Name: genome-wide quantification of translation in budding yeast by ribosome profiling
Uploaded: 2017-12-21T14:00:00
Description: Watch this Scientific Journal Video about Genome-wide Quantification of Translation in Budding Yeast by Ribosome Profiling at JoVE.com

This work was supported by the National Institutes of Health grants AG040191 and AG054566&#160;to VML. This research was conducted while VML was an AFAR Research Grant recipient from the American Federation for Aging Research.

1. Extract Preparation
<ol>
	<li>Streak yeast strains from frozen stocks for single colonies on YPD plates (1% yeast extract, 2% peptone, 2% glucose, and 2% agar). Incubate the plates at 30 &#176;C for 2 days.</li>
	<li>Inoculate yeast from a YPD plate (use a single colony) into 15 mL of YPD medium (1% yeast extract, 2% peptone, 2% glucose) in a 50 mL conical centrifuge tube and grow overnight with shaking (200-250 rpm) at 30 &#176;C.</li>
	<li>Dilute culture into 500 mL of YPD medium in a 2 L sterile flask, so that th...

<ol>
	<li>Holcik, M., Sonenberg, N. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Translational+control+in+stress+and+apoptosis.">Translational control in stress and apoptosis.</a> Nat Rev Mol Cell Biol. 6 (4), 318-327 (2005).</li><li>Tanenbaum, M. E., Stern-Ginossar, N., Weissman, J. S., Vale, R. D. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Regulation+of+mRNA+translation+during+mitosis.">Regulation of mRNA translation during mitosis.</a> Elife. 4, (2015).</li><li>Ingolia, N. T., Ghaemmaghami, S., Newman, J. R., Weissman, J. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Genome-wide+analysis+in+vivo+of+translation+with+nucleotide+resolution+using+ribosome+profiling.">Genome-wide analysis in vivo of translation with nucleotide resolution using ribosome profiling.</a> Science. 324 (5924), 218-223 (2009).</li><li>Ingolia, N. T. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Genome-wide+translational+profiling+by+ribosome+footprinting.">Genome-wide translational profiling by ribosome footprinting.</a> Methods Enzymol. 470, 119-142 (2010).</li><li>Brar, G. A., Weissman, J. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Ribosome+profiling+reveals+the+what,+when,+where+and+how+of+protein+synthesis.">Ribosome profiling reveals the what, when, where and how of protein synthesis.</a> Nat Rev Mol Cell Biol. 16 (11), 651-664 (2015).</li><li>Wolin, S. L., Walter, P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Ribosome+pausing+and+stacking+during+translation+of+a+eukaryotic+mRNA.">Ribosome pausing and stacking during translation of a eukaryotic mRNA.</a> EMBO J. 7 (11), 3559-3569 (1988).</li><li>Guo, H., Ingolia, N. T., Weissman, J. S., Bartel, D. P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mammalian+microRNAs+predominantly+act+to+decrease+target+mRNA+levels.">Mammalian microRNAs predominantly act to decrease target mRNA levels.</a> Nature. 466 (7308), 835-840 (2010).</li><li>Ingolia, N. T., Brar, G. A., Rouskin, S., McGeachy, A. M., Weissman, J. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=The+ribosome+profiling+strategy+for+monitoring+translation+in+vivo+by+deep+sequencing+of+ribosome-protected+mRNA+fragments.">The ribosome profiling strategy for monitoring translation in vivo by deep sequencing of ribosome-protected mRNA fragments.</a> Nat Protoc. 7 (8), 1534-1550 (2012).</li><li>Bartholomaus, A., Del Campo, C., Ignatova, Z. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mapping+the+non-standardized+biases+of+ribosome+profiling.">Mapping the non-standardized biases of ribosome profiling.</a> Biol Chem. 397 (1), 23-35 (2016).</li><li>Larsson, O., Sonenberg, N., Nadon, R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=anota:+Analysis+of+differential+translation+in+genome-wide+studies.">anota: Analysis of differential translation in genome-wide studies.</a> Bioinformatics. 27 (10), 1440-1441 (2011).</li><li>Zhong, Y., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=RiboDiff:+detecting+changes+of+mRNA+translation+efficiency+from+ribosome+footprints.">RiboDiff: detecting changes of mRNA translation efficiency from ribosome footprints.</a> Bioinformatics. 33 (1), 139-141 (2017).</li><li>Xiao, Z., Zou, Q., Liu, Y., Yang, X. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Genome-wide+assessment+of+differential+translations+with+ribosome+profiling+data.">Genome-wide assessment of differential translations with ribosome profiling data.</a> Nat Commun. 7, 11194 (2016).</li><li>Chung, B. Y., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=The+use+of+duplex-specific+nuclease+in+ribosome+profiling+and+a+user-friendly+software+package+for+Ribo-seq+data+analysis.">The use of duplex-specific nuclease in ribosome profiling and a user-friendly software package for Ribo-seq data analysis.</a> RNA. 21 (10), 1731-1745 (2015).</li><li>Popa, A., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=RiboProfiling:+a+Bioconductor+package+for+standard+Ribo-seq+pipeline+processing.">RiboProfiling: a Bioconductor package for standard Ribo-seq pipeline processing.</a> F1000Res. 5, 1309 (2016).</li><li>Dunn, J. G., Weissman, J. