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Published in: Surgical Endoscopy 4/2021

01-04-2021 | Liver Resection

Hyperspectral enhanced reality (HYPER) for anatomical liver resection

Authors: Takeshi Urade, Eric Felli, Manuel Barberio, Mahdi Al-Taher, Emanuele Felli, Laurent Goffin, Vincent Agnus, Giuseppe Maria Ettorre, Jacques Marescaux, Didier Mutter, Michele Diana

Published in: Surgical Endoscopy | Issue 4/2021

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Abstract

Background

Clinical evaluation of the demarcation line separating ischemic from non-ischemic liver parenchyma may be challenging. Hyperspectral imaging (HSI) is a noninvasive imaging modality, which combines a camera with a spectroscope and allows quantitative imaging of tissue oxygenation. Our group developed a software to overlay HSI images onto the operative field, obtaining HSI-based enhanced reality (HYPER). The aim of the present study was to evaluate the accuracy of HYPER to identify the demarcation line after a left vascular inflow occlusion during an anatomical left hepatectomy.

Materials and methods

In the porcine model (n = 3), the left branches of the hepatic pedicle were ligated. Before and after vascular occlusion, HSI images based on tissue oxygenation (StO2), obtained through the Near-Infrared index (NIR index), were regularly acquired and superimposed onto RGB video. The demarcation line was marked on the liver surface with electrocautery according to HYPER. Local lactates were measured on blood samples from the liver surface in both ischemic and perfused segments using a strip-based device. At the same areas, confocal endomicroscopy was performed.

Results

After ligation, HSI demonstrated a significantly lower oxygenation (NIR index) in the left medial lobe (LML) (0.27% ± 0.21) when compared to the right medial lobe (RML) (58.60% ± 12.08; p = 0.0015). Capillary lactates were significantly higher (3.07 mmol/L ± 0.84 vs. 1.33 ± 0.71 mmol/L; p = 0.0356) in the LML versus RML, respectively. Concordantly, confocal videos demonstrated the absence of blood flow in the LML and normal perfusion in the RML.

