Skip to main content
Log in

Improved Survival over Time After Resection of Colorectal Liver Metastases and Clinical Impact of Multigene Alteration Testing in Patients with Metastatic Colorectal Cancer

  • Original Article
  • Published:
Journal of Gastrointestinal Surgery Aims and scope

Abstract

Background

The past 20 years have seen advances in colorectal cancer management. We sought to determine whether survival in patients undergoing resection of colorectal liver metastases (CLM) has improved in association with three landmark advances: introduction of irinotecan- and/or oxaliplatin-containing regimens, molecular targeted therapy, and multigene alteration testing.

Methods

Patients undergoing CLM resection during 1998–2014 were identified and grouped by resection year. The influence of alterations in RAS, TP53, and SMAD4 was evaluated and validated in an external cohort including patients with unresectable metastatic colorectal cancer.

Results

Of 1961 patients, 1599 met the inclusion criteria. Irinotecan- and/or oxaliplatin-containing regimens and molecular targeted therapy were used for more than 50% of patients starting in 2001 and starting in 2006, respectively, so patients were grouped as undergoing resection during 1998–2000, 2001–2005, or 2006–2014. Liver resectability indications expanded over time. The 5-year overall survival (OS) rate was significantly better in 2006–2014, vs. 2001–2005 (56.5% vs. 44.1%, P < 0.001). RAS alteration was associated with worse 5-year OS than RAS wild-type (44.8% vs. 63.3%, P < 0.001). However, OS did not differ significantly between patients with RAS alteration and wild-type TP53 and SMAD4 and patients with RAS wild-type in our cohort (P = 0.899) or the external cohort (P = 0.932). Of 312 patients with genetic sequencing data, 178 (57.1%) had clinically actionable alterations.

Conclusion

OS after CLM resection has improved with advances in medical therapy and surgical technique. Multigene alteration testing is useful for prognostication and identification of potential therapeutic targets.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Abbreviations

CLM:

Colorectal liver metastases

VEGF:

Vascular endothelial growth factor

EGFR:

Epidermal growth factor receptor

HR:

Hazard ratio

OS:

Overall survival

IQR:

Interquartile range

References

  1. Kawasaki S, Makuuchi M, Kakazu T, Miyagawa S, Takayama T, Kosuge T et al. Resection for multiple metastatic liver tumors after portal embolization. Surgery. 1994;115(6):674-7.

    CAS  PubMed  Google Scholar 

  2. Abdalla EK, Vauthey J-N, Ellis LM, Ellis V, Pollock R, Broglio KR et al. Recurrence and Outcomes Following Hepatic Resection, Radiofrequency Ablation, and Combined Resection/Ablation for Colorectal Liver Metastases. Annals of surgery. 2004;239(6):818–27. doi:https://doi.org/10.1097/01.sla.0000128305.90650.71.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Adam R, Laurent A, Azoulay D, Castaing D, Bismuth H. Two-stage hepatectomy: A planned strategy to treat irresectable liver tumors. Annals of surgery. 2000;232(6):777-85.

    Article  CAS  Google Scholar 

  4. Jaeck D, Oussoultzoglou E, Rosso E, Greget M, Weber J-C, Bachellier P. A Two-Stage Hepatectomy Procedure Combined With Portal Vein Embolization to Achieve Curative Resection for Initially Unresectable Multiple and Bilobar Colorectal Liver Metastases. Annals of surgery. 2004;240(6):1037-51. doi:https://doi.org/10.1097/01.sla.0000145965.86383.89.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Brouquet A, Abdalla EK, Kopetz S, Garrett CR, Overman MJ, Eng C et al. High survival rate after two-stage resection of advanced colorectal liver metastases: response-based selection and complete resection define outcome. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2011;29(8):1083–90. doi:https://doi.org/10.1200/JCO.2010.32.6132.

    Article  Google Scholar 

  6. Mise Y, Aloia TA, Brudvik KW, Schwarz L, Vauthey JN, Conrad C. Parenchymal-sparing Hepatectomy in Colorectal Liver Metastasis: Improves Salvageability and Survival. Annals of surgery. 2015. doi:https://doi.org/10.1097/SLA.0000000000001194.

    Article  PubMed  Google Scholar 

  7. Saltz LB, Cox JV, Blanke C, Rosen LS, Fehrenbacher L, Moore MJ et al. Irinotecan plus fluorouracil and leucovorin for metastatic colorectal cancer. Irinotecan Study Group. The New England journal of medicine. 2000;343(13):905–14. doi:https://doi.org/10.1056/NEJM200009283431302.