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Plastid:+nucleotide-resolution+analysis+of+next-generation+sequencing+and+genomics+data.">Plastid: nucleotide-resolution analysis of next-generation sequencing and genomics data.</a> BMC Genomics. 17 (1), 958 (2016).</li><li>Baranov, P. V., Michel, A. M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Illuminating+translation+with+ribosome+profiling+spectra.">Illuminating translation with ribosome profiling spectra.</a> Nat Methods. 13 (2), 123-124 (2016).</li><li>Calviello, L., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Detecting+actively+translated+open+reading+frames+in+ribosome+profiling+data.">Detecting actively translated open reading frames in ribosome profiling data.</a> Nat Methods. 13 (2), 165-170 (2016).</li><li>Michel, A. M., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=RiboGalaxy:+A+browser+based+platform+for+the+alignment,+analysis+and+visualization+of+ribosome+profiling+data.">RiboGalaxy: A browser based platform for the alignment, analysis and visualization of ribosome profiling data.</a> RNA Biol. 13 (3), 316-319 (2016).</li><li>Martin, M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Cutadapt+removes+adapter+sequences+from+high-throughput+sequencing+reads.">Cutadapt removes adapter sequences from high-throughput sequencing reads.</a> EMBnet J. 17 (1), 10-12 (2011).</li><li>Langmead, B., Trapnell, C., Pop, M., Salzberg, S. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Ultrafast+and+memory-efficient+alignment+of+short+DNA+sequences+to+the+human+genome.">Ultrafast and memory-efficient alignment of short DNA sequences to the human genome.</a> Genome Biol. 10 (3), R25 (2009).</li><li>Anders, S., Pyl, P. T., Huber, W. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=HTSeq--a+Python+framework+to+work+with+high-throughput+sequencing+data.">HTSeq--a Python framework to work with high-throughput sequencing data.</a> Bioinformatics. 31 (2), 166-169 (2015).</li><li>Love, M. I., Huber, W., Anders, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Moderated+estimation+of+fold+change+and+dispersion+for+RNA-seq+data+with+DESeq2.">Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2.</a> Genome Biol. 15 (12), 550 (2014).</li><li>van den Elzen, A. M., Schuller, A., Green, R., Seraphin, B. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Dom34-Hbs1+mediated+dissociation+of+inactive+80S+ribosomes+promotes+restart+of+translation+after+stress.">Dom34-Hbs1 mediated dissociation of inactive 80S ribosomes promotes restart of translation after stress.</a> EMBO J. 33 (3), 265-276 (2014).</li><li>Guydosh, N. R., Green, R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Dom34+rescues+ribosomes+in+3'+untranslated+regions.">Dom34 rescues ribosomes in 3' untranslated regions.</a> Cell. 156 (5), 950-962 (2014).</li><li>Ingolia, N. T. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Ribosome+profiling:+new+views+of+translation,+from+single+codons+to+genome+scale.">Ribosome profiling: new views of translation, from single codons to genome scale.</a> Nat Rev Genet. 15 (3), 205-213 (2014).</li><li>Gerashchenko, M. V., Lobanov, A. V., Gladyshev, V. N. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Genome-wide+ribosome+profiling+reveals+complex+translational+regulation+in+response+to+oxidative+stress.">Genome-wide ribosome profiling reveals complex translational regulation in response to oxidative stress.</a> Proc Natl Acad Sci U S A. 109 (43), 17394-17399 (2012).</li><li>Weinberg, D. E., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Improved+ribosome-footprint+and+mRNA+measurements+provide+insights+into+dynamics+and+regulation+of+yeast+translation.">Improved ribosome-footprint and mRNA measurements provide insights into dynamics and regulation of yeast translation.</a> Cell Rep. 14 (7), 1787-1799 (2016).</li><li>Park, J. E., Yi, H., Kim, Y., Chang, H., Kim, V. N. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Regulation+of+poly(A)+tail+and+translation+during+the+somatic+cell+cycle.">Regulation of poly(A) tail and translation during the somatic cell cycle.</a> Mol Cell. 62 (3), 462-471 (2016).</li><li>Howard, M. T., Carlson, B. A., Anderson, C. B., Hatfield, D. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Translational+redefinition+of+UGA+codons+is+regulated+by+selenium+availability.">Translational redefinition of UGA codons is regulated by selenium availability.</a> J Biol Chem. 288 (27), 19401-19413 (2013).</li><li>Gerashchenko, M. V., Gladyshev, V. N. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Ribonuclease+selection+for+ribosome+profiling.">Ribonuclease selection for ribosome profiling.</a> Nucleic Acids Res. 45 (2), e6 (2017).</li><li>Gerashchenko, M. V., Gladyshev, V. N. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Translation+inhibitors+cause+abnormalities+in+ribosome+profiling+experiments.">Translation inhibitors cause abnormalities in ribosome profiling experiments.</a> Nucleic Acids Res. 42 (17), e134 (2014).</li><li>O'Connor, P. B., Andreev, D. E., Baranov, P. V. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Comparative+survey+of+the+relative+impact+of+mRNA+features+on+local+ribosome+profiling+read+density.">Comparative survey of the relative impact of mRNA features on local ribosome profiling read density.</a> Nat Commun. 7, 12915 (2016).</li></ol>

