Evidence map›Paper›PMID 41553427›Full record

ReviewEuropean biophysics journal : EBJ2026

Single molecule force spectroscopy for evaluating inhibitors of SARS-CoV-2 variants of concern.

Rong Zhu, Yoo Jin Oh, Peter Hinterdorfer

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In one paragraph

Review in European biophysics journal : EBJ, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Rong Zhu *Department of Experimental Applied Biophysics, Institute of Biophysics, Johannes Kepler University Linz, Gruberstrasse 40, Linz, A4020, Austria. rong.zhu@jku.at.ORCID http://orcid.org/0000-0001-7553-7249
Yoo Jin Oh *Department of Experimental Applied Biophysics, Institute of Biophysics, Johannes Kepler University Linz, Gruberstrasse 40, Linz, A4020, Austria. yoo_jin.oh@jku.at.ORCID http://orcid.org/0000-0002-9636-3329
Peter HinterdorferDepartment of Experimental Applied Biophysics, Institute of Biophysics, Johannes Kepler University Linz, Gruberstrasse 40, Linz, A4020, Austria. peter.hinterdorfer@jku.at.ORCID http://orcid.org/0000-0003-2583-1305

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The binding between the SARS-CoV-2 Spike protein and its cellular receptor ACE2 is essential for viral entry and infection and, therefore, represents a critical target for antiviral intervention. Single-molecule force spectroscopy (SMFS), conducted using atomic force microscopy (AFM), allows direct investigation of Spike–ACE2 interactions at the single-molecule level, providing insights into binding mechanisms not easily captured by conventional methods. This review discusses recent applications of SMFS to assess molecular inhibitors of Spike–ACE2 interactions, focusing specifically on soluble ACE2 and glycan-binding lectins (Clec4g, hCLEC4G, and engineered H84T-Banlec). These inhibitors demonstrated potent, concentration-dependent activity against multiple SARS-CoV-2 variants, including Delta and Omicron, achieving IC₅₀ values in the low nanomolar range (soluble ACE2: 0.25–0.38 nM; Clec4g/hCLEC4G: 36–58 nM; H84T-Banlec: 2.6–5.2 nM). Notably, single-molecule IC₅₀ measurements closely correlated with EC₅₀ values from cell-based assays, validating the physiological relevance and predictive capability of the SMFS method. Collectively, these findings underscore the utility of AFM-SMFS as a powerful approach for inhibitor evaluation and antiviral discovery, particularly for strategies targeting conserved structural features of the Spike protein to achieve broad-spectrum efficacy against current and emerging viral variants.

Indexed as

ACE2 receptorAtomic force microscopyInhibitionLectinsSingle molecule force spectroscopySpike protein

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.