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Erschienen in: Molecular Imaging and Biology 5/2020

23.03.2020 | Research Article

Metabolic Switch in Hepatocellular Carcinoma Patients Treated with Sorafenib: a Proof-of-Concept Trial

verfasst von: Angelo Castello, Lorenza Rimassa, Nicola Personeni, Tiziana Pressiani, Valeria Smiroldo, Egesta Lopci

Erschienen in: Molecular Imaging and Biology | Ausgabe 5/2020

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Abstract

Background

Sorafenib is a multikinase inhibitor used to treat advanced hepatocellular carcinoma (HCC). Recently, a preclinical trial has shown that response to sorafenib is associated with a metabolic shift towards aerobic glycolysis. To test this observation in humans, we decided to conduct a proof-of-concept trial investigating the role of metabolic shift detected on [18F]FDG PET/CT in predicting survival and tumor response in HCC patients treated with sorafenib.

Methods

We prospectively enrolled advanced HCC patients candidate to sorafenib and undergoing [18F]FDG PET/CT at baseline, at 24 h, and at day 7 following treatment start. Response evaluation was obtained after 8 weeks according to Response Evaluation Criteria in Solid Tumors (RECIST). All clinical variables and metabolic parameters (i.e., SUVmax; metabolic tumor volume, MTV; total lesion glycolysis, TLG; and their variations, Δ) were compared with those of treatment response and correlated to progression-free (PFS) and overall survival (OS).

Results

For this proof-of-concept trial, between August 2016 and August 2018, 13 patients (10 male, 3 female, median age 69) were enrolled. Considering the entire cohort, we demonstrated a significant negative correlation between ΔSUVmax at 24 h and 1 week (rho = − 0.733, p = 0.016). The metabolic shift, as expected, demonstrated median SUVmax, MTV, and TLG after 1 week lower in patients with a stable disease than a progressive disease (p = 0.019). Metabolic parameters and ECOG performance status (PS) resulted significantly correlated to PFS and OS at univariate analysis. On multivariate analysis, only median MTV at 1 week resulted as an independent prognostic factor for PFS (p = 0.033).

