PuLSE: Quality control and quantification of peptide sequences explored by phage display libraries

The design of highly diverse phage display libraries is based on assumption that DNA bases are incorporated at similar rates within the randomized sequence. As library complexity increases and expected copy numbers of unique sequences decrease, the exploration of library space becomes sparser and th...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:PloS one 2018-02, Vol.13 (2), p.e0193332
Hauptverfasser: Shave, Steven, Mann, Stefan, Koszela, Joanna, Kerr, Alastair, Auer, Manfred
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 2
container_start_page e0193332
container_title PloS one
container_volume 13
creator Shave, Steven
Mann, Stefan
Koszela, Joanna
Kerr, Alastair
Auer, Manfred
description The design of highly diverse phage display libraries is based on assumption that DNA bases are incorporated at similar rates within the randomized sequence. As library complexity increases and expected copy numbers of unique sequences decrease, the exploration of library space becomes sparser and the presence of truly random sequences becomes critical. We present the program PuLSE (Phage Library Sequence Evaluation) as a tool for assessing randomness and therefore diversity of phage display libraries. PuLSE runs on a collection of sequence reads in the fastq file format and generates tables profiling the library in terms of unique DNA sequence counts and positions, translated peptide sequences, and normalized 'expected' occurrences from base to residue codon frequencies. The output allows at-a-glance quantitative quality control of a phage library in terms of sequence coverage both at the DNA base and translated protein residue level, which has been missing from toolsets and literature. The open source program PuLSE is available in two formats, a C++ source code package for compilation and integration into existing bioinformatics pipelines and precompiled binaries for ease of use.
doi_str_mv 10.1371/journal.pone.0193332
format Article
fullrecord <record><control><sourceid>gale_plos_</sourceid><recordid>TN_cdi_plos_journals_2007690865</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A528663587</galeid><doaj_id>oai_doaj_org_article_0d8e23758ae34a45ac93443e39805a58</doaj_id><sourcerecordid>A528663587</sourcerecordid><originalsourceid>FETCH-LOGICAL-c692t-69295647a7759b3eae558d7fa17fd9459135ff587dd97cd6cef6f778a5a1f08d3</originalsourceid><addsrcrecordid>eNqNk1Fv0zAQxyMEYmPwDRBEQkLw0OLEcWzzgDRNAypVGjDg1brG59aTG2d2gtZvj7tmU4v2gCIllvO7_9n_u8uylwWZFpQXH678EFpw0863OCWFpJSWj7LjtCgndUno4731UfYsxitCGBV1_TQ7KmXFq6osj7PFt2F-ef4x_z6As_0mb3zbB-9yaHV-PUDbW2Mb6K1vc2_yDrveaswjXg_YNhhzvOmcD6jzxSbvVrDEXNvYOdjkzi4CBIvxefbEgIv4YvyeZL8-n_88-zqZX3yZnZ3OJ00ty36SXpLVFQfOmVxQBGRMaG6g4EbLismCMmOY4FpL3ui6QVMbzgUwKAwRmp5kr3e66URRjfZEVRLCa0lEzRIx2xHaw5Xqgl1D2CgPVt1u-LBUEHrbOFRECywpZwKQVlAxaCStKopUCsKAiaT1acw2LNaoG0y-gTsQPfzT2pVa-j-KiZIRwZPAu1Eg-ORm7NXaxgadgxb9sDu3FJwTmdA3_6AP326klpAuYFvjU95mK6pOWZkKT9lt2ukDVHo0rm2qPhqb9g8C3h8EbDsEb_olDDGq2eWP_2cvfh-yb_fYFYLrV9G7Ydtr8RCsdmATfIwBzb3JBVHbUbhzQ21HQY2jkMJe7RfoPuiu9-lfoqkD5g</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2007690865</pqid></control><display><type>article</type><title>PuLSE: Quality control and quantification of peptide sequences explored by phage display libraries</title><source>MEDLINE</source><source>DOAJ Directory of Open Access Journals</source><source>Public Library of Science (PLoS) Journals Open Access</source><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><source>Free Full-Text Journals in Chemistry</source><creator>Shave, Steven ; Mann, Stefan ; Koszela, Joanna ; Kerr, Alastair ; Auer, Manfred</creator><contributor>Dias-Neto, Emmanuel</contributor><creatorcontrib>Shave, Steven ; Mann, Stefan ; Koszela, Joanna ; Kerr, Alastair ; Auer, Manfred ; Dias-Neto, Emmanuel</creatorcontrib><description>The design of highly diverse phage display libraries is based