paper-with-me

홈 › Papers

Motif Analysis for Small-Number Effects in Chemical Reaction Dynamics

2016-11-12

The number of molecules involved in a cell or subcellular structure is sometimes rather small. In this situation, ordinary macroscopic-level fluctuations can be overwhelmed by non-negligible large fluctuations, which results in drastic changes in chemical-reaction dynamics and statistics compared to those observed under a macroscopic system (i.e., with a large number of molecules). In order to understand how salient changes emerge from fluctuations in molecular number, we here quantitatively define small-number effect by focusing on a `mesoscopic' level, in which the concentration distribution is distinguishable both from micro- and macroscopic ones, and propose a criterion for determining whether or not such an effect can emerge in a given chemical reaction network. Using the proposed criterion, we systematically derive a list of motifs of chemical reaction networks that can show small-number effects, which includes motifs showing emergence of the power law and the bimodal distribution observable in a mesoscopic regime with respect to molecule number. The list of motifs provided herein is helpful in the search for candidates of biochemical reactions with a small-number effect for possible biological functions, as well as for designing a reaction system whose behavior can change drastically depending on molecule number, rather than concentration.

📄 PDF Abstract BibTeX arXiv:1512.02937

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Prediction of Cytochrome P450-Mediated Metabolism Using a Combination of QSAR Derived Reactivity and Induced Fit Docking

2018-11-23

Prediction of metabolism in cytochrome P450s remains to be a crucial yet challenging topic in discovering and designing drugs, agrochemicals and nutritional supplements. The problem is challenging because the rate of P45…

CPUMolecular Docking

Threshold response and bistability in gene regulation by small noncoding RNA

2018-02-15

In this paper, we study through mathematical modelling the combined effect of transcriptional and translational regulation by proteins and small noncoding RNAs (sRNA) in a genetic feedback motif that has an important rol…

odeN: Simultaneous Approximation of Multiple Motif Counts in Large Temporal Networks

2021-08-19 · Ilie Sarpe, Fabio Vandin

Counting the number of occurrences of small connected subgraphs, called temporal motifs, has become a fundamental primitive for the analysis of temporal networks, whose edges are annotated with the time of the event they…

The Hydra Effect: Emergent Self-repair in Language Model Computations

2023-07-28 · Thomas McGrath, Matthew Rahtz, Janos Kramar, Vladimir Mikulik 외

We investigate the internal structure of language model computations using causal analysis and demonstrate two motifs: (1) a form of adaptive computation where ablations of one attention layer of a language model cause a…

FormLanguage ModelingLanguage Modelling

Localize, Then Reason: Visual Latent Structural Reasoning for Molecular Properties and Edits

2026-08-13 · Xingqiao Lin, Junmei Wang, Haocheng Tang arxiv

Local chemical perception and property reasoning are both essential for understanding how molecular structure determines properties. Current LLM-based chemical reasoning methods either receive SMILES/molecular images tog…