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1.
Ann Med ; 55(1): 533-542, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-36745515

RESUMO

BACKGROUND: The increasing prevalence of diabetic ketoacidosis (DKA) related admissions poses a significant burden on the healthcare systems globally. However, data regarding the predictors of healthcare resource utilization in DKA is limited and inconsistent. This study aimed to identify key predictors of hospital length of stay (LOS), readmission and recurrent DKA episodes. METHODS: We undertook a retrospective cross-sectional analysis of all DKA admissions from 2015 to 2021 across four hospitals in Qatar. The primary outcomes were the length of stay (LOS), 90-day readmission and 6-month and 1-year DKA recurrence. RESULTS: We included 922 patients with a median age of 35 years (25-45). 62% were males with type-1 diabetes-mellitus (T1DM) and type-2 DM (T2DM), present in 52% and 48% of patients. The median LOS was 2.6 days (IQR 1.1-4.8), and the median DKA resolution time was 18 h (10.5-29). Male-gender, new-onset DM, higher Charlson Comorbidity Index (CCI), lower haemoglobin, sodium and potassium, higher urea, longer DKA duration and MICU admission predicted a longer LOS in a multivariate regression analysis. None of the factors were significantly associated with 90-day readmission. Patients with pre-existing T1DM were more likely to have a six-month DKA recurrence than pre-existing T2DM. Patients with a 6-month DKA recurrence, female gender and T1DM had higher odds of 12-month recurrence, whereas a consult with a diabetes educator at the index admission was associated with decreased odds of recurrence. CONCLUSIONS/INTERPRETATION: This is the most extensive study from the Middle-East region reporting on LOS, readmissions and the recurrence of DKA. Results from this study with a diverse population may be valuable for physicians and healthcare systems to decrease the diabetes-related healthcare burden in DKA patients.


Assuntos
Diabetes Mellitus Tipo 1 , Diabetes Mellitus Tipo 2 , Cetoacidose Diabética , Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Tempo de Internação , Cetoacidose Diabética/epidemiologia , Cetoacidose Diabética/terapia , Cetoacidose Diabética/complicações , Readmissão do Paciente , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 1/epidemiologia , Diabetes Mellitus Tipo 1/terapia , Estudos Retrospectivos , Estudos Transversais , Diabetes Mellitus Tipo 2/complicações , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/terapia
2.
Appl Microbiol Biotechnol ; 107(1): 111-123, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36441209

RESUMO

Silver nanoparticles (AgNPs) have various applications in the biomedical field and are considered excellent microbicidal agents. Moreover, biological synthesis of AgNPs using medicinal plants further improves the medicinal applicability of these plants. In this study, the aqueous extract of Alocasia odora rhizome (RE) and Alocasia odora stem (SE) were used to synthesize stem aqueous extract-AgNPs (SNP) and rhizome aqueous extract-AgNPs (RNP). Furthermore, RNP and SNP were evaluated for their virucidal potential. The synthesis of SNP and RNP was monitored using a UV spectrophotometer by observing their surface plasmon resonance peak. In addition, scanning electron microscopy (SEM) gave further insight into their morphology and particle size, whereas energy-dispersive X-ray spectroscopy (EDX) confirmed the presence of silver ions. Interestingly, Fourier-transform infrared spectroscopy (FTIR) analysis of AgNPs revealed that phytomolecules acted as capping and stabilizing agents for SNP and RNP. The in vitro cytotoxicity of SNP and RNP was further analyzed using MTT assay on the U87-MG human glioblastoma cancer cell line and SNP found to be the most cytotoxic (43.40 µg/ml) among all. Besides that, SNP has also found to show the maximum cytopathic effects (CPE) against dengue virus type 2 (DENV-2) on Huh-7 cell line. As a result of the observations, it can be concluded that they can become a promising antiviral drug candidate and thus merit further testing. KEY POINTS: • AgNPs were successfully synthesized through Alocasia odora aqueous extract. • AgNPs were more cytotoxic on the U87-MG cell line than the extract alone. • AgNPs have shown significant reduction in the dengue viral infection than the extract alone.


