NDRG2 regulates milkfatbiosynthesis by targeting the AMPK/SREBP1 axis in bovine mammary epithelial cells.

Milk fat serves as the primary energy source for both humans and animals, playing a pivotal role in various metabolic and physiological processes. N-myc downstream regulated gene 2 (NDRG2), a member of the NDRG family, is closely involved in cellular proliferation and differentiation. However, the specific role of NDRG2 in milk fat synthesis within bovine mammary epithelial cells (BMECs), as well as its underlying molecular mechanisms, remains unclear.

An Information Gain-Based Model and an Attention-Based RNN for Wearable Human Activity Recognition.

Wearable sensor-based HAR (human activity recognition) is a popular human activity perception method. However, due to the lack of a unified human activity model, the number and positions of sensors in the existing wearable HAR systems are not the same, which affects the promotion and application. In this paper, an information gain-based human activity model is established, and an attention-based recurrent neural network (namely Attention-RNN) for human activity recognition is designed.

Construction of EGFP-tagged rBCG of E.tenella and distribution in chickens.

Chicken coccidiosis is a major parasitic disease with substantial economic burden to the poultry industry. Enhanced green fluorescent protein (EGFP) tagged recombinant Bacille Calmette-Guerin (rBCG), as a fusion protein with coccidian rhomboid antigen was constructed to track rBCG in vivo in chickens in this study. Immunization of chickens with one dose of rBCG pMV361-Rho/EGFP induced humoral immune response.