paper-with-me

홈 › Papers

Switching off: the phenotypic transition to the uninduced state of the lactose uptake pathway

2021-06-07 · Prasanna M. Bhogale, Robin A. Sorg, Jan-Willem Veening, Johannes Berg

The lactose uptake-pathway of E. coli is a paradigmatic example of multistability in gene-regulatory circuits. In the induced state of the lac-pathway, the genes comprising the lac-operon are transcribed, leading to the production of proteins which import and metabolize lactose. In the uninduced state, a stable repressor-DNA loop frequently blocks the transcription of the lac-genes. Transitions from one phenotypic state to the other are driven by fluctuations, which arise from the random timing of the binding of ligands and proteins. This stochasticity affects transcription and translation, and ultimately molecular copy numbers. Our aim is to understand the transition from the induced to the uninduced state of the lac-operon. We use a detailed computational model to show that repressor-operator binding/unbinding, fluctuations in the total number of repressors, and inducer-repressor binding/unbinding all play a role in this transition. Based on the timescales on which these processes operate, we construct a minimal model of the transition to the uninduced state and compare the results with simulations and experimental observations. The induced state turns out to be very stable, with a transition rate to the uninduced state lower than $2 \times 10^{-9}$ per minute. In contrast to the transition to the induced state, the transition to the uninduced state is well described in terms of a 2D diffusive system crossing a barrier, with the diffusion rates emerging from a model of repressor unbinding.

📄 PDF Abstract BibTeX arXiv:2106.03928

Code (0)

등록된 구현이 없습니다.

Methods 이 논문이 사용한 방법론

Diffusion Diffusion models generate samples by gradually removing noise from a signal, and their training objective can be expressed as a reweighted variational lower-bound…

Similar Papers 제목 키워드 기반

Stochastic modeling of phenotypic switching and chemoresistance in cancer cell populations

2019-01-24

Phenotypic heterogeneity in cancer cells is widely observed and is often linked to drug resistance. In several cases, such heterogeneity in drug sensitivity of tumors is driven by stochastic and reversible acquisition of…

Cultural Vocal Bursts Intensity PredictionSensitivity

Stochastic phenotype transition of a single cell in an intermediate region of gene-state switching

2015-10-27

Multiple phenotypic states often arise in a single cell with different gene-expression states that undergo transcription regulation with positive feedback. Recent experiments have shown that at least in E. coli, the gene…

Overshoot during phenotypic switching of cancer cell populations

2015-10-27

The dynamics of tumor cell populations is hotly debated: do populations derive hierarchically from a subpopulation of cancer stem cells (CSCs), or are stochastic transitions that mutate differentiated cancer cells to CSC…

Cell phenotypic transition proceeds through concerted reorganization of gene regulatory network

2021-07-08 · Weikang Wang, Dante Poe, Ke Ni, Jianhua Xing

Phenotype transition takes place in many biological processes such as differentiation, and understanding how a cell reprograms its global gene expression profile is a problem of rate theories. A cell phenotype transition…

Stabilization of Microbial Communities by Responsive Phenotypic Switching

2021-12-12 · Pierre A. Haas, Maria A. Gutierrez, Nuno M. Oliveira, Raymond E. Goldstein

Clonal microbes can switch between different phenotypes and recent theoretical work has shown that stochastic switching between these subpopulations can stabilize microbial communities. This phenotypic switching need not…