Difference between revisions of "Team:Uppsala/Transcriptomics/rRNA Depletion"

 
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                 <li class="toclevel tocsection"><a href="#Project_Description" class="scroll"> <span id="whereYouAre"> Project Description  </span> </a>
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                 <li class="toclevel tocsection"><a href="#Project_Description" class="scroll"> <span id="whereYouAre"> Transcriptomics</span> </a>
 
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                             <li class="toclevel nav-item active"><a href="#top" class="nav-link scroll"> Overview </a></li>
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                             <li class="toclevel nav-item active"><a href="#Dep" class="nav-link scroll"> rRNA Depletion</a></li>
                             <li class="toclevel nav-item"><a href="#Problem" class="nav-link scroll">  Problem </a></li>
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                             <li class="toclevel nav-item"><a href="#Exp" class="nav-link scroll">  Expermiment</a></li>
                             <li class="toclevel nav-item"><a href="#Solution" class="nav-link scroll">  Solution </a></li>
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                            <li class="toclevel nav-item"><a href="#Res" class="nav-link scroll"> Results</a></li>
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                             <li class="toclevel nav-item"><a href="#Conc" class="nav-link scroll">  Conclusion</a></li>
 
                             <li class="toclevel nav-item"><a href="#References" class="nav-link scroll"> References </a></li>
 
                             <li class="toclevel nav-item"><a href="#References" class="nav-link scroll"> References </a></li>
 
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         <h1>rRNA Depletion</h1>
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         <h1 id="Dep">rRNA Depletion</h1>
 
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<p>rRNA stands for ribosomal RNA and constitutes a large part of the cells ribosomes. In fact, about 90% of the total RNA content of the cell is rRNA, with the rest being microRNA, tRNA and mRNA. While the rRNA has been very useful for RNA quality control in the previous step of the pipeline, it actually holds no genetic information of value for us and can be removed to make the RNA sample more clear and lighter in preparation for the coming steps.</p>
  
<p>rRNA stands for ribosomal RNA and constitutes a large part of the cells ribosomes. In fact, about 90% of the total RNA content of the cell is rRNA, with the rest being microRNA, tRNA and mRNA. While the rRNA has been very useful for RNA quality control in the previous step of the pipeline, it actually holds no genetic information of value for us and can be removed to make the RNA sample clearer and lighter in preparation for the coming steps.</p>
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<h2 id="Exp">Experiment</h2>
 
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<h2>Experiment</h2>
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<p/>We performed our rRNA depletions using Thermo Fishers MICROBexpress Bacterial mRNA Enrichment Kit. This kit utilizes magnetic beads which are primed to capture and bind the rRNA to them. These beads are added to the sample. Using a magnet, the beads can then be pulled to the side of the sample tube and the eluate can be pipetted, giving us an RNA sample free of rRNA[1]!<br><br>
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<p>We performed our rRNA depletions using Thermo Fishers MICROBExpress Bacterial mRNA Enrichment Kit. This kit utilizes magnetic beads which are primed to capture and bind the rRNA to them. These beads are added to the sample. Using a magnet, the beads can then be pulled to the side of the sample tube and the eluate can be pipetted, giving us an RNA sample free of rRNA [1]. A total of 10000ng of total RNA is used for each sample in the rRNA depletion step.<br><br>
  
 
As with more of the following steps of this pipeline, this procedure requires several chemicals and other reagents to function. These agents remain in the RNA sample after the depletion and can interfere with following steps of refining the RNA. They are removed by precipitation, which forces the RNA out of the solution and allows us to collect it by centrifugation[1, 2].<br><br>
 
As with more of the following steps of this pipeline, this procedure requires several chemicals and other reagents to function. These agents remain in the RNA sample after the depletion and can interfere with following steps of refining the RNA. They are removed by precipitation, which forces the RNA out of the solution and allows us to collect it by centrifugation[1, 2].<br><br>
  
