Evidence map›Paper›PMID 41521012›Full record

ArticleInternational journal of pharmaceutics2026

Multiscale simulation of stratum corneum lipid mixtures: effects of ceramide headgroups on structural organization and hydrogen bonding networks.

Chloe O Frame, Christopher R Iacovella, David J Moore, Annette L Bunge, Clare McCabe

Abstract read
In one paragraph

Article in International journal of pharmaceutics, 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
–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

5 authors.

Chloe O FrameDepartment of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN 37235, USA.
Christopher R IacovellaDepartment of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN 37235, USA.
David J MooreSchool of Physics and Astronomy, University of Edinburgh, Edinburgh, UK.
Annette L BungeDepartment of Chemical and Biological Engineering, Colorado School of Mines, Golden, CO 80401, USA.
Clare McCabeDepartment of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN 37235, USA; School of Engineering and Physical Science, Heriot-Watt University, Edinburgh, UK. Electronic address: c.mccabe@hw.ac.uk.

Funding

Insights into skin barrier function: In silico and experimental studies of healthy and diseased stratum corneum lipid modelsR01AR072679 · NIAMS · VANDERBILT UNIVERSITY · PI LAIBINIS, PAUL E · 2018 to 2022
$1.5M
NIAMS NIH HHS R01 AR072679
6 · The paper itself

Abstract

The barrier function of the outermost layer of human skin, the stratum corneum (SC), arises from its multilamellar lipid matrix composed primarily of ceramides (CERs), cholesterol (CHOL), and free fatty acids (FFAs). Coarse-grained (CG) and atomistic molecular dynamics simulations have been used to study self-assembled multilayers comprising CERs NS, NP, AS, and AP, in pure CER systems and mixtures of CERs with CHOL and FFAs. Equilibrated CG configurations were reverse-mapped to recover atomistic details and analyzed to extract structures and hydrogen bonding. Simulations of pure CERs agreed with experimental trends: phytosphingosine CERs (NP and AP) exhibited more CO hydrogen bonds, consistent with lower amide I FTIR frequencies, than their sphingosine counterparts (NS and AS). Likewise, non-hydroxy CERs (NS and NP) exhibited more CO hydrogen bonding than their α-hydroxy analogs (AS and AP). CER mixtures with CHOL and FFA showed reduced CO hydrogen bonding compared to pure CERs, though this effect depended on water content. Hydroxyl location was critical: OH on the phytosphingosine base increased CO hydrogen bonding, whereas the α-hydroxy on the acyl chain reduced it. In CER NP:AP mixtures with CHOL and FFA, simulations reproduced the experimental repeat distances for NP-rich and AP-rich systems despite differences in hydrogen bonding. Simulations of multicomponent mixtures resembling the SC model of Bouwstra demonstrated the dominant effect of chain-length distribution, rather than CER hydrogen bonding, on permeability. This work shows how multiscale modeling integrated with experiments can uncover molecular mechanisms linking composition and SC barrier structure to interpret experimental results.

Indexed as

CeramidesEpidermisCholesterolFatty Acids, NonesterifiedHumansHydrogen BondingLipidsMolecular Dynamics SimulationSphingosineCeramidesCholesterolFatty Acids, NonesterifiedLipidsphytosphingosineSphingosineCoarse-grained modelsLipid bilayersLipid lamellaMolecular dynamicsPermeabilitySkin barrier functionSkin lipids

Identifiers

PMID41521012
PMCPMC13157653

What Socratic holds

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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 Socratic graph.