Cargando…

Automated non-invasive identification of pelvic autonomic nerves with a handheld Raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens

BACKGROUND: Although minimally invasive surgery for colorectal cancer, whether performed as standard laparoscopic or robotic surgery, has been established as an oncologically safe procedure, postoperative urinary dysfunction and sexual dysfunction remain matters of concern, even when so-called nerve...

Descripción completa

Detalles Bibliográficos
Autores principales: Sato, Sumito, Kagoshima, Hirotada, Shiozawa, Manabu, Nukada, Suguru, Iguchi, Kenta, Mikayama, Yo, Oshima, Takashi, Numata, Masakatsu, Tamagawa, Hiroshi, Rino, Yasushi, Masuda, Munetaka, Tanaka, Kuniya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8798359/
https://www.ncbi.nlm.nih.gov/pubmed/35116691
http://dx.doi.org/10.21037/tcr-21-587
_version_ 1784641786093764608
author Sato, Sumito
Kagoshima, Hirotada
Shiozawa, Manabu
Nukada, Suguru
Iguchi, Kenta
Mikayama, Yo
Oshima, Takashi
Numata, Masakatsu
Tamagawa, Hiroshi
Rino, Yasushi
Masuda, Munetaka
Tanaka, Kuniya
author_facet Sato, Sumito
Kagoshima, Hirotada
Shiozawa, Manabu
Nukada, Suguru
Iguchi, Kenta
Mikayama, Yo
Oshima, Takashi
Numata, Masakatsu
Tamagawa, Hiroshi
Rino, Yasushi
Masuda, Munetaka
Tanaka, Kuniya
author_sort Sato, Sumito
collection PubMed
description BACKGROUND: Although minimally invasive surgery for colorectal cancer, whether performed as standard laparoscopic or robotic surgery, has been established as an oncologically safe procedure, postoperative urinary dysfunction and sexual dysfunction remain matters of concern, even when so-called nerve-sparing surgery is performed. We have hypothesized that Raman spectroscopy can be used intraoperatively as a non-invasive label-free means of objective identification of the pelvic nerves, and we conducted a preliminary study by applying a newly developed handheld Raman spectrometer to surgical specimens. METHODS: Samples of nervous tissue, colon cancer tissue, and tissues from surrounding pelvic organs were obtained from 25 patients undergoing colectomy. Raman spectra were obtained by irradiation with the Progeny™ Raman spectrometer. We looked for characteristic Raman shifts to distinguish nervous tissue from cancer tissue. To improve discrimination between nervous tissue and other tissues, the spectral data were subjected to principal component analysis. RESULTS: We detected characteristic differences in the spectra at 1,309 cm(−1), 1,442 cm(−1), and 1,658 cm(−1). A significant difference was detected at 1,442 cm(−1), and accuracy of the modality for identification of nervous tissue was 75%. The addition of principle component analysis (4 components) yielded 100% sensitivity, 85% specificity, and 90%, notably increasing accuracy from 75% to 90% in discriminating between nervous tissue and cancer tissue. CONCLUSIONS: Raman spectroscopy holds promise for non-invasive intraoperative recognition of nervous tissue. We expect the modality to become a powerful clinical tool, compensating for the lack of tactile feedback intrinsic to minimally invasive colectomy and thus thwarting the risk of postoperative urinary and/or sexual dysfunction.
format Online
Article
Text
id pubmed-8798359
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher AME Publishing Company
record_format MEDLINE/PubMed
spelling pubmed-87983592022-02-02 Automated non-invasive identification of pelvic autonomic nerves with a handheld Raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens Sato, Sumito Kagoshima, Hirotada Shiozawa, Manabu Nukada, Suguru Iguchi, Kenta Mikayama, Yo Oshima, Takashi Numata, Masakatsu Tamagawa, Hiroshi Rino, Yasushi Masuda, Munetaka Tanaka, Kuniya Transl Cancer Res Original Article BACKGROUND: Although minimally invasive surgery for colorectal cancer, whether performed as standard laparoscopic or robotic surgery, has been established as an oncologically safe procedure, postoperative urinary dysfunction and sexual dysfunction remain matters of concern, even when so-called nerve-sparing surgery is performed. We have hypothesized that Raman spectroscopy can be used intraoperatively as a non-invasive label-free means of objective identification of the pelvic nerves, and we conducted a preliminary study by applying a newly developed handheld Raman spectrometer to surgical specimens. METHODS: Samples of nervous tissue, colon cancer tissue, and tissues from surrounding pelvic organs were obtained from 25 patients undergoing colectomy. Raman spectra were obtained by irradiation with the Progeny™ Raman spectrometer. We looked for characteristic Raman shifts to distinguish nervous tissue from cancer tissue. To improve discrimination between nervous tissue and other tissues, the spectral data were subjected to principal component analysis. RESULTS: We detected characteristic differences in the spectra at 1,309 cm(−1), 1,442 cm(−1), and 1,658 cm(−1). A significant difference was detected at 1,442 cm(−1), and accuracy of the modality for identification of nervous tissue was 75%. The addition of principle component analysis (4 components) yielded 100% sensitivity, 85% specificity, and 90%, notably increasing accuracy from 75% to 90% in discriminating between nervous tissue and cancer tissue. CONCLUSIONS: Raman spectroscopy holds promise for non-invasive intraoperative recognition of nervous tissue. We expect the modality to become a powerful clinical tool, compensating for the lack of tactile feedback intrinsic to minimally invasive colectomy and thus thwarting the risk of postoperative urinary and/or sexual dysfunction. AME Publishing Company 2021-09 /pmc/articles/PMC8798359/ /pubmed/35116691 http://dx.doi.org/10.21037/tcr-21-587 Text en 2021 Translational Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.
spellingShingle Original Article
Sato, Sumito
Kagoshima, Hirotada
Shiozawa, Manabu
Nukada, Suguru
Iguchi, Kenta
Mikayama, Yo
Oshima, Takashi
Numata, Masakatsu
Tamagawa, Hiroshi
Rino, Yasushi
Masuda, Munetaka
Tanaka, Kuniya
Automated non-invasive identification of pelvic autonomic nerves with a handheld Raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens
title Automated non-invasive identification of pelvic autonomic nerves with a handheld Raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens
title_full Automated non-invasive identification of pelvic autonomic nerves with a handheld Raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens
title_fullStr Automated non-invasive identification of pelvic autonomic nerves with a handheld Raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens
title_full_unstemmed Automated non-invasive identification of pelvic autonomic nerves with a handheld Raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens
title_short Automated non-invasive identification of pelvic autonomic nerves with a handheld Raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens
title_sort automated non-invasive identification of pelvic autonomic nerves with a handheld raman spectrometer and potential application to nerve-sparing colorectal surgery: a preliminary study in surgical specimens
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8798359/
https://www.ncbi.nlm.nih.gov/pubmed/35116691
http://dx.doi.org/10.21037/tcr-21-587
work_keys_str_mv AT satosumito automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT kagoshimahirotada automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT shiozawamanabu automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT nukadasuguru automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT iguchikenta automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT mikayamayo automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT oshimatakashi automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT numatamasakatsu automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT tamagawahiroshi automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT rinoyasushi automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT masudamunetaka automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens
AT tanakakuniya automatednoninvasiveidentificationofpelvicautonomicnerveswithahandheldramanspectrometerandpotentialapplicationtonervesparingcolorectalsurgeryapreliminarystudyinsurgicalspecimens