• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于新一代测序技术的商业噬菌体展示肽库组成偏倚分析。

Analysis of Compositional Bias in a Commercial Phage Display Peptide Library by Next-Generation Sequencing.

机构信息

Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital-Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark.

Nano-Science Center, Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100 Copenhagen, Denmark.

出版信息

Viruses. 2022 Oct 29;14(11):2402. doi: 10.3390/v14112402.

DOI:10.3390/v14112402
PMID:36366500
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9697088/
Abstract

The principal presumption of phage display biopanning is that the naïve library contains an unbiased repertoire of peptides, and thus, the enriched variants derive from the affinity selection of an entirely random peptide pool. In the current study, we utilized deep sequencing to characterize the widely used Ph.DTM-12 phage display peptide library (New England Biolabs). The next-generation sequencing (NGS) data indicated the presence of stop codons and a high abundance of wild-type clones in the naïve library, which collectively result in a reduced effective size of the library. The analysis of the DNA sequence logo and global and position-specific frequency of amino acids demonstrated significant bias in the nucleotide and amino acid composition of the library inserts. Principal component analysis (PCA) uncovered the existence of four distinct clusters in the naïve library and the investigation of peptide frequency distribution revealed a broad range of unequal abundances for peptides. Taken together, our data provide strong evidence for the notion that the naïve library represents substantial departures from randomness at the nucleotide, amino acid, and peptide levels, though not undergoing any selective pressure for target binding. This non-uniform sequence representation arises from both the M13 phage biology and technical errors of the library construction. Our findings highlight the paramount importance of the qualitative assessment of the naïve phage display libraries prior to biopanning.

摘要

噬菌体展示生物淘选的主要假设是,原始文库包含了一个无偏倚的肽库,因此,富集的变体来源于对完全随机肽库的亲和选择。在本研究中,我们利用深度测序来描述广泛使用的 Ph.DTM-12 噬菌体展示肽文库(New England Biolabs)。下一代测序(NGS)数据表明,原始文库中存在终止密码子和大量野生型克隆,这共同导致文库的有效大小减小。对 DNA 序列标志和文库插入物中核苷酸和氨基酸的全局和位置特异性频率的分析表明,文库插入物的核苷酸和氨基酸组成存在显著的偏倚。主成分分析(PCA)揭示了原始文库中存在四个不同的簇,对肽频率分布的研究表明,肽的丰度存在广泛的不均匀性。总之,我们的数据为以下观点提供了强有力的证据,即原始文库在核苷酸、氨基酸和肽水平上都存在显著偏离随机性的情况,尽管没有针对靶标结合进行任何选择压力。这种非均匀的序列表示既来自 M13 噬菌体生物学,也来自文库构建的技术误差。我们的研究结果强调了在进行生物淘选之前,对原始噬菌体展示文库进行定性评估的至关重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/dd815d2f521c/viruses-14-02402-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/c76e7997afe9/viruses-14-02402-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/363ab6eef998/viruses-14-02402-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/e453cc64fc35/viruses-14-02402-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/9be2f0a7c2c9/viruses-14-02402-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/d27584706161/viruses-14-02402-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/dd815d2f521c/viruses-14-02402-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/c76e7997afe9/viruses-14-02402-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/363ab6eef998/viruses-14-02402-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/e453cc64fc35/viruses-14-02402-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/9be2f0a7c2c9/viruses-14-02402-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/d27584706161/viruses-14-02402-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5149/9697088/dd815d2f521c/viruses-14-02402-g006.jpg

