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Erschienen in: European Radiology 9/2019

28.01.2019 | Oncology

Fat-free muscle area measured by magnetic resonance imaging predicts overall survival of patients undergoing radioembolization of colorectal cancer liver metastases

verfasst von: Anton Faron, Claus C. Pieper, Frederic C. Schmeel, Alois M. Sprinkart, Daniel L. R. Kuetting, Rolf Fimmers, Jonel Trebicka, Hans H. Schild, Carsten Meyer, Daniel Thomas, Julian A. Luetkens

Erschienen in: European Radiology | Ausgabe 9/2019

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Abstract

Objectives

To investigate the clinical potential of fat-free muscle area (FFMA) to predict outcome in patients with liver-predominant metastatic colorectal cancer (mCRC) undergoing radioembolization (RE) with 90Yttrium microspheres.

Methods

Patients with mCRC who underwent RE in our center were included in this retrospective study. All patients received liver magnetic resonance imaging including standard T2-weighted images. The total erector spinae muscle area and the intramuscular adipose tissue area were measured at the level of the origin of the superior mesenteric artery and subtracted to calculate FFMA. Cutoff values for definition of low FFMA were 3644 mm2 in men and 2825 mm2 in women. The main outcome was overall survival (OS). For survival analysis, the Kaplan-Meier method and Cox regressions comparing various clinic-oncological parameters which potentially may affect OS were performed.

Results

Seventy-seven patients (28 female, mean age 60 ± 11 years) were analyzed. Mean time between MRI and the following RE was 17 ± 31 days. Median OS after RE was 178 days. Patients with low FFMA had significantly shortened OS compared to patients with high FFMA (median OS: 128 vs. 273 days, p = 0.017). On multivariate Cox regression analysis, OS was best predicted by FFMA (hazard ratio (HR) 2.652; p < 0.001). Baseline bilirubin (HR 1.875; p = 0.030), pattern of tumor manifestation (HR 1.679; p = 0.001), and model of endstage liver disease (MELD) score (HR 1.164; p < 0.001) were also significantly associated with OS.

Conclusions

FFMA was associated with OS in patients receiving RE for treatment of mCRC and might be a new prognostic biomarker for survival prognosis.

