Evidence map›Paper›PMID 42370264›Full record

ArticleResearch square2026

High-Rate Fingerprinting of Protein Isoforms by Quasi-regulated Enzyme-free Transport Through CytK Nanopores.

Amr Makhamreh, Ali Fallahi, Rik Dhar, Monika Kumari, Siddharth Krishnan, Michele Meseonznik, Luning Yu, Dinara Boyko, Keira Reich-Veillette, Yuhaohua Zheng and 3 more

Abstract readPreprint
In one paragraph

Article in Research square, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Amr MakhamrehDept. of Bioengineering, Northeastern University, Boston, MA.ORCID 0000-0002-4615-5820
Ali FallahiDept. of Bioengineering, Northeastern University, Boston, MA.ORCID 0000-0002-6854-6961
Rik DharDept. of Physics, Northeastern University, Boston, MA.ORCID 0000-0002-9155-0803
Monika KumariDept. of Physics, University of Illinois at Urbana-Champaign, Urbana, IL.ORCID 0000-0003-0398-1169
Siddharth KrishnanDept. of Physics, University of Illinois at Urbana-Champaign, Urbana, IL.
Michele MeseonznikDept. of Bioengineering, Northeastern University, Boston, MA.
Luning YuDept. of Physics, Northeastern University, Boston, MA.
Dinara BoykoDept. of Physics, Northeastern University, Boston, MA.
Keira Reich-VeilletteDept. of Bioengineering, Northeastern University, Boston, MA.
Yuhaohua ZhengDept. of Physics, Northeastern University, Boston, MA.ORCID 0009-0007-3956-6959
Elizabeth A LibbyDept. of Bioengineering, Northeastern University, Boston, MA.ORCID 0000-0003-2374-1015
Aleksei AksimentievDept. of Physics, University of Illinois at Urbana-Champaign, Urbana, IL.ORCID 0000-0002-6042-8442
Meni WanunuDept. of Bioengineering, Northeastern University, Boston, MA.ORCID 0000-0002-9837-0004

Funding

Asymmetric Single-Chain MspA nanopores for electroosmotic stretching and sequencing proteinsR01HG012553 · NHGRI · NORTHEASTERN UNIVERSITY · PI AKSIMENTIEV, ALEKSEI, CHEN, MIN · 2023 to 2023
$2.0M
NHGRI NIH HHS R01 HG012553
6 · The paper itself

Abstract

Nanopores are compelling tools for ultrafast single-molecule protein analysis. Recent investigations into both enzyme-free and enzyme-regulated transport mechanisms suggest that the faster kinetics of enzyme-free transport enable higher throughput, albeit requiring speed control for accurate protein characterization. Here we investigate the signals obtained from chemically unfolded proteins when transported through wild-type cytotoxin K (CytK) in an enzyme-free manner. We designed, expressed, and measured synthetic block isoforms derived from maltose-binding protein that contain repeat sub-sequences as benchmark molecules. Surprisingly, reverse capture of proteins (i.e., from the β-barrel side) proceeds with ~2.5 orders of magnitude higher rate than forward capture, allowing high-rate protein fingerprinting at sub-nM concentrations. We utilize high-voltage reverse capture for rapid analysis of the block isoforms, and found that the ionic current signal shapes, arising from stochastic movements with 4-7 amino-acid-long steps, reproducibly follow the number and order of sequence repeats. We corroborate our results with ionic current signatures obtained from molecular dynamics simulations, exhibiting matching signature shapes. Lastly, we demonstrate an example life-science research use case through rapid nanopore quantification of leaky and overexpressed proteins that contain short electrophoretic tags directly from crude bacterial lysate in under 30 minutes, which allows for rapid and selective quantification of full-length protein expression levels.

Identifiers

PMID42370264
PMCPMC13308401

What Socratic holds

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LicenceCC BY
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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 Socratic graph.