The Ribo-Seq approach has emerged as a powerful technology for the analysis of mRNA translation in vivo at the genome-wide level 3. Studies using this approach, which allows monitoring translation with single-codon resolution, has contributed to our understanding of translational regulation. Despite its advantages, Ribo-Seq has several limitations. Ribosomal RNA (rRNA) fragments are always co-purified during isolation of ribosome-protected footprints decreasing the yield of useful sequenc...

mRNA translation is one of the fundamental processes in the cell, which plays an important role in the regulation of protein expression. Therefore, mRNA translation is tightly controlled in response to different internal and external physiological stimuli 1,2. However, the mechanisms of translational regulation remain understudied. Here, we describe the protocol for the genome-wide quantification of translation in budding yeast by ribosome profiling. The overall goal of the ribosome profiling technique is to study and quantify the translation of specific mRNAs under different cellular conditions. This technique uses next-generation sequencing to quantitatively analyze ribosome occupancy throughout the genome and allows monitoring the rate of protein synthesis in vivo at the single codon resolution 3,4. Currently, this method provides the most advanced means of measuring the levels of protein translation, and has proven to be a useful discovery tool providing information that cannot be revealed by other currently available techniques, e.g. microarrays or translation state array analysis (TSAA) 5. As ribosome profiling reports on the combined changes in transcript levels and translational output, it also provides much greater sensitivity compared to other methods.
This approach is based on deep sequencing of ribosome-protected mRNA fragments 3. During protein translation, ribosomes protect ~ 28 nt portions of the mRNA (called footprints) 6. By determining the sequence of the ribosome-protected fragments, Ribo-Seq can map the position of ribosomes on the translated mRNA and identify which regions of mRNA are likely to be actively translated into protein 3,7. In addition, we can quantitatively measure the translation of mRNA by counting the number of footprints that align to a given mRNA transcript.
In order to isolate the ribosome-protected fragments, cell lysates are initially treated with a translation inhibitor to stall the ribosomes followed by ribonuclease digestion. Whereas free mRNA and portions of translated mRNAs not protected by ribosomes are degraded by ribonuclease, the ribosome-protected mRNA fragments can be recovered by purifying intact ribosome-footprint complexes. These mRNA footprints are then converted into cDNA library and analyzed by deep sequencing (Figure 1). In parallel to ribosome profiling, intact mRNA is extracted from the same sample and sequenced. By comparing the level of translation identified by Ribo-Seq with mRNA abundance measurements, we can identify genes that are specifically up- or down-regulated at the level of translation and calculate translation efficiency of mRNA at the genome-wide level. While the protocol described in this article is specific for yeast, it should be also useful for&#160;researchers who will try to establish the Ribo-Seq protocol in other systems.

