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Sarcopenia and myosteatosis are associated with survival in patients receiving immunotherapy for advanced hepatocellular carcinoma

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Abstract

Objectives

To investigate the association of sarcopenia, myosteatosis, and sarcopenic obesity with survival outcomes among patients who underwent immunotherapy for advanced hepatocellular carcinoma (HCC).

Methods

In this retrospective analysis, patients who initiated immunotherapy for advanced HCC were enrolled. Sarcopenia and myosteatosis were evaluated on pretreatment CT at L3 level by skeletal muscle index and mean muscle attenuation using predefined cutoff values. Sarcopenic obesity was defined as concurrent sarcopenia and body mass index > 25 kg/m2. The log-rank test and the Cox proportional hazards model were used to compare overall survival (OS) and progression-free survival (PFS).

Results

A total of 138 patients was included (discovery cohort n = 111, validation cohort n = 27). In the discovery cohort, patients with sarcopenia exhibited significantly poorer PFS (p = 0.048) and OS (p = 0.002) than patients without sarcopenia. Patients with myosteatosis exhibited significantly poorer PFS (p < 0.001) and OS (p < 0.001) than patients without myosteatosis. Patients with sarcopenic obesity compared to patients without sarcopenic obesity exhibited significantly poorer OS (p = 0.006) but not PFS (p = 0.31). In multivariate analysis adjusting for patient demographics, tumor extent, and liver function reserve, myosteatosis remained an independent predictor of poor PFS (p = 0.014) and OS (p = 0.007); sarcopenia remained an independent predictor for poor OS (p = 0.007). The prediction models for survival outcomes built by the discovery cohort showed similar performance in the validation cohort.

Conclusions

Sarcopenia and myosteatosis are independent prognostic factors in patients who received immunotherapy for advanced HCC.

Key Points

• Sarcopenia and myosteatosis can be evaluated by CT at L3 level.

• Sarcopenia, myosteatosis, and sarcopenic obesity were associated with poor survival outcomes in patients who underwent immunotherapy for advanced HCC.

• Myosteatosis was an independent predictor of PFS and OS, and sarcopenia was independent for OS in these patients.

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Abbreviations

BCLC:

Barcelona Clinic Liver Cancer

BMI:

Body mass index

CT:

Computed tomography

CTLA-4:

Cytotoxic T-lymphocyte-associated protein 4

HCC:

Hepatocellular carcinoma

HU:

Hounsfield units

ICI:

Immune checkpoint inhibitor

OS:

Overall survival

PD-1:

Programmed cell death protein 1

PFS:

Progression-free survival

RECIST:

Response Evaluation Criteria in Solid Tumors

SMD:

Skeletal muscle density

SMI:

Skeletal muscle index

References

  1. Sung H, Ferlay J, Siegel RL et al (2021) Global Cancer Statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 71:209–249

    Article  Google Scholar 

  2. Shao YY, Wang SY, Lin SM (2021) Management consensus guideline for hepatocellular carcinoma: 2020 update on surveillance, diagnosis, and systemic treatment by the Taiwan Liver Cancer Association and the Gastroenterological Society of Taiwan. J Formos Med Assoc 120:1051–1060

    Article  CAS  Google Scholar 

  3. Bruix J, Chan SL, Galle PR, Rimassa L, Sangro B (2021) Systemic treatment of hepatocellular carcinoma. An EASL position paper. J Hepatol. https://doi.org/10.1016/j.jhep.2021.07.004

  4. Liu TH, Shao YY, Hsu CH (2021) It takes two to tango: breakthrough advanced hepatocellular carcinoma treatment that combines anti-angiogenesis and immune checkpoint blockade. J Formos Med Assoc 120:1–4

    Article  CAS  Google Scholar 

  5. Singh A, Beechinor RJ, Huynh JC et al (2021) Immunotherapy updates in advanced hepatocellular carcinoma. Cancers (Basel) 13

  6. El-Khoueiry AB, Sangro B, Yau T et al (2017) Nivolumab in patients with advanced hepatocellular carcinoma (CheckMate 040): an open-label, non-comparative, phase 1/2 dose escalation and expansion trial. Lancet 389:2492–2502

    Article  CAS  Google Scholar 

  7. Zhu AX, Finn RS, Edeline J et al (2018) Pembrolizumab in patients with advanced hepatocellular carcinoma previously treated with sorafenib (KEYNOTE-224): a non-randomised, open-label phase 2 trial. Lancet Oncol 19:940–952

    Article  Google Scholar 

  8. Finn RS, Ryoo BY, Merle P et al (2020) Pembrolizumab as second-line therapy in patients with advanced hepatocellular carcinoma in KEYNOTE-240: a randomized, double-blind, phase III trial. J Clin Oncol 38:193–202

