Abstract
Background
For patients with colorectal liver metastases (CLM), the combination of surgical resection with other therapeutic options is essential. This article shows how recent advances in knowledge of tumor biology, including genetic alterations, affect the choice of therapeutic approach for patients with CLM.
Methods
We reviewed the literature on recent advances in knowledge about CLM tumor biology including genetic profiles, clinical risk score models for CLM, preoperative therapy for CLM, and liver-directed therapy for CLM.
Results
Studies showed that RAS alteration is a negative prognostic factor in addition to traditional clinical risk factors (e.g., larger diameter and higher number of CLM, spread of the primary tumor to regional lymph nodes). Although the response to preoperative chemotherapy is an important predictor of survival, poor response is not a contraindication to surgical resection. The combination of surgical therapy and percutaneous ablation can be considered in marginally resectable cases; however, a wider ablation margin is required for RAS-mutant CLM. More recently, genetic analysis using next-generation sequencing showed the negative prognostic impact of alterations in TP53, SMAD4, FBXW7, and RAS/BRAF in patients with CLM. In RAS-mutant CLM, intensive follow-up is required in patients who remain recurrence free 2 years after surgery.
Discussion
In patients with CLM, RAS mutation status is important in predicting postoperative survival, selecting the treatment approach, and tailoring postoperative follow-up. In addition, more recent genetic analyses of CLM have identified additional predictors of survival.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Colorectal liver metastases (CLM) occur in approximately 30% of patients with colorectal cancer. Because CLM are a major cause of death in patients with colorectal cancer, control of CLM is crucial to achieve cure of colorectal cancer.
Recent advances in surgical technique, including portal vein embolization and two-stage hepatectomy, and improved understanding of surgical complexity1,2,3 have expanded the use of surgery in patients with CLM. Medical therapy for colorectal cancer has also advanced dramatically during the past two decades and has improved the survival of patients with CLM. Currently, the combination of surgical resection and perioperative medical therapy is the standard of care for this patient group. While the efficacy of alternative locoregional therapies for CLM (e.g., ablation and radiation therapy) has recently been reported,4, 5 surgical resection remains the optimal locoregional therapies to cure CLM.
CLM is a heterogeneous disease in terms of tumor burden and somatic gene alteration status. Thus, medical providers need to understand how best to individualize management of CLM. This article highlights the importance of tumor biology, including somatic gene alterations, in selecting the therapeutic approach for individual patients with CLM. The information in this article is based on our review of the literature on recent advances in knowledge about genetic profiles of CLM, clinical risk score models for CLM, preoperative therapy for CLM, and liver-directed therapy for CLM.
Prediction of Prognosis After CLM Resection
Accurate prediction of prognosis in patients undergoing CLM resection is useful for selecting therapeutic approaches. Various clinical risk score models have been reported that were able to predict survival after CLM resection (Table 1).
Nordlinger et al. assessed 1568 patients who underwent CLM resection and identified seven risk factors associated with overall survival (OS): age ≥ 60 years, primary tumor extension into serosa, spread of the primary tumor to regional lymph nodes (“primary lymph node metastases”), disease-free interval after primary resection <2 years, number of CLM ≥ 4, largest CLM diameter > 5 cm, and surgical margin <10 mm. These factors were incorporated into a clinical risk score model in which the total number of risk factors is used to stratify patients with respect to OS .6
To address the limitations of the Nordlinger et al. model, which included a postoperative factor, Fong et al. assessed 1001 patients undergoing CLM resection and reported another clinical risk score model with five risk factors that are available before surgery and were associated with recurrence-free survival (RFS): carcinoembryonic antigen level > 200 ng/mL, largest CLM diameter > 5 cm, multiple CLM, primary lymph node metastases, and synchronous CLM (defined as disease-free interval < 1 year).7 The so-called Fong score has become the most widely adopted clinical risk score model for CLM in the past two decades.