<table>
	<tbody>
		<tr>
			<td>0.45 &#956;M membrane filters</td>
			<td>Millipore</td>
			<td>HVLP04700</td>
			<td></td>
		</tr>
		<tr>
			<td>0.5 M EDTA</td>
			<td>Invitrogen</td>
			<td>AM9261</td>
			<td></td>
		</tr>
		<tr>
			<td>0.5 mL centrifugal filters (100 kDa MWCO)</td>
			<td>Millipore</td>
			<td>UFC510024</td>
			<td></td>
		</tr>
		<tr>
			<td>1 M Tris-HCl, pH 7.0</td>
			<td>Invitrogen</td>
			<td>AM9850G</td>
			<td></td>
		</tr>
		<tr>
			<td>1 M Tris-HCl, pH 7.5 (pH 8.0 at 4&#176;C)</td>
			<td>Invitrogen</td>
			<td>15567-027</td>
			<td></td>
		</tr>
		<tr>
			<td>10X TBE buffer</td>
			<td>Invitrogen</td>
			<td>AM9863</td>
			<td></td>
		</tr>
		<tr>
			<td>10% TBE-urea gel</td>
			<td>Invitrogen</td>
			<td>EC6875BOX</td>
			<td></td>
		</tr>
		<tr>
			<td>15% TBE-urea gel</td>
			<td>Invitrogen</td>
			<td>EC6885BOX</td>
			<td></td>
		</tr>
		<tr>
			<td>2 M MgCl2</td>
			<td>RPI</td>
			<td>M24500-10.0</td>
			<td></td>
		</tr>
		<tr>
			<td>2X TBE-urea sample buffer</td>
			<td>Invitrogen</td>
			<td>LC6876</td>
			<td></td>
		</tr>
		<tr>
			<td>3M NaOAc, pH 5.5</td>
			<td>Invitrogen</td>
			<td>AM9740</td>
			<td></td>
		</tr>
		<tr>
			<td>5&#39; Deadenylase (10 U/&#956;L)</td>
			<td>Epicentre</td>
			<td>DA11101K</td>
			<td></td>
		</tr>
		<tr>
			<td>5X Nucleic acid sample loading buffer</td>
			<td>Bio-Rad</td>
			<td>161-0767</td>
			<td></td>
		</tr>
		<tr>
			<td>8% TBE gel</td>
			<td>Invitrogen</td>
			<td>EC6215BOX</td>
			<td></td>
		</tr>
		<tr>
			<td>Acid-Phenol:Chloroform, pH 4.5 (with IAA, 125:24:1)</td>
			<td>Invitrogen</td>
			<td>AM9722</td>
			<td></td>
		</tr>
		<tr>
			<td>Blue light transilluminator</td>
			<td>Clare Chemical Research</td>
			<td>DR-46B</td>
			<td></td>
		</tr>
		<tr>
			<td>Chrome-steel beads, 3.2 mm</td>
			<td>BioSpec Products</td>
			<td>11079132c</td>
			<td></td>
		</tr>
		<tr>
			<td>Cryogrinder</td>
			<td>Biospec product</td>
			<td>3110BX</td>
			<td></td>
		</tr>
		<tr>
			<td>Cycloheximide</td>
			<td>RPI</td>
			<td>C81040-5.0</td>
			<td></td>
		</tr>
		<tr>
			<td>Data Acquisition System</td>
			<td>DATAQ Instruments</td>
			<td>DI-245</td>
			<td></td>
		</tr>
		<tr>
			<td>Deoxynucleotide (dNTP) solution mix (10 mM)</td>
			<td>NEB</td>
			<td>N0447L</td>
			<td></td>
		</tr>
		<tr>
			<td>Glycogen</td>
			<td>Invitrogen</td>
			<td>AM9510</td>
			<td></td>
		</tr>
		<tr>
			<td>Gradient fractionation system</td>
			<td>Brandel</td>
			<td>BR-184X</td>
			<td></td>
		</tr>
		<tr>
			<td>High-fidelity DNA polymerase (2,000 U/mL)</td>
			<td>NEB</td>
			<td>M0530S</td>
			<td>Supplied with 5X Phusion HF Buffer</td>
		</tr>
		<tr>
			<td>Next-generation sequencing library quantification kit</td>
			<td>Kapa Biosystems</td>
			<td>KK4824</td>
			<td></td>
		</tr>
		<tr>
			<td>Nucleic acid gel stain</td>
			<td>Invitrogen</td>
			<td>S11494</td>
			<td></td>
		</tr>
		<tr>
			<td>Optima XE-90 ultracentrifuge</td>
			<td>Beckman Coulter</td>
			<td>A94471</td>
			<td></td>
		</tr>
		<tr>
			<td>Poly(A) mRNA isolation kit</td>
			<td>Invitrogen</td>
			<td>61011</td>
			<td></td>
		</tr>
		<tr>
			<td>Rec J exonuclease (10 U/&#956;L)</td>
			<td>Epicentre</td>
			<td>RJ411250</td>
			<td></td>
		</tr>
		<tr>
			<td>Reverse transcriptase (200 U/&#956;L)</td>
			<td>Invitrogen</td>
			<td>18080093</td>
			<td>Supplied with 5X first-strand buffer and 0.1 M DTT</td>
		</tr>
		<tr>
			<td>RNA fragmentation buffer</td>
			<td>NEB</td>
			<td>E6186A</td>
			<td></td>
		</tr>
		<tr>
			<td>RNase I (100 U/&#956;L)</td>
			<td>Invitrogen</td>
			<td>AM2295</td>
			<td></td>
		</tr>
		<tr>
			<td>RNase inhibitor (20 U/&#956;L)</td>
			<td>Invitrogen</td>
			<td>AM2696</td>
			<td></td>
		</tr>
		<tr>
			<td>Silicone rubber caps</td>
			<td>BioSpec Products</td>
			<td>2008</td>
			<td></td>
		</tr>
		<tr>
			<td>ssDNA ligase (100 U/&#956;L)</td>
			<td>Epicentre</td>
			<td>CL9021K</td>
			<td>Supplied with 10X CircLigase II buffer and 50 mM MnCl2</td>
		</tr>
		<tr>
			<td>Stainless steel microvials, 1.8 mL</td>
			<td>BioSpec Products</td>
			<td>2007</td>
			<td></td>
		</tr>
		<tr>
			<td>Sucrose</td>
			<td>RPI</td>
			<td>S24060-5000.0</td>
			<td></td>
		</tr>
		<tr>
			<td>SW-41 Ti rotor</td>
			<td>Beckman Coulter</td>
			<td>331362</td>
			<td></td>
		</tr>
		<tr>
			<td>Syringe pump</td>
			<td>New Era Pump Systems</td>
			<td>NE-300</td>
			<td></td>
		</tr>
		<tr>
			<td>T4 polynucleotide kinase (10,000 U/mL)</td>
			<td>NEB</td>
			<td>M0201S</td>
			<td>Supplied with 10X T4 polynucleotide kinase buffer</td>
		</tr>
		<tr>
			<td>T4 RNA ligase 2 truncated KQ (200,000 U/mL)</td>
			<td>NEB</td>
			<td>M0373S</td>
			<td>Supplied with 10X T4 RNA ligase buffer and 50% PEG8000</td>
		</tr>
		<tr>
			<td>Thermal cycler</td>
			<td>Bio-Rad</td>
			<td>1851148</td>
			<td></td>
		</tr>
		<tr>
			<td>Thinwall polyallomer tubes, 13.2 mL</td>
			<td>Beckman Coulter</td>
			<td>331372</td>
			<td></td>
		</tr>
		<tr>
			<td>Triton X-100</td>
			<td>Sigma Aldrich</td>
			<td>X100-100ML</td>
			<td></td>
		</tr>
		<tr>
			<td>UV monitor</td>
			<td>Bio-Rad</td>
			<td>7318160</td>
			<td></td>
		</tr>
		<tr>
			<td>Saccharomyces cerevisiae strain BY4741</td>
			<td>Open Biosystems</td>
			<td>YSC1048</td>
			<td></td>
		</tr>
	</tbody>
</table>

