Skip to main content

Modeling the measles paradox reveals the importance of cellular immunity in regulating viral clearance.

Publication ,  Journal Article
Morris, SE; Yates, AJ; de Swart, RL; de Vries, RD; Mina, MJ; Nelson, AN; Lin, W-HW; Kouyos, RD; Griffin, DE; Grenfell, BT
Published in: PLoS Pathog
December 2018

Measles virus (MV) is a highly contagious member of the Morbillivirus genus that remains a major cause of childhood mortality worldwide. Although infection induces a strong MV-specific immune response that clears viral load and confers lifelong immunity, transient immunosuppression can also occur, leaving the host vulnerable to colonization from secondary pathogens. This apparent contradiction of viral clearance in the face of immunosuppression underlies what is often referred to as the 'measles paradox', and remains poorly understood. To explore the mechanistic basis underlying the measles paradox, and identify key factors driving viral clearance, we return to a previously published dataset of MV infection in rhesus macaques. These data include virological and immunological information that enable us to fit a mathematical model describing how the virus interacts with the host immune system. In particular, our model incorporates target cell depletion through infection of host immune cells-a hallmark of MV pathology that has been neglected from previous models. We find the model captures the data well, and that both target cell depletion and immune activation are required to explain the overall dynamics. Furthermore, by simulating conditions of increased target cell availability and suppressed cellular immunity, we show that the latter causes greater increases in viral load and delays to MV clearance. Overall, this signals a more dominant role for cellular immunity in resolving acute MV infection. Interestingly, we find contrasting dynamics dominated by target cell depletion when viral fitness is increased. This may have wider implications for animal morbilliviruses, such as canine distemper virus (CDV), that cause fatal target cell depletion in their natural hosts. To our knowledge this work represents the first fully calibrated within-host model of MV dynamics and, more broadly, provides a new platform from which to explore the complex mechanisms underlying Morbillivirus infection.

Duke Scholars

Published In

PLoS Pathog

DOI

EISSN

1553-7374

Publication Date

December 2018

Volume

14

Issue

12

Start / End Page

e1007493

Location

United States

Related Subject Headings

  • Virology
  • Models, Theoretical
  • Mice
  • Measles virus
  • Measles
  • Macaca mulatta
  • Immunity, Cellular
  • Immune Tolerance
  • Animals
  • 3207 Medical microbiology
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Morris, S. E., Yates, A. J., de Swart, R. L., de Vries, R. D., Mina, M. J., Nelson, A. N., … Grenfell, B. T. (2018). Modeling the measles paradox reveals the importance of cellular immunity in regulating viral clearance. PLoS Pathog, 14(12), e1007493. https://doi.org/10.1371/journal.ppat.1007493
Morris, Sinead E., Andrew J. Yates, Rik L. de Swart, Rory D. de Vries, Michael J. Mina, Ashley N. Nelson, Wen-Hsuan W. Lin, Roger D. Kouyos, Diane E. Griffin, and Bryan T. Grenfell. “Modeling the measles paradox reveals the importance of cellular immunity in regulating viral clearance.PLoS Pathog 14, no. 12 (December 2018): e1007493. https://doi.org/10.1371/journal.ppat.1007493.
Morris SE, Yates AJ, de Swart RL, de Vries RD, Mina MJ, Nelson AN, et al. Modeling the measles paradox reveals the importance of cellular immunity in regulating viral clearance. PLoS Pathog. 2018 Dec;14(12):e1007493.
Morris, Sinead E., et al. “Modeling the measles paradox reveals the importance of cellular immunity in regulating viral clearance.PLoS Pathog, vol. 14, no. 12, Dec. 2018, p. e1007493. Pubmed, doi:10.1371/journal.ppat.1007493.
Morris SE, Yates AJ, de Swart RL, de Vries RD, Mina MJ, Nelson AN, Lin W-HW, Kouyos RD, Griffin DE, Grenfell BT. Modeling the measles paradox reveals the importance of cellular immunity in regulating viral clearance. PLoS Pathog. 2018 Dec;14(12):e1007493.

Published In

PLoS Pathog

DOI

EISSN

1553-7374

Publication Date

December 2018

Volume

14

Issue

12

Start / End Page

e1007493

Location

United States

Related Subject Headings

  • Virology
  • Models, Theoretical
  • Mice
  • Measles virus
  • Measles
  • Macaca mulatta
  • Immunity, Cellular
  • Immune Tolerance
  • Animals
  • 3207 Medical microbiology