Evidence map›Paper›PMID 34099939›Full record

ReviewNature methods2021

The emerging landscape of single-molecule protein sequencing technologies.

Javier Antonio Alfaro, Peggy Bohländer, Mingjie Dai, Mike Filius, Cecil J Howard, Xander F van Kooten, Shilo Ohayon, Adam Pomorski, Sonja Schmid, Aleksei Aksimentiev and 33 more

Abstract readReview
In one paragraph

Review in Nature methods, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 168 papers.

0numbers the graph read from it
0cells of the map it votes in
168citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

168 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Proteoforms as the true units of physiological function.European journal of applied physiology · 2026
    Review
  13. Article
  14. Article
  15. Principles ofbioRxiv : the preprint server for biology · 2026
    Article
  16. Article
  17. Review
  18. Threading of Single Protein Molecules Through a Solid-State Nanopore.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  19. Article
  20. Article

108 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

43 authors.

Javier Antonio Alfaro *International Centre for Cancer Vaccine Science, University of Gdańsk, Gdańsk, Poland. javier.alfaro@proteogenomics.ca.ORCID http://orcid.org/0000-0002-5553-6991
Peggy Bohländer *Faculty of Applied Sciences, Delft University of Technology, Delft, the Netherlands.
Mingjie Dai *Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA.ORCID http://orcid.org/0000-0002-8665-4966
Mike Filius *Department of BioNanoScience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, the Netherlands.ORCID http://orcid.org/0000-0002-5434-8358
Cecil J Howard *Department of Chemistry, University of Texas at Austin, Austin, TX, USA.
Xander F van Kooten *Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel.
Shilo Ohayon *Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel.
Adam Pomorski *Department of BioNanoScience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, the Netherlands.ORCID http://orcid.org/0000-0002-0669-3421
Sonja Schmid *NanoDynamicsLab, Laboratory of Biophysics, Wageningen University, Wageningen, the Netherlands.ORCID http://orcid.org/0000-0002-3710-5602
Aleksei AksimentievDepartment of Physics, University of Illinois at Urbana-Champaign, Urbana, IL, USA.ORCID http://orcid.org/0000-0002-6042-8442
Eric V AnslynDepartment of Chemistry, University of Texas at Austin, Austin, TX, USA.ORCID http://orcid.org/0000-0002-5137-8797
Georges BedranInternational Centre for Cancer Vaccine Science, University of Gdańsk, Gdańsk, Poland.
Chan CaoInstitute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.ORCID http://orcid.org/0000-0003-2592-0690
Mauro ChinappiDipartimento di Ingegneria Industriale, Università di Roma Tor Vergata, Rome, Italy.
Etienne CoyaudUniv. Lille, Inserm, CHU Lille, U1192-Protéomique Réponse Inflammatoire Spectrométrie de Masse-PRISM, Lille, France.
Cees DekkerDepartment of BioNanoScience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, the Netherlands.
Gunnar DittmarDepartment of Infection and Immunity, Luxembourg Institute of Health, Strassen, Luxembourg.
Nicholas DrachmanDepartment of Physics, Brown University, Providence, RI, USA.
Rienk EelkemaFaculty of Applied Sciences, Delft University of Technology, Delft, the Netherlands.
David GoodlettInternational Centre for Cancer Vaccine Science, University of Gdańsk, Gdańsk, Poland.
Sébastien HentzUniversité Grenoble Alpes, CEA, LETI, Grenoble, France.ORCID http://orcid.org/0000-0003-0479-9027
Umesh KalathiyaInternational Centre for Cancer Vaccine Science, University of Gdańsk, Gdańsk, Poland.ORCID http://orcid.org/0000-0001-7757-6962
Neil L KelleherDepartments of Chemistry and Molecular Biosciences, and the Feinberg School of Medicine, Northwestern University, Evanston, IL, USA.ORCID http://orcid.org/0000-0002-8815-3372
Ryan T KellyDepartment of Chemistry and Biochemistry, Brigham Young University, Provo, UT, USA.
Zvi KelmanInstitute for Bioscience and Biotechnology Research, National Institute of Standards and Technology, University of Maryland, Rockville, MD, USA.
Sung Hyun KimDepartment of BioNanoScience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, the Netherlands.
Bernhard KusterChair of Proteomics and Bioanalytics, Technische Universität München, Freising, Germany.ORCID http://orcid.org/0000-0002-9094-1677
David Rodriguez-LarreaDepartment of Biochemistry and Molecular Biology, Biofisika Institute (CSIC, UPV/EHU), Leioa, Spain.ORCID http://orcid.org/0000-0002-5580-7413
Stuart LindsayBiodesign Institute, School of Molecular Sciences, Department of Physics, Arizona State University, Tempe, AZ, USA.
Giovanni MagliaGroningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, the Netherlands.ORCID http://orcid.org/0000-0003-2784-0811
Edward M MarcotteDepartment of Molecular Biosciences, Center for Systems and Synthetic Biology, University of Texas at Austin, Austin, TX, USA.
John P MarinoInstitute for Bioscience and Biotechnology Research, National Institute of Standards and Technology, University of Maryland, Rockville, MD, USA.ORCID http://orcid.org/0000-0002-6860-5853
Christophe MasselonUniversité Grenoble Alpes, CEA, Inserm, BGE U1038, Grenoble, France.ORCID http://orcid.org/0000-0003-0117-2480
Michael MayerAdolphe Merkle Institute, University of Fribourg, Fribourg, Switzerland.
Patroklos SamarasChair of Proteomics and Bioanalytics, Technische Universität München, Freising, Germany.ORCID http://orcid.org/0000-0001-6042-1585
Kumar SarthakDepartment of Physics, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
Lusia SepiashviliUniversity of Toronto, Hospital for Sick Children, Toronto, Ontario, Canada.
Derek SteinDepartment of Physics, Brown University, Providence, RI, USA.ORCID http://orcid.org/0000-0001-5917-4986
Meni WanunuDepartment of Physics, Northeastern University, Boston, MA, USA.
Mathias WilhelmChair of Proteomics and Bioanalytics, Technische Universität München, Freising, Germany.ORCID http://orcid.org/0000-0002-9224-3258
Peng YinWyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA.ORCID http://orcid.org/0000-0002-2769-6357
Amit Meller *Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel. ameller@technion.ac.il.ORCID http://orcid.org/0000-0001-7082-0985
Chirlmin Joo *Department of BioNanoScience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, the Netherlands. c.joo@tudelft.nl.ORCID http://orcid.org/0000-0003-2803-0335

