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年龄结构种群模型中的衰老与抗生素抗性

Senescence and antibiotic resistance in an age-structured population model.

作者信息

De Leenheer Patrick, Dockery Jack, Gedeon Tomás, Pilyugin Sergei S

机构信息

Department of Mathematics, University of Florida, Gainesville, FL, 32611-8105, USA.

出版信息

J Math Biol. 2010 Oct;61(4):475-99. doi: 10.1007/s00285-009-0302-7. Epub 2009 Nov 12.

DOI:10.1007/s00285-009-0302-7
PMID:19908044
Abstract

Different theories have been proposed to understand the growing problem of antibiotic resistance of microbial populations. Here we investigate a model that is based on the hypothesis that senescence is a possible explanation for the existence of so-called persister cells which are resistant to antibiotic treatment. We study a chemostat model with a microbial population which is age-structured and show that if the growth rates of cells in different age classes are sufficiently close to a scalar multiple of a common growth rate, then the population will globally stabilize at a coexistence steady state. This steady state persists under an antibiotic treatment if the level of antibiotics is below a certain threshold; if the level exceeds this threshold, the washout state becomes a globally attracting equilibrium.

摘要

为理解微生物群体抗生素耐药性这一日益严重的问题,人们提出了不同的理论。在此,我们研究一个基于如下假设的模型:衰老可能是所谓的持久性细胞存在的一种解释,这些持久性细胞对抗生素治疗具有抗性。我们研究一个具有年龄结构的微生物群体的恒化器模型,并表明如果不同年龄组细胞的生长速率足够接近一个共同生长速率的标量倍数,那么该群体将在共存稳态下全局稳定。如果抗生素水平低于某个阈值,这种稳态在抗生素治疗下会持续存在;如果水平超过该阈值,洗出状态将成为全局吸引的平衡点。

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Senescence and antibiotic resistance in an age-structured population model.年龄结构种群模型中的衰老与抗生素抗性
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Failure of antibiotic treatment in microbial populations.微生物群体中抗生素治疗的失败。
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Fitting parameters and therapies of ODE tumor models with senescence and immune system.带有衰老和免疫系统的 ODE 肿瘤模型的拟合参数和疗法。
J Math Biol. 2023 Oct 8;87(5):67. doi: 10.1007/s00285-023-02000-9.
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Send more data: a systematic review of mathematical models of antimicrobial resistance.发送更多数据:抗菌药物耐药性数学模型的系统评价。
Antimicrob Resist Infect Control. 2018 Sep 29;7:117. doi: 10.1186/s13756-018-0406-1. eCollection 2018.
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Modeling the role of altruism of antibiotic-resistant bacteria.对抗生素耐药菌利他行为作用的建模。

本文引用的文献

1
Modeling the invasion of community-acquired methicillin-resistant Staphylococcus aureus into hospitals.模拟社区获得性耐甲氧西林金黄色葡萄球菌侵入医院的情况。
Clin Infect Dis. 2009 Feb 1;48(3):274-84. doi: 10.1086/595844.
2
The impact of different antibiotic regimens on the emergence of antimicrobial-resistant bacteria.不同抗生素治疗方案对抗菌药物耐药菌出现的影响。
PLoS One. 2008;3(12):e4036. doi: 10.1371/journal.pone.0004036. Epub 2008 Dec 29.
3
Failure of antibiotic treatment in microbial populations.微生物群体中抗生素治疗的失败。
J Math Biol. 2014 May;68(6):1317-39. doi: 10.1007/s00285-013-0668-4. Epub 2013 Mar 30.
J Math Biol. 2009 Oct;59(4):563-79. doi: 10.1007/s00285-008-0243-6. Epub 2008 Dec 16.
4
Antibiotics and antibiotic resistance genes in natural environments.自然环境中的抗生素与抗生素抗性基因。
Science. 2008 Jul 18;321(5887):365-7. doi: 10.1126/science.1159483.
5
Asymmetric segregation of protein aggregates is associated with cellular aging and rejuvenation.蛋白质聚集体的不对称分离与细胞衰老和年轻化有关。
Proc Natl Acad Sci U S A. 2008 Feb 26;105(8):3076-81. doi: 10.1073/pnas.0708931105. Epub 2008 Feb 19.
6
The epidemic of antibiotic-resistant infections: a call to action for the medical community from the Infectious Diseases Society of America.抗生素耐药性感染的流行:美国传染病学会向医学界发出的行动呼吁。
Clin Infect Dis. 2008 Jan 15;46(2):155-64. doi: 10.1086/524891.
7
Management of multidrug-resistant organisms in health care settings, 2006.医疗机构中多重耐药菌的管理,2006年
Am J Infect Control. 2007 Dec;35(10 Suppl 2):S165-93. doi: 10.1016/j.ajic.2007.10.006.
8
Structure of the scientific community modelling the evolution of resistance.模拟抗药性演变的科学界结构。
PLoS One. 2007 Dec 5;2(12):e1275. doi: 10.1371/journal.pone.0001275.
9
Senescence can explain microbial persistence.细胞衰老可以解释微生物的持续存在。
Microbiology (Reading). 2007 Nov;153(Pt 11):3623-3630. doi: 10.1099/mic.0.2007/006734-0.
10
Modeling antibiotic resistance in hospitals: the impact of minimizing treatment duration.医院中抗生素耐药性建模:缩短治疗时长的影响
J Theor Biol. 2007 Dec 7;249(3):487-99. doi: 10.1016/j.jtbi.2007.08.011. Epub 2007 Aug 25.