Explanations of variations in errors with regards to enzymes

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Large variations in pH results can be attributed to factors such as the concentration of hydrogen ions affecting enzyme charge, potential acclimatization of enzymes in buffer solutions, and measurement inaccuracies. Observations indicate that enzyme activity increases from pH 5 to 7, followed by a decline in oxygen production at higher pH levels. It is suggested that error bars may be tighter outside the optimal pH range due to lack of enzyme activity, while normal variance occurs within the active range. Increasing the number of observations could help reduce variance in favorable pH values. Understanding the behavior of amine and carboxyl functional groups at different pH levels is crucial for further investigation.
faisal
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Hello,
how can large variation between sets of different Ph results be scientifically explained, i am investigating the effects of Ph on enzyme activity, there are small error bars in my results between ph1,2,3,4 &5 however there is larger error bars between ph-6,7,8,9 & 10. there's an increase in the rate of reaction from ph-5 to ph-7 after which there is a fall in the volume of oxygen gas released, i have already proposed 3 explanations
-concentration of hydrogen ions higher from the ph-1 to ph3 ranges altered the charge on the R group of the enzyme
-enzymes may have acclimatised readily in ph buffer
-inaccuracy in taking meassurements?
 
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when you graph your results does it look like this graph
http://www.bbc.co.uk/schools/gcsebitesize/img/gcsechem_18part1.gif

faisal said:
-concentration of hydrogen ions higher from the ph-1 to ph3 ranges altered the charge on the R group of the enzyme

Have your consider what would happen at higher pH (8 and up)? What happen to amine and carboxyl functional group at different pH?
 
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How many observations are you basing these error bars on? One would predict that they would be rather tight outside the optimum pH range of enzyme activity because the enzyme is not functional there and no activity is no activity. As one approaches the favorable range the enzymes become active and normal variance will be observed. Perhaps it's the low variance in the low pH range that is disturbing you, but I think this is a common observation and perhaps you could reduce the variance in your favorable pH values by taking more observations.
 

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