Correction: Prevalence and associated risk factors for mental health problems among patients with polycystic ovary syndrome in Bangladesh: A nationwide cross-sectional study.

[This corrects the article DOI: 10.1371/journal.pone.0270102.].

Impact of Artificial Intelligence (AI) Technology in Healthcare Sector: A Critical Evaluation of Both Sides of the Coin.

The influence of artificial intelligence (AI) has drastically risen in recent years, especially in the field of medicine. Its influence has spread so greatly that it is determined to become a pillar in the future medical world. A comprehensive literature search related to AI in healthcare was performed in the PubMed database and retrieved the relevant information from suitable ones. AI excels in aspects such as rapid adaptation, high diagnostic accuracy, and data management that can help improve workforce productivity. With this potential in sight, the FDA has continuously approved more machine learning (ML) software to be used by medical workers and scientists. However, there are few controversies such as increased chances of data breaches, concern for clinical implementation, and potential healthcare dilemmas. In this article, the positive and negative aspects of AI implementation in healthcare are discussed, as well as recommended some potential solutions to the potential issues at hand.

Association between flaunting behaviors on social media and among the general population in Bangladesh: A cross-sectional study.

Background and Aims: The number of social media users is growing with each passing day at full tilt, keeping pace with digitalization and technological advances. Despite several advantages, there are also certain negative aspects to using social networking sites (SNS) for communication, amusement, self-expression, impression management, and other purposes. This study sought to investigate the association between mental health status and flaunting behaviors in social media among the general population in Bangladesh. Methods: We conducted this nationwide cross-sectional online survey among 465 people aged between 18 and 60 between October 15, 2021 and January 15, 2022. Following electronic consent, we collected the socio-demographic profiles and psychometric parameters of the respondents. Additionally, we assessed the diverse perspectives on SNS usage and its relationship to the self-reported symptoms of depression and loneliness. Results: The estimated prevalence of loneliness and depressive symptoms were 65.16% (mild: 39.57%, moderate: 16.56%, severe: 9.03%) and 55.49% (mild: 26.67%, moderate: 22.15%, severe: 6.67%), respectively. Key factors associated with flaunting on social media were mental health issues such as depression and loneliness. Several social factors were also considered, such as being young, of the male sex, unmarried, illiterate, a student, urban dwelling, average economic status, nuclear family structure, types of SNSs, checking social media first in the morning, and the use of SNS for gaining popularity. Conclusion: A significant portion of SNS users reported symptoms of mental illness. Current study findings urge for longitudinal studies with larger sample sizes to have a nearly equal distribution of users from each social media platform for in-depth exploration of how user attitudes about SNSs and site usage patterns impact the general public's mental health. We suggest that regulating SNS usage patterns and treatment approaches would improve the situation.

Combination of epigallocatechin 3 gallate and curcumin improves D-galactose and normal-aging associated memory impairment in mice.

Previously, we observed curcumin improves aging-associated memory impairment in D-galactose (D-gal) and normal-aged (NA) mice. Evidence showed that multiple agents can be used in managing aging-induced memory dysfunction, drawn by the contribution of several pathways. Curcumin and Epigallocatechin 3 gallate (EGCG) combination substantially reduced the oxidative stress that commonly mediates aging. This study examined the combined effect of EGCG and curcumin on memory improvement in two recognized models, D-gal and normal-aged (NA) mice. The co-administration of EGCG and curcumin significantly (p < 0.05) increased retention time detected by passive avoidance (PA) and freezing response determined in contextual fear conditioning (CFC) compared to the discrete administration of EGCG or curcumin. Biochemical studies revealed that the combination of EGCG and curcumin remarkably ameliorated the levels (p < 0.05) of glutathione, superoxide dismutase, catalase, advanced oxidation protein products, nitric oxide, and lipid peroxidation compared to the monotherapy of EGCG or curcumin in mice hippocampi. The behavioral and biochemical studies revealed that the combination of EGCG and curcumin showed better improvement in rescuing aging-associated memory disorders in mice. EGCG and curcumin combination could serve as a better choice in managing aging-related memory disorders.

Assessment of vaccine perception and vaccination intention of Mpox infection among the adult males in Bangladesh: A cross-sectional study findings.

BACKGROUND: Mpox (monkeypox) infection has become a global concern for healthcare authorities after spreading in multiple non-endemic countries. Following the sudden multi-country outbreak of Mpox, the World Health Organization (WHO) declared a public health emergency of international concern. We do not have any vaccines approved for the prevention of Mpox infection. Therefore, international healthcare authorities endorsed smallpox vaccines for the prevention of Mpox disease. Here we intended to perform this cross-sectional study among the adult males in Bangladesh to assess the Mpox vaccine perception and vaccination intention. METHODS: We conducted this web-based survey among the adult males in Bangladesh from September 1, 2022, to November 30, 2022, using Google Forms. We assessed the Mpox vaccine perception and vaccination intention. We performed a chi-square test to compare vaccine perception and vaccination intention levels. Also, we performed multiple logistic regression analyses to determine the association between the study parameters and the sociodemographic profile of the participants. RESULTS: According to the present study, the Mpox vaccine perception was high among 60.54% of the respondents. Also, 60.05% of respondents showed medium vaccination intention. Mpox vaccine perception and vaccination intention were strongly associated with the sociodemographic profiles of the participants. Furthermore, we discovered a significant association between the level of education and vaccination intention among the respondents. Also, age and marital status played a role in the Mpox vaccine perception and vaccination intention. CONCLUSION: Our findings showed a significant association between sociodemographic characteristics and the Mpox vaccine perception/vaccination intention. Along with the country's long experience in mass immunization, campaigns about Covid-19 vaccines and high vaccination rates might play a role in Mpox vaccine perception and vaccination intention. We recommend more social awareness and educational communications or seminars for the target population to bring more positive changes in their attitude towards Mpox prevention.