Key Points

• Fat-free muscle area (FFMA) as a measure of lean muscle area predicts survival in metastatic colorectal liver cancer following radioembolization.
• FFMA can easily be assessed from routine pre-interventional liver magnetic resonance imaging.
• FFMA might be a new promising biomarker for assessment of sarcopenia.
Literatur
1.
Zurück zum Zitat Siegel RL, Miller KD, Fedewa SA et al (2017) Colorectal cancer statistics, 2017. CA Cancer J Clin 67:177–193CrossRefPubMed Siegel RL, Miller KD, Fedewa SA et al (2017) Colorectal cancer statistics, 2017. CA Cancer J Clin 67:177–193CrossRefPubMed
2.
Zurück zum Zitat Dendy MS, Ludwig JM, Kim HS (2017) Predictors and prognosticators for survival with Yttrium-90 radioembolization therapy for unresectable colorectal cancer liver metastasis. Oncotarget 8:37912–37922CrossRefPubMedPubMedCentral Dendy MS, Ludwig JM, Kim HS (2017) Predictors and prognosticators for survival with Yttrium-90 radioembolization therapy for unresectable colorectal cancer liver metastasis. Oncotarget 8:37912–37922CrossRefPubMedPubMedCentral
3.
Zurück zum Zitat Ahmadzadehfar H, Biersack HJ, Ezziddin S (2010) Radioembolization of liver tumors with yttrium-90 microspheres. Semin Nucl Med 40:105–121CrossRefPubMed Ahmadzadehfar H, Biersack HJ, Ezziddin S (2010) Radioembolization of liver tumors with yttrium-90 microspheres. Semin Nucl Med 40:105–121CrossRefPubMed
4.
Zurück zum Zitat Garden OJ, Rees M, Poston GJ et al (2006) Guidelines for resection of colorectal cancer liver metastases. Gut 55(Suppl 3):1–8 Garden OJ, Rees M, Poston GJ et al (2006) Guidelines for resection of colorectal cancer liver metastases. Gut 55(Suppl 3):1–8
5.
Zurück zum Zitat Boas FE, Bodei L, Sofocleous CT (2017) Radioembolization of colorectal liver metastases: indications, technique, and outcomes. J Nucl Med 58(Suppl 2):104S–111SCrossRefPubMedPubMedCentral Boas FE, Bodei L, Sofocleous CT (2017) Radioembolization of colorectal liver metastases: indications, technique, and outcomes. J Nucl Med 58(Suppl 2):104S–111SCrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Schmeel FC, Simon B, Sabet A et al (2017) Diffusion-weighted magnetic resonance imaging predicts survival in patients with liver-predominant metastatic colorectal cancer shortly after selective internal radiation therapy. Eur Radiol 27:966–975CrossRefPubMed Schmeel FC, Simon B, Sabet A et al (2017) Diffusion-weighted magnetic resonance imaging predicts survival in patients with liver-predominant metastatic colorectal cancer shortly after selective internal radiation therapy. Eur Radiol 27:966–975CrossRefPubMed
7.
Zurück zum Zitat Barabasch A, Heinzel A, Bruners P, Kraemer NA, Kuhl CK (2018) Diffusion-weighted MRI is superior to PET/CT in predicting survival of patients undergoing Y radioembolization of hepatic metastases. Radiology 288:764–773CrossRefPubMed Barabasch A, Heinzel A, Bruners P, Kraemer NA, Kuhl CK (2018) Diffusion-weighted MRI is superior to PET/CT in predicting survival of patients undergoing Y radioembolization of hepatic metastases. Radiology 288:764–773CrossRefPubMed
8.
Zurück zum Zitat Chang KV, Chen JD, Wu WT, Huang KC, Hsu CT, Han DS (2017) Association between loss of skeletal muscle mass and mortality and tumor recurrence in hepatocellular carcinoma: a systematic review and meta-analysis. Liver Cancer 87:90–103 Chang KV, Chen JD, Wu WT, Huang KC, Hsu CT, Han DS (2017) Association between loss of skeletal muscle mass and mortality and tumor recurrence in hepatocellular carcinoma: a systematic review and meta-analysis. Liver Cancer 87:90–103
9.
Zurück zum Zitat Martin L, Birdsell L, Macdonald N et al (2013) Cancer cachexia in the age of obesity: skeletal muscle depletion is a powerful prognostic factor, independent of body mass index. J Clin Oncol 31:1539–1547CrossRefPubMed Martin L, Birdsell L, Macdonald N et al (2013) Cancer cachexia in the age of obesity: skeletal muscle depletion is a powerful prognostic factor, independent of body mass index. J Clin Oncol 31:1539–1547CrossRefPubMed
10.
Zurück zum Zitat Praktiknjo M, Book M, Luetkens J et al (2018) Fat-free muscle mass in magnetic resonance imaging predicts acute-on-chronic liver failure and survival in decompensated cirrhosis. Hepatology 67:1014–1026CrossRefPubMed Praktiknjo M, Book M, Luetkens J et al (2018) Fat-free muscle mass in magnetic resonance imaging predicts acute-on-chronic liver failure and survival in decompensated cirrhosis. Hepatology 67:1014–1026CrossRefPubMed
11.
