Team:Penn/MaGellinMotivation

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MaGellin Assay Motivation
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Motivation
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<b>Measuring Methylation</b><br>
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Two techniques have traditionally been employed to measure DNA methylation.
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Restriction Based. The first, called Combined Bisulfite Restriction Analysis (COBRA), involves chemically converting unmethylated cytosines into uracils (a process called bisulfite conversion), while leaving methylated cytosines intact. Performing PCR that amplifies the region of interest leaves methylated cytosines intact and unmethylated cytosines converted to thymines (Figure 1). Samples are then digested using an enzyme that will only cut the unconverted (originally methylated) cytosines. The enzyme can no longer recognize unmethylated sites, as they are “TG” instead of “CG”. Designing primers for this process is not always feasible, even with the help of advanced algorithms, and the process needs to be optimized each time a new site is to be analyzed. Furthermore, the workflow takes several days, is expensive, and is not high throughput enough to accomodate screening libraries of candidate DNA-binding-domain-methyltransferase fusion proteins. It has recently fallen out of favor because it is difficult to interpret and does not consider all CpG sites, but only ones which fall within a restriction enzyme’s recognition sequence. (Xiong 1997 and Li 2002). Our methylation assay, MaGellin, is also restriction-based but is much simpler than COBRA because it does not require bisulfite conversion of the DNA. This eliminates most of the problems that made COBRA unwieldy.
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Figure 1: COBRA. This restriction based assay detects methylation at CpG sites that fall within restriction enzyme recognition sequences. (http://commons.wikimedia.org/wiki/File:Cobra_workflow.svg)
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Sequencing Based. The second, and more commonly employed technique, is bisulfite sequencing, which employs the same bisulfite conversion step previously described, and is immediately followed by sequencing. Unmethylated cytosines are read as thymines and methylated cytosines are read as cytosines. Comparing converted and unconverted sequences reveals the methylation pattern with high resolution. Despite its advantages, this method is time consuming and can become very expensive as more and more constructs are screened for activity and specificity (Darst 2010).
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Revision as of 01:32, 28 September 2013

modeling

Motivation


Measuring Methylation
Two techniques have traditionally been employed to measure DNA methylation. Restriction Based. The first, called Combined Bisulfite Restriction Analysis (COBRA), involves chemically converting unmethylated cytosines into uracils (a process called bisulfite conversion), while leaving methylated cytosines intact. Performing PCR that amplifies the region of interest leaves methylated cytosines intact and unmethylated cytosines converted to thymines (Figure 1). Samples are then digested using an enzyme that will only cut the unconverted (originally methylated) cytosines. The enzyme can no longer recognize unmethylated sites, as they are “TG” instead of “CG”. Designing primers for this process is not always feasible, even with the help of advanced algorithms, and the process needs to be optimized each time a new site is to be analyzed. Furthermore, the workflow takes several days, is expensive, and is not high throughput enough to accomodate screening libraries of candidate DNA-binding-domain-methyltransferase fusion proteins. It has recently fallen out of favor because it is difficult to interpret and does not consider all CpG sites, but only ones which fall within a restriction enzyme’s recognition sequence. (Xiong 1997 and Li 2002). Our methylation assay, MaGellin, is also restriction-based but is much simpler than COBRA because it does not require bisulfite conversion of the DNA. This eliminates most of the problems that made COBRA unwieldy. Figure 1: COBRA. This restriction based assay detects methylation at CpG sites that fall within restriction enzyme recognition sequences. (http://commons.wikimedia.org/wiki/File:Cobra_workflow.svg) Sequencing Based. The second, and more commonly employed technique, is bisulfite sequencing, which employs the same bisulfite conversion step previously described, and is immediately followed by sequencing. Unmethylated cytosines are read as thymines and methylated cytosines are read as cytosines. Comparing converted and unconverted sequences reveals the methylation pattern with high resolution. Despite its advantages, this method is time consuming and can become very expensive as more and more constructs are screened for activity and specificity (Darst 2010).



Read about our results!