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1.
PLoS One ; 19(4): e0287864, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38626166

RESUMO

The fourth most frequent type of cancer in women and the leading cause of mortality for females worldwide is cervical cancer. Traditionally, medicinal plants have been utilized to treat various illnesses and ailments. The molecular docking method is used in the current study to look into the phytoconstituents of Juglans regia's possible anticancer effects on cervical cancer target proteins. This work uses the microarray dataset analysis of GSE63678 from the NCBI Gene Expression Omnibus database to find differentially expressed genes. Furthermore, protein-protein interactions of differentially expressed genes were constructed using network biology techniques. The top five hub genes (IGF1, FGF2, ESR1, MYL9, and MYH11) are then determined by computing topological parameters with Cytohubba. In addition, molecular docking research was performed on Juglans regia phytocompounds that were extracted from the IMPPAT database versus hub genes that had been identified. Utilizing molecular dynamics, simulation confirmed that prioritized docked complexes with low binding energies were stable.


Assuntos
Juglans , Neoplasias do Colo do Útero , Humanos , Feminino , Simulação de Acoplamento Molecular , Juglans/genética , Juglans/química , Neoplasias do Colo do Útero/tratamento farmacológico , Neoplasias do Colo do Útero/genética , Análise em Microsséries , Biologia Computacional/métodos
2.
Molecules ; 27(19)2022 Oct 09.
Artigo em Inglês | MEDLINE | ID: mdl-36235264

RESUMO

Curcumin is a hydrophobic polyphenol derived from turmeric with potent anti-oxidant, anti-microbial, anti-inflammatory and anti-carcinogenic effects. Curcumin is degraded into various derivatives under in vitro and in vivo conditions, and it appears that its degradation may be responsible for the pharmacological effects of curcumin. The primary risk factor for the cause of gastric cancer is Helicobacter pylori (H. pylori). A virulence factor vacuolating cytotoxic A (VacA) is secreted by H. pylori as a 88 kDa monomer (p88), which can be fragmented into a 33 kDa N-terminal domain (p33) and a 55 kDa C-terminal domain (p55). Recently it has been reported that curcumin oxidation is required to inhibit the activity of another major H.pylori toxin CagA. We performed molecular docking of curcumin and its oxidative derivatives with p33 and p55 domains of VacA. Further, we have examined the effect of the oxidation of curcumin on the vacuolation activity of VacA protein. We observed the binding of curcumin to the p55 domain of VacA at five different sites with moderate binding affinities. Curcumin did not bind to p33 domain of VacA. Remarkably, cyclobutyl cyclopentadione and dihydroxy cyclopentadione, which are oxidized products of curcumin, showed a higher binding affinity with VacA protein at all sites except one as compared to parent curcumin itself. However, cyclobutyl cyclopentadione showed a significant binding affinity for the active site 5 of the p55 protein. Active site five (312-422) of p55 domain of VacA plays a crucial role in VacA-mediated vacuole formation. Invitro experiments showed that curcumin inhibited the vacuolation activity of H. pylori in human gastric cell line AGS cells whereas acetyl and diacetyl curcumin, which cannot be oxidized, failed to inhibit the vacuolation in AGS cells after H. pylori infection. Here our data showed that oxidation is essential for the activity of curcumin in inhibiting the vacuolation activity of H. pylori. Synthesis of these oxidized curcumin derivatives could potentially provide new therapeutic drug molecules for inhibiting H. pylori-mediated pathogenesis.


Assuntos
Anticarcinógenos , Antineoplásicos , Curcumina , Infecções por Helicobacter , Helicobacter pylori , Anticarcinógenos/metabolismo , Antineoplásicos/metabolismo , Antioxidantes/metabolismo , Proteínas de Bactérias/metabolismo , Curcumina/metabolismo , Curcumina/farmacologia , Diacetil/metabolismo , Infecções por Helicobacter/metabolismo , Helicobacter pylori/metabolismo , Humanos , Simulação de Acoplamento Molecular , Estresse Oxidativo , Polifenóis/metabolismo , Vacúolos/metabolismo , Fatores de Virulência/metabolismo
3.
Brief Bioinform ; 23(3)2022 05 13.
Artigo em Inglês | MEDLINE | ID: mdl-35352113

