Parametric response mapping of dynamic CT for predicting intrahepatic recurrence of hepatocellular carcinoma after conventional transcatheter arterial chemoembolization

Seung Joon Choi, Jonghoon Kim, Jongbum Seo, Hyung Sik Kim, Jong min Lee, Hyunjin Park

Research output: Contribution to journalArticle

7 Citations (Scopus)

Abstract

Objectives: The aim of our study was to determine the diagnostic value of a novel image analysis method called parametric response mapping (PRM) for prediction of intrahepatic recurrence of hepatocellular carcinoma (HCC) treated with conventional transcatheter arterial chemoembolization (TACE). Methods: This retrospective study was approved by the IRB. We recruited 55 HCC patients who achieved complete remission (CR) after TACE and received longitudinal multiphasic liver computed tomography (CT). The patients fell into two groups: the recurrent tumour group (n = 29) and the non-recurrent tumour group (n = 26). We applied the PRM analysis to see if this technique could distinguish between the two groups. The results of the PRM analysis were incorporated into a prediction algorithm. We retrospectively removed data from the last time point and attempted to predict the response to therapy of the removed data. Results: The PRM analysis was able to distinguish between the non-recurrent and recurrent groups successfully. The prediction algorithm detected response to therapy with an area under the curve (AUC) of 0.76, while the manual approach had AUC 0.64. Conclusions: Adopting PRM analysis can potentially distinguish between recurrent and non-recurrent HCCs and allow for prediction of response to therapy after TACE. Key Points: • Parametric response mapping (PRM) could help assess patients with recurrent HCCs after TACE. • Parametric response mapping could direct patients to individualized therapy. • Longitudinal CT images were analyzed with advanced image analysis method.

Original languageEnglish
Pages (from-to)225-234
Number of pages10
JournalEuropean Radiology
Volume26
Issue number1
DOIs
Publication statusPublished - 2016 Jan 1

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Hepatocellular Carcinoma
Tomography
Recurrence
Area Under Curve
Research Ethics Committees
Therapeutics
Neoplasms
Retrospective Studies
Liver

All Science Journal Classification (ASJC) codes

  • Radiology Nuclear Medicine and imaging

Cite this

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title = "Parametric response mapping of dynamic CT for predicting intrahepatic recurrence of hepatocellular carcinoma after conventional transcatheter arterial chemoembolization",
abstract = "Objectives: The aim of our study was to determine the diagnostic value of a novel image analysis method called parametric response mapping (PRM) for prediction of intrahepatic recurrence of hepatocellular carcinoma (HCC) treated with conventional transcatheter arterial chemoembolization (TACE). Methods: This retrospective study was approved by the IRB. We recruited 55 HCC patients who achieved complete remission (CR) after TACE and received longitudinal multiphasic liver computed tomography (CT). The patients fell into two groups: the recurrent tumour group (n = 29) and the non-recurrent tumour group (n = 26). We applied the PRM analysis to see if this technique could distinguish between the two groups. The results of the PRM analysis were incorporated into a prediction algorithm. We retrospectively removed data from the last time point and attempted to predict the response to therapy of the removed data. Results: The PRM analysis was able to distinguish between the non-recurrent and recurrent groups successfully. The prediction algorithm detected response to therapy with an area under the curve (AUC) of 0.76, while the manual approach had AUC 0.64. Conclusions: Adopting PRM analysis can potentially distinguish between recurrent and non-recurrent HCCs and allow for prediction of response to therapy after TACE. Key Points: • Parametric response mapping (PRM) could help assess patients with recurrent HCCs after TACE. • Parametric response mapping could direct patients to individualized therapy. • Longitudinal CT images were analyzed with advanced image analysis method.",
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Parametric response mapping of dynamic CT for predicting intrahepatic recurrence of hepatocellular carcinoma after conventional transcatheter arterial chemoembolization. / Choi, Seung Joon; Kim, Jonghoon; Seo, Jongbum; Kim, Hyung Sik; Lee, Jong min; Park, Hyunjin.

In: European Radiology, Vol. 26, No. 1, 01.01.2016, p. 225-234.

Research output: Contribution to journalArticle

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AU - Kim, Hyung Sik

AU - Lee, Jong min

AU - Park, Hyunjin

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