相似文献

1
Analysis of Compositional Bias in a Commercial Phage Display Peptide Library by Next-Generation Sequencing.基于新一代测序技术的商业噬菌体展示肽库组成偏倚分析。
Viruses. 2022 Oct 29;14(11):2402. doi: 10.3390/v14112402.
2
Propagation Capacity of Phage Display Peptide Libraries Is Affected by the Length and Conformation of Displayed Peptide.噬菌体展示肽库的扩增容量受展示肽的长度和构象的影响。
Molecules. 2023 Jul 10;28(14):5318. doi: 10.3390/molecules28145318.
3
Using NGS to Uncover the Corruption of a Peptide Phage Display Selection.利用二代测序技术揭示肽噬菌体展示筛选中的异常情况。
Curr Issues Mol Biol. 2024 Sep 21;46(9):10590-10605. doi: 10.3390/cimb46090627.
4
Depth of Sequencing Plays a Determining Role in the Characterization of Phage Display Peptide Libraries by NGS.测序深度在通过 NGS 对噬菌体展示肽文库进行特征分析中起着决定性作用。
Int J Mol Sci. 2023 Mar 11;24(6):5396. doi: 10.3390/ijms24065396.
5
Phage display peptide libraries: deviations from randomness and correctives.噬菌体展示肽文库:偏离随机性及其纠正。
Nucleic Acids Res. 2018 May 18;46(9):e52. doi: 10.1093/nar/gky077.
6
Phage display screening without repetitious selection rounds.无重复筛选轮次的噬菌体展示筛选。
Anal Biochem. 2012 Feb 15;421(2):622-31. doi: 10.1016/j.ab.2011.11.005. Epub 2011 Nov 13.
7
A White Plaque, Associated with Genomic Deletion, Derived from M13KE-Based Peptide Library Is Enriched in a Target-Unrelated Manner during Phage Display Biopanning Due to Propagation Advantage.一个白色斑块,与基因组缺失相关,源于基于 M13KE 的肽文库,在噬菌体展示生物淘选过程中由于增殖优势以与靶标无关的方式富集。
Int J Mol Sci. 2022 Mar 18;23(6):3308. doi: 10.3390/ijms23063308.
8
Application of Next Generation Sequencing (NGS) in Phage Displayed Peptide Selection to Support the Identification of Arsenic-Binding Motifs.下一代测序(NGS)在噬菌体展示肽选择中的应用,支持砷结合基序的鉴定。
Viruses. 2020 Nov 27;12(12):1360. doi: 10.3390/v12121360.
9
Deep sequencing analysis of phage libraries using Illumina platform.利用 Illumina 平台进行噬菌体文库的深度测序分析。
Methods. 2012 Sep;58(1):47-55. doi: 10.1016/j.ymeth.2012.07.006. Epub 2012 Jul 20.
10
Selection of target-binding proteins from the information of weakly enriched phage display libraries by deep sequencing and machine learning.通过深度测序和机器学习从弱富集噬菌体展示文库信息中选择靶结合蛋白。
MAbs. 2023 Jan-Dec;15(1):2168470. doi: 10.1080/19420862.2023.2168470.

引用本文的文献

1
A Beautiful Bind: Phage Display and the Search for Cell-Selective Peptides.一个美妙的困境:噬菌体展示与细胞选择性肽的探索
Viruses. 2025 Jul 12;17(7):975. doi: 10.3390/v17070975.
2
On the origin of non-specific binders isolated in the selection of phage display peptide libraries.关于在噬菌体展示肽库筛选中分离出的非特异性结合剂的起源
Front Microbiol. 2025 Jun 4;16:1571679. doi: 10.3389/fmicb.2025.1571679. eCollection 2025.
3
Application of phage surface display for the identification of Eu-binding peptides.噬菌体表面展示技术在铕结合肽鉴定中的应用。