The prognostic value of somatic gene alterations in patients with CLM has been increasingly recognized. Our group showed that among patients who underwent CLM resection, patients who had RAS alteration had worse RFS (hazard ratio [HR], 1.92; 95% confidence interval [CI], 1.21–3.03; p = 0.005) and worse OS (HR, 2.26; 95% CI, 1.13–4.51; p = 0.002) than patients who had RAS wild-type.8 Later, Brudvik et al. reported a new clinical risk score that integrated two clinicopathologic factors, largest CLM diameter > 5 cm and primary lymph node metastases, and RAS alteration .9
Margonis et al. also developed a clinical risk score model for OS; their model included primary lymph node metastases, carcinoembryonic antigen level before surgery ≥20 ng/mL, extrahepatic disease, resection margin <1 mm, KRAS alteration, and higher tumor burden score, which combines tumor size and number .10 Both the clinical risk score by Brudvik et al. and the clinical risk score by Margonis et al. performed better in predicting OS than did the Fong score (C-index, 0.69 vs. 0.57 and 0.65 vs. 0.58, respectively).
The clinical risk score models mentioned above categorized patients with CLM into 3 to 7 risk groups on the basis of dichotomized variables. Dichotomization underestimates the extent of risk variation and is associated with substantial loss of statistical power compared with use of continuous variables. As such, development of a new prognostic model based on continuous number and diameter of CLM for patients undergoing CLM resection is desirable in the future.
Preoperative Medical Therapy
In 2012, a multidisciplinary international group reported outcomes of more than 14,000 patients who underwent CLM resection and showed that the 5-year OS rate was significantly better in patients who underwent curative resection of CLM than that in patients who did not undergo CLM resection (42% vs. 8%; p < 0.001). The 5-year OS rate was 33% in patients who had initially unresectable CLM converted to resectable status after chemotherapy .11 Owing to recent advances in medical therapy, the combination of preoperative medical therapy and surgical resection has become the standard of care for patients with CLM.
Regimens including 5-fluorouracil, leucovorin, and oxaliplatin (FOLFOX) or 5-fluorouracil, leucovorin, and irinotecan with molecular-targeted agents are commonly used for patients with colorectal cancer. RAS alteration status is used as a biomarker for predicting the response to molecular therapy targeting anti-epidermal growth factor receptor.
The efficacy of preoperative chemotherapy for resectable CLM remains a subject of debate. The EPOC trial was a randomized controlled trial that compared patients who received perioperative FOLFOX and surgery with patients who underwent surgery alone. In the intention-to-treat analysis, the 3-year progression-free survival (PFS) rate did not differ significantly between patients who received chemotherapy followed by surgery and patients who underwent surgery alone (35.4% and 28.1%, respectively; HR, 0.79; 95% CI, 0.62–1.02; p = 0.058). In the per-protocol analysis, the 3-year PFS rate was significantly higher in patients who received perioperative chemotherapy and surgery than that in patients who underwent surgery alone (36.2% vs. 28.1%; HR, 0.77; 95% CI, 0.60–1.00; p = 0.041) .12
Subsequently, the same group conducted another randomized controlled phase 3 trial, the New EPOC trial, in which 257 patients with KRAS wild-type resectable or suboptimally resectable CLM received perioperative chemotherapy with cetuximab (n = 129) or without cetuximab (n = 128) and underwent resection of CLM according to the same criteria. The trial showed that perioperative chemotherapy with cetuximab was associated with worse OS than perioperative chemotherapy without cetuximab (median OS, 55.4 months vs. 81.0 months; HR, 1.45; 95% CI, 1.02–2.05; p = 0.036) .13 Median PFS did not differ significantly between the groups (15.5 months with cetuximab vs. 22.2 months without cetuximab; HR, 1.17; 95% CI, 0.87–1.56; p = 0.304).
