Deep Learning-Based Detection of Carotid Plaques Informs Cardiovascular Risk Prediction and Reveals Genetic Drivers of Atherosclerosis.

Atherosclerotic cardiovascular disease, the leading cause of global mortality, is driven by lipid accumulation and plaque formation within arterial walls. Carotid plaques, detectable via ultrasound, are a well-established marker of subclinical atherosclerosis. In this study, we trained a deep learning model to detect plaques in 177,757 carotid ultrasound images from 19,499 UK Biobank (UKB) participants (aged 47-83 years) to assess the prevalence, risk factors, prognostic significance, and genetic architecture of carotid atherosclerosis in a large population-based cohort.

Transcriptome profiling and analysis of patients with esophageal squamous cell carcinoma from Kazakhstan.

Esophageal squamous cell carcinoma (ESCC) is the predominant subtype of esophageal cancer in Central Asia, often diagnosed at advanced stages. Understanding population-specific patterns of ESCC is crucial for tailored treatments. This study aimed to unravel ESCC's genetic basis in Kazakhstani patients and identify potential biomarkers for early diagnosis and targeted therapies.

[The mobile applications developed for self-control arterial pressure: systematic review and content-analysis].

The high prevalence of arterial hypertension and necessity for permanent monitoring of blood pressure requires implementation of new methods of interaction between patient and physician in order to optimize medical care. The purpose of the study was to describe and to evaluate functional possibilities of Russian-speaking mobile applications utilized in collecting blood pressure readings to monitor efficiency of arterial hypertension treatment. The study was carried out in June 2023 in three mobile application stores: Apple Store, Google Play and RuStore.

COMPARATIVE ANALYSIS OF THE EFFECTS OF SOME HEPATOPROTECTORS IN EXPERIMENTALLY INDUCED MAFLD IN ADULT WISTAR RATS.

Metabolic associated fatty liver disease (MAFLD) is one of the most common chronic diseases characterized by increased fat accumulation in the liver and metabolic dysfunction. MAFLD is now taking on the character of a pandemic. In addition to dietary therapy and physical activity, hepatoprotectors are included in the pharmacotherapy of MAFLD.

Cas9-targeted Nanopore sequencing rapidly elucidates the transposition preferences and DNA methylation profiles of mobile elements in plants.

Transposable element insertions (TEIs) are an important source of genomic innovation by contributing to plant adaptation, speciation, and the production of new varieties. The often large, complex plant genomes make identifying TEIs from short reads difficult and expensive. Moreover, rare somatic insertions that reflect mobilome dynamics are difficult to track using short reads.