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Cell Size Regulation in Bacteria Department of Physics, Harvard University, Cambridge, Massachusetts 02138, USA Ariel Amir
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細菌體積的分布的變異係數 (CV) 能夠很好的維持在 0.1 以下。
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doubling time model 出於實驗的觀察,假設細菌在兩 倍初始體積時對稱分裂,也就是 V d =2V b
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doubling time model 根據實驗假設成長率為指數成長, 在時間 τ d 時體積為初始體積 V b 的兩 倍
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doubling time model V d =f(V b ) 在時間 τ(V b ) 時,如果 f(V b ) 為 constant 則回到 critical size model constant τ d with 2V b =f(V b )
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incremental model the cell attempts to add a constant volume v 0 to its newborn size
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correlation coefficient
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Variance Coefficient of Variation(CV)
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Skewness
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The model t a =appropriate amount of time t n =random noise time
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assume t n to be Gaussian ∴ σ T 2 =var(t n )
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f(V b ) 對平均出生體積 V avg 附近展開
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Any two models that agree to lowest order will result in similar distributions We therefore choose to solve an equivalent model that will be amenable to analytic treatment corresponds
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a=0 → f(V b ) =2V b t a = τ d doubling time model a=1 → f(V b ) =2V 0 critical size model a= 1/2 incremental model
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next newborn volume Therefore
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因為 t n 是 Gaussian variable ,我們 發現 也是 Gaussian variable 將 的變異數定為 σ v 2 → ∴ P(V b ) 將是 log-normal distribution
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log-normal distribution 如果 X 是常態分佈的隨機變數, 則 exp(X) 為對數常態分佈分佈
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log-normal distribution
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the newborn size distribution
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依據現實數據, σ v 只比 V 0 大數個 percent 。 類似的 size distribution
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the newborn size distribution coefficient of variation skewness of the distribution is positive
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the newborn size distribution
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distribution of division times v b depends only on the noise t a is independent of t n and t n are Gaussian variables → the resulting interdivision time is tribution is also Gaussian
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distribution of division times Variance given by α → 0 σ v diverges 只有在 0<a<2 有 stationary distribution
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distribution of division times
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correlation coefficient the correlation coefficient between mother size at birth and daughter size at birth is the same as that between size at birth and size at division.
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X=V b y=V d For a narrow size distribution would not be very different than
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斜率 V b 和 V b new 的斜率為 (1-a) V b 分布與 V b new 相同,因此 σ y = σ x ∴ V b new 和 V b 的相關係數為 0.5
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Newborn Size: Generation time correlation coefficient
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summary 1.Cell size depends exponentially on growth rate. 2.Cell size distributions are approximately log- normal. 3.The correlation coefficient between size at birth and division is approximately ½ 4.The correlation coefficient between size at birth and time to division is approximately -1/2
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