Back

Age-structured dynamics and susceptibility in the face of infection and vaccination

Li, R.; Aragaw, M.; Maeda, J.; E. Metcalf, C. J.; BjOrnstad, O. N.; Stenseth, N. C.

2026-02-11 epidemiology
10.64898/2026.02.10.26345956 medRxiv
Show abstract

BackgroundStrikingly low allocation of SARS-CoV-2 vaccine to the African Continent limits its capacity to control transmission. Characterizing the trajectory of vaccination efforts and their impact on the expected burden of SARS-CoV-2 will help planning vaccine delivery strategies, and public health interventions more broadly. As the burden is strongly age-dependent, this requires an understanding of the age-structured dynamics of susceptible individuals, accounting for the combined effects of vaccination and infection induced immunity. Methods and FindingsWe illustrate with projections for diverse African LMIC demographics. To this end, we develop an age-structured mathematical model with vaccination to assess the likely time-horizon to reach target vaccine coverage of high-risk groups, and how susceptibility patterns across age will shift as a result of both infection, and the broadening of vaccination targets from a focus on risk groups to efforts to reach the general population. We base our assessment on the demography, contact patterns and public health capacity of 16 African countries with diverse age pyramids. We identify a considerable divergence in the projected horizon of expanded targeting from prioritized age groups to general vaccination, with longer time among those with higher mean age and lower vaccination capacity. We parameterize the model using realistic demographies and contact patterns to project the changing age profile of susceptibles. We demonstrate that contacts and vaccination jointly drive the early age profile; while immune duration contributes to the transition of age-susceptibility profile in the intermediate future. ConclusionsOur model framework provides a flexible and critical preparedness-tools to inform decision making against future epidemic waves and beyond Covid-19.

Matching journals

The top 10 journals account for 50% of the predicted probability mass.

1
Epidemics
104 papers in training set
Top 0.2%
6.7%
2
BMJ Global Health
98 papers in training set
Top 0.5%
6.2%
3
BMC Medicine
163 papers in training set
Top 0.6%
6.2%
4
PLOS Computational Biology
1633 papers in training set
Top 6%
6.2%
5
International Journal of Infectious Diseases
126 papers in training set
Top 0.2%
6.2%
6
PLOS ONE
4510 papers in training set
Top 29%
6.2%
7
BMC Public Health
147 papers in training set
Top 1%
3.9%
8
Scientific Reports
3102 papers in training set
Top 39%
3.5%
9
Wellcome Open Research
57 papers in training set
Top 0.3%
3.5%
10
Journal of The Royal Society Interface
189 papers in training set
Top 1%
3.5%
50% of probability mass above
11
PLOS Neglected Tropical Diseases
378 papers in training set
Top 2%
2.5%
12
eLife
5422 papers in training set
Top 34%
2.3%
13
Infectious Disease Modelling
50 papers in training set
Top 0.7%
2.0%
14
BMJ Open
554 papers in training set
Top 8%
2.0%
15
The Lancet Global Health
24 papers in training set
Top 0.6%
1.8%
16
PLOS Global Public Health
293 papers in training set
Top 4%
1.7%
17
Philosophical Transactions of the Royal Society B
51 papers in training set
Top 3%
1.7%
18
Journal of Theoretical Biology
144 papers in training set
Top 0.9%
1.7%
19
American Journal of Epidemiology
57 papers in training set
Top 0.8%
1.7%
20
Proceedings of the Royal Society B: Biological Sciences
341 papers in training set
Top 4%
1.6%
21
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 34%
1.6%
22
Vaccine
189 papers in training set
Top 1%
1.3%
23
Frontiers in Public Health
140 papers in training set
Top 6%
1.2%
24
Nature Communications
4913 papers in training set
Top 58%
1.1%
25
Vaccines
196 papers in training set
Top 2%
1.1%
26
International Journal of Epidemiology
74 papers in training set
Top 2%
0.9%
27
BMC Infectious Diseases
118 papers in training set
Top 5%
0.9%
28
Bulletin of Mathematical Biology
84 papers in training set
Top 2%
0.8%
29
Philosophical Transactions of the Royal Society B: Biological Sciences
53 papers in training set
Top 1%
0.7%
30
PLOS Medicine
98 papers in training set
Top 5%
0.7%