporte de Proteínas
4.
Genes Dev ; 31(1): 18-33, 2017 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-28096186

RESUMEN

The intratumor microenvironment generates phenotypically distinct but interconvertible malignant cell subpopulations that fuel metastatic spread and therapeutic resistance. Whether different microenvironmental cues impose invasive or therapy-resistant phenotypes via a common mechanism is unknown. In melanoma, low expression of the lineage survival oncogene microphthalmia-associated transcription factor (MITF) correlates with invasion, senescence, and drug resistance. However, how MITF is suppressed in vivo and how MITF-low cells in tumors escape senescence are poorly understood. Here we show that microenvironmental cues, including inflammation-mediated resistance to adoptive T-cell immunotherapy, transcriptionally repress MITF via ATF4 in response to inhibition of translation initiation factor eIF2B. ATF4, a key transcription mediator of the integrated stress response, also activates AXL and suppresses senescence to impose the MITF-low/AXL-high drug-resistant phenotype observed in human tumors. However, unexpectedly, without translation reprogramming an ATF4-high/MITF-low state is insufficient to drive invasion. Importantly, translation reprogramming dramatically enhances tumorigenesis and is linked to a previously unexplained gene expression program associated with anti-PD-1 immunotherapy resistance. Since we show that inhibition of eIF2B also drives neural crest migration and yeast invasiveness, our results suggest that translation reprogramming, an evolutionarily conserved starvation response, has been hijacked by microenvironmental stress signals in melanoma to drive phenotypic plasticity and invasion and determine therapeutic outcome.


Asunto(s)
Plasticidad de la Célula/genética , Reprogramación Celular/genética , Resistencia a Antineoplásicos/genética , Regulación Neoplásica de la Expresión Génica/genética , Melanoma/genética , Factor de Transcripción Asociado a Microftalmía/genética , Biosíntesis de Proteínas/genética , Animales , Microambiente Celular , Evolución Molecular , Retroalimentación Fisiológica , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Glutamina/farmacología , Humanos , Inmunoterapia , Melanoma/tratamiento farmacológico , Melanoma/metabolismo , Invasividad Neoplásica/genética , Cresta Neural/citología , Fenotipo , Factores de Transcripción/metabolismo , Pez Cebra/embriología
5.
EMBO J ; 38(20): e101443, 2019 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-31424118

RESUMEN

Cyclins are central engines of cell cycle progression in conjunction with cyclin-dependent kinases (CDKs). Among the different cyclins controlling cell cycle progression, cyclin F does not partner with a CDK, but instead forms via its F-box domain an SCF (Skp1-Cul1-F-box)-type E3 ubiquitin ligase module. Although various substrates of cyclin F have been identified, the vulnerabilities of cells lacking cyclin F are not known. Thus, we assessed viability of cells lacking cyclin F upon challenging them with more than 180 different kinase inhibitors. The screen revealed a striking synthetic lethality between Chk1 inhibition and cyclin F loss. Chk1 inhibition in cells lacking cyclin F leads to DNA replication catastrophe. Replication catastrophe depends on accumulation of the transcription factor E2F1 in cyclin F-depleted cells. We find that SCF-cyclin F controls E2F1 ubiquitylation and degradation during the G2/M phase of the cell cycle and upon challenging cells with Chk1 inhibitors. Thus, Cyclin F restricts E2F1 activity during the cell cycle and upon checkpoint inhibition to prevent DNA replication stress. Our findings pave the way for patient selection in the clinical use of checkpoint inhibitors.


