Machine learning and multi-omics in precision medicine for ME/CFS.

Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a complex and multifaceted disorder that defies simplistic characterisation. Traditional approaches to diagnosing and treating ME/CFS have often fallen short due to the condition's heterogeneity and the lack of validated biomarkers. The growing field of precision medicine offers a promising approach which focuses on the genetic and molecular underpinnings of individual patients.

Lateral End-Range Movement Profile and Shot Effectiveness During Grand Slam Tennis Match-Play.

End-range movements are among the most demanding but least understood in the sport of tennis. Using male Hawk-Eye data from match-play during the 2021-2023 Australian Open tournaments, we evaluated the speed, deceleration, acceleration, and shot quality characteristics of these types of movement in men's Grand Slam tennis. Lateral end-range movements that incorporated a change of direction (CoD) were identified for analysis using k-means (end-range) and random forest (CoD) machine learning models.

Spinal Cord Stimulation for Low Back Pain: A Systematic Review.

Purpose Of Review: Chronic low back pain (LBP) is a prevalent and debilitating condition affecting millions worldwide. Among emerging interventions, spinal cord stimulation (SCS) has gained attention as a potential alternative for managing chronic LBP, particularly when alternative approaches fail to provide adequate relief.

Recent Findings: This systematic review focuses on both residual pain levels and ability to perform daily tasks after treatment with SCS.

Biosecurity Principles for Reproductive Diseases of Cattle.

This article addresses infectious reproductive diseases in cattle, which can significantly impact production and profit on cattle operations. It highlights vital biosecurity practices aimed at minimizing the introduction of reproductive pathogens into breeding herds, including the importance of maintaining records, implementing a defined breeding season, culling nonproductive animals, quarantining and testing imported livestock, and the use of vaccines to maximize herd immunity. The article focuses on economically important reproductive pathogens of cattle from a biosecurity standpoint, focusing on mitigating the introduction and impact of reproductive diseases in cattle.

The microorganisms and metabolome of Pinus radiata Pollen.

Background: Pollen is a crucial source of nutrients and energy for pollinators. It also provides a unique habitat and resource for microbiota. Previous research on the microbiome of pollen has largely focused on angiosperm systems, with limited research into coniferous gymnosperms.