The response to preoperative chemotherapy is regarded as an important predictive factor for survival after CLM resection. Adam et al. reported that the 5-year OS rate was higher in patients who had stable disease than that in patients who had progressive disease: 30% vs. 8% .14 Vigano et al. identified three prognostic factors in patients with progressive disease after preoperative chemotherapy: number of tumors >3, tumor diameter > 5 cm, and carcinoembryonic antigen level > 200 ng/mL at diagnosis. These authors showed that the 3-year OS rate was less than 10% in patients with two or more risk factors or carcinoembryonic antigen level > 200 ng/mL at diagnosis. In contrast, patients who did not have any of the three risk factors had a 3-year OS rate of 60.5% regardless of progressive disease after chemotherapy. Therefore, poor response to preoperative chemotherapy should not be a contraindication for surgery.15
Although response to chemotherapy has been evaluated using the size and number of tumors (i.e., the Response Evaluation Criteria for Solid Tumors), our group reported that pathologic response to chemotherapy, which is independent of change in tumor size, was associated with prognosis.16
Mise et al. reported that RAS-mutant CLM is an independent risk factor for poor pathologic response to preoperative chemotherapy (HR, 2.61; 95% CI, 1.17–5.80; p = 0.019).17 Resection remains a standard of care for patients with technically resectable CLM, and preoperative chemotherapy is useful for testing tumor biology; however, preoperative chemotherapy lasting longer than 3 months has been reported to increase hepatic toxicity.18 Currently, preoperative chemotherapy is given to 88% of patients undergoing CLM resection at our institution. Among patients with resectable CLM, our preferred regimen is four cycles of chemotherapy (Fig. 1a). For patients with marginally resectable CLM, it is important to consider genetic and clinical information, patients’ performance status, and the response to preoperative chemotherapy prior to proceeding with surgical treatment.
Liver-Directed Therapy
Patients with CLM have various options for liver-directed therapies: liver resection, ablation, stereotactic body radiation therapy, yttrium-90 radiation, and proton beam radiation.
Recently, associations of RAS alterations with surgical margin status have been reported. Brudvik et al. reported that RAS alterations were associated with positive surgical margins (HR, 2.44; 95% CI, 1.30–4.58) and narrower surgical margins .19 Margonis et al. showed that in patients with KRAS-mutated CLM, anatomic liver resection was associated with better PFS compared to non-anatomic resection (HR, 0.42; 95% CI, 0.23–0.78; p = 0.006) .20 However, Mise et al. reported that parenchyma-sparing hepatectomy does not negatively impact postoperative outcome and is associated with a greater chance of repeat resection in case of recurrence than major hepatectomy (68% vs. 24%; p < 0.01),21 and Vreeland et al. reported that there was no difference in OS or liver-specific RFS between the anatomic resection and non-anatomic resection groups, regardless of RAS alteration status.22 Given these findings, the basic surgical approach for CLM at MD Anderson Cancer Center has transitioned from major hepatectomy to parenchyma-sparing hepatectomy, although we still pursue curability by extended major hepatectomy in aggressive cases (Fig. 1b).
For patients with unresectable CLM, liver-directed therapies other than liver resection may be used. A randomized phase II trial that compared percutaneous ablation vs. systemic therapy alone showed that the 5-year OS rate was 43.1% with percutaneous ablation and 30.3% with systemic therapy alone (p = 0.01).4 An adequate ablation margin is critical for achieving effective local tumor control. Shady et al. reported that ablation margin ≤5 mm was a risk factor for local recurrence (also defined as local tumor progression) (HR, 11.6; 95% CI, 3.1–42.7; p < 0.001), regardless of the ablation modality. Additionally, these authors did not observe local tumor progression in patients with ablation margin >10 mm.23
Tumor biology may affect the minimum ablation margin. Odisio et al. reported that RAS alteration (HR, 3.01; 95% CI, 1.60–5.77) and minimal ablation margin <5 mm (HR, 2.48; 95% CI, 1.31–4.72) were risk factors for local tumor progression .24 Figure 2 shows local tumor progression stratified by the largest CLM diameter and RAS status. Early local tumor progression was identified in RAS-mutant CLM, even when the CLM were < 2 cm.
On the basis of these findings, we recommend an accurate approach to percutaneous ablation margin using cross-sectional imaging guidance with computed tomography for three-dimensional assessment of minimal ablation margins rather than intraoperative ultrasound-guided concomitant ablation (Fig. 3). In our recent experience, we have used percutaneous ablation after resection as part of a “completion ablation” approach using postoperative computed tomography technique .25 A recent study indicated significantly lower rates of local tumor progression with this “completion ablation” approach than those with CLM resection and intraoperative concomitant ablation26 (Fig. 4).
Other options for liver-directed therapies are stereotactic body radiation therapy,5 yttrium-90 radiation,27 and proton beam radiation.28 However, these therapies are not considered first-line therapies at this time.
