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1.
Drug Discov Today ; 24(2): 544-550, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30439449

RESUMO

Essential genes encode proteins thought to be crucial for the survival of an organism. However, the role of essential genes in human disease and their suitability as drug targets is less clear. Here, we use a recent catalog of nearly 9000 known essential and nonessential genes to evaluate their involvement as therapeutic targets in human diseases. We find that essential genes are more likely than nonessential genes to play a part in specific therapeutic areas such as cardiovascular diseases and neoplasms. We also find significant differences between essential and nonessential genes among protein classes relevant to drug discovery. Taken together, our analyses suggest that the essentiality status of a potential new target is an important consideration in drug discovery.


Assuntos
Descoberta de Drogas , Genes Essenciais , Predisposição Genética para Doença , Animais , Bases de Dados Factuais , Genômica , Humanos
2.
Sci Rep ; 8(1): 17257, 2018 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-30467325

RESUMO

Non-alcoholic fatty liver disease (NAFLD) is a leading form of chronic liver disease with large unmet need. Non-alcoholic steatohepatitis (NASH), a progressive variant of NAFLD, can lead to fibrosis, cirrhosis, and hepatocellular carcinoma. To identify potential new therapeutics for NASH, we used a computational approach based on Connectivity Map (CMAP) analysis, which pointed us to bromodomain and extra-terminal motif (BET) inhibitors for treating NASH. To experimentally validate this hypothesis, we tested a small-molecule inhibitor of the BET family of proteins, GSK1210151A (I-BET151), in the STAM mouse NASH model at two different dosing timepoints (onset of NASH and progression to fibrosis). I-BET151 decreased the non-alcoholic fatty liver disease activity score (NAS), a clinical endpoint for assessing the severity of NASH, as well as progression of liver fibrosis and interferon-γ expression. Transcriptional characterization of these mice through RNA-sequencing was consistent with predictions from the CMAP analysis of a human NASH signature and pointed to alterations in molecular mechanisms related to interferon signaling and cholesterol biosynthesis, as well as reversal of gene expression patterns linked to fibrotic markers. Altogether, these results suggest that inhibition of BET proteins may present a novel therapeutic opportunity in the treatment of NASH and liver fibrosis.


Assuntos
Biologia Computacional/métodos , Redes Reguladoras de Genes/efeitos dos fármacos , Compostos Heterocíclicos de 4 ou mais Anéis/administração & dosagem , Cirrose Hepática/tratamento farmacológico , Hepatopatia Gordurosa não Alcoólica/tratamento farmacológico , Animais , Colesterol/biossíntese , Modelos Animais de Doenças , Progressão da Doença , Perfilação da Expressão Gênica , Regulação da Expressão Gênica/efeitos dos fármacos , Compostos Heterocíclicos de 4 ou mais Anéis/farmacologia , Humanos , Interferon gama/metabolismo , Cirrose Hepática/genética , Cirrose Hepática/imunologia , Camundongos , Hepatopatia Gordurosa não Alcoólica/genética , Hepatopatia Gordurosa não Alcoólica/imunologia , Análise de Sequência de RNA , Índice de Gravidade de Doença
3.
Hum Mol Genet ; 27(15): 2762-2772, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29771307

RESUMO

Rosacea is a common, chronic skin disease of variable severity with limited treatment options. The cause of rosacea is unknown, but it is believed to be due to a combination of hereditary and environmental factors. Little is known about the genetics of the disease. We performed a genome-wide association study (GWAS) of rosacea symptom severity with data from 73 265 research participants of European ancestry from the 23andMe customer base. Seven loci had variants associated with rosacea at the genome-wide significance level (P < 5 × 10-8). Further analyses highlighted likely gene regions or effector genes including IRF4 (P = 1.5 × 10-17), a human leukocyte antigen (HLA) region flanked by PSMB9 and HLA-DMB (P = 2.2 × 10-15), HERC2-OCA2 (P = 4.2 × 10-12), SLC45A2 (P = 1.7 × 10-10), IL13 (P = 2.8 × 10-9), a region flanked by NRXN3 and DIO2 (P = 4.1 × 10-9), and a region flanked by OVOL1and SNX32 (P = 1.2 × 10-8). All associations with rosacea were novel except for the HLA locus. Two of these loci (HERC-OCA2 and SLC45A2) and another precedented variant (rs1805007 in melanocortin 1 receptor) with an association P value just below the significance threshold (P = 1.3 × 10-7) have been previously associated with skin phenotypes and pigmentation, two of these loci are linked to immuno-inflammation phenotypes (IL13 and PSMB9-HLA-DMA) and one has been associated with both categories (IRF4). Genes within three loci (PSMB9-HLA-DMA, HERC-OCA2 and NRX3-DIO2) were differentially expressed in a previously published clinical rosacea transcriptomics study that compared lesional to non-lesional samples. The identified loci provide specificity of inflammatory mechanisms in rosacea, and identify potential pathways for therapeutic intervention.