Asunto(s)
Quinasa 1 Reguladora del Ciclo Celular (Checkpoint 1)/antagonistas & inhibidores , Ciclinas/metabolismo , Factor de Transcripción E2F1/metabolismo , Inhibidores de Proteínas Quinasas/farmacología , Proteolisis , Proteínas Ligasas SKP Cullina F-box/metabolismo , Mutaciones Letales Sintéticas , Ciclo Celular/efectos de los fármacos , Quinasa 1 Reguladora del Ciclo Celular (Checkpoint 1)/genética , Ciclinas/genética , Replicación del ADN , Factor de Transcripción E2F1/genética , Células HeLa , Humanos , Fosforilación , Unión Proteica , Proteínas Ligasas SKP Cullina F-box/genética , Ubiquitinación
6.
PLoS Biol ; 18(6): e3000732, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32603375

RESUMEN

Coordination of gene expression with nutrient availability supports proliferation and homeostasis and is shaped by protein acetylation. Yet how physiological/pathological signals link acetylation to specific gene expression programs and whether such responses are cell-type-specific is unclear. AMP-activated protein kinase (AMPK) is a key energy sensor, activated by glucose limitation to resolve nutrient supply-demand imbalances, critical for diabetes and cancer. Unexpectedly, we show here that, in gastrointestinal cancer cells, glucose activates AMPK to selectively induce EP300, but not CREB-binding protein (CBP). Consequently, EP300 is redirected away from nuclear receptors that promote differentiation towards ß-catenin, a driver of proliferation and colorectal tumorigenesis. Importantly, blocking glycogen synthesis permits reactive oxygen species (ROS) accumulation and AMPK activation in response to glucose in previously nonresponsive cells. Notably, glycogen content and activity of the ROS/AMPK/EP300/ß-catenin axis are opposite in healthy versus tumor sections. Glycogen content reduction from healthy to tumor tissue may explain AMPK switching from tumor suppressor to activator during tumor evolution.


Asunto(s)
Proteínas Quinasas Activadas por AMP/metabolismo , Neoplasias Colorrectales/metabolismo , Proteína p300 Asociada a E1A/metabolismo , Glucosa/farmacología , Animales , Proteína de Unión a CREB/metabolismo , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Neoplasias Colorrectales/patología , Activación Enzimática/efectos de los fármacos , Glucógeno/metabolismo , Ratones Endogámicos C57BL , Unión Proteica/efectos de los fármacos , Especies Reactivas de Oxígeno/metabolismo , Transducción de Señal/efectos de los fármacos , beta Catenina/metabolismo
7.
Pharmacol Res ; 173: 105911, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34560251

RESUMEN

In melanomas, therapy resistance can arise due to a combination of genetic, epigenetic and phenotypic mechanisms. Due to its crucial role in DNA supercoil relaxation, TOP1 is often considered an essential chemotherapeutic target in cancer. However, how TOP1 expression and activity might differ in therapy sensitive versus resistant cell types is unknown. Here we show that TOP1 expression is increased in metastatic melanoma and correlates with an invasive gene expression signature. More specifically, TOP1 expression is highest in cells with the lowest expression of MITF, a key regulator of melanoma biology. Notably, TOP1 and DNA Single-Strand Break Repair genes are downregulated in BRAFi- and BRAFi/MEKi-resistant cells and TOP1 inhibition decreases invasion markers only in BRAFi/MEKi-resistant cells. Thus, we show three different phenotypes related to TOP1 levels: i) non-malignant cells with low TOP1 levels; ii) metastatic cells with high TOP1 levels and high invasiveness; and iii) BRAFi- and BRAFi/MEKi-resistant cells with low TOP1 levels and high invasiveness. Together, these results highlight the potential role of TOP1 in melanoma progression and resistance.


Asunto(s)
ADN-Topoisomerasas de Tipo I , Resistencia a Antineoplásicos , Melanoma , Neoplasias Cutáneas , Antineoplásicos/uso terapéutico , Línea Celular Tumoral , ADN-Topoisomerasas de Tipo I/genética , ADN-Topoisomerasas de Tipo I/metabolismo , Progresión de la Enfermedad , Femenino , Humanos , Estimación de Kaplan-Meier , Masculino , Melanoma/tratamiento farmacológico , Melanoma/genética , Melanoma/metabolismo , Melanoma/mortalidad , Persona de Mediana Edad , Quinasas de Proteína Quinasa Activadas por Mitógenos/antagonistas & inhibidores , Inhibidores de Proteínas Quinasas/uso terapéutico , Proteínas Proto-Oncogénicas B-raf/antagonistas & inhibidores , Neoplasias Cutáneas/tratamiento farmacológico , Neoplasias Cutáneas/genética , Neoplasias Cutáneas/metabolismo , Neoplasias Cutáneas/mortalidad
8.
Nucleic Acids Res ; 43(Database issue): D956-62, 2015 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-25392419