Assuntos
Alocasia , Nanopartículas Metálicas , Humanos , Prata/farmacologia , Prata/química , Nanopartículas Metálicas/química , Extratos Vegetais/farmacologia , Extratos Vegetais/química , Tamanho da Partícula , Espectroscopia de Infravermelho com Transformada de Fourier , Antibacterianos/química
3.
PLoS One ; 17(9): e0274904, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36126070

RESUMO

Obesity is highly polygenic disease where several genetic variants have been reportedly associated with obesity in different ethnicities of the world. In the current study, we identified the obesity risk or protective association and BMI raising effect of the minor allele of adiponectin, C1Q and collagen domain containing (ADIPOQ), cholesteryl ester transfer protein (CEPT), FTO alpha-ketoglutarate dependent dioxygenase (FTO), leptin (LEP), and leptin receptor (LEPR) genes in a large cohort stratified into four BMI-based body weight categories i.e., normal weight, lean, over-weight, and obese. Based on selected candidate genetic markers, the genotyping of all study subjects was performed by PCR assays, and genotypes and allele frequencies were calculated. The minor allele frequencies (MAFs) of all genetic markers were computed for total and BMI-based body weight categories and compared with MAFs of global and South Asian (SAS) populations. Genetic associations of variants with obesity risk were calculated and BMI raising effect per copy of the minor allele were estimated. The genetic variants with higher MAFs in obese BMI group were; rs2241766 (G = 0.43), rs17817449 (G = 0.54), rs9939609 (A = 0.51), rs1421085 (C = 0.53), rs1558902 (A = 0.63), and rs1137101 (G = 0.64) respectively. All these variants were significantly associated with obesity (OR = 1.03-4.42) and showed a high BMI raising effect (ß = 0.239-0.31 Kg/m2) per copy of the risk allele. In contrast, the MAFs of three variants were higher in lean-normal BMI groups; rs3764261 A = 0.38, rs9941349 T = 0.43, and rs7799039 G = 0.40-0.43). These variants showed obesity protective associations (OR = 0.68-0.76), and a BMI lowering effect per copy of the protective allele (ß = -0.103-0.155 Kg/m2). The rs3764261 variant also showed significant and positive association with lean body mass (OR = 2.38, CI = 1.30-4.34). Overall, we report six genetic variants of ADIPOQ, FTO and LEPR genes as obesity-risk markers and a CETP gene variant as lean mass/obesity protective marker in studied Pakistani cohort.


Assuntos
Dioxigenases , Leptina , Adiponectina/genética , Dioxigenase FTO Dependente de alfa-Cetoglutarato/genética , Índice de Massa Corporal , Peso Corporal/genética , Proteínas de Transferência de Ésteres de Colesterol/genética , Complemento C1q/genética , Dioxigenases/genética , Marcadores Genéticos , Humanos , Ácidos Cetoglutáricos , Leptina/genética , Obesidade/genética , Polimorfismo de Nucleotídeo Único , Receptores para Leptina/genética
4.
Toxicol In Vitro ; 83: 105422, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35738543

RESUMO

Lead (Pb) is ubiquitous in environment that accumulates in teeth and calcified tissues from where it releases gradually with aging and adversely affects dental health. This study aimed to determine the effect of Pb exposure on odontogenic differentiation potential of isolated human dental pulp stem cells and investigate the possible underlying epigenetic factors. In the absence of Pb exposure, stem cells displayed significant odontogenic markers including elevated Alkaline Phosphatase (ALP) activity, Alizarin red staining intensity, and increased expression of odontogenic DMP1 and DSPP genes. Exposure to 60 µM Pb resulted in reduced ALP activity and calcium deposition. Also, diminished expression of RUNX2, DMP1, and DSPP, as well as Wnt signaling mediators including WNT1, and ß-catenin were detected. The expression of Wnt signaling related microRNAs, miRNA-139-5p and miRNA-142-3p, on the other hand, were shown to have a significant increase. We concluded that Pb could adversely affect the odontogenic differentiation potential of dental pulp stem cell. The underlying mechanism might related to Pb-induced epigenetic dysregulation of WNT1/ß-catenin pathway-related miRNAs leading to down-regulation of Wnt/ß-catenin related odontogenic genes and eventually impaired odontogenic differentiation process.


Assuntos
Chumbo , MicroRNAs , Células-Tronco , Via de Sinalização Wnt , beta Catenina , Diferenciação Celular , Células Cultivadas , Polpa Dentária/metabolismo , Humanos , Chumbo/efeitos adversos , MicroRNAs/genética , MicroRNAs/metabolismo , Células-Tronco/metabolismo , beta Catenina/genética , beta Catenina/metabolismo
5.
PLoS One ; 17(5): e0259727, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35594248

