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Multiple receptor analysis-based DNA molecular computation has been developed to mitigate the off-target effect caused by nonspecific expression of cell membrane receptors. However, it is quite difficult to involve nanobodies into molecular computation with programmed recognition order because of the "always-on" response mode and the inconvenient molecular programming. Here we propose a spatial segregation-based molecular computing strategy with a shielded internal computing layer termed DNA nano-phage (DNP) to program nanobody into DNA molecular computation and build a series of kinetic models to elucidate the mechanism of microenvironment-confinement. We explain the contradiction between fast molecular diffusion and effective DNA computation using a "diffusion trap" theory and comprehensively overcome the kinetic bottleneck of DNP by determining the rate-limiting step. We predict and verify that identifying trace amount of target cells in complex cell mixtures is an intrinsic merit of microenvironment-confined DNA computation. Finally, we show that DNP can efficiently work in complex human blood samples by shielding the interference of erythrocytes and enhance phagocytosis of macrophages toward target cells by blocking CD47-SIRPα pathway.
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http://dx.doi.org/10.1038/s41467-025-56219-9 | DOI Listing |
J Pept Sci
October 2025
School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China.
Targeting thrombin to screen safe thrombin inhibitors from natural plants and animals is a critical direction in anticoagulant drug development. This study aimed to screen thrombin inhibitors from the nonbloodsucking leech Whitmania pigra (WP) and elucidate the mechanism of anticoagulation through a "computation-guided experimentation" strategy. A peptide library was constructed from WP hydrolysates, and virtual screening was performed using molecular docking and dynamics simulations.
View Article and Find Full Text PDFJ Cereb Blood Flow Metab
September 2025
Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria.
Functional PET (fPET) identifies stimulation-specific changes of physiological processes, individual molecular connectivity and group-level molecular covariance. Since there is currently no consistent analysis approach available for these techniques, we present a toolbox for unified fPET assessment. The toolbox supports analysis of data obtained with a variety of radiotracers, scanners, experimental protocols, cognitive tasks and species.
View Article and Find Full Text PDFEcotoxicol Environ Saf
September 2025
Key Laboratory of Groundwater Resources and Environment, Ministry of Education, Jilin Provincial Key Laboratory of Water Resources and Environment, College of New Energy and Environment, Jilin University, Changchun 130012, China.
Liquid crystal monomers (LCMs) have emerged as novel endocrine disrupting chemicals that affect the growth, development, and metabolism of organisms by binding to nuclear hormone receptors (NHRs). However, the studies on the impact of LCMs' molecular features on their binding affinities remain limited. In this study, considering the challenge of activity cliffs in linear quantitative structure-activity relationship modeling, a multidimensional feature fusion model was developed to predict the binding affinities of 1173 LCMs to 15 NHRs.
View Article and Find Full Text PDFJ Chem Theory Comput
September 2025
Donostia International Physics Center (DIPC), 20018 Donostia, Euskadi, Spain.
The adaptive derivative-assembled problem-tailored variational quantum eigensolver (ADAPT-VQE) is one of the most widely used algorithms for electronic structure calculations in quantum computers. It adaptively selects operators based on their gradient, constructing ansätze that continuously evolve to match the energy landscape, helping avoid local traps and barren plateaus. However, this flexibility in reoptimization can lead to the inclusion of redundant or inefficient operators that have almost zero parameter value, barely contributing to the ansatz.
View Article and Find Full Text PDFAnn N Y Acad Sci
September 2025
Institute of Biological and Chemical Systems, Karlsruhe Institute of Technology, Eggenstein-Leopoldshafen, Germany.
The genome stores and processes approximately 1.5 gigabytes of encoded information. In this article, we propose that the eukaryotic genome and its adaptable three-dimensional packing in the form of chromatin offer a valuable template for the system architecture of DNA-based digital computers.
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