Vaccine-driven virulence evolution: consequences of unbalanced reductions in mortality and transmission and implications for pertussis vaccines

被引:11
|
作者
Miller, Ian F. [1 ]
Metcalf, C. Jessica [1 ,2 ]
机构
[1] Princeton Univ, Dept Ecol & Evolutionary Biol, Princeton, NJ 08544 USA
[2] Princeton Univ, Woodrow Wilson Sch Publ Affairs, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
virulence; evolution; infectious disease; vaccine; pertussis; WHOLE-CELL PERTUSSIS; BORDETELLA-PERTUSSIS; TRADE-OFF; IMPERFECT VACCINES; DYNAMICS; MICROPARASITES; EPIDEMIOLOGY; INFECTIONS; DISEASES;
D O I
10.1098/rsif.2019.0642
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Many vaccines have heterogeneous effects across individuals. Additionally, some vaccines do not prevent infection, but reduce disease-associated mortality and transmission. Both of these factors will alter selection pressures on pathogens and thus shape the evolution of pathogen virulence. We use a mathematical modelling framework to show that (i) the balance of how vaccines reduce transmission versus mortality and (ii) individual variability in protection conferred both shape the evolution of pathogen virulence. Epidemiological (burden of disease) and evolutionary ( pathogen virulence) outcomes are both worse when vaccines confer smaller reductions in transmission than in mortality. Furthermore, outcomes are modulated by variability in vaccine effects, with increased variability limiting the extent of virulence evolution but in some cases preventing eradication. These findings are pertinent to current concerns about the global resurgence of pertussis and the efficacy of pertussis vaccines, as the two classes of these vaccines may reduce disease symptoms without preventing infection and differ in their ability to reduce transmission. Furthermore, these findings point to the importance of generating precise predictions for virulence evolution in Bordetella pertussis (and other similar pathogens) by incorporating empirical characterizations of vaccine effects into models capturing the epidemiological details of this system.
引用
收藏
页数:12
相关论文
共 7 条
  • [1] Spatial structure, host heterogeneity and parasite virulence: implications for vaccine-driven evolution
    Zurita-Gutierrez, Yazmin Hanani
    Lion, Sebastien
    [J]. ECOLOGY LETTERS, 2015, 18 (08) : 779 - 789
  • [2] Pertactin Deficient Bordetella pertussis, Vaccine-Driven Evolution and Reemergence of Pertussis
    Ma, Longhuan
    Caulfield, Amanda
    Dewan, Kalyan K.
    Harvill, Eric T.
    [J]. EMERGING INFECTIOUS DISEASES, 2021, 27 (06) : 1561 - 1566
  • [3] Vaccine-driven evolution of parasite virulence and immune evasion in age-structured population: the case of pertussis
    Veronika Bernhauerová
    [J]. Theoretical Ecology, 2016, 9 : 431 - 442
  • [4] Vaccine-driven evolution of parasite virulence and immune evasion in age-structured population: the case of pertussis
    Bernhauerova, Veronika
    [J]. THEORETICAL ECOLOGY, 2016, 9 (04) : 431 - 442
  • [5] Polymorphism in the Bordetella pertussis virulence factors P.69/pertactin and pertussis toxin in the Netherlands:: Temporal trends and evidence for vaccine-driven evolution
    Mooi, FR
    van Oirschot, H
    Heuvelman, K
    van der Heide, HGJ
    Gaastra, W
    Willems, RJL
    [J]. INFECTION AND IMMUNITY, 1998, 66 (02) : 670 - 675
  • [6] Assessing the risk of vaccine-driven virulence evolution in SARS-CoV-2
    Miller, Ian F.
    Metcalf, C. Jessica E.
    [J]. ROYAL SOCIETY OPEN SCIENCE, 2022, 9 (01):
  • [7] Insight into Evolution of Bordetella pertussis from Comparative Genomic Analysis: Evidence of Vaccine-Driven Selection
    Octavia, Sophie
    Maharjan, Ram P.
    Sintchenko, Vitali
    Stevenson, Gordon
    Reeves, Peter R.
    Gilbert, Gwendolyn L.
    Lan, Ruiting
    [J]. MOLECULAR BIOLOGY AND EVOLUTION, 2011, 28 (01) : 707 - 715