A Guide to Bayesian Optimization in Bioprocess Engineering
ABSTRACT Bayesian optimization has become widely popular across various experimental sciences due to its favorable attributes: it can handle noisy data, perform well with relatively small data sets, and provide adaptive suggestions for sequential experimentation.
Maximilian Siska +5 more
wiley +1 more source
Structure of the imine reductase from Ajellomyces dermatitidis in three crystal forms. Corrigendum. [PDF]
Sharma M +4 more
europepmc +1 more source
Targeted protein degradation represents a paradigm shift from traditional protein inhibition to complete protein elimination. This is achieved through three main strategies for degrading extracellular and membrane proteins: recruitment of cell‐surface LTRs, engagement of intracellular proteins, and receptor‐independent mechanisms.
Mengqing Zhao +6 more
wiley +1 more source
Advances and Challenges in Bioprocess Optimization for the Synthesis of Sugar Nucleotides. [PDF]
Roberts TL, Cosgrove SC, Miller GJ.
europepmc +1 more source
DNAzyme‐Based Nanostructures for Dynamic Cell Regulation and Sensing
This review explores DNAzyme‐based nanostructures for dynamic cell regulation and sensing. By merging catalytic DNA with nanomaterials, they enable precise metal‐ion detection, programmable cell–cell interactions, and high‐resolution bioimaging. These advances open new routes to smart theranostic platforms and clinical translation in precision medicine.
Haoyu Fan, Xichen Du, Ruocan Qian
wiley +1 more source
Complex Coacervate Emulsions as a Strategy to Stabilize Enzymes for Catalysis in Organic Solvents. [PDF]
Penido JA +5 more
europepmc +1 more source
Structural and evolutionary dissection of NADPH‐binding motifs in NADPH‐preferring ene‐reductases
Abstract Ene‐reductases (ERs) catalyze nicotinamide‐dependent, stereoselective reductions of activated CC bonds. While their catalytic chemistry and applications are well‐explored, cosubstrate (NAD(P)H) binding remains poorly understood. Most ERs strongly prefer NADPH despite lacking canonical dinucleotide‐binding folds and instead employ flexible ...
Bianca Kerschbaumer +7 more
wiley +1 more source
Creation of a fungal production platform for biosurfactants by P450 engineering [PDF]
De Vos, Gwen +4 more
core
StabLyzeGraph: High‐throughput screening of combinatorial mutations using graph neural networks
Abstract Engineering protein stability is a powerful strategy across biotechnology and medicine, supporting a broad range of applications such as atomic structure determination, discovery of therapeutic molecules, biomanufacturing, diagnostic reagents, industrial biocatalysis, etc.
Muhammad Waqas +5 more
wiley +1 more source
Advancing Biocatalysis Education: Sustaining the Future of Industrial Biotechnology. [PDF]
Weise NJ, France SP.
europepmc +1 more source

