Evidence map›Paper›PMID 40115937›Full record

ArticleJournal of biomedical optics2025

Development and preclinical evaluation of an endonasal Raman spectroscopy probe for transsphenoidal pituitary adenoma surgery.

Victor Blanquez-Yeste, Félix Janelle, Trang Tran, Katherine Ember, Guillaume Sheehy, Frédérick Dallaire, Eric Marple, Kirk Urmey, Moujahed Labidi, Frédéric Leblond

Abstract readEvaluation Study
In one paragraph

Article in Journal of biomedical optics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
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

10 authors.

Victor Blanquez-YestePolytechnique Montréal, Engineering Physics Department, Montréal, Québec, Canada.ORCID 0009-0001-1551-7331
Félix JanelleUniversity of Montreal, Division of Neurosurgery, Department of Surgery, Montréal, Québec, Canada.ORCID 0000-0002-9141-4692
Trang TranPolytechnique Montréal, Engineering Physics Department, Montréal, Québec, Canada.ORCID 0000-0002-4251-7804
Katherine EmberPolytechnique Montréal, Engineering Physics Department, Montréal, Québec, Canada.ORCID 0000-0001-5454-3359
Guillaume SheehyPolytechnique Montréal, Engineering Physics Department, Montréal, Québec, Canada.ORCID 0000-0002-4721-6066
Frédérick DallairePolytechnique Montréal, Engineering Physics Department, Montréal, Québec, Canada.ORCID 0000-0002-8154-4952
Eric MarpleEMVision LLC, Loxahatchee, Florida, United States.
Kirk UrmeyEMVision LLC, Loxahatchee, Florida, United States.
Moujahed LabidiUniversity of Montreal, Division of Neurosurgery, Department of Surgery, Montréal, Québec, Canada.ORCID 0000-0002-7496-8327
Frédéric LeblondPolytechnique Montréal, Engineering Physics Department, Montréal, Québec, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Significance: For most patients with pituitary adenomas, surgical resection represents a viable therapeutic option, particularly in cases with endocrine symptoms or local mass effects. Diagnostic imaging, including MRI and computed tomography, is employed clinically to plan pituitary adenoma surgery. However, these methods cannot provide surgical guidance information in real time to improve resection rates and reduce risks of damage to normal tissue during tumor debulking. Aim: Here, we present the development of a handheld Raman spectroscopy system that can be seamlessly integrated with transsphenoidal surgery workflows to allow live discrimination of all normal intracranial anatomical structures, including the pituitary gland, and potentially tissue abnormalities such as adenomas. Approach: A fiber-optic probe was developed with a form factor compatible with endoscopic systems for endonasal surgeries. The instrument was evaluated in an Results: Binary classification models successfully distinguished the pituitary gland from other tissue structures with a sensitivity and a specificity of 100%. In addition, a four-class predictive model enabled Conclusions: This work sets the stage for the clinical deployment of Raman spectroscopy as an intraoperative real-time decision support system during transsphenoidal surgery, with future work focused on clinical integration and the generalization of the approach to include the detection of tissue abnormalities, such as pituitary adenomas.

Indexed as

AdenomaNatural Orifice Endoscopic SurgeryPituitary NeoplasmsSignal Processing, Computer-AssistedSpectrum Analysis, RamanAnimalsMachine LearningPituitary GlandSheepbiochemistrymachine learningneurosurgerypituitary adenomaRaman spectroscopytissue optics

Identifiers

PMID40115937
PMCPMC11924674

What OpenQuestion 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 OpenQuestion graph.