Literature DB >> 24217917

Prospective identification of parasitic sequences in phage display screens.

Wadim L Matochko1, S Cory Li, Sindy K Y Tang, Ratmir Derda.   

Abstract

Phage display empowered the development of proteins with new function and ligands for clinically relevant targets. In this report, we use next-generation sequencing to analyze phage-displayed libraries and uncover a strong bias induced by amplification preferences of phage in bacteria. This bias favors fast-growing sequences that collectively constitute <0.01% of the available diversity. Specifically, a library of 10(9) random 7-mer peptides (Ph.D.-7) includes a few thousand sequences that grow quickly (the 'parasites'), which are the sequences that are typically identified in phage display screens published to date. A similar collapse was observed in other libraries. Using Illumina and Ion Torrent sequencing and multiple biological replicates of amplification of Ph.D.-7 library, we identified a focused population of 770 'parasites'. In all, 197 sequences from this population have been identified in literature reports that used Ph.D.-7 library. Many of these enriched sequences have confirmed function (e.g. target binding capacity). The bias in the literature, thus, can be viewed as a selection with two different selection pressures: (i) target-binding selection, and (ii) amplification-induced selection. Enrichment of parasitic sequences could be minimized if amplification bias is removed. Here, we demonstrate that emulsion amplification in libraries of ∼ 10(6) diverse clones prevents the biased selection of parasitic clones.

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Year:  2013        PMID: 24217917      PMCID: PMC3919620          DOI: 10.1093/nar/gkt1104

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  69 in total

1.  Convergent solutions to binding at a protein-protein interface.

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Journal:  Science       Date:  2000-02-18       Impact factor: 47.728

Review 2.  The nature of target-unrelated peptides recovered in the screening of phage-displayed random peptide libraries with antibodies.

Authors:  Alfredo Menendez; Jamie K Scott
Journal:  Anal Biochem       Date:  2005-01-15       Impact factor: 3.365

3.  RNA-seq: an assessment of technical reproducibility and comparison with gene expression arrays.

Authors:  John C Marioni; Christopher E Mason; Shrikant M Mane; Matthew Stephens; Yoav Gilad
Journal:  Genome Res       Date:  2008-06-11       Impact factor: 9.043

4.  Preferential binding of peptides to graphene edges and planes.

Authors:  Sang N Kim; Zhifeng Kuang; Joseph M Slocik; Sharon E Jones; Yue Cui; Barry L Farmer; Michael C McAlpine; Rajesh R Naik
Journal:  J Am Chem Soc       Date:  2011-08-29       Impact factor: 15.419

5.  Next-generation phage display: integrating and comparing available molecular tools to enable cost-effective high-throughput analysis.

Authors:  Emmanuel Dias-Neto; Diana N Nunes; Ricardo J Giordano; Jessica Sun; Gregory H Botz; Kuan Yang; João C Setubal; Renata Pasqualini; Wadih Arap
Journal:  PLoS One       Date:  2009-12-17       Impact factor: 3.240

6.  Probability model for molecular recognition in biological receptor repertoires: significance to the olfactory system.

Authors:  D Lancet; E Sadovsky; E Seidemann
Journal:  Proc Natl Acad Sci U S A       Date:  1993-04-15       Impact factor: 11.205

7.  Dense surface functionalization using peptides that recognize differences in organized structures of self-assembling nanomaterials.

Authors:  Toshiki Sawada; Hisakazu Mihara
Journal:  Mol Biosyst       Date:  2012-02-01

8.  Modifying filamentous phage capsid: limits in the size of the major capsid protein.

Authors:  G Iannolo; O Minenkova; R Petruzzelli; G Cesareni
Journal:  J Mol Biol       Date:  1995-05-12       Impact factor: 5.469

9.  Selection of small peptides, inhibitors of translation.

Authors:  Beatriz Llano-Sotelo; Dorota Klepacki; Alexander S Mankin
Journal:  J Mol Biol       Date:  2009-07-02       Impact factor: 5.469

10.  MimoDB: a new repository for mimotope data derived from phage display technology.

Authors:  Beibei Ru; Jian Huang; Ping Dai; Shiyong Li; Zhongkui Xia; Hui Ding; Hao Lin; Fengbiao Guo; Xianlong Wang
Journal:  Molecules       Date:  2010-11-15       Impact factor: 4.411

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  48 in total

1.  In vivo phage display: identification of organ-specific peptides using deep sequencing and differential profiling across tissues.