本文引用的文献

1
A White Plaque, Associated with Genomic Deletion, Derived from M13KE-Based Peptide Library Is Enriched in a Target-Unrelated Manner during Phage Display Biopanning Due to Propagation Advantage.一个白色斑块,与基因组缺失相关,源于基于 M13KE 的肽文库,在噬菌体展示生物淘选过程中由于增殖优势以与靶标无关的方式富集。
Int J Mol Sci. 2022 Mar 18;23(6):3308. doi: 10.3390/ijms23063308.
2
Generation of a Large Peptide Phage Display Library by Self-Ligation of Whole-Plasmid PCR Product.通过全质粒 PCR 产物的自身连接生成大型肽噬菌体展示文库。
ACS Chem Biol. 2020 Nov 20;15(11):2907-2915. doi: 10.1021/acschembio.0c00497. Epub 2020 Oct 30.
3
Front Bioeng Biotechnol. 2025 Feb 20;13:1508018. doi: 10.3389/fbioe.2025.1508018. eCollection 2025.
4
A comparative analysis of sequence composition in different lots of a phage display peptide library during amplification.噬菌体展示肽库不同批次在扩增过程中序列组成的比较分析。
Virol J. 2025 Feb 1;22(1):24. doi: 10.1186/s12985-024-02600-x.
5
Phage libraries screening on P53: Yield improvement by zinc and a new parasites-integrating analysis.基于 P53 的噬菌体文库筛选:锌的产量提高和一种新的寄生虫整合分析。
PLoS One. 2024 Oct 3;19(10):e0297338. doi: 10.1371/journal.pone.0297338. eCollection 2024.
6
Development of a new affinity maturation protocol for the construction of an internalizing anti-nucleolin antibody library.开发一种新的亲和力成熟方案,用于构建可内化抗核仁素抗体文库。
Sci Rep. 2024 May 8;14(1):10608. doi: 10.1038/s41598-024-61230-z.
7
Improving Pharmacokinetics of Peptides Using Phage Display.利用噬菌体展示技术改善肽的药代动力学
Viruses. 2024 Apr 7;16(4):570. doi: 10.3390/v16040570.
8
Propagation Capacity of Phage Display Peptide Libraries Is Affected by the Length and Conformation of Displayed Peptide.噬菌体展示肽库的扩增容量受展示肽的长度和构象的影响。
Molecules. 2023 Jul 10;28(14):5318. doi: 10.3390/molecules28145318.
9
Engineered M13 phage as a novel therapeutic bionanomaterial for clinical applications: From tissue regeneration to cancer therapy.工程化M13噬菌体作为一种用于临床应用的新型治疗性生物纳米材料:从组织再生到癌症治疗。
Mater Today Bio. 2023 Mar 24;20:100612. doi: 10.1016/j.mtbio.2023.100612. eCollection 2023 Jun.
10
Depth of Sequencing Plays a Determining Role in the Characterization of Phage Display Peptide Libraries by NGS.测序深度在通过 NGS 对噬菌体展示肽文库进行特征分析中起着决定性作用。
Int J Mol Sci. 2023 Mar 11;24(6):5396. doi: 10.3390/ijms24065396.
SignalP 5.0 improves signal peptide predictions using deep neural networks.
SignalP 5.0 使用深度神经网络改进了信号肽预测。
Nat Biotechnol. 2019 Apr;37(4):420-423. doi: 10.1038/s41587-019-0036-z. Epub 2019 Feb 18.
4
Selection and identification of novel peptides specifically targeting human cervical cancer.新型人宫颈癌靶向肽的筛选与鉴定。
Amino Acids. 2018 May;50(5):577-592. doi: 10.1007/s00726-018-2539-1. Epub 2018 Feb 12.
5
Phage display peptide libraries: deviations from randomness and correctives.噬菌体展示肽文库:偏离随机性及其纠正。
Nucleic Acids Res. 2018 May 18;46(9):e52. doi: 10.1093/nar/gky077.
6
A novel peptide specifically binding to VEGF receptor suppresses angiogenesis and .一种新型的特异性结合 VEGF 受体的肽抑制血管生成和 。
Signal Transduct Target Ther. 2017 May 12;2:17010. doi: 10.1038/sigtrans.2017.10. eCollection 2017.
7
Biased selection of propagation-related TUPs from phage display peptide libraries.从噬菌体展示肽库中对与增殖相关的肿瘤上调蛋白进行有偏选择。
Amino Acids. 2017 Aug;49(8):1293-1308. doi: 10.1007/s00726-017-2452-z. Epub 2017 Jun 29.
8
Aptamer Selection Technology and Recent Advances.适配体筛选技术及最新进展
Mol Ther Nucleic Acids. 2015;4(1):e223. doi: 10.1038/mtna.2014.74. Epub 2016 Dec 6.
9
BDB: biopanning data bank.BDB:生物淘选数据库。
Nucleic Acids Res. 2016 Jan 4;44(D1):D1127-32. doi: 10.1093/nar/gkv1100. Epub 2015 Oct 25.
10
Intra-domain phage display (ID-PhD) of peptides and protein mini-domains censored from canonical pIII phage display.源自经典pIII噬菌体展示的肽和蛋白质微结构域的域内噬菌体展示(ID-PhD)。
Front Microbiol. 2015 Apr 28;6:340. doi: 10.3389/fmicb.2015.00340. eCollection 2015.