This work introduces the Dynamic PDB dataset, which integrates dynamic behaviors and comprehensive physical properties for over 12,600 proteins, and proposes an extension of the SE(3) diffusion model to leverage this enriched data for improved protein trajectory prediction.
Incorporating hepatitis C virus transmission dynamics is crucial for accurately estimating the cost-effectiveness of directly acting antiviral treatments, especially as a function of treatment uptake rate. The timing and frequency of treatment programs also significantly impact their cost-effectiveness.
Artificial intelligence (AI) and the exponential growth in biological data present an unprecedented opportunity to construct comprehensive virtual cell models that can simulate cellular behavior, predict responses to perturbations, and uncover underlying mechanisms.
A generalist deep learning model for axon and myelin segmentation that outperforms dedicated single-domain models and generalizes better to out-of-distribution data by aggregating diverse histology imaging datasets.
Buildup of a molecular meshwork around neurons in the arcuate nucleus of the hypothalamus blocks insulin signaling, leading to increased food intake, fat accumulation, and metabolic problems in obese mice.
腸道定植抵抗力的喪失會使潛在有害細菌大量入侵腸道,重建定植抵抗力是一個重要的臨床目標。腸道定常菌可以通過耗竭營養來抑制肺炎克雷伯氏菌等有害細菌的入侵。
장내 상주 박테리아가 영양분 고갈을 통해 Klebsiella pneumoniae와 같은 유해 박테리아의 장내 정착을 억제한다.
腸内細菌は、栄養分の奪い合いによって、有害細菌の腸内への侵入を阻止する。
Gut commensal bacteria suppress colonization by harmful pathogens like Klebsiella pneumoniae through nutrient depletion.
視丘神經元外基質的病理性重塑是導致代謝性疾病的根本機制。