Studies on diketopiperazine and dipeptide analogs as opioid receptor ligands.

Using the structure of gliotoxin as a starting point, we have prepared two different chemotypes with selective affinity to the kappa opioid receptor (KOR). Using medicinal chemistry approaches and structure-activity relationship (SAR) studies, structural features required for the observed affinity were identified, and advanced molecules with favorable Multiparameter Optimization (MPO) and Ligand Lipophilicity (LLE) profiles were prepared. Using the Thermal Place Preference Test (TPPT), we have shown that compound2 blocks the antinociceptive effect of U50488, a known KOR agonist. Multiple reports suggest that modulation of KOR signaling is a promising therapeutic strategy in treating neuropathic pain (NP). As a proof-of-concept study, we tested compound 2 in a rat model of NP and recorded its ability to modulate sensory and emotional pain-related behaviors. Observed in vitro and in vivo results suggest that these ligands can be used to develop compounds with potential application as pain therapeutics.

Coenzyme Q10 ameliorates carbofuran induced hepatotoxicity and nephrotoxicity in wister rats.

Carbofuran is a widely used poisonous pesticide around the world that helps to control insects during farming. Upon oral ingestion to humans, it exaggerates oxidative stress in various organs like the liver, brain, kidney, and heart. Several studies reported that oxidative stress in the liver initiates and propagates hepatic cell necrosis, ultimately resulting in hepatotoxicity. It also reported that coenzyme Q10 (CoQ10) can neutralize oxidative stress due to its antioxidant properties. However, the hepatoprotective and nephroprotective role of CoQ10 against carbofuran toxicity has not been investigated. Therefore, the present study aimed to evaluate the hepatoprotective and nephroprotective role of CoQ10 in carbofuran-induced hepatotoxicity and nephrotoxicity in a mouse model for the first time. We determined the blood serum diagnostic markers, oxidative stress parameters, antioxidant system, and histopathological characteristics of liver and kidney tissues. The administration of 100 mg/kg of CoQ10 in carbofuran-treated rats significantly attenuated AST, ALT, ALP, serum creatinine, and BUN levels. Moreover, CoQ10 (100 mg/kg) remarkably altered the level of NO, MDA, AOPP, GSH, SOD, and CAT in both the liver and kidney. The histopathological data also unveiled that CoQ10 treatment prevented inflammatory cell infiltration in carbofuran-exposed rats. Therefore, our findings infer that CoQ10 may effectively protect liver and kidney tissues against carbofuran-induced oxidative hepatotoxicity and nephrotoxicity.

Construction of copy number variation landscape and characterization of associated genes in a Bangladeshi cohort of neurodevelopmental disorders.

Introduction: Copy number variations (CNVs) play a critical role in the pathogenesis of neurodevelopmental disorders (NDD) among children. In this study, we aim to identify clinically relevant CNVs, genes and their phenotypic characteristics in an ethnically underrepresented homogenous population of Bangladesh. Methods: We have conducted chromosomal microarray analysis (CMA) for 212 NDD patients with male to female ratio of 2.2:1.0 to identify rare CNVs. To identify candidate genes within the rare CNVs, gene constraint metrics [i.e., "Critical-Exon Genes (CEGs)"] were applied to the population data. Autism Diagnostic Observation Schedule-Second Edition (ADOS-2) was followed in a subset of 95 NDD patients to assess the severity of autism and all statistical tests were performed using the R package. Results: Of all the samples assayed, 12.26% (26/212) and 57.08% (121/212) patients carried pathogenic and variant of uncertain significance (VOUS) CNVs, respectively. While 2.83% (6/212) patients' pathogenic CNVs were found to be located in the subtelomeric regions. Further burden test identified females are significant carriers of pathogenic CNVs compared to males (OR = 4.2; p = 0.0007). We have observed an increased number of Loss of heterozygosity (LOH) within cases with 23.85% (26/109) consanguineous parents. Our analyses on imprinting genes show, 36 LOH variants disrupting 69 unique imprinted genes and classified these variants as VOUS. ADOS-2 subset shows severe social communication deficit (p = 0.014) and overall ASD symptoms severity (p = 0.026) among the patients carrying duplication CNV compared to the CNV negative group. Candidate gene analysis identified 153 unique CEGs in pathogenic CNVs and 31 in VOUS. Of the unique genes, 18 genes were found to be in smaller (<1 MB) focal CNVs in our NDD cohort and we identified PSMC3 gene as a strong candidate gene for Autism Spectrum Disorder (ASD). Moreover, we hypothesized that KMT2B gene duplication might be associated with intellectual disability. Conclusion: Our results show the utility of CMA for precise genetic diagnosis and its integration into the diagnosis, therapy and management of NDD patients.