Skip to main content
Top
Published in: Annals of Surgical Oncology 4/2015

01-04-2015 | Hepatobiliary Tumors

Using Dynamic 99mTc-GSA SPECT/CT Fusion Images for Hepatectomy Planning and Postoperative Liver Failure Prediction

Authors: Yilei Mao, MD, Shunda Du, MD, Jiantao Ba, MB, Fang Li, MD, Huayu Yang, MD, Xin Lu, MD, Xinting Sang, MD, Shaohua Li, MD, Lu Che, MD, Junxiang Tong, MD, Yiyao Xu, MD, Haifeng Xu, MD, Haitao Zhao, MD, Tianyi Chi, MD, Fang Liu, BN, Yanrong Du, MD, Xianzhong Zhang, CD, Xuebin Wang, CD, Jiahong Dong, MD, Shouxian Zhong, MD, Jiefu Huang, MD, Yongming Yu, MD, Jiping Wang, MD

Published in: Annals of Surgical Oncology | Issue 4/2015

Login to get access

Abstract

Background

Available tools in liver surgery planning rely on the future remnant liver (FRL) volume. Inappropriate decision might be made since the same FRL volume might represent different liver functions depending on the severity of underlying liver damage. This study developed an alternative system to estimate FRL function and to predict the risk of postoperative liver failure.

Methods

Current study recruited 71 prehepatectomy patients and 71 healthy volunteers. A technetium-99-labelled asialoglycoproteins was given to participants and SPECT was used to capture the intensity of the signal, represented by uptake index (UI). The agreement between preoperative UI values, liver function tests, and Child scores were evaluated. Linear regression was used to evaluate the agreement between predicted UI for FRL and postoperative UI values. Area under the receiver operating characteristic (AUC) curve was used to evaluate the discriminative performance of UI in differentiating patient with high risk of liver failure.

Results

Preoperative UIs are highly correlated with Child score (P < 0.0001), especially to identify patients with ascites and elevated bilirubin. The predicted UIs were in close agreement with the actual postoperative UI values (r = 0.95 P < 0.001). The AUC analysis indicated that UI values had a high accuracy in predicting the risk of liver failure (AUC = 0.95, P < 0.0001). The best cut-off point was 0.9 and the corresponding sensitivity was 100 % and specificity was 92 %.

