Evidence map›Paper›PMID 39854236›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

An analytical model of label-free nanoscale chemical imaging reveals avenues toward improved spatial resolution and sensitivity.

Yide Zhang, Ufuk Yilmaz, Gustavo Vinicius Bassi Lukasievicz, Liam O'Faolain, Bernhard Lendl, Georg Ramer

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

6 authors.

Yide ZhangFaculty of Technical Chemistry, Institute of Chemical Technologies and Analytics, Technische Universität Wien, Vienna 1060, Austria.ORCID 0000-0002-2675-739X
Ufuk YilmazFaculty of Technical Chemistry, Institute of Chemical Technologies and Analytics, Technische Universität Wien, Vienna 1060, Austria.ORCID 0009-0009-3572-5267
Gustavo Vinicius Bassi LukasieviczDepartment of Physics, Universidade Tecnológica Federal do Paraná, Medianeira PR 85884-000, Brazil.ORCID 0000-0002-6754-7057
Liam O'FaolainPhysics Department, Centre for Advanced Photonics and Process Analysis, Munster Technological University, Cork T12P928, Ireland.ORCID 0000-0003-1160-7441
Bernhard LendlFaculty of Technical Chemistry, Institute of Chemical Technologies and Analytics, Technische Universität Wien, Vienna 1060, Austria.ORCID 0000-0003-3838-5842
Georg RamerFaculty of Technical Chemistry, Institute of Chemical Technologies and Analytics, Technische Universität Wien, Vienna 1060, Austria.ORCID 0000-0001-8307-5435

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) 307415/2022-8EC | Horizon 2020 Framework Programme (H2020) 861985EC | Horizon 2020 Framework Programme (H2020) 953234EC | Horizon Europe | Excellent Science | HORIZON EUROPE Marie Sklodowska-Curie Actions (MSCA) 860808
6 · The paper itself

Abstract

Atomic force microscopy-infrared spectroscopy (AFM-IR) is a photothermal scanning probe technique that combines nanoscale spatial resolution with the chemical analysis capability of mid-infrared spectroscopy. Using this hybrid technique, chemical identification down to the single molecule level has been demonstrated. However, the mechanism at the heart of AFM-IR, the transduction of local photothermal heating to cantilever deflection, is still not fully understood. Existing physical models only describe this process in few special cases but not in many of the types of sample geometries encountered in the practical use of AFM-IR. In this work, an analytical expression for modeling the temperature and photothermal expansion process is introduced, verified with finite element simulations, and validated with AFM-IR experiments. This method describes AFM-IR signal amplitudes in vertically and laterally heterogeneous samples and allows studying the effect of position and size of an absorber, pump laser repetition rate and pulse width on AFM-IR signal amplitudes and spatial resolution. The analytical model can be used to identify optimal AFM-IR experimental settings in conventional and advanced AFM-IR modes (e.g., tapping mode, surface-sensitive mode). The model also paves the way for signal inversion based superresolution AFM-IR.

Indexed as

analytical modelatomic force microscopy–infrarednanoscale chemical imagingphotothermal expansion

Identifiers

PMID39854236
PMCPMC11789012

What OpenQuestion 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 OpenQuestion graph.