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1.
Mol Divers ; 2024 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-38955977

RESUMO

Alpha-fetoprotein (AFP) is a glycoprotein primarily expressed during embryogenesis, with declining levels postnatally. Elevated AFP levels correlate with pathological conditions such as liver fibrosis, cirrhosis, and hepatocellular carcinoma (HCC). Recent investigations underscore AFP's intracellular role in HCC progression, wherein it forms complexes with proteins like Phosphatase and tensin homolog (PTEN), Caspase 3 (CASP3), and Retinoic acid receptors and Retinoid X receptors (RAR/RXR). RAR and RXR regulate gene expression linked to cell death and tumorigenesis in normal physiology. AFP impedes RAR/RXR dimerization, nuclear translocation, and function, promoting gene expression favoring cancer progression in HCC that provoked us to target AFP as a drug candidate. Despite extensive studies, inhibitors targeting AFP to disrupt complex formation and activities remain scarce. In this study, employing protein-protein docking, amino acid residues involved in AFP-RARß interaction were identified, guiding the definition of AFP's active site for potential inhibitor screening. Currently, kinase inhibitors play a significant role in cancer treatment and, the present study explores the potential of repurposing FDA-approved protein kinase inhibitors to target AFP. Molecular docking with kinase inhibitors revealed Lapatinib as a candidate drug of the AFP-RARß complex. Molecular dynamics simulations and binding energy calculations, employing Mechanic/Poisson-Boltzmann Surface Area (MM-PBSA), confirmed Lapatinib's stability with AFP. The study suggests Lapatinib's potential in disrupting the AFP-RARß complex, providing a promising avenue for treating molecularly stratified AFP-positive HCC or its early stages.

2.
Dev Biol ; 459(2): 87-99, 2020 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-31770521

RESUMO

Insulin, a highly conserved peptide hormone, links nutrient availability to metabolism and growth in animals. In fed states insulin levels remain high and in animals that are food deprived insulin signalling drops. Here, we report that in Drosophila, feeding elicited by short periods of starvation is dependent on insulin signalling. The activity of insulin signalling pathway in the abdominal fatbody aids in feeding during short periods of starvation. A feedback regulatory signalling that involves cells that express the Drosophila hunger hormone short-neuropeptide-F (sNPF) and insulin-producing cells sustain the orexigenic function of insulin. Furthermore, the orexigenic phase of insulin activity aids in the efficient management of nutrient stores and survival of flies during starvation.


Assuntos
Drosophila/metabolismo , Comportamento Alimentar/fisiologia , Fome/fisiologia , Insulina/metabolismo , Transdução de Sinais/genética , Animais , Encéfalo/metabolismo , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Ingestão de Alimentos/genética , Metabolismo Energético/genética , Células Secretoras de Insulina/metabolismo , Masculino , Neurônios/metabolismo , Neuropeptídeos/genética , Neuropeptídeos/metabolismo , Interferência de RNA , Inanição/genética , Inanição/metabolismo
3.
OMICS ; 28(4): 165-169, 2024 04.
Artigo em Inglês | MEDLINE | ID: mdl-38588572

RESUMO

This concise review and analysis offers an initial unpacking of a previously under-recognized issue within the microRNA research and communications field regarding the inadvertent use of "has" instead of "hsa" in article titles in the microRNA nomenclature. This subtle change, often the result of grammar auto correction tools, introduces considerable ambiguity and confusion among readers and researchers in reporting of microRNA-related discoveries. The impact of this issue cannot be underestimated, as precise and consistent nomenclature is vital for science communication and computational retrieval of relevant scientific literature and to advance science and innovation. We suggest that the recognition and correction of these often inadvertent "hsa" to "has" substitution errors are timely and important so as to ensure a higher level of accuracy throughout the writing and publication process in the microRNA field in particular. Doing so will also contribute to clarity and consistency in the field of microRNA research, ultimately improving scientific veracity, communication, and progress.


