Machine Learning-Aided Meta-Analysis Reveals Changes in Penaeus vannamei Gut Bacterial Communities Upon Dietary Supplementation-Induced Immunostimulation.

Gut bacterial communities play a key role in shrimp health; thus, their modulation has been a target of dietary supplements which also function in enhancing disease and stress resistance of shrimp. However, this also raised the question of whether immunostimulants yield distinct changes in the gut bacterial composition or whether there are consistent features across all treatments. Here, we performed a machine learning-aided meta-analysis of 16S rRNA gut bacterial community studies of immunostimulants for Penaeus vannamei.

Attenuating Vibrio harveyi Virulence Through Quorum Sensing Interference Using Piperine: An In Vitro and In Silico Approach.

Aquaculture diseases caused by pathogens such as Vibrio spp., amplified by the emergence of antibiotic resistance, threaten the aquaculture industry. Due to its critical role in regulating the expression of genes related to antibiotic resistance and virulence, quorum sensing (QS) was proved to be an ideal target in disease control.

Green tea () extract inhibits biofilm formation in acyl homoserine lactone-producing, antibiotic-resistant isolated from Pasig River, Philippines.

The drastic development of urban districts around the world has caused changes in the environment, specifically on metropolitan waterways such as the Pasig River in the Philippines. These significant changes resulted in diversity of microorganisms and their mechanisms employed such as antibiotic resistance and their communication system or quorum sensing (QS). In this study, four bacterial isolates from Pasig River, identified as , sp.