Conclusions

HYPER has made it possible to correctly identify the demarcation line and quantify surface liver oxygenation. HYPER could be an intraoperative tool to guide perfusion-based demarcation line assessment and segmentation.
Appendix
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Literature
1.
go back to reference Makuuchi M, Hasegawa H, Yamazaki S (1985) Ultrasonically guided subsegmentectomy. Surg Gynecol Obstet 161:346–350PubMed Makuuchi M, Hasegawa H, Yamazaki S (1985) Ultrasonically guided subsegmentectomy. Surg Gynecol Obstet 161:346–350PubMed
2.
go back to reference Takasaki K (1998) Glissonean pedicle transection method for hepatic resection: a new concept of liver segmentation. J Hepatobiliary Pancreat Surg 5:286–291CrossRef Takasaki K (1998) Glissonean pedicle transection method for hepatic resection: a new concept of liver segmentation. J Hepatobiliary Pancreat Surg 5:286–291CrossRef
3.
go back to reference Inoue Y, Arita J, Sakamoto T, Ono Y, Takahashi M, Takahashi Y, Kokudo N, Saiura A (2015) Anatomical liver resections guided by 3-dimensional parenchymal staining using fusion indocyanine green fluorescence imaging. Ann Surg 262:105–111CrossRef Inoue Y, Arita J, Sakamoto T, Ono Y, Takahashi M, Takahashi Y, Kokudo N, Saiura A (2015) Anatomical liver resections guided by 3-dimensional parenchymal staining using fusion indocyanine green fluorescence imaging. Ann Surg 262:105–111CrossRef
4.
go back to reference Aoki T, Koizumi T, Mansour DA, Fujimori A, Kusano T, Matsuda K, Tashiro Y, Watanabe M, Otsuka K, Murakami M (2020) Ultrasound-guided preoperative positive percutaneous indocyanine green fluorescence staining for laparoscopic anatomical liver resection. J Am Coll Surg 230:e7–e12CrossRef Aoki T, Koizumi T, Mansour DA, Fujimori A, Kusano T, Matsuda K, Tashiro Y, Watanabe M, Otsuka K, Murakami M (2020) Ultrasound-guided preoperative positive percutaneous indocyanine green fluorescence staining for laparoscopic anatomical liver resection. J Am Coll Surg 230:e7–e12CrossRef
5.
go back to reference Ishizawa T, Zuker NB, Kokudo N, Gayet B (2012) Positive and negative staining of hepatic segments by use of fluorescent imaging techniques during laparoscopic hepatectomy. Arch Surg 147:393–394CrossRef Ishizawa T, Zuker NB, Kokudo N, Gayet B (2012) Positive and negative staining of hepatic segments by use of fluorescent imaging techniques during laparoscopic hepatectomy. Arch Surg 147:393–394CrossRef
6.
go back to reference Sakoda M, Ueno S, Iino S, Hiwatashi K, Minami K, Kawasaki Y, Kurahara H, Mataki Y, Maemura K, Uenosono Y, Shinchi H, Natsugoe S (2014) Anatomical laparoscopic hepatectomy for hepatocellular carcinoma using indocyanine green fluorescence imaging. J Laparoendosc Adv Surg Tech A 24:878–882CrossRef Sakoda M, Ueno S, Iino S, Hiwatashi K, Minami K, Kawasaki Y, Kurahara H, Mataki Y, Maemura K, Uenosono Y, Shinchi H, Natsugoe S (2014) Anatomical laparoscopic hepatectomy for hepatocellular carcinoma using indocyanine green fluorescence imaging. J Laparoendosc Adv Surg Tech A 24:878–882CrossRef
7.
go back to reference Mizuno T, Sheth R, Yamamoto M, Kang HS, Yamashita S, Aloia TA, Chun YS, Lee JE, Vauthey JN, Conrad C (2017) Laparoscopic glissonean pedicle transection (Takasaki) for negative fluorescent counterstaining of segment 6. Ann Surg Oncol 24:1046–1047CrossRef Mizuno T, Sheth R, Yamamoto M, Kang HS, Yamashita S, Aloia TA, Chun YS, Lee JE, Vauthey JN, Conrad C (2017) Laparoscopic glissonean pedicle transection (Takasaki) for negative fluorescent counterstaining of segment 6. Ann Surg Oncol 24:1046–1047CrossRef
8.
go back to reference Terasawa M, Ishizawa T, Mise Y, Inoue Y, Ito H, Takahashi Y, Saiura A (2017) Applications of fusion-fluorescence imaging using indocyanine green in laparoscopic hepatectomy. Surg Endosc 31:5111–5118CrossRef Terasawa M, Ishizawa T, Mise Y, Inoue Y, Ito H, Takahashi Y, Saiura A (2017) Applications of fusion-fluorescence imaging using indocyanine green in laparoscopic hepatectomy. Surg Endosc 31:5111–5118CrossRef
9.
go back to reference Nomi T, Hokuto D, Yoshikawa T, Matsuo Y, Sho M (2018) A novel navigation for laparoscopic anatomic liver resection using indocyanine green fluorescence. Ann Surg Oncol 25:3982CrossRef Nomi T, Hokuto D, Yoshikawa T, Matsuo Y, Sho M (2018) A novel navigation for laparoscopic anatomic liver resection using indocyanine green fluorescence. Ann Surg Oncol 25:3982CrossRef
10.
