Evidence map›Paper›PMID 42681343›Full record

ArticleMethods in molecular biology (Clifton, N.J.)2026

HS-AFM Applications to Study Membrane Proteins.

Yining Jiang, Jonathan Mount, Simon Scheuring

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Article in Methods in molecular biology (Clifton, N.J.), 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
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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

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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

3 authors.

Yining JiangDepartment of Anesthesiology, Weill Cornell Medicine, 1300 York Avenue, New York, NY, 10065, USA.
Jonathan MountDepartment of Anesthesiology, Weill Cornell Medicine, 1300 York Avenue, New York, NY, 10065, USA.
Simon ScheuringDepartment of Anesthesiology, Weill Cornell Medicine, 1300 York Avenue, New York, NY, 10065, USA. sis2019@med.cornell.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-speed atomic force microscopy (HS-AFM) has emerged as a powerful tool for the investigation of the dynamic behavior of membrane proteins in near-native environments. Unlike traditional structural techniques, HS-AFM allows for real-time imaging of individual protein molecules at nanometer resolution under physiological conditions. This capability enables direct visualization of conformational changes, intermolecular interactions, and functional cycles of membrane proteins, such as channels, transporters, and receptors, without the need for labeling or extensive sample preparation. HS-AFM provides insights into the structural plasticity and mechanistic pathways of membrane proteins that are often averaged out or missed by ensemble techniques. Its ability to capture dynamic events at sub-second timescales has significantly advanced our understanding of membrane protein conformational dynamics, single-molecule kinetics, as well as about diffusion, clustering, and interactions within lipid bilayers. As the technology continues to evolve, HS-AFM holds great promise for bridging structural and functional studies, offering a unique window into the real-time molecular mechanisms of membrane-associated biological processes. In this chapter, we detail protocols from membrane protein expression, purification, and reconstitution to final HS-AFM experiments.

Indexed as

Membrane ProteinsMicroscopy, Atomic ForceLipid BilayersProtein ConformationLipid BilayersMembrane ProteinsAquaporinAtomic force microscopyExpression systemsLipid bilayerPhysisorptionReconstitution

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.