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1.
Toxicon ; 243: 107744, 2024 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-38701904

RESUMO

Snakebite poses a significant health threat in numerous tropical and subtropical nations, with around 5.4 million cases reported annually, which results in 1.8-2.7 million instances of envenomation, underscoring its critical impact on public health. The 'BIG FOUR' group comprises the primary committers responsible for most snake bites in India. Effective management of snakebite victims is essential for prognosis, emphasizing the need for preventive measures to limit snakebite-related deaths. The proposed initiative seeks to develop a transfer learning-based image classification algorithm using DenseNet to identify venomous and non-venomous snakes automatically. The study comprehensively evaluates the image classification results, employing accuracy, F1-score, Recall, and Precision metrics. DenseNet emerges as a potent tool for multiclass snake image classification, achieving a notable accuracy rate of 86%. The proposed algorithm intends to be incorporated into an AI-based snake-trapping device with artificial prey made with tungsten wire and vibration motors to mimic heat and vibration signatures, enhancing its appeal to snakes. The proposed algorithm in this research holds promise as a primary tool for preventing snake bites globally, offering a path toward automated snake capture without human intervention. These findings are significant in preventing snake bites and advancing snakebite mitigation strategies.


Assuntos
Algoritmos , Aprendizado Profundo , Mordeduras de Serpentes , Serpentes , Animais , Serpentes/classificação , Índia , Humanos
2.
Int Ophthalmol ; 44(1): 41, 2024 Feb 09.
Artigo em Inglês | MEDLINE | ID: mdl-38334896

RESUMO

Diabetic retinopathy (DR) is the leading global cause of vision loss, accounting for 4.8% of global blindness cases as estimated by the World Health Organization (WHO). Fundus photography is crucial in ophthalmology as a diagnostic tool for capturing retinal images. However, resource and infrastructure constraints limit access to traditional tabletop fundus cameras in developing countries. Additionally, these conventional cameras are expensive, bulky, and not easily transportable. In contrast, the newer generation of handheld and smartphone-based fundus cameras offers portability, user-friendliness, and affordability. Despite their potential, there is a lack of comprehensive review studies examining the clinical utilities of these handheld (e.g. Zeiss Visuscout 100, Volk Pictor Plus, Volk Pictor Prestige, Remidio NMFOP, FC161) and smartphone-based (e.g. D-EYE, iExaminer, Peek Retina, Volk iNview, Volk Vistaview, oDocs visoScope, oDocs Nun, oDocs Nun IR) fundus cameras. This review study aims to evaluate the feasibility and practicality of these available handheld and smartphone-based cameras in medical settings, emphasizing their advantages over traditional tabletop fundus cameras. By highlighting various clinical settings and use scenarios, this review aims to fill this gap by evaluating the efficiency, feasibility, cost-effectiveness, and remote capabilities of handheld and smartphone fundus cameras, ultimately enhancing the accessibility of ophthalmic services.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Oftalmopatias , Humanos , Retinopatia Diabética/diagnóstico , Smartphone , Fundo de Olho , Retina , Oftalmopatias/diagnóstico , Fotografação/métodos , Cegueira
4.
Naunyn Schmiedebergs Arch Pharmacol ; 397(4): 2203-2214, 2024 04.
Artigo em Inglês | MEDLINE | ID: mdl-37801147

RESUMO

PURPOSE: 2, 3, 7, 8-Tetrachlorodibenzo-p-dioxin (TCDD) is one of the most potent environmental toxicants, which causes oxidative stress and adversely affects the male reproductive system. The current study aimed to evaluate the ameliorative role of didymin (DDM) against TCDD-induced testicular toxicity. METHODS: Forty-eight male Sprague-Dawley rats were divided into four equal groups (n=12). (i) Control group, (ii) TCDD-induced group was provided with 10 µg/kg/day of TCDD, (iii) TCDD + DDM group received 10 µg/kg/day of TCDD and 2 mg/kg/day of DDM, and (iv) DDM-treated group was administered with 2 mg/kg/day of DDM. After 56 days of treatment, biochemical, steroidogenic, hormonal, spermatogenic, apoptotic, and histopathological parameters were estimated. RESULTS: TCDD affected the biochemical profile by reducing the activities of antioxidant enzymes, while increasing the levels of malondialdehyde (MDA) and reactive oxygen species (ROS). Furthermore, it decreased the expressions of steroidogenic enzymes, 3ß-hydroxysteroid dehydrogenase (HSD), 17ß-HSD, steroidogenic acute regulatory protein (StAR), cholesterol side-chain cleavage enzyme (CYP11A1), and 17α-hydroxylase/17, 20-lyase (CYP17A1), as well as reduced the levels of follicle-stimulating hormone (FSH), luteinizing hormone (LH), and plasma testosterone. Besides, epididymal sperm count, viability, and motility were decreased, while sperm morphological anomalies were increased. Moreover, TCDD altered the apoptotic profile by up-regulating the expressions of Bax and caspase-3, while downregulated the Bcl-2 expression. Additionally, histopathological damages were prompted due to TCDD administration. However, DDM restored all the TCDD-induced damages owing to its antioxidant, anti-apoptotic, and androgenic potential. CONCLUSION: Our data suggested that DDM might play its role as a therapeutic agent against TCDD-prompted testicular toxicity.


