Source Themes

Enhancing the accuracy of genome-scale metabolic models with kinetic information
Metabolic models can be used to analyze and predict cellular features such as growth estimation, gene essentiality, and product …
Jorge Lázaro, Arin Wongprommoon, Jorge Júlvez, Stephen G. Oliver
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Monitoring pathogens in wastewater
Wastewater genomic surveillance can transform global viral disease monitoring. This Genome Watch article explores the techniques, …
Arin Wongprommoon, Chalita Chomkatekaew, Claire Chewapreecha
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Accuracy and data efficiency in deep learning models of protein expression
Deep learning, a type of machine learning, can be used to predict how much protein a specific DNA sequence can produce. But, it usually needs a lot of data. We managed to get a deep learning model to do make predictions with less data, especially if the data is diverse. Our study is useful because people can then produce fewer DNA to train a model, and this is cheaper.
Evangelos-Marios Nikolados, Arin Wongprommoon, Oisin Mac Aodha, Guillaume Cambray, Diego A. Oyarzún
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Accuracy and data efficiency in deep learning models of protein expression
Melittin Induced G1 Cell Cycle Arrest and Apoptosis in Chago-K1 Human Bronchogenic Carcinoma Cells and Inhibited the Differentiation of THP-1 Cells into Tumour-Associated Macrophages

Background: Bronchogenic carcinoma (lung cancer) is one of the leading causes of death. Although many compounds isolated from natural …
Chartsiam Tipgomut, Arin Wongprommoon, Emi Takeo, Teeranai Ittiudomrak, Songchan Puthong, Chanpen Chanchao
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Melittin Induced G1 Cell Cycle Arrest and Apoptosis in Chago-K1 Human Bronchogenic Carcinoma Cells and Inhibited the Differentiation of THP-1 Cells into Tumour-Associated Macrophages
Synthetic biology: engineering order in organisms across scales and species
Synthetic biology has enormous potential to solve problems in health, agriculture, and energy. Bill Jia and Arin Wongprommoon explore engineering approaches to controlling biological processes.
Bill Jia, Arin Wongprommoon
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Synthetic biology: engineering order in organisms across scales and species