Difference between revisions of "Binding of R2 to A"

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(Parameters)
(Parameters with uncertainty)
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==Parameters with uncertainty==
 
==Parameters with uncertainty==
  
Since the values we are using for this parameter correspond to generic association constant values of a wide range of protein-protein interactions and not specifically to GBL or related systems, we wish to explore the whole range of values and investigate the conditions under which the ScbR-ScbA complex formation would be feasible. Therefore, we set the mode of the log-normal distribution for  <math>K_{d3}</math> to <math> 7 \cdot 10^{4} nM </math> and the confidence interval factor to <math> 10 </math>. Thus, the range where 95.45% of the values are found is between <math> 7 \cdot 10^{3} nM </math> and <math> 7 \cdot 10^{5} nM </math>.
+
Since the values we are using for this parameter correspond to generic association constant values of a wide range of protein-protein interactions and not specifically to GBL or related systems, we wish to explore the whole range of values and investigate the conditions under which the ScbR-ScbA complex formation would be feasible. Therefore, we set the mode of the log-normal distribution for  <math>K_{d3}</math> to <math> 7 \cdot 10^{4} nM </math> and the confidence interval factor to <math> 13 </math>. Thus, the range where 95.45% of the values are found is between <math> 5.385 \cdot 10^{3} nM </math> and <math> 9.1 \cdot 10^{5} nM </math>.
  
 
Similarly, by following the same reasoning, the mode of the log-normal distribution for <math>k^{-}_{3}</math> is set to <math>2 \cdot 10^{4} min^{-1}</math> and the confidence interval factor to <math>2.5</math>. This means that the range where 95.45% of the values are found is between <math> 8 \cdot 10^{3} nM </math> and <math>5 \cdot 10^{4}</math> <math>min^{-1}</math>.  
 
Similarly, by following the same reasoning, the mode of the log-normal distribution for <math>k^{-}_{3}</math> is set to <math>2 \cdot 10^{4} min^{-1}</math> and the confidence interval factor to <math>2.5</math>. This means that the range where 95.45% of the values are found is between <math> 8 \cdot 10^{3} nM </math> and <math>5 \cdot 10^{4}</math> <math>min^{-1}</math>.  

Revision as of 00:33, 6 December 2015

The ScbR homo-dimer (R2) forms a complex with ScbA (A).

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Chemical equation

A + R_{2} \rightleftharpoons A-R_{2}

Rate equation

 r= \frac{k^{-}_{3}}{K_{d3}}\cdot [A]\cdot [R_{2}] - k^{-}_{3}\cdot [A-R_{2}]

Parameters

The parameters of this reaction are the dissociation constant for binding of ScbR to ScbA (K_{d3}) and the dissociation rate for binding of ScbR to ScbA (k^{-}_{3}). Since there is no concrete evidence of the existence of the ScbA-ScbR complex so far, it is possible that the interaction between the two proteins is unstable/ transient and therefore the parameter values reflect this belief. The values of such complexes according to the literature [1] , lie in the millimolar or micromolar scale.

  • Ozbabacan et al. 2011[1]
  • Perkins et al. 2010[2]
Name Value Units Value in previous GBL model [3] Remarks-Reference
K_{d3} 10^{3}-10^{6} [1] nM 0.083 nM^{-1} s^{-1}

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

(Bistability range: 0.083-0.12 nM^{-1} s^{-1})

According to the Ozbabacan et al. association constants for transient protein protein interactions lie in the millimolar or micromolar range.
Ozbabacan et al. 2011[1]
k^{-}_{3} 60-6 \cdot 10^{4} [4] [5] min^{-1} 630 s^{-1}

(Range tested: 0-10^{3} s^{-1})

(Bistability range: 460-630 s^{-1})

According to Northrup et al. the K_{on3} of protein-protein bond formations occur in the order of 10^{6} M^{-1}s^{-1}.
Northrup et al. 1992[5]

These values are also supported by Ozbabacan et al. who claim that association rates are usually in the range 10^5-10^6 M^{-1}s^{-1} (0.006-0.06 nM^{-1}min^{-1}).

Ozbabacan et al. 2011[1]

Therefore, these values are used to generate the probability distribution for k_{on3} as described in the following section.

Afterwards, the log-normal distribution for the dissociation rate of the ScbR-ScbA binding k^{-}_{3} is derived from the distributions of k^{-}_{3} and K_{d3}.

Parameters with uncertainty

Since the values we are using for this parameter correspond to generic association constant values of a wide range of protein-protein interactions and not specifically to GBL or related systems, we wish to explore the whole range of values and investigate the conditions under which the ScbR-ScbA complex formation would be feasible. Therefore, we set the mode of the log-normal distribution for K_{d3} to  7 \cdot 10^{4} nM and the confidence interval factor to  13 . Thus, the range where 95.45% of the values are found is between  5.385 \cdot 10^{3} nM and  9.1 \cdot 10^{5} nM .

Similarly, by following the same reasoning, the mode of the log-normal distribution for k^{-}_{3} is set to 2 \cdot 10^{4} min^{-1} and the confidence interval factor to 2.5. This means that the range where 95.45% of the values are found is between  8 \cdot 10^{3} nM and 5 \cdot 10^{4} min^{-1}.

The probability distributions for the two parameters, adjusted accordingly in order to reflect the above values, are the following:

500px 500px

The location and scale parameters of the distributions are:

Parameter μ σ
K_{d3} Failed to parse (Cannot store math image on filesystem.): 11.950 0.8911
k^{-}_{3} Failed to parse (Cannot store math image on filesystem.): 10.0825 Failed to parse (Cannot store math image on filesystem.): 0.4231

References