Assuntos
Flavonoides , Glicosídeos , Dibenzodioxinas Policloradas , Ratos , Masculino , Animais , Dibenzodioxinas Policloradas/farmacologia , Dibenzodioxinas Policloradas/toxicidade , Ratos Sprague-Dawley , Antioxidantes/farmacologia , Sêmen/metabolismo , Testículo , Testosterona/metabolismo , Estresse Oxidativo
5.
Microsc Res Tech ; 87(1): 78-94, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37681440

RESUMO

Diabetic retinopathy (DR) is a prevalent cause of global visual impairment, contributing to approximately 4.8% of blindness cases worldwide as reported by the World Health Organization (WHO). The condition is characterized by pathological abnormalities in the retinal layer, including microaneurysms, vitreous hemorrhages, and exudates. Microscopic analysis of retinal images is crucial in diagnosing and treating DR. This article proposes a novel method for early DR screening using segmentation and unsupervised learning techniques. The approach integrates a neural network energy-based model into the Fuzzy C-Means (FCM) algorithm to enhance convergence criteria, aiming to improve the accuracy and efficiency of automated DR screening tools. The evaluation of results includes the primary dataset from the Shiva Netralaya Centre, IDRiD, and DIARETDB1. The performance of the proposed method is compared against FCM, EFCM, FLICM, and M-FLICM techniques, utilizing metrics such as accuracy in noiseless and noisy conditions and average execution time. The results showcase auspicious performance on both primary and secondary datasets, achieving accuracy rates of 99.03% in noiseless conditions and 93.13% in noisy images, with an average execution time of 16.1 s. The proposed method holds significant potential in medical image analysis and could pave the way for future advancements in automated DR diagnosis and management. RESEARCH HIGHLIGHTS: A novel approach is proposed in the article, integrating a neural network energy-based model into the FCM algorithm to enhance the convergence criteria and the accuracy of automated DR screening tools. By leveraging the microscopic characteristics of retinal images, the proposed method significantly improves the accuracy of lesion segmentation, facilitating early detection and monitoring of DR. The evaluation of the method's performance includes primary datasets from reputable sources such as the Shiva Netralaya Centre, IDRiD, and DIARETDB1, demonstrating its effectiveness in comparison to other techniques (FCM, EFCM, FLICM, and M-FLICM) in terms of accuracy in both noiseless and noisy conditions. It achieves impressive accuracy rates of 99.03% in noiseless conditions and 93.13% in noisy images, with an average execution time of 16.1 s.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Humanos , Retinopatia Diabética/diagnóstico por imagem , Retinopatia Diabética/patologia , Interpretação de Imagem Assistida por Computador/métodos , Algoritmos , Retina/diagnóstico por imagem , Retina/patologia , Análise por Conglomerados
6.
ACS Omega ; 8(40): 37264-37273, 2023 Oct 10.
Artigo em Inglês | MEDLINE | ID: mdl-37841153

RESUMO

Background: Advanced glycation end products (AGEs) interaction with its receptor (RAGE) and aldosterone (Aldo) through the mineralocorticoid receptor (MR) activates Rac-1 and NF-κB independently in diabetic nephropathy (DN). However, the crosstalk of Aldo with AGEs-RAGE is still unresolved. Our study examined the impact of the AGEs-Aldo complex on renal cells and its effect on the RAGE-MR interaction. Methods and results: Glycation of human serum albumin (HSA) (40 mg/mL) with methylglyoxal (10 mM) in the presence of Aldo (100 nM) and aminoguanidine (AG) (100 nM) was performed. Glycation markers such as fructosamine and carbonyl groups and fluorescence of AGEs, pentosidine, and tryptophan followed by protein modification were measured. Renal (HEK-293T) cells were treated with the glycated HSA-Aldo (200 µg/mL) along with FPS-ZM1 and spironolactone antagonists for RAGE and Aldo, respectively, for 24 h. Glycation markers and esRAGE levels were measured. Protein and mRNA levels of RAGE, MR, Rac-1, and NF-κB were estimated. Glycation markers were enhanced with Aldo when albumin was only 14-16% glycated. AGEs-Aldo complex upregulated RAGE, MR, Rac-1 and NF-κB expressions. However, FPS-ZM1 action might have activated the RAGE-independent pathway, further elevating MR, Rac-1, and NF-κB levels. Conclusion: Our study concluded that the presence of Aldo has a significant impact on glycation. In the presence of AGEs-Aldo, RAGE-MR crosstalk exerts inflammatory responses through Rac-1 in DN. Insights into this molecular interplay are crucial for developing novel therapeutic strategies to alleviate DN in the future.