Assuntos
Rosácea/etiologia , Pigmentação da Pele/genética , Adulto , Cisteína Endopeptidases/genética , Feminino , Regulação da Expressão Gênica , Estudo de Associação Genômica Ampla , Fatores de Troca do Nucleotídeo Guanina/genética , Antígenos HLA-D/genética , Humanos , Fatores Reguladores de Interferon/genética , Interleucina-13/genética , Desequilíbrio de Ligação , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Rosácea/genética , Nexinas de Classificação/genética , Ubiquitina-Proteína Ligases
4.
Nat Commun ; 8: 16015, 2017 07 12.
Artigo em Inglês | MEDLINE | ID: mdl-29313844

RESUMO

Hand grip strength is a widely used proxy of muscular fitness, a marker of frailty, and predictor of a range of morbidities and all-cause mortality. To investigate the genetic determinants of variation in grip strength, we perform a large-scale genetic discovery analysis in a combined sample of 195,180 individuals and identify 16 loci associated with grip strength (P<5 × 10-8) in combined analyses. A number of these loci contain genes implicated in structure and function of skeletal muscle fibres (ACTG1), neuronal maintenance and signal transduction (PEX14, TGFA, SYT1), or monogenic syndromes with involvement of psychomotor impairment (PEX14, LRPPRC and KANSL1). Mendelian randomization analyses are consistent with a causal effect of higher genetically predicted grip strength on lower fracture risk. In conclusion, our findings provide new biological insight into the mechanistic underpinnings of grip strength and the causal role of muscular strength in age-related morbidities and mortality.


Assuntos
Genética Populacional , Estudo de Associação Genômica Ampla , Força da Mão , Mãos/fisiologia , Actinas/genética , Adulto , Idoso , Estudos de Coortes , Feminino , Loci Gênicos , Humanos , Masculino , Proteínas de Membrana/genética , Pessoa de Meia-Idade , Proteínas de Neoplasias/genética , Proteínas Nucleares/genética , Polimorfismo de Nucleotídeo Único , Proteínas Repressoras/genética , Fator de Crescimento Transformador alfa/genética , Reino Unido , População Branca/genética
5.
Diabetologia ; 59(11): 2393-2405, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27535281

RESUMO

AIMS/HYPOTHESIS: Insulin resistance (IR) links obesity to type 2 diabetes. The aim of this study was to explore whether white adipose tissue (WAT) epigenetic dysregulation is associated with systemic IR by genome-wide CG dinucleotide (CpG) methylation and gene expression profiling in WAT from insulin-resistant and insulin-sensitive women. A secondary aim was to determine whether the DNA methylation signature in peripheral blood mononuclear cells (PBMCs) reflects WAT methylation and, if so, can be used as a marker for systemic IR. METHODS: From 220 obese women, we selected a total of 80 individuals from either of the extreme ends of the distribution curve of HOMA-IR, an indirect measure of systemic insulin sensitivity. Genome-wide transcriptome and DNA CpG methylation profiling by array was performed on subcutaneous (SAT) and visceral (omental) adipose tissue (VAT). CpG methylation in PBMCs was assayed in the same cohort. RESULTS: There were 647 differentially expressed genes (false discovery rate [FDR] 10%) in SAT, all of which displayed directionally consistent associations in VAT. This suggests that IR is associated with dysregulated expression of a common set of genes in SAT and VAT. The average degree of DNA methylation did not differ between the insulin-resistant and insulin-sensitive group in any of the analysed tissues/cells. There were 223 IR-associated genes in SAT containing a total of 336 nominally significant differentially methylated sites (DMS). The 223 IR-associated genes were over-represented in pathways related to integrin cell surface interactions and insulin signalling and included COL5A1, GAB1, IRS2, PFKFB3 and PTPRJ. In VAT there were a total of 51 differentially expressed genes (FDR 10%); 18 IR-associated genes contained a total of 29 DMS. CONCLUSIONS/INTERPRETATION: In individuals discordant for insulin sensitivity, the average DNA CpG methylation in SAT and VAT is similar, although specific genes, particularly in SAT, display significantly altered expression and DMS in IR, possibly indicating that epigenetic regulation of these genes influences metabolism.