RESUMO

Network medicine provides network theoretical tools, methods and properties to study underlying laws governing human interactome to identify disease states and disease complexity leading to drug discovery. Within this framework, we investigated the topological properties of ovarian cancer network (OCN) and the roles of hubs to understand OCN organization to address disease states and complexity. The OCN constructed from the experimentally verified genes exhibits fractal nature in the topological properties with deeply rooted functional communities indicating self-organizing behavior. The network properties at all levels of organization obey one parameter scaling law which lacks centrality lethality rule. We showed that $\langle k\rangle $ can be taken as a scaling parameter, where, power law exponent can be estimated from the ratio of network diameters. The betweenness centrality $C_B$ shows two distinct behaviors one shown by high degree hubs and the other by segregated low degree nodes. The $C_B$ power law exponent is found to connect the exponents of distributions of high and low degree nodes. OCN showed the absence of rich-club formation which leads to the missing of a number of attractors in the network causing formation of weakly tied diverse functional modules to keep optimal network efficiency. In OCN, provincial and connector hubs, which includes identified key regulators, take major responsibility to keep the OCN integrity and organization. Further, most of the key regulators are found to be over expressed and positively correlated with immune infiltrates. Finally, few potential drugs are identified related to the key regulators.


Assuntos
Neoplasias Ovarianas , Descoberta de Drogas , Feminino , Humanos , Neoplasias Ovarianas/tratamento farmacológico , Neoplasias Ovarianas/genética
4.
Minerva Med ; 112(6): 792-803, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34114450

RESUMO

BACKGROUND: Epigenetic modifications alter signaling and molecular pathways; moreover, they are an important therapeutic target. This study examined the effect of sulforaphane on molecular targets in HeLa cells. METHODS: Quantitative PCR of various molecular targets was performed. Activity of epigenetic enzymes was measured by ELISA and molecular docking analysis was conducted. Promoter methylation of some tumor suppressor genes was quantified using PCR based methylation array. In-silico protein-protein interaction network analysis was performed to understand the effect of transcriptional changes. RESULTS: Quantitative PCR demonstrated the transcriptional modulation of genes involved in proliferation, metastasis, inflammation, signal transduction pathways and chromatin modifiers. Sulforaphane reduced the enzymatic activity of DNA methyl transferases, histone deacetylases and histone methyltransferases. Molecular docking results suggest that sulforaphane competitively inhibited several DNA methyl transferases and histone deacetylases. Promoter 5'CpG methylation levels of selected tumor suppressor genes was found to be reduced which correlated with their transcriptional increase as well modulation of epigenetic enzymes. Further, protein-protein interaction network analysis discerned the participation of genes towards cancer pathways. Functional enrichment and pathway-based analysis represented the modulation of epigenetic and signaling pathways on sulforaphane treatment. CONCLUSIONS: The modulation in transcriptional status of epigenetic regulators, genes involved in tumorigenesis resulting in tumor suppressor genes demethylation and re-expression underscores the mechanism behind the anticancer effect of sulforaphane on HeLa cells.


Assuntos
Anticarcinógenos/farmacologia , Epigênese Genética/efeitos dos fármacos , Genes Supressores de Tumor/efeitos dos fármacos , Células HeLa/efeitos dos fármacos , Isotiocianatos/farmacologia , Transdução de Sinais/efeitos dos fármacos , Sulfóxidos/farmacologia , Humanos
5.
RSC Adv ; 11(42): 25901-25911, 2021 Jul 27.
Artigo em Inglês | MEDLINE | ID: mdl-35479435

RESUMO

Prion diseases involve misfolded and highly infectious aggregates of prion protein (PrPSc) which forms amyloid plaques leading to fatal neurodegeneration. The absence of clinically proven therapeutics makes the discovery of effective remedial interventions a prime concern. Herein, we report novel prion intervention by the polyphenolic phytoalexin, polydatin which binds with moderate affinity to the recombinant protease resistant core of human prion protein, encompassing the sequence 90-231 (rPrPres) and inhibits its conversion into the highly neurotoxic forms. An extensive evaluation using biophysical techniques revealed that polydatin incubated rPrPres samples generate off-pathway oligomers having reduced cross-ß sheet signature, and relatively smaller in size than the native rPrPres oligomers. The detailed structural analysis using molecular dynamics simulations elucidated the induction of antagonistic mobilities in the ß2-α2 loop, α3 helix and the N-terminal amyloidogenic region of prions. This study puts forward novel prion fibrillogenesis inhibitory potential of polydatin, specifically by stabilizing the N-terminal amyloidogenic region. Collectively our results affirm the importance of polydatin in crippling the prion pathogenesis and may serve as a structural scaffold for designing novel therapeutic agents targeting amyloidogenic transition in prions.

6.
Heliyon ; 6(11): e05469, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33241148

RESUMO

Curcumin, a secondary metabolite from the turmeric plant is one of the most promising natural products, which has been studied extensively for decades. It has demonstrated several pharmacological activities in vitro and in vivo. Various studies have indicated that the pharmacological activity of curcumin is contributed by its metabolites. The aim of this review is to present an overview of metabolic products of curcumin produced upon its reduction like di, tetra, hexa and octa-hydrocurcumin. In addition, this paper has systematically analyzed the current information regarding medicinal use of reduced metabolites of curcumin and identified the limitations which have hindered its widespread usage in the medical world. Several diverse therapeutic effects have shown to be exhibited by reduced metabolites of curcumin such as antioxidant, anti-cancerous, anti-inflammatory and immunoregulatory activities. The potential underlying molecular mechanisms of the biological activities of reduced metabolites of curcumin have also been highlighted, which may provide insight into the principle of effectiveness of curcumin.