Conclusions

As hypothesized, [18F]FDG PET/CT resulted in able to evaluate metabolic shift at 24 h and early treatment response already 1 week after treatment start. Moreover, metabolic parameters and ECOG PS resulted in predictive and prognostic factors to PFS and OS, with MTV at 1 week appearing as an independent predictive factor for PFS.
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Literatur
1.
Zurück zum Zitat Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A (2018) Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68:394–424CrossRef Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A (2018) Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68:394–424CrossRef
2.
Zurück zum Zitat Forner A, Reig M, Bruix J (2018) Hepatocellular carcinoma. Lancet 391(10127):1301–1314CrossRef Forner A, Reig M, Bruix J (2018) Hepatocellular carcinoma. Lancet 391(10127):1301–1314CrossRef
3.
Zurück zum Zitat Kudo M, Finn RS, Qin S, Han KH, Ikeda K, Piscaglia F, Baron A, Park JW, Han G, Jassem J, Blanc JF, Vogel A, Komov D, Evans TRJ, Lopez C, Dutcus C, Guo M, Saito K, Kraljevic S, Tamai T, Ren M, Cheng AL (2018) Lenvatinib versus sorafenib in first-line treatment of patients with unresectable hepatocellular carcinoma: a randomised phase 3 non-inferiority trial. Lancet 391(10126):1163–1173CrossRef Kudo M, Finn RS, Qin S, Han KH, Ikeda K, Piscaglia F, Baron A, Park JW, Han G, Jassem J, Blanc JF, Vogel A, Komov D, Evans TRJ, Lopez C, Dutcus C, Guo M, Saito K, Kraljevic S, Tamai T, Ren M, Cheng AL (2018) Lenvatinib versus sorafenib in first-line treatment of patients with unresectable hepatocellular carcinoma: a randomised phase 3 non-inferiority trial. Lancet 391(10126):1163–1173CrossRef
4.
Zurück zum Zitat Llovet JM, Ricci S, Mazzaferro V, Hilgard P, Gane E, Blanc JF, de Oliveira AC, Santoro A, Raoul JL, Forner A, Schwartz M, Porta C, Zeuzem S, Bolondi L, Greten TF, Galle PR, Seitz JF, Borbath I, Häussinger D, Giannaris T, Shan M, Moscovici M, Voliotis D, Bruix J, SHARP Investigators Study Group (2008) Sorafenib in advanced hepatocellular carcinoma. N Engl J Med 359:378–390CrossRef Llovet JM, Ricci S, Mazzaferro V, Hilgard P, Gane E, Blanc JF, de Oliveira AC, Santoro A, Raoul JL, Forner A, Schwartz M, Porta C, Zeuzem S, Bolondi L, Greten TF, Galle PR, Seitz JF, Borbath I, Häussinger D, Giannaris T, Shan M, Moscovici M, Voliotis D, Bruix J, SHARP Investigators Study Group (2008) Sorafenib in advanced hepatocellular carcinoma. N Engl J Med 359:378–390CrossRef
5.
Zurück zum Zitat Cheng AL, Kang YK, Chen Z, Tsao CJ, Qin S, Kim JS, Luo R, Feng J, Ye S, Yang TS, Xu J, Sun Y, Liang H, Liu J, Wang J, Tak WY, Pan H, Burock K, Zou J, Voliotis D, Guan Z (2009) Efficacy and safety of sorafenib in patients in the Asia-Pacific region with advanced hepatocellular carcinoma: a phase III randomised, double-blind, placebo-controlled trial. Lancet Oncol 10:25–34CrossRef Cheng AL, Kang YK, Chen Z, Tsao CJ, Qin S, Kim JS, Luo R, Feng J, Ye S, Yang TS, Xu J, Sun Y, Liang H, Liu J, Wang J, Tak WY, Pan H, Burock K, Zou J, Voliotis D, Guan Z (2009) Efficacy and safety of sorafenib in patients in the Asia-Pacific region with advanced hepatocellular carcinoma: a phase III randomised, double-blind, placebo-controlled trial. Lancet Oncol 10:25–34CrossRef
6.
Zurück zum Zitat Bruix J, Qin S, Merle P, Granito A, Huang YH, Bodoky G, Pracht M, Yokosuka O, Rosmorduc O, Breder V, Gerolami R, Masi G, Ross PJ, Song T, Bronowicki JP, Ollivier-Hourmand I, Kudo M, Cheng AL, Llovet JM, Finn RS, LeBerre M, Baumhauer A, Meinhardt G, Han G, RESORCE Investigators (2017) Regorafenib for patients with hepatocellular carcinoma who progressed on sorafenib treatment (RESORCE): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet 389:56–66CrossRef Bruix J, Qin S, Merle P, Granito A, Huang YH, Bodoky G, Pracht M, Yokosuka O, Rosmorduc O, Breder V, Gerolami R, Masi G, Ross PJ, Song T, Bronowicki JP, Ollivier-Hourmand I, Kudo M, Cheng AL, Llovet JM, Finn RS, LeBerre M, Baumhauer A, Meinhardt G, Han G, RESORCE Investigators (2017) Regorafenib for patients with hepatocellular carcinoma who progressed on sorafenib treatment (RESORCE): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet 389:56–66CrossRef