RESUMEN

AHTPDB (http://crdd.osdd.net/raghava/ahtpdb/) is a manually curated database of experimentally validated antihypertensive peptides. Information pertaining to peptides with antihypertensive activity was collected from research articles and from various peptide repositories. These peptides were derived from 35 major sources that include milk, egg, fish, pork, chicken, soybean, etc. In AHTPDB, most of the peptides belong to a family of angiotensin-I converting enzyme inhibiting peptides. The current release of AHTPDB contains 5978 peptide entries among which 1694 are unique peptides. Each entry provides detailed information about a peptide like sequence, inhibitory concentration (IC50), toxicity/bitterness value, source, length, molecular mass and information related to purification of peptides. In addition, the database provides structural information of these peptides that includes predicted tertiary and secondary structures. A user-friendly web interface with various tools has been developed to retrieve and analyse the data. It is anticipated that AHTPDB will be a useful and unique resource for the researchers working in the field of antihypertensive peptides.


Asunto(s)
Antihipertensivos/química , Bases de Datos de Compuestos Químicos , Péptidos/química , Péptidos/farmacología , Antihipertensivos/farmacología , Antihipertensivos/toxicidad , Internet , Péptidos/toxicidad , Programas Informáticos
9.
Nucleic Acids Res ; 40(Database issue): D486-9, 2012 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-22139939

RESUMEN

ccPDB (http://crdd.osdd.net/raghava/ccpdb/) is a database of data sets compiled from the literature and Protein Data Bank (PDB). First, we collected and compiled data sets from the literature used for developing bioinformatics methods to annotate the structure and function of proteins. Second, data sets were derived from the latest release of PDB using standard protocols. Third, we developed a powerful module for creating a wide range of customized data sets from the current release of PDB. This is a flexible module that allows users to create data sets using a simple six step procedure. In addition, a number of web services have been integrated in ccPDB, which include submission of jobs on PDB-based servers, annotation of protein structures and generation of patterns. This database maintains >30 types of data sets such as secondary structure, tight-turns, nucleotide interacting residues, metals interacting residues, DNA/RNA binding residues and so on.


Asunto(s)
Bases de Datos de Proteínas , Proteínas/química , Sitios de Unión , Internet , Anotación de Secuencia Molecular , Estructura Secundaria de Proteína , Proteínas/fisiología , Integración de Sistemas
10.
Nucleic Acids Res ; 40(Database issue): D388-93, 2012 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-22039152

RESUMEN

ProGlycProt (http://www.proglycprot.org/) is an open access, manually curated, comprehensive repository of bacterial and archaeal glycoproteins with at least one experimentally validated glycosite (glycosylated residue). To facilitate maximum information at one point, the database is arranged under two sections: (i) ProCGP-the main data section consisting of 95 entries with experimentally characterized glycosites and (ii) ProUGP-a supplementary data section containing 245 entries with experimentally identified glycosylation but uncharacterized glycosites. Every entry in the database is fully cross-referenced and enriched with available published information about source organism, coding gene, protein, glycosites, glycosylation type, attached glycan, associated oligosaccharyl/glycosyl transferases (OSTs/GTs), supporting references, and applicable additional information. Interestingly, ProGlycProt contains as many as 174 entries for which information is unavailable or the characterized glycosites are unannotated in Swiss-Prot release 2011_07. The website supports a dedicated structure gallery of homology models and crystal structures of characterized glycoproteins in addition to two new tools developed in view of emerging information about prokaryotic sequons (conserved sequences of amino acids around glycosites) that are never or rarely seen in eukaryotic glycoproteins. ProGlycProt provides an extensive compilation of experimentally identified glycosites (334) and glycoproteins (340) of prokaryotes that could serve as an information resource for research and technology applications in glycobiology.