7.
3 Biotech ; 10(11): 484, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33117625

RESUMO

This study examines the effect of epigallocatechin gallate (EGCG) on signaling pathways, epigenetic modulators and tumour suppressor genes in cervical cancer cells, HeLa. qRT-PCR, ELISA-based enzymatic assays and in silico studies were used to catalogue the modulation of these genes by EGCG treatment. qRT-PCR showed transcriptional modulation of several epigenetic modifiers including DNA methyltransferases and histone modifiers (DNMT1, DNMT3B, DNMT3A, AURKA, AURKC, AURKB, KDM4A, KDM5C, PRMT7, PRMT6, UBE2B, HDAC5, HDAC6, HDAC7 and HDAC11. Furthermore, ELISA-based assays showed that EGCG lowered the activity of DNA methyltransferases, histone deacetylases and histone methyltransferases (H3K9). Molecular docking results suggests that EGCG may competitively inhibit some epigenetic enzymes (DNMT1, DNMT3A, HDAC2, HDAC3, HDAC4, HDAC7 and EZH2). A functional outcome of these epigenetic alterations could be inferred from the reversal of promoter hypermethylation of tumour suppressor genes by quantitative methylation array and transcriptional re-expression of tumour suppressor genes including TP73, PTEN, SOCS1, CDH1, RARß, and DAPK1 by qRT-PCR. Downregulation of key signaling moieties of PI3K, Wnt and MAPK pathways, cell cycle regulators, metastasis regulators and pro-inflammatory moieties including TERT, CCNB1, CCNB2, MMP2, MMP7. PIK3C2B, PIK3CA, MAPK8 and IL6 was also observed. In silico protein-protein interaction network analysis followed by KEGG analysis discerned the active participation of gene sets towards cancer pathways. This study comprehensively explains EGCG's anti-cancer mechanism via the synchronized transcriptional alteration of several molecular targets across different signaling pathways and reversal of tumour suppressor gene silencing through modulation of epigenetic enzymes.

8.
Sci Rep ; 10(1): 15131, 2020 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-32934294

RESUMO

Reactive Arthritis (ReA), a rare seronegative inflammatory arthritis, lacks exquisite classification under rheumatic autoimmunity. ReA is solely established using differential clinical diagnosis of the patient cohorts, where pathogenic triggers linked to enteric and urogenital microorganisms e.g. Salmonella, Shigella, Yersinia, Campylobacter, Chlamydia have been reported. Inflammatory Bowel Disease (IBD), an idiopathic enteric disorder co-evolved and attuned to present gut microbiome dysbiosis, can be correlated to the genesis of enteropathic arthropathies like ReA. Gut microbes symbolically modulate immune system homeostasis and are elementary for varied disease patterns in autoimmune disorders. The gut-microbiota axis structured on the core host-microbe interactions execute an imperative role in discerning the etiopathogenesis of ReA and IBD. This study predicts the molecular signatures for ReA with co-evolved IBD through the enveloped host-microbe interactions and microbe-microbe 'interspecies communication', using synonymous gene expression data for selective microbes. We have utilized a combinatorial approach that have concomitant in-silico work-pipeline and experimental validation to corroborate the findings. In-silico analysis involving text mining, metabolic network reconstruction, simulation, filtering, host-microbe interaction, docking and molecular mimicry studies results in robust drug target/s and biomarker/s for co-evolved IBD and ReA. Cross validation of the target/s or biomarker/s was done by targeted gene expression analysis following a non-probabilistic convenience sampling. Studies were performed to substantiate the host-microbe disease network consisting of protein-marker-symptom/disease-pathway-drug associations resulting in possible identification of vital drug targets, biomarkers, pathways and inhibitors for IBD and ReA.Our study identified Na(+)/H(+) anti-porter (NHAA) and Kynureninase (KYNU) to be robust early and essential host-microbe interacting targets for IBD co-evolved ReA. Other vital host-microbe interacting genes, proteins, pathways and drugs include Adenosine Deaminase (ADA), Superoxide Dismutase 2 (SOD2), Catalase (CAT), Angiotensin I Converting Enzyme (ACE), carbon metabolism (folate biosynthesis) and methotrexate. These can serve as potential prognostic/theranostic biomarkers and signatures that can be extrapolated to stratify ReA and related autoimmunity patient cohorts for further pilot studies.