In this step, the RNA is measured using Thermo Fishers Qubit [3]. As with all work involving RNA, good sterile technique is required.
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In this step, the RNA is measured using Thermo Fishers Qubit [3]. As with all work involving RNA, good sterile technique is required. </p>  
us throughout the project. </p>  
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<h2>Result</h2>
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<h2 id="Res">Result</h2>
  
 
<p>The purified RNA samples are checked for their concentrations after the precipitation to determine successful rRNA depletion. We use Qubit for this, as it is more precise and we have found that NanoDrop is inaccurate at the smaller concentrations introduced in this step.</p><br><br>
 
<p>The purified RNA samples are checked for their concentrations after the precipitation to determine successful rRNA depletion. We use Qubit for this, as it is more precise and we have found that NanoDrop is inaccurate at the smaller concentrations introduced in this step.</p><br><br>
  
  
<p><b>Table 1:</b> This table shows the nucleic acid concentrations of our four samples after rRNA depletion and precipitation. Two of them are worm samples (w16_1, w16_2), and two of them are controls (c16_1, c16_2). The concentrations and the subsequent total mRNA are good, with the exception of w16_1 which is below average.</p>
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<p><b>Table 1.</b> This table shows the nucleic acid concentrations of our four samples after rRNA depletion and precipitation. Two of them are worm samples (w16_1, w16_2), and two of them are controls (c16_1, c16_2). The concentrations and the subsequent total mRNA are good, with the exception of w16_1 which is below average.</p>
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                             <p>My money's in that office, right? If she start giving me some bullshit about it ain't there, and we got to go someplace else and get it, I'm gonna shoot you in the head then and there. Then I'm gonna shoot that bitch in the kneecaps, find out where my goddamn money is. She gonna tell me too. Hey, look at me when I'm talking to you, motherfucker. You listen: we go in there, and that  Winston or anybody else is in there, you the first motherfucker to get shot. You understand? </p>
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                             <p>As can be seen in table 1, our results indicate that between 8-16% of the input amount (10000ng) remains in the sample after the rRNA depletion. rRNA depletion does not always result in a perfect removal of all rRNA, which may explain the variances in yield. In general, a minimum of 1000ng of rRNA-depleted nucleic acid material is needed for the next step in the pipeline, which is the poly(A)-tailing step. 1000ng of input does also equal to a 90% removal of input RNA, which we see as a good target as rRNA equals to about 90% of the RNA content of the cell. </p>
 
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                             <p>My money's in that office, right? If she start giving me some bullshit about it ain't there, and we got to go someplace else and get it, I'm gonna shoot you in the head then and there. Then I'm gonna shoot that bitch in the kneecaps, find out where my goddamn money is. She gonna tell me too. Hey, look at me when I'm talking to you, motherfucker. You listen: we go in there, and that Winston or anybody else is in there, you the first motherfucker to get shot. You understand? </p>
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                             <p>Two samples were selected for quality control by gel electrophoresis, w16_2 and c16_2. These two samples are also the closest to the 10% of total input we are looking for. As can be seen in figure 1, the first sample shows a faint remaining ribosomal band around the 2,9kb mark while the second sample appears to show a complete removal of rRNA. While it is optimal to have all rRNA gone before the next step, we have found that there is significant variance in the efficiency of the rRNA removal in this procedure. Remaining rRNA does not render the sample unusable, but will rather add in unwanted information in the sequencing step later on. We still deemed these samples as being of suitable quality, and moved on to the poly(A)-tailing step. </p>
 