genome-wide quantification of translation in budding yeast by ribosome profiling

Translation of mRNA into proteins is a complex process involving several layers of regulation. It is often assumed that changes in mRNA transcription reflect changes in protein synthesis, but many exceptions have been observed. Recently, a technique called ribosome profiling (or Ribo-Seq) has emerged as a powerful method that allows identification, with high accuracy, which regions of mRNA are translated into proteins and quantification of translation at the genome-wide level. Here, we present a generalized protocol for genome-wide quantification of translation using Ribo-Seq in budding yeast. In addition, combining Ribo-Seq data with mRNA abundance measurements allows us to simultaneously quantify translation efficiency of thousands of mRNA transcripts in the same sample and compare changes in these parameters in response to experimental manipulations or in different physiological states. We describe a detailed protocol for generation of ribosome footprints using nuclease digestion, isolation of intact ribosome-footprint complexes via sucrose gradient fractionation, and preparation of DNA libraries for deep sequencing along with appropriate quality controls necessary to ensure accurate analysis of in vivo translation.

Detailed pipelines for bioinformatic analysis of ribosome profiling data have been described previously 8,9. In addition, several research groups have developed bioinformatics tools for differential gene expression analysis and processing of sequencing data, which are specific for ribosome profiling method 10,11,12,<sup class="...

Watch this Scientific Journal Video about Genome-wide Quantification of Translation in Budding Yeast by Ribosome Profiling at JoVE.com

Genome-wide Quantification of Translation in Budding Yeast by Ribosome Profiling

Translational regulation plays an important role in the control of protein abundance. Here, we describe a high-throughput method for quantitative analysis of translation in the budding yeast Saccharomyces cerevisiae.

Translation of mRNA into proteins is a complex process involving several layers of regulation. It is often assumed that changes in mRNA transcription ...