Assuntos
Artrite Reativa/metabolismo , Proteínas de Bactérias/metabolismo , Biomarcadores/metabolismo , Disbiose/metabolismo , Microbioma Gastrointestinal , Interações entre Hospedeiro e Microrganismos , Doenças Inflamatórias Intestinais/metabolismo , Adulto , Artrite Reativa/genética , Artrite Reativa/microbiologia , Artrite Reativa/patologia , Proteínas de Bactérias/genética , Disbiose/genética , Disbiose/microbiologia , Disbiose/patologia , Feminino , Humanos , Doenças Inflamatórias Intestinais/genética , Doenças Inflamatórias Intestinais/microbiologia , Doenças Inflamatórias Intestinais/patologia , Masculino , Redes e Vias Metabólicas , Pessoa de Meia-Idade , Proibitinas , Mapas de Interação de Proteínas
9.
Int J Biol Macromol ; 164: 2569-2582, 2020 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-32800950

RESUMO

Several pathological disorders have known linkages with the misfolding and abnormal oligomerization of peptides and proteins and their accumulation into numerous aggregates. One such peptide is human islet amyloid polypeptide (hIAPP) responsible for amyloid aggregation in type 2 diabetes. This aggregation can be altered by osmolytes, which are natural agents that can alter the environment surrounding of hIAPP. Here, we implemented several replica-exchange molecular dynamics (REMD) simulations to examine the effects of the denaturing osmolyte urea and the protective osmolyte trimethylamine N-oxide (TMAO) on amyloid aggregation and on the conformational ensemble of the hIAPP peptide. We analyzed specific modulations in hIAPP peptide and observed a state shift in the conformational population of hIAPP. Our results confirmed that urea restricted the peptide aggregation and led to the formation of unfolded conformations, whereas TMAO promoted folding and a compact state of the hIAPP peptide.


Assuntos
Polipeptídeo Amiloide das Ilhotas Pancreáticas/química , Metilaminas/química , Agregados Proteicos , Dobramento de Proteína , Diabetes Mellitus Tipo 2/metabolismo , Humanos , Polipeptídeo Amiloide das Ilhotas Pancreáticas/metabolismo , Estrutura Secundária de Proteína
10.
Sci Rep ; 10(1): 12045, 2020 07 21.
Artigo em Inglês | MEDLINE | ID: mdl-32694520

RESUMO

Curcumin is an important bioactive component of turmeric and also one of the important natural products, which has been investigated extensively. The precise mode of action of curcumin and its impact on system level protein networks are still not well studied. To identify the curcumin governed regulatory action on protein interaction network (PIN), an interectome was created based on 788 key proteins, extracted from PubMed literatures, and constructed by using STRING and Cytoscape programs. The PIN rewired by curcumin was a scale-free, extremely linked biological system. MCODE plug-in was used for sub-modulization analysis, wherein we identified 25 modules; ClueGo plug-in was used for the pathway's enrichment analysis, wherein 37 enriched signalling pathways were obtained. Most of them were associated with human diseases groups, particularly carcinogenesis, inflammation, and infectious diseases. Finally, the analysis of topological characteristic like bottleneck, degree, GO term/pathways analysis, bio-kinetics simulation, molecular docking, and dynamics studies were performed for the selection of key regulatory proteins of curcumin-rewired PIN. The current findings deduce a precise molecular mechanism that curcumin might exert in the system. This comprehensive in-silico study will help to understand how curcumin induces its anti-cancerous, anti-inflammatory, and anti-microbial effects in the human body.


Assuntos
Curcumina/química , Curcumina/farmacologia , Mapeamento de Interação de Proteínas , Mapas de Interação de Proteínas , Biologia Computacional/métodos , Relação Dose-Resposta a Droga , Cinética , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Anotação de Sequência Molecular , Ligação Proteica/efeitos dos fármacos , Mapeamento de Interação de Proteínas/métodos , Transdução de Sinais/efeitos dos fármacos
11.
RSC Adv ; 10(21): 12166-12182, 2020 Mar 24.
Artigo em Inglês | MEDLINE | ID: mdl-35497581

