Model of bacterial toxin-dependent pathogenesis explains infective dose

被引:7
作者
Rybicki, Joel [1 ,2 ]
Kisdi, Eva [3 ]
Anttila, Jani V. [2 ]
机构
[1] IST Austria, A-3400 Klosterneuburg, Austria
[2] Univ Helsinki, Organismal & Evolutionary Biol Res Programme, FIN-00014 Helsinki, Finland
[3] Univ Helsinki, Dept Math & Stat, FIN-00014 Helsinki, Finland
基金
芬兰科学院; 欧盟地平线“2020”;
关键词
infective dose; pathogenesis; spatial model; pathogen; parasite; WITHIN-HOST; MICROBIAL PATHOGENESIS; DYNAMICS; EVOLUTION; VIRULENCE; INVASION; EPIDEMIOLOGY; POPULATIONS; EXTINCTION; STRATEGIES;
D O I
10.1073/pnas.1721061115
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
The initial amount of pathogens required to start an infection within a susceptible host is called the infective dose and is known to vary to a large extent between different pathogen species. We investigate the hypothesis that the differences in infective doses are explained by the mode of action in the underlying mechanism of pathogenesis: Pathogens with locally acting mechanisms tend to have smaller infective doses than pathogens with distantly acting mechanisms. While empirical evidence tends to support the hypothesis, a formal theoretical explanation has been lacking. We give simple analytical models to gain insight into this phenomenon and also investigate a stochastic, spatially explicit, mechanistic within-host model for toxin-dependent bacterial infections. The model shows that pathogens secreting locally acting toxins have smaller infective doses than pathogens secreting diffusive toxins, as hypothesized. While local pathogenetic mechanisms require smaller infective doses, pathogens with distantly acting toxins tend to spread faster and may cause more damage to the host. The proposed model can serve as a basis for the spatially explicit analysis of various virulence factors also in the context of other problems in infection dynamics.
引用
收藏
页码:10690 / 10695
页数:6
相关论文
共 42 条
[1]   Self-destructive cooperation mediated by phenotypic noise [J].
Ackermann, Martin ;
Stecher, Baerbel ;
Freed, Nikki E. ;
Songhet, Pascal ;
Hardt, Wolf-Dietrich ;
Doebeli, Michael .
NATURE, 2008, 454 (7207) :987-990
[2]   Acute or Chronic? Within-Host Models with Immune Dynamics, Infection Outcome, and Parasite Evolution [J].
Alizon, Samuel ;
van Baalen, Minus .
AMERICAN NATURALIST, 2008, 172 (06) :E244-E256
[3]  
Allee W.C., 1949, PRINCIPLES ANIMAL EC
[4]   Studies in animal aggregations: Mass protection against colloidal silver among goldfishes [J].
Allee, WC ;
Bowen, ES .
JOURNAL OF EXPERIMENTAL ZOOLOGY, 1932, 61 (02) :185-207
[5]   Spatial dilemmas of diffusible public goods [J].
Allen, Benjamin ;
Gore, Jeff ;
Nowak, Martin A. .
ELIFE, 2013, 2
[6]  
[Anonymous], 2008, ANTHRAX HUMANS ANIMA
[7]   A mechanistic underpinning for sigmoid dose-dependent infection [J].
Anttila, Jani ;
Mikonranta, Lauri ;
Ketola, Tarmo ;
Kaitala, Veijo ;
Laakso, Jouni ;
Ruokolainen, Lasse .
OIKOS, 2017, 126 (06) :910-916
[8]   Invasion speeds in microbial systems with toxin production and quorum sensing [J].
Bewick, Sharon ;
Staniczenko, Phillip P. A. ;
Li, Bingtuan ;
Karig, David K. ;
Fagan, William F. .
JOURNAL OF THEORETICAL BIOLOGY, 2017, 420 :290-303
[9]   Microbial risk assessment: dose-response relations and risk characterization [J].
Buchanan, RL ;
Smith, JL ;
Long, W .
INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY, 2000, 58 (03) :159-172
[10]   The damage-response framework of microbial pathogenesis [J].
Casadevall, A ;
Pirofski, LA .
NATURE REVIEWS MICROBIOLOGY, 2003, 1 (01) :17-24