Investig Magn Reson Imaging.  2019 Dec;23(4):351-360. 10.13104/imri.2019.23.4.351.

Noninvasive Biomarker for Predicting Treatment Response to Concurrent Chemoradiotherapy in Patients with Hepatocellular Carcinoma

Affiliations
  • 1Department of Radiology, Yonsei University College of Medicine, Seoul, Korea. radpms@yuhs.ac
  • 2Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea.
  • 3Department of Radiation Oncology, Yonsei University College of Medicine, Seoul, Korea. jsseong@yuhs.ac

Abstract

PURPOSE
To investigate noninvasive biomarkers for predicting treatment response in patients with locally advanced HCC who underwent concurrent chemoradiotherapy (CCRTx).
MATERIALS AND METHODS
Thirty patients (55.5 ± 10.2 years old, M:F = 24:6) who underwent CCRTx due to advanced HCC were enrolled. Contrast-enhanced US (CEUS) and dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) were obtained before and immediately after CCRTx. The third CEUS was obtained at one month after CCRTx was completed. Response was assessed at three months after CCRTx based on RECIST 1.1. Quantitative imaging biomarkers measured with CEUS and MRI were compared between groups. A cutoff value was calculated with ROC analysis. Overall survival (OS) was compared by the Breslow method.
RESULTS
Twenty-five patients were categorized into the non-progression group and five patients were categorized into the progression group. Peak enhancement of the first CEUS before CCRTx (PE1) was significantly lower in the non-progression group (median, 18.6%; IQR, 20.9%) than that in the progression group (median, 59.1%; IQR, 13.5%; P = 0.002). There was no significant difference in other quantitative biomarkers between the two groups. On ROC analysis, with a cutoff value of 42.6% in PE1, the non-progression group was diagnosed with a sensitivity of 90.9% and a specificity of 100%. OS was also significantly longer in patients with PE1 < 42.6% (P = 0.014).
CONCLUSION
Early treatment response and OS could be predicted by PE on CEUS before CCRTx in patients with HCC.

Keyword

Hepatocellular carcinoma; Ultrasonography; Perfusion imaging; Magnetic resonance imaging, Chemoradiotherapy, Biomarkers

MeSH Terms

Biomarkers
Carcinoma, Hepatocellular*
Chemoradiotherapy*
Humans
Magnetic Resonance Imaging
Methods
Perfusion Imaging
Response Evaluation Criteria in Solid Tumors
ROC Curve
Sensitivity and Specificity
Ultrasonography
Biomarkers

Figure

  • Fig. 1 Study protocol. DEC MRI and CEUS were performed before (MRI1 and CEUS1) and immediately after CCRTx (MRI2 and CEUS2). CEUS was also performed one month after CCRTx (CEUS3).

  • Fig. 2 Quantitative analysis of DCE MRI (a) and CEUS (b). (a) ROI was drawn with a dedicated program (Tissue 4D) as large as possible on the axial MR image to include the largest proportion of the tumor in DCE MRI. Ktrans, Kep and Ve values were calculated within the ROI. (b) In CEUS, the ROI was drawn as large as possible on the slice most similar to the MR image using dedicated software and PE, TTP and MTT were calculated.

  • Fig. 3 A 48-year-old male with locally advanced HCC. Huge hypervascular HCC with central necrosis was noted mainly in the left hepatic lobe in pretreatment (a–c), immediate (d–f) and 3 months after the end of CCRTx (g, h). PE was 40.8% in pretreatment CEUS, 47.8% immediately after CCRTx, and 10.2% at one month after CCRTx. (i) Three months after CCRTx was completed, both size and vascularity of the tumor decreased. The patient underwent left extended hemihepatectomy. On pathologic examination, there was 95% tumor necrosis. The patient was followed until the end of this study (December 31, 2016) without tumor recurrence (OS = 1943 days).

  • Fig. 4 Progression-free survival (a) and overall survival (b). Patients with PE < 42.6% showed better progression-free survival (P = 0.020) and overall survival (P = 0.032) than patients with PE ≥ 42.6%.

  • Fig. 5 DWI (a) DCE MRI (b–d) and CEUS (e–g) parameter changes. (a) ADC values (P < 0.001) and (d) Ve (P = 0.025) in DCE MRI significantly increased immediately after CCRTx, whereas the CEUS parameters showed no significant changes (P > 0.05).


