Growth factor thermostability dataset derived from experimental and computational approaches to accelerate cultured meat development
Ng, Wei; Kiana, Aghakasiri; Rebecca, Pierce; Julia, Marschallinger; Ong, Kimberly; Rees, Steven; Staszak, David; +1 Authors
Ng, Wei; Kiana, Aghakasiri; Rebecca, Pierce; Julia, Marschallinger; Ong, Kimberly; Rees, Steven; Staszak, David; Duffy, Breanna;
Growth factor thermostability dataset derived from experimental and computational approaches to accelerate cultured meat development
This dataset includes experimentally measured and computationally predicted thermostability data for growth factors commonly used in cultured meat and seafood production. The dataset contains 513 melting temperature values across diverse growth factors and variants, derived from a literature review (using a Large Language Model (LLM) GPT-4.1 with manual validation) and novel thermal shift data. Additional thermodynamic parameters on a subset of 15 growth factors derived from in silico analysis using FoldX are also provided. This work was supported by Food Systems Innovations.