Conclusions

The new methodology reliably estimates FRL function and predicts the risk of liver failure. It provides a visual aid for liver surgeon in surgery planning and risk assessment.
Appendix
Available only for authorised users
Literature
1.
go back to reference Parkin DM, Bray F, Ferlay J, Pisani P. Global cancer statistics, 2002. CA Cancer J Clin. 2005;55:74–108.CrossRefPubMed Parkin DM, Bray F, Ferlay J, Pisani P. Global cancer statistics, 2002. CA Cancer J Clin. 2005;55:74–108.CrossRefPubMed
2.
3.
go back to reference Chen JG, Zhang SW. Liver cancer epidemic in China: past, present and future. Semin Cancer Biol. 2011;21:59–69.CrossRefPubMed Chen JG, Zhang SW. Liver cancer epidemic in China: past, present and future. Semin Cancer Biol. 2011;21:59–69.CrossRefPubMed
4.
go back to reference O’Connor S, Ward J, M Watson, B Momin, LC Richardson. Hepatocellular carcinoma—United States, 2001–2006. MMWR Morbidity and Mortality Weekly Report. 2010; 59:4. O’Connor S, Ward J, M Watson, B Momin, LC Richardson. Hepatocellular carcinoma—United States, 2001–2006. MMWR Morbidity and Mortality Weekly Report. 2010; 59:4.
5.
go back to reference Ascha MS, Hanouneh IA, Lopez R, Tamimi TA, Feldstein AF, Zein NN. The incidence and risk factors of hepatocellular carcinoma in patients with nonalcoholic steatohepatitis. Hepatology. 2010;51:1972–8.CrossRefPubMed Ascha MS, Hanouneh IA, Lopez R, Tamimi TA, Feldstein AF, Zein NN. The incidence and risk factors of hepatocellular carcinoma in patients with nonalcoholic steatohepatitis. Hepatology. 2010;51:1972–8.CrossRefPubMed
6.
go back to reference Hassan MM, Curley SA, Li D, Kaseb A, Davila M, Abdalla EK, Javle M, Moghazy DM, Lozano RD, Abbruzzese JL, Vauthey JN. Association of diabetes duration and diabetes treatment with the risk of hepatocellular carcinoma. Cancer. 2010;116:1938–46.CrossRefPubMedCentralPubMed Hassan MM, Curley SA, Li D, Kaseb A, Davila M, Abdalla EK, Javle M, Moghazy DM, Lozano RD, Abbruzzese JL, Vauthey JN. Association of diabetes duration and diabetes treatment with the risk of hepatocellular carcinoma. Cancer. 2010;116:1938–46.CrossRefPubMedCentralPubMed
7.
go back to reference Llovet JM. Updated treatment approach to hepatocellular carcinoma. J Gastroenterol. 2005;40:225–35.CrossRefPubMed Llovet JM. Updated treatment approach to hepatocellular carcinoma. J Gastroenterol. 2005;40:225–35.CrossRefPubMed
8.
go back to reference Kohn GP, Nikfarjam M. The effect of surgical volume and the provision of residency and fellowship training on complications of major hepatic resection. J Gastrointest Surg. 2010;14:1981–9.CrossRefPubMed Kohn GP, Nikfarjam M. The effect of surgical volume and the provision of residency and fellowship training on complications of major hepatic resection. J Gastrointest Surg. 2010;14:1981–9.CrossRefPubMed
9.
go back to reference Sato M, Tateishi R, Yasunaga H, Horiguchi H, Yoshida H, Matsuda S, Koike K. Mortality and morbidity of hepatectomy, radiofrequency ablation, and embolization for hepatocellular carcinoma: a national survey of 54,145 patients. J Gastroenterol. 2012;47:1125–33.CrossRefPubMed Sato M, Tateishi R, Yasunaga H, Horiguchi H, Yoshida H, Matsuda S, Koike K. Mortality and morbidity of hepatectomy, radiofrequency ablation, and embolization for hepatocellular carcinoma: a national survey of 54,145 patients. J Gastroenterol. 2012;47:1125–33.CrossRefPubMed
10.
go back to reference 10.Imamura H, Seyama Y, Kokudo N, Maema A, Sugawara Y, Sano K, Takayama T, Makuuchi M. One thousand fifty-six hepatectomies without mortality in 8 years. Arch Surg. 2003;138:1198–206; discussion 1206CrossRefPubMed 10.Imamura H, Seyama Y, Kokudo N, Maema A, Sugawara Y, Sano K, Takayama T, Makuuchi M. One thousand fifty-six hepatectomies without mortality in 8 years. Arch Surg. 2003;138:1198–206; discussion 1206CrossRefPubMed
11.
12.
go back to reference Hoekstra LT, de Graaf W, Nibourg GA, Heger M, Bennink RJ, Stieger B, van Gulik TM. Physiological and biochemical basis of clinical liver function tests: a review. Ann Surg. 2013;257:27–36.CrossRefPubMed Hoekstra LT, de Graaf W, Nibourg GA, Heger M, Bennink RJ, Stieger B, van Gulik TM. Physiological and biochemical basis of clinical liver function tests: a review. Ann Surg. 2013;257:27–36.CrossRefPubMed
13.
