The long reach of DNA sequence heterogeneity in diffusive processes
Michael Slutsky, Mehran Kardar, Leonid A. Mirny
Abstract
Many biological processes involve one dimensional diffusion over a correlated inhomogeneous energy landscape with a correlation length ξc. Typical examples are specific protein target location on DNA, nucleosome repositioning, or DNA translocation through a nanopore, in all cases with ξc≈ 10 nm. We investigate such transport processes by the mean first passage time (MFPT) formalism, and find diffusion times which exhibit strong sample to sample fluctuations. For a a displacement N, the average MFPT is diffusive, while its standard deviation over the ensemble of energy profiles scales as N3/2 with a large prefactor. Fluctuations are thus dominant for displacements smaller than a characteristic Nc ξc: typical values are much less than the mean, and governed by an anomalous diffusion rule. Potential biological consequences of such random walks, composed of rapid scans in the vicinity of favorable energy valleys and occasional jumps to further valleys, is discussed.
Create a lesson
Related papers
SaltyMeta: a curated benchmark and protein language model-informed web tool for salty peptide prediction
Wanchao Chen, Wen Li, Yanan He et al.
Exploring Optimal Parameters for Ligand-Based Virtual Screening in Early Drug Discovery
Temitope Sobodu, Victor Chibuzor Johnson, Ryan Kern et al.
Synthesizing State-of-the-Art Structure Predictions from Soup of Co-folding Models
Hyosoon Jang, Taewon Kim, Sungsoo Ahn
Sequence-Informed Geometric Evaluation of RNA 3D Structures
Andrea Zerio, Yighua Yao, Alessandro Micheli et al.
Multi-ligand simultaneous docking of Carica papaya leaf phytochemicals, Carpaine and Rutin, reveals multi-mechanism inhibition of cancer proteins BCL-2 and WWP1
Merla Sudha, Asmita Saha, Belaguppa Manjunath Ashwin Desai et al.
Predicting directional flexibility in proteins
Vsevolod Viliuga, Leif Seute, Matteo Tadiello et al.