Assuntos
MicroRNAs , Terminologia como Assunto , MicroRNAs/genética , Humanos , Biologia Computacional/métodos
4.
OMICS ; 28(6): 280-290, 2024 06.
Artigo em Inglês | MEDLINE | ID: mdl-38818956

RESUMO

Hepatitis B virus (HBV) infection has been causally linked to hepatocellular carcinoma (HCC) in more than 50% cases. MicroRNAs (miRNAs) play cross-cutting mechanistic roles in the complex interplay between viral pathogenesis, host survival, and clinical outcomes. The present study set out to identify etiologically significant human miRNAs associated with HBV infection in liver-related pathologies leading to HCC. In diverse tissue types, we assembled 573 miRNAs differentially expressed in HBV-associated liver pathologies, HBV infection, fibrosis, cirrhosis, acute on chronic liver failure, and HCC. Importantly, 43 human differentially expressed miRNAs (hDEmiRs) were regulated in serum/plasma and liver tissue of patients with HBV-positive conditions. However, only two hDEmiRs, hsa-miR-21-5p and hsa-miR-143-3p, were regulated across all disease conditions. To shortlist the functional miRNAs in HBV-induced HCC pathogenesis, a reverse bioinformatics analysis was performed using eight GEO datasets and the TCGA database containing the list of differentially regulated mRNAs in HCC. A comparative study using these data with the identified targets of hDEmiRs, a set of unidirectionally regulated hDEmiRs with the potential to modulate mRNAs in HCC, were found. Moreover, our study identified five miRNAs; hsa-miR-98-5p, hsa-miR-193b-3p, hsa-miR-142-5p, hsa-miR-522-5p, and hsa-miR-370-3p targeting PIGC, KNTC1, CSTF2, SLC41A2, and RAB17, respectively, in HCC. These hDEmiRs and their targets could be pivotal in HBV infection and subsequent liver pathologies modulating HCC clinical progression. HBV infection is the largest contributor to HCC, and the present study comprises the first of its kind compendium of hDEmiRs related to HBV-related pathologies.


Assuntos
Carcinoma Hepatocelular , Regulação Neoplásica da Expressão Gênica , Vírus da Hepatite B , Neoplasias Hepáticas , MicroRNAs , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/virologia , Carcinoma Hepatocelular/etiologia , MicroRNAs/genética , Humanos , Neoplasias Hepáticas/virologia , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/etiologia , Vírus da Hepatite B/genética , Vírus da Hepatite B/patogenicidade , Hepatite B/virologia , Hepatite B/complicações , Hepatite B/genética , Perfilação da Expressão Gênica/métodos , Biologia Computacional/métodos
5.
OMICS ; 28(5): 213-233, 2024 05.
Artigo em Inglês | MEDLINE | ID: mdl-38752932

RESUMO

MicroRNAs (miRNAs) have emerged as a prominent layer of regulation of gene expression. This article offers the salient and current aspects of machine learning (ML) tools and approaches from genome to phenome in miRNA research. First, we underline that the complexity in the analysis of miRNA function ranges from their modes of biogenesis to the target diversity in diverse biological conditions. Therefore, it is imperative to first ascertain the miRNA coding potential of genomes and understand the regulatory mechanisms of their expression. This knowledge enables the efficient classification of miRNA precursors and the identification of their mature forms and respective target genes. Second, and because one miRNA can target multiple mRNAs and vice versa, another challenge is the assessment of the miRNA-mRNA target interaction network. Furthermore, long-noncoding RNA (lncRNA)and circular RNAs (circRNAs) also contribute to this complexity. ML has been used to tackle these challenges at the high-dimensional data level. The present expert review covers more than 100 tools adopting various ML approaches pertaining to, for example, (1) miRNA promoter prediction, (2) precursor classification, (3) mature miRNA prediction, (4) miRNA target prediction, (5) miRNA- lncRNA and miRNA-circRNA interactions, (6) miRNA-mRNA expression profiling, (7) miRNA regulatory module detection, (8) miRNA-disease association, and (9) miRNA essentiality prediction. Taken together, we unpack, critically examine, and highlight the cutting-edge synergy of ML approaches and miRNA research so as to develop a dynamic and microlevel understanding of human health and diseases.


Assuntos
Aprendizado de Máquina , MicroRNAs , MicroRNAs/genética , Humanos , Biologia Computacional/métodos , Redes Reguladoras de Genes , Regulação da Expressão Gênica , Fenótipo , RNA Longo não Codificante/genética , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Perfilação da Expressão Gênica/métodos
6.
OMICS ; 27(12): 581-597, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38064540

