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Erschienen in: European Radiology 5/2019

06.11.2018 | Interventional

Volumetric 3D assessment of ablation zones after thermal ablation of colorectal liver metastases to improve prediction of local tumor progression

Erschienen in: European Radiology | Ausgabe 5/2019

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Abstract

Purpose

The goal of this study was to develop and evaluate a volumetric three-dimensional (3D) approach to improve the accuracy of ablation margin assessment following thermal ablation of hepatic tumors.

Methods

The 3D margin assessment technique was developed to generate the new 3D assessment metrics: volumes of insufficient coverage (VICs) measuring volume of tissue at risk post-ablation. VICs were computed for the tumor and tumor plus theoretical 5- and 10-mm margins. The diagnostic accuracy of the 3D assessment to predict 2-year local tumor progression (LTP) was compared to that of manual 2D assessment using retrospective analysis of a patient cohort that has previously been reported as a part of an outcome-centered study. Eighty-six consecutive patients with 108 colorectal cancer liver metastases treated with radiofrequency ablation (2002–2012) were used for evaluation. The 2-year LTP discrimination power was assessed using receiver operating characteristic area under the curve (AUC) analysis.

Results

A 3D assessment of margins was successfully completed for 93 out of 108 tumors. The minimum margin size measured using the 3D method had higher discrimination power compared with the 2D method, with an AUC value of 0.893 vs. 0.790 (p = 0.01). The new 5-mm VIC metric had the highest 2-year LTP discrimination power with an AUC value of 0.923 (p = 0.004).

Conclusions

Volumetric semi-automated 3D assessment of the ablation zone in the liver is feasible and can improve accuracy of 2-year LTP prediction following thermal ablation of hepatic tumors.

