Synergizing GA-XGBoost and QSAR modeling: Breaking down activity aliffs in HDAC1 inhibitors.

The work being presented now combines severe gradient boosting with Shapley values, a thriving merger within the field of explainable artificial intelligence. We also use a genetic algorithm to analyse the HDAC1 inhibitory activity of a broad pool of 1274 molecules experimentally reported for HDAC1 inhibition. We conduct this analysis to ascertain the HDAC1 inhibitory activity of these molecules.

Systems delay in women with breast cancer - A sequential explanatory mixed-methods study from central rural India.

Background: Globally, breast cancer is the most common malignant tumor in both developed and developing nations, with an incidence of 2 million cases every year and around 6 lakh deaths. Even after the availability of healthcare facilities, delays in the management of breast cancer are seen in both developed and developing countries.

Objectives: To assess the patient and system-level delays and to determine the factors that cause the identified delays in women with breast cancer from central rural India.

The Impact of HPV Vaccination on Cervical Cancer in adolescent females: A narrative review.

To effectively prevent cervical cancer, a leading cause of global morbidity and mortality among women, widespread adoption of the HPV vaccine has a well-established link to human papillomavirus (HPV) infection. HPV vaccine must be the vaccine's effectiveness in reducing HPV infections, and subsequent cervical lesions have been extensively demonstrated, marking a pivotal milestone in public health. Important research highlights the vaccine's safety profile, allaying worries and promoting trust in its application.

Association Between Neighborhood Deprivation and Gestational Diabetes: A Systematic Review and Meta-Analysis.

Gestational diabetes mellitus (GDM) is a major global health concern, affecting maternal and child health. Although genetic predispositions and individual medical histories are well-recognized risk factors, emerging research suggests a significant impact of external factors like neighborhood socioeconomic characteristics. This study systematically reviews and meta-analyzes the association between neighborhood deprivation and GDM incidence.

Macrodystrophia lipomatosa: Clinical and radiological insights into localized gigantism.

A rare type of localized gigantism known as macrodystrophia lipomatosa is characterized by a disproportionate increase in fibroadipose tissues and a gradual overgrowth of all mesenchymal elements. The distribution in the lower extremities' plantar nerves and the upper extremity's median nerve is most commonly observed. This abnormality is congenital and typically manifests at birth or during the neonatal stage.

MRI appearance of Bochdalek's flower basket in a patient with bilateral hippocampus infarct.

The occurrence of isolated bilateral hippocampus infarct is extremely rare and is thought to be associated with a number of etiologies, including ischemia, infection, paraneoplastic syndromes, seizures, drug addiction, etc. The presented manuscript depicts a case of a 28-year-old male patient who has been a chronic alcoholic for the past 4 years and, on imaging, was found to have a bilateral hippocampal infarct in isolation. Also, the manuscript presents the appearance of the magnetic resonance imaging (MRI) of Bochdalek's flower basket, which is an anatomical variant of the choroid plexus in the fourth ventricle.

Mortality reduction with 23-valent pneumococcal polysaccharide vaccine: a systematic review and meta-analysis.

Background: Pneumococcal disease, caused by Streptococcus pneumoniae, imposes a significant global health burden, particularly affecting vulnerable groups such as the elderly and immunocompromised. The 23-valent pneumococcal polysaccharide vaccine (PPV23) is designed to protect against 23 serotypes of Streptococcus pneumoniae. However, there is ongoing debate about its effectiveness in reducing all-cause mortality.

Unveiling cyclodextrin conjugation as multidentate excipients: An exploratory journey across industries.

The discovery of branched molecules like dextrin by Schardinger in 1903 marked the inception of cyclodextrin (CD) utilization, catalyzing its journey from laboratory experimentation to widespread commercialization within the pharmaceutical industry. CD, a cyclic oligosaccharide containing glucopyranose units, acts as a versatile guest molecule, forming inclusion complexes (ICs) with various host molecules. Computational studies have become instrumental in elucidating the intricate interactions between β-CD and guest molecules, enabling the prediction of binding energy, forces, affinity, and complex stability.

Effectiveness of Tecovirimat in Mpox Cases: A Systematic Review of Current Evidence.

Mpox, formerly known as monkeypox, has re-emerged as a significant global health concern, particularly during the widespread outbreak of 2022. As an orthopoxvirus related to the eradicated smallpox virus, mpox has been primarily managed with smallpox vaccines and treatments, including the antiviral agent Tecovirimat. This systematic review aims to evaluate the effectiveness and safety of Tecovirimat in treating mpox, focusing on its use during the 2022 outbreak, especially among high-risk populations, including men who have sex with men and people living with HIV.