7.
Zurück zum Zitat Abou-Alfa GK, Meyer T, Cheng AL, el-Khoueiry AB, Rimassa L, Ryoo BY, Cicin I, Merle P, Chen Y, Park JW, Blanc JF, Bolondi L, Klümpen HJ, Chan SL, Zagonel V, Pressiani T, Ryu MH, Venook AP, Hessel C, Borgman-Hagey AE, Schwab G, Kelley RK (2018) Cabozantinib in patients with advanced and progressing hepatocellular carcinoma. N Engl J Med 379:54–63CrossRef Abou-Alfa GK, Meyer T, Cheng AL, el-Khoueiry AB, Rimassa L, Ryoo BY, Cicin I, Merle P, Chen Y, Park JW, Blanc JF, Bolondi L, Klümpen HJ, Chan SL, Zagonel V, Pressiani T, Ryu MH, Venook AP, Hessel C, Borgman-Hagey AE, Schwab G, Kelley RK (2018) Cabozantinib in patients with advanced and progressing hepatocellular carcinoma. N Engl J Med 379:54–63CrossRef
8.
Zurück zum Zitat Zhu AX, Kang YK, Yen CJ, Finn RS, Galle PR, Llovet JM, Assenat E, Brandi G, Pracht M, Lim HY, Rau KM, Motomura K, Ohno I, Merle P, Daniele B, Shin DB, Gerken G, Borg C, Hiriart JB, Okusaka T, Morimoto M, Hsu Y, Abada PB, Kudo M, REACH-2 study investigators (2019) Ramucirumab after sorafenib in patients with advanced hepatocellular carcinoma and increased α-fetoprotein concentrations (REACH-2): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet Oncol 20:282–296CrossRef Zhu AX, Kang YK, Yen CJ, Finn RS, Galle PR, Llovet JM, Assenat E, Brandi G, Pracht M, Lim HY, Rau KM, Motomura K, Ohno I, Merle P, Daniele B, Shin DB, Gerken G, Borg C, Hiriart JB, Okusaka T, Morimoto M, Hsu Y, Abada PB, Kudo M, REACH-2 study investigators (2019) Ramucirumab after sorafenib in patients with advanced hepatocellular carcinoma and increased α-fetoprotein concentrations (REACH-2): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet Oncol 20:282–296CrossRef
9.
Zurück zum Zitat Chiou JF, Tai CJ, Wang YH, Liu TZ, Jen YM, Shiau CY (2009) Sorafenib induces preferential apoptotic killing of a drug- and radio-resistant Hep G2 cells through a mitochondria-dependent oxidative stress mechanism. Cancer Biol Ther 8:1904–1913CrossRef Chiou JF, Tai CJ, Wang YH, Liu TZ, Jen YM, Shiau CY (2009) Sorafenib induces preferential apoptotic killing of a drug- and radio-resistant Hep G2 cells through a mitochondria-dependent oxidative stress mechanism. Cancer Biol Ther 8:1904–1913CrossRef
10.
Zurück zum Zitat Coriat R, Nicco C, Chéreau C, Mir O, Alexandre J, Ropert S, Weill B, Chaussade S, Goldwasser F, Batteux F (2012) Sorafenib-induced hepatocellular carcinoma cell death depends on reactive oxygen species production in vitro and in vivo. Mol Cancer Ther 11:2284–2293CrossRef Coriat R, Nicco C, Chéreau C, Mir O, Alexandre J, Ropert S, Weill B, Chaussade S, Goldwasser F, Batteux F (2012) Sorafenib-induced hepatocellular carcinoma cell death depends on reactive oxygen species production in vitro and in vivo. Mol Cancer Ther 11:2284–2293CrossRef
11.
Zurück zum Zitat Tesori V, Piscaglia AC, Samengo D et al (2015) The multikinase inhibitor Sorafenib enhances glycolysis and synergizes with glycolysis blockade for cancer cell killing. Sci Rep 5:9149CrossRef Tesori V, Piscaglia AC, Samengo D et al (2015) The multikinase inhibitor Sorafenib enhances glycolysis and synergizes with glycolysis blockade for cancer cell killing. Sci Rep 5:9149CrossRef
12.
Zurück zum Zitat Warburg O (1956) On respiratory impairment in cancer cells. Science 124:269–270PubMed Warburg O (1956) On respiratory impairment in cancer cells. Science 124:269–270PubMed
13.
Zurück zum Zitat Hyun SH, Eo JS, Lee JW, Choi JY, Lee KH, Na SJ, Hong IK, Oh JK, Chung YA, Song BI, Kim TS, Kim KS, Moon DH, Yun M (2016) Prognostic value of (18)F-fluorodeoxyglucose positron emission tomography/computed tomography in patients with Barcelona clinic liver cancer stages 0 and a hepatocellular carcinomas: a multicenter retrospective cohort study. Eur J Nucl Med Mol Imaging 43:1638–1645CrossRef Hyun SH, Eo JS, Lee JW, Choi JY, Lee KH, Na SJ, Hong IK, Oh JK, Chung YA, Song BI, Kim TS, Kim KS, Moon DH, Yun M (2016) Prognostic value of (18)F-fluorodeoxyglucose positron emission tomography/computed tomography in patients with Barcelona clinic liver cancer stages 0 and a hepatocellular carcinomas: a multicenter retrospective cohort study. Eur J Nucl Med Mol Imaging 43:1638–1645CrossRef