  8. Douillard JY, Cunningham D, Roth AD, Navarro M, James RD, Karasek P et al. Irinotecan combined with fluorouracil compared with fluorouracil alone as first-line treatment for metastatic colorectal cancer: a multicentre randomised trial. The Lancet. 2000;355(9209):1041-7. doi:https://doi.org/10.1016/s0140-6736(00)02034-1.

    Article  CAS  Google Scholar 

  9. Goldberg RM, Sargent DJ, Morton RF, Fuchs CS, Ramanathan RK, Williamson SK et al. A randomized controlled trial of fluorouracil plus leucovorin, irinotecan, and oxaliplatin combinations in patients with previously untreated metastatic colorectal cancer. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2004;22(1):23-30. doi:https://doi.org/10.1200/JCO.2004.09.046.

    Article  CAS  Google Scholar 

  10. Hurwitz H, Fehrenbacher L, Novotny W, Cartwright T, Hainsworth J, Heim W et al. Bevacizumab plus irinotecan, fluorouracil, and leucovorin for metastatic colorectal cancer. The New England journal of medicine. 2004;350(23):2335-42. doi:https://doi.org/10.1056/NEJMoa032691.

    Article  CAS  PubMed  Google Scholar 

  11. Van Cutsem E, Kohne CH, Hitre E, Zaluski J, Chang Chien CR, Makhson A et al. Cetuximab and chemotherapy as initial treatment for metastatic colorectal cancer. The New England journal of medicine. 2009;360(14):1408-17. doi:https://doi.org/10.1056/NEJMoa0805019.

    Article  PubMed  Google Scholar 

  12. Kopetz S, Chang GJ, Overman MJ, Eng C, Sargent DJ, Larson DW et al. Improved survival in metastatic colorectal cancer is associated with adoption of hepatic resection and improved chemotherapy. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2009;27(22):3677-83. doi:https://doi.org/10.1200/JCO.2008.20.5278.

    Article  Google Scholar 

  13. Siena S, Sartore-Bianchi A, Di Nicolantonio F, Balfour J, Bardelli A. Biomarkers predicting clinical outcome of epidermal growth factor receptor-targeted therapy in metastatic colorectal cancer. Journal of the National Cancer Institute. 2009;101(19):1308-24. doi:https://doi.org/10.1093/jnci/djp280.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Roth AD, Tejpar S, Delorenzi M, Yan P, Fiocca R, Klingbiel D et al. Prognostic role of KRAS and BRAF in stage II and III resected colon cancer: results of the translational study on the PETACC-3, EORTC 40993, SAKK 60-00 trial. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2010;28(3):466-74. doi:https://doi.org/10.1200/JCO.2009.23.3452.

  15. Van Cutsem E, Kohne CH, Lang I, Folprecht G, Nowacki MP, Cascinu S et al. Cetuximab plus irinotecan, fluorouracil, and leucovorin as first-line treatment for metastatic colorectal cancer: updated analysis of overall survival according to tumor KRAS and BRAF mutation status. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2011;29(15):2011-9. doi:https://doi.org/10.1200/JCO.2010.33.5091.

    Article  CAS  Google Scholar 

  16. Vauthey JN, Zimmitti G, Kopetz SE, Shindoh J, Chen SS, Andreou A et al. RAS mutation status predicts survival and patterns of recurrence in patients undergoing hepatectomy for colorectal liver metastases. Annals of surgery. 2013;258(4):619–26; discussion 26–7. doi:https://doi.org/10.1097/SLA.0b013e3182a5025a.

  17. Margonis GA, Buettner S, Andreatos N, Kim Y, Wagner D, Sasaki K et al. Association of BRAF Mutations With Survival and Recurrence in Surgically Treated Patients With Metastatic Colorectal Liver Cancer. JAMA surgery. 2018;153(7):e180996. doi:https://doi.org/10.1001/jamasurg.2018.0996.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Mizuno T, Cloyd JM, Vicente D, Omichi K, Chun YS, Kopetz SE et al. SMAD4 gene mutation predicts poor prognosis in patients undergoing resection for colorectal liver metastases. European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology. 2018;44(5):684-92. doi:https://doi.org/10.1016/j.ejso.2018.02.247.

    Article  Google Scholar 

  19. Chun YS, Passot G, Yamashita S, Nusrat M, Katsonis P, Loree JM et al. Deleterious Effect of RAS and Evolutionary High-risk TP53 Double Mutation in Colorectal Liver Metastases. Annals of surgery. 2019;269(5):917-23. doi:https://doi.org/10.1097/SLA.0000000000002450.

    Article  PubMed  Google Scholar 

  20. Kawaguchi Y, Kopetz S, Tran Cao HS, Panettieri E, De Bellis M, Nishioka Y et al. Contour prognostic model for predicting survival after resection of colorectal liver metastases: development and multicentre validation study using largest diameter and number of metastases with RAS mutation status. The British journal of surgery. 2021. doi:https://doi.org/10.1093/bjs/znab086.