7.
Endocrinology ; 164(7)2023 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-37289042

RESUMO

Consumption of a Western diet (WD) consisting of excess fat and carbohydrates activates the renin-angiotensin-aldosterone system, which has emerged as an important risk factor for systemic and tissue insulin resistance. We recently discovered that activated mineralocorticoid receptors (MRs) in diet-induced obesity induce CD36 expression, increase ectopic lipid accumulation, and result in systemic and tissue insulin resistance. Here, we have further investigated whether endothelial cell (EC)-specific MR (ECMR) activation participates in WD-induced ectopic skeletal muscle lipid accumulation, insulin resistance, and dysfunction. Six-week-old female ECMR knockout (ECMR-/-) and wild-type (ECMR+/+) mice were fed either a WD or a chow diet for 16 weeks. ECMR-/- mice were found to have decreased WD-induced in vivo glucose intolerance and insulin resistance at 16 weeks. Improved insulin sensitivity was accompanied by increased glucose transporter type 4 expression in conjunction with improved soleus insulin metabolic signaling in phosphoinositide 3-kinases/protein kinase B and endothelial nitric oxide synthase activation. Additionally, ECMR-/- also blunted WD-induced increases in CD36 expression and associated elevations in soleus free fatty acid, total intramyocellular lipid content, oxidative stress, and soleus fibrosis. Moreover, in vitro and in vivo activation of ECMR increased EC-derived exosomal CD36 that was further taken up by skeletal muscle cells, leading to increased skeletal muscle CD36 levels. These findings indicate that in the context of an obesogenic WD, enhanced ECMR signaling increases EC-derived exosomal CD36 resulting in increased uptake and elevated concentrations of CD36 in skeletal muscle cells, contributing to increased lipid metabolic disorders and soleus insulin resistance.


Assuntos
Dieta Ocidental , Resistência à Insulina , Camundongos , Animais , Feminino , Dieta Ocidental/efeitos adversos , Resistência à Insulina/genética , Receptores de Mineralocorticoides/metabolismo , Músculo Esquelético/metabolismo , Insulina/metabolismo , Lipídeos
8.
Cell Mol Biol (Noisy-le-grand) ; 69(4): 7-15, 2023 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-37329554

RESUMO

This study investigates the hazardous effects of lead on the histological and genotoxic parameters of the fish, Oreochromis niloticus. Present work was conducted in a series of three steps. In first step, acute toxicity, LC50 and lethal lead concentration were measured using Probit analysis method. LC50 value and lethal concentration for O. niloticus was measured as 77.673 mgL-1 and 150.924 mgL-1, respectively. In second step, histological changes were assessed by preparing slides of tissues of the gills, liver and kidney of both control and Pb-stressed O. niloticus and examining the respective tissues under the light microscope. The inferences showed significant histological alterations (p<0.05) in the gills of Pb-exposed fish including necrosis, edema, vascular congestion, shortening and curling and lifting of the epithelium of secondary lamella in gills. The cellular degeneration and dilation of sinusoids in liver and loss of hemopoietic tissue, necrosis and edema in kidney was observed. Histomorphometry of the liver showed a decrease in diameter of the central vein and hepatocyte along with an increase in width of sinusoids. The histomorphometry of kidney showed an increase in the diameter of renal corpuscle, glomerulus, proximal and distal convoluted tubules. The nuclear anomalies were studied in the RBCs of fish. Non-parametric Mann-Whitney U-test was conducted to compare nuclear abnormalities and the frequency of micronuclei among the control and lead-treated fish groups. Results declared an increased micronucleus, notched and de-shaped nuclei frequency, in RBCs of fish exposed to lead as compared to control group.


