Assessment of strength and gait following surgical repair of isolated diaphyseal femur fracture.

Background: Intramedullary nailing is the standard of care for isolated diaphyseal fractures with high union rates, yet patients will often report forms of long-term impairment. Studies have reported residual, long-term weakness of the quadriceps and hamstrings after injury. No manuscripts have characterized how this weakness affects gait years after fracture healing.

Motor deficits and brain pathology in the Parkinson's disease mouse model hA53Ttg.

Background: Parkinson's disease (PD) is a debilitating neurodegenerative disorder characterized by the progressive loss of dopaminergic neurons and the accumulation of α-synuclein (α-syn) aggregates. The A53T missense point mutation occurs in autosomal dominant familial PD and has been found to promote the aggregation of α-syn. To investigate the role of the A53T mutation in PD, researchers have developed various mouse models with this mutation.

Effect of astaxanthin in type-2 diabetes -induced APPxhQC transgenic and NTG mice.

Objectives: Aggregation and misfolding of amyloid beta (Aβ) and tau proteins, suggested to arise from post-translational modification processes, are thought to be the main cause of Alzheimer's disease (AD). Additionally, a plethora of evidence exists that links metabolic dysfunctions such as obesity, type 2 diabetes (T2D), and dyslipidemia to the pathogenesis of AD. We thus investigated the combinatory effect of T2D and human glutaminyl cyclase activity (pyroglutamylation), on the pathology of AD and whether astaxanthin (ASX) treatment ameliorates accompanying pathophysiological manifestations.

Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals.

Classical molecular dynamics (MD) simulations represent a very popular and powerful tool for materials modeling and design. The predictive power of MD hinges on the ability of the interatomic potential to capture the underlying physics and chemistry. There have been decades of seminal work on developing interatomic potentials, albeit with a focus predominantly on capturing the properties of bulk materials.