Key Points

• More accurate prediction of local tumor progression risk using volumetric 3D ablation zone assessment can help improve the efficacy of image-guided percutaneous thermal ablation of hepatic tumors.
• The accuracy of evaluation of ablation zone margins after thermal ablation of colorectal liver metastases can be improved using a volumetric 3D semi-automated assessment approach and the volume of insufficient coverage assessment metric.
• The new 5-mm volume-of-insufficient-coverage metric, indicating the volume of tumor plus 5-mm margin that remained untreated, had the highest 2-year local tumor progression discrimination power.
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Literatur
1.
Zurück zum Zitat Gillams A, Lees W (2009) Five-year survival in 309 patients with colorectal liver metastases treated with radiofrequency ablation. Eur Radiol 19(5):1206–1213CrossRefPubMed Gillams A, Lees W (2009) Five-year survival in 309 patients with colorectal liver metastases treated with radiofrequency ablation. Eur Radiol 19(5):1206–1213CrossRefPubMed
2.
Zurück zum Zitat Stang A, Fischbach R, Teichmann W, Bokemeyer C, Braumann D (2009) A systematic review on the clinical benefit and role of radiofrequency ablation as treatment of colorectal liver metastases. Eur J Cancer 45(10):1748–1756CrossRefPubMed Stang A, Fischbach R, Teichmann W, Bokemeyer C, Braumann D (2009) A systematic review on the clinical benefit and role of radiofrequency ablation as treatment of colorectal liver metastases. Eur J Cancer 45(10):1748–1756CrossRefPubMed
3.
Zurück zum Zitat Gillams A, Goldberg N, Ahmed M et al (2015) Thermal ablation of colorectal liver metastases: a position paper by an international panel of ablation experts, The Interventional Oncology Sans Frontières meeting 2013. Eur Radiol 25(12):3438–3454CrossRefPubMedPubMedCentral Gillams A, Goldberg N, Ahmed M et al (2015) Thermal ablation of colorectal liver metastases: a position paper by an international panel of ablation experts, The Interventional Oncology Sans Frontières meeting 2013. Eur Radiol 25(12):3438–3454CrossRefPubMedPubMedCentral
4.
Zurück zum Zitat Loveman E, Jones J, Clegg AJ et al (2014) The clinical effectiveness and cost-effectiveness of ablative therapies in the management of liver metastases: systematic review and economic evaluation. Health Technol Assess 18(7):1–283CrossRef Loveman E, Jones J, Clegg AJ et al (2014) The clinical effectiveness and cost-effectiveness of ablative therapies in the management of liver metastases: systematic review and economic evaluation. Health Technol Assess 18(7):1–283CrossRef
5.
Zurück zum Zitat van Amerongen MJ, Jenniskens SF, van den Boezem PB, Fütterer JJ, de Wilt JH (2017) Radiofrequency ablation compared to surgical resection for curative treatment of patients with colorectal liver metastases–a meta-analysis. HPB(Oxford) 19(9):749–756 van Amerongen MJ, Jenniskens SF, van den Boezem PB, Fütterer JJ, de Wilt JH (2017) Radiofrequency ablation compared to surgical resection for curative treatment of patients with colorectal liver metastases–a meta-analysis. HPB(Oxford) 19(9):749–756
6.
Zurück zum Zitat Solbiati L, Ahmed M, Cova L, Ierace T, Brioschi M, Goldberg SN (2012) Small liver colorectal metastases treated with percutaneous radiofrequency ablation: local response rate and long-term survival with up to 10-year follow-up. Radiology 265(3):958–968CrossRefPubMed Solbiati L, Ahmed M, Cova L, Ierace T, Brioschi M, Goldberg SN (2012) Small liver colorectal metastases treated with percutaneous radiofrequency ablation: local response rate and long-term survival with up to 10-year follow-up. Radiology 265(3):958–968CrossRefPubMed
7.
Zurück zum Zitat Hamada A, Yamakado K, Nakatsuka A et al (2012) Radiofrequency ablation for colorectal liver metastases: prognostic factors in non-surgical candidates. Jpn J Radiol 30(7):567–574CrossRefPubMed Hamada A, Yamakado K, Nakatsuka A et al (2012) Radiofrequency ablation for colorectal liver metastases: prognostic factors in non-surgical candidates. Jpn J Radiol 30(7):567–574CrossRefPubMed
8.
Zurück zum Zitat Napoleone M, Kielar AZ, Hibbert R, Saif S, Kwan BY (2016) Local tumor progression patterns after radiofrequency ablation of colorectal cancer liver metastases. Diagn Interv Radiol 22(6):548CrossRefPubMedPubMedCentral Napoleone M, Kielar AZ, Hibbert R, Saif S, Kwan BY (2016) Local tumor progression patterns after radiofrequency ablation of colorectal cancer liver metastases. Diagn Interv Radiol 22(6):548CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Shady W, Petre EN, Gonen M et al (2015) Percutaneous radiofrequency ablation of colorectal cancer liver metastases: factors affecting outcomes—a 10-year experience at a single center. Radiology 278(2):601–611CrossRefPubMed Shady W, Petre EN, Gonen M et al (2015) Percutaneous radiofrequency ablation of colorectal cancer liver metastases: factors affecting outcomes—a 10-year experience at a single center. Radiology 278(2):601–611CrossRefPubMed
