Evidence map›Paper›PMID 40538199›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Label-Free Single-Molecule Immunoassay.

Xiaoyan Zhou, Chao Chen, Shuang Zhou, Guangzhong Ma, Mohammad Javad H N Chemerkouh, Christine L H Snozek, Eric H Yang, Jiapei Jiang, Brandyn Braswell, Zijian Wan and 2 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Label-Free Single-Molecule Immunoassay.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    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

12 authors.

Xiaoyan ZhouCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.
Chao ChenCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.
Shuang ZhouSchool of Mathematical and Statistical Sciences, Arizona State University, Tempe, AZ, 85287, USA.
Guangzhong MaCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.
Mohammad Javad H N ChemerkouhCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.
Christine L H SnozekDepartment of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Phoenix, AZ, 85054, USA.
Eric H YangDepartment of Cardiovascular Disease, Mayo Clinic Arizona, Phoenix, AZ, 85054, USA.
Jiapei JiangCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.
Brandyn BraswellCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.
Zijian WanCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.
Xinyu ZhouCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.
Shaopeng WangCenter for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, AZ, 85287, USA.ORCID https://orcid.org/0000-0002-2680-0503

Funding

Optical imaging of size, charge, mobility and binding of single proteinsR01GM140193 · NIGMS · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI WANG, SHAOPENG · 2022 to 2025
$1.2M
Arizona State University/Mayo Clinic Collaborative Research Seed Grant SPA00007255/ARI-333334Mayo Clinic ARI-285360-01National Institute of General Medical Sciences of National Institute of Health R01GM140193NIGMS NIH HHS R01 GM140193
6 · The paper itself

Abstract

Single-molecule immunoassay is a reliable technique for the detection and quantification of low-abundance blood biomarkers, which are essential for early disease diagnosis and biomedical research. However, current single-molecule methods predominantly rely on endpoint detection and necessitate signal amplification via labeling, which brings a variety of unwanted effects, like matrix effect and autofluorescence interference. This study introduces a real-time mass imaging-based label-free single-molecule immunoassay (LFSMiA). Featuring plasmonic scattering microscopy-based mass imaging, a 2-step sandwich assay format enables background reduction, minimization of matrix effect by dynamic tracking of single binding events, and fully leveraging real-time data for improved measurement precision through a Bayesian Gaussian process model, the LFSMiA enables ultra-sensitive and direct protein detection at the single-molecule level in neat blood sample matrices. LFSMiA measurement is demonstrated for interleukin-6 and prostate-specific antigen in buffer, undiluted serum, and whole blood with sub-femtomolar detection limits and eight logs of dynamic ranges. Moreover, comparable performance is achieved with an inexpensive miniaturized setup. To show its translational potential to clinical settings and point-of-care diagnostics, N-terminal pro-B-type natriuretic peptide is examined in patient whole blood samples using the LFSMiA and results in a strong linear correlation (r > 0.99) with standard clinical lab results.

Indexed as

Single Molecule ImagingBiomarkersHumansImmunoassayInterleukin-6Prostate-Specific AntigenBiomarkersInterleukin-6Prostate-Specific Antigendigital immunoassaylabel‐freeplasmonic scattering microscopysingle‐moleculewhole blood

Identifiers

PMID40538199
PMCPMC12376538

What OpenQuestion 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 OpenQuestion graph.