Improving functional protein generation via foundation model-derived latent space likelihood optimization.

A variety of deep generative models have been adopted to perform functional protein generation. Compared to 3D protein design, sequence-based generation methods, which aim to generate amino acid sequences with desired functions, remain a major approach for functional protein generation due to the abundance and quality of protein sequence data, as well as the relatively low modeling complexity for training. Although these models are typically trained to match protein sequences from the training data, exact matching of every amino acid is not always essential.

Resensitization - Should repeat testing be performed in patients undergoing penicillin allergy evaluations? A Pro-Con Debate.

Evaluating penicillin allergy labels and expanding access to preferred treatment options safely is of critical public health importance. Most patients with penicillin allergy labels are not allergic, and even in those with verified allergy, sensitization wanes over time. However, sensitization is complex and while a patient may have a negative penicillin allergy evaluation (including a drug challenge), resensitization can occur, raising a risk of a subsequent reaction upon exposure.

The Association Between Father Support and Daughter Physical Activity: Insights From a Study Involving U.S. Latina Pre-Teens.

Purpose: Social support, particularly from family, is crucial for physical activity (PA) among youth. This study examined the association between father support and moderate-to-vigorous physical activity (MVPA) in Latina pre-teens and explored the moderating role of body mass index (BMI).

Design: Cross-sectional analysis.

Prefrontal cortex synchronization with the hippocampus and parietal cortex is strategy-dependent during spatial learning.

During spatial learning, subjects progressively adjust their navigation strategies as they acquire experience. The medial prefrontal cortex (mPFC) supports this operation, for which it may integrate information from distributed networks, such as the hippocampus (HPC) and the posterior parietal cortex (PPC). However, the mechanism underlying the prefrontal coordination with HPC and PPC during spatial learning is poorly understood.

Alpha-Lipoic Acid-Mediated Inhibition of LTB Synthesis Suppresses Epithelial-Mesenchymal Transition, Modulating Functional and Tumorigenic Capacities in Non-Small Cell Lung Cancer A549 Cells.

Background: Leukotriene B (LTB) plays a crucial role in carcinogenesis by inducing epithelial-mesenchymal transition (EMT), a process associated with tumor progression. The synthesis of LTB is mediated by leukotriene A hydrolase (LTAH), and it binds to the receptors BLT and BLT. Dysregulation in LTB production is linked to the development of various pathologies.