on assumption that DNA bases are incorporated at similar rates within the randomized sequence. As library complexity increases and expected copy numbers of unique sequences decrease, the exploration of library space becomes sparser and the presence of truly random sequences becomes critical. We present the program PuLSE (Phage Library Sequence Evaluation) as a tool for assessing randomness and therefore diversity of phage display libraries. PuLSE runs on a collection of sequence reads in the fastq file format and generates tables profiling the library in terms of unique DNA sequence counts and positions, translated peptide sequences, and normalized 'expected' occurrences from base to residue codon frequencies. The output allows at-a-glance quantitative quality control of a phage library in terms of sequence coverage both at the DNA base and translated protein residue level, which has been missing from toolsets and literature. The open source program PuLSE is available in two formats, a C++ source code package for compilation and integration into existing bioinformatics pipelines and precompiled binaries for ease of use.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0193332</identifier><identifier>PMID: 29474422</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Algorithms ; Automation ; Bacteriophages ; Binding sites ; Bioinformatics ; Biological products ; Biology and Life Sciences ; Computational Biology ; Deoxyribonucleic acid ; Displays ; DNA ; Escherichia coli ; Gene sequencing ; Genomic libraries ; Immunoglobulins ; Immunology ; Libraries ; Medical schools ; Medical screening ; Molecular biology ; Nucleotide sequence ; Oligonucleotides - genetics ; Oligonucleotides - metabolism ; Peptide Library ; Peptides ; Phage display ; Phages ; Physiological aspects ; Proteins ; Quality control ; Research and Analysis Methods ; Software</subject><ispartof>PloS one, 2018-02, Vol.13 (2), p.e0193332</ispartof><rights>COPYRIGHT 2018 Public Library of Science</rights><rights>2018 Shave et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2018 Shave et al 2018 Shave et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-69295647a7759b3eae558d7fa17fd9459135ff587dd97cd6cef6f778a5a1f08d3</citedby><cites>FETCH-LOGICAL-c692t-69295647a7759b3eae558d7fa17fd9459135ff587dd97cd6cef6f778a5a1f08d3</cites><orcidid>0000-0001-8920-3522</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5825087/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5825087/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2095,2914,23846,27903,27904,53770,53772,79347,79348</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29474422$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Dias-Neto, Emmanuel</contributor><creatorcontrib>Shave, Steven</creatorcontrib><creatorcontrib>Mann, Stefan</creatorcontrib><creatorcontrib>Koszela, Joanna</creatorcontrib><creatorcontrib>Kerr, Alastair</creatorcontrib><creatorcontrib>Auer, Manfred</creatorcontrib><title>PuLSE: Quality control and quantification of peptide sequences explored by phage display libraries</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>The design of highly diverse phage display libraries is based on assumption that DNA bases are incorporated at similar rates within the randomized sequence. As library complexity increases and expected copy numbers of unique sequences decrease, the exploration of library space becomes sparser and the presence of truly random sequences becomes critical. We present the program PuLSE (Phage Library Sequence Evaluation) as a tool for assessing randomness and therefore diversity of phage display libraries. PuLSE runs on a collection of sequence reads in the fastq file format and generates tables profiling the library in terms of unique DNA sequence counts and positions, translated peptide sequences, and normalized 'expected' occurrences from base to residue codon frequencies. The output allows at-a-glance quantitative quality control of a phage library in terms of sequence coverage both at the DNA base and translated protein residue level, which has been missing from toolsets and literature. The open source program PuLSE is available in two formats, a C++ source code package for compilation and integration into existing bioinformatics pipelines and precompiled binaries for ease of use.