10.
Zurück zum Zitat Meijerink MR, Puijk RS, van Tilborg AAJM et al (2018) Radiofrequency and microwave ablation compared to systemic chemotherapy and to partial hepatectomy in the treatment of colorectal liver metastases: a systematic review and meta-analysis. Cardiovasc Intervent Radiol 41(8):1189–1204CrossRefPubMedPubMedCentral Meijerink MR, Puijk RS, van Tilborg AAJM et al (2018) Radiofrequency and microwave ablation compared to systemic chemotherapy and to partial hepatectomy in the treatment of colorectal liver metastases: a systematic review and meta-analysis. Cardiovasc Intervent Radiol 41(8):1189–1204CrossRefPubMedPubMedCentral
11.
Zurück zum Zitat Jeon SH, Cho YK, Choi SA, Kim MY, Lee HS (2017) Analysis of factors affecting local tumor progression of colorectal cancer liver metastasis after radiofrequency ablation. J Korean Soc Radiol 76(3):179–186CrossRef Jeon SH, Cho YK, Choi SA, Kim MY, Lee HS (2017) Analysis of factors affecting local tumor progression of colorectal cancer liver metastasis after radiofrequency ablation. J Korean Soc Radiol 76(3):179–186CrossRef
12.
Zurück zum Zitat Shady W, Petre EN, Do KG et al (2017) Percutaneous microwave versus radiofrequency ablation of colorectal liver metastases: ablation with clear margins (A0) provides the best local tumor control. J Vasc Interv Radiol 29(2):268–275CrossRefPubMedPubMedCentral Shady W, Petre EN, Do KG et al (2017) Percutaneous microwave versus radiofrequency ablation of colorectal liver metastases: ablation with clear margins (A0) provides the best local tumor control. J Vasc Interv Radiol 29(2):268–275CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Wang X, Sofocleous CT, Erinjeri JP et al (2013) Margin size is an independent predictor of local tumor progression after ablation of colon cancer liver metastases. Cardiovasc Intervent Radiol 36(1):166–175CrossRefPubMed Wang X, Sofocleous CT, Erinjeri JP et al (2013) Margin size is an independent predictor of local tumor progression after ablation of colon cancer liver metastases. Cardiovasc Intervent Radiol 36(1):166–175CrossRefPubMed
14.
Zurück zum Zitat Wakai T, Shirai Y, Sakata J et al (2008) Appraisal of 1 cm hepatectomy margins for intrahepatic micrometastases in patients with colorectal carcinoma liver metastasis. Ann Surg Oncol 15(9):2472–2481CrossRefPubMed Wakai T, Shirai Y, Sakata J et al (2008) Appraisal of 1 cm hepatectomy margins for intrahepatic micrometastases in patients with colorectal carcinoma liver metastasis. Ann Surg Oncol 15(9):2472–2481CrossRefPubMed
15.
Zurück zum Zitat Ahmed M, Solbiati L, Brace CL et al (2014) Image-guided tumor ablation: standardization of terminology and reporting criteria—a 10-year update. J Vasc Interv Radiol 25(11):1691–1705CrossRefPubMedPubMedCentral Ahmed M, Solbiati L, Brace CL et al (2014) Image-guided tumor ablation: standardization of terminology and reporting criteria—a 10-year update. J Vasc Interv Radiol 25(11):1691–1705CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Puijk RS, Ruarus AH, Scheffer HJ et al (2018) Percutaneous liver tumour ablation: image guidance, endpoint assessment, and quality control. Can Assoc Radiol J 69(1):51–62CrossRefPubMed Puijk RS, Ruarus AH, Scheffer HJ et al (2018) Percutaneous liver tumour ablation: image guidance, endpoint assessment, and quality control. Can Assoc Radiol J 69(1):51–62CrossRefPubMed
17.
Zurück zum Zitat Nakazawa T, Kokubu S, Shibuya A et al (2007) Radiofrequency ablation of hepatocellular carcinoma: correlation between local tumor progression after ablation and ablative margin. AJR Am J Roentgenol 188(2):480–488CrossRefPubMed Nakazawa T, Kokubu S, Shibuya A et al (2007) Radiofrequency ablation of hepatocellular carcinoma: correlation between local tumor progression after ablation and ablative margin. AJR Am J Roentgenol 188(2):480–488CrossRefPubMed
18.
Zurück zum Zitat Vogl TJ, Basten LM, Nour-Eldin N-EA et al (2017) Evaluation of microwave ablation of liver malignancy with enabled constant spatial energy control to achieve a predictable spherical ablation zone. Int J Hyperth 34(4):492–500CrossRef Vogl TJ, Basten LM, Nour-Eldin N-EA et al (2017) Evaluation of microwave ablation of liver malignancy with enabled constant spatial energy control to achieve a predictable spherical ablation zone. Int J Hyperth 34(4):492–500CrossRef
19.