Assuntos
Ciclídeos , Poluentes Químicos da Água , Animais , Chumbo/toxicidade , Fígado , Necrose/patologia , Dano ao DNA , Brânquias/patologia , Poluentes Químicos da Água/toxicidade
9.
Front Immunol ; 14: 1138145, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37153623

RESUMO

Leprosy is a chronic bacterial disease caused by Mycobacterium leprae. Leprosy patients have been found to have defects in T cells activation, which is critical to the clearance of the bacilli. Treg cell suppression is mediated by inhibitory cytokines such as IL10, IL-35 and TGF-ß and its frequency is higher in leprosy patients. Activation and overexpression of programmed death 1 (PD-1) receptor is considered to one of the pathways to inhibit T-cell response in human leprosy. In the current study we address the effect of PD-1 on Tregs function and its immuno-suppressive function in leprosy patients. Flow cytometry was used to evaluate the expression of PD-1 and its ligands on various immune cells T cells, B cells, Tregs and monocytes. We observed higher expression of PD-1 on Tregs is associated with lower production of IL-10 in leprosy patients. PD-1 ligands on T cells, B cells, Tregs and monocytes found to be higher in the leprosy patients as compared to healthy controls. Furthermore, in vitro blocking of PD-1 restores the Tregs mediated suppression of Teff and increase secretion of immunosuppressive cytokine IL-10. Moreover, overexpression of PD-1 positively correlates with disease severity as well as Bacteriological Index (BI) among leprosy patients. Collectively, our data suggested that PD-1 overexpression on various immune cells is associated with disease severity in human leprosy. Manipulation and inhibition of PD-1 signaling pathway on Tregs alter and restore the Treg cell suppression activity in leprosy patients.


Assuntos
Interleucina-10 , Hanseníase , Humanos , Interleucina-10/metabolismo , Receptor de Morte Celular Programada 1/metabolismo , Mycobacterium leprae , Linfócitos T Reguladores , Citocinas/metabolismo
10.
J Environ Manage ; 338: 117779, 2023 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-37023603

RESUMO

Environmental pollution has become a transnational issue that impacts ecosystems, soil, water, and air and is directly related to human health and well-being. Chromium pollution decreases the development of plant and microbial populations. It warrants the need to remediate chromium-contaminated soil. Decontaminating chromium-stressed soils via phytoremediation is a cost-effective and environmentally benign method. Using multifunctional plant growth-promoting rhizobacteria (PGPR) lower chromium levels and facilitates chromium removal. PGPR work by altering root architecture, secreting chemicals that bind metals in the rhizosphere, and reducing phytotoxicity brought on by chromium. The present study aimed to investigate the chromium bioremediation capacity of metal-tolerant PGPR isolate while promoting the growth of chickpeas in the presence of varying levels of chromium (15.13, 30.26, and 60.52 mg/kg of chromium). The isolate, Mesorhizobium strain RC3, substantially reduced chromium content (60.52 mg/kg) in the soil. It enhanced the root length by 10.87%, the shoot length by 12.38%, the number of nodules by 6.64%, and nodule dry weight by 13.77% at 90 days. After 135 days of sowing, more improvement in the root length (18.05), shoot length (21.60%)the chlorophyll content (6.83%), leghaemoglobin content (9.47%), and the highest growth in the crop seed yield (27.45%) and crop protein content (16.83%)The isolate reduced chromium accumulation in roots, shoots, and grains chickpea. Due to chromium bioremediation and its plant growth-promoting and chromium-attenuating qualities, Mesorhizobium strain RC3 could be used as a green bioinoculant for plant growth promotion under chromium stress.


Assuntos
Cicer , Mesorhizobium , Poluentes do Solo , Humanos , Cromo , Solo/química , Cicer/microbiologia , Ecossistema , Poluentes do Solo/toxicidade , Raízes de Plantas , Microbiologia do Solo , Biodegradação Ambiental
11.
Am J Physiol Regul Integr Comp Physiol ; 324(1): R90-R101, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36440901

RESUMO

Widespread consumption of diets high in fat and fructose (Western diet, WD) has led to increased prevalence of obesity and diastolic dysfunction (DD). DD is a prominent feature of heart failure with preserved ejection fraction (HFpEF). However, the underlying mechanisms of DD are poorly understood, and treatment options are still limited. We have previously shown that deletion of the cell-specific mineralocorticoid receptor in endothelial cells (ECMR) abrogates DD induced by WD feeding in female mice. However, the specific role of ECMR activation in the pathogenesis of DD in male mice has not been clarified. Therefore, we fed 4-wk-old ECMR knockout (ECMRKO) male mice and littermates (LM) with either a WD or chow diet (CD) for 16 wk. WD feeding resulted in DD characterized by increased left ventricle (LV) filling pressure (E/e') and diastolic stiffness [E/e'/LV inner diameter at end diastole (LVIDd)]. Compared with CD, WD in LM resulted in increased myocardial macrophage infiltration, oxidative stress, and increased myocardial phosphorylation of Akt, in concert with decreased phospholamban phosphorylation. WD also resulted in focal cardiomyocyte remodeling, characterized by areas of sarcomeric disorganization, loss of mitochondrial electron density, and mitochondrial fragmentation. Conversely, WD-induced DD and associated biochemical and structural abnormalities were prevented by ECMR deletion. In contrast with our previously reported observations in females, WD-fed male mice exhibited enhanced Akt signaling and a lower magnitude of cardiac injury. Collectively, our data support a critical role for ECMR in obesity-induced DD and suggest critical mechanistic differences in the genesis of DD between males and females.