    Article  PubMed  Google Scholar 

  21. Kawaguchi Y, Kopetz S, Newhook TE, De Bellis M, Chun YS, Tzeng CD et al. Mutation Status of RAS, TP53, and SMAD4 is Superior to Mutation Status of RAS Alone for Predicting Prognosis after Resection of Colorectal Liver Metastases. Clinical cancer research : an official journal of the American Association for Cancer Research. 2019;25(19):5843-51. doi:https://doi.org/10.1158/1078-0432.CCR-19-0863.

    Article  CAS  Google Scholar 

  22. Yaeger R, Chatila WK, Lipsyc MD, Hechtman JF, Cercek A, Sanchez-Vega F et al. Clinical Sequencing Defines the Genomic Landscape of Metastatic Colorectal Cancer. Cancer cell. 2018;33(1):125–36 e3. doi:https://doi.org/10.1016/j.ccell.2017.12.004.

  23. Mizuno T, Cloyd JM, Vicente D, Omichi K, Chun YS, Kopetz SE et al. SMAD4 gene mutation predicts poor prognosis in patients undergoing resection for colorectal liver metastases. European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology. 2018. doi:https://doi.org/10.1016/j.ejso.2018.02.247.

    Article  Google Scholar 

  24. Kawaguchi Y, Lillemoe HA, Panettieri E, Chun YS, Tzeng CD, Aloia TA et al. Conditional Recurrence-Free Survival after Resection of Colorectal Liver Metastases: Persistent Deleterious Association with RAS and TP53 Co-Mutation. Journal of the American College of Surgeons. 2019;229(3):286–94 e1. doi:https://doi.org/10.1016/j.jamcollsurg.2019.04.027.

  25. Kishi Y, Abdalla EK, Chun YS, Zorzi D, Madoff DC, Wallace MJ et al. Three hundred and one consecutive extended right hepatectomies: evaluation of outcome based on systematic liver volumetry. Annals of surgery. 2009;250(4):540–8. doi:https://doi.org/10.1097/SLA.0b013e3181b674df.

    Article  PubMed  Google Scholar 

  26. Kawaguchi Y, Kopetz S, Lillemoe HA, Hwang H, Wang X, Tzeng CD et al. A New Surveillance Algorithm After Resection of Colorectal Liver Metastases Based on Changes in Recurrence Risk and RAS Mutation Status. Journal of the National Comprehensive Cancer Network : JNCCN. 2020;18(11):1500-8. doi:https://doi.org/10.6004/jnccn.2020.7596.

    Article  PubMed  Google Scholar 

  27. Singh RR, Patel KP, Routbort MJ, Reddy NG, Barkoh BA, Handal B et al. Clinical validation of a next-generation sequencing screen for mutational hotspots in 46 cancer-related genes. The Journal of molecular diagnostics : JMD. 2013;15(5):607-22. doi:https://doi.org/10.1016/j.jmoldx.2013.05.003.

    Article  CAS  PubMed  Google Scholar 

  28. Chakravarty D, Gao J, Phillips SM, Kundra R, Zhang H, Wang J et al. OncoKB: A Precision Oncology Knowledge Base. JCO precision oncology. 2017;2017. doi:https://doi.org/10.1200/PO.17.00011.

  29. Kawaguchi Y, Fuks D, Kokudo N, Gayet B. Difficulty of Laparoscopic Liver Resection: Proposal for a New Classification. Annals of surgery. 2018;267(1):13-7. doi:https://doi.org/10.1097/SLA.0000000000002176.

    Article  PubMed  Google Scholar 

  30. Kawaguchi Y, Hasegawa K, Tzeng CD, Mizuno T, Arita J, Sakamoto Y et al. Performance of a modified three-level classification in stratifying open liver resection procedures in terms of complexity and postoperative morbidity. The British journal of surgery. 2019. doi:https://doi.org/10.1002/bjs.11351.

    Article  PubMed  Google Scholar 

  31. Kawaguchi Y, Tanaka S, Fuks D, Kanazawa A, Takeda Y, Hirokawa F et al. Validation and performance of three-level procedure-based classification for laparoscopic liver resection. Surgical endoscopy. 2019. doi:https://doi.org/10.1007/s00464-019-06986-6.

    Article  PubMed  Google Scholar 

  32. Kawaguchi Y, Lillemoe HA, Vauthey J-N. Surgical Resection. Clinics in liver disease. 2020;24(4):637-55. doi:https://doi.org/10.1016/j.cld.2020.07.004.

