Evidence map›Paper›PMID 41851307›Full record

ArticleNature biotechnology2026

Single-molecule peptide sequencing through reverse translation of peptides into DNA.

Liwei Zheng, Yujia Sun, Linus A Hein, Michael Eisenstein, Hyongsok Tom Soh

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In one paragraph

Article in Nature biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Principles ofbioRxiv : the preprint server for biology · 2026
    Article
  2. Article
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

5 authors.

Liwei ZhengDepartment of Radiology, Stanford University, Stanford, CA, USA. lwzheng@stanford.edu.ORCID http://orcid.org/0000-0002-1611-2213
Yujia SunDepartment of Radiology, Stanford University, Stanford, CA, USA.
Linus A HeinDepartment of Electrical Engineering, Stanford University, Stanford, CA, USA.
Michael EisensteinDepartment of Radiology, Stanford University, Stanford, CA, USA.
Hyongsok Tom SohDepartment of Radiology, Stanford University, Stanford, CA, USA. tsoh@stanford.edu.ORCID http://orcid.org/0000-0001-9443-857X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite advances in mass spectrometry and emerging single-molecule approaches, sequencing peptides at the single-molecule level remains a central challenge in proteomics. Here we present a 'reverse translation' strategy that enables single-molecule peptide sequencing with single-amino-acid resolution. In this approach, peptides undergo a modified Edman degradation that iteratively releases N-terminal amino acids tagged with peptide-specific DNA barcodes. Antibody-mediated proximity extension assays identify these barcoded amino acids and generate PCR-amplifiable DNA reporters that record the identity, position and originating peptide of each amino acid. The resulting DNA library is directly read by high-throughput sequencing, converting peptide sequences into digital DNA outputs. Using this approach, we demonstrate true single-molecule peptide sequencing, achieving full sequence coverage in millions of reads and accurate differentiation of both native and post-translationally modified peptides. These results establish a framework that redefines protein sequencing as a DNA sequencing problem and lays the foundation for high-throughput, de novo single-molecule protein sequencing.

Identifiers

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Registered trials

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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.