Zurück zum Zitat Yamashima M, Miyaaki H, Honda T et al (2017) Significance of psoas muscle thickness as an indicator of muscle atrophy in patients with hepatocellular carcinoma treated with sorafenib. Mol Clin Oncol 7:449–453CrossRefPubMedPubMedCentral Yamashima M, Miyaaki H, Honda T et al (2017) Significance of psoas muscle thickness as an indicator of muscle atrophy in patients with hepatocellular carcinoma treated with sorafenib. Mol Clin Oncol 7:449–453CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Cruz-Jentoft AJ, Landi F, Schneider SM et al (2014) Prevalence of and interventions for sarcopenia in ageing adults: a systematic review. Report of the International Sarcopenia Initiative (EWGSOP and IWGS). Age Ageing 43:748–759CrossRefPubMedPubMedCentral Cruz-Jentoft AJ, Landi F, Schneider SM et al (2014) Prevalence of and interventions for sarcopenia in ageing adults: a systematic review. Report of the International Sarcopenia Initiative (EWGSOP and IWGS). Age Ageing 43:748–759CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Xiao J, Caan BJ, Weltzien E et al (2018) Associations of pre-existing co-morbidities with skeletal muscle mass and radiodensity in patients with non-metastatic colorectal cancer. J Cachexia Sarcopenia Muscle 9:654–663CrossRefPubMedPubMedCentral Xiao J, Caan BJ, Weltzien E et al (2018) Associations of pre-existing co-morbidities with skeletal muscle mass and radiodensity in patients with non-metastatic colorectal cancer. J Cachexia Sarcopenia Muscle 9:654–663CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Nattenmüller J, Hoegenauer H, Boehm J et al (2016) CT-based compartmental quantification of adipose tissue versus body metrics in colorectal cancer patients. Eur Radiol 26:4131–4140CrossRef Nattenmüller J, Hoegenauer H, Boehm J et al (2016) CT-based compartmental quantification of adipose tissue versus body metrics in colorectal cancer patients. Eur Radiol 26:4131–4140CrossRef
15.
Zurück zum Zitat Nattenmüller J, Rom J, Buckner T et al (2018) Visceral abdominal fat measured by computer tomography as a prognostic factor for gynecological malignancies? Oncotarget 9:16330–16342CrossRefPubMedPubMedCentral Nattenmüller J, Rom J, Buckner T et al (2018) Visceral abdominal fat measured by computer tomography as a prognostic factor for gynecological malignancies? Oncotarget 9:16330–16342CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Miyamoto Y, Baba Y, Sakamoto Y et al (2015) Negative impact of skeletal muscle loss after systemic chemotherapy in patients with unresectable colorectal cancer. PLoS One 10:e0129742CrossRefPubMedPubMedCentral Miyamoto Y, Baba Y, Sakamoto Y et al (2015) Negative impact of skeletal muscle loss after systemic chemotherapy in patients with unresectable colorectal cancer. PLoS One 10:e0129742CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat van Vledder MG, Levolger S, Ayez N, Verhoef C, Tran TC, Ijzermans JN (2012) Body composition and outcome in patients undergoing resection of colorectal liver metastases. Br J Surg 99:550–557CrossRefPubMed van Vledder MG, Levolger S, Ayez N, Verhoef C, Tran TC, Ijzermans JN (2012) Body composition and outcome in patients undergoing resection of colorectal liver metastases. Br J Surg 99:550–557CrossRefPubMed
18.
Zurück zum Zitat Levolger S, van Vugt JL, De Bruin RW, IJzermans JN (2015) Systematic review of sarcopenia in patients operated on for gastrointestinal and hepatopancreatobiliary malignancies. Br J Surg 102:1448–1458CrossRefPubMed Levolger S, van Vugt JL, De Bruin RW, IJzermans JN (2015) Systematic review of sarcopenia in patients operated on for gastrointestinal and hepatopancreatobiliary malignancies. Br J Surg 102:1448–1458CrossRefPubMed
19.
Zurück zum Zitat Buckinx F, Landi F, Cesari M et al (2018) Pitfalls in the measurement of muscle mass: a need for a reference standard. J Cachexia Sarcopenia Muscle 9:269–278CrossRefPubMedPubMedCentral Buckinx F, Landi F, Cesari M et al (2018) Pitfalls in the measurement of muscle mass: a need for a reference standard. J Cachexia Sarcopenia Muscle 9:269–278CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Dunfee BL, Riaz A, Lewandowski RJ et al (2010) Yttrium-90 radioembolization for liver malignancies: prognostic factors associated with survival. J Vasc Interv Radiol 21:90–95CrossRefPubMed Dunfee BL, Riaz A, Lewandowski RJ et al (2010) Yttrium-90 radioembolization for liver malignancies: prognostic factors associated with survival. J Vasc Interv Radiol 21:90–95CrossRefPubMed
21.
22.
Zurück zum Zitat Lewandowski RJ, Thurston KG, Goin JE et al (2005) 90Y microsphere (TheraSphere) treatment for unresectable colorectal cancer metastases of the liver: response to treatment at targeted doses of 135-150 Gy as measured by [18F]fluorodeoxyglucose positron emission tomography and computed tomographic imaging. J Vasc Interv Radiol 16:1641–1651CrossRefPubMed Lewandowski RJ, Thurston KG, Goin JE et al (2005) 90Y microsphere (TheraSphere) treatment for unresectable colorectal cancer metastases of the liver: response to treatment at targeted doses of 135-150 Gy as measured by [18F]fluorodeoxyglucose positron emission tomography and computed tomographic imaging. J Vasc Interv Radiol 16:1641–1651CrossRefPubMed