Decision at Recurrence After Surgery
Although the 5-year OS rate after CLM resection is high, ranging from 20 to 60% ,29, 30 approximately 70 to 80% of patients undergoing CLM resection experience recurrence. The liver is the most common site of recurrence after CLM resection. Studies have shown that repeat resection of recurrent CLM is effective and has the potential for cure. Andreou et al. reported that the 5-year OS rate after repeat resection of CLM was 73%.31
RAS alteration status can be used to predict prognosis after repeat resection of recurrent CLM and after two-stage hepatectomy for bilateral CLM. In patients undergoing repeat resection of recurrent CLM, RFS and OS were significantly worse in patients with RAS alteration than those in patients with RAS wild-type. Median RFS was 6.1 months in patients with RAS alteration vs. 12.1 months in patients with RAS wild-type (HR, 1.69; 95% CI, 1.03–2.72; p = 0.037). Median OS was 26.6 months in patients with RAS alteration vs. 42.5 months in patients with RAS wild-type (HR, 2.11; 95% CI, 1.11–3.98; p = 0.024).32 In patients who experienced recurrence after two-stage hepatectomy for bilateral CLM, repeat resection of recurrent CLM improved OS (HR, 0.25; 95% CI, 0.10–0.54; p < 0.001). For this patient group, RAS alteration was associated with decreased OS (HR, 2.25; 95% CI, 1.16–4.50; p = 0.016) .33
Genetic Profile of CLM: Beyond RAS Alteration Status
Although studies showed that patients with RAS alteration had a poor prognosis after CLM resection, RAS alteration should not be a contraindication for CLM resection.
Beyond RAS alteration, other genetic alterations may have prognostic utility in the treatment of CLM. The substitution of valine for glutamate in codon 600 (BRAF V600E) is a well known negative prognostic factor in patients with colorectal cancer. Schirripa et al. reported that the negative impact of BRAF alteration on prognosis (HR, 3.07; 95% CI, 2.12–22.94; p = 0.002) was greater than the negative impact of RAS alteration (HR, 1.47; 95% CI, 1.05–2.07; p = 0.025) .34 The association of BRAF V600E with prognosis in surgical cohorts is unclear because patients with BRAF V600E generally present with multiple extrahepatic sites of disease and rarely undergo surgical treatment. In a recent multi-institutional study that included 853 patients, BRAF V600E alteration was identified in 43 patients (5.0%). RFS and OS after CLM resection were worse in patients with BRAF V600E than those in patients with BRAF V600E wild-type (RFS: HR, 2.04; 95% CI, 1.30–3.20; OS: HR, 2.76; 95% CI, 1.74–4.37).35
A recent study of The Cancer Genome Atlas reported that genetic mutations of cancer cells could be understood in the context of 10 oncogenic signaling pathways: RTK/RAS, p53, Wnt, TGF-β, Notch, PIK3, Hippo, Myc, cell cycle, and Nrf2 .36 Our group used genetic analysis with next-generation sequencing in patients undergoing CLM resection and showed that at least one genetic alteration was found in 95.5% of patients with CLM .37 We also found that the following five genes had a frequency of somatic mutation higher than 10% in patients with CLM (Fig. 5): TP53 (70.8%, member of the p53 pathway), KRAS (46.7%, member of the MAPK pathway), APC (53.5%, member of the Wnt pathway), PIK3CA (15.8%, member of the PIK3 pathway), and SMAD4 (11.0%, member of the TGF-β pathway) .38 Co-mutation of RAS and TP53 was associated with worse OS than RAS alteration alone, and median RFS was lower for patients with RAS/TP53 co-mutation than for those with RAS/TP53 wild-type, even among patients who were free of recurrence at 1 year (1.5 years vs. 2.8 years; p = 0.006) or who were free of recurrence at 2 years (3.0 years vs. 5.9 years; p = 0.024) .30 Somatic gene alterations in RAS (HR, 1.47; 95% CI, 1.20–1.82; p < 0.001), TP53 (HR, 1.40; 95% CI, 1.11–1.78; p = 0.005), and SMAD4 (HR, 1.62; 95% CI, 1.20–2.20; p = 0.002) were associated with worse OS after CLM resection, and alterations in more than one of these three genes were associated with worse OS and RFS than alteration in only one or none of them. Additionally, OS and RFS did not differ significantly between patients with RAS alteration and wild-type TP53 and SMAD4 and patients with wild-type RAS .38
Our recent study showed that FBXW7 somatic gene alteration was the sixth most common alteration in patients with CLM and was associated with prognosis .39
From the point of view of signaling pathways, alteration in RAS/BRAF (MAPK pathway) contributes to the deregulation of cell proliferation and differentiation. TP53 is a tumor suppressor gene in the p53 pathway, which is activated by DNA damage and induces apoptosis and cell cycle arrest, and TP53 mutations alter these protecting functions. SMAD4 is a tumor suppressor gene in the TGF-β pathway, which regulates cell proliferation. FBXW7 inhibits the Notch pathway, and its mutation results in uncontrolled cell growth (Fig. 6).
