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从稳定性角度看细菌群落的噪声特性

The Noise Characteristics in Bacterial Communities from the Perspective of Stability

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【作者】 裴启明周祎凡蒋龙

【Author】 PEI Qiming;ZHOU Yifan;JIANG Long;School of Physics and Optoelectronic Engineering, Yangtze University;

【机构】 长江大学物理与光电工程学院

【摘要】 在细菌群落中,正常细胞可以转化为持留细胞,从而增加反复感染的风险.在定量生物学中,将细胞个数的相对涨落称为噪声.为了既维持细胞平衡态的稳定性又避免感染反复,该文基于稳定性因子研究了在细菌群落中细胞的噪声特性.研究结果表明:当稳定性因子达到某阈值时,这2种细胞的噪声相互交换并迅速超越强关联区,使得持留细胞的噪声远大于正常细胞的噪声,导致持留细胞几乎完全被正常细胞消除,感染被治愈;稳定性因子的值越大,这2种细胞的平衡态越稳定,每个细胞相对越独立,感染越容易被治愈.该结果可为临床上治疗反复感染提供理论解决方案.

【Abstract】 In bacterial communities, normal cells(NCs) can transform into persistent cells(PCs),thereby increasing the risk of recurringinfections.In quantitative biology, the relative fluctuation in cell numbers is called noise.In order to maintain the stability of cell equilibrium and avoid recurrent infections, the noise characteristics in bacterial communities are studied based on the stability factor.When the stability factor reaches a certain threshold, the noises of the two phenotypes exchange with each other and quickly exceed the strong correlation region, resulting in the noise of PCs being much larger than that of NCs, so that PCs are almost completely eliminatedby NCs, and the infection is cured.The larger the value of the stability factor is, the more stable the equilibrium state of the two phenotypes is, the more independent each phenotype is, and the easier the infection is to be cured.The results may provide a theoretical solution for the clinical treatment of recurrent infections.

【基金】 国家自然科学基金(11605014)资助项目
  • 【文献出处】 江西师范大学学报(自然科学版) ,Journal of Jiangxi Normal University(Natural Science Edition) , 编辑部邮箱 ,2022年03期
  • 【分类号】R378
  • 【下载频次】16
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