23.
Zurück zum Zitat Peng PD, van Vledder MG, Tsai S et al (2011) Sarcopenia negatively impacts short-term outcomes in patients undergoing hepatic resection for colorectal liver metastasis. HPB (Oxford) 13:439–446 Peng PD, van Vledder MG, Tsai S et al (2011) Sarcopenia negatively impacts short-term outcomes in patients undergoing hepatic resection for colorectal liver metastasis. HPB (Oxford) 13:439–446
24.
Zurück zum Zitat Kalantar-Zadeh K, Horwich TB, Oreopoulos A et al (2007) Risk factor paradox in wasting diseases. Curr Opin Clin Nutr Metab Care 10:433–442CrossRefPubMed Kalantar-Zadeh K, Horwich TB, Oreopoulos A et al (2007) Risk factor paradox in wasting diseases. Curr Opin Clin Nutr Metab Care 10:433–442CrossRefPubMed
25.
Zurück zum Zitat Imbeault P, Tremblay A, Simoneau JA, Joanisse DR (2002) Weight loss-induced rise in plasma pollutant is associated with reduced skeletal muscle oxidative capacity. Am J Physiol Endocrinol Metab 282:E574–E579CrossRefPubMed Imbeault P, Tremblay A, Simoneau JA, Joanisse DR (2002) Weight loss-induced rise in plasma pollutant is associated with reduced skeletal muscle oxidative capacity. Am J Physiol Endocrinol Metab 282:E574–E579CrossRefPubMed
26.
Zurück zum Zitat Fromer MW, Aloia TA, Gaughan JP, Atabek UM, Spitz FR (2016) The utility of the MELD score in predicting mortality following liver resection for metastasis. Eur J Surg Oncol 42:1568–1575CrossRefPubMed Fromer MW, Aloia TA, Gaughan JP, Atabek UM, Spitz FR (2016) The utility of the MELD score in predicting mortality following liver resection for metastasis. Eur J Surg Oncol 42:1568–1575CrossRefPubMed
27.
Zurück zum Zitat Pan CC, Kavanagh BD, Dawson LA et al (2010) Radiation-associated liver injury. Int J Radiat Oncol Biol Phys 76(Suppl 3):94–100CrossRef Pan CC, Kavanagh BD, Dawson LA et al (2010) Radiation-associated liver injury. Int J Radiat Oncol Biol Phys 76(Suppl 3):94–100CrossRef
28.
Zurück zum Zitat Kennedy AS, Ball D, Cohen SJ et al (2017) Baseline hemoglobin and liver function predict tolerability and overall survival of patients receiving radioembolization for chemotherapy-refractory metastatic colorectal cancer. J Gastrointest Oncol 8:70–80CrossRefPubMedPubMedCentral Kennedy AS, Ball D, Cohen SJ et al (2017) Baseline hemoglobin and liver function predict tolerability and overall survival of patients receiving radioembolization for chemotherapy-refractory metastatic colorectal cancer. J Gastrointest Oncol 8:70–80CrossRefPubMedPubMedCentral
31.
Zurück zum Zitat Wasan HS, Gibbs P, Sharma NK et al (2017) First-line selective internal radiotherapy plus chemotherapy versus chemotherapy alone in patients with liver metastases from colorectal cancer (FOXFIRE, SIRFLOX, and FOXFIRE-global): a combined analysis of three multicentre, randomised, phase 3 trials. Lancet Oncol 18:1159–1171CrossRefPubMedPubMedCentral Wasan HS, Gibbs P, Sharma NK et al (2017) First-line selective internal radiotherapy plus chemotherapy versus chemotherapy alone in patients with liver metastases from colorectal cancer (FOXFIRE, SIRFLOX, and FOXFIRE-global): a combined analysis of three multicentre, randomised, phase 3 trials. Lancet Oncol 18:1159–1171CrossRefPubMedPubMedCentral
32.
Zurück zum Zitat van Hazel GA, Heinemann V, Sharma NK et al (2016) SIRFLOX: randomized phase III trial comparing first-line mFOLFOX6 (plus or minus bevacizumab) versus mFOLFOX6 (plus or minus bevacizumab) plus selective internal radiation therapy in patients with metastatic colorectal cancer. J Clin Oncol 34:1723–1731CrossRefPubMed van Hazel GA, Heinemann V, Sharma NK et al (2016) SIRFLOX: randomized phase III trial comparing first-line mFOLFOX6 (plus or minus bevacizumab) versus mFOLFOX6 (plus or minus bevacizumab) plus selective internal radiation therapy in patients with metastatic colorectal cancer. J Clin Oncol 34:1723–1731CrossRefPubMed
Metadaten
Titel
Fat-free muscle area measured by magnetic resonance imaging predicts overall survival of patients undergoing radioembolization of colorectal cancer liver metastases
verfasst von
Anton Faron
Claus C. Pieper
Frederic C. Schmeel
Alois M. Sprinkart
Daniel L. R. Kuetting
Rolf Fimmers
Jonel Trebicka
Hans H. Schild
Carsten Meyer
Daniel Thomas
Julian A. Luetkens
Publikationsdatum
28.01.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 9/2019
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-018-5976-z

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