Lang et al. identified four clinicopathologic and genetic risk factors for relapse in patients with CLM on the basis of next-generation sequencing: largest CLM diameter > 5 cm, primary lymph node metastases, RAS/BRAF alteration, and SMAD alteration (Table 1). The authors showed that a new clinical risk score integrating these four risk factors stratified prognosis by number of existing risk factors .40
Further understanding of the genetic profile of colorectal cancer may be helpful for selecting patients with high risk for decreased OS .41 For such patients, whether CLM resection is warranted should be carefully determined considering the response to preoperative chemotherapy.
Surveillance After Resection of CLM
National Comprehensive Cancer Network guidelines currently recommend a computed tomography scan every 3 to 6 months until 2 years and every 6 to 12 months from 2 to 5 years in patients with stage IV colorectal cancer. However, the surveillance algorithm for patients undergoing resection of synchronous or metachronous CLM has not been established yet. The goal of surveillance for patients with CLM is to detect early manifestations of CLM recurrence and permit timely re-intervention to achieve cure. Recently, our group reported that the probability of recurrence peaked at approximately 1 year and diminished thereafter .30 Additionally, the risk of recurrence changes over time by the interval free from recurrence after surgery (Fig. 7). At the time of CLM resection, RAS alteration, number and diameter of CLM, and primary lymph node metastases were all risk factors for recurrence; however, for patients free from recurrence at 2 years after CLM resection, only RAS alteration was associated with recurrence. Thus, it is reasonable to stratify surveillance intensity by RAS alteration status after 2 years. Our group recently proposed a surveillance algorithm in which surveillance is tailored according to the changes over time in recurrence risk and risk factors (Fig. 8).
Conclusion
Understanding the heterogeneity of the tumor burden and genetic profile of CLM is important to accurately predict prognosis after CLM resection and select the best treatment approach for individual patients. RAS alteration is a risk factor for poor survival in addition to traditional clinical risk factors (e.g., number and diameter of CLM, primary lymph node metastases). RAS alteration status can be used not only to predict survival after initial CLM resection but also to select treatment for recurrent CLM and to tailor postoperative follow-up. Recent studies using genetic sequencing have shown TP53 and SMAD4 alterations are associated with poor prognosis as well. Currently, somatic gene alteration status should not be interpreted as a contraindication for CLM resection. Instead, clinicians should use genetic and clinicopathologic risk factors to help guide decision-making regarding surgery and other forms of therapy.
Abbreviations
- CI:
-
Confidence interval
- CLM:
-
Colorectal liver metastases
- FOLFOX:
-
5-Fluorouracil, leucovorin, and oxaliplatin
- HR:
-
Hazard ratio
- OS:
-
Overall survival
- PFS:
-
Progression-free survival
- RFS:
-
Recurrence-free survival
References
Kawaguchi Y, Fuks D, Kokudo N, Gayet B. Difficulty of Laparoscopic Liver Resection: Proposal for a New Classification. Ann Surg 2018; 267: 13-17.
Kawaguchi Y, Hasegawa K, Tzeng CD et al. Performance of a modified three-level classification in stratifying open liver resection procedures in terms of complexity and postoperative morbidity. Br J Surg 2020; 107: 258-67.
Cloyd JM, Mizuno T, Kawaguchi Y et al. Comprehensive Complication Index Validates Improved Outcomes Over Time Despite Increased Complexity in 3707 Consecutive Hepatectomies. Ann Surg 2020; 271: 724-731.
Ruers T, Van Coevorden F, Punt CJ et al. Local Treatment of Unresectable Colorectal Liver Metastases: Results of a Randomized Phase II Trial. J Natl Cancer Inst 2017; 109: djx015.
van Hazel GA, Heinemann V, Sharma NK et al. 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 2016; 34: 1723-1731.
