Back

A qualitative mathematical model of immunocompetence with applications to SARS-CoV-2 immunity

Burgos-Salcedo, J.

2021-12-13 systems biology
10.1101/2021.12.08.471857 bioRxiv
Show abstract

A qualitative mathematical model of the notion of immunocompetence is developed, based on the formalism of Memory Evolutive Systems (MES), from which, immunocompetence is defined as an emergent structure of a higher order arising from the signal networks that are established between effector cells and molecules of the immune response in the presence of a given antigen. In addition, a possible mechanism of functorial nature is proposed, which may explain how immunocompetence is achieved in an organism endowed with innate and adaptive components of its immune system. Finally, a practical method to measure the immunocompetence status is established, using elements of the theory of small random graphs and taking into account the characteristics of the immune networks, established through transcriptional studies, of patients with severe COVID-19 and healthy patients, assuming that both types of patients were vaccinated with an effective biological against SARS-CoV-2.

Matching journals

The top 16 journals account for 50% of the predicted probability mass.

1
Scientific Reports
3102 papers in training set
Top 12%
7.2%
2
PLOS ONE
4510 papers in training set
Top 28%
6.3%
3
Chaos: An Interdisciplinary Journal of Nonlinear Science
16 papers in training set
Top 0.1%
6.3%
4
Frontiers in Cell and Developmental Biology
218 papers in training set
Top 2%
3.6%
5
Biology
43 papers in training set
Top 0.2%
3.6%
6
npj Systems Biology and Applications
99 papers in training set
Top 0.5%
3.6%
7
Chaos, Solitons & Fractals
32 papers in training set
Top 0.7%
2.6%
8
Frontiers in Immunology
586 papers in training set
Top 3%
2.4%
9
Frontiers in Computational Neuroscience
53 papers in training set
Top 1.0%
2.1%
10
Computational and Structural Biotechnology Journal
216 papers in training set
Top 4%
1.9%
11
Journal of The Royal Society Interface
189 papers in training set
Top 2%
1.9%
12
Journal of Clinical Medicine
91 papers in training set
Top 3%
1.9%
13
Journal of Theoretical Biology
144 papers in training set
Top 0.7%
1.9%
14
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
15 papers in training set
Top 0.3%
1.9%
15
Physical Review Research
46 papers in training set
Top 0.3%
1.9%
16
Journal of Personalized Medicine
28 papers in training set
Top 0.3%
1.8%
50% of probability mass above
17
International Journal of Molecular Sciences
453 papers in training set
Top 8%
1.7%
18
PLOS Computational Biology
1633 papers in training set
Top 16%
1.7%
19
Mathematical Biosciences
42 papers in training set
Top 0.6%
1.7%
20
iScience
1063 papers in training set
Top 18%
1.5%
21
Frontiers in Molecular Biosciences
100 papers in training set
Top 2%
1.5%
22
Biosystems
18 papers in training set
Top 0.2%
1.5%
23
Entropy
20 papers in training set
Top 0.2%
1.5%
24
Communications Biology
886 papers in training set
Top 12%
1.3%
25
Computers in Biology and Medicine
120 papers in training set
Top 3%
1.3%
26
Physical Review E
95 papers in training set
Top 0.9%
1.2%
27
Communications Physics
12 papers in training set
Top 0.3%
1.2%
28
Advanced Science
249 papers in training set
Top 15%
0.9%
29
Royal Society Open Science
193 papers in training set
Top 4%
0.9%
30
BioSystems
11 papers in training set
Top 0.2%
0.9%