Evidence map›Paper›PMID 42192104›Full record

ArticleNature communications2026

Absolute quantification of enantiomeric purity of sorted carbon nanotubes by correlating hyperspectral fluorescence microscopy with ensemble chiroptical spectroscopy.

Miguel Ángel López Carrillo, Filip Desmet, Maksiem Erkens, Jeffrey A Fagan, Ming Zheng, Han Li, Benjamin S Flavel, Wim Wenseleers, Wouter Herrebout, Sofie Cambré and 1 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

11 authors.

Miguel Ángel López CarrilloTheory and Spectroscopy of Molecules and Materials, Department of Chemistry and Department of Physics, University of Antwerp, Antwerp, Belgium.ORCID http://orcid.org/0000-0002-5264-1470
Filip DesmetTheory and Spectroscopy of Molecules and Materials, Department of Chemistry and Department of Physics, University of Antwerp, Antwerp, Belgium.
Maksiem ErkensNanostructured and Organic Optical and Electronic Materials, Department of Physics, University of Antwerp, Antwerp, Belgium.
Jeffrey A FaganMaterials Science and Engineering Division, National Institute of Standards and Technology, Gaithersburg, MD, USA.ORCID http://orcid.org/0000-0003-1483-5554
Ming ZhengMaterials Science and Engineering Division, National Institute of Standards and Technology, Gaithersburg, MD, USA.ORCID http://orcid.org/0000-0002-8058-1348
Han LiInstitute of Nanotechnology, Karlsruhe Institute of Technology, Karlsruhe, Germany.ORCID http://orcid.org/0000-0002-0597-8409
Benjamin S FlavelInstitute of Nanotechnology, Karlsruhe Institute of Technology, Karlsruhe, Germany.ORCID http://orcid.org/0000-0002-8213-8673
Wim WenseleersNanostructured and Organic Optical and Electronic Materials, Department of Physics, University of Antwerp, Antwerp, Belgium.ORCID http://orcid.org/0000-0002-3509-0945
Wouter HerreboutTheory and Spectroscopy of Molecules and Materials, Department of Chemistry and Department of Physics, University of Antwerp, Antwerp, Belgium.ORCID http://orcid.org/0000-0002-3167-8944
Sofie CambréTheory and Spectroscopy of Molecules and Materials, Department of Chemistry and Department of Physics, University of Antwerp, Antwerp, Belgium. sofie.cambre@uantwerpen.be.ORCID http://orcid.org/0000-0001-7471-7678
Dmitry I LevshovTheory and Spectroscopy of Molecules and Materials, Department of Chemistry and Department of Physics, University of Antwerp, Antwerp, Belgium. dmitry.levshov@uantwerpen.be.ORCID http://orcid.org/0000-0002-2249-7172

Funding

Fonds Wetenschappelijk Onderzoek (Research Foundation Flanders) G021112NFonds Wetenschappelijk Onderzoek (Research Foundation Flanders) G036618NFonds Wetenschappelijk Onderzoek (Research Foundation Flanders) G0AAM25NUnited States Department of Commerce | National Institute of Standards and Technology (NIST) Internal fundingUniversiteit Antwerpen (University of Antwerp) BOF-DOCPRO4 project
6 · The paper itself

Abstract

Accurate determination of enantiomeric purity is essential for advancing chiral materials in nanotechnology, optoelectronics, and quantum information science. Chiroptical spectroscopic techniques provide rapid, non-destructive measurements of enantiomeric excess (ee), but their use for complex systems like single-walled carbon nanotubes (SWCNTs) is limited by the lack of enantiopure references for calibration. Here we demonstrate an absolute approach combining hyperspectral imaging (HSI) with single-nanotube counting statistics and ensemble chiroptical spectroscopy such as electronic circular dichroism (ECD) and Raman optical activity (ROA) to quantify ee without requiring such standards. Analysis of thousands of individual nanotubes reveals sensitivity of HSI and chiroptical responses to synthesis, purification, and SWCNT concentration, highlighting pronounced source-dependent inhomogeneity. Nevertheless, universal calibration curves for ECD and ROA intensities are established from the purest, most uniform enantiomer-sorted samples. This methodology is extendable to other SWCNT chiralities and chiroptical techniques, enabling quantitative enantiomer sorting and systematic investigations of chirality-dependent properties and applications.

Identifiers

PMID42192104
PMCPMC13389059

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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.