go back to reference Sawamura T, Nakada H, Hazama H, Shiozaki Y, Sameshima Y, Tashiro Y. Hyperasialoglycoproteinemia in patients with chronic liver diseases and/or liver cell carcinoma. Asialoglycoprotein receptor in cirrhosis and liver cell carcinoma. Gastroenterology. 1984;87:1217–21.PubMed Sawamura T, Nakada H, Hazama H, Shiozaki Y, Sameshima Y, Tashiro Y. Hyperasialoglycoproteinemia in patients with chronic liver diseases and/or liver cell carcinoma. Asialoglycoprotein receptor in cirrhosis and liver cell carcinoma. Gastroenterology. 1984;87:1217–21.PubMed
14.
go back to reference Akaki S, Mitsumori A, Kanazawa S, Togami I, Takeda Y, Joja I, Hiraki Y. Technetium-99m-DTPA-galactosyl human serum albumin liver scintigraphy evaluation of regional CT/MRI attenuation/signal intensity differences. J Nucl Med. 1998;39:529–32.PubMed Akaki S, Mitsumori A, Kanazawa S, Togami I, Takeda Y, Joja I, Hiraki Y. Technetium-99m-DTPA-galactosyl human serum albumin liver scintigraphy evaluation of regional CT/MRI attenuation/signal intensity differences. J Nucl Med. 1998;39:529–32.PubMed
15.
go back to reference Miki K, Kubota K, Inoue Y, Vera DR, Makuuchi M. Receptor measurements via Tc-GSA kinetic modeling are proportional to functional hepatocellular mass. J Nucl Med. 2001;42:733–7.PubMed Miki K, Kubota K, Inoue Y, Vera DR, Makuuchi M. Receptor measurements via Tc-GSA kinetic modeling are proportional to functional hepatocellular mass. J Nucl Med. 2001;42:733–7.PubMed
16.
go back to reference Virgolini I, Muller C, Klepetko W, Angelberger P, Bergmann H, O’Grady J, Sinzinger H. Decreased hepatic function in patients with hepatoma or liver metastasis monitored by a hepatocyte specific galactosylated radioligand. Br J Cancer. 1990;61:937–41.CrossRefPubMedCentralPubMed Virgolini I, Muller C, Klepetko W, Angelberger P, Bergmann H, O’Grady J, Sinzinger H. Decreased hepatic function in patients with hepatoma or liver metastasis monitored by a hepatocyte specific galactosylated radioligand. Br J Cancer. 1990;61:937–41.CrossRefPubMedCentralPubMed
17.
go back to reference Du S, Mao Y, Tong J, Li F, Che L, Li S, Yang H, Ba J, Hu N, Xing H, Lu X, Sang X, Zhang X, Wang X, Zhong S. A novel liver function evaluation system using radiopharmacokinetic modeling of technetium-99m-DTPA-galactosyl human serum albumin. Nucl Med Commun. 2013;34:893–9.PubMed Du S, Mao Y, Tong J, Li F, Che L, Li S, Yang H, Ba J, Hu N, Xing H, Lu X, Sang X, Zhang X, Wang X, Zhong S. A novel liver function evaluation system using radiopharmacokinetic modeling of technetium-99m-DTPA-galactosyl human serum albumin. Nucl Med Commun. 2013;34:893–9.PubMed
19.
go back to reference van den Broek MA, Olde Damink SW, Dejong CH, Lang H, Malago M, Jalan R, Saner FH. Liver failure after partial hepatic resection: definition, pathophysiology, risk factors and treatment. Liver Int. 2008;28:767–80.CrossRef van den Broek MA, Olde Damink SW, Dejong CH, Lang H, Malago M, Jalan R, Saner FH. Liver failure after partial hepatic resection: definition, pathophysiology, risk factors and treatment. Liver Int. 2008;28:767–80.CrossRef
20.
go back to reference Imamura H, Sano K, Sugawara Y, Kokudo N, Makuuchi M. Assessment of hepatic reserve for indication of hepatic resection: decision tree incorporating indocyanine green test. J Hepatobiliary Pancreat Surg. 2005;12:16–22.CrossRefPubMed Imamura H, Sano K, Sugawara Y, Kokudo N, Makuuchi M. Assessment of hepatic reserve for indication of hepatic resection: decision tree incorporating indocyanine green test. J Hepatobiliary Pancreat Surg. 2005;12:16–22.CrossRefPubMed
21.
go back to reference Lee CF, Yu MC, Kuo LM, Chan KM, Jan YY, Chen MF, Lee WC. Using indocyanine green test to avoid post-hepatectomy liver dysfunction. Chang Gung Med J. 2007;30:333–8.PubMed Lee CF, Yu MC, Kuo LM, Chan KM, Jan YY, Chen MF, Lee WC. Using indocyanine green test to avoid post-hepatectomy liver dysfunction. Chang Gung Med J. 2007;30:333–8.PubMed
22.
go back to reference Kishi Y, Kopetz S, Chun YS, Palavecino M, Abdalla EK, Vauthey JN. Blood neutrophil-to-lymphocyte ratio predicts survival in patients with colorectal liver metastases treated with systemic chemotherapy. Ann Surg Oncol. 2009;16:614–22.CrossRefPubMed Kishi Y, Kopetz S, Chun YS, Palavecino M, Abdalla EK, Vauthey JN. Blood neutrophil-to-lymphocyte ratio predicts survival in patients with colorectal liver metastases treated with systemic chemotherapy. Ann Surg Oncol. 2009;16:614–22.CrossRefPubMed
23.