Asunto(s)
Proteínas Arqueales/química , Proteínas Bacterianas/química , Bases de Datos de Proteínas , Glicoproteínas/química , Proteínas Arqueales/genética , Proteínas Arqueales/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Glicoproteínas/genética , Glicoproteínas/metabolismo , Glicosilación , Programas Informáticos , Interfaz Usuario-Computador
11.
bioRxiv ; 2024 Jan 24.
Artículo en Inglés | MEDLINE | ID: mdl-38328032

RESUMEN

Phenotypic diversity of cancer cells within tumors generated through bi-directional interactions with the tumor microenvironment has emerged as a major driver of disease progression and therapy resistance. Nutrient availability plays a critical role in determining phenotype, but whether specific nutrients elicit different responses on distinct phenotypes is poorly understood. Here we show, using melanoma as a model, that only MITF Low undifferentiated cells, but not MITF High cells, are competent to drive lipolysis in human adipocytes. In contrast to MITF High melanomas, adipocyte-derived free fatty acids are taken up by undifferentiated MITF Low cells via a fatty acid transporter (FATP)-independent mechanism. Importantly, oleic acid (OA), a monounsaturated long chain fatty acid abundant in adipose tissue and lymph, reprograms MITF Low undifferentiated melanoma cells to a highly invasive state by ligand-independent activation of AXL, a receptor tyrosine kinase associated with therapy resistance in a wide range of cancers. AXL activation by OA then drives SRC-dependent formation and nuclear translocation of a ß-catenin-CAV1 complex. The results highlight how a specific nutritional input drives phenotype-specific activation of a pro-metastasis program with implications for FATP-targeted therapies.

12.
J Am Coll Cardiol ; 82(4): 317-332, 2023 07 25.
Artículo en Inglés | MEDLINE | ID: mdl-37468187

RESUMEN

BACKGROUND: Visceral obesity is directly linked to increased cardiovascular risk, including heart failure. OBJECTIVES: This study explored the ability of human epicardial adipose tissue (EAT)-derived microRNAs (miRNAs) to regulate the myocardial redox state and clinical outcomes. METHODS: This study screened for miRNAs expressed and released from human EAT and tested for correlations with the redox state in the adjacent myocardium in paired EAT/atrial biopsy specimens from patients undergoing cardiac surgery. Three miRNAs were then tested for causality in an in vitro model of cardiomyocytes. At a clinical level, causality/directionality were tested using genome-wide association screening, and the underlying mechanisms were explored using human biopsy specimens, as well as overexpression of the candidate miRNAs and their targets in vitro and in vivo using a transgenic mouse model. The final prognostic value of the discovered targets was tested in patients undergoing cardiac surgery, followed up for a median of 8 years. RESULTS: EAT miR-92a-3p was related to lower oxidative stress in human myocardium, a finding confirmed by using genetic regulators of miR-92a-3p in the human heart and EAT. miR-92a-3p reduced nicotinamide adenine dinucleotide phosphate (NADPH)-oxidase-derived superoxide (O2.-) by targeting myocardial expression of WNT5A, which regulated Rac1-dependent activation of NADPH oxidases. Finally, high miR-92a-3p levels in EAT were independently related with lower risk of adverse cardiovascular events. CONCLUSIONS: EAT-derived miRNAs exert paracrine effects on the human heart. Indeed miR-92a-3p suppresses the wingless-type MMTV integration site family, member 5a/Rac1/NADPH oxidase axis and improves the myocardial redox state. EAT-derived miR-92a-3p is related to improved clinical outcomes and is a rational therapeutic target for the prevention and treatment of obesity-related heart disease.


