Evidence map›Paper›PMID 40832340›Full record

ArticlebioRxiv : the preprint server for biology2025

Indocyanine green excitation-emission matrix characterization: excitation-dependent emission shifts and application-specific spectra.

Alberto J Ruiz, Sophie A Lyon, Ethan P M LaRochelle, Kimberley S Samkoe

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

5 · Who and what money

Authors and funding

4 authors.

Alberto J RuizQUEL Imaging, White River Junction, VT, USA.ORCID 0000-0002-0577-369X
Sophie A LyonQUEL Imaging, White River Junction, VT, USA.
Ethan P M LaRochelleQUEL Imaging, White River Junction, VT, USA.ORCID 0000-0002-7883-9987
Kimberley S SamkoeDartmouth Engineering, Hanover, NH, USA.ORCID 0000-0002-8234-2308

Funding

Phase II: Fluorescence guided surgery standardization toolsR44EB029804 · NIBIB · QUEL IMAGING LLC · PI LAROCHELLE, ETHAN PHILLIP MARSHALL · 2022 to 2023
$2.0M
Fluorescence Guided Surgery Standardization ToolsR43EB029804 · NIBIB · QUEL IMAGING LLC · PI LAROCHELLE, ETHAN PHILLIP MARSHALL · 2020 to 2020
$266k
NIBIB NIH HHS R43 EB029804NIBIB NIH HHS R44 EB029804
6 · The paper itself

Abstract

Significance: Indocyanine green (ICG) is the most widely used fluorophore in fluorescence-guided surgery (FGS), yet its spectral response depends on microenvironment, with implications for system design, inter-system comparisons, and phantom development. Aim: To characterize ICG with excitation-emission matrices (EEMs) in the microenvironments of dimethyl sulfoxide (DMSO), bovine serum albumin (BSA) solutions, and 3D-printed (3DP) resin, and assess excitation-dependent emission, including red-edge excitation shifts (REES) and departures from Kasha's rule of excitation-independent emission. Approach: EEMs and absorbance spectra were acquired with extracted excitation spectra, emission spectra, emission peaks, centroids, and integrated emission areas under the curve (AUCs). Concentration-dependent behavior was examined in DMSO, and albumin concentration dependence was assessed from 5-100 mg/mL. Data processing employed robust local regression to mitigate excitation scattering artifacts. Results: ICG in DMSO exhibited excitation-independent emission consistent with Kasha-Vavilov behavior. In contrast, ICG in BSA solution and 3DP resin displayed excitation-dependent emission with pronounced REES and additional non-linear departures from Kasha's rule. To our knowledge, this represents the first documentation of REES and broader anti-Kasha effects for ICG or any FGS fluorophore. Within the excitation range most relevant to ICG-FGS (~760-805 nm), emission spectra of the BSA solution and 3DP resin overlapped closely, with similar AUC-based comparisons, suggesting that ICG in 3DP resin can serve as a suitable surrogate reference for albumin-bound ICG. Conclusions: The EEM characterization shows that excitation-dependent behavior is a defining feature of ICG in biologically relevant environments, demonstrating that emission cannot be assumed to follow classical Kasha-Vavilov behavior. Reliable comparisons and imaging system design therefore require spectra acquired at defined excitation wavelengths with AUC integration within the emission detection band. Excitation-specific spectra from EEMs establish a consistent framework for inter-system comparisons and phantom standards, while the resulting datasets provide a practical reference for addressing excitation-dependent behavior in ICG sensing applications.

Indexed as

anti-kasha fluorescenceExcitation-dependent fluorescenceexcitation-emission matrixfluorescence-guided surgery (FGS)indocyanine green (ICG)red-edge excitation shift (REES)

Identifiers

PMID40832340
PMCPMC12363896

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.