go back to reference Ribero D, Abdalla EK, Madoff DC, Donadon M, Loyer EM, Vauthey JN. Portal vein embolization before major hepatectomy and its effects on regeneration, resectability and outcome. Br J Surg. 2007;94:1386–94.CrossRefPubMed Ribero D, Abdalla EK, Madoff DC, Donadon M, Loyer EM, Vauthey JN. Portal vein embolization before major hepatectomy and its effects on regeneration, resectability and outcome. Br J Surg. 2007;94:1386–94.CrossRefPubMed
24.
go back to reference Shirabe K, Shimada M, Gion T, Hasegawa H, Takenaka K, Utsunomiya T, Sugimachi K. Postoperative liver failure after major hepatic resection for hepatocellular carcinoma in the modern era with special reference to remnant liver volume. J Am Coll Surg. 1999;188:304–9.CrossRefPubMed Shirabe K, Shimada M, Gion T, Hasegawa H, Takenaka K, Utsunomiya T, Sugimachi K. Postoperative liver failure after major hepatic resection for hepatocellular carcinoma in the modern era with special reference to remnant liver volume. J Am Coll Surg. 1999;188:304–9.CrossRefPubMed
25.
go back to reference Vauthey JN, Chaoui A, Do KA, Bilimoria MM, Fenstermacher MJ, Charnsangavej C, Hicks M, Alsfasser G, Lauwers G, Hawkins IF, Caridi J. Standardized measurement of the future liver remnant prior to extended liver resection: methodology and clinical associations. Surgery. 2000;127:512–9.CrossRefPubMed Vauthey JN, Chaoui A, Do KA, Bilimoria MM, Fenstermacher MJ, Charnsangavej C, Hicks M, Alsfasser G, Lauwers G, Hawkins IF, Caridi J. Standardized measurement of the future liver remnant prior to extended liver resection: methodology and clinical associations. Surgery. 2000;127:512–9.CrossRefPubMed
26.
go back to reference de Graaf W, Bennink RJ, Vetelainen R, van Gulik TM. Nuclear imaging techniques for the assessment of hepatic function in liver surgery and transplantation. J Nucl Med. 2010;51:742–52.CrossRefPubMed de Graaf W, Bennink RJ, Vetelainen R, van Gulik TM. Nuclear imaging techniques for the assessment of hepatic function in liver surgery and transplantation. J Nucl Med. 2010;51:742–52.CrossRefPubMed
27.
go back to reference Ha-Kawa SK, Tanaka Y. A quantitative model of technetium-99m-DTPA-galactosyl-HSA for the assessment of hepatic blood flow and hepatic binding receptor. J Nucl Med. 1991;32:2233–40.PubMed Ha-Kawa SK, Tanaka Y. A quantitative model of technetium-99m-DTPA-galactosyl-HSA for the assessment of hepatic blood flow and hepatic binding receptor. J Nucl Med. 1991;32:2233–40.PubMed
28.
go back to reference Iimuro Y, Kashiwagi T, Yamanaka J, Hirano T, Saito S, Sugimoto T, Watanabe S, Kuroda N, Okada T, Asano Y, Uyama N, Fujimoto J. Preoperative estimation of asialoglycoprotein receptor expression in the remnant liver from CT/99mTc-GSA SPECT fusion images correlates well with postoperative liver function parameters. J Hepatobiliary Pancreat Sci. 2010;17:673–81.CrossRefPubMed Iimuro Y, Kashiwagi T, Yamanaka J, Hirano T, Saito S, Sugimoto T, Watanabe S, Kuroda N, Okada T, Asano Y, Uyama N, Fujimoto J. Preoperative estimation of asialoglycoprotein receptor expression in the remnant liver from CT/99mTc-GSA SPECT fusion images correlates well with postoperative liver function parameters. J Hepatobiliary Pancreat Sci. 2010;17:673–81.CrossRefPubMed
29.
go back to reference Sasaki N, Shiomi S, Iwata Y, Nishiguchi S, Kuroki T, Kawabe J, Ochi H. Clinical usefulness of scintigraphy with 99mTc-galactosyl-human serum albumin for prognosis of cirrhosis of the liver. J Nucl Med. 1999;40:1652–6.PubMed Sasaki N, Shiomi S, Iwata Y, Nishiguchi S, Kuroki T, Kawabe J, Ochi H. Clinical usefulness of scintigraphy with 99mTc-galactosyl-human serum albumin for prognosis of cirrhosis of the liver. J Nucl Med. 1999;40:1652–6.PubMed
Metadata
Title
Using Dynamic 99mTc-GSA SPECT/CT Fusion Images for Hepatectomy Planning and Postoperative Liver Failure Prediction
Authors
Yilei Mao, MD
Shunda Du, MD
Jiantao Ba, MB
Fang Li, MD
Huayu Yang, MD
Xin Lu, MD
Xinting Sang, MD
Shaohua Li, MD
Lu Che, MD
Junxiang Tong, MD
Yiyao Xu, MD
Haifeng Xu, MD
Haitao Zhao, MD
Tianyi Chi, MD
Fang Liu, BN
Yanrong Du, MD
Xianzhong Zhang, CD
Xuebin Wang, CD
Jiahong Dong, MD
Shouxian Zhong, MD
Jiefu Huang, MD
Yongming Yu, MD
Jiping Wang, MD
Publication date
01-04-2015
Publisher
Springer US
Published in
Annals of Surgical Oncology / Issue 4/2015
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-014-4117-4

Other articles of this Issue 4/2015

Annals of Surgical Oncology 4/2015 Go to the issue