Evidence map›Paper›PMID 37165016›Full record

ArticleScientific reports2023

Label-free intraoperative nerve detection and visualization using ratiometric diffuse reflectance spectroscopy.

Graham A Throckmorton, Ezekiel Haugen, Giju Thomas, Parker Willmon, Justin S Baba, Carmen C Solórzano, Anita Mahadevan-Jansen

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
4.8field-weighted citation impact, top 5% 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

5 citing papers in PubMed, 15 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Optical absorption spectra and correspondingJournal of biomedical optics · 2023
    Article
  5. 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

7 authors at 2 institutions in 1 country.

Graham A ThrockmortonDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA.
Ezekiel HaugenDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA.
Giju ThomasDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA.
Parker WillmonDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA.
Justin S BabaYaya Scientific LLC, Nashville, TN, 37203, USA.
Carmen C SolórzanoDepartment of Surgery, Vanderbilt University Medical Center, Nashville, TN, 37232, USA.
Anita Mahadevan-JansenDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA. anita.mahadevan-jansen@vanderbilt.edu.
Vanderbilt University · USVanderbilt University Medical Center · US

Funding

Real-time Multimodal Diffuse Reflectance and Polarization Imaging Based Nerve Identification in Surgical Field of ViewR41EB029888 · NIBIB · YAYA SCIENTIFIC, LLC · PI BABA, JUSTIN · 2020 to 2020
$333k
NIBIB NIH HHS R41 EB029888NIH HHS 1R41EB029888-01A1
6 · The paper itself

Abstract

Iatrogenic nerve injuries contribute significantly to postoperative morbidity across various surgical disciplines and occur in approximately 500,000 cases annually in the US alone. Currently, there are no clinically adopted means to intraoperatively visualize nerves beyond the surgeon's visual assessment. Here, we report a label-free method for nerve detection using diffuse reflectance spectroscopy (DRS). Starting with an in vivo rat model, fiber- and imaging-based DRS independently identified similar wavelengths that provided optimal contrast for nerve identification with an accuracy of 92%. Optical property measurements of rat and human cadaver tissues verify that the source of contrast between nerve and surrounding tissues is largely due to higher scattering in nerve and differences in oxygenated hemoglobin content. Clinical feasibility was demonstrated in patients undergoing thyroidectomies using both probe-based and imaging-based approaches where the nerve were identified with 91% accuracy. Based on our preliminary results, DRS has the potential to both provide surgeons with a label-free, intraoperative means of nerve visualization and reduce the incidence of iatrogenic nerve injuries along with its detrimental complications.

Indexed as

Nerve TissueAnimalsHumansIatrogenic DiseaseMicrosurgeryOptical ImagingRatsSpectrum Analysis

Identifiers

PMID37165016
PMCPMC10172349
OpenAlexW4376132146

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.