Date: August 17, 2023
Dr. Huang delivered a captivating presentation at the ACS 2023 Fall Conference, shedding light on cutting-edge advancements in enzyme biocatalysis. Her talk, titled "Predicting Biocatalytic Activities of Enzymes by Binding Mode Analysis and Machine Learning" showcased remarkable insights into the realm of biocatalysts. The event, held at San Francisco, served as a melting pot of ideas and discoveries.
Dr. Huang's presentation delved into the world of enzyme biocatalysis, spotlighting the critical role of binding mode analysis in enzyme engineering. She discussed three key enzymes, CHMO, P450, and ADH, and demonstrated how insights from binding mode analysis can be harnessed to manipulate and enhance their properties. By understanding and controlling these properties, researchers are paving the way for applications in various industries.
A pivotal aspect of Dr. Huang's work lies in the intersection of binding mode analysis and machine learning. Her talk illuminated an accelerated prediction process that harnesses the power of machine learning to forecast key enzyme characteristics. This approach, which encompasses thermostability, selectivity, and substrate scope, empowers scientists to streamline the enzyme selection process for diverse applications, ranging from biotechnology to pharmaceuticals.
In conjunction with Dr. Huang's presentation, her PhD student, Jiahui Zhou, presented a poster that echoed and complemented the research theme. Jiahui Zhou's poster centred around the rational modification of terpene synthases, showcasing the potential to enhance their performance through intelligent design.
The ACS 2023 Fall Conference provided a unique platform for experts and researchers to exchange insights and foster collaboration. Dr. Huang's presentation illuminated the convergence of binding mode analysis and machine learning in expediting the design of biocatalysts, sparking fresh perspectives among attendees for the future of the field.
For further information about Dr. Huang's research and accomplishments, kindly visit the official website of the School of Chemistry and Chemical Engineering (CCE)
Website: https://pure.qub.ac.uk/en/persons/meilan-huang