Asunto(s)
Estudio de Asociación del Genoma Completo , MicroARNs , Humanos , Ratones , Animales , MicroARNs/genética , MicroARNs/metabolismo , Miocardio/metabolismo , Oxidación-Reducción , Ratones Transgénicos , Tejido Adiposo/metabolismo
13.
Pigment Cell Melanoma Res ; 35(5): 517-533, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-35771179

RESUMEN

Bidirectional interactions between plastic tumor cells and the microenvironment critically impact tumor evolution and metastatic dissemination by enabling cancer cells to adapt to microenvironmental stresses by switching phenotype. In melanoma, a key determinant of phenotypic identity is the microphthalmia-associated transcription factor MITF that promotes proliferation, suppresses senescence, and anticorrelates with immune infiltration and therapy resistance. What determines whether MITF can activate or repress genes associated with specific phenotypes, or how signaling regulating MITF might impact immune infiltration is poorly understood. Here, we find that MITF binding to genes associated with high MITF is via classical E/M-box motifs, but genes downregulated when MITF is high contain FOS/JUN/AP1/ATF3 sites. Significantly, the repertoire of MITF-interacting factors identified here includes JUN and ATF3 as well as many previously unidentified interactors. As high AP1 activity is a hallmark of MITFLow , invasive, slow-cycling, therapy resistant cells, the ability of MITF to repress AP1-regulated genes provides an insight into how MITF establishes and maintains a pro-proliferative phenotype. Moreover, although ß-catenin has been linked to immune exclusion, many Hallmark ß-catenin signaling genes are associated with immune infiltration. Instead, low MITF together with Notch signaling is linked to immune infiltration in both mouse and human melanoma tumors.


Asunto(s)
Melanoma , Factor de Transcripción Asociado a Microftalmía , Animales , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica , Humanos , Melanoma/patología , Ratones , Factor de Transcripción Asociado a Microftalmía/genética , Factor de Transcripción Asociado a Microftalmía/metabolismo , Transducción de Señal , Microambiente Tumoral , beta Catenina/metabolismo
14.
J Invest Dermatol ; 141(9): 2250-2260.e2, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-33744299

RESUMEN

In melanoma, a phenotype switch from proliferation to invasion underpins metastasis, the major cause of melanoma-associated death. The transition from radial to vertical growth phase (invasive) melanoma is characterized by downregulation of both E-cadherin (CDH1) and MITF and upregulation of the key cancer-associated gene TBX3 and the phosphatidylinositol 3 kinase signaling pathway. Yet, whether and how these diverse events are linked remains poorly understood. Here, we show that TBX3 directly promotes expression of ID1, a dominant-negative regulator of basic helix-loop-helix transcription factors, and that ID1 decreases MITF binding and upregulation of CDH1. Significantly, we show that TBX3 activation of ID1 is necessary for TBX3 to enhance melanoma cell migration, and the mechanistic links between TBX3, ID1, MITF, and invasion revealed here are reflected in their expression in human melanomas. Our results reveal that melanoma migration is promoted through a TBX3-ID1-MITF-E-cadherin axis and that ID1-mediated repression of MITF activity may reinforce maintenance of an MITFLow phenotype associated with disease progression and therapy resistance.


Asunto(s)
Cadherinas/metabolismo , Proteína 1 Inhibidora de la Diferenciación/metabolismo , Melanoma/metabolismo , Factor de Transcripción Asociado a Microftalmía/metabolismo , Neoplasias Cutáneas/metabolismo , Proteínas de Dominio T Box/metabolismo , Carcinogénesis , Línea Celular Tumoral , Movimiento Celular , Regulación Neoplásica de la Expresión Génica , Humanos , Proteína 1 Inhibidora de la Diferenciación/genética , Melanoma/patología , Transducción de Señal , Neoplasias Cutáneas/patología , Proteínas de Dominio T Box/genética , Activación Transcripcional
15.
Clin Cancer Res ; 27(9): 2459-2469, 2021 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-33597271

