Degradation of C2-R2

From ISMOC
Revision as of 19:34, 16 October 2015 by Areti ts (talk | contribs) (Parameters with uncertainty)
Jump to: navigation, search

The SCB-ScbR protein complex (C2R2) degrades.

Go back to overview
About this image

Chemical equation

C_{2}R_{2}\rightarrow \varnothing

Rate equation

 r= d_{CR}\cdot[C_{2}R_{2}]

Parameters

The parameter of this reaction is the degradation rate of C2R2 (d_{CR}). The parameter values were derived from proteomics studies on different proteins of S. coelicolor.

Name Value Units Value in previous GBL models [1] [2] Remarks-Reference
d_{CR} 8.3 \cdot 10^{-4}-0.0037 min^{-1} [3] [4]  min^{-1} 0.062 s^{-1}[1]

0.0031 s^{-1}[2]

(Range tested: 10^{-7}-10^{-1} s^{-1})

(Bistability range: 0.061-0.17 s^{-1}[1]

and 0.0031-0.068 s^{-1}[2])

In a quantitative proteomics study on protein turnover rates in dynamic systems, Jayapal et al. reported the degradation rates of 115 proteins in S. coelicolor cultures undergoing transition from exponential growth to stationary phase. The values were in the range 0.05-0.22 h^{-1} (8.3 \cdot 10^{-4}-0.0037 min^{-1}) with a median of 0.097 h^{-1} (0.00162 min^{-1}).
Jayapal et al. 2012[4]

The full list of the proteins studied and their turnover rate constants can be found here.

Parameters with uncertainty

When deciding how to describe the uncertainty for this parameter we must take into consideration that the reported values are estimated or calculated from proteomics experiments, using methods which were prone to measurement errors (i.e. optical density of fragmented mycelia to estimate the growth rate (μ)) and extrapolations from cell density to total cellular protein without taking into account the dilution due to cell division. Additionally, the study did not include measurements on protein complexes, although it was conducted on a wide range of S. coelicolor proteins which enables a rough estimation of the range of values of protein degradation in this species. These facts influence the quantification of the parameter uncertainty and therefore the shape of the corresponding distribution.

Therefore, although the weight of the distribution is put on the reported range of values by setting the mode of the log-normal distribution of the d_{CR} to  1.62 \cdot 10^{-3} min^{-1} which was the reported median value in the study, we wish to explore the full range of published values and even sample a percentage of values outside the reported range. For this reason, the confidence interval factor is set to  100 , so that the range where 95% of the values are found is between 1.62\cdot 10^{-5} and 0.162 min^{-1}.

The probability distribution for the parameter, adjusted accordingly in order to reflect the above values, is the following:

DCR.png

The location and scale parameters of the distribution are:

Parameter μ σ
d_{CR} -4.2475 1.4757

References