go back to reference Urade T, Sawa H, Iwatani Y, Abe T, Fujinaka R, Murata K, Mii Y, Man-I M, Oka S, Kuroda D (2020) Laparoscopic anatomical liver resection using indocyanine green fluorescence imaging. Asian J Surg 43:362–368CrossRef Urade T, Sawa H, Iwatani Y, Abe T, Fujinaka R, Murata K, Mii Y, Man-I M, Oka S, Kuroda D (2020) Laparoscopic anatomical liver resection using indocyanine green fluorescence imaging. Asian J Surg 43:362–368CrossRef
11.
go back to reference Lu G, Fei B (2014) Medical hyperspectral imaging: a review. J Biomed Opt 19:10901CrossRef Lu G, Fei B (2014) Medical hyperspectral imaging: a review. J Biomed Opt 19:10901CrossRef
12.
go back to reference Akbari H, Uto K, Kosugi Y, Kojima K, Tanaka N (2011) Cancer detection using infrared hyperspectral imaging. Cancer Sci 102:852–857CrossRef Akbari H, Uto K, Kosugi Y, Kojima K, Tanaka N (2011) Cancer detection using infrared hyperspectral imaging. Cancer Sci 102:852–857CrossRef
13.
go back to reference Martinez B, Leon R, Fabelo H, Ortega S, Piñeiro JF, Szolna A, Hernandez M, Espino C, O’Shanahan J, Carrera D, Bisshopp S, Sosa C, Marquez M, Camacho R, Plaza ML, Morera J, Callico M (2019) Most relevant spectral bands identification for brain cancer detection using hyperspectral imaging. Sensors (Basel) 19:5481CrossRef Martinez B, Leon R, Fabelo H, Ortega S, Piñeiro JF, Szolna A, Hernandez M, Espino C, O’Shanahan J, Carrera D, Bisshopp S, Sosa C, Marquez M, Camacho R, Plaza ML, Morera J, Callico M (2019) Most relevant spectral bands identification for brain cancer detection using hyperspectral imaging. Sensors (Basel) 19:5481CrossRef
14.
go back to reference Köhler H, Jansen-Winkeln B, Maktabi M, Barberio M, Takoh J, Holfert N, Moulla Y, Niebisch S, Diana M, Neumuth T, Rabe SM, Chalopin C, Melzer A, Gockel I (2019) Evaluation of hyperspectral imaging (HSI) for the measurement of ischemic conditioning effects of the gastric conduit during esophagectomy. Surg Endosc 33:3775CrossRef Köhler H, Jansen-Winkeln B, Maktabi M, Barberio M, Takoh J, Holfert N, Moulla Y, Niebisch S, Diana M, Neumuth T, Rabe SM, Chalopin C, Melzer A, Gockel I (2019) Evaluation of hyperspectral imaging (HSI) for the measurement of ischemic conditioning effects of the gastric conduit during esophagectomy. Surg Endosc 33:3775CrossRef
15.
go back to reference Jansen-Winkeln B, Maktabi M, Takoh JP, Rabe SM, Barberio M, Köhler H, Neumuth T, Melzer A, Chalopin C, Gockel I (2018) Hyperspectral imaging of gastrointestinal anastomoses. Chirurg 89:717–725CrossRef Jansen-Winkeln B, Maktabi M, Takoh JP, Rabe SM, Barberio M, Köhler H, Neumuth T, Melzer A, Chalopin C, Gockel I (2018) Hyperspectral imaging of gastrointestinal anastomoses. Chirurg 89:717–725CrossRef
16.
go back to reference Zuzak KJ, Naik SC, Alexandrakis G, Hawkins D, Behbehani K, Livingston E (2008) Intraoperative bile duct visualization using near-infrared hyperspectral video imaging. Am J Surg 195:491–497CrossRef Zuzak KJ, Naik SC, Alexandrakis G, Hawkins D, Behbehani K, Livingston E (2008) Intraoperative bile duct visualization using near-infrared hyperspectral video imaging. Am J Surg 195:491–497CrossRef
17.
go back to reference Holmer A, Marotz J, Wahl P, Dau M, Kämmerer PW (2018) Hyperspectral imaging in perfusion and wound diagnostics - methods and algorithms for the determination of tissue parameters. Biomed Tech (Berl) 63:547–556CrossRef Holmer A, Marotz J, Wahl P, Dau M, Kämmerer PW (2018) Hyperspectral imaging in perfusion and wound diagnostics - methods and algorithms for the determination of tissue parameters. Biomed Tech (Berl) 63:547–556CrossRef
18.
go back to reference Barberio M, Longo F, Fiorillo C, Seeliger B, Mascagni P, Agnus V, Lindner V, Geny B, Charles AL, Gockel I, Worreth M, Saadi A, Marescaux J, Diana M (2020) HYPerspectral Enhanced Reality (HYPER): a physiology-based surgical guidance tool. Surg Endosc 34:1736–1744CrossRef Barberio M, Longo F, Fiorillo C, Seeliger B, Mascagni P, Agnus V, Lindner V, Geny B, Charles AL, Gockel I, Worreth M, Saadi A, Marescaux J, Diana M (2020) HYPerspectral Enhanced Reality (HYPER): a physiology-based surgical guidance tool. Surg Endosc 34:1736–1744CrossRef
19.
go back to reference Kilkenny C, Browne W, Cuthill IC, Emerson M, Altman DG (2010) Animal research: reporting in vivo experiments: the ARRIVE guidelines. Br J Pharmacol 160:1577CrossRef Kilkenny C, Browne W, Cuthill IC, Emerson M, Altman DG (2010) Animal research: reporting in vivo experiments: the ARRIVE guidelines. Br J Pharmacol 160:1577CrossRef
20.
go back to reference Bonaventura JM, Sharpe K, Knight E, Fuller KL, Tanner RK, Gore CJ (2015) Reliability and accuracy of six hand-held blood lactate analysers. J Sports Sci Med 14:203–214PubMedPubMedCentral Bonaventura JM, Sharpe K, Knight E, Fuller KL, Tanner RK, Gore CJ (2015) Reliability and accuracy of six hand-held blood lactate analysers. J Sports Sci Med 14:203–214PubMedPubMedCentral