RESUMO

BACKGROUND & AIMS: Major HCV infections lead to chronic hepatitis, which results in progressive liver disease including fibrosis, cirrhosis and eventually hepatocellular carcinoma (HCC). P2X4 and P2X7 are most widely distributed receptors on hepatocytes. METHODS: Full length P2X4 (1.7kb) (Rattus norvegicus) was sub cloned in mammalian expression vector pcDNA3.1+. Two stable cell lines 293T/P2X4 (experimental) and 293T/ NV or null vector (control) were established. Both cell lines were inoculated with high viral titers human HCV sera and control human sera. Successfully infected cells harvested on day 5 and day 9 of post infection were used for further studies. RESULTS: The results revealed a significant increase in gene expression of P2X4 on day 5 and day 9 Post -infection in cells infected with HCV sera compared with cells inoculated with control sera. Quantitative real time PCR analysis revealed that HO-1 was significantly upregulated in presence of P2X4 in HCV infected cells (P2X4/HCV) when compared with control NV/HCV cells. A significant decrease was observed in expression of Cu/ZnSOD in presence of P2X4 in HCV infected cells compared to control NV/HCV cells. However, expression of both antioxidants was observed unaltered in cells harvested on day 9 post infection. Gene expression of angiotensin II significantly increased in HCV infected cells in presence of P2X4 on day 5 and day 9 of post infection when compared with control NV/HCV cells. A significant increase in gene expression of TNF-α and TGF-ß was observed in HCV infected cells in presence of P2X4 on day 9 post infection in comparison with control (NV/HCV cells). However, gene expression of adipokine leptin was not affected in both experimental (P2X4/HCV) and control (NV/HCV) groups on day 5 and day 9 of post infection. Extracellular matrix proteins, laminin and elastin genes expression also significantly increased in presence of P2X4 (HCV/P2X4) on day 9 of post-infection compared to control group NV/HCV cells. CONCLUSION: In conclusion, these findings constitute the evidence that P2X4 receptors in the presence of HCV play a significant role in the regulation of key antioxidant enzymes (HO-1, Cu/ZnSOD), in the induction of proinflammatory. cytokine (TNF-α), profibrotic cytokine (TGF-ß) vasoactive cytokine (angiotensin II). P2X4 also increases the expression of extracellular matrix proteins (laminin and elastin) in the presence of HCV.


Assuntos
Hepatite C , Receptores Purinérgicos P2X4 , Angiotensina II/metabolismo , Animais , Antioxidantes , Carcinoma Hepatocelular/patologia , Citocinas/metabolismo , Elastina/metabolismo , Fibrose , Hepacivirus/genética , Hepacivirus/fisiologia , Hepatite C/metabolismo , Humanos , Laminina/metabolismo , Neoplasias Hepáticas/patologia , Ratos , Receptores Purinérgicos P2X4/metabolismo , Fator de Crescimento Transformador beta/metabolismo , Fator de Necrose Tumoral alfa/metabolismo
6.
J Biomol Struct Dyn ; 40(23): 12660-12673, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34551672

RESUMO

This study conducted an in-depth analysis combining computational and experimental verifications of the deleterious missense mutations associated with the SLC29A4 protein. The functional annotation of the non-synonymous single nucleotide polymorphism (nsSNPs), followed by structure-function analysis, revealed 13 single nucleotide polymorphisms (SNP) as the most damaging. Among these, six mutants P429T/S, L144S, M108V, N86H, and V79E, were predicted as structurally and functionally damaging by protein stability analysis. Also, these variants are located at evolutionary conserved regions, either buried, contributing to the structural damage, or exposed, causing functional changes in the protein. These mutants were further taken for molecular docking studies. When verified via experimental analysis, the SNPs M108V (rs149798710), N86H (rs151039853), and V79E (rs17854505) showed an association with type 2 diabetes mellitus (T2DM). Minor allele frequency for rs149798710 (A > G) was 0.23 in controls, 0.29 in metformin responders, 0.37 in metformin non-responder, for rs151039853 (A > C) was 0.21 in controls, 0.28 in metformin responders, 0.36 in metformin non-responder and for rs17854505 (T > A) was 0.20 in controls, 0.25 in metformin responders, 0.37 in metformin non-responder. Hence, this study concludes that SLC29A4 M108V (rs149798710), N86H (rs151039853), and V79E (rs17854505) polymorphisms were associated with the increased risk of T2DM as well as with the increased risk towards the failure of metformin therapeutic response in T2DM patients of Pakistan. Communicated by Ramaswamy H. Sarma.


