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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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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 |
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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 |
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