Assuntos
Cardiomiopatias , Insuficiência Cardíaca , Feminino , Masculino , Animais , Camundongos , Células Endoteliais/patologia , Insuficiência Cardíaca/complicações , Receptores de Mineralocorticoides/genética , Camundongos Obesos , Proteínas Proto-Oncogênicas c-akt , Volume Sistólico , Cardiomiopatias/etiologia , Cardiomiopatias/prevenção & controle , Dieta Ocidental , Obesidade/etiologia
12.
Hum Exp Toxicol ; 41: 9603271221132140, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36198566

RESUMO

Herbacetin (HBN) is a glycosylated flavonoid, which possesses numerous pharmacological properties. Cyclophosphamide (CYC) is a chemotherapeutic drug that adversely affects the kidneys. The present investigation aimed to evaluate the curative potential of HBN against CYC-induced nephrotoxicity. Sprague Dawley rats (n = 48) were randomly divided into four groups: control (0.1% DMSO + food), CYC (150 mg/kg b.wt.), CYC+HBN (150 + 40 mg/kg b.wt.), and HBN (40mg/kg b.wt.). CYC treatment significantly decreased the activities of antioxidant enzymes such as catalase (CAT), superoxide dismutase (SOD), glutathione peroxidase (GPx), and glutathione reductase (GSR) while elevating the concentration of reactive oxygen species (ROS) and malondialdehyde (MDA). Treatment with HBN significantly recovered the activity of CAT, SOD, GPx, and GSR while reducing the concentrations of ROS and MDA. Moreover, an increase in the level of renal functional markers, including Urea, creatinine, kidney injury molecule-1 (KIM-1), and neutrophil gelatinase-associated lipocalin (NGAL), and a decrease in creatinine clearance after CYC administration was recovered to control values by HBN treatment. Furthermore, HBN treatment normalized the increased levels of inflammatory markers such as nuclear factor kappa-B (NF-κB), tumor necrosis factor-α (TNF-α), interleukin-1ß (IL-1ß), interleukin-6 (IL-6), inducible nitric oxide synthase (iNOS) and cyclooxygenase-2 (COX-2) after CYC administration. Besides, HBN administration increased the expression of anti-apoptotic markers (Bcl-2) while decreasing the apoptotic markers (Bax and Caspase-3). Furthermore, HBN decreased the activities of tricarboxylic acid (TCA) cycle enzymes (ICDH, αKGDH, SDH, and MDH) as well as renal mitochondrial respiratory-chain complexes (I-IV) and repolarized mitochondrial membrane potential (ΔΨm). Additionally, HBN administration significantly protected against renal histological damage induced by CYC. In conclusion, CYC-induced toxicity was effectively ameliorated by the HBN administration. These results indicate that HBN might be considered as a potential protective agent against nephrotoxicity. The observed protection may be due to its antioxidant, anti-inflammatory, and anti-apoptotic potential.


Assuntos
NF-kappa B , Fator de Necrose Tumoral alfa , Animais , Anti-Inflamatórios/farmacologia , Antioxidantes/metabolismo , Antioxidantes/farmacologia , Antioxidantes/uso terapêutico , Apoptose , Caspase 3/metabolismo , Catalase/metabolismo , Creatinina/metabolismo , Ciclo-Oxigenase 2/metabolismo , Ciclofosfamida/uso terapêutico , Ciclofosfamida/toxicidade , Dimetil Sulfóxido/metabolismo , Dimetil Sulfóxido/farmacologia , Dimetil Sulfóxido/uso terapêutico , Flavonoides/farmacologia , Glutationa Peroxidase/metabolismo , Glutationa Redutase/metabolismo , Inflamação/induzido quimicamente , Inflamação/tratamento farmacológico , Inflamação/metabolismo , Interleucina-1beta/metabolismo , Interleucina-6/metabolismo , Rim , Lipocalina-2 , Malondialdeído/metabolismo , Mitocôndrias/metabolismo , NF-kappa B/metabolismo , Óxido Nítrico Sintase Tipo II/metabolismo , Estresse Oxidativo , Ratos , Ratos Sprague-Dawley , Espécies Reativas de Oxigênio/metabolismo , Superóxido Dismutase/metabolismo , Ácidos Tricarboxílicos/metabolismo , Ácidos Tricarboxílicos/farmacologia , Ácidos Tricarboxílicos/uso terapêutico , Fator de Necrose Tumoral alfa/metabolismo , Ureia , Proteína X Associada a bcl-2/metabolismo
13.
Med Biol Eng Comput ; 60(12): 3635-3654, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36274090