Assuntos
Diabetes Mellitus Tipo 2 , Metformina , Humanos , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/tratamento farmacológico , Paquistão , Simulação de Acoplamento Molecular , Metformina/uso terapêutico , Polimorfismo de Nucleotídeo Único , Mutação de Sentido Incorreto , Proteínas de Transporte de Nucleosídeo Equilibrativas/genética
7.
Drug Res (Stuttg) ; 72(2): 109-118, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34788887

RESUMO

BACKGROUND: Aluminum phosphide (AlP) toxicity is associated with a high risk of death due to heart, liver, and kidney failure as the target organs. Phosphine gas released due to the ingestion is the main factor involved in the multi-organ failure with various mechanisms. Levosimendan (LEV) is a calcium sensitizer with a pleiotropic effect on multiple organs. This study aimed to investigate whether LEV can alleviate AlP-induced nephrotoxicity in the rat model. METHOD: Six groups included control group (almond oil only), sole LEV group (48 µg/kg), AlP group (LD50=10 µg/kg), and the poisoned groups treated with LEV at doses of 12, 24, and 48 µg/kg 30 min after AlP gavage. After 24 hours of treatment, serum and kidney samples were taken for biochemical and histopathological analyses. RESULT: Biochemical analysis of the AlP group showed that the activity of complexes I, II, and IV was significantly reduced, while the levels of lipid peroxidation (LPO) and reactive oxygen species (ROS), lactate, and myeloperoxidase (MPO) activity significantly increased. Also, AlP reduced live renal cells and elevated necrosis. However, the levels of serum creatinine and blood urea nitrogen were not affected by the poisoning. LEV co-treatment could increase mitochondrial complex activity and reduce MPO activity, LPO, ROS, and lactate levels. Additionally, the histopathological analysis showed the detrimental effects of AlP on kidney tissue, which was mitigated by LEV administration. CONCLUSION: Our findings showed that LEV can potentially improve oxidative stress, imbalance in the redox status, necrosis, and pathological injuries in kidney tissue following AlP-poisoning.


Assuntos
Coração , Estresse Oxidativo , Animais , Rim , Fosfinas , Ratos , Espécies Reativas de Oxigênio , Simendana
8.
World J Hepatol ; 13(11): 1653-1662, 2021 Nov 27.
Artigo em Inglês | MEDLINE | ID: mdl-34904035

RESUMO

With increasing morbidity and mortality from chronic liver disease and acute liver failure, the need for liver transplantation is on the rise. Most of these patients are extremely vulnerable to infections as they are immune-compromised and have other chronic co-morbid conditions. Despite the recent advances in practice and improvement in diagnostic surveillance and treatment modalities, a major portion of these patients continue to be affected by post-transplant infections. Of these, fungal infections are particularly notorious given their vague and insidious onset and are very challenging to diagnose. This mini-review aims to discuss the incidence of fungal infections following liver transplantation, the different fungi involved, the risk factors, which predispose these patients to such infections, associated diagnostic challenges, and the role of prophylaxis. The population at risk is increasingly old and frail, suffering from various other co-morbid conditions, and needs special attention. To improve care and to decrease the burden of such infections, we need to identify the at-risk population with more robust clinical and diagnostic parameters. A more robust global consensus and stringent guidelines are needed to fight against resistant microbes and maintain the longevity of current antimicrobial therapies.

9.
Molecules ; 26(21)2021 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-34771016

RESUMO

Arsenic (As) poisoning is widespread due to exposure to pollution. The toxic level of (As) causes oxidative stress-induced aging and tissue damage. Since melatonin (MLT) has anti-oxidant and anti-aging properties, we aimed to evaluate the protective effect of MLT against the toxicity of sodium arsenite (NaAsO2). Healthy male NMRI mice were divided into eight different groups. The control group received a standard regular diet. Other groups were treated with varying diets, including MLT alone, NaAsO2, and NaAsO2 plus MLT. After one month of treatment, biochemical and pathological tests were performed on blood, heart, and lung tissue samples. NaAsO2 increased the levels of TNF-α, 8-hydroxy-2-deoxy guanosine (8OHdG), malondialdehyde (MDA), reactive oxygen species (ROS), and high mobility group box 1 (HMGB1), increased the expression of TNF receptor type 1-associated death domain (TRADD) mRNA and telomerase reverse transcriptase, and decreased the expression of Klotho (KL) mRNA in both plasma and tissues. In contrast, MLT reduced MDA, ROS, HMGB1, lactate, and TNF-α enhanced the mRNA expression of KL, and suppressed the mRNA expression of the TERT and TRADD genes. Thus, MLT confers potent protection against NaAsO2- induced tissue injury and oxidative stress.


