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2.
bioRxiv ; 2024 Jul 21.
Artigo em Inglês | MEDLINE | ID: mdl-39071297

RESUMO

Despite advances in artificial intelligence (AI), target-based drug development remains a costly, complex and imprecise process. We introduce F.O.R.W.A.R.D [ Framework for Outcome-based Research and Drug Development ], a network-based target prioritization approach and test its utility in the challenging therapeutic area of Inflammatory Bowel Diseases (IBD), which is a chronic condition of multifactorial origin. F.O.R.W.A.R.D leverages real-world outcomes, using a machine-learning classifier trained on transcriptomic data from seven prospective randomized clinical trials involving four drugs. It establishes a molecular signature of remission as the therapeutic goal and computes, by integrating principles of network connectivity, the likelihood that a drug's action on its target(s) will induce the remission-associated genes. Benchmarking F.O.R.W.A.R.D against 210 completed clinical trials on 52 targets showed a perfect predictive accuracy of 100%. The success of F.O.R.W.A.R.D was achieved despite differences in targets, mechanisms, and trial designs. F.O.R.W.A.R.D-driven in-silico phase '0' trials revealed its potential to inform trial design, justify re-trialing failed drugs, and guide early terminations. With its extendable applications to other therapeutic areas and its iterative refinement with emerging trials, F.O.R.W.A.R.D holds the promise to transform drug discovery by generating foresight from hindsight and impacting research and development as well as human-in-the-loop clinical decision-making.

3.
Trends Pharmacol Sci ; 42(7): 514-517, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33985816

RESUMO

The structure, function, and dynamics of canonical activation of heterotrimeric G proteins by the seven-transmembrane G protein-coupled receptors (GPCRs) have been illustrated in detail. However, emerging studies during the past decade have started to shed light on how the same G proteins may also be accessed and modulated by a diverse family of receptors that are not conventional GPCRs. Can we learn about common themes and variations in how cells assemble these atypical GPCRs?


Assuntos
Proteínas Heterotriméricas de Ligação ao GTP , Transdução de Sinais , Proteínas Heterotriméricas de Ligação ao GTP/metabolismo , Receptores Acoplados a Proteínas G/metabolismo
4.
Curr Stem Cell Res Ther ; 15(2): 111-134, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31682212

RESUMO

Angiogenesis plays a central role in human physiology from reproduction and fetal development to wound healing and tissue repair/regeneration. Clinically relevant therapies are needed for promoting angiogenesis in order to supply oxygen and nutrients after transplantation, thus relieving the symptoms of ischemia. Increase in angiogenesis can lead to the restoration of damaged tissues, thereby leading the way for successful tissue regeneration. Tissue regeneration is a broad field that has shown the convergence of various interdisciplinary fields, wherein living cells in conjugation with biomaterials have been tried and tested on to the human body. Although there is a prevalence of various approaches that hypothesize enhanced tissue regeneration via angiogenesis, none of them have been successful in gaining clinical relevance. Hence, the current review summarizes the recent cell-based and cell free (exosomes, extracellular vesicles, micro-RNAs) therapies, gene and biomaterial-based approaches that have been used for angiogenesis-mediated tissue regeneration and have been applied in treating disease models like ischemic heart, brain stroke, bone defects and corneal defects. This review also puts forward a concise report of the pre-clinical and clinical studies that have been performed so far; thereby presenting the credible impact of the development of biomaterials and their 3D concepts in the field of tissue engineering and regeneration, which would lead to the probable ways for heralding the successful future of angiogenesis-mediated approaches in the greater perspective of tissue engineering and regenerative medicine.


