Evidence map›Paper›PMID 38238582›Full record

ReviewNature protocols2024

Hyperspectral confocal imaging for high-throughput readout and analysis of bio-integrated microlasers.

Vera M Titze, Soraya Caixeiro, Vinh San Dinh, Matthias König, Matthias Rübsam, Nachiket Pathak, Anna-Lena Schumacher, Maximilian Germer, Christian Kukat, Carien M Niessen and 2 more

Open access · greenAbstract readReview
PubMed Publisher
In one paragraph

Review in Nature protocols, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
12.6field-weighted citation impact, top 1% of its field
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

9 citing papers in PubMed, 19 citations in OpenAlex.

  1. Review
  2. Article
  3. Laser-emitting aqueous bioreactors for ultrasensitive bioactivity analysis.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Deformable microlaser force sensing.Light, science & applications · 2024
    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

12 authors at 5 institutions in 3 countries.

Vera M TitzeCentre of Biophotonics, School of Physics and Astronomy, University of St Andrews, St Andrews, UK. vmt1@st-andrews.ac.uk.ORCID 0000-0003-0724-7084
Soraya CaixeiroHumboldt Centre for Nano- and Biophotonics, University of Cologne, Cologne, Germany.ORCID 0000-0003-4605-957X
Vinh San DinhCentre of Biophotonics, School of Physics and Astronomy, University of St Andrews, St Andrews, UK.
Matthias KönigHumboldt Centre for Nano- and Biophotonics, University of Cologne, Cologne, Germany.ORCID 0009-0008-4852-6518
Matthias RübsamDepartment of Cell Biology of the Skin, University Hospital Cologne, University of Cologne, Cologne, Germany.ORCID 0000-0002-0012-2601
Nachiket PathakHumboldt Centre for Nano- and Biophotonics, University of Cologne, Cologne, Germany.
Anna-Lena SchumacherFACS & Imaging Core Facility, Max Planck Institute for Biology of Ageing, Cologne, Germany.
Maximilian GermerFACS & Imaging Core Facility, Max Planck Institute for Biology of Ageing, Cologne, Germany.
Christian KukatFACS & Imaging Core Facility, Max Planck Institute for Biology of Ageing, Cologne, Germany.ORCID 0000-0003-1508-0229
Carien M NiessenDepartment of Cell Biology of the Skin, University Hospital Cologne, University of Cologne, Cologne, Germany.
Marcel SchubertCentre of Biophotonics, School of Physics and Astronomy, University of St Andrews, St Andrews, UK. marcel.schubert@uni-koeln.de.ORCID 0000-0002-8739-4852
Malte C GatherCentre of Biophotonics, School of Physics and Astronomy, University of St Andrews, St Andrews, UK. malte.gather@uni-koeln.de.ORCID 0000-0002-4857-5562
University of Cologne · DEMax Planck Institute for Biology of Ageing · DEUniversity of St Andrews · GBAndrews University · USNorthwestern University · US

Funding

Alexander von Humboldt-Stiftung (Alexander von Humboldt Foundation) AvH ProfessorshipEC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 640012EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Marie Skłodowska-Curie Actions (H2020 Excellent Science - Marie Skłodowska-Curie Actions) 659213Leverhulme Trust RPG-2017-231RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/P030017/1Royal Society DH160102Royal Society RGF\EA\180051Royal Society RGF\R1\180070
6 · The paper itself

Abstract

Integrating micro- and nanolasers into live cells, tissue cultures and small animals is an emerging and rapidly evolving technique that offers noninvasive interrogation and labeling with unprecedented information density. The bright and distinct spectra of such lasers make this approach particularly attractive for high-throughput applications requiring single-cell specificity, such as multiplexed cell tracking and intracellular biosensing. The implementation of these applications requires high-resolution, high-speed spectral readout and advanced analysis routines, which leads to unique technical challenges. Here, we present a modular approach consisting of two separate procedures. The first procedure instructs users on how to efficiently integrate different types of lasers into living cells, and the second procedure presents a workflow for obtaining intracellular lasing spectra with high spectral resolution and up to 125-kHz readout rate and starts from the construction of a custom hyperspectral confocal microscope. We provide guidance on running hyperspectral imaging routines for various experimental designs and recommend specific workflows for processing the resulting large data sets along with an open-source Python library of functions covering the analysis pipeline. We illustrate three applications including the rapid, large-volume mapping of absolute refractive index by using polystyrene microbead lasers, the intracellular sensing of cardiac contractility with polystyrene microbead lasers and long-term cell tracking by using semiconductor nanodisk lasers. Our sample preparation and imaging procedures require 2 days, and setting up the hyperspectral confocal microscope for microlaser characterization requires <2 weeks to complete for users with limited experience in optical and software engineering.

Indexed as

Diagnostic ImagingPolystyrenesAnimalsLasersSoftwarePolystyrenes

Identifiers

PMID38238582
OpenAlexW4390975487

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.