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Understanding the differentiation, a biological process from a multipotent stem or progenitor state to a mature cell is critically important. We develop a theoretical framework to quantify the underlying potential landscape and biological…

分子网络 · 定量生物学 2012-02-29 Haidong Feng , Jin Wang

Receptor-ligand interactions are essential for biological function and their binding strength is commonly explained in terms of static lock-and-key models based on molecular complementarity. However, detailed information of the full…

生物物理 · 物理学 2021-02-19 Felix Rico , Andreas Russek , Laura Gonzalez , Helmut Grubmuller , Simon Scheuring

RNA/protein interactions play crucial roles in controlling gene expression. They are becoming important targets for pharmaceutical applications. Due to RNA flexibility and to the strength of electrostatic interactions, standard docking…

生物大分子 · 定量生物学 2013-07-23 Trang N. Do , Paolo Carloni , Gabriele Varani , Giovanni Bussi

Rebinding kinetics of molecular ligands plays a critical role in biomachinery, from regulatory networks to protein transcription, and is also a key factor for designing drugs and high-precision biosensors.In this study, we investigate…

生物物理 · 物理学 2018-07-12 Aykut Erbas , Monica Olvera de la Cruz , John F. Marko

We study the binding of plant hormone IAA on its receptor TIR1 introducing a novel computational method that we call tomographic docking and that accounts for interactions occurring along the depth of the binding pocket. Our results suggest…

生物大分子 · 定量生物学 2016-10-20 Veselina V. Uzunova , Mussa Quareshy , Charo I. del Genio , Richard M. Napier

Reconstruction of gene regulatory networks is the process of identifying gene dependency from gene expression profile through some computation techniques. In our human body, though all cells pose similar genetic material but the activation…

Response-Adaptive Randomization (RAR) is part of a wider class of data-dependent sampling algorithms, for which clinical trials are typically used as a motivating application. In that context, patient allocation to treatments is determined…

统计方法学 · 统计学 2022-06-09 David S. Robertson , Kim May Lee , Boryana C. Lopez-Kolkovska , Sofia S. Villar

A key factor influencing a drug's efficacy is its residence time in the binding pocket of the host protein. Using atomistic computer simulation to predict this residence time and the associated dissociation process is a desirable but…

软凝聚态物质 · 物理学 2015-10-08 Pratyush Tiwary , Jagannath Mondal , Joseph A. Morrone , B. J. Berne

A simple model for the force-dependent unwinding and rewinding rates of the nucleosome inner turn is constructed and quantitatively compared to the results of recent measurements [A. H. Mack et al., J. Mol. Biol. 423, 687 (2012)]. First, a…

生物大分子 · 定量生物学 2015-06-11 S. G. J. Mochrie , A. H. Mack , D. J. Schlingman , R. Collins , M. Kamenetska , L. Regan

From the response to external stimuli to cell division and death, the dynamics of living cells is based on the expression of specific genes at specific times. The decision when to express a gene is implemented by the binding and unbinding…

分子网络 · 定量生物学 2009-11-13 Johannes Berg

Experiments indicate that unbinding rates of proteins from DNA can depend on the concentration of proteins in nearby solution. Here we present a theory of multi-step replacement of DNA-bound proteins by solution-phase proteins. For four…

生物大分子 · 定量生物学 2015-06-19 Simona Cocco , John F. Marko , Remi Monasson

Experimental variables of optical tweezers instrumentation that affect RNA folding/unfolding kinetics were investigated. A model RNA hairpin, P5ab, was attached to two micron-sized beads through hybrid RNA/DNA handles; one bead was trapped…

生物物理 · 物理学 2009-11-13 J. -D. Wen , M. Manosas , P. T. X. Li , S. B. Smith , C. Bustamante , F. Ritort , I. Tinoco

Appropriate regulation of gene expression is essential to ensure that protein synthesis occurs in a selective manner. The control of transcription is the most dominant type of regulation mediated by a complex of molecules such as…

分子网络 · 定量生物学 2010-02-04 Rajesh Karmakar

Searching for reaction pathways describing rare events in large systems presents a long-standing challenge in chemistry and physics. Incorrectly computed reaction pathways result in the degeneracy of microscopic configurations and inability…

化学物理 · 物理学 2019-06-18 J. Rydzewski , O. Valsson

Molecular motors walk along filaments until they detach stochastically with a force-dependent unbinding rate. Here, we show that this unbinding rate can be obtained from the analysis of experimental data of molecular motors moving in…

生物物理 · 物理学 2019-03-18 Florian Berger , Stefan Klumpp , Reinhard Lipowsky

Genes are connected in complex networks of interactions where often the product of one gene is a transcription factor that alters the expression of another. Many of these networks are based on a few fundamental motifs leading to switches…

分子网络 · 定量生物学 2026-03-05 Zitao Yang , Rebecca J. Rousseau , Sara D. Mahdavi , Hernan G. Garcia , Rob Phillips

Studying the pathways of ligand-receptor binding is essential to understand the mechanism of target recognition by small molecules. The binding free energy and kinetics of protein-ligand complexes can be computed using molecular dynamics…

化学物理 · 物理学 2023-08-14 Dhiman Ray , Michele Parrinello

Protein-ligand binding prediction is a fundamental problem in AI-driven drug discovery. Prior work focused on supervised learning methods using a large set of binding affinity data for small molecules, but it is hard to apply the same…

生物大分子 · 定量生物学 2023-12-14 Wengong Jin , Siranush Sarkizova , Xun Chen , Nir Hacohen , Caroline Uhler

We investigate dynamics of a kinetic model of inhibitory autoregulation as exemplified when a protein inhibits its own production by interfering with its messenger RNA, known in molecular biology as translational autoregulation. We first…

分子网络 · 定量生物学 2019-01-09 Vivian Tyng , Michael E. Kellman

RNA binding proteins play a crucial role in post-transcriptional gene regulation by controlling the transport, processing, and translation of their target RNAs. Post-transcriptional gene regulation leads to the differential expression of…

生物大分子 · 定量生物学 2026-03-24 Danielle Wampler , Ralf Bundschuh
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