RESUMEN

PURPOSE: Tumor hypoxia fuels an aggressive tumor phenotype and confers resistance to anticancer treatments. We conducted a clinical trial to determine whether the antimalarial drug atovaquone, a known mitochondrial inhibitor, reduces hypoxia in non-small cell lung cancer (NSCLC). PATIENTS AND METHODS: Patients with NSCLC scheduled for surgery were recruited sequentially into two cohorts: cohort 1 received oral atovaquone at the standard clinical dose of 750 mg twice daily, while cohort 2 did not. Primary imaging endpoint was change in tumor hypoxic volume (HV) measured by hypoxia PET-CT. Intercohort comparison of hypoxia gene expression signatures using RNA sequencing from resected tumors was performed. RESULTS: Thirty patients were evaluable for hypoxia PET-CT analysis, 15 per cohort. Median treatment duration was 12 days. Eleven (73.3%) atovaquone-treated patients had meaningful HV reduction, with median change -28% [95% confidence interval (CI), -58.2 to -4.4]. In contrast, median change in untreated patients was +15.5% (95% CI, -6.5 to 35.5). Linear regression estimated the expected mean HV was 55% (95% CI, 24%-74%) lower in cohort 1 compared with cohort 2 (P = 0.004), adjusting for cohort, tumor volume, and baseline HV. A key pharmacodynamics endpoint was reduction in hypoxia-regulated genes, which were significantly downregulated in atovaquone-treated tumors. Data from multiple additional measures of tumor hypoxia and perfusion are presented. No atovaquone-related adverse events were reported. CONCLUSIONS: This is the first clinical evidence that targeting tumor mitochondrial metabolism can reduce hypoxia and produce relevant antitumor effects at the mRNA level. Repurposing atovaquone for this purpose may improve treatment outcomes for NSCLC.


Asunto(s)
Atovacuona/farmacología , Regulación Neoplásica de la Expresión Génica , Mitocondrias/efectos de los fármacos , Mitocondrias/metabolismo , Fosforilación Oxidativa/efectos de los fármacos , Hipoxia Tumoral/efectos de los fármacos , Hipoxia Tumoral/genética , Atovacuona/uso terapéutico , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Carcinoma de Pulmón de Células no Pequeñas/genética , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Metabolismo Energético , Transición Epitelial-Mesenquimal/efectos de los fármacos , Transición Epitelial-Mesenquimal/genética , Femenino , Perfilación de la Expresión Génica , Humanos , Inmunohistoquímica , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Masculino , Imagen Molecular , Tomografía Computarizada por Tomografía de Emisión de Positrones , Factor de Transcripción STAT3/metabolismo
16.
BMC Bioinformatics ; 11: 301, 2010 Jun 03.
Artículo en Inglés | MEDLINE | ID: mdl-20525281

RESUMEN

BACKGROUND: Guanosine triphosphate (GTP)-binding proteins play an important role in regulation of G-protein. Thus prediction of GTP interacting residues in a protein is one of the major challenges in the field of the computational biology. In this study, an attempt has been made to develop a computational method for predicting GTP interacting residues in a protein with high accuracy (Acc), precision (Prec) and recall (Rc). RESULT: All the models developed in this study have been trained and tested on a non-redundant (40% similarity) dataset using five-fold cross-validation. Firstly, we have developed neural network based models using single sequence and PSSM profile and achieved maximum Matthews Correlation Coefficient (MCC) 0.24 (Acc 61.30%) and 0.39 (Acc 68.88%) respectively. Secondly, we have developed a support vector machine (SVM) based models using single sequence and PSSM profile and achieved maximum MCC 0.37 (Prec 0.73, Rc 0.57, Acc 67.98%) and 0.55 (Prec 0.80, Rc 0.73, Acc 77.17%) respectively. In this work, we have introduced a new concept of predicting GTP interacting dipeptide (two consecutive GTP interacting residues) and tripeptide (three consecutive GTP interacting residues) for the first time. We have developed SVM based model for predicting GTP interacting dipeptides using PSSM profile and achieved MCC 0.64 with precision 0.87, recall 0.74 and accuracy 81.37%. Similarly, SVM based model have been developed for predicting GTP interacting tripeptides using PSSM profile and achieved MCC 0.70 with precision 0.93, recall 0.73 and accuracy 83.98%. CONCLUSION: These results show that PSSM based method performs better than single sequence based method. The prediction models based on dipeptides or tripeptides are more accurate than the traditional model based on single residue. A web server "GTPBinder" http://www.imtech.res.in/raghava/gtpbinder/ based on above models has been developed for predicting GTP interacting residues in a protein.