</description><subject>Algorithms</subject><subject>Automation</subject><subject>Bacteriophages</subject><subject>Binding sites</subject><subject>Bioinformatics</subject><subject>Biological products</subject><subject>Biology and Life Sciences</subject><subject>Computational Biology</subject><subject>Deoxyribonucleic acid</subject><subject>Displays</subject><subject>DNA</subject><subject>Escherichia coli</subject><subject>Gene sequencing</subject><subject>Genomic libraries</subject><subject>Immunoglobulins</subject><subject>Immunology</subject><subject>Libraries</subject><subject>Medical schools</subject><subject>Medical screening</subject><subject>Molecular biology</subject><subject>Nucleotide sequence</subject><subject>Oligonucleotides - genetics</subject><subject>Oligonucleotides - metabolism</subject><subject>Peptide Library</subject><subject>Peptides</subject><subject>Phage display</subject><subject>Phages</subject><subject>Physiological aspects</subject><subject>Proteins</subject><subject>Quality control</subject><subject>Research and Analysis Methods</subject><subject>Software</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqNk1Fv0zAQxyMEYmPwDRBEQkLw0OLEcWzzgDRNAypVGjDg1brG59aTG2d2gtZvj7tmU4v2gCIllvO7_9n_u8uylwWZFpQXH678EFpw0863OCWFpJSWj7LjtCgndUno4731UfYsxitCGBV1_TQ7KmXFq6osj7PFt2F-ef4x_z6As_0mb3zbB-9yaHV-PUDbW2Mb6K1vc2_yDrveaswjXg_YNhhzvOmcD6jzxSbvVrDEXNvYOdjkzi4CBIvxefbEgIv4YvyeZL8-n_88-zqZX3yZnZ3OJ00ty36SXpLVFQfOmVxQBGRMaG6g4EbLismCMmOY4FpL3ui6QVMbzgUwKAwRmp5kr3e66URRjfZEVRLCa0lEzRIx2xHaw5Xqgl1D2CgPVt1u-LBUEHrbOFRECywpZwKQVlAxaCStKopUCsKAiaT1acw2LNaoG0y-gTsQPfzT2pVa-j-KiZIRwZPAu1Eg-ORm7NXaxgadgxb9sDu3FJwTmdA3_6AP326klpAuYFvjU95mK6pOWZkKT9lt2ukDVHo0rm2qPhqb9g8C3h8EbDsEb_olDDGq2eWP_2cvfh-yb_fYFYLrV9G7Ydtr8RCsdmATfIwBzb3JBVHbUbhzQ21HQY2jkMJe7RfoPuiu9-lfoqkD5g</recordid><startdate>20180223</startdate><enddate>20180223</enddate><creator>Shave, Steven</creator><creator>Mann, Stefan</creator><creator>Koszela, Joanna</creator><creator>Kerr, Alastair</creator><creator>Auer, Manfred</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-8920-3522</orcidid></search><sort><creationdate>20180223</creationdate><title>PuLSE: Quality control and quantification of peptide sequences explored by phage display libraries</title><author>Shave, Steven ; Mann, Stefan ; Koszela, Joanna ; Kerr, Alastair ; Auer, Manfred</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-69295647a7759b3eae558d7fa17fd9459135ff587dd97cd6cef6f778a5a1f08d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Algorithms</topic><topic>Automation</topic><topic>Bacteriophages</topic><topic>Binding sites</topic><topic>Bioinformatics</topic><topic>Biological products</topic><topic>Biology and Life Sciences</topic><topic>Computational Biology</topic><topic>Deoxyribonucleic acid</topic><topic>Displays</topic><topic>DNA</topic><topic>Escherichia coli</topic><topic>Gene sequencing</topic><topic>Genomic libraries</topic><topic>Immunoglobulins</topic><topic>Immunology</topic><topic>Libraries</topic><topic>Medical schools</topic><topic>Medical screening</topic><topic>Molecular biology</topic><topic>Nucleotide sequence</topic><topic>Oligonucleotides - genetics</topic><topic>Oligonucleotides - metabolism</topic><topic>Peptide Library</topic><topic>Peptides</topic><topic>Phage display</topic><topic>Phages</topic><topic>Physiological aspects</topic><topic>Proteins</topic><topic>Quality control</topic><topic>Research and Analysis Methods</topic><topic>Software</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shave, Steven</creatorcontrib><creatorcontrib>Mann, Stefan</creatorcontrib><creatorcontrib>Koszela, Joanna</creatorcontrib><creatorcontrib>Kerr, Alastair</creatorcontrib><creatorcontrib>Auer, Manfred</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Proquest