Assuntos
Neovascularização Fisiológica/fisiologia , Medicina Regenerativa/tendências , Engenharia Tecidual/tendências , Animais , Materiais Biocompatíveis/química , Materiais Biocompatíveis/uso terapêutico , História do Século XXI , Humanos , Regeneração/fisiologia , Medicina Regenerativa/história , Medicina Regenerativa/métodos , Engenharia Tecidual/história , Engenharia Tecidual/métodos , Resultado do Tratamento , Cicatrização/fisiologia
5.
Cell Tissue Res ; 377(2): 125-151, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31065801

RESUMO

Axonal regeneration and formation of tripartite (axo-glial) junctions at damaged sites is a prerequisite for early repair of injured spinal cord. Transplantation of stem cells at such sites of damage which can generate both neuronal and glial population has gained impact in terms of recuperation upon infliction with spinal cord injury. In spite of the fact that a copious number of pre-clinical studies using different stem/progenitor cells have shown promising results at acute and subacute stages, at the chronic stages of injury their recovery rates have shown a drastic decline. Therefore, developing novel therapeutic strategies are the need of the hour in order to assuage secondary morbidity and effectuate improvement of the spinal cord injury (SCI)-afflicted patients' quality of life. The present review aims at providing an overview of the current treatment strategies and also gives an insight into the potential cell-based therapies for the treatment of SCI.


Assuntos
Células-Tronco Neurais/transplante , Traumatismos da Medula Espinal/fisiopatologia , Traumatismos da Medula Espinal/terapia , Medula Espinal/fisiopatologia , Animais , Humanos , Recuperação de Função Fisiológica , Regeneração da Medula Espinal
6.
Curr Diabetes Rev ; 16(1): 84-94, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30686248

RESUMO

BACKGROUND: The Fat mass and obesity-associated gene (FTO) and its involvement in weight gain and obesity is well-known. However, no reports have been published on the Indian population regarding the relationship between single nucleotide polymorphisms (SNPs) in its intronic region and obesity. The aim of this pilot study was to evaluate the frequency and association of SNPs in intron-1 of the FTO gene in obese and overweight Indian adults. METHODS: This study group consisted of 80 adults, aged 23.5 ± 8.9 yr, with a mean BMI of 28.8 ± 6.2 kg/m2. Genomic DNA was isolated, exons1-3 & intron1 of FTO were amplified using polymerase chain reaction and sequenced by ABI sequencing detection system. The reported SNPs rs1420185, rs8050136, rs1121980 and rs55872725 were checked for their presence or absence in this group of the adult Indian population. RESULTS: No mutations were found in the exonic sequence of FTO, however, the association of rs1420185, rs8050136, rs1121980 and rs55872725 SNPs was identified in this population. The genotypic frequency at FTO rs8050136 was 32.2% for C>A, at rs55872725 it was 45.7% for C>T, at rs1420185 it was 27.1% for T>C and at rs1121980 it was 30.5% for G>A. All four SNPs in combination were observed in 6 participants (10.2%), all of whom were found to be either obese or overweight. CONCLUSION: These findings indicate that Indians with these SNPs are most likely to be at increased risk of obesity.


Assuntos
Dioxigenase FTO Dependente de alfa-Cetoglutarato , Predisposição Genética para Doença , Obesidade , Polimorfismo de Nucleotídeo Único , Adolescente , Adulto , Dioxigenase FTO Dependente de alfa-Cetoglutarato/genética , Índice de Massa Corporal , Humanos , Índia , Íntrons , Obesidade/genética , Sobrepeso/genética , Projetos Piloto , Proteínas , Adulto Jovem
7.
Stem Cell Rev Rep ; 14(4): 558-573, 2018 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-29651609