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                             <p>Look, just because I don't be givin' no man a foot massage don't make it right for Marsellus to throw Antwone into a glass motherfuckin' house, fuckin' up the way the talks. Motherfucker do that shit to me, he better paralyze my ass, 'cause I'll kill the motherfucker, know what I'm sayin'? </p>
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                             <p><b>Figure something</b>
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                             <p><b>Figure 1.</b> This figure shows a gel electrophoresis comparison between totalRNA and our two selected samples which have undergone rRNA depletion. S.1 is w16_2, while S.2 is c16_2. While both samples have clearly had rRNA removed from them, some still appear to remain in S.1 </p>   
                            My money's in that office, right? If she start giving me some bullshit about it ain't there, and  
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                              we got to go someplace else and get it, I'm gonna shoot you in the head then and there. Then I'm
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                            gonna shoot that bitch in the kneecaps, find out where my goddamn money is. She gonna tell me
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                            too. Hey, look at me when I'm talking to you, motherfucker. You listen: we go in there, and that 
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                            Winston or anybody else is in there, you the first motherfucker to get shot. You understand? </p>   
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<h2>Conclusion</h2>
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<p>These results can generally be seen as acceptable (a total nucleic acid content of 1000 ng is seen as the threshold) and can be moved on to the next step of the process.<br><br>In many cases, a successful rRNA depletion results in a loss of up to 90% of the total nucleic acid contents of the cell [4]. A significantly smaller loss may raise suspicions of inadequate rRNA removal. This may be due to several reasons - such as poor dispersion of the magnetic beads throughout the sample, causing less of the beads to bind the the rRNA molecules. It can also be due to poor separation of the magnetic beads from the eluate (eg. not enough time on the magnet), or by overloading the sample by introducing too much input RNA [1]. A gel electrophoresis of the finished rRNA depletion product can generally discern this - no rRNA bands at 1.5kb and 2.9kb on the gel along with a reasonable nucleic acid concentration (around 10-20% of input RNA) are results that we generally go forward with.</p>  
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<h2 id="Conc">Conclusion</h2>
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<p>These results can generally be seen as acceptable and can be moved on to the next step of the process.<br><br>In many cases, a successful rRNA depletion results in a loss of up to 90% of the total nucleic acid contents of the cell [4]. A significantly smaller loss may raise suspicions of inadequate rRNA removal. This may be due to several reasons - such as poor dispersion of the magnetic beads throughout the sample, causing less of the beads to bind the rRNA molecules. It can also be due to poor separation of the magnetic beads from the eluate (eg. not enough time on the magnet), or by overloading the sample by introducing too much input RNA [1]. We selected two out of the four samples to go forward with and verified the rRNA removal with gel electrophoresis. The results from the gel indicated rRNA removal in both samples, although not perfect results and not equal between the samples. From our experience, a total rRNA removal is very difficult to obtain using our method, and we deemed the two samples as good to go for the next step.</p>  
  
 
<h3> Precipitation</h3>
 
<h3> Precipitation</h3>
<p>The EtOH precipitation is a necessary step in the purification of the RNA, where you want to separate the RNA from the liquid it is solved in. In most cases the RNA is solved in water where both the water molecules and RNA are charged and thereby interacts with each other, thus the RNA is hydrophilic. This is what we want to change. For us to separate the RNA from the water molecules we need to make the RNA less hydrophilic and make the pellet visible, which is done by adding the following.<br><br>
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<p>The EtOH precipitation is a necessary step in the purification of the RNA, where you want to separate the RNA from the liquid it is dissolved in. In most cases the RNA is dissolved in water where both the water molecules and RNA are charged and thereby interacts with each other, thus the RNA is hydrophilic. This is what we want to change. For us to separate the RNA from the water molecules we need to make the RNA less hydrophilic and make the pellet visible, which is done by adding the following.<br><br>
 
<b>Salt:</b> The choice of salt varies between different situations, but we chose to use sodium acetate. The salt neutralizes the charges on the RNA, which makes the RNA less hydrophilic.<br><br>
 
<b>Salt:</b> The choice of salt varies between different situations, but we chose to use sodium acetate. The salt neutralizes the charges on the RNA, which makes the RNA less hydrophilic.<br><br>
 
<b>Ethanol:</b> The ethanol on the other hand has the function of simplify the interaction between the nucleic acids and the salt. The salt in combination with the ethanol forces the nucleic acids to precipitate and can thereby be separated from the water with centrifugation.<br><br>
 