Nursing &amp; Allied Health Source</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological &amp; Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing &amp; Allied Health Database (Alumni Edition)</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shave, Steven</au><au>Mann, Stefan</au><au>Koszela, Joanna</au><au>Kerr, Alastair</au><au>Auer, Manfred</au><au>Dias-Neto, Emmanuel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>PuLSE: Quality control and quantification of peptide sequences explored by phage display libraries</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2018-02-23</date><risdate>2018</risdate><volume>13</volume><issue>2</issue><spage>e0193332</spage><pages>e0193332-</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>The design of highly diverse phage display libraries is based on assumption that DNA bases are incorporated at similar rates within the randomized sequence. As library complexity increases and expected copy numbers of unique sequences decrease, the exploration of library space becomes sparser and the presence of truly random sequences becomes critical. We present the program PuLSE (Phage Library Sequence Evaluation) as a tool for assessing randomness and therefore diversity of phage display libraries. PuLSE runs on a collection of sequence reads in the fastq file format and generates tables profiling the library in terms of unique DNA sequence counts and positions, translated peptide sequences, and normalized 'expected' occurrences from base to residue codon frequencies. The output allows at-a-glance quantitative quality control of a phage library in terms of sequence coverage both at the DNA base and translated protein residue level, which has been missing from toolsets and literature. The open source program PuLSE is available in two formats, a C++ source code package for compilation and integration into existing bioinformatics pipelines and precompiled binaries for ease of use.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>29474422</pmid><doi>10.1371/journal.pone.0193332</doi><tpages>e0193332</tpages><orcidid>https://orcid.org/0000-0001-8920-3522</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1932-6203
ispartof PloS one, 2018-02, Vol.13 (2), p.e0193332
issn 1932-6203
1932-6203
language eng
recordid cdi_plos_journals_2007690865
source MEDLINE; DOAJ Directory of Open Access Journals; Public Library of Science (PLoS) Journals Open Access; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry
subjects Algorithms
Automation
Bacteriophages
Binding sites
Bioinformatics
Biological products
Biology and Life Sciences
Computational Biology
Deoxyribonucleic acid
Displays
DNA
Escherichia coli
Gene sequencing
Genomic libraries
Immunoglobulins
Immunology
Libraries
Medical schools
Medical screening
Molecular biology
Nucleotide sequence
Oligonucleotides - genetics
Oligonucleotides - metabolism
Peptide Library
Peptides
Phage display
Phages
Physiological aspects
Proteins
Quality control
Research and Analysis Methods
Software
title PuLSE: Quality control and quantification of peptide sequences explored by phage display libraries
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-22T14%3A02%3A56IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=PuLSE:%20Quality%20control%20and%20quantification%20of%20peptide%20sequences%20explored%20by%20phage%20display%20libraries&rft.jtitle=PloS%20one&rft.au=Shave,%20Steven&rft.date=2018-02-23&rft.volume=13&rft.issue=2&rft.spage=e0193332&rft.pages=e0193332-&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0193332&rft_dat=%3Cgale_plos_%3EA528663587%3C/gale_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2007690865&rft_id=info:pmid/29474422&rft_galeid=A528663587&rft_doaj_id=oai_doaj_org_article_0d8e23758ae34a45ac93443e39805a58&rfr_iscdi=true