Assuntos
Metilação de DNA/genética , Epigênese Genética/genética , Resistência à Insulina/fisiologia , Obesidade/genética , Proteínas Adaptadoras de Transdução de Sinal/genética , Tecido Adiposo Branco/metabolismo , Adulto , Colágeno Tipo V/genética , Feminino , Humanos , Proteínas Substratos do Receptor de Insulina/genética , Resistência à Insulina/genética , Gordura Intra-Abdominal/metabolismo , Leucócitos Mononucleares/metabolismo , Fosfofrutoquinase-2/genética , Proteínas Tirosina Fosfatases Classe 3 Semelhantes a Receptores/genética , Transdução de Sinais/genética , Transdução de Sinais/fisiologia
6.
J Invest Dermatol ; 136(10): 1961-1969, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27342734

RESUMO

Determining inflammation and itch pathway activation in patients with atopic dermatitis (AD) is fraught with the inability to precisely assess the age of skin lesions, thus affecting the analysis of time-dependent mediators. To characterize inflammatory events occurring during early experimental acute AD lesions, biopsy samples were collected 6, 24, and 48 hours after epicutaneous application of Dermatophagoides farinae house dust mites to sensitized atopic dogs. The skin transcriptome was assessed using a dog-specific microarray and quantitative PCR. Acute canine AD skin lesions had a significant up-regulation of genes encoding T helper (Th) 2 (e.g., IL4, IL5, IL13, IL31, and IL33), Th9 (IL9), and Th22 (IL22) cytokines as well as Th2-promoting chemokines such as CCL5 and CCL17. Proinflammatory (e.g., IL6, LTB, and IL18) cytokines were also up-regulated. Other known pruritogenic pathways were also activated: there was significant up-regulation of genes encoding proteases cathepsin S (CTSS), mast cell chymase (CMA1), tryptase (TPS1) and mastin, neuromedin-B (NMB), nerve growth factor (NGF), and leukotriene-synthesis enzymes (ALOX5, ALOX5AP, and LTA4H). Experimental acute canine house dust mite-induced AD lesions exhibit an activation of innate and adaptive immune responses and pruritogenic pathways similar to those seen in humans with acute AD, thereby validating this model to test innovative therapeutics modalities for this disease.


Assuntos
Dermatite Atópica/imunologia , Dermatophagoides farinae/imunologia , Interleucinas/imunologia , Pele/imunologia , Células Th2/imunologia , Imunidade Adaptativa/imunologia , Animais , Citocinas/genética , Citocinas/imunologia , Modelos Animais de Doenças , Cães , Feminino , Imunidade Inata/imunologia , Inflamação/imunologia , Interleucina-9/genética , Interleucina-9/imunologia , Interleucinas/genética , Masculino , Prurido/imunologia , Pele/patologia , Especificidade da Espécie , Fatores de Tempo , Regulação para Cima/genética , Interleucina 22
7.
PLoS One ; 10(8): e0134927, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26287487

RESUMO

Nicotinamide adenine dinucleotide (NAD+) is a key cofactor required for essential metabolic oxidation-reduction reactions. It also regulates various cellular activities, including gene expression, signaling, DNA repair and calcium homeostasis. Intracellular NAD+ levels are tightly regulated and often respond rapidly to nutritional and environmental changes. Numerous studies indicate that elevating NAD+ may be therapeutically beneficial in the context of numerous diseases. However, the role of NAD+ on skeletal muscle exercise performance is poorly understood. CD38, a multi-functional membrane receptor and enzyme, consumes NAD+ to generate products such as cyclic-ADP-ribose. CD38 knockout mice show elevated tissue and blood NAD+ level. Chronic feeding of high-fat, high-sucrose diet to wild type mice leads to exercise intolerance and reduced metabolic flexibility. Loss of CD38 by genetic mutation protects mice from diet-induced metabolic deficit. These animal model results suggest that elevation of tissue NAD+ through genetic ablation of CD38 can profoundly alter energy homeostasis in animals that are maintained on a calorically-excessive Western diet.