Funding

TR&D 7: Cell Specific ProteomicsP41GM108569 · NIGMS · NORTHWESTERN UNIVERSITY · PI KELLEHER, NEIL L · 2015 to 2024
$13.6M
High-throughput single-molecule protein identification via super-resolution imagingDP1GM133052 · NIGMS · HARVARD UNIVERSITY · PI YIN, PENG · 2018 to 2022
$6.6M
Proteomics and model organism humanization to decode human geneticsR35GM122480 · NIGMS · UNIVERSITY OF TEXAS AT AUSTIN · PI EDWARD M MARCOTTE · 2017 to 2026
$5.4M
Super-resolution imaging via programmable autonomous blinkingR01EB018659 · NIBIB · HARVARD MEDICAL SCHOOL · PI YIN, PENG · 2013 to 2017
$3.3M
Single-cell direct RNA sequencing using electrical zero-mode waveguides and engineered reverse transcriptasesR01HG011087 · NHGRI · NORTHEASTERN UNIVERSITY · PI WANUNU, MENI · 2020 to 2023
$3.0M
Engineering Bioimaging Probes Based on Triggered Molecular GeometryDP2OD007292 · OD · HARVARD MEDICAL SCHOOL · PI YIN, PENG · 2010 to 2010
$2.5M
Direct picogram DNA and RNA sequencing using nanopore Zero-mode waveguidesR01HG009186 · NHGRI · NORTHEASTERN UNIVERSITY · PI WANUNU, MENI · 2016 to 2019
$2.3M
Fully automated and ultra-high-throughput platform for in-depth single-cell proteomicsR01GM138931 · NIGMS · BRIGHAM YOUNG UNIVERSITY · PI KELLY, RYAN T · 2020 to 2023
$1.6M
Renewable and Specific Affinity Reagents for Mapping Proteoforms in Human TissuesUH3CA246635 · NCI · NORTHWESTERN UNIVERSITY · PI KELLEHER, NEIL L · 2019 to 2021
$1.4M
Mapping the blood cell protein complexosomeR01DK110520 · NIDDK · UNIVERSITY OF TEXAS AT AUSTIN · PI EMILI, ANDREW, MARCOTTE, EDWARD M · 2016 to 2018
$727k
NCI NIH HHS UH3 CA246635NHGRI NIH HHS R01 HG009186NHGRI NIH HHS R01 HG011087NIBIB NIH HHS R01 EB018659NIDDK NIH HHS R01 DK110520NIGMS NIH HHS DP1 GM133052NIGMS NIH HHS P41 GM108569NIGMS NIH HHS R01 GM138931NIGMS NIH HHS R35 GM122480NIH HHS DP2 OD007292
6 · The paper itself

Abstract

Single-cell profiling methods have had a profound impact on the understanding of cellular heterogeneity. While genomes and transcriptomes can be explored at the single-cell level, single-cell profiling of proteomes is not yet established. Here we describe new single-molecule protein sequencing and identification technologies alongside innovations in mass spectrometry that will eventually enable broad sequence coverage in single-cell profiling. These technologies will in turn facilitate biological discovery and open new avenues for ultrasensitive disease diagnostics.

Indexed as

Mass SpectrometryNanotechnologyProteinsProteomicsSequence Analysis, ProteinSequence Analysis, RNASingle-Cell AnalysisSingle Molecule ImagingProteins

Identifiers

PMID34099939
PMCPMC8223677

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.