Sep 2026· Small· pp.
e76025
· 0 citations· 31 references
Medicine
Abstract
Single-atom catalysis is predominantly interpreted through the electronic structure of the metal center and its first coordination sphere, whereas the independent contribution of the second shell remains difficult to isolate experimentally. Here, we report a protein-supported single-atom catalytic platform that enables orthogonal decoupling of first- and second-shell effects. Structurally invariant Pt(Glu)2 units were covalently anchored onto protein scaffolds, while protein conformational transitions selectively modulated the surrounding spatial microenvironment without perturbing the metal active site. Reversible catalytic modulation spanning ∼65% activity range was achieved solely through conformational cycling, without any detectable change to the metal coordination environment. Kinetic analysis revealed that activity changes were dominated by variations in substrate affinity (Km) rather than intrinsic turnover, as confirmed by nearly identical activation energies between folded and unfolded states from Arrhenius analysis. Fluorescence tracking and molecular dynamics simulations further supported that protein folding enhances substrate accessibility and spatial preorganization around the catalytic center. These findings provide an experimentally grounded basis for second-shell design in artificial catalysts, offering a rational strategy to bridge the activity gap between synthetic single-atom systems and natural metalloenzymes.
In conventional π-stacked systems, electronic coupling (J) and site-energy asymmetry (Δε) are governed by the same structural coordinate. Co-facial packing maximizes J but enforces Δε ≈ 0, yielding symmetry-equivalent local-excitation-charge-transfer (LE-CT) manifolds near the charge-resonance/excimer limit, whereas...
Yi-Fei Wei, Jing-Jing Guo, Yu-Chuan Xu et al.· Journal of the American Chem...· 0 citations
Single-atom catalysts (SACs) enable high metal utilization and offer well-defined catalytic sites, yet their rational design is hampered by the instability of isolated atoms and an incomplete understanding of how structure governs performance. Early studies focused mainly on the first coordination sphere; however, cata...
Da-Zhi Yao, Si-Heng Yang, Shu-Hao Wang et al.· Small· 0 citations
Enzymes can be computationally designed for an increasing range of reactions, yet the catalytic efficiencies achieved are typically well below those of natural biocatalysts. Directed evolution can narrow this gap, often improving activity through mutations with non-obvious effects on catalysis. Here, we dissect how dir...
Abbie Lear, H. Bunzel, Adrian J. Mulholland· bioRxiv· 0 citations
Metalloproteins exhibit remarkable reactivity through the precise tuning of metal active sites embedded in the protein matrix. The concepts of the entatic state and rack-induced bonding describe how protein-imposed constraints optimize the metal-coordination structure for physiological functions. Blue copper proteins (...
Shota Hashimoto, Takahide Yamaguchi, Nao Ishikawa et al.· Journal of Inorganic Biochem...· 0 citations
Local coordination cores are critically important in metal-organic frameworks (MOFs) and polyoxometalates (POMs), as they govern the fundamental chemical and structural properties of these materials. Existing methods, including element-resolved persistent homology (ERPH), have limited ability to translate local coordin...
A new machine-learning framework aims to improve the success rate of computational protein design while moving away from results that reproduce sequences found in nature.