Pullulanases are well‐known debranching enzymes hydrolyzing α‐1,6‐glycosidic linkages. To date, engineering of pullulanase is mainly focused on catalytic pocket or domain tailoring based on structure/sequence information. Saturation mutagenesis‐involved directed evolution is, however, limited by the low number of mutational sites compatible with combinatorial libraries of feasible size. Using Bacillus naganoensis pullulanase as a target protein, here we introduce the ‘evolutionary coupling saturation mutagenesis’ (ECSM) approach: residue pair covariances are calculated to identify residues for saturation mutagenesis, focusing directed evolution on residue pairs playing important roles in natural evolution. Evolutionary coupling (EC) analysis identified seven residue pairs as evolutionary mutational hotspots. Subsequent saturation mutagenesis yielded variants with enhanced catalytic activity. The functional pairs apparently represent distant sites affecting enzyme activity.
l-Isoleucine dioxygenase (IDO) directly catalyzes
the
C–H bond hydroxylation of several hydrophobic aliphatic amino
acids. However, the ambiguous selectivity of IDO prevents its application
in chiral hydroxy amino acid production. The hydroxylation of l-norleucine by IDO, which produces 4-hydroxynorleucine and
5-hydroxynorleucine with obvious regioselectivity, was used to investigate
the mechanism of IDO regioselectivity. Along with computational structural
analysis and high-throughput screening, the IDO structure revealed
single-site variants (T244A, T244G, and T244S) with enhanced regioselectivity;
for example, the 4-hydroxynorleucine purity in regioisomeric products
increased from 78.9% (by wild-type IDO) to 95.1%, 96.6%, and 95.3%,
respectively. Molecular dynamics simulations showed that mutating
T244 into smaller amino acids fine-tuned the substrate binding pose.
For asymmetric catalysis requiring precise positioning, this change
expanded the most frequent distances between the substrate C4 or C5
and Fe2+, giving a maximum 4-hydroxynorleucine purity of
96.6%. We improved the understanding of the regioselectivity of Fe(II)/2-ketoglutarate-dependent
dioxygenases and provide a route for diversifying C–H hydroxylation-based
active compounds.
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