“…Studies on identifying mechanisms involved in yeast stress response to acetic acid have also provided insights into tolerance engineering and offered novel candidate genes (Meijnen et al, ; Mira, Palma, Guerreiro, & Sa‐Correia, ). The previous rational engineering involved the direct manipulation of known genetic factors associated with acid transcriptional regulation ( HAA1 , MSN2 ), metal metabolism ( AFT1 ), purine biosynthesis ( ADE1 , ADE13 , ADE17 ), plasma membrane ergosterol synthesis ( ERG ‐genes and PDR18 ), and others (Chen et al, ; Godinho et al, ; Oh et al, ; Tanaka, Ishii, Ogawa, & Shima, ; Zhang et al, ). However, due to the complex trait of the acetic acid stress response and the limited understanding of coordinated regulations of multiple genes (Ling, Teo, Chen, Leong, & Chang, ), it is still challenging to discover a set of effective gene targets for efficient sugar fermentation under acidic stress via knowledge‐based rational engineering approaches.…”