RESUMO

Hypoxia-reperfusion (H/R) emblems a plethora of pathological conditions which is potent in contributing to the adversities encountered by human mesenchymal stem cells (hMSCs) in post-transplant microenvironment, resulting in transplant failure. D-Alanine 2, Leucine 5 Enkephaline (DADLE)-mediated delta opioid receptor (DOR) activation is well-known for its recuperative properties in different cell types like neuronal and cardiomyocytes. In the current study its effectiveness in assuaging hMSC mortality under H/R-like insult has been delineated. The CoCl2 mimicked H/R conditions in vitro was investigated upon DOR activation, mediated via DADLE. hMSCs loss of viability, reactive oxygen species (ROS) production, inflammatory responses and disconcerted unfolded protein response (UPR) were assessed using AnnexinV/PI flow cytometry, fluorescence imaging, mitochondrial complex 1 assay, quantitative PCR, immunoblot analysis and ELISA. H/R like stress induced apoptosis of hMSCs was significantly mitigated by DADLE via modulation of the apoptotic regulators (Bcl-2/Bax) along with significant curtailment of ROS and mitochondrial complex 1 activity. DADLE concomitantly repressed the misfolded protein aggregation, alongside the major UPR sensors: PERK/BiP/IRE-1α /ATF-6, evoked due to the H/R mimicked endoplasmic reticulum stress. Undermined phosphorylation of the Akt signalling pathway was observed, which concerted its effect onto regulating both the pro and anti-inflammatory cytokines, actuated as a response to the H/R-like insult. The effects of DADLE were subdued by naltrindole (specific DOR antagonist) reaffirming the involvement of DOR in the process. Taken together these results promulgate the role of DADLE-induced DOR activation on improved hMSC survival, which signifies the plausible implications of DOR-activation in cell-transplantation therapies and tissue engineering aspect.


Assuntos
Apoptose/efeitos dos fármacos , Leucina Encefalina-2-Alanina/farmacologia , Mediadores da Inflamação/metabolismo , Células-Tronco Mesenquimais/efeitos dos fármacos , Espécies Reativas de Oxigênio/metabolismo , Resposta a Proteínas não Dobradas/efeitos dos fármacos , Animais , Proteínas Reguladoras de Apoptose/genética , Proteínas Reguladoras de Apoptose/metabolismo , Hipóxia Celular , Sobrevivência Celular/efeitos dos fármacos , Células Cultivadas , Regulação para Baixo , Expressão Gênica/efeitos dos fármacos , Humanos , Células-Tronco Mesenquimais/citologia , Células-Tronco Mesenquimais/metabolismo , Camundongos , Proteínas Proto-Oncogênicas c-bcl-2/genética , Proteínas Proto-Oncogênicas c-bcl-2/metabolismo , Células RAW 264.7 , Receptores Opioides delta/metabolismo
8.
Cell Reprogram ; 19(6): 372-383, 2017 12.
Artigo em Inglês | MEDLINE | ID: mdl-29035086

RESUMO

Although neural stem cells (NSCs) have potential applications in treating neurological disorders, much still needs to be understood about the differentiation biology for their successful clinical translation. In this study, we aimed at deriving NSCs from human umbilical cord blood-derived mesenchymal stem cells (hUCB-MSCs) and explored the role of Notch signaling in the differentiation process. The hUCB-MSCs were characterized as per guidelines of the International Society of Cellular Therapy. NSCs were successfully generated from hUCB-MSCs by using epidermal and fibroblast growth factors under serum-free conditions. The expression of NSC markers (Nestin and Musashi-1) in the neurospheres generated from hUCB-MSCs in the presence or absence of N-[N-(3,5-difluorophenacetyl)-l-alanyl]-S-phenylglycine t-butyl ester (DAPT; Notch inhibitor) was immuno-phenotypically characterized by using immunofluorescence. DAPT showed significant (*p < 0.05) downregulated expression of the NSC markers-Nestin and SOX2-at different time points (6 hours, 12 hours, 24 hours, 36 hours, and 5 days) post-treatment. In addition, Mushashi-1 (NSC marker) expression in NSCs was also inhibited after DAPT treatment, which signifies that the process is Notch dependent. These data were further correlated with formation of a reduced average number of neurospheres derived from hUCB-MSCs (2 colonies vs. 11 colonies/field of view) in the presence of DAPT compared with the control (without DAPT). The expression of Notch target genes in NSC cultures (Notch intracellular domain [NICD], HES1, and HES5) was also significantly downregulated after DAPT treatment. In the presence of DAPT, the markers for neuronal (MAP2, NEFH); and glial (GFAP, GLUL, and MBP) lineages were significantly downregulated as seen via immunofluorescence and quantitative polymerase chain reaction, indicating the role of Notch in the tri-differentiation mechanism of NSCs as well. In addition, Notch signaling inhibition induced higher cell death during the lineage commitment of NSCs as measured 3 days (16.9% vs. 8.9%) and 6 days (42.9% vs. 20.8%) postinduction. These results suggest that the efficient derivation of NSCs and their subsequent lineage commitment from hUCB-MSCs requires the Notch signaling pathway.