    Article  CAS  Google Scholar 

  9. Marasco G, Serenari M, Renzulli M et al (2020) Clinical impact of sarcopenia assessment in patients with hepatocellular carcinoma undergoing treatments. J Gastroenterol 55:927–943

    Article  Google Scholar 

  10. Wu CH, Liang PC, Hsu CH, Chang FT, Shao YY, Ting-Fang Shih T (2021) Total skeletal, psoas and rectus abdominis muscle mass as prognostic factors for patients with advanced hepatocellular carcinoma. J Formos Med Assoc 120:559–566

    Article  Google Scholar 

  11. Kano M, Hihara J, Tokumoto N et al (2021) Association between skeletal muscle loss and the response to nivolumab immunotherapy in advanced gastric cancer patients. Int J Clin Oncol 26:523–531

    Article  CAS  Google Scholar 

  12. Kim YY, Lee J, Jeong WK et al (2021) Prognostic significance of sarcopenia in microsatellite-stable gastric cancer patients treated with programmed death-1 inhibitors. Gastric Cancer 24:457–466

    Article  CAS  Google Scholar 

  13. Nishioka N, Naito T, Notsu A et al (2021) Unfavorable impact of decreased muscle quality on the efficacy of immunotherapy for advanced non-small cell lung cancer. Cancer Med 10:247–256

    Article  CAS  Google Scholar 

  14. Bilen MA, Martini DJ, Liu Y et al (2020) Combined effect of sarcopenia and systemic inflammation on survival in patients with advanced stage cancer treated with immunotherapy. Oncologist 25:e528–e535

    Article  CAS  Google Scholar 

  15. Takenaka Y, Oya R, Takemoto N, Inohara H (2021) Predictive impact of sarcopenia in solid cancers treated with immune checkpoint inhibitors: a meta-analysis. J Cachexia Sarcopenia Muscle. https://doi.org/10.1002/jcsm.12755

  16. Dercle L, Ammari S, Champiat S et al (2016) Rapid and objective CT scan prognostic scoring identifies metastatic patients with long-term clinical benefit on anti-PD-1/-L1 therapy. Eur J Cancer 65:33–42

    Article  Google Scholar 

  17. Batsis JA, Villareal DT (2018) Sarcopenic obesity in older adults: aetiology, epidemiology and treatment strategies. Nat Rev Endocrinol 14:513–537

    Article  Google Scholar 

  18. Young AC, Quach HT, Song H et al (2020) Impact of body composition on outcomes from anti-PD1 +/- anti-CTLA-4 treatment in melanoma. J Immunother Cancer 8:e000821

    Article  Google Scholar 

  19. Ahn H, Kim DW, Ko Y et al (2021) Updated systematic review and meta-analysis on diagnostic issues and the prognostic impact of myosteatosis: a new paradigm beyond sarcopenia. Ageing Res Rev 70:101398

    Article  Google Scholar 

  20. Lee CM, Kang J (2020) Prognostic impact of myosteatosis in patients with colorectal cancer: a systematic review and meta-analysis. J Cachexia Sarcopenia Muscle 11:1270–1282

    Article  Google Scholar 

  21. Aleixo GFP, Shachar SS, Nyrop KA, Muss HB, Malpica L, Williams GR (2020) Myosteatosis and prognosis in cancer: systematic review and meta-analysis. Crit Rev Oncol Hematol 145:102839

    Article  CAS  Google Scholar 

  22. Peng YC, Wu CH, Tien YW, Lu TP, Wang YH, Chen BB (2021) Preoperative sarcopenia is associated with poor overall survival in pancreatic cancer patients following pancreaticoduodenectomy. Eur Radiol 31:2472–2481

    Article  Google Scholar 

  23. Su H, Ruan J, Chen T, Lin E, Shi L (2019) CT-assessed sarcopenia is a predictive factor for both long-term and short-term outcomes in gastrointestinal oncology patients: a systematic review and meta-analysis. Cancer Imaging 19:82

    Article  Google Scholar 

  24. Huang DD, Zhou CJ, Wang SL et al (2017) Impact of different sarcopenia stages on the postoperative outcomes after radical gastrectomy for gastric cancer. Surgery 161:680–693

    Article  Google Scholar 

  25. Kurk SA, Peeters PHM, Dorresteijn B et al (2018) Impact of different palliative systemic treatments on skeletal muscle mass in metastatic colorectal cancer patients. J Cachexia Sarcopenia Muscle 9:909–919

    Article  Google Scholar 

  26. Nishigori T, Tsunoda S, Obama K et al (2018) Optimal cutoff values of skeletal muscle index to define sarcopenia for prediction of survival in patients with advanced gastric cancer. Ann Surg Oncol 25:3596–3603