Reference

1. Johnson PJ. Non-surgical treatment of hepatocellular carcinoma. HPB (Oxford). 2005; 7:50–55.
2. Bruix J, Reig M, Sherman M. Evidence-based diagnosis, staging, and treatment of patients with hepatocellular carcinoma. Gastroenterology. 2016; 150:835–853.
3. Lee HS, Choi GH, Choi JS, et al. Surgical resection after down-staging of locally advanced hepatocellular carcinoma by localized concurrent chemoradiotherapy. Ann Surg Oncol. 2014; 21:3646–3653.
4. Choi Y, Kim JW, Cha H, Han KH, Seong J. Overall response of both intrahepatic tumor and portal vein tumor thrombosis is a good prognostic factor for hepatocellular carcinoma patients receiving concurrent chemoradiotherapy. J Radiat Res. 2014; 55:113–120.
5. Cho IR, Lee HW, Song KJ, et al. Conditional survival estimate in patients with Barcelona Clinic Liver Cancer stage B/C hepatocellular carcinoma treated with hepatic arterial infusion chemotherapy with/without concurrent radiotherapy. Oncotarget. 2017; 8:79914–79926.
6. Chong JU, Choi GH, Han DH, et al. Downstaging with localized concurrent chemoradiotherapy can identify optimal surgical candidates in hepatocellular carcinoma with portal vein tumor thrombus. Ann Surg Oncol. 2018; 25:3308–3315.
7. Han DH, Joo DJ, Kim MS, et al. Living donor liver transplantation for advanced hepatocellular carcinoma with portal vein tumor thrombosis after concurrent chemoradiation therapy. Yonsei Med J. 2016; 57:1276–1281.
8. Jiang T, Zhu AX, Sahani DV. Established and novel imaging biomarkers for assessing response to therapy in hepatocellular carcinoma. J Hepatol. 2013; 58:169–177.
9. Hsu CY, Shen YC, Yu CW, et al. Dynamic contrast-enhanced magnetic resonance imaging biomarkers predict survival and response in hepatocellular carcinoma patients treated with sorafenib and metronomic tegafur/uracil. J Hepatol. 2011; 55:858–865.
10. Zhu AX, Sahani DV, Duda DG, et al. Efficacy, safety, and potential biomarkers of sunitinib monotherapy in advanced hepatocellular carcinoma: a phase II study. J Clin Oncol. 2009; 27:3027–3035.
11. Wang D, Gaba RC, Jin B, et al. Perfusion reduction at transcatheter intraarterial perfusion MR imaging: a promising intraprocedural biomarker to predict transplant-free survival during chemoembolization of hepatocellular carcinoma. Radiology. 2014; 272:587–597.
12. Liang PC, Ch'ang HJ, Hsu C, Chen LT, Shih TT, Liu TW. Perfusion parameters of dynamic contrast-enhanced magnetic resonance imaging predict outcomes of hepatocellular carcinoma receiving radiotherapy with or without thalidomide. Hepatol Int. 2015; 9:258–268.
13. Zhou JH, Cao LH, Zheng W, Liu M, Han F, Li AH. Contrast-enhanced gray-scale ultrasound for quantitative evaluation of tumor response to chemotherapy: preliminary results with a mouse hepatoma model. AJR Am J Roentgenol. 2011; 196:W13–W17.
14. Zhou J, Zheng W, Cao L, Liu M, Han F, Li A. Antiangiogenic tumor treatment: noninvasive monitoring with contrast pulse sequence imaging for contrast-enhanced grayscale ultrasound. Acad Radiol. 2010; 17:646–651.
15. Merz M, Komljenovic D, Semmler W, Bauerle T. Quantitative contrast-enhanced ultrasound for imaging antiangiogenic treatment response in experimental osteolytic breast cancer bone metastases. Invest Radiol. 2012; 47:422–429.
16. Chung YE, Kim KW. Contrast-enhanced ultrasonography: advance and current status in abdominal imaging. Ultrasonography. 2015; 34:3–18.
17. Minami Y, Kudo M. Imaging modalities for assessment of treatment response to nonsurgical hepatocellular carcinoma therapy: contrast-enhanced US, CT, and MRI. Liver Cancer. 2015; 4:106–114.
18. Han KH, Seong J, Kim JK, Ahn SH, Lee DY, Chon CY. Pilot clinical trial of localized concurrent chemoradiation therapy for locally advanced hepatocellular carcinoma with portal vein thrombosis. Cancer. 2008; 113:995–1003.
19. Kim KA, Park MS, Ji HJ, et al. Diffusion and perfusion MRI prediction of progression-free survival in patients with hepatocellular carcinoma treated with concurrent chemoradiotherapy. J Magn Reson Imaging. 2014; 39:286–292.
20. Korpisalo P, Hytonen JP, Laitinen JT, et al. Ultrasound imaging with bolus delivered contrast agent for the detection of angiogenesis and blood flow irregularities. Am J Physiol Heart Circ Physiol. 2014; 307:H1226–H1232.
21. Park HJ, Griffin RJ, Hui S, Levitt SH, Song CW. Radiation-induced vascular damage in tumors: implications of vascular damage in ablative hypofractionated radiotherapy (SBRT and SRS). Radiat Res. 2012; 177:311–327.
22. Rockwell S, Dobrucki IT, Kim EY, Marrison ST, Vu VT. Hypoxia and radiation therapy: past history, ongoing research, and future promise. Curr Mol Med. 2009; 9:442–458.
23. Zahra MA, Hollingsworth KG, Sala E, Lomas DJ, Tan LT. Dynamic contrast-enhanced MRI as a predictor of tumour response to radiotherapy. Lancet Oncol. 2007; 8:63–74.
24. Niizawa G, Ikegami T, Matsuzaki Y, et al. Monitoring of hepatocellular carcinoma, following proton radiotherapy, with contrast-enhanced color Doppler ultrasonography. J Gastroenterol. 2005; 40:283–290.
25. Thng CH, Koh TS, Collins D, Koh DM. Perfusion imaging in liver MRI. Magn Reson Imaging Clin N Am. 2014; 22:417–432.
26. Chen BB, Hsu CY, Yu CW, et al. Dynamic contrast-enhanced MR imaging of advanced hepatocellular carcinoma: comparison with the liver parenchyma and correlation with the survival of patients receiving systemic therapy. Radiology. 2016; 281:454–464.
27. Hsu C, Yang TS, Huo TI, et al. Vandetanib in patients with inoperable hepatocellular carcinoma: a phase II, randomized, double-blind, placebo-controlled study. J Hepatol. 2012; 56:1097–1103.
28. Liang PC, Ch'ang HJ, Hsu C, Tseng SS, Shih TT, Wu Liu T. Dynamic MRI signals in the second week of radiotherapy relate to treatment outcomes of hepatocellular carcinoma: a preliminary result. Liver Int. 2007; 27:516–528.
Full Text Links
  • IMRI
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr