Evidence map›Paper›PMID 42587044›Full record

ArticleSurgical endoscopy2026

Intraoperative biliary anatomy visualization using indocyanine green fluorescence micro-dosing: a quantitative preclinical study.

Federico Espínola, Mariano Giménez, Chiara Innocenzi, Ignacio Corteggiano, Alexandre Hostettler, Alexandre Ancel, Toby Collins, Michel Vix, Antonello Forgione, Horacio Asbun and 1 more

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Article in Surgical endoscopy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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.

Federico EspínolaResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.
Mariano GiménezResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France. mariano.gimenez@ircad.fr.
Chiara InnocenziResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.
Ignacio CorteggianoResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.
Alexandre HostettlerResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.
Alexandre AncelResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.
Toby CollinsResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.
Michel VixResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.
Antonello ForgioneResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.
Horacio AsbunDivision of Hepatobiliary and Pancreas Surgery, Miami Cancer Institute, Miami, FL, USA.
Jacques MarescauxResearch Institute Against Digestive Cancer (IRCAD), 1 Place de l'Hôpital, 67091, Strasbourg, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe critical view of safety aims to reduce bile duct injury during laparoscopic cholecystectomy. Near-infrared (NIR) fluorescence cholangiography with indocyanine green (ICG) may enhance visualization of extrahepatic biliary anatomy, but conventional dosing can increase hepatic background fluorescence and optimal weight-adjusted strategies remain unclear. This study quantitatively evaluated weight-adjusted systemic ICG regimens within a predefined micro-dose domain and assessed the temporal stability of bile duct-to-liver fluorescence contrast within an operative time window.

methodsTen pigs received a single randomized intravenous injection of ICG at one of five weight-adjusted doses (0.000625, 0.004, 0.01, 0.025, or 0.05 mg/kg). NIR fluorescence imaging was performed at 30, 60, and 90 min using a standardized laparoscopic platform in overlay mode. Extrahepatic bile ducts and hepatic parenchyma were manually segmented in Computer Vision Annotation Tool to generate masks. Pixel-wise intensity extraction was aggregated to obtain one bile duct-to-liver contrast ratio per animal per time point. Data were analyzed using a linear mixed-effects model with animal as a random effect.

resultsFluorescence was detectable in all animals from 30 to 90 min across all dose regimens. When doses were grouped into a predefined micro-dose domain (≤ 0.01 mg/kg; n = 6 animals) versus higher doses (≥ 0.025 mg/kg; n = 4 animals), mixed-effects modeling showed a main effect of dose group (F(1,8) = 6.539, p = 0.034), with consistently higher estimated marginal mean contrast ratios in the micro-dose domain (ΔEMM = 2.350 ratio units, 95%CI 0.549-4.152). No significant effect of time was observed (F(2,18) = 0.824, p = 0.455) within the 30-90 min window evaluated.

conclusionsSystemic weight-adjusted micro-dose ICG administration provided higher bile duct-to-liver contrast in a preclinical model within the operative window evaluated. These findings support further investigation of standardized micro-dose protocols and quantitative fluorescence-guided strategies in clinical settings.

Indexed as

Fluorescent cholangiographyIndocyanine greenLaparoscopic cholecystectomy

Identifiers

PMID42587044

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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.