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Record W1973524846 · doi:10.1021/la0344736

Phase Separation in Supported Phospholipid Bilayers Visualized by Near-Field Scanning Optical Microscopy in Aqueous Solution

2003· article· en· W1973524846 on OpenAlexaff
Anatoli Ianoul, Pierre Burgos, Zhaoming Lu, Beck Taylor, Linda J. Johnston

Bibliographic record

VenueLangmuir · 2003
Typearticle
Languageen
FieldEngineering
TopicNear-Field Optical Microscopy
Canadian institutionsNational Research Council CanadaSteacie Institute for Molecular SciencesInstitute for Microstructural Sciences
Fundersnot available
KeywordsAqueous solutionMonolayerChemistryBilayerAnalytical Chemistry (journal)Near-field scanning optical microscopeOptical microscopeLipid bilayerPhase (matter)MicroscopyMembraneMaterials scienceNanotechnologyChromatographyOpticsScanning electron microscopeOrganic chemistry

Abstract

fetched live from OpenAlex

An experimental approach for near-field scanning optical microscopy (NSOM) of biological samples in an aqueous environment with a resolution of <100 nm has been developed. This was accomplished by using high-throughput bent optical fiber probes prepared by a two-step chemical etching method followed by focused ion beam milling to fabricate a reproducible aperture. The utility of the method for high-resolution fluorescence imaging of biological samples in liquid was demonstrated using phase separated, supported phospholipid bilayers as models for natural membranes. Bilayers with a phase separated dipalmitoyl−phosphatidylcholine/dilauroyl−phosphatidylcholine (DPPC/DLPC) mixture in one or both leaflets were imaged by both atomic force microscopy and NSOM. The addition of dihexadecanoyl- sn -glycero-3-phosphoethanolamine−Texas Red (DHPE−TR) was used to visualize fluid and gel phases for the NSOM fluorescence measurements. Hybrid bilayers with 7:3 DLPC/DPPC in the bottom leaflet and DPPC on top showed phase separation to give striped DPPC domains similar to those observed for the corresponding monolayer. By contrast, the DLPC/DPPC mixture in the upper leaflet gave primarily large condensed DPPC domains. A bilayer with 7:3 DLPC/DPPC in both leaflets showed clear evidence for superposition of DPPC domains in the two layers. The resolution and image quality obtained for bilayers in aqueous solution clearly demonstrate the potential of NSOM for applications to biological imaging under physiological conditions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.321
Teacher spread0.312 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations38
Published2003
Admission routes1
Has abstractyes

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