RESUMO

Large numbers of neurological and metabolic disorders occurring in humans are induced by the aberrant growth of aggregated or misfolded proteins. Alzheimer's disease (AD) and type 2 diabetes (T2D) are two of the most prevalent disorders that lead to toxic protofibrils of amyloid beta (Aß) and human islet amyloid polypeptide (hIAPP) in the form of intrinsically disordered proteins (IDPs). IDPs are important functional proteins or peptides that have no common structures and are found in various organisms; they play an imperative role in multiple biological mechanisms, changing their folding and unfolding patterns depending on the environment. Osmolytes are low molecular weight naturally occurring small molecules present in almost all organisms that act as denaturants or counter-denaturants, helping to alter the environmental surroundings under stressful or pathological conditions. These molecules aid in imparting steadiness on accumulated proteins and defending them from aggregating. In the current study, we performed an advanced sampling technique, replica-exchange molecular dynamics (REMD) simulations, to investigate the activities of osmolytes, with guanidine hydrochloride (G-HCL) acting as a denaturant and l-proline (l-PRO) acting as a counter-denaturant, and to explore the regulation and aggregation of Aß and hIAPP. We report that G-HCL and l-PRO have noticeable natural effects on Aß and hIAPP, leading to conformation modulation. Our results highlight that G-HCL attenuates peptide aggregation and transitions peptides into unfolded conformations, while l-PRO helps produce folded conformations of Aß and hIAPP.

12.
RSC Adv ; 10(43): 25929-25946, 2020 Jul 03.
Artigo em Inglês | MEDLINE | ID: mdl-35518630

RESUMO

Aberrant misfolding and amyloid aggregation, which result in amyloid fibrils, are frequent and critical pathological incidents in various neurodegenerative disorders. Multiple drugs or inhibitors have been investigated to avert amyloid aggregation in individual peptides, exhibiting sequence-dependent inhibition mechanisms. Establishing or inventing inhibitors capable of preventing amyloid aggregation in a wide variety of amyloid peptides is quite a daunting task. Bleomycin (BLM), a complex glycopeptide, has been widely used as an antibiotic and antitumor drug due to its ability to inhibit DNA metabolism, and as an antineoplastic, especially for solid tumors. In this study, we investigated the dual inhibitory effects of BLM on Aß aggregation, associated with Alzheimer's disease and hIAPP, which is linked to type 2 diabetes, using both computational and experimental techniques. Combined results from drug repurposing and replica exchange molecular dynamics simulations demonstrate that BLM binds to the ß-sheet region considered a hotspot for amyloid fibrils of Aß and hIAPP. BLM was also found to be involved in ß-sheet destabilization and, ultimately, in its reduction. Further, experimental validation through in vitro amyloid aggregation assays was obtained wherein the fibrillar load was decreased for the BLM-treated Aß and hIAPP peptides in comparison to controls. For the first time, this study shows that BLM is a dual inhibitor of Aß and hIAPP amyloid aggregation. In the future, the conformational optimization and processing of BLM may help develop various efficient sequence-dependent inhibitors against amyloid aggregation in various amyloid peptides.

13.
Genes (Basel) ; 10(12)2019 11 21.
Artigo em Inglês | MEDLINE | ID: mdl-31766427

RESUMO

BACKGROUND: Several epigenetic changes are responsible for transcriptional alterations of signaling pathways and tumour suppressor genes (TSGs) contributing to carcinogenesis. This study was aimed to examine the effect of the phytochemical, genistein on various molecular targets in HeLa cells. METHODS: Quantitative PCR was used to analyze the expression of various molecular targets. Biochemical assays were employed to study the epigenetic enzymes. To correlate the transcriptional status of the selected TSGs and epigenetic modulation, their promoter 5'CpG methylation levels were evaluated by quantitative methylation array followed by methylation specific restriction digestion. RESULTS: The expression of several genes involved in the cell cycle regulation, migration, inflammation, phosphatidylinositol 3-kinase (PI3K) and mitogen activated kinase-like protein (MAPK) pathway were found to be modulated including CCNB1, TWIST1, MMP14, TERT, AKT1, PTPRR, FOS and IL1A. Genistein modulated the expression of DNA methyltransferases (DNMTs), histone deacetylases (HDACs), histone methyltransferases (HMTs), demethylases, and histone phosphorylases. Furthermore, genistein decreased the activity of DNMTs, HDACs, and HMTs and reduced global DNA methylation levels. Promoter methylation of several TSGs, including FHIT, RUNX3, CDH1, PTEN, and SOC51, was lowered with corresponding transcriptional increase. Network analysis indicated similar effect of genistein. CONCLUSION: This study presents a comprehensive mechanism of action of genistein showcasing effective epigenetic modulation and widespread transcriptional changes resulting in restoration of tumour suppressor gene expression. This study corroborates the development of genistein as a candidate for anti-cancer therapy.