The overall goal of this procedure is to identify which regions of mRNA are translated into proteins quantitatively measure protein translation in budding yeast saccharomyces cerevisiae at the genome-wide level. Ribosome profiling can be used to monitor the rate of proteins and disease and to study the mechanisms of translational regulation. The main advantage of this technique is that it adds much greater sensitivity compared to other methods, and of those, measuring proteins and disease in vivo at the single contact resolution.Though this protocol's specific for budding yeast, it is also useful for researchers who are trying to establish ribosome profiling in other model systems, such as mammalian cells and tissues. Extracts will be prepared from yeast cells grown to mid log phase. Use a glass holder filter assembly to filter the culture through 0.45 micromembrane filters.Scrape the pellet with the spatula, flash freeze in liquid nitrogen, and store at minus 80 degrees celsius. Put three chrome steel 3.2 millimeter beads into a 1.8 milliliter stainless steel tube and pre-chill the tube in liquid nitrogen. Add the frozen pellets and cover the steel tube with a silicone rubber cap.Homogenize the sample by cryo-grinding for 10 seconds at 4200 rpm. To keep the samples frozen during the entire grinding procedure it is critical to chill the tube in liquid nitrogen for at least 10 seconds in between each grinding. When the homogenization is done, add one milliliter of lysis buffer that contains cycloheximide to the sample.Mix well by pipetting and transfer the sample to a new 1.5 milliliter tube. Centrifuge at 20, 000 times g at four degrees Celsius for five minutes. Transfer the supernatant into a new 1.5 milliliter tube.Transfer 100 microliters of lysate to another new 1.5 milliliter tube for poly(A)mRNA isolation. Flash freeze the tubes with the mRNA samples on the rest of the lysate, which will be used for footprint extraction in liquid nitrogen, and store at minus 80 degrees celsius. On the night before the footprint extraction, thaw previously prepared sucrose gradients at four degrees celsius.On the following day, thaw the cell lysate on ice. Transfer an aliquot of cell lysate containing 50 OD260 units to a new 1.5 milliliter tube, add fresh lysis buffer up to one milliliter and 10 microliters of RNase one. Incubate at room temperature with gentle rotation on a head over heels rotator for one hour.Next, gently layer the lysate sample on top of a 10%to 50%sucrose gradient in polymer tubes. Using an SW41 ti rotor, ultra centrifuge at 35, 000 rpm at four degrees celsius for three hours. During the ultra cetrifugation, set up the gradient fractionation system.Turn on the components and allow the UV monitor to warm up for at least 30 minutes. Fill the syringe with chase solution and remove any air bubbles inside the syringe and canula. When the ultracentrifugation is complete, install and pierce the ultracentrifuge tube containing the sucrose gradient.Start the syringe pump at one milliliter per minute and collect one milliliter fractions while monitoring the A254 values. Fractions representing the ADS monosome peak are collected and pooled. Filter the fractions through 0.5 milliliter centrifugal filters at 12, 000 times g at four degrees celsius for 10 minutes, discard the flow-through, and repeat until the volume is less than 100 microliters.At 400 microliters of release buffer mixed by pipetting and incubate on ice for 10 minutes, transfer the unit into a new collection tube and centrifuge at 12, 000 times g at four degrees celsius for 10 minutes. Collect the flow-through. Subsequently, purify the footprint fragments and precipitate the samples using ethanol precipitation as described in the text protocol.To begin this procedure, centrifuge the precipitated footprint and fragmented mRNA samples at 20, 000 times g and four degrees celsius for 30 minutes. After removing ethanol and air drying the pellets, we suspend each pellet in 7.75 microliters of water. To each pellet, add one microliter of 10XT4 polynucleotide kinase buffer, one microliter of T4 polynucleotide kinase, and 0.25 microliters of RNase inhibitor.Incubate at 37 degrees celsius for one hour. Add 10 microliters of 2X TBE urea sample buffer to 10 microliters of each footprint and mRNA sample. Incubate the samples and appropriate controls at 75 degrees celsius for three minutes, spin down, and put on ice for one minute.Load each sample into two wells of a 15%TBE urea gel and separate the RNA fragments by gel electrophoresis at 180 volts for one hour. Stain the gel with a nucleic acid gel stain, protected