“…Protein sequences vary by more than ten orders of magnitude in thermodynamic folding stability (the ratio of unfolded to folded molecules at equilibrium) (Dill, 1990; Goldenzweig and Fleishman, 2018). Even single point mutations that alter stability can have profound effects on health and disease (Stein et al, 2019; Wang and Moult, 2001; Yue et al, 2005), pharmaceutical development (Rodríguez-Rodríguez et al, 2012; Stutz and Blein, 2020; Wang et al, 2021), and protein evolution (Agozzino and Dill, 2018; Bloom et al, 2006; Drummond and Wilke, 2008; Gong et al, 2013). Thousands of point mutants have been individually studied over decades to quantify the determinants of stability (Nikam et al, 2021; Xavier et al, 2021), but these studies highlight a challenge: similar mutations can have widely varying effects in different protein contexts, and these subtleties remain difficult to predict despite substantial effort (Laimer et al, 2015; Schymkowitz et al, 2005).…”