Assuntos
Epigênese Genética/efeitos dos fármacos , Genisteína/farmacologia , Carcinogênese/genética , Ciclo Celular/genética , Movimento Celular/genética , Cromatina/metabolismo , Metilação de DNA , Metilases de Modificação do DNA/metabolismo , Regulação da Expressão Gênica/efeitos dos fármacos , Células HeLa , Histona Desacetilases/metabolismo , Histona Metiltransferases/metabolismo , Humanos , Transdução de Sinais/efeitos dos fármacos
14.
BMC Cancer ; 19(1): 1129, 2019 Nov 21.
Artigo em Inglês | MEDLINE | ID: mdl-31752757

RESUMO

BACKGROUND: Identification of key regulator/s in ovarian cancer (OC) network is important for potential drug target and prevention from this cancer. This study proposes a method to identify the key regulators of this network and their importance. METHODS: The protein-protein interaction (PPI) network of ovarian cancer (OC) is constructed from curated 6 hundred genes from standard six important ovarian cancer databases (some of the genes are experimentally verified). We proposed a method to identify key regulators (KRs) from the complex ovarian cancer network based on the tracing of backbone hubs, which participate at all levels of organization, characterized by Newmann-Grivan community finding method. Knockout experiment, constant Potts model and survival analysis are done to characterize the importance of the key regulators in regulating the network. RESULTS: The PPI network of ovarian cancer is found to obey hierarchical scale free features organized by topology of heterogeneous modules coordinated by diverse leading hubs. The network and modular structures are devised by fractal rules with the absence of centrality-lethality rule, to enhance the efficiency of signal processing in the network and constituting loosely connected modules. Within the framework of network theory, we device a method to identify few key regulators (KRs) from a huge number of leading hubs, that are deeply rooted in the network, serve as backbones of it and key regulators from grassroots level to complete network structure. Using this method we could able to identify five key regulators, namely, AKT1, KRAS, EPCAM, CD44 and MCAM, out of which AKT1 plays central role in two ways, first it serves as main regulator of ovarian cancer network and second serves as key cross-talk agent of other key regulators, but exhibits disassortive property. The regulating capability of AKT1 is found to be highest and that of MCAM is lowest. CONCLUSIONS: The popularities of these key hubs change in an unpredictable way at different levels of organization and absence of these hubs cause massive amount of wiring energy/rewiring energy that propagate over all the network. The network compactness is found to increase as one goes from top level to bottom level of the network organization.


Assuntos
Biologia Computacional/métodos , Redes Reguladoras de Genes , Neoplasias Ovarianas/genética , Antígeno CD146/genética , Molécula de Adesão da Célula Epitelial/genética , Feminino , Fractais , Humanos , Receptores de Hialuronatos/genética , Mapas de Interação de Proteínas , Proteínas Proto-Oncogênicas c-akt/genética , Proteínas Proto-Oncogênicas p21(ras)/genética , Análise de Sobrevida
15.
Artigo em Inglês | MEDLINE | ID: mdl-31601057

RESUMO

Increased levels of androgen dihydrotestosterone is responsible for the development of prostate cancer in humans. The formation of dihydrotestosterone from testosterone is catalysed by an intracellular enzyme 3-oxo-5-alpha-steroid 4-dehydrogenase 2, which is found to be the most promising target for the treatment of prostate cancer. In this study, the identification of a therapeutic inhibitor of 3-oxo-5-alpha-steroid 4-dehydrogenase 2 using in silico approach has been done to treat prostate cancer. ZINC biogenic compounds (Zbc) database was used for docking and virtual screening against the predicted structure. The MD simulation of the docked complex was done to ensure the ligand interaction with 3-oxo-5-alpha-steroid 4-dehydrogenase 2 for 100 ns. The validation results of the established 3D structure strongly favoured the acceptance reliability of the predicted model. Zbc was screened against 3-oxo-5-alpha-steroid 4-dehydrogenase 2 and ZINC00277963 was selected as the lead with significant docking pose with docking score of -9.961 kcal/mole and having -63.182 kcal/mol binding affinity. The protein-ligand complex system remained stable throughout the MD run and seven stable hydrogen bonds were observed. Our study proposes a lead compound that could be validated by in vitro experimental method(s), suggesting its ability to function as a prospective therapeutic drug against prostate cancer.

16.
Genes (Basel) ; 10(8)2019 07 26.
Artigo em Inglês | MEDLINE | ID: mdl-31357510

RESUMO

Cancer is the second deadliest disease listed by the WHO. One of the major causes of cancer disease is tobacco and consumption possibly due to its main component, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK). A plethora of studies have been conducted in the past aiming to decipher the association of NNK with other diseases. However, it is strongly linked with cancer development. Despite these studies, a clear molecular mechanism and the impact of NNK on various system-level networks is not known. In the present study, system biology tools were employed to understand the key regulatory mechanisms and the perturbations that will happen in the cellular processes due to NNK. To investigate the system level influence of the carcinogen, NNK rewired protein-protein interaction network (PPIN) was generated from 544 reported proteins drawn out from 1317 articles retrieved from PubMed. The noise was removed from PPIN by the method of modulation. Gene ontology (GO) enrichment was performed on the seed proteins extracted from various modules to find the most affected pathways by the genes/proteins. For the modulation, Molecular COmplex DEtection (MCODE) was used to generate 19 modules containing 115 seed proteins. Further, scrutiny of the targeted biomolecules was done by the graph theory and molecular docking. GO enrichment analysis revealed that mostly cell cycle regulatory proteins were affected by NNK.


