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Large-scale mRNA translation and the intricate effects of competition for the finite pool of ribosomes

Title data

Jain, Aditi ; Margaliot, Michael ; Gupta, Arvind Kumar:
Large-scale mRNA translation and the intricate effects of competition for the finite pool of ribosomes.
In: Interface : Journal of the Royal Society. Vol. 19 (2022) Issue 188 . - 20220033.
ISSN 1742-5662
DOI: https://doi.org/10.1098/rsif.2022.0033

Review:

Project information

Project financing: Andere
Israeli Science Foundation (ISF), Research grant
DST-SERB, Government of India (grants CRG/2019/004669, MTR/2019/000312)

Abstract in another language

We present a new theoretical framework for large-scale mRNA translation using a network of models called the ribosome flow model with Langmuir kinetics (RFMLK), interconnected via a pool of free ribosomes. The input to each RFMLK depends on the pool density, and it affects the initiation rate and potentially also the internal ribosome entry rates along each RFMLK. Ribosomes that detach from an RFMLK owing to termination or premature drop-off are fed back into the pool. We prove that the network always converges to a steady state, and study its sensitivity to variations in the parameters. For example, we show that if the drop-off rate at some site in some RFMLK is increased then the pool density increases and consequently the steady-state production rate in all the *other* RFMLKs increases. Surprisingly, we also show that modifying a parameter of a certain RFMLK can lead to arbitrary effects on the densities along the modified RFMLK, depending on the parameters in the entire network. We conclude that the competition for shared resources generates an indirect and intricate web of mutual effects between the mRNA molecules that must be accounted for in any analysis of translation.

Further data

Item Type: Article in a journal
Refereed: Yes
Keywords: mathematical modelling of competition for shared resources; ribosome drop-off; internal ribosome entry sites; cooperative dynamical systems; entrainment; context dependence in mRNA translation
Institutions of the University: Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics V (Applied Mathematics)
Profile Fields > Advanced Fields > Nonlinear Dynamics
Research Institutions > Central research institutes > Bayreuth Research Center for Modeling and Simulation - MODUS
Result of work at the UBT: No
DDC Subjects: 500 Science > 510 Mathematics
500 Science > 570 Life sciences, biology
Date Deposited: 07 Mar 2025 11:14
Last Modified: 07 Mar 2025 11:14
URI: https://eref.uni-bayreuth.de/id/eprint/92616