    Article  Google Scholar 

  27. Fearon K, Strasser F, Anker SD et al (2011) Definition and classification of cancer cachexia: an international consensus. Lancet Oncol 12:489–495

    Article  Google Scholar 

  28. Aprile G, Basile D, Giaretta R et al (2021) The clinical value of nutritional care before and during active cancer treatment. Nutrients 13:1196

    Article  Google Scholar 

  29. Kim N, Yu JI, Park HC et al (2021) Incorporating sarcopenia and inflammation with radiation therapy in patients with hepatocellular carcinoma treated with nivolumab. Cancer Immunol Immunother 70:1593–1603

    Article  CAS  Google Scholar 

  30. Akce M, Liu Y, Zakka K et al (2021) Impact of sarcopenia, BMI, and inflammatory biomarkers on survival in advanced hepatocellular carcinoma treated with anti-PD-1 antibody. Am J Clin Oncol 44:74–81

    Article  CAS  Google Scholar 

  31. Qayyum A, Bhosale P, Aslam R et al (2021) Effect of sarcopenia on systemic targeted therapy response in patients with advanced hepatocellular carcinoma. Abdom Radiol (NY) 46:1008–1015

    Article  Google Scholar 

  32. Stretch C, Aubin JM, Mickiewicz B et al (2018) Sarcopenia and myosteatosis are accompanied by distinct biological profiles in patients with pancreatic and periampullary adenocarcinomas. PLoS One 13:e0196235

    Article  Google Scholar 

  33. Lattanzi B, Nardelli S, Pigliacelli A et al (2019) The additive value of sarcopenia, myosteatosis and hepatic encephalopathy in the predictivity of model for end-stage liver disease. Dig Liver Dis 51:1508–1512

    Article  Google Scholar 

  34. Czigany Z, Kramp W, Bednarsch J et al (2020) Myosteatosis to predict inferior perioperative outcome in patients undergoing orthotopic liver transplantation. Am J Transplant 20:493–503

    Article  Google Scholar 

  35. Hamaguchi Y, Kaido T, Okumura S et al (2019) Preoperative visceral adiposity and muscularity predict poor outcomes after hepatectomy for hepatocellular carcinoma. Liver Cancer 8:92–109

    Article  Google Scholar 

  36. Youn S, Reif R, Chu MP et al (2021) Myosteatosis is prognostic in metastatic melanoma treated with nivolumab. Clin Nutr ESPEN 42:348–353

    Article  Google Scholar 

  37. VanderVeen BN, Murphy EA, Carson JA (2020) The impact of immune cells on the skeletal muscle microenvironment during cancer cachexia. Front Physiol 11:1037

    Article  Google Scholar 

  38. van Vugt JLA, Coebergh van den Braak RRJ, Schippers HJW et al (2018) Contrast-enhancement influences skeletal muscle density, but not skeletal muscle mass, measurements on computed tomography. Clin Nutr 37:1707–1714

    Article  Google Scholar 

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Funding

This study has received funding from the Ministry of Science and Technology, Taiwan (MOST-103-2314-B-002-181-MY2, MOST-105-2314-B-002-194, MOST-106-2314-B-002-213, MOST-108-2314-B-002-072-MY3, MOST-110-2314-B-002-144, and MOST-111-2314-B-002-120); the Ministry of Health and Welfare, Taiwan (MOHW109-TDU-B-211-114002); the National Taiwan University Hospital (NTUH 105S2954, and NTUH 108-S4150); and the Good Liver Foundation, Taiwan.

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Authors

Corresponding author

Correspondence to Yu-Yun Shao.

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Guarantor

The scientific guarantor of this publication is Yu-Yun Shao, MD, Ph.D.

Conflict of interest

The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article.

Statistics and biometry

Bang-Bin Chen, MD. has significant statistical expertise. The authors would like to express their thanks to the staff of the National Taiwan University Hospital-Statistical Consulting Unit (NTUH-SCU) for statistical consultation and analyses.

Informed consent

Written informed consent was waived by the Institutional Review Board.

Ethical approval

Institutional Review Board approval was obtained from National Taiwan University Hospital.

Methodology

• retrospective

• diagnostic or prognostic study

• performed at one institution

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Chen, BB., Liang, PC., Shih, T.TF. et al. Sarcopenia and myosteatosis are associated with survival in patients receiving immunotherapy for advanced hepatocellular carcinoma. Eur Radiol 33, 512–522 (2023). https://doi.org/10.1007/s00330-022-08980-4

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  • DOI: https://doi.org/10.1007/s00330-022-08980-4

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