Burden of neurologic diseases in BRICS countries (1990 to 2021): an analysis of 2021 Global Burden of Disease Study.

Background: Neurological disorders are a major global health concern, especially in BRICS nations (Brazil, Russia, India, China, South Africa), where demographic and socio-economic changes have amplified their impact. This study evaluates trends in incidence, prevalence, mortality, and Disability-Adjusted Life Years (DALYs) associated with neurological diseases in these countries from 1990 to 2021, focusing on sex disparities and key risk factors.

Methods: Data were obtained from the Global Burden of Disease (GBD) 2021 database.

Effect of physiotherapy interventions on pain management, function and quality of life in patellofemoral pain syndrome: A systematic review protocol.

Background: Patellofemoral pain syndrome (PFPS) is a prevalent and often debilitating condition, affecting approximately 22.7% of the population and significantly contributing to knee-related disorders. It primarily impacts young athletes and sedentary individuals, impairing their quality of life and functional abilities.

WEBINO: A unique neuro-ophthalmological manifestation of the unilateral mid-brain cerebrovascular event.

WEBINO (wall eye intranuclear ophthalmoplegia) is a specific type of neuroophthalmological condition that occurs due to a lesion in the MLF (medial longitudinal fasciculus), which causes unique symptoms characterized by bilateral adduction (inward movement of the eyes) impairment. Still, the abduction (outward movement of the eyes) may be preserved, and nystagmus during abduction is seen along with severe exotropia (outward movement of the eyes). In this case report, we report a 65-year-old male with a sudden onset of double vision, which he noticed while watching television, associated with a certain degree of vision loss and right-sided weakness of the body.

Exploring the scope and utility of peer observation by medical students: A narrative review.

As medical knowledge continues to advance each day and there are multiple competencies that need to be acquired by undergraduate students, it becomes quite challenging for them to become competent within the period of training. The purpose of the current review is to explore the process of peer observation, identify the benefits attributed to peer observation, and explore various strategies to measure the impact of peer observation in medical education. An extensive search of all materials related to the topic was carried out on the PubMed and Google Scholar search engines and a total of 25 articles were selected based on their suitability with the current review objectives.

Constant Desbordes Painting of Jean-Louis Alibert Administering the Smallpox Vaccine ("La Vaccine"): An Historic Vaccination or Artistic Imagination?

In 1822, France's Ministry of the Interior, concerned about dropping vaccination rates among the population, commissioned the French artist Constant Joseph Desbordes (1761-1828) to create an artwork that would educate the public about the benefits of the smallpox vaccine. The Painting that resulted is entitled: "La Vaccine" ("The Cowpox Inoculation") and a copy of it is entitled "La Vaccine au Chateau de Liancourt" ("Performing the Vaccination against Smallpox in the Chateau of Liancourt"). The highlight of the painting is its central figure, one of France's most distinguished physicians, Jean-Louis Alibert (1768-1837) performing, in dramatic fashion, the arm to arm method of smallpox vaccination that was common at that time.

Prostate cancer burden in South Asia: A systematic analysis of global burden of disease data (1990-2021).

Objectives: The objectives of this study were to analyze trends in prostate cancer incidence, incidence, mortality, and disability-adjusted life years (DALYs) from 1990 to 2021 via data from the Global Burden of Disease (GBD) study in South Asia. Additionally, the study projects future prostate cancer incidence rates up to 2031 to inform public health interventions in South Asia.

Methods: Data covering South Asian countries such as Bangladesh, Bhutan, India, Nepal, and Pakistan were obtained from the GBD 2021 portal.

Targeting scapular muscles with facilitatory movement patterns to improve upper extremity function in gangliocapsular stroke: a case report.

Background: Gangliocapsular stroke is a specific type of hemorrhagic stroke that primarily affects the basal ganglia and internal capsule due to rupture of the lenticulostriate perforating arteries. Patients afflicted with this condition often present with contralateral motor deficits, particularly affecting the upper extremity. Additionally, these individuals may experience challenges in coordination and stability, largely due to the involvement of the shoulder and scapular girdle.

Challenges and Innovations in Breast Cancer Screening in India: A Review of Epidemiological Trends and Diagnostic Strategies.

The intricate terrain of breast cancer (BC) in India is examined in this review, which also looks at screening techniques, geographical differences, epidemiological trends, and obstacles to early diagnosis. BC has a major impact in India, especially on women. The research examines data from 2014 to 2024 and finds that, although overall cancer rates are declining, there has been a noticeable increase in BC cases.