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2G ethanol; hemicellulose usage; S. cerevisiae; enzyme immobilization; cell immobilization; SHIF; mannonate dehydratase; mannose metabolism; Thermoplasma acidophilum; mannono-1,4-lactone; 2-keto-3-deoxygluconate; aldohexose dehydrogenase; cyclodextrin glucanotransferases; large-ring cyclodextrins; semi rational mutagenesis; carbohydrate active enzymes; archaea; glycosidase; Sulfolobus solfataricus; Saccharolobus solfataricus; Lactobacillus; β-galactosidase; immobilization; cell surface display; LysM domains; biocatalysis; extremophile; 5-hydroxymethylfurfural; 5-hydroxymethylfuroic acid; platform chemicals; whole cells; New Delhi metallo-β-lactamase; NDM-24; kinetic profile; secondary structure; glycoside hydrolase; thioglycosides; Fervidobacterium; endo-β-1,3-glucanase; laminarinase; thermostable; gene duplication; cofactor F420; deazaflavin; oxidoreductase; hydride transfer; hydrogenation; asymmetric synthesis; cofactor biosynthesis; ω-transaminase; α-methylbenzylamine; chiral amine; biotransformation; biodiesel; waste cooking oil; lipase immobilization; interfacial activation; functionalized magnetic nanoparticles; DNase; kinetic profiles; RNase; semi-rational mutagenesis; substrate specificity; engineered Escherichia coli; flavonoid glucuronides; multienzyme whole-cell biocatalyst; organic solvents; psychrophilic yeast; hormone-sensitive lipase; Glaciozyma antarctica; Antarctica and homology modelling; keratinase; serine protease; metalloprotease; peptidase; keratin hydrolysis; keratin waste; valorisation; bioactive peptides; ene reductase; enzyme sourcing; old yellow enzyme; solvent stability; machine learning; flux optimization; artificial neural network; synthetic biology; glycolysis; metabolic pathways optimization; cell-free systems; hydrolase; lipase; esterase; Bacillus subtilis lipase A; transesterification; organic solvent; water activity; immobilized lipase; RSM; fuel properties; chemo-enzymatic synthesis; glycosyl transferases; protein engineering; carbohydrates; industrial enzymes; thermostable enzymes; glycoside hydrolases; cell-free biocatalysis; natural and non-natural multi-enzyme pathways; bio-based chemicals