Nordlinger B, Guiguet M, Vaillant JC et al. Surgical resection of colorectal carcinoma metastases to the liver. A prognostic scoring system to improve case selection, based on 1568 patients. Association Française de Chirurgie. Cancer 1996; 77: 1254-1262.
Fong Y, Fortner J, Sun RL et al. Clinical score for predicting recurrence after hepatic resection for metastatic colorectal cancer: analysis of 1001 consecutive cases. Ann Surg 1999; 230: 309-318; discussion 318-321.
Vauthey JN, Zimmitti G, Kopetz SE et al. RAS mutation status predicts survival and patterns of recurrence in patients undergoing hepatectomy for colorectal liver metastases. Ann Surg 2013; 258: 619-626; discussion 626-617.
Brudvik KW, Jones RP, Giuliante F et al. RAS Mutation Clinical Risk Score to Predict Survival After Resection of Colorectal Liver Metastases. Ann Surg 2019; 269: 120-126.
Margonis GA, Sasaki K, Gholami S et al. Genetic And Morphological Evaluation (GAME) score for patients with colorectal liver metastases. Br J Surg 2018; 105: 1210-1220.
Adam R, De Gramont A, Figueras J et al. The oncosurgery approach to managing liver metastases from colorectal cancer: a multidisciplinary international consensus. Oncologist 2012; 17: 1225-1239.
Nordlinger B, Sorbye H, Glimelius B et al. Perioperative chemotherapy with FOLFOX4 and surgery versus surgery alone for resectable liver metastases from colorectal cancer (EORTC Intergroup trial 40983): a randomised controlled trial. Lancet 2008; 371: 1007-1016.
Bridgewater JA, Pugh SA, Maishman T et al. Systemic chemotherapy with or without cetuximab in patients with resectable colorectal liver metastasis (New EPOC): long-term results of a multicentre, randomised, controlled, phase 3 trial. The Lancet Oncology 2020; 21: 398-411.
Adam R, Pascal G, Castaing D et al. Tumor progression while on chemotherapy: a contraindication to liver resection for multiple colorectal metastases? Ann Surg 2004; 240: 1052-1061; discussion 1061-1054.
Vigano L, Capussotti L, Barroso E et al. Progression while receiving preoperative chemotherapy should not be an absolute contraindication to liver resection for colorectal metastases. Ann Surg Oncol 2012; 19: 2786-2796.
Chun YS, Vauthey JN, Boonsirikamchai P et al. Association of computed tomography morphologic criteria with pathologic response and survival in patients treated with bevacizumab for colorectal liver metastases. Jama 2009; 302: 2338-2344.
Mise Y, Zimmitti G, Shindoh J et al. RAS mutations predict radiologic and pathologic response in patients treated with chemotherapy before resection of colorectal liver metastases. Ann Surg Oncol 2015; 22: 834-842.
Nakano H, Oussoultzoglou E, Rosso E et al. Sinusoidal injury increases morbidity after major hepatectomy in patients with colorectal liver metastases receiving preoperative chemotherapy. Ann Surg 2008; 247: 118-124.
Brudvik KW, Mise Y, Chung MH et al. RAS Mutation Predicts Positive Resection Margins and Narrower Resection Margins in Patients Undergoing Resection of Colorectal Liver Metastases. Ann Surg Oncol 2016; 23: 2635-2643.
Margonis GA, Buettner S, Andreatos N et al. Anatomical Resections Improve Disease-free Survival in Patients With KRAS-mutated Colorectal Liver Metastases. Ann Surg 2017; 266: 641-649.
Mise Y, Aloia TA, Brudvik KW et al. Parenchymal-sparing Hepatectomy in Colorectal Liver Metastasis Improves Salvageability and Survival. Ann Surg 2016; 263: 146-152.
Joechle K, Vreeland TJ, Vega EA et al. Anatomic Resection Is Not Required for Colorectal Liver Metastases with RAS Mutation. J Gastrointest Surg 2020; 24: 1033-1039.
Shady W, Petre EN, Do KG et al. Percutaneous Microwave versus Radiofrequency Ablation of Colorectal Liver Metastases: Ablation with Clear Margins (A0) Provides the Best Local Tumor Control. J Vasc Interv Radiol 2018; 29: 268-275 e261.