14.
Zurück zum Zitat Kitamura K, Hatano E, Higashi T, Seo S, Nakamoto Y, Yamanaka K, Iida T, Taura K, Yasuchika K, Uemoto S (2012) Preoperative FDG-PET predicts recurrence patterns in hepatocellular carcinoma. Ann Surg Oncol 19:156–162CrossRef Kitamura K, Hatano E, Higashi T, Seo S, Nakamoto Y, Yamanaka K, Iida T, Taura K, Yasuchika K, Uemoto S (2012) Preoperative FDG-PET predicts recurrence patterns in hepatocellular carcinoma. Ann Surg Oncol 19:156–162CrossRef
15.
Zurück zum Zitat Lee JW, Yun M, Cho A et al (2015) The predictive value of metabolic tumor volume on FDG PET/CT for transarterial chemoembolization and transarterial chemotherapy infusion in hepatocellular carcinoma patients without extrahepatic metastasis. Ann Surg Oncol 29:400–408 Lee JW, Yun M, Cho A et al (2015) The predictive value of metabolic tumor volume on FDG PET/CT for transarterial chemoembolization and transarterial chemotherapy infusion in hepatocellular carcinoma patients without extrahepatic metastasis. Ann Surg Oncol 29:400–408
16.
Zurück zum Zitat Lee JH, Park JY, Kim DY, Ahn SH, Han KH, Seo HJ, Lee JD, Choi HJ (2011) Prognostic value of 18F-FDG PET for hepatocellular carcinoma patients treated with sorafenib. Liver Int 31:1144–1149CrossRef Lee JH, Park JY, Kim DY, Ahn SH, Han KH, Seo HJ, Lee JD, Choi HJ (2011) Prognostic value of 18F-FDG PET for hepatocellular carcinoma patients treated with sorafenib. Liver Int 31:1144–1149CrossRef
17.
Zurück zum Zitat Sung PS, Park HL, Yang K, Hwang S, Song MJ, Jang JW, Choi JY, Yoon SK, Yoo IR, Bae SH (2018) 18F-fluorodeoxyglucose uptake of hepatocellular carcinoma as a prognostic predictor in patients with sorafenib treatment. Eur J Nucl Med Mol Imaging 45:384–391CrossRef Sung PS, Park HL, Yang K, Hwang S, Song MJ, Jang JW, Choi JY, Yoon SK, Yoo IR, Bae SH (2018) 18F-fluorodeoxyglucose uptake of hepatocellular carcinoma as a prognostic predictor in patients with sorafenib treatment. Eur J Nucl Med Mol Imaging 45:384–391CrossRef
18.
Zurück zum Zitat Eisenhauer EA, Therasse P, Bogaerts et al (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45:228–247CrossRef Eisenhauer EA, Therasse P, Bogaerts et al (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45:228–247CrossRef
19.
Zurück zum Zitat Boellaard R, Delgado-Bolton R, Oyen WJ, Giammarile F, Tatsch K, Eschner W, Verzijlbergen FJ, Barrington SF, Pike LC, Weber WA, Stroobants S, Delbeke D, Donohoe KJ, Holbrook S, Graham MM, Testanera G, Hoekstra OS, Zijlstra J, Visser E, Hoekstra CJ, Pruim J, Willemsen A, Arends B, Kotzerke J, Bockisch A, Beyer T, Chiti A, Krause BJ, European Association of Nuclear Medicine (EANM) (2015) FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0. Eur J Nucl Med Mol Imaging 42:328–354CrossRef Boellaard R, Delgado-Bolton R, Oyen WJ, Giammarile F, Tatsch K, Eschner W, Verzijlbergen FJ, Barrington SF, Pike LC, Weber WA, Stroobants S, Delbeke D, Donohoe KJ, Holbrook S, Graham MM, Testanera G, Hoekstra OS, Zijlstra J, Visser E, Hoekstra CJ, Pruim J, Willemsen A, Arends B, Kotzerke J, Bockisch A, Beyer T, Chiti A, Krause BJ, European Association of Nuclear Medicine (EANM) (2015) FDG PET/CT: EANM procedure guidelines for tumour imaging: version 2.0. Eur J Nucl Med Mol Imaging 42:328–354CrossRef
20.
Zurück zum Zitat Bruix J, Cheng AL, Meinhardt G, Nakajima K, de Sanctis Y, Llovet J (2017) Prognostic factors and predictors of sorafenib benefit in patients with hepatocellular carcinoma: analysis of two phase III studies. J Hepatol 67:999–1008CrossRef Bruix J, Cheng AL, Meinhardt G, Nakajima K, de Sanctis Y, Llovet J (2017) Prognostic factors and predictors of sorafenib benefit in patients with hepatocellular carcinoma: analysis of two phase III studies. J Hepatol 67:999–1008CrossRef
21.