Assuntos
Carcinogênese/genética , Carcinógenos/toxicidade , Nitrosaminas/toxicidade , Mapas de Interação de Proteínas , Carcinogênese/efeitos dos fármacos , Carcinógenos/farmacologia , Ontologia Genética , Humanos , Simulação de Acoplamento Molecular , Nitrosaminas/farmacologia , Ligação Proteica , Proteoma/genética , Proteoma/metabolismo , Biologia de Sistemas
17.
Interdiscip Sci ; 11(3): 387-396, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-29147967

RESUMO

Inflammatory bowel disease (IBD) is an idiopathic prolonged ailment accountable for inflammatory conditions of the intestine. Moreover, arthritis is responsible for joints' stiffness and painful inflammation. IBD shows certain articular extra-intestinal manifestations associating IBD with arthritis. IBD associated arthritis is found to be linked with ankylosing spondylitis (AS). The present study insights for the potential and putative drug targets and biomarkers of IBD associated with arthritis using in silico approaches. Microarray data analysis of datasets involving IBD affected and AS affected vs controls were done to explore the differentially expressed genes (DEGs). In majority of the datasets, the common DEGs found were sterile alpha motif domain containing 9 like (SAMD9L), inhibin beta A subunit (INHBA), transmembrane protein 45A (TMEM45A) and transmembrane and tetratricopeptide repeat containing 1 (TMTC1). The common functions and pathways found between the DEGs were control of macromolecule metabolism process, control of metabolic process, control of primary metabolic process, and control of protein metabolic process, cell differentiation, organ development, single-organism development process, multicellular organism development process, development of system, single-multicellular organism development process, developmental process, development of anatomical structure, multicellular organismal development process, control of biological process, cell proliferation, hematopoietic progenitor cell differentiation and immune system process. TMTC1 and INBHA were found to be more biologically significant genes according to the topological properties of the network. This study also suggests that TMTC1, INBHA, TMEM45A and SAMD9L DEGs and their accompanying pathways might have the potential to be exploited as drug targets and biomarkers in the diagnosis and/or treatment of IBD linked arthritis and warrants for further experimental validation.


Assuntos
Artrite/complicações , Artrite/genética , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Doenças Inflamatórias Intestinais/complicações , Doenças Inflamatórias Intestinais/genética , Algoritmos , Biomarcadores , Proteínas de Transporte/genética , Análise por Conglomerados , Biologia Computacional , Simulação por Computador , Expressão Gênica , Humanos , Inflamação , Subunidades beta de Inibinas/genética , Proteínas de Membrana/genética , Análise de Sequência com Séries de Oligonucleotídeos , Mapeamento de Interação de Proteínas , Proteínas Supressoras de Tumor/genética
18.
Crit Rev Oncol Hematol ; 125: 84-88, 2018 May.
Artigo em Inglês | MEDLINE | ID: mdl-29650281

RESUMO

Metastatic melanoma is a least common form of cancer as it accounts only for 1% of all cancer cases. But, it is most deadly in nature and is haunting mankind for long emotionally as well as economically. The sites for the onset of the disease are pigment-producing cells of the skin, mucosa, eye etc. It has the potential to spread other sites like subcutaneous tissue, lymph nodes, lungs, liver, bone and brain. The United States Food & Drug Administration has approved various drug molecules from time to time. The molecules (Dabrafenib-BRAF inhibitor and Trametinib-MEK inhibitor) have proved their credentials alone and in combination as well. These molecules have demonstrated good results for various end points like median progression free survival, overall survival, objective response etc. The median progression free survival for patients using dabrafenib and trametinib were 5.1 and 4.8 months, respectively (administered singly). It has increased to 11.4 months in the combination treatment "dabrafenib + trametinib", which is approximately 104% and 138% greater than dabrafenib and trametinib treated groups alone. Similarly, the overall survival rate and objective response rate for the patients administered with "dabrafenib + trametinib" have been increased by 72% 64%, respectively. All these increments in these parameters were for a short period of time as the molecules were unable to withstand the pressure of resistance developed in the patients. So, the current review suggests the use of BRAF and MEK inhibitors as intermittent therapy along with heat shock protein 90 (HSP90) molecules.