Assuntos
Envelhecimento/efeitos dos fármacos , Arsenitos/antagonistas & inibidores , Melatonina/farmacologia , Compostos de Sódio/antagonistas & inibidores , Animais , Arsenitos/farmacologia , Masculino , Camundongos , Compostos de Sódio/farmacologia
10.
Iran J Pharm Res ; 20(2): 370-382, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34567167

RESUMO

Wnt signaling plays a critical role during embryogenesis and is responsible for regulating the homeostasis of the adult stem cells and cells fate via a multitude of signaling pathways and associated transcription factors, receptors, effectors, and inhibitors. For this review, published articles were searched from PubMed Central, Embase, Medline, and Google Scholar. The search terms were Wnt, canonical, noncanonical, signaling pathway, ß - catenin, environment, and heavy metals. Published articles on Wnt signaling pathways and heavy metals as contributing factors for causing diseases via influencing Wnt signaling pathways were included. Wnt canonical or noncanonical signaling pathways are the key regulators of stem cell homeostasis that control many mechanisms. There is an adequate balance between ß - catenin dependent and independent Wnt signaling pathways and remain highly conserved throughout different development stages. Environmental heavy metal exposure may cause either inhibition or overexpression of any component of Wnt signaling pathways such as Wnt protein, transcription factors, receptors, ligands, or transducers to impede normal cellular function via negatively affecting Wnt signaling pathways. Environmental exposure to heavy metals potentially contributes to diseases via deregulated Wnt signaling pathways.

11.
Iran J Pharm Res ; 20(1): 216-253, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34400954

RESUMO

Personal care products (PCPs) are generally used for personal hygiene, cleaning, grooming, and beautification. These include hair and skin care products, baby care products, UV blocking creams, facial cleansers, insect repellents, perfumes, fragrances, soap, detergents, shampoos, conditioners, toothpaste, etc., thus exposing humans easily. Personal preferences related to PCPs usage frequency are highly variable and depend on socioeconomic status and lifestyle factors. The increasing availability and diversity of PCPs from the retailer outlets consequently result in higher loading of PCPs into wastewater systems and, therefore, the environment. These compounds persistently and continuously release biologically active and inactive ingredients in the atmosphere, biosphere, geosphere, and demonstrating adverse effects on human, wild, and marine life. Advanced techniques such as granular activated carbon filtration and algae-based system may help biotransformation and remove PCP contaminants from water with improved efficiency. Additionally, harmony among PCPs related regulations of different countries may encourage standard checks to control their manufacturing, sale, and distribution across the borders to ensure consumers' safety. Furthermore, all intended ingredients, their concentrations, and instructions for frequency of use as per age groups may be clearly labeled on packages of PCPs. In conclusion, the emerging environmental contaminants of PCPs and their association with the growing risks of negative effects on human health and globally on the environment emphasize the chemical-free simple lifestyle.

12.
Toxicol Mech Methods ; 31(9): 631-643, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34219611

RESUMO

Aluminum phosphide (AlP) causes serious poisoning in which severe cardiac suppression is the significant lethal consequence. According to evidence, levosimendan can exert outstanding cardiac support and protection in different pathological conditions. This study aimed to investigate the mechanisms by which levosimendan may alleviate cardiovascular toxicity due to AlP intoxication in the rat model. The groups included control group (normal saline only), sole levosimendan groups (12, 24, 48 µg/kg), AlP group (10 mg/kg), and AlP + levosimendan groups receiving 12, 24, 48 µg/kg levosimendan intraperitoneally 30 min after AlP administration. Electrocardiographic (ECG) parameters (QRS and PR duration and ST height), heart rate, and blood pressure were monitored for 180 minutes. Also, after 24 h of poisoning, echocardiography was applied to assess left ventricle function. Evaluation of the biochemical parameters in heart tissue, including mitochondrial complexes I, II, IV activity, ADP/ATP ratio, the rate of apoptosis, malondialdehyde (MDA), lactate, and troponin I levels, were done after 12 and 24 h. AlP-induced ECG abnormalities (PR duration and ST height), reduction in heart rate, blood pressure, cardiac output, ejection fraction, and stroke volume were improved by levosimendan administration. Besides, levosimendan significantly improved complex IV activity, the ADP/ATP ratio, apoptosis, MDA, lactate, and troponin I level following AlP-poisoning. Our results suggest that levosimendan might alleviate AlP-induced cardiotoxicity by modulating mitochondrial activity and improving cardiac function. However, the potential clinical use of levosimendan in this toxicity needs more investigations.