Assuntos
ADP-Ribosil Ciclase 1/genética , ADP-Ribosil Ciclase 1/metabolismo , Dieta Ocidental/efeitos adversos , Doenças Metabólicas/genética , Doenças Metabólicas/metabolismo , Condicionamento Físico Animal/fisiologia , ADP-Ribosil Ciclase/metabolismo , Animais , ADP-Ribose Cíclica/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Músculo Esquelético/metabolismo , NAD/metabolismo , Oxirredução
8.
PLoS One ; 10(3): e0122273, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25798945

RESUMO

In addition to classic functions of facilitating hepatobiliary secretion and intestinal absorption of lipophilic nutrients, bile acids (BA) are also endocrine factors and regulate glucose and lipid metabolism. Recent data indicate that antiobesity bariatric procedures e.g. Roux-en-Y gastric bypass surgery (RYGB), which also remit diabetes, increase plasma BAs in humans, leading to the hypothesis that BAs may play a role in diabetes resolution following surgery. To investigate the effect of RYGB on BA physiology and its relationship with glucose homeostasis, we undertook RYGB and SHAM surgery in Zucker diabetic fatty (ZDF) and normoglycemic Sprague Dawley (SD) rats and measured plasma and fecal BA levels, as well as plasma glucose, insulin, Glucagon like peptide 1 (GLP-1) and Peptide YY (PYY), 2 days before and 3, 7, 14 and 28 days after surgery. RYGB decreased body weight and increased plasma GLP-1 in both SD and ZDF rats while decreasing plasma insulin and glucose in ZDF rats starting from the first week. Compared to SHAM groups, both SD-RYGB and ZDF-RYGB groups started to have increases in plasma total BAs in the second week, which might not contribute to early post-surgery metabolic changes. While there was no significant difference in fecal BA excretion between SD-RYGB and SD-SHAM groups, the ZDF-RYGB group had a transient 4.2-fold increase (P<0.001) in 24-hour fecal BA excretion on post-operative day 3 compared to ZDF-SHAM, which paralleled a significant increase in plasma PYY. Ratios of plasma and fecal cholic acid/chenodeoxycholic acid derived BAs were decreased in RYGB groups. In addition, tissue mRNA expression analysis suggested early intestinal BA reabsorption and potentially reduced hepatic cholic acid production in RYGB groups. In summary, we present novel data on RYGB-mediated changes in BA metabolism to further understand the role of BAs in RYGB-induced metabolic effects in humans.


Assuntos
Ácidos e Sais Biliares/metabolismo , Diabetes Mellitus Experimental/metabolismo , Diabetes Mellitus Experimental/cirurgia , Derivação Gástrica , Animais , Glicemia , Peso Corporal , Diabetes Mellitus Experimental/genética , Modelos Animais de Doenças , Derivação Gástrica/métodos , Polipeptídeo Inibidor Gástrico/sangue , Perfilação da Expressão Gênica , Peptídeo 1 Semelhante ao Glucagon/sangue , Insulina/sangue , Especificidade de Órgãos/genética , Peptídeo YY/sangue , Ratos
9.
PLoS One ; 9(7): e100778, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24988476

RESUMO

UNLABELLED: Metformin, a biguanide derivate, has pleiotropic effects beyond glucose reduction, including improvement of lipid profiles and lowering microvascular and macrovascular complications associated with type 2 diabetes mellitus (T2DM). These effects have been ascribed to adenosine monophosphate-activated protein kinase (AMPK) activation in the liver and skeletal muscle. However, metformin effects are not attenuated when AMPK is knocked out and intravenous metformin is less effective than oral medication, raising the possibility of important gut pharmacology. We hypothesized that the pharmacology of metformin includes alteration of bile acid recirculation and gut microbiota resulting in enhanced enteroendocrine hormone secretion. In this study we evaluated T2DM subjects on and off metformin monotherapy to characterize the gut-based mechanisms of metformin. Subjects were studied at 4 time points: (i) at baseline on metformin, (ii) 7 days after stopping metformin, (iii) when fasting blood glucose (FBG) had risen by 25% after stopping metformin, and (iv) when FBG returned to baseline levels after restarting the metformin. At these timepoints we profiled glucose, insulin, gut hormones (glucagon-like peptide-1 (GLP-1), peptide tyrosine-tyrosine (PYY) and glucose-dependent insulinotropic peptide (GIP) and bile acids in blood, as well as duodenal and faecal bile acids and gut microbiota. We found that metformin withdrawal was associated with a reduction of active and total GLP-1 and elevation of serum bile acids, especially cholic acid and its conjugates. These effects reversed when metformin was restarted. Effects on circulating PYY were more modest, while GIP changes were negligible. Microbiota abundance of the phylum Firmicutes was positively correlated with changes in cholic acid and conjugates, while Bacteroidetes abundance was negatively correlated. Firmicutes and Bacteroidetes representation were also correlated with levels of serum PYY. Our study suggests that metformin has complex effects due to gut-based pharmacology which might provide insights into novel therapeutic approaches to treat T2DM and associated metabolic diseases. TRIAL REGISTRATION: www.ClinicalTrials.gov NCT01357876.


