Directed evolution of enzymes at the crossroads of tradition and innovation
An iterative cycle of data‐driven enzyme optimization comprising four stages: genetic diversification of a template enzyme, expression of protein variants, high‐throughput evaluation, and machine‐learning‐guided redesign of the next variant library.
Maria Tomkova +2 more
wiley +1 more source
Influencing factors on mechanical properties of tendon-suture system during graft preparation: a multiple linear regression analysis. [PDF]
Dong A, Ma C, Yang S, Guo J, Zhao Z.
europepmc +1 more source
Hyperosmotic stress triggers the relocation of the CFIm complex from the nucleus to the cytoplasm. This shift creates a nuclear ‘stoichiometric bottleneck’, limiting CFIm availability for mRNA processing. Consequently, specific mRNAs like NUDT21 and DICER1 undergo targeted 3′UTR shortening, demonstrating how spatial protein dynamics drive rapid ...
Hitomi Soumiya +2 more
wiley +1 more source
Prediction of urban heat island intensity based on multiple linear regression and deep learning. [PDF]
Liu X +7 more
europepmc +1 more source
IGFBP4 knockdown (KD) impairs preadipocyte proliferation and is associated with IGF1R protein downregulation and attenuated AKT phosphorylation. The mechanisms by which IGFBP4 KD influences the IGF1R/AKT signaling pathway involve newly synthesized proteins and lysosomal degradation pathways. Created in BioRender.
Yujia Guo +6 more
wiley +1 more source
A study on carbon emission prediction of multi-energy complementary power system based on multiple linear regression model. [PDF]
Sha J, Kang W, Ma R, Zhu D, Liu J.
europepmc +1 more source
Accurate and noninvasive prostate cancer detection using plasma‐derived extracellular vesicle RNA
Plasma extracellular vesicles were captured with WGA‐conjugated magnetic beads and profiled for RNA biomarkers. A three‐RNA panel (NM_024955, NR_047469, and NR_002564) distinguished prostate cancer from healthy controls and benign prostatic hyperplasia, supporting a simple, noninvasive approach to improve prostate cancer detection.
Hanping Wei, Haoran Wu, Wei Feng
wiley +1 more source
Multiple linear regression analysis report on influencing factors of non-litigation medical dispute compensation costs. [PDF]
Gao Q, Li HJ, Chen Y, Ji WX, Sun SQ.
europepmc +1 more source
The presence of biotin‐binding avidin proteins in fish and their biological significance are poorly characterized. We cataloged fish avidins and demonstrate that they are widely present and evolutionarily conserved. We created avd knockout zebrafish and show that zebavidin is dispensable for development and that resistance of avd knockout embryos in ...
Anni K. Saralahti +5 more
wiley +1 more source
Influencing Factors of Pine Wood Milling Force Based on Principal Component Analysis and Multiple Linear Regression. [PDF]
Shen B, Buck D, Yuan Z, Zhu Z.
europepmc +1 more source