RESUMO

As per the International Diabetes Federation (IDF) report, 35-60% of people suffering from diabetic retinopathy (DR) have a history of diabetes. DR is one of the primary reasons for blindness and visual impairment worldwide among adults aged 24-74 years. Therefore, this research aims to develop an automated technique for the detection of retinal abnormalities associated with DR, such as microaneurysm. Unsupervised learning has a high potential for data classification. The proposed work accomplishes the following objectives. (a) k-means and fuzzy clustering method is discussed, and the objective function is revised to offer the modified version named modified fuzzy clustering method (MdFCM). (b) A modified convolutional neural network is proposed to consolidate the MdFCM and features for better outcomes. (c) The results are compared on three diverse datasets, DIARETDB1, APTOS, and Liverpool, with the fuzzy clustering method, deep embedded clustering, and k-means for generalizability. To the best of our knowledge, the proposed algorithm is the first to detect DR using a hybrid approach of unsupervised and deep learning methodology. The proposed system achieved an improved accuracy rate of 98.6%. The results show that our proposed method outperforms the state-of-the-art algorithm. We intend to design a tool using the proposed system for diabetic retinopathy detection at an early stage. Complete system flow architecture of diabetes retinopathy detection using unsupervised deep learning approach.


Assuntos
Aprendizado Profundo , Diabetes Mellitus , Retinopatia Diabética , Humanos , Retinopatia Diabética/diagnóstico , Redes Neurais de Computação , Algoritmos , Retina
14.
Mol Biol Rep ; 49(10): 9565-9573, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35970968

RESUMO

BACKGROUND: The demand for environmentally friendly and cost-effective plant-based products for the development of cancer therapeutics has been increasing. Yohimbine (α2-adrenergic receptor antagonist) is a stimulant and aphrodisiac used to improve erectile dysfunction. In this study, we aimed to evaluate the anticancer potential of yohimbine in drug-resistant oral cancer KB-ChR-8-5 cells using different biomolecular techniques. METHODS: We estimated the anticancer efficacy of yohimbine using different assays, such as MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide) cell cytotoxicity, cell morphology, cell apoptosis, reactive oxygen species (ROS) formation, and modulation in the mitochondrial membrane potential (MMP). RESULTS: Yohimbine showed a dose-dependent increase in cytotoxicity with a 50% inhibitory concentration (IC50) of 44 µM against KB-ChR-8-5 cancer cell lines. Yohimbine treatment at 40 µM and 50 µM resulted in a considerable change in cell morphology, including shrinkage, detachment, membrane blebbing, and deformed shape. Moreover, at the dose of IC50 and above, a significant induction was observed in the generation of ROS and depolarization of MMP. The possible mechanisms of action of yohimbine underlying the dose-dependent increase in cytotoxicity may be due to the induction of apoptosis, ROS generation, and modulation of MMP. CONCLUSION: Overall, yohimbine showed a significant anticancer potential against drug-resistant oral cancer KB-ChR-8-5 cells. Our study suggests that besides being an aphrodisiac, yohimbine can be used as a drug repurposing agent. However, more research is required in different in vitro and in vivo models to confirm the feasibility of yohimbine in clinics.


Assuntos
Afrodisíacos , Neoplasias Bucais , Antagonistas Adrenérgicos/farmacologia , Afrodisíacos/farmacologia , Apoptose , Linhagem Celular Tumoral , Humanos , Potencial da Membrana Mitocondrial , Neoplasias Bucais/tratamento farmacológico , Espécies Reativas de Oxigênio/metabolismo , Ioimbina/farmacologia
15.
Front Cell Infect Microbiol ; 12: 964265, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36034704

