Cited by 7Nanopore and Nanochannel Transport StudiesAdvanced Proteomics Techniques and ApplicationsMachine Learning in Bioinformatics

Calling the amino acid sequence of a protein/peptide from the nanospectrum produced by a sub-nanometer diameter pore

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Liu, Xiaowen, Dong, Zhuxin, Timp, Gregory·2022·Scientific Reports

Published version of a preprint

Abstract

The blockade current that develops when a protein translocates across a thin membrane through a sub-nanometer diameter pore informs with extreme sensitivity on the sequence of amino acids that constitute the protein. The current blockade signals measured during the translocation are called a nanospectrum of the protein. Whereas mass spectrometry (MS) is still the dominant technology for protein identification, it suffers limitations. In proteome-wide studies, MS identifies proteins by database search but often fails to provide high protein sequence coverage. It is also not very sensitive requiring about a femtomole for protein identification. Compared with MS, a sub-nanometer diameter pore (i.e. a sub-nanopore) directly reads the amino acids constituting a single protein molecule, but efficient computational tools are still required for processing and interpreting nanospectra. Here, we delineate computational methods for processing sub-nanopore nanospectra and predicting theoretical nanospectra from protein sequences, which are essential for protein identification.

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Authors
Liu, X., Dong, Z., & Timp, G.
Affiliations
  • Tulane University (US)
  • University of Notre Dame (US)
Corresponding author
  • Liu, Xiaowen
  • Timp, Gregory
Venue
Scientific Reports
Published
2022-10-25
Volume
12
Issue
1
Pages
17853-17853
ISSN
2045-2322 (ISSN-L)
OpenAlex
W4307201121
Cited by
7
References
2
Citations by year
2026: 1 · 2025: 1 · 2024: 1 · 2023: 1 · 2022: 3
FWCI
0.44
Type
journal article
Language
en
Open access
Locations
  • Scientific Reports (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • Open Philanthropy Project
  • Keough-Hesburgh Professorship
Topics
  • Physical Sciences › Engineering › Biomedical Engineering › Nanopore and Nanochannel Transport Studies
  • Physical Sciences › Chemistry › Spectroscopy › Advanced Proteomics Techniques and Applications
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Machine Learning in Bioinformatics
Keywords
nanopore sequencing, protein translocation, amino acid sequence determination, protein identification, single-molecule protein sequencing
MeSH terms
Amino Acid Sequence, Amino Acids, Peptides, Proteome, Nanopores

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