Back

Pathology dynamics in healthy-toxic protein interaction and the multiscale analysis of neurodegenerative diseases

Pal, S.; Melnik, R.

2021-02-28 neuroscience
10.1101/2021.02.27.433219 bioRxiv
Show abstract

Neurodegenerative diseases are frequently associated with aggregation and propagation of toxic proteins. In particular, it is well known that along with amyloid-beta, the tau protein is also driving Alzheimers disease. Multiscale reaction-diffusion models can assist in our better understanding of the evolution of the disease. We have modified the heterodimer model in such a way that it can now capture some of critical characteristics of this evolution such as the conversion time from healthy to toxic proteins. We have analyzed the modified model theoretically and validated the theoretical findings with numerical simulations.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Chaos, Solitons & Fractals
32 papers in training set
Top 0.1%
23.3%
2
PLOS Computational Biology
1633 papers in training set
Top 3%
10.5%
3
Scientific Reports
3102 papers in training set
Top 8%
8.7%
4
Frontiers in Computational Neuroscience
53 papers in training set
Top 0.3%
6.5%
5
Chaos: An Interdisciplinary Journal of Nonlinear Science
16 papers in training set
Top 0.1%
5.0%
50% of probability mass above
6
PLOS ONE
4510 papers in training set
Top 30%
5.0%
7
Frontiers in Neuroscience
223 papers in training set
Top 2%
3.0%
8
Frontiers in Aging Neuroscience
67 papers in training set
Top 1%
2.2%
9
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
15 papers in training set
Top 0.3%
1.8%
10
Biophysical Journal
545 papers in training set
Top 3%
1.8%
11
Cognitive Neurodynamics
15 papers in training set
Top 0.1%
1.7%
12
Neurocomputing
13 papers in training set
Top 0.3%
1.5%
13
Neuroscience
88 papers in training set
Top 2%
1.4%
14
Nonlinear Dynamics
10 papers in training set
Top 0.3%
1.3%
15
Neural Networks
32 papers in training set
Top 0.6%
1.3%
16
Biology
43 papers in training set
Top 1%
1.3%
17
Physical Review E
95 papers in training set
Top 1%
0.9%
18
International Journal of Molecular Sciences
453 papers in training set
Top 13%
0.8%
19
Journal of Computational Neuroscience
23 papers in training set
Top 0.3%
0.8%
20
Computers in Biology and Medicine
120 papers in training set
Top 4%
0.8%
21
NeuroImage
813 papers in training set
Top 6%
0.7%
22
Frontiers in Human Neuroscience
67 papers in training set
Top 3%
0.7%
23
Mathematical Biosciences
42 papers in training set
Top 1%
0.7%
24
Frontiers in Public Health
140 papers in training set
Top 9%
0.7%
25
Communications Biology
886 papers in training set
Top 28%
0.7%
26
Frontiers in Physics
20 papers in training set
Top 1%
0.5%
27
SoftwareX
15 papers in training set
Top 0.6%
0.5%
28
Frontiers in Systems Neuroscience
19 papers in training set
Top 0.6%
0.5%
29
Entropy
20 papers in training set
Top 0.6%
0.5%
30
BioSystems
11 papers in training set
Top 0.5%
0.5%