RESUMO

An outbreak of coronavirus disease 2019 (COVID-19) emerged in China in December 2019 and spread so rapidly all around the globe. It's continued and spreading more dangerously in India and Brazil with higher mortality rate. Understanding of the pathophysiology of COVID-19 depends on unraveling of interactional mechanism of SARS-CoV-2 and human immune response. The immune response is a complex process, which can be better understood by understanding the immunological response and pathological mechanisms of COVID-19, which will provide new treatments, increase treatment efficacy, and decrease mortality associated with the disease. In this review we present a amalgamate viewpoint based on the current available knowledge on COVID-19 which includes entry of the virus and multiplication of virus, its pathological effects on the cellular level, immunological reaction, systemic and organ presentation. T cells play a crucial role in controlling and clearing viral infections. Several studies have now shown that the severity of the COVID-19 disease is inversely correlated with the magnitude of the T cell response. Understanding SARS-CoV-2 T cell responses is of high interest because T cells are attractive vaccine targets and could help reduce COVID-19 severity. Even though there is a significant amount of literature regarding SARS-CoV-2, there are still very few studies focused on understanding the T cell response to this novel virus. Nevertheless, a majority of these studies focused on peripheral blood CD4+ and CD8+ T cells that were specific for viruses. The focus of this review is on different subtypes of T cell responses in COVID-19 patients, Th17, follicular helper T (TFH), regulatory T (Treg) cells, and less classical, invariant T cell populations, such as δγ T cells and mucosal-associated invariant T (MAIT) cells etc that could influence disease outcome.


Assuntos
COVID-19 , Brasil , Linfócitos T CD8-Positivos , Humanos , SARS-CoV-2 , Subpopulações de Linfócitos T
16.
Cells ; 11(14)2022 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-35883653

RESUMO

Natural products play a critical role in the discovery and development of numerous drugs for the treatment of various types of cancer. These phytochemicals have demonstrated anti-carcinogenic properties by interfering with the initiation, development, and progression of cancer through altering various mechanisms such as cellular proliferation, differentiation, apoptosis, angiogenesis, and metastasis. Treating multifactorial diseases, such as cancer with agents targeting a single target, might lead to limited success and, in many cases, unsatisfactory outcomes. Various epidemiological studies have shown that the steady consumption of fruits and vegetables is intensely associated with a reduced risk of cancer. Since ancient period, plants, herbs, and other natural products have been used as healing agents. Likewise, most of the medicinal ingredients accessible today are originated from the natural resources. Regardless of achievements, developing bioactive compounds and drugs from natural products has remained challenging, in part because of the problem associated with large-scale sequestration and mechanistic understanding. With significant progress in the landscape of cancer therapy and the rising use of cutting-edge technologies, we may have come to a crossroads to review approaches to identify the potential natural products and investigate their therapeutic efficacy. In the present review, we summarize the recent developments in natural products-based cancer research and its application in generating novel systemic strategies with a focus on underlying molecular mechanisms in solid cancer.


Assuntos
Produtos Biológicos , Neoplasias , Produtos Biológicos/farmacologia , Produtos Biológicos/uso terapêutico , Humanos , Imunoterapia , Neoplasias/tratamento farmacológico , Neovascularização Patológica/tratamento farmacológico , Compostos Fitoquímicos/uso terapêutico
17.
Front Physiol ; 12: 588358, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33854438

RESUMO

Enhanced mineralocorticoid receptor (MR) signaling is critical to the development of endothelial dysfunction and arterial stiffening. However, there is a lack of knowledge about the role of MR-induced adipose tissue inflammation in the genesis of vascular dysfunction in women. In this study, we hypothesize that MR activation in myeloid cells contributes to angiotensin II (Ang II)-induced aortic stiffening and endothelial dysfunction in females via increased pro-inflammatory (M1) macrophage polarization. Female mice lacking MR in myeloid cells (MyMRKO) were infused with Ang II (500 ng/kg/min) for 4 weeks. This was followed by determinations of aortic stiffness and vasomotor responses, as well as measurements of markers of inflammation and macrophage infiltration/polarization in different adipose tissue compartments. MyMRKO mice were protected against Ang II-induced aortic endothelial stiffening, as assessed via atomic force microscopy in aortic explants, and vasorelaxation dysfunction, as measured by aortic wire myography. In alignment, MyMRKO mice were protected against Ang II-induced macrophage infiltration and M1 polarization in visceral adipose tissue (VAT) and thoracic perivascular adipose tissue (tPVAT). Collectively, this study demonstrates a critical role of MR activation in myeloid cells in the pathogenesis of vascular dysfunction in females associated with pro-inflammatory macrophage polarization in VAT and tPVAT. Our data have potential clinical implications for the prevention and management of cardiovascular disease in women, who are disproportionally at higher risk for poor outcomes.