from light for five minutes. While visualizing the gel under a blue light transilluminator, excise the proper band between 28 and 32 nucleotides for footprint samples and around 50 to 70 nucleotides for mRNA samples.Freeze the excised polyacrylamide gel pieces at minus 80 degrees celsius for at least 10 minutes before extracting RNA from the polyacrylamide gel. Prior to reverse transcription, perform three prime adapter ligation and precipitate the samples as described in the text protocol. Resuspend each pellet in 11.5 microliters of nuclease-free water.Then add 0.5 microliters of eight micromolar reverse transcription primer and one microliter of dNTP mix. Incubate at 65 degrees celsius for five minutes and then place on ice. To each sample, add four microliters of 5x first strand buffer, two microliters of 0.1 molar DTT, 0.5 microliters of RNase inhibitor, and 0.5 microliters of reverse transcriptase.Incubate at 48 degrees celsius for 30 minutes, 65 degrees celsius for one minute, and 80 degrees celsius for five minutes. Proceed immediately to the hydrolysis of RNA by adding 0.8 microliters of two molar sodium hydroxide to each sample and incubating at 98 degrees celsius for 30 minutes. Add 0.8 microliters of two molar hydrogen chloride to neutralize the reaction.After precipitating the samples as described in the text protocol, resuspend each pellet in five microliters of nuclease-free water and add five microliters of 2x TBE urea sample buffer. Incubate at 75 degrees celsius for three minutes, spin down, and ice for one minute. Load the sample in one well of a 10%TBE urea gel.Separate the products of the reverse transcription reaction by gel electrophoresis 180 volts for 50 minutes. Stain the gel with a nucleic acid gel stain protected from light for five minutes. Using a blue light transilluminator, excise the band around 128 nucleotides and higher.Freeze the polyacrylamide gel pieces at minus 80 degrees celsius for at least 10 minutes before extracting DNA from the polyacrylamide gel. To circularize the DNA, resuspend each DNA pellet in 16.75 microliters of nuclease-free water. Add two microliters of 10x single-stranded DNA lygase buffer, one microliter of 50 millimolar manganese chloride, and 0.25 microliters of single-stranded DNA Ligase.Incubate at 60 degrees celsius for one hour, followed by 80 degrees celsius for 10 minutes. Without precipitating, store the single-stranded DNA ligation reaction product at minus 20 degrees celsius. Subsequently, perform PCR library amplification followed by library quantification and high throughput sequencing as described in the text protocol.Representative bio analyzer profiles of the PCR amplified footprint library and the sequencing library obtained for mRNA samples are shown. The expected average size of the footprint library is 148 to 152 nucleotides, and the expected size of the mRNA library is 170 to 190 nucleotides. This graph shows the combined number of mRNA, footprint, and rRNA reads obtained for two independent biological replicates of a wild type sample and the hbs1 deletion mutant.50%to 60%of all sequenced reads in the footprint libraries corresponded to ribosome-protected footprint fragments. In contrast, only 3%of rRNA fragments were observed in mRNA libraries, demonstrating that poly(A)mRNA isolation allows effective elimination of rRNA reads. Both footprint and mRNA sample libraries show good reproducibility as indicated by a Pearson correlation coefficient of about 0.99 between matched samples.When combined with mRNA abundance measurements, ribosome profiling allows measuring changes in translation efficiency between experimental conditions. Significantly up-regulated and down-regulated genes in the hbs1 deletion mutant are grouped in accordance to whether they are affected by a change in mRNA transcription, translation efficiency, or by a common effect. Once mastered, the entire protocol can be performed in approximately 11 days.While attempting this procedure, it is important to remember to wear gloves and perform all steps using RNase free reagents and consumables to avoid RNase contamination and lower the risk of RNA degradation in the samples. After watching this video, you should have a good understanding of how to generate ribosome footprints using nuclease digestion, isolate intact ribosome footprint complexes by sucrose gradient fractionation, and prepare DNA libraries for deep sequencing. Don't forget that working with liquid nitrogen can be extremely hazardous, and precautions such as wearing safety glasses and cryo-gloves should always be taken while handling extremely cold materials.