Assuntos
Diabetes Mellitus Tipo 2/tratamento farmacológico , Hipoglicemiantes , Mucosa Intestinal , Intestinos , Metformina , Microbiota/efeitos dos fármacos , Adolescente , Adulto , Idoso , Ácidos e Sais Biliares/metabolismo , Glicemia/metabolismo , Feminino , Peptídeo 1 Semelhante ao Glucagon/sangue , Humanos , Hipoglicemiantes/administração & dosagem , Hipoglicemiantes/farmacocinética , Mucosa Intestinal/metabolismo , Intestinos/microbiologia , Masculino , Metformina/administração & dosagem , Metformina/farmacocinética , Pessoa de Meia-Idade , Peptídeo YY/sangue
10.
Drug Discov Today ; 18(13-14): 625-36, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23266345

RESUMO

Pharmacotherapy for obesity remains a key challenge, and gastrointestinal weight-loss surgery remains a preferred option to help reduce excess body weight along with resolution of several comorbidities associated with obesity. This offers a unique opportunity to study the underlying mechanisms of gastro-intestinal weight-loss surgery to develop effective and less invasive long-term therapeutic interventions potentially mimicking the benefits of gastrointestinal weight-loss surgery. Here, we present an integrative analysis of currently available human transcriptomics data sets pre- and post-surgery and propose a computational biology strategy for selecting putative drug targets. We anticipate that approaches similar to the one that we outline here, would help elucidate underlying mechanisms that result in metabolic improvements and provide guidance on pharmaceutical targets to develop effective and less invasive therapies for obesity and related comorbidities.


Assuntos
Fármacos Antiobesidade/farmacologia , Cirurgia Bariátrica , Descoberta de Drogas , Terapia de Alvo Molecular , Obesidade/tratamento farmacológico , Obesidade/cirurgia , Redução de Peso/efeitos dos fármacos , Animais , Fármacos Antiobesidade/química , Biologia Computacional , Perfilação da Expressão Gênica , Predisposição Genética para Doença , Humanos , Metabolômica , Obesidade/genética , Obesidade/metabolismo , Fenótipo , Proteômica , Transdução de Sinais/efeitos dos fármacos , Resultado do Tratamento
11.
Mol Endocrinol ; 24(2): 299-309, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19965931

RESUMO

Energy production by oxidative metabolism in kidney, stomach, and heart, is primarily expended in establishing ion gradients to drive renal electrolyte homeostasis, gastric acid secretion, and cardiac muscle contraction, respectively. In addition to orchestrating transcriptional control of oxidative metabolism, the orphan nuclear receptor, estrogen-related receptor gamma (ERRgamma), coordinates expression of genes central to ion homeostasis in oxidative tissues. Renal, gastric, and cardiac tissues subjected to genomic analysis of expression in perinatal ERRgamma null mice revealed a characteristic dysregulation of genes involved in transport processes, exemplified by the voltage-gated potassium channel, Kcne2. Consistently, ERRgamma null animals die during the first 72 h of life with elevated serum potassium, reductions in key gastric acid production markers, and cardiac arrhythmia with prolonged QT intervals. In addition, we find altered expression of several genes associated with hypertension in ERRgamma null mice. These findings suggest a potential role for genetic polymorphisms at the ERRgamma locus and ERRgamma modulators in the etiology and treatment of renal, gastric, and cardiac dysfunction.


Assuntos
Mucosa Gástrica/metabolismo , Regulação da Expressão Gênica , Coração/fisiologia , Rim/metabolismo , Miocárdio/metabolismo , Potássio/metabolismo , Receptores de Estrogênio/fisiologia , Adulto , Animais , Animais Recém-Nascidos , Índice de Massa Corporal , Feminino , Estudos de Associação Genética , Homeostase , Humanos , Hipertensão/genética , Rim/patologia , Síndrome do QT Longo/genética , Masculino , Camundongos , Pessoa de Meia-Idade , Miocárdio/patologia , Análise de Sequência com Séries de Oligonucleotídeos , Especificidade de Órgãos , Polimorfismo de Nucleotídeo Único , Canais de Potássio de Abertura Dependente da Tensão da Membrana/genética , Canais de Potássio de Abertura Dependente da Tensão da Membrana/metabolismo , Receptores de Estrogênio/deficiência , Receptores de Estrogênio/genética , Estômago/patologia
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