    Article  PubMed  Google Scholar 

  33. Amin MB, Greene FL, Edge SB, Compton CC, Gershenwald JE, Brookland RK et al. The Eighth Edition AJCC Cancer Staging Manual: Continuing to build a bridge from a population-based to a more "personalized" approach to cancer staging. CA: a cancer journal for clinicians. 2017;67(2):93–9. doi:https://doi.org/10.3322/caac.21388.

  34. Bansal S, Buring JE, Rifai N, Mora S, Sacks FM, Ridker PM. Fasting compared with nonfasting triglycerides and risk of cardiovascular events in women. JAMA : the journal of the American Medical Association. 2007;298(3):309-16. doi:https://doi.org/10.1001/jama.298.3.309.

    Article  CAS  PubMed  Google Scholar 

  35. Kawaguchi Y, Lillemoe HA, Vauthey JN. Dealing with an insufficient future liver remnant: Portal vein embolization and two-stage hepatectomy. Journal of surgical oncology. 2019;119(5):594-603. doi:https://doi.org/10.1002/jso.25430.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Adam R, De Gramont A, Figueras J, Guthrie A, Kokudo N, Kunstlinger F et al. The oncosurgery approach to managing liver metastases from colorectal cancer: a multidisciplinary international consensus. The oncologist. 2012;17(10):1225-39. doi:https://doi.org/10.1634/theoncologist.2012-0121.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Van Cutsem E, Peeters M, Siena S, Humblet Y, Hendlisz A, Neyns B et al. Open-label phase III trial of panitumumab plus best supportive care compared with best supportive care alone in patients with chemotherapy-refractory metastatic colorectal cancer. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2007;25(13):1658-64. doi:https://doi.org/10.1200/JCO.2006.08.1620.

    Article  CAS  Google Scholar 

  38. Amado RG, Wolf M, Peeters M, Van Cutsem E, Siena S, Freeman DJ et al. Wild-type KRAS is required for panitumumab efficacy in patients with metastatic colorectal cancer. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2008;26(10):1626-34. doi:https://doi.org/10.1200/JCO.2007.14.7116.

    Article  CAS  Google Scholar 

  39. Yaeger R, Cercek A, O'Reilly EM, Reidy DL, Kemeny N, Wolinsky T et al. Pilot trial of combined BRAF and EGFR inhibition in BRAF-mutant metastatic colorectal cancer patients. Clinical cancer research : an official journal of the American Association for Cancer Research. 2015;21(6):1313-20. doi:https://doi.org/10.1158/1078-0432.CCR-14-2779.

    Article  CAS  Google Scholar 

  40. Juric D, Rodon J, Tabernero J, Janku F, Burris HA, Schellens JHM et al. Phosphatidylinositol 3-Kinase alpha-Selective Inhibition With Alpelisib (BYL719) in PIK3CA-Altered Solid Tumors: Results From the First-in-Human Study. Journal of clinical oncology : official journal of the American Society of Clinical Oncology. 2018;36(13):1291-9. doi:https://doi.org/10.1200/JCO.2017.72.7107.

    Article  CAS  Google Scholar 

  41. Sartore-Bianchi A, Trusolino L, Martino C, Bencardino K, Lonardi S, Bergamo F et al. Dual-targeted therapy with trastuzumab and lapatinib in treatment-refractory, KRAS codon 12/13 wild-type, HER2-positive metastatic colorectal cancer (HERACLES): a proof-of-concept, multicentre, open-label, phase 2 trial. The lancet oncology. 2016;17(6):738-46. doi:https://doi.org/10.1016/s1470-2045(16)00150-9.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

The authors thank Mario De Bellis for reviewing the data used in the study, Ms. Ruth Haynes for administrative support in the preparation of this manuscript, and Ms. Stephanie Deming, an employee of the Research Medical Library at MD Anderson Cancer Center, for copyediting the manuscript.

Funding

This research was supported in part by the National Institutes of Health through MD Anderson Cancer Center Support Grant, CA016672.

Author information

Authors and Affiliations

Authors

Contributions

Substantial contributions to:

The conception or design of the work: YK and JNV.

The acquisition, analysis, or interpretation of data for the work: YK, SK, EP, HH, XW, HT, CWT, YSH, TA, and JNV.

Drafting the work or revising it critically for important intellectual content: All authors.

Final approval of the version to be published: All authors.

Agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved: All authors.

Corresponding author

Correspondence to Jean-Nicolas Vauthey.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (PDF 27 KB)

Supplementary file2 (DOCX 30 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kawaguchi, Y., Kopetz, S., Panettieri, E. et al. Improved Survival over Time After Resection of Colorectal Liver Metastases and Clinical Impact of Multigene Alteration Testing in Patients with Metastatic Colorectal Cancer. J Gastrointest Surg 26, 583–593 (2022). https://doi.org/10.1007/s11605-021-05110-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11605-021-05110-1

Keywords

Navigation