18.
Curr Med Chem ; 28(21): 4117-4132, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33176636

RESUMO

Nuclear Factor-κappa B (NF-κB) is a family of critical transcription factors of the inflammatory pathway and plays an imperative role in the progression of various cancers such as breast, lung, liver, pancreatic, prostate and multiple types of lymphoma. NF- κB develops an inherent relationship between inflammation and cancer. It is a crucial factor that controls the ability of malignant and pre-neoplastic cells to prevent programmed cell death-based tumor-surveillance channels. Due to its high significance in the onset and progression of various cancers, it has become an excellent target for cancer therapy. The emerging targeted therapies provide a lot of hope, whereby a single protein or generally the target enzyme is completely blocked. Several natural compounds have shown anticancer and anti-inflammatory activities by inhibiting the NF-κB pathway in various cancer types. About 750 natural and synthetic inhibitors of the NF-κB have been reported. These inhibitors include microbial and viral proteins, small RNA/DNA, antioxidants, small molecules, peptides, and engineered constitutively active polypeptides, all of which may inhibit canonical and alternative NF-κB pathways. Thus, blocking or targeting the NF-κB-signaling pathways using natural and synthetic compounds could be a potential mechanism to cure the NF-κB induced tumors.


Assuntos
NF-kappa B , Neoplasias , Fator B do Complemento , Humanos , Quinase I-kappa B , NF-kappa B/antagonistas & inibidores , Neoplasias/tratamento farmacológico , Fatores de Transcrição
19.
Ann Hum Genet ; 85(2): 73-79, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33226123

RESUMO

Various somatic isocitrate dehydrogenase 1 (IDH1) gene variants have been reported to drive lower-grade gliomas and secondary glioblastomas. In the current study, we explored the IDH1 variants in the glioma biopsy samples of patients from Pakistan. We explored the incidence of isocitrate dehydrogenase 1 gene variants by hotspot sequencing in 80 formalin-fixed paraffin-embedded tissues of different types of glioma biopsy samples. Structural modeling of the identified variants in isocitrate dehydrogenase 1 protein was done to see their possible consequences. The frequently described p.Arg132 variants were not found in any of the glioma types. However, in our study, we identified nonsynonymous variants at the residues p.R109 and p.G136 in astrocytomas and p.R100 in oligodendroglioma. These variants are affecting a part of the conserved domain in isocitrate dehydrogenase 1. Both of p.R100 and p.R109 variants are rare and described before, whereas the p.G136 variant identified in this study has never been described previously. Structural modeling showed that variants of these residues would directly affect the substrate binding and hence the enzyme activity.


Assuntos
Predisposição Genética para Doença , Glioma/genética , Isocitrato Desidrogenase/genética , Conformação Proteica , Biópsia , Feminino , Variação Genética/genética , Glioma/patologia , Humanos , Isocitrato Desidrogenase/ultraestrutura , Masculino , Pessoa de Meia-Idade , Mutação/genética , Paquistão
20.
Front Immunol ; 11: 1974, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32849660

RESUMO

Leprosy is a chronic bacterial disease caused by Mycobacterium leprae. Cytokines are known to play vital role as a peacekeeper during inflammatory and other immunocompromised conditions such as leprosy. This study has tried to bridge the gap of information on cytokine gene polymorphisms and its potential role in the pathogenesis of leprosy. Interleukin-10 (IL-10) is an immunosuppressive cytokine, found to be elevated in leprosy that accounted for the suppression of host's immune system by regulating the functions of other immune cells. T helper cells and T regulatory (Tregs) cells are the major source of IL-10 in lepromatous leprosy patients. In this study, we have documented the association of IL-10 cytokine gene polymorphism with the disease progression. A total of 132 lepromatous leprosy patients and 120 healthy controls were analyzed for IL-10 cytokine gene polymorphisms using PCR-SSP assay and flow cytometry was used to analyze IL-10 secretion by CD4 and Tregs in various genotype of leprosy patients. The frequencies of IL-10 (-819) TT and IL-10 (-1082) GG genotypes were significantly higher in leprosy patients as compared to healthy controls. This observation advocates that these genotypes were associated with the susceptibility and development of the disease. In addition, flow cytometry analysis demonstrated an increased number of IL-10 producing CD4 and Treg cells in IL-10 (819) TT genotype compared to CT and CC genotypes. These observations were further supported by immunohistochemical studies. Therefore, we can conclude that IL-10 cytokine gene polymorphisms by affecting its production can determine the predilection and progression of leprosy in the study population.


Assuntos
Suscetibilidade a Doenças , Interleucina-10/biossíntese , Interleucina-10/genética , Hanseníase/etiologia , Polimorfismo de Nucleotídeo Único , Linfócitos T Reguladores/imunologia , Linfócitos T Reguladores/metabolismo , Adulto , Alelos , Estudos de Casos e Controles , Citocinas/genética , Citocinas/metabolismo , Progressão da Doença , Feminino , Expressão Gênica , Genótipo , Humanos , Imuno-Histoquímica , Imunofenotipagem , Hanseníase/diagnóstico , Hanseníase/metabolismo , Leucócitos Mononucleares/imunologia , Leucócitos Mononucleares/metabolismo , Masculino , Pessoa de Meia-Idade , Adulto Jovem
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