Zurück zum Zitat Bronowicki JP, Kudo M, Lencioni R et al (2015) Gideon: a retrospective analysis of prognostic factors for survival. J Hepatol 62(Suppl 2):S451–S452 (Abstract P0372)CrossRef Bronowicki JP, Kudo M, Lencioni R et al (2015) Gideon: a retrospective analysis of prognostic factors for survival. J Hepatol 62(Suppl 2):S451–S452 (Abstract P0372)CrossRef
22.
Zurück zum Zitat Personeni N, Bozzarelli S, Pressiani T, Rimassa L, Tronconi MC, Sclafani F, Carnaghi C, Pedicini V, Giordano L, Santoro A (2012) Usefulness of alpha-fetoprotein response in patients treated with sorafenib for advanced hepatocellular carcinoma. J Hepatol 57:101–107CrossRef Personeni N, Bozzarelli S, Pressiani T, Rimassa L, Tronconi MC, Sclafani F, Carnaghi C, Pedicini V, Giordano L, Santoro A (2012) Usefulness of alpha-fetoprotein response in patients treated with sorafenib for advanced hepatocellular carcinoma. J Hepatol 57:101–107CrossRef
23.
Zurück zum Zitat Liao S, Penney BC, Wroblewski K et al (2012) Prognostic value of metabolic tumor burden on 18F-FDG PET in nonsurgical patients with non–small cell lung cancer. Eur J Nucl Med Mol Imaging 39:27–38CrossRef Liao S, Penney BC, Wroblewski K et al (2012) Prognostic value of metabolic tumor burden on 18F-FDG PET in nonsurgical patients with non–small cell lung cancer. Eur J Nucl Med Mol Imaging 39:27–38CrossRef
24.
Zurück zum Zitat Lim R, Eaton A, Lee NY, Setton J, Ohri N, Rao S, Wong R, Fury M, Schöder H (2012) 18F-FDG PET/CT metabolic tumor volume and total lesion glycolysis predict outcome in oropharyngeal squamous cell carcinoma. J Nucl Med 53:1506–1513CrossRef Lim R, Eaton A, Lee NY, Setton J, Ohri N, Rao S, Wong R, Fury M, Schöder H (2012) 18F-FDG PET/CT metabolic tumor volume and total lesion glycolysis predict outcome in oropharyngeal squamous cell carcinoma. J Nucl Med 53:1506–1513CrossRef
25.
Zurück zum Zitat Moon SH, Choi JY, Lee HJ, Son YI, Baek CH, Ahn YC, Park K, Lee KH, Kim BT (2013) Prognostic value of 18F-FDG PET/CT in patients with squamous cell carcinoma of the tonsil: comparisons of volume-based metabolic parameters. Head Neck 35:15–22CrossRef Moon SH, Choi JY, Lee HJ, Son YI, Baek CH, Ahn YC, Park K, Lee KH, Kim BT (2013) Prognostic value of 18F-FDG PET/CT in patients with squamous cell carcinoma of the tonsil: comparisons of volume-based metabolic parameters. Head Neck 35:15–22CrossRef
26.
Zurück zum Zitat Yoon HJ, Paeng JC, Kwak C, Park YH, Kim TM, Lee SH, Chung JK, Edmund Kim E, Lee DS (2013) Prognostic implication of extrarenal metabolic tumor burden in advanced renal cell carcinoma treated with targeted therapy after nephrectomy. Ann Nucl Med 27:748–755CrossRef Yoon HJ, Paeng JC, Kwak C, Park YH, Kim TM, Lee SH, Chung JK, Edmund Kim E, Lee DS (2013) Prognostic implication of extrarenal metabolic tumor burden in advanced renal cell carcinoma treated with targeted therapy after nephrectomy. Ann Nucl Med 27:748–755CrossRef
27.
Zurück zum Zitat Hwang SH, Cho A, Yun M, Choi YD, Rha SY, Kang WJ (2017) Prognostic value of pretreatment metabolic tumor volume and total lesion glycolysis using 18F-FDG PET/CT in patients with metastatic renal cell carcinoma treated with anti-vascular endothelial growth factor-targeted agents. Clin Nucl Med 42:e235–e241CrossRef Hwang SH, Cho A, Yun M, Choi YD, Rha SY, Kang WJ (2017) Prognostic value of pretreatment metabolic tumor volume and total lesion glycolysis using 18F-FDG PET/CT in patients with metastatic renal cell carcinoma treated with anti-vascular endothelial growth factor-targeted agents. Clin Nucl Med 42:e235–e241CrossRef
Metadaten
Titel
Metabolic Switch in Hepatocellular Carcinoma Patients Treated with Sorafenib: a Proof-of-Concept Trial
verfasst von
Angelo Castello
Lorenza Rimassa
Nicola Personeni
Tiziana Pressiani
Valeria Smiroldo
Egesta Lopci
Publikationsdatum
23.03.2020
Verlag
Springer International Publishing
Erschienen in
Molecular Imaging and Biology / Ausgabe 5/2020
Print ISSN: 1536-1632
Elektronische ISSN: 1860-2002
DOI
https://doi.org/10.1007/s11307-020-01489-6

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