Assuntos
Autorrenovação Celular/efeitos dos fármacos , Dipeptídeos/farmacologia , Sangue Fetal/citologia , Células-Tronco Neurais/citologia , Receptores Notch/metabolismo , Diferenciação Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Células Cultivadas , Sangue Fetal/efeitos dos fármacos , Sangue Fetal/metabolismo , Regulação da Expressão Gênica no Desenvolvimento/efeitos dos fármacos , Humanos , Células-Tronco Mesenquimais/citologia , Células-Tronco Mesenquimais/efeitos dos fármacos , Células-Tronco Mesenquimais/metabolismo , Células-Tronco Neurais/efeitos dos fármacos , Células-Tronco Neurais/metabolismo , Receptores Notch/genética , Transdução de Sinais/efeitos dos fármacos
9.
Stem Cell Res ; 22: 20-28, 2017 07.
Artigo em Inglês | MEDLINE | ID: mdl-28558327

RESUMO

Human mesenchymal stem cells (hMSCs) although being potent in repairing injured or ischemic tissues, their success regarding tissue-regenerative approaches are hindered by the paucity in their viability. The elevated levels of reactive oxygen species (ROS) in damaged sites provoke the pernicious effects of donor MSC survival. In the present study, the effect of delta-opioid receptor (DOR) activation on human umbilical cord-blood borne fibroblasts (hUCB-BFs) survival under oxidative stress (H2O2) was evaluated. Oxidative stress which is known to trigger pathological conditions of the unfolded protein response (UPR) leads to endoplasmic reticulum stress. Upon its activation by D-Alanine 2, Leucine 5 Enkephaline (DADLE, selective DOR agonist) in hUCB-BFs under oxidative stress, a significant down regulation (~2 folds) of key UPR genes was observed as determined by qPCR, Thioflavin-T protein aggregation assay and western blot analysis. Concomitantly, the oxidative stress-mediated cell-death was ameliorated and the viable-cells' percentage was enhanced following DOR activation. The intracellular ROS production upon H2O2 treatment as determined by CM-H2DCFDA staining was repressed, the anti-apoptotic marker Bcl-2 was upregulated along with a significant suppression in the expression levels of pro-apoptotic proteins Bax and Bad upon DOR activation. Upon subsequent treatment with naltrindole, the effects of DADLE-induced cytoprotection were reverted significantly. These results propound the role of DADLE-mediated DOR-activation on improvement of the viability, which might succour successful hUCB-BFs transplants and greatly absolve the inefficacy of tissue-specific engineered transplants.


Assuntos
Leucina Encefalina-2-Alanina/metabolismo , Células-Tronco Mesenquimais/fisiologia , Estresse Oxidativo/fisiologia , Receptores Opioides delta/metabolismo , Resposta a Proteínas não Dobradas/fisiologia , Apoptose/fisiologia , Sobrevivência Celular/fisiologia , Regulação para Baixo , Estresse do Retículo Endoplasmático/fisiologia , Sangue Fetal/citologia , Humanos , Células-Tronco Mesenquimais/citologia , Células-Tronco Mesenquimais/metabolismo , Espécies Reativas de Oxigênio/metabolismo , Receptores Opioides delta/genética , Resposta a Proteínas não Dobradas/genética
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