Assuntos
Ecocardiografia , Eletrocardiografia , Animais , Fosfinas , Ratos , Ratos Wistar , Simendana
13.
Biomed Res Int ; 2021: 6626015, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33688495

RESUMO

BACKGROUND: Bardet-Biedl syndrome (BBS) is a rare autosomal recessive inherited disorder with distinctive clinical feature such as obesity, degeneration of retina, polydactyly, and renal abnormalities. The study was aimed at finding out the disease-causing variant/s in patients exhibiting clinical features of BBS. METHODS: The identification of disease-causing variant was done by using whole exome sequencing on Illumina HiSeq 4000 platform involving the SeqCap EZ Exome v3 kit (Roche NimbleGen). The identified variant was further validated by Sanger sequencing. RESULTS: WES revealed a novel homozygous missense mutation (NM_031885: c.443A>T:p.N148I) in exon 3 of the BBS2 gene. Sanger sequencing confirmed this variant as homozygous in both affected subjects and heterozygous in obligate parents, demonstrating autosomal recessive inheritance pattern. To the best of our knowledge, this variant was not present in literature and all publically available databases. The candidate variant is predicted to be pathogenic by a set of in-silico softwares. CONCLUSION: Clinical and genetic spectrum of BBS and BBS-like disorders is not completely defined in the Pakistani as well as in Kashmiri population. Therefore, more comprehensive genetic studies are required to gain insights into genotype-phenotype associations to facilitate carrier screening and genetic counseling of families with such disorders.


Assuntos
Síndrome de Bardet-Biedl/metabolismo , Homozigoto , Mutação de Sentido Incorreto , Linhagem , Proteínas/genética , Adulto , Substituição de Aminoácidos , Síndrome de Bardet-Biedl/patologia , Feminino , Humanos , Índia , Masculino
14.
PLoS One ; 16(2): e0245909, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33630869

RESUMO

The spread of Covid-19 has resulted in worldwide health concerns. Social media is increasingly used to share news and opinions about it. A realistic assessment of the situation is necessary to utilize resources optimally and appropriately. In this research, we perform Covid-19 tweets sentiment analysis using a supervised machine learning approach. Identification of Covid-19 sentiments from tweets would allow informed decisions for better handling the current pandemic situation. The used dataset is extracted from Twitter using IDs as provided by the IEEE data port. Tweets are extracted by an in-house built crawler that uses the Tweepy library. The dataset is cleaned using the preprocessing techniques and sentiments are extracted using the TextBlob library. The contribution of this work is the performance evaluation of various machine learning classifiers using our proposed feature set. This set is formed by concatenating the bag-of-words and the term frequency-inverse document frequency. Tweets are classified as positive, neutral, or negative. Performance of classifiers is evaluated on the accuracy, precision, recall, and F1 score. For completeness, further investigation is made on the dataset using the Long Short-Term Memory (LSTM) architecture of the deep learning model. The results show that Extra Trees Classifiers outperform all other models by achieving a 0.93 accuracy score using our proposed concatenated features set. The LSTM achieves low accuracy as compared to machine learning classifiers. To demonstrate the effectiveness of our proposed feature set, the results are compared with the Vader sentiment analysis technique based on the GloVe feature extraction approach.


Assuntos
COVID-19 , Mídias Sociais , Aprendizado de Máquina Supervisionado , Aprendizado Profundo , Humanos , Processamento de Linguagem Natural , Pandemias , Opinião Pública
15.
Front Nutr ; 8: 794607, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35047547

RESUMO

Background: Food insecurity has been linked to poor health outcomes, however this relationship is poorly understood among women of reproductive age. Therefore, we investigated the relationship between food insecurity and common mental health problems (CMHPs) in this population of women in Kabul, Afghanistan. Method: A cross-sectional study was conducted with 421 women of reproductive age from four health centers located in four randomly selected zones in the city of Kabul. We used the United State Department of Agriculture (USDA) food-insecurity questionnaire, multiple 24-h recall for dietary intake, the Depression, the Anxiety and Stress Scale (DASS-21) to assess major mental health problems, and the International Physical Activity Questionnaire (IPAQ) to assess physical activity. Result: Food insecurity affected 69.6% of reproductive-aged women. In total, 44.9, 10.9, and 13.9% of food-insecure participants had food insecurity without hunger, food insecurity with hunger, and food insecurity with severe hunger, respectively. Depression, anxiety, and stress were prevalent among food-insecure participants at 89.4, 90.8, and 85.7%, respectively. Food insecurity was associated with depression (OR = 4.9, 95% CI: 2.7-8.9), anxiety (OR = 4.7, 95% CI: 2.5-8.8), and stress (OR = 3.8, 95% CI: 2.2-6.7). Women's household ownership, family size, and hypertension, on the other hand, were not associated with food insecurity. Conclusion: This study found food insecurity was associated with CMHPs among a sample of reproductive-aged women in Kabul, Afghanistan. Further longitudinal studies are needed to confirm these findings.