Odisio BC, Yamashita S, Huang SY et al. Local tumour progression after percutaneous ablation of colorectal liver metastases according to RAS mutation status. Br J Surg 2017; 104: 760-768.
Odisio BC, Yamashita S, Frota L et al. Planned Treatment of Advanced Metastatic Disease with Completion Ablation After Hepatic Resection. J Gastrointest Surg 2017; 21: 628-635.
Okuno M, Kawaguchi Y, De Bellis M et al. A new sequential treatment strategy for multiple colorectal liver metastases: Planned incomplete resection and postoperative completion ablation for intentionally-untreated tumors under guidance of cross-sectional imaging. Eur J Surg Oncol 2021; 47: 311-316.
Padia SA, Johnson GE, Agopian VG et al. Yttrium-90 radiation segmentectomy for hepatic metastases: A multi-institutional study of safety and efficacy. J Surg Oncol 2021; 123: 172-178.
Colbert LE, Cloyd JM, Koay EJ et al. Proton beam radiation as salvage therapy for bilateral colorectal liver metastases not amenable to second-stage hepatectomy. Surgery 2017; 161: 1543-1548.
Abdalla EK, Vauthey JN, Ellis LM et al. Recurrence and outcomes following hepatic resection, radiofrequency ablation, and combined resection/ablation for colorectal liver metastases. Ann Surg 2004; 239: 818-825; discussion 825-817.
Kawaguchi Y, Lillemoe HA, Panettieri E et al. Conditional Recurrence-Free Survival after Resection of Colorectal Liver Metastases: Persistent Deleterious Association with RAS and TP53 Co-Mutation. J Am Coll Surg 2019; 229: 286-294.e281.
Andreou A, Brouquet A, Abdalla EK et al. Repeat hepatectomy for recurrent colorectal liver metastases is associated with a high survival rate. HPB (Oxford) 2011; 13: 774-782.
Denbo JW, Yamashita S, Passot G et al. RAS Mutation Is Associated with Decreased Survival in Patients Undergoing Repeat Hepatectomy for Colorectal Liver Metastases. J Gastrointest Surg 2017; 21: 68-77.
Lillemoe HA, Kawaguchi Y, Passot G et al. Surgical Resection for Recurrence After Two-Stage Hepatectomy for Colorectal Liver Metastases Is Feasible, Is Safe, and Improves Survival. J Gastrointest Surg 2019; 23: 84-92.
Schirripa M, Bergamo F, Cremolini C et al. BRAF and RAS mutations as prognostic factors in metastatic colorectal cancer patients undergoing liver resection. Br J Cancer 2015; 112: 1921-1928.
Margonis GA, Buettner S, Andreatos N et al. Association of BRAF Mutations With Survival and Recurrence in Surgically Treated Patients With Metastatic Colorectal Liver Cancer. JAMA Surg 2018; 153: e180996.
Sanchez-Vega F, Mina M, Armenia J et al. Oncogenic Signaling Pathways in The Cancer Genome Atlas. Cell 2018; 173: 321-337.e310.
Chun YS, Passot G, Yamashita S et al. Deleterious Effect of RAS and Evolutionary High-risk TP53 Double Mutation in Colorectal Liver Metastases. Ann Surg 2019; 269: 917-923.
Kawaguchi Y, Kopetz S, Newhook TE 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. Clin Cancer Res 2019; 25: 5843-5851.
Kawaguchi Y, Newhook T, Tran Cao HS et al. Alteration of FBXW7 is Associated with Worse Survival in Patients Undergoing Resection of Colorectal Liver Metastases. J Gastrointest Surg 2021; 25: 186-194.
Lang H, Baumgart J, Heinrich S et al. Extended Molecular Profiling Improves Stratification and Prediction of Survival After Resection of Colorectal Liver Metastases. Ann Surg 2019; 270: 799-805.
Kawaguchi Y, Lillemoe HA, Vauthey JN. Gene mutation and surgical technique: Suggestion or more? Surg Oncol 2020; 33: 210-5.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare no competing interests.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Nishioka, Y., Kawaguchi, Y., Kothari, A.N. et al. Prognostic and Therapeutic Implications of Tumor Biology, Including Gene Alterations, in Colorectal Liver Metastases. J Gastrointest Surg 25, 1591–1600 (2021). https://doi.org/10.1007/s11605-021-04962-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11605-021-04962-x