RESUMO

Hepatitis B virus (HBV) is an enveloped, hepatotropic, noncytopathic virus with a partially double-stranded DNA genome. It infects hepatocytes and is associated with progression to liver fibrosis and cirrhosis, culminating in hepatocellular carcinoma (HCC), accounting for 55% of total HCC cases. MicroRNAs (miRNAs) regulated by HBV play an important role in these pathologies. Mapping the miRNAs responsive to HBV and HBV-specific proteins, including HBV X protein (HBx) that harbor the majority of HBV-human protein interactions, could aid accelerate the diagnostics and therapeutics innovation against the infection and associated diseases. With this in mind, we used a unique annotation strategy whereby we first amassed 362 mature HBV responsive-human Differentially Expressed miRNAs (HBV-hDEmiRs). The core experimentally-validated messenger RNA targets of the HBV-hDEmiRs were mostly associated with viral infections and hepatic inflammation processes. Moreover, our annotation strategy enabled the characterization of HBx-dependent/independent HBV-hDEmiRs as a tool for evaluation of the impact of HBx as a therapeutic target. Bioinformatics analysis of the HBV-human protein-protein interactome revealed new insights into the transcriptional regulatory network of the HBV-hDEmiRs. We performed a comparative analysis of data on miRNAs gathered from HBV infected cell line studies and from tissue studies of fibrosis, cirrhosis, and HCC. Accordingly, we propose hsa-miR-15a-5p that is downregulated by multiple HBV proteins, including HBx, as a potential biomarker of HBV infection, and its progression to HCC. In all, this study underscores (1) the complexity of miRNA regulation in response to HBV infection and its progression into other liver pathologies and (2) provides a regulatory map of HBV-hDEmiRs and the underlying mechanisms modulating their expression through a cross talk between HBV viral proteins and human transcription factors.


Assuntos
Carcinoma Hepatocelular , Hepatite B , Neoplasias Hepáticas , MicroRNAs , Humanos , MicroRNAs/genética , MicroRNAs/metabolismo , Vírus da Hepatite B/genética , Vírus da Hepatite B/metabolismo , Carcinoma Hepatocelular/metabolismo , Neoplasias Hepáticas/metabolismo , Hepatócitos/metabolismo , Hepatite B/genética , Regulação Neoplásica da Expressão Gênica , Cirrose Hepática/genética , Cirrose Hepática/metabolismo
7.
J Biomol Struct Dyn ; : 1-17, 2023 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-37870072

RESUMO

Cabbage, a leafy vegetable that is widely consumed across the globe, holds a significant place within the Brassica family. For almost a century, its potential anti-thyroid effects have captured attention. The presence of compounds such as thiocyanate and goitrin in cabbage has been extensively investigated for their ability to impede sodium-iodide symporter and thyroid peroxidase (TPO) activities. The present study is focused on uncovering the active constituents in cabbage that could interact with TPO, while also examining their stability under cooking temperatures. Employing molecular docking and molecular dynamic simulation techniques, we quantified the binding strength of phytochemicals present in cabbage with the target. Out of the 60 compounds identified in cabbage leaves, only 18 exhibited docking scores surpassing those of the commercially available anti-thyroid drug, methimazole. These chosen compounds were studied for binding free energy and pharmacokinetic properties. A specific compound, gamma-Terpinene, classified as a monoterpene, emerged as noteworthy due to its alignment with all criteria and the highest observed binding free energy compared to others. Furthermore, we explored the stability of gamma-Terpinene at 373.15K (cooking temperature) and observed its susceptibility to degradation. This might contribute to the relatively diminished anti-thyroid effects of cabbage when consumed in cooked form. Consequently, our findings suggest that the consumption of cooked cabbage could be more conducive to maintaining normal thyroid function, as opposed to its raw counterpart.Communicated by Ramaswamy H. Sarma.

8.
PLoS One ; 16(2): e0247175, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33606785

RESUMO

Insulin plays a major role in connecting nutrient availability to energy homeostasis by regulating metabolic pathways. Defects in insulin signalling is the primary cause for diabetes, obesity and various metabolic disorders. Nutritional status during growth and developmental stages play a crucial role in determining adult size, fecundity and ageing. However, the association between developmental nutrition and adult metabolic disorders has not been fully explored. Here, we address the effects of nutrient status during the larval growth phase on adult metabolism in Drosophila. We report that restricted food supply in larvae led to higher fat reserves and starvation resistance in mature adult flies, which we attribute to low insulin signalling. A lesser amount of stored fat was mobilised during early adult stages and during acute starvation, which accounts for the metabolic effects. Furthermore, larval diet influenced the expression of fat mobilisation genes brummer and lipid storage droplet-2 in adult flies, which led to the metabolic phenotypes reported here. Thus, the restricted nutrient environment in developing larvae led to adaptive changes that entrain the adult flies for scarce food availability.


Assuntos
Dieta , Drosophila/crescimento & desenvolvimento , Corpo Adiposo/metabolismo , Animais , Drosophila/metabolismo , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Insulina/metabolismo , Larva/crescimento & desenvolvimento , Larva/metabolismo , Lipase/genética , Lipase/metabolismo , Metabolismo dos Lipídeos/genética , Fenótipo , Transdução de Sinais/genética , Inanição
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