16.
Molecules ; 25(24)2020 Dec 11.
Artigo em Inglês | MEDLINE | ID: mdl-33322612

RESUMO

Gallic acid (GA), a plant-derived ubiquitous secondary polyphenol metabolite, can be a useful dietary supplement. This in vitro study's primary purpose was to assess the anti-aging properties of GA using rat embryonic fibroblast (REF) cells, antidiabetic effects via pancreatic islet cells, and finally, elucidating the molecular mechanisms of this natural compound. REF and islet cells were isolated from fetuses and pancreas of rats, respectively. Then, several senescence-associated molecular and biochemical parameters, along with antidiabetic markers, were investigated. GA caused a significant decrease in the ß-galactosidase activity and reduced inflammatory cytokines and oxidative stress markers in REF cells. GA reduced the G0/G1 phase in senescent REF cells that led cells to G2/M. Besides, GA improved the function of the ß cells. Flow cytometry and spectrophotometric analysis showed that it reduces apoptosis via inhibiting caspase-9 activity. Taken together, based on the present findings, this polyphenol metabolite at low doses regulates different pathways of senescence and diabetes through its antioxidative stress potential and modulation of mitochondrial complexes activities.


Assuntos
Senescência Celular , Diabetes Mellitus/tratamento farmacológico , Ácido Gálico/uso terapêutico , Animais , Antioxidantes , Apoptose , Caspase 9/metabolismo , Ciclo Celular/efeitos dos fármacos , Fibroblastos/efeitos dos fármacos , Citometria de Fluxo , Ácido Gálico/química , Técnicas In Vitro , Inflamação , Ilhotas Pancreáticas/efeitos dos fármacos , Ilhotas Pancreáticas/embriologia , Estresse Oxidativo , Polifenóis/química , Ratos , Espectrofotometria , beta-Galactosidase/metabolismo
17.
Artigo em Inglês | MEDLINE | ID: mdl-33382012

RESUMO

Lead (Pb) is ubiquitous in our environment and causes many pathophysiological health effects, including dental diseases. Dental Pb levels are considered good biological indicators of environmental and occupational Pb exposure. Pb in blood and saliva causes imbalances in the growth of oral microflora. The pH of saliva decreases, interferes with and interacts with bone-seeking elements, changes oral inflammatory parameters, generates reactive oxygen species, causes oxidative damage, and delays the mineralization process, leading to dental diseases. Pb's dental diseases include periodontitis, enamel lesions and defects, fluorosis, Burton's line, and tooth loss. Environmental and physiological factors, including age, gender, tooth type and position, pregnancy and lactation, eating and drinking habits, smoking habits, and exposures from Pb-contaminated residential and occupational areas, affect the distribution of Pb in blood, bone, and saliva, which contributes to dental diseases. However, living and working in Pb free areas can prevent environmental and occupational Pb exposure. Healthy lifestyles and eating habits, prohibiting smoking and alcohol drinking, further help prevent Pb exposure. Also, the fluoridation of water, salt, and milk provide nutritional supplements of trace elements, which can help prevent teeth from absorbing Pb from the environment, thereby reducing the risk of dental diseases.


Assuntos
Chumbo , Doenças Estomatognáticas , Exposição Ambiental , Poluentes Ambientais , Fluoretação , Humanos , Intoxicação por Chumbo , Saliva/química , Dente/química
18.
Genes (Basel) ; 11(10)2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-33076578