Zurück zum Zitat Goldberg SN, Grassi CJ, Cardella JF et al (2009) Image-guided tumor ablation: standardization of terminology and reporting criteria. J Vasc Interv Radiol 20(7):S377–SS90CrossRefPubMed Goldberg SN, Grassi CJ, Cardella JF et al (2009) Image-guided tumor ablation: standardization of terminology and reporting criteria. J Vasc Interv Radiol 20(7):S377–SS90CrossRefPubMed
20.
Zurück zum Zitat Silverman SG, Sun MR, Tuncali K et al (2004) Three-dimensional assessment of MRI-guided percutaneous cryotherapy of liver metastases. AJR Am J Roentgenol 183(3):707–712CrossRefPubMed Silverman SG, Sun MR, Tuncali K et al (2004) Three-dimensional assessment of MRI-guided percutaneous cryotherapy of liver metastases. AJR Am J Roentgenol 183(3):707–712CrossRefPubMed
21.
Zurück zum Zitat Passera K, Selvaggi S, Scaramuzza D, Garbagnati F, Vergnaghi D, Mainardi L (2013) Radiofrequency ablation of liver tumors: quantitative assessment of tumor coverage through CT image processing. BMC Med Imaging 13(1):3CrossRefPubMedPubMedCentral Passera K, Selvaggi S, Scaramuzza D, Garbagnati F, Vergnaghi D, Mainardi L (2013) Radiofrequency ablation of liver tumors: quantitative assessment of tumor coverage through CT image processing. BMC Med Imaging 13(1):3CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Makino Y, Imai Y, Igura T et al (2015) Comparative evaluation of three-dimensional Gd-EOB-DTPA-enhanced MR fusion imaging with CT fusion imaging in the assessment of treatment effect of radiofrequency ablation of hepatocellular carcinoma. Abdom Imaging 40(1):102–111CrossRefPubMed Makino Y, Imai Y, Igura T et al (2015) Comparative evaluation of three-dimensional Gd-EOB-DTPA-enhanced MR fusion imaging with CT fusion imaging in the assessment of treatment effect of radiofrequency ablation of hepatocellular carcinoma. Abdom Imaging 40(1):102–111CrossRefPubMed
23.
Zurück zum Zitat Hocquelet A, Trillaud H, Frulio N et al (2016) Three-dimensional measurement of hepatocellular carcinoma ablation zones and margins for predicting local tumor progression. J Vasc Interv Radiol 27(7):1038–1045CrossRefPubMed Hocquelet A, Trillaud H, Frulio N et al (2016) Three-dimensional measurement of hepatocellular carcinoma ablation zones and margins for predicting local tumor progression. J Vasc Interv Radiol 27(7):1038–1045CrossRefPubMed
24.
Zurück zum Zitat Kim KW, Lee JM, Klotz E et al (2011) Safety margin assessment after radiofrequency ablation of the liver using registration of preprocedure and postprocedure CT images. AJR Am J Roentgenol 196(5):W565–WW72CrossRefPubMed Kim KW, Lee JM, Klotz E et al (2011) Safety margin assessment after radiofrequency ablation of the liver using registration of preprocedure and postprocedure CT images. AJR Am J Roentgenol 196(5):W565–WW72CrossRefPubMed
25.
Zurück zum Zitat Sakakibara M, Ohkawa K, Katayama K et al (2014) Three-dimensional registration of images obtained before and after radiofrequency ablation of hepatocellular carcinoma to assess treatment adequacy. AJR Am J Roentgenol 202(5):W487–WW95CrossRefPubMed Sakakibara M, Ohkawa K, Katayama K et al (2014) Three-dimensional registration of images obtained before and after radiofrequency ablation of hepatocellular carcinoma to assess treatment adequacy. AJR Am J Roentgenol 202(5):W487–WW95CrossRefPubMed
26.
Zurück zum Zitat Shin S, Lee JM, Kim KW et al (2014) Postablation assessment using follow-up registration of CT images before and after radiofrequency ablation (RFA): prospective evaluation of midterm therapeutic results of RFA for hepatocellular carcinoma. AJR Am J Roentgenol 203(1):70–77CrossRefPubMed Shin S, Lee JM, Kim KW et al (2014) Postablation assessment using follow-up registration of CT images before and after radiofrequency ablation (RFA): prospective evaluation of midterm therapeutic results of RFA for hepatocellular carcinoma. AJR Am J Roentgenol 203(1):70–77CrossRefPubMed
27.
Zurück zum Zitat Tani S, Tatli S, Hata N et al (2016) Three-dimensional quantitative assessment of ablation margins based on registration of pre-and post-procedural MRI and distance map. Int J Comput Assist Radiol Surg 11(6):1133–1142CrossRefPubMedPubMedCentral Tani S, Tatli S, Hata N et al (2016) Three-dimensional quantitative assessment of ablation margins based on registration of pre-and post-procedural MRI and distance map. Int J Comput Assist Radiol Surg 11(6):1133–1142CrossRefPubMedPubMedCentral
Metadaten
Titel
Volumetric 3D assessment of ablation zones after thermal ablation of colorectal liver metastases to improve prediction of local tumor progression
Publikationsdatum
06.11.2018
Erschienen in
European Radiology / Ausgabe 5/2019
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-018-5809-0

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