Asunto(s)
Evolución Molecular , Guanosina Trifosfato/química , Oligopéptidos/química , Proteínas/química , Sitios de Unión , Bases de Datos de Proteínas , Dipéptidos/química , Dipéptidos/metabolismo , Guanosina Trifosfato/metabolismo , Oligopéptidos/metabolismo , Proteínas/metabolismo , Análisis de Secuencia de Proteína
17.
Pigment Cell Melanoma Res ; 33(1): 112-118, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31595650

RESUMEN

Defining markers of different phenotypic states in melanoma is important for understanding disease progression, determining the response to therapy, and defining the molecular mechanisms underpinning phenotype-switching driven by the changing intratumor microenvironment. The ABCB5 transporter is implicated in drug-resistance and has been identified as a marker of melanoma-initiating cells. Indeed ongoing studies are using ABCB5 to define stem cell populations. However, we show here that the ABCB5 is a direct target for the microphthalmia-associated transcription factor MITF and its expression can be induced by ß-catenin, a key activator and co-factor for MITF. Consequently, ABCB5 mRNA expression is primarily associated with melanoma cells exhibiting differentiation markers. The results suggest first that ABCB5 is unlikely to represent a marker of de-differentiated melanoma stem cells, and second that ABCB5 may contribute to the non-genetic drug-resistance associated with highly differentiated melanoma cells. To reconcile the apparently conflicting observations in the field, we propose a model in which ABCB5 may mark a slow-cycling differentiated population of melanoma cells.


Asunto(s)
Subfamilia B de Transportador de Casetes de Unión a ATP/metabolismo , Diferenciación Celular , Melanoma/metabolismo , Melanoma/patología , Factor de Transcripción Asociado a Microftalmía/metabolismo , Neoplasias Cutáneas/metabolismo , Neoplasias Cutáneas/patología , beta Catenina/metabolismo , Subfamilia B de Transportador de Casetes de Unión a ATP/genética , Secuencia de Bases , Regulación Neoplásica de la Expresión Génica , Humanos , Melanoma/genética , Fenotipo , Neoplasias Cutáneas/genética
18.
BMC Bioinformatics ; 10: 434, 2009 Dec 19.
Artículo en Inglés | MEDLINE | ID: mdl-20021687

RESUMEN

BACKGROUND: One of the major challenges in post-genomic era is to provide functional annotations for large number of proteins arising from genome sequencing projects. The function of many proteins depends on their interaction with small molecules or ligands. ATP is one such important ligand that plays critical role as a coenzyme in the functionality of many proteins. There is a need to develop method for identifying ATP interacting residues in a ATP binding proteins (ABPs), in order to understand mechanism of protein-ligands interaction. RESULTS: We have compared the amino acid composition of ATP interacting and non-interacting regions of proteins and observed that certain residues are preferred for interaction with ATP. This study describes few models that have been developed for identifying ATP interacting residues in a protein. All these models were trained and tested on 168 non-redundant ABPs chains. First we have developed a Support Vector Machine (SVM) based model using primary sequence of proteins and obtained maximum MCC 0.33 with accuracy of 66.25%. Secondly, another SVM based model was developed using position specific scoring matrix (PSSM) generated by PSI-BLAST. The performance of this model was improved significantly (MCC 0.5) from the previous one, where only the primary sequence of the proteins were used. CONCLUSION: This study demonstrates that it is possible to predict 'ATP interacting residues' in a protein with moderate accuracy using its sequence. The evolutionary information is important for the identification of 'ATP interacting residues', as it provides more information compared to the primary sequence. This method will be useful for researchers studying ATP-binding proteins. Based on this study, a web server has been developed for predicting 'ATP interacting residues' in a protein http://www.imtech.res.in/raghava/atpint/.