RESUMO

Autism spectrum disorder (ASD) is a group of complex multifactorial neurodevelopmental and neuropsychiatric disorders in children characterized by impairment of communication and social interaction. Several genes with associated single nucleotide polymorphisms (SNPs) have been identified for ASD in different genetic association studies, meta-analyses, and genome-wide association studies (GWAS). However, associations between different SNPs and ASD vary from population to population. Four SNPs in genes CNTNAP2, EIF4E, ATP2B2, CACNA1C, and SNP rs4307059 (which is found between CDH9 and CDH10 genes) have been identified and reported as candidate risk factors for ASD. The aim of the present study was, for the first time, to assess the association of SNPs in these genes with ASD in the Pakistani population. PCR-based genotyping was performed using allele-specific primers in 93 ASD and 93 control Pakistani individuals. All genetic associations, genotype frequencies, and allele frequencies were computed as odds' ratios (ORs) using logistic regression with a threshold of p ≤ 0.01 to determine statistical significance. We found that the homozygous genotypes of mutant T alleles of CNTNAP2 and ATP2B2 were significantly associated with Pakistani ASD patients in unadjusted ORs (p < 0.01), but their significance score was lost in the adjusted model. Other SNPs such as rs4307059, rs17850950 of EIF4E, and rs1006737 of CACNA1C were not statistically significant. Based on this, we conclude that SNPs are not associated with, or are not the main cause of, autism in the Pakistani population, indicating the involvement of additional players, which need to be investigated in future studies in a large population size. One of the limitations of present study is its small sample size. However, this study, being the first on Pakistani ASD patients, may lay the foundations for future studies in larger samples.


Assuntos
Transtorno Autístico/genética , Biomarcadores/análise , Etnicidade/genética , Predisposição Genética para Doença , Polimorfismo de Nucleotídeo Único , Adulto , Transtorno Autístico/epidemiologia , Transtorno Autístico/patologia , Estudos de Casos e Controles , Criança , Feminino , Frequência do Gene , Humanos , Masculino , Paquistão , Fatores de Risco
19.
Cell J ; 22(Suppl 1): 29-37, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32779431

RESUMO

OBJECTIVE: Metformin has a potent inhibitory activity against inflammation and oxidative stress, which inevitably occur in sepsis-associated encephalopathy (SAE). The precise mechanisms underlying neuroprotective effects of metformin in SAE, are still unclear. In the present work, the protective effect of metformin on SAE using cecal ligation and puncture (CLP) model of sepsis, was assessed. MATERIALS AND METHODS: In this experimental study, CLP procedure was performed in Wistar rats and 50 mg/kg metformin was administered immediately. Specific markers of sepsis severity, inflammation, blood brain barrier (BBB) dysfunction, and brain injury, were investigated. Specific assay kits and real-time polymerase chain reaction (RT-PCR) were used. Histopathological assessment was also carried out. RESULTS: Treatment with metformin decreased murine sepsis score (MSS), lactate, platelet lymphocyte ratio (PLR), and high mobility group box (HMGB1) levels. The expression levels of claudin 3 (Cldn3) and claudin 5 (Cldn5) were increased following treatment with metformin. Metformin decreased the expression of S100b, neuron specific enolase (Nse), and glial fibrillary acidic protein (Gfap). CONCLUSION: Our study suggests that metformin may inhibit inflammation and increase tight junction protein expressions which may improve BBB function and attenuate CLP-induced brain injury. Hence, the potential beneficial effects of metformin in sepsis, should be considered in future.

20.
Biomed Res Int ; 2020: 5980135, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33490246

RESUMO

The present study was conducted to get more information about the genome and locate the taxonomic position of Schizothorax niger in Schizothoracinae through mitochondrial 13 protein-coding genes (PCGs). These PCGs for S. niger were found to be 11409 bps in length ranging from 165 (ATPase 8) to 1824 bps (NADH dehydrogenase subunit 5) and encode 3801 amino acids. In these PCGs, 4 genes overlap on the similar strands, while one shown on the opposite one: ATPase 6+8 and NADH dehydrogenase subunit 4+4L overlap by 7 nucleotides. Similarly, ND5-ND6 overlap by 4 nucleotides, while ATP6 and COIII overlap by 1 nucleotide. Similarly, four commonly used amino acids in S. niger were Leu (15.6 %), Ile (10.12 %), Thr (8.12 %), and Ala (8.7 %). The results presented that COII, COIII, NDI, ND4L, and Cytb had substantial amino acid conservation as compared to the COI gene. Through phylogenetic analysis, it was observed that S. niger is closely linked with S. progastus, S. labiatus, S. plagiostomus, and S. nepalensis with high bootstrap values. The present study provided more genomic data to know the diversity of the mitochondrial genome and its molecular evolution in Schizothoracinae.


Assuntos
Cyprinidae , Proteínas de Peixes , Proteínas Mitocondriais , Animais , Cyprinidae/classificação , Cyprinidae/genética , DNA Mitocondrial/análise , DNA Mitocondrial/genética , Proteínas de Peixes/química , Proteínas de Peixes/genética , Genômica , Proteínas Mitocondriais/química , Proteínas Mitocondriais/genética , Filogenia , Análise de Sequência de DNA
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