Research

JoVE Journal

Biochemistry

Resolving Affinity Purified Protein Complexes by Blue Native PAGE and Protein Correlation Profiling

Most proteins act in association with others; hence, it is crucial to characterize these functional units in order to fully understand biological ...

Quantitative Immunofluorescence to Measure Global Localized Translation

The mechanisms regulating mRNA translation are involved in various biological processes, such as germ line development, cell differentiation, and ...

Deep Proteome Profiling by Isobaric Labeling, Extensive Liquid Chromatography, Mass Spectrometry, and Software-assisted Quantification

Many exceptional advances have been made in mass spectrometry (MS)-based proteomics, with particular technical progress in liquid chromatography (LC) ...

Nitropeptide Profiling and Identification Illustrated by Angiotensin II

Protein nitration is one of the most important post-translational modifications (PTM) on tyrosine residues and it can be induced by chemical actions of ...

Translating Ribosome Affinity Purification (TRAP) for RNA Isolation from Endothelial Cells In Vivo

Translating Ribosome Affinity Purification TRAP for RNA Isolation from Endothelial Cells In Vivo

Many studies have been limited to using in vitro cellular assays and whole tissues or isolating of specific cell types from animals for in vitro analysis ...

DNA Sequence Recognition by DNA Primase Using High-Throughput Primase Profiling

DNA primase synthesizes short RNA primers that initiate DNA synthesis of Okazaki fragments on the lagging strand by DNA polymerase during DNA replication. ...

Dual DNA Rulers to Study the Mechanism of Ribosome Translocation with Single-Nucleotide Resolution

The ribosome translocation refers to the ribosomal movement on the mRNA by exactly three nucleotides (nt), which is the central step in protein synthesis. ...

High-Resolution Complexome Profiling by Cryoslicing BN-MS Analysis

Proteins generally exert biological functions through interactions with other proteins, either in dynamic protein assemblies or as a part of stably formed ...