<b>Ethanol:</b> The ethanol on the other hand has the function of simplify the interaction between the nucleic acids and the salt. The salt in combination with the ethanol forces the nucleic acids to precipitate and can thereby be separated from the water with centrifugation.<br><br>
<b>Glycogen:</b> It is important that the visibility of the RNA pellet is good enough to avoid touching it when pipetting the supernatant. When adding the glycogen the pellet gets more visible due to the fact that glycogen is a polysaccharide and cannot be solved in alcohols. Thereby when the glycogen is added into the RNA sample, nucleic acids will get trapped and get precipitated with the glycogen.<br><br>
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<b>Glycogen:</b> It is important that the visibility of the RNA pellet is good enough to avoid touching it when pipetting the supernatant. When adding the glycogen the pellet gets more visible due to the fact that glycogen is a polysaccharide and cannot be dissolved in alcohols. Thereby when the glycogen is added into the RNA sample, nucleic acids will get trapped and get precipitated with the glycogen.<br><br>
<b>Glycoblue:</b> Another complementary method to visualize the RNA pellet is to dye it. GlycoBlue is a blue dye that binds specific to glycogen, contributing of making the pellet even more visible. Thereby it will be easier for the user to pipette with less chance of touching the pellet.</p>
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<b>Glycoblue:</b> Another complementary method to visualize the RNA pellet is to dye it. GlycoBlue is a blue dye that binds specifically to glycogen, making the pellet even more visible. Thereby it will be easier for the user to pipette with less chance of touching the pellet.</p>
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<h1>References</h1>
 
<p><b>[1]</b> Thermo Fisher, 2018. MICROBExpress™ Kit Protocol (PN 1905 Rev C) https://assets.thermofisher.com/TFS-Assets/LSG/manuals/cms_057051.pdf Date of visit 2018-10-15</p><br>
 
<p><b>[2]</b> Walker, SE, Lorsch J. 2013. Chapter Nineteen - RNA Purification - Precipitation Methods. Methods in Enzymology, 530. p.337-343.</p><br>
 
<p><b>[3]</b> Thermo Fisher, 2018. Qubit Flourometric Quantitation. https://www.thermofisher.com/se/en/home/industrial/spectroscopy-elemental-isotope-analysis/molecular-spectroscopy/fluorometers/qubit.html Date of visit 2018-10-15</p><br>
 
<p><b>[4]</b> Petrova OE, Garcia-Alcalde F, Zampaloni C, Sauer K. 2017. Comparative evaluation of rRNA depletion procedures for the improved analysis of bacterial biofilm and mixed pathogen culture transcriptomes. Scientific Reports 7, Article number: 41114.
 
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<h2 id="References">References</h2>
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<p><b>[1]</b> Thermo Fisher, 2018. MICROBExpress™ Kit Protocol (PN 1905 Rev C) <a href="https://assets.thermofisher.com/TFS-Assets/LSG/manuals/cms_057051.pdf">https://assets.thermofisher.com/TFS-Assets/LSG/manuals/cms_057051.pdf</a> Date of visit 2018-10-15</p>
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<p><b>[2]</b> Walker, SE, Lorsch J. 2013. Chapter Nineteen - RNA Purification - Precipitation Methods. Methods in Enzymology, 530. p.337-343.</p>
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<p><b>[3]</b> Thermo Fisher, 2018. Qubit Flourometric Quantitation. <a href="https://www.thermofisher.com/se/en/home/industrial/spectroscopy-elemental-isotope-analysis/molecular-spectroscopy/fluorometers/qubit.html">https://www.thermofisher.com/se/en/home/industrial/spectroscopy-elemental-isotope-analysis/molecular-spectroscopy/fluorometers/qubit.html</a> Date of visit 2018-10-15</p>
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<p><b>[4]</b> Petrova OE, Garcia-Alcalde F, Zampaloni C, Sauer K. 2017. Comparative evaluation of rRNA depletion procedures for the improved analysis of bacterial biofilm and mixed pathogen culture transcriptomes. Scientific Reports 7, Article number: 41114.
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