Back

Mitochondrial Dynamics Through the Lens of Nonlinear Chemical Oscillations: A Theoretical Exploration Inspired by the Belousov-Zhabotinsky Reaction

Subbalakshmi, A. R.; Mirzapoiazova, T.; Kulkarni, P.; Salgia, R.

2025-05-19 systems biology
10.1101/2025.05.15.654228 bioRxiv
Show abstract

In biology, oscillations are observed across a wide spectrum of processes and systems. Oscillatory systems are typically leveraged to transmit information within cells. However, they can also serve to transmit information between organisms underscoring their fundamental role in regulating transitions, maintaining stability, and responding to environmental stimuli. In this study, we explore mitochondrial fission and fusion dynamics through the framework of the Belousov-Zhabotinsky (BZ) reaction, a hallmark of non-equilibrium system that exhibits periodic changes in reactant concentrations through autocatalysis and feedback regulation. We observed that mitochondrial changes followed an oscillatory dynamic where the fission, fusion and intermediary factors undergo oscillations. Also, by modelling comparison with publicly available datasets of diseased condition before and after therapy, we observed similarities, where under diseased condition there is increased concentration of the fission and fusion factors but upon treatment the concentration of the intermediary factors increase. Also, patient survival data analysis showed that increase in fission and fusion factors correlated with increased deaths but when there is increase in the intermediary factor concentration, we see better patient survival. These results highlight the possibility of targeting mitochondrial dynamics as a potential strategy for therapeutic development for diseases such as cancer where mitochondrial dynamics is dysregulated.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
iScience
1154 papers in training set
Top 0.3%
9.8%
2
PLOS Computational Biology
1863 papers in training set
Top 4%
7.9%
3
Frontiers in Oncology
103 papers in training set
Top 0.4%
6.8%
4
Scientific Reports
3612 papers in training set
Top 10%
6.8%
5
Biosystems
31 papers in training set
Top 0.1%
4.9%
6
Integrative Biology
14 papers in training set
Top 0.1%
4.9%
7
npj Systems Biology and Applications
125 papers in training set
Top 0.4%
4.3%
8
Biophysical Journal
631 papers in training set
Top 2%
3.3%
9
Frontiers in Molecular Biosciences
102 papers in training set
Top 0.2%
3.3%
50% of probability mass above
10
Frontiers in Cell and Developmental Biology
233 papers in training set
Top 1%
2.7%
11
Journal of The Royal Society Interface
235 papers in training set
Top 2%
2.7%
12
Physical Biology
46 papers in training set
Top 0.2%
2.7%
13
Biomolecules
100 papers in training set
Top 0.5%
2.5%
14
PLOS ONE
5266 papers in training set
Top 43%
2.4%
15
Journal of Theoretical Biology
162 papers in training set
Top 1%
2.1%
16
Bulletin of Mathematical Biology
92 papers in training set
Top 0.9%
1.5%
17
Chaos: An Interdisciplinary Journal of Nonlinear Science
17 papers in training set
Top 0.1%
1.5%
18
Frontiers in Physiology
106 papers in training set
Top 2%
1.3%
19
International Journal of Molecular Sciences
494 papers in training set
Top 10%
1.3%
20
Computational Biology and Chemistry
28 papers in training set
Top 0.7%
1.1%
21
Cells
249 papers in training set
Top 5%
1.1%
22
FASEB BioAdvances
18 papers in training set
Top 0.3%
1.0%
23
Computational and Structural Biotechnology Journal
242 papers in training set
Top 6%
1.0%
24
Microbiology Spectrum
469 papers in training set
Top 9%
1.0%
25
ACS Omega
105 papers in training set
Top 3%
1.0%
26
Translational Oncology
21 papers in training set
Top 0.7%
0.9%
27
Communications Biology
993 papers in training set
Top 29%
0.8%
28
Frontiers in Bioengineering and Biotechnology
98 papers in training set
Top 3%
0.6%
29
ACS Synthetic Biology
287 papers in training set
Top 3%
0.6%
30
Physical Review E
112 papers in training set
Top 1%
0.6%