Authors:  Karlis Pleiko; Kristina Põšnograjeva; Maarja Haugas; Päärn Paiste; Allan Tobi; Kaarel Kurm; Una Riekstina; Tambet Teesalu
Journal:  Nucleic Acids Res       Date:  2021-04-19       Impact factor: 16.971

2.  TUPDB: Target-Unrelated Peptide Data Bank.

Authors:  Bifang He; Shanshan Yang; Jinjin Long; Xue Chen; Qianyue Zhang; Hui Gao; Heng Chen; Jian Huang
Journal:  Interdiscip Sci       Date:  2021-05-16       Impact factor: 2.233

3.  Antibody repertoire profiling with mimotope arrays.

Authors:  Shina Pashova; Christoph Schneider; Stephan von Gunten; Anastas Pashov
Journal:  Hum Vaccin Immunother       Date:  2016-12-08       Impact factor: 3.452

4.  Deep sequencing of phage-displayed peptide libraries reveals sequence motif that detects norovirus.

Authors:  Amy M Hurwitz; Wanzhi Huang; Mary K Estes; Robert L Atmar; Timothy Palzkill
Journal:  Protein Eng Des Sel       Date:  2016-12-28       Impact factor: 1.650

5.  Peptide design by optimization on a data-parameterized protein interaction landscape.

Authors:  Justin M Jenson; Vincent Xue; Lindsey Stretz; Tirtha Mandal; Lothar Luther Reich; Amy E Keating
Journal:  Proc Natl Acad Sci U S A       Date:  2018-10-15       Impact factor: 11.205

6.  Identification of peptide coatings that enhance diffusive transport of nanoparticles through the tumor microenvironment.

Authors:  Rashmi P Mohanty; Xinquan Liu; Jae Y Kim; Xiujuan Peng; Sahil Bhandari; Jasmim Leal; Dhivya Arasappan; Dennis C Wylie; Tony Dong; Debadyuti Ghosh
Journal:  Nanoscale       Date:  2019-10-03       Impact factor: 7.790

7.  Identification of target-binding peptide motifs by high-throughput sequencing of phage-selected peptides.

Authors:  Inmaculada Rentero Rebollo; Michal Sabisz; Vanessa Baeriswyl; Christian Heinis
Journal:  Nucleic Acids Res       Date:  2014-10-27       Impact factor: 16.971

8.  Identification of a RON tyrosine kinase receptor binding peptide using phage display technique and computational modeling of its binding mode.

Authors:  Omid Zarei; Silvia Benvenuti; Fulya Ustun-Alkan; Maryam Hamzeh-Mivehroud; Siavoush Dastmalchi
Journal:  J Mol Model       Date:  2017-08-19       Impact factor: 1.810

9.  Mapping Protein-Protein Interaction Interface Peptides with Jun-Fos Assisted Phage Display and Deep Sequencing.

Authors:  Wanzhi Huang; Victoria Soeung; David M Boragine; Timothy Palzkill
Journal:  ACS Synth Biol       Date:  2020-06-23       Impact factor: 5.110

10.  Peptides as surface coatings of nanoparticles that penetrate human cystic fibrosis sputum and uniformly distribute in vivo following pulmonary delivery.

Authors:  Jasmim Leal; Xiujuan Peng; Xinquan Liu; Dhivya Arasappan; Dennis C Wylie; Sarah H Schwartz; Jason J Fullmer; Bennie C McWilliams; Hugh D C Smyth; Debadyuti Ghosh
Journal:  J Control Release       Date:  2020-03-31       Impact factor: 9.776

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