ArticleACS applied materials & interfaces2026
Unveiling the Structural and Mechanical Diversity of SARS-CoV-2 Variants Using Atomic Force Microscopy.
Article in ACS applied materials & interfaces, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Understanding the structure and virion-host interaction of SARS-CoV-2 is crucial for elucidating the fundamental mechanisms of its assembly, stability, and transmission. These insights not only improve antiviral strategies but also contribute to a broader understanding of the nanoscale biological systems. Most studies of coronavirus focus primarily on viral genetics and on the structure and receptor affinity of the spike protein but overlook the broader mechanical and structural properties of the virion as a whole. Several studies have already suggested structural variability among coronavirus virions, and our work aims to provide more evidence of this matter. Here, we studied chemically fixed SARS-CoV-2 variants, focusing on wild-type, alpha, and delta variants. We used atomic force microscopy to acquire high-resolution topographic information. To estimate physically plausible virion envelope shapes, we utilized the Helfrich vesicle model as part of the analysis pipeline. We estimated viral geometry and adhesional compliance through reduced volume and its relationship with other geometrical parameters. We revealed consistent differences in apparent virion geometry across the three variants with alpha and delta displaying smaller fitted envelopes and lower reduced-volume estimates than wild-type under identical capture, fixation, and imaging conditions. Geometry-derived contact metrics also differed systematically among variants, consistent with differences in apparent deformation and compliance in this assay. Together, these descriptors establish a comparative framework for assessing the variant-dependent virion geometry and apparent deformation behavior.
Indexed as
Identifiers
What Socratic holds
Registered trials
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.