Evidence map›Paper›PMID 40957831›Full record

ArticleLangmuir : the ACS journal of surfaces and colloids2025

Temperature-Dependent Dynamic Friction of a Single Human Corneocyte at Nanoscale Contact: An Analytical Approach and Direct Measurement Using Lateral Force Microscopy for Haptic Design Insight.

Perawat Boonpuek, Thanathip Boonmatoon, Jonathan R Felts

Abstract read
In one paragraph

Article in Langmuir : the ACS journal of surfaces and colloids, 2025. 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

3 authors.

Perawat BoonpuekSchool of Manufacturing Engineering, Institute of Engineering, Suranaree University of Technology, 111 University Avenue, Suranaree Subdistrict, Muang, Nakhon Ratchasima 30000, Thailand.ORCID 0000-0001-8815-6920
Thanathip BoonmatoonSchool of Manufacturing Engineering, Institute of Engineering, Suranaree University of Technology, 111 University Avenue, Suranaree Subdistrict, Muang, Nakhon Ratchasima 30000, Thailand.
Jonathan R FeltsAdvanced Manufacturing Laboratory, J. Mike Walker '66 Department of Mechanical Engineering, College of Engineering, Texas A&M University, College Station, Texas 77843, United States.ORCID 0000-0002-8232-4660

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dynamic friction between human skin and a haptic surface is known to increase with the substrate temperature. When the substrate temperature reaches 60 °C, prolonged sliding contact for just 1 min can cause damage to the outer skin surface. However, the effect of the temperature on dynamic friction at the nanoscale interface between human skin cells and a nanosized probe remains inadequately quantified. This paper presents direct measurements of the dynamic friction of human skin corneocytes as a function of the AFM nanoprobe temperature, using atomic force microscopy (AFM). The lateral force microscopy (LFM) technique with a heated tip was employed to quantify the dynamic friction force of the corneocytes under a constant normal load of 10 nN and standard relative humidity (40% RH). The temperature of the heated tip was calibrated before each LFM experiment. The friction force, derived from the LFM signal data during each temperature scan, was compared to dynamic friction calculations based on a proposed analytical model. The results show that dynamic friction increases exponentially with sliding velocity as the temperature of the heated AFM tip rises, but the rate of increase slows at very high sliding velocities. These findings suggest that, in the nanoscopic contact regime at low haptic substrate temperatures (<35 °C) and normal humidity (40% RH), friction could significantly increase with increasing sliding velocities. In contrast, at higher temperatures (>35 °C) with faster sliding velocities, the finger may experience lubrication from skin hydration.

Indexed as

FrictionMicroscopy, Atomic ForceSkinTemperatureHumansSurface Properties

Identifiers

PMID40957831
PMCPMC12490009

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LicenceCC BY-NC-ND
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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.