22.
go back to reference Sucher R, Athanasios A, Köhler H, Wagner T, Brunotte M, Lederer A, Gockel I, Seehofer D (2019) Hyperspectral Imaging (HSI) in anatomic left liver resection. Int J Surg Case Rep 62:108–111CrossRef Sucher R, Athanasios A, Köhler H, Wagner T, Brunotte M, Lederer A, Gockel I, Seehofer D (2019) Hyperspectral Imaging (HSI) in anatomic left liver resection. Int J Surg Case Rep 62:108–111CrossRef
23.
go back to reference Diana M, Noll E, Diemunsch P, Moussallieh FM, Namer IJ, Charles AL, Lindner V, Agnus V, Geny B, Marescaux J (2015) Metabolism-guided bowel resection: potential role and accuracy of instant capillary lactates to identify the optimal resection site. Surg Innov 22:453–461CrossRef Diana M, Noll E, Diemunsch P, Moussallieh FM, Namer IJ, Charles AL, Lindner V, Agnus V, Geny B, Marescaux J (2015) Metabolism-guided bowel resection: potential role and accuracy of instant capillary lactates to identify the optimal resection site. Surg Innov 22:453–461CrossRef
24.
go back to reference Diana M, Agnus V, Halvax P, Liu YY, Dallemagne B, Schlagowski AI, Geny B, Diemunsch P, Lindner V, Marescaux J (2015) Intraoperative fluorescence-based enhanced reality laparoscopic real-time imaging to assess bowel perfusion at the anastomotic site in an experimental model. Br J Surg 102:e169–176CrossRef Diana M, Agnus V, Halvax P, Liu YY, Dallemagne B, Schlagowski AI, Geny B, Diemunsch P, Lindner V, Marescaux J (2015) Intraoperative fluorescence-based enhanced reality laparoscopic real-time imaging to assess bowel perfusion at the anastomotic site in an experimental model. Br J Surg 102:e169–176CrossRef
25.
go back to reference Diana M, Noll E, Diemunsch P, Dallemagne B, Benahmed MA, Agnus V, Soler L, Barry B, Namer IJ, Demartines N, Charles AL, Geny B, Marescaux J (2014) Enhanced-reality video fluorescence: a real-time assessment of intestinal viability. Ann Surg 259:700–707CrossRef Diana M, Noll E, Diemunsch P, Dallemagne B, Benahmed MA, Agnus V, Soler L, Barry B, Namer IJ, Demartines N, Charles AL, Geny B, Marescaux J (2014) Enhanced-reality video fluorescence: a real-time assessment of intestinal viability. Ann Surg 259:700–707CrossRef
26.
go back to reference Diana M, Halvax P, Dallemagne B, Nagao Y, Diemunsch P, Charles AL, Agnus V, Soler L, Demartines N, Lindner V, Geny B, Marescaux J (2014) Real-time navigation by fluorescence-based enhanced reality for precise estimation of future anastomotic site in digestive surgery. Surg Endosc 28:3108–3118CrossRef Diana M, Halvax P, Dallemagne B, Nagao Y, Diemunsch P, Charles AL, Agnus V, Soler L, Demartines N, Lindner V, Geny B, Marescaux J (2014) Real-time navigation by fluorescence-based enhanced reality for precise estimation of future anastomotic site in digestive surgery. Surg Endosc 28:3108–3118CrossRef
27.
go back to reference Diana M, Noll E, Charles AL, Diemunsch P, Geny B, Liu YY, Marchegiani F, Schiraldi L, Agnus V, Lindner V, Swanstrom L, Dallemagne B, Marescaux J (2017) Precision real-time evaluation of bowel perfusion: accuracy of confocal endomicroscopy assessment of stoma in a controlled hemorrhagic shock model. Surg Endosc 31:680–691CrossRef Diana M, Noll E, Charles AL, Diemunsch P, Geny B, Liu YY, Marchegiani F, Schiraldi L, Agnus V, Lindner V, Swanstrom L, Dallemagne B, Marescaux J (2017) Precision real-time evaluation of bowel perfusion: accuracy of confocal endomicroscopy assessment of stoma in a controlled hemorrhagic shock model. Surg Endosc 31:680–691CrossRef
28.
go back to reference Zuzak KJ, Naik SC, Alexandrakis G, Hawkins D, Behbehani K, Livingston EH (2007) Characterization of a near-infrared laparoscopic hyperspectral imaging system for minimally invasive surgery. Anal Chem 79:4709–4715CrossRef Zuzak KJ, Naik SC, Alexandrakis G, Hawkins D, Behbehani K, Livingston EH (2007) Characterization of a near-infrared laparoscopic hyperspectral imaging system for minimally invasive surgery. Anal Chem 79:4709–4715CrossRef
Metadata
Title
Hyperspectral enhanced reality (HYPER) for anatomical liver resection
Authors
Takeshi Urade
Eric Felli
Manuel Barberio
Mahdi Al-Taher
Emanuele Felli
Laurent Goffin
Vincent Agnus
Giuseppe Maria Ettorre
Jacques Marescaux
Didier Mutter
Michele Diana
Publication date
01-04-2021
Publisher
Springer US
Published in
Surgical Endoscopy / Issue 4/2021
Print ISSN: 0930-2794
Electronic ISSN: 1432-2218
DOI
https://doi.org/10.1007/s00464-020-07586-5

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