Asunto(s)
Adenosina Trifosfato/metabolismo , Biología Computacional/métodos , Proteínas/química , Análisis de Secuencia de Proteína , Adenosina Trifosfato/química , Secuencia de Aminoácidos , Sitios de Unión , Bases de Datos de Proteínas , Proteínas/metabolismo , Alineación de Secuencia
19.
Pigment Cell Melanoma Res ; 32(6): 792-808, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31207090

RESUMEN

In response to the dynamic intra-tumor microenvironment, melanoma cells adopt distinct phenotypic states associated with differential expression of the microphthalmia-associated transcription factor (MITF). The response to hypoxia is driven by hypoxia-inducible transcription factors (HIFs) that reprogram metabolism and promote angiogenesis. HIF1α indirectly represses MITF that can activate HIF1α expression. Although HIF and MITF share a highly related DNA-binding specificity, it is unclear whether they co-regulate subset of target genes. Moreover, the genomewide impact of hypoxia on melanoma and whether melanoma cell lines representing different phenotypic states exhibit distinct hypoxic responses is unknown. Here we show that three different melanoma cell lines exhibit widely different hypoxia responses with only a core 23 genes regulated in common after 12 hr in hypoxia. Surprisingly, under hypoxia MITF is transiently up-regulated by HIF1α and co-regulates a subset of HIF targets including VEGFA. Significantly, we also show that MITF represses itself and also regulates SDHB to control the TCA cycle and suppress pseudo-hypoxia. Our results reveal a previously unsuspected role for MITF in metabolism and the network of factors underpinning the hypoxic response in melanoma.


Asunto(s)
Ciclo del Ácido Cítrico , Melanoma/patología , Factor de Transcripción Asociado a Microftalmía/metabolismo , Hipoxia Tumoral , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica , Genoma Humano , Humanos , Subunidad alfa del Factor 1 Inducible por Hipoxia/metabolismo , Melanoma/genética , Invasividad Neoplásica , Succinato Deshidrogenasa/metabolismo , Hipoxia Tumoral/genética , Regulación hacia Arriba/genética
20.
Nat Commun ; 9(1): 424, 2018 01 30.
Artículo en Inglés | MEDLINE | ID: mdl-29382819

RESUMEN

Transition from pluripotency to differentiation is a pivotal yet poorly understood developmental step. Here, we show that the tumour suppressor RASSF1A is a key player driving the early specification of cell fate. RASSF1A acts as a natural barrier to stem cell self-renewal and iPS cell generation, by switching YAP from an integral component in the ß-catenin-TCF pluripotency network to a key factor that promotes differentiation. We demonstrate that epigenetic regulation of the Rassf1A promoter maintains stemness by allowing a quaternary association of YAP-TEAD and ß-catenin-TCF3 complexes on the Oct4 distal enhancer. However, during differentiation, promoter demethylation allows GATA1-mediated RASSF1A expression which prevents YAP from contributing to the TEAD/ß-catenin-TCF3 complex. Simultaneously, we find that RASSF1A promotes a YAP-p73 transcriptional programme that enables differentiation. Together, our findings demonstrate that RASSF1A mediates transcription factor selection of YAP in stem cells, thereby acting as a functional "switch" between pluripotency and initiation of differentiation.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/metabolismo , Células Madre Embrionarias/citología , Fosfoproteínas/metabolismo , Proteínas Serina-Treonina Quinasas/metabolismo , Proteína Tumoral p73/metabolismo , Proteínas Supresoras de Tumor/metabolismo , Proteínas Adaptadoras Transductoras de Señales/genética , Animales , Factores de Transcripción con Motivo Hélice-Asa-Hélice Básico/metabolismo , Proteínas de Ciclo Celular , Diferenciación Celular , Proteínas de Unión al ADN/metabolismo , Células Madre Embrionarias/fisiología , Femenino , Regulación del Desarrollo de la Expresión Génica , Vía de Señalización Hippo , Humanos , Masculino , Ratones Endogámicos C57BL , Ratones Endogámicos CBA , Factor 3 de Transcripción de Unión a Octámeros/genética , Factor 3 de Transcripción de Unión a Octámeros/metabolismo , Fosfoproteínas/genética , Proteínas Serina-Treonina Quinasas/genética , Transducción de Señal , Factores de Transcripción de Dominio TEA , Factores de Transcripción/metabolismo , Proteína Tumoral p73/genética , Proteínas Supresoras de Tumor/genética , Proteínas Wnt/metabolismo , Proteínas Señalizadoras YAP , beta Catenina/metabolismo
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