Assuntos
Melanoma/tratamento farmacológico , Quinases de Proteína Quinase Ativadas por Mitógeno/antagonistas & inibidores , Inibidores de Proteínas Quinases/uso terapêutico , Proteínas Proto-Oncogênicas B-raf/antagonistas & inibidores , Neoplasias Cutâneas/tratamento farmacológico , Terapias em Estudo , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Intervalo Livre de Doença , Humanos , Melanoma/genética , Melanoma/mortalidade , Melanoma/patologia , Mutação , Neoplasias Cutâneas/genética , Neoplasias Cutâneas/mortalidade , Neoplasias Cutâneas/patologia , Taxa de Sobrevida , Terapias em Estudo/métodos , Terapias em Estudo/normas , Terapias em Estudo/tendências
19.
J Cell Biochem ; 119(1): 499-510, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28612427

RESUMO

Spinocerebellar degeneration, termed as ataxia is a neurological disorder of central nervous system, characterized by limb in-coordination and a progressive gait. The patient also demonstrates specific symptoms of muscle weakness, slurring of speech, and decreased vibration senses. Expansion of polyglutamine trinucleotide (CAG) within ATXN2 gene with 35 or more repeats, results in spinocerebellar ataxia type-2. Protein ataxin-2 coded by ATXN2 gene has been reported to have a crucial role in translation of the genetic information through sequestering the histone acetyl transferases (HAT) resulting in a state of hypo-acetylation. In the present study, we have evaluated the outcome for 122 non synonymous single nucleotide polymorphisms (nsSNPs) reported within ATXN2 gene through computational tools such as SIFT, PolyPhen 2.0, PANTHER, I-mutant 2.0, Phd-SNP, Pmut, MutPred. The apo and mutant (L305V and Q339L) form of structures for the ataxin-2 protein were modeled for gaining insights toward 3D spatial arrangement. Further, molecular dynamics simulations and structural analysis were performed to observe the brunt of disease associated nsSNPs toward the strength and secondary properties of ataxin-2 protein structure. Our results showed that, L305V is a highly deleterious and disease causing point substitution. Analysis based on RMSD, RMSF, Rg, SASA, number of hydrogen bonds (NH bonds), covariance matrix trace, projection analysis for eigen vector demonstrated a significant instability and conformation along with rise in mutant flexibility values in comparison to the apo form of ataxin-2 protein. The study provides a blue print of computational methodologies to examine the ataxin-blend SNPs. J. Cell. Biochem. 119: 499-510, 2018. © 2017 Wiley Periodicals, Inc.


Assuntos
Ataxina-2/química , Ataxina-2/genética , Biologia Computacional/métodos , Simulação de Dinâmica Molecular , Polimorfismo de Nucleotídeo Único , Ataxias Espinocerebelares/genética , Ataxias Espinocerebelares/patologia , Bases de Dados Factuais , Humanos , Ligação de Hidrogênio , Análise de Componente Principal , Software
20.
Sci Rep ; 5: 11948, 2015 Jul 10.
Artigo em Inglês | MEDLINE | ID: mdl-26159770

RESUMO

During the search for a potent antifungal drug, a cell-permeable metabolite was isolated from a soil isolate taxonomically identified as Penicillium radicum. The strain was found to be a potent antifungal agent. Production conditions of the active compound were optimized and the active compound was isolated, purified, characterized and identified as a phosphoinositide 3-kinase (PI3K) inhibitor, commonly known as wortmannin (Wtmn). This is very first time we are reporting the production of Wtmn from P. radicum. In addition to its previously discovered anticancer properties, the broad spectrum antifungal property of Wtmn was re-confirmed using various fungal strains. Virtual screening was performed through molecular docking studies against potential antifungal targets, and it was found that Wtmn was predicted to impede the actions of these targets more efficiently than known antifungal compounds such as voriconazole and nikkomycin i.e. 1) mevalonate-5-diphosphate decarboxylase (1FI4), responsible for sterol/isoprenoid biosynthesis; 2) exocyst complex component SEC3 (3A58) where Rho- and phosphoinositide-dependent localization is present and 3) Kre2p/Mnt1p a Golgi alpha1,2-mannosyltransferase (1S4N) involved in the biosynthesis of yeast cell wall glycoproteins). We conclude that Wtmn produced from P. radicum is a promising lead compound which could be potentially used as an efficient antifungal drug in the near future after appropriate structural modifications to reduce toxicity and improve stability.


Assuntos
Androstadienos/química , Antifúngicos/química , Penicillium/química , Inibidores de Fosfoinositídeo-3 Quinase , Androstadienos/isolamento & purificação , Androstadienos/farmacologia , Antifúngicos/isolamento & purificação , Antifúngicos/farmacologia , Sítios de Ligação , Linhagem Celular , Sobrevivência Celular/efeitos dos fármacos , Proteínas Fúngicas/química , Proteínas Fúngicas/metabolismo , Fungos/efeitos dos fármacos , Humanos , Conformação Molecular , Simulação de Acoplamento Molecular , Penicillium/classificação , Penicillium/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Filogenia , Wortmanina
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