Skip to main content
Top
Published in: Abdominal Radiology 6/2019

01-06-2019

Relationship between KRAS mutations and dual time point 18F-FDG PET/CT imaging in colorectal liver metastases

Authors: Wujian Mao, Jun Zhou, He Zhang, Lin Qiu, Hui Tan, Yan Hu, Hongcheng Shi

Published in: Abdominal Radiology | Issue 6/2019

Login to get access

Abstract

Purpose

To investigate the association between metabolic parameters of dual time point 18F-FDG PET/CT imaging and Kirsten rat sarcoma (KRAS) mutation status in colorectal liver metastases (CRLM).

Methods

Forty-nine colorectal cancer patients with 87 liver metastatic lesions were included in this retrospective study. KRAS gene mutation tests were also performed for all the patients. The maximum standardized uptake value (SUVmax) was measured for each hepatic metastatic lesion on both early and delayed scans, and the change of SUVmax (ΔSUVmax) and retention index (RI) were calculated. Uni-variate and multi-variate analyses were employed to determine the relationship between any PET/CT parameters and KRAS mutation status.

Results

Thirty-seven (42.5%) liver metastatic lesions harboring KRAS mutations were identified. The SUVmax of CRLM with KRAS mutation both on early and delayed scans was significantly higher than those with wild-type KRAS (10.7 ± 6.0 vs. 7.8 ± 3.3, P = 0.002; 15.5 ± 10.1 vs. 10.0 ± 4.2, P < 0.001, respectively). Compared with wild-type KRAS CRLM, ΔSUVmax and RI (%) of CRLM with KRAS mutation were also significantly higher than those with wild-type KRAS (4.8 ± 4.7 vs. 2.2 ± 2.0, P < 0.001; 45.3 ± 28.2 vs. 29.6 ± 24.7, P = 0.003, respectively). Multi-variate analyses showed that the SUVmax on both early and delayed scans, ΔSUVmax, and RI (%) were the 4 independent factors to predict CRLM patients harboring KRAS mutations.

Conclusion

The SUVmax on both early and delayed scans, ΔSUVmax, and RI (%) may be the 4 independent factors to predict CRLM patients harboring KRAS mutations.
Literature
1.
go back to reference Torre LA, Bray F, Siegel RL, et al. (2015) Global cancer statistics. CA Cancer J Clin 65(2):87–108CrossRefPubMed Torre LA, Bray F, Siegel RL, et al. (2015) Global cancer statistics. CA Cancer J Clin 65(2):87–108CrossRefPubMed
2.
go back to reference Helling TS, Martin M (2014) Cause of death from liver metastases in colorectal cancer. Ann Surg Oncol 21(2):501–506CrossRefPubMed Helling TS, Martin M (2014) Cause of death from liver metastases in colorectal cancer. Ann Surg Oncol 21(2):501–506CrossRefPubMed
3.
go back to reference Nordlinger B, Sorbye H, Glimelius B, et al. (2013) Perioperative FOLFOX4 chemotherapy and surgery versus surgery alone for resectable liver metastases from colorectal cancer (EORTC 40983): long-term results of a randomised, controlled, phase 3 trial. Lancet Oncol 14(12):1208–1215CrossRefPubMed Nordlinger B, Sorbye H, Glimelius B, et al. (2013) Perioperative FOLFOX4 chemotherapy and surgery versus surgery alone for resectable liver metastases from colorectal cancer (EORTC 40983): long-term results of a randomised, controlled, phase 3 trial. Lancet Oncol 14(12):1208–1215CrossRefPubMed
4.
go back to reference Nanji S, Cleary S, Ryan P, et al. (2013) Up-front hepatic resection for metastatic colorectal cancer results in favorable long-term survival. Ann Surg Oncol 20(1):295–304CrossRefPubMed Nanji S, Cleary S, Ryan P, et al. (2013) Up-front hepatic resection for metastatic colorectal cancer results in favorable long-term survival. Ann Surg Oncol 20(1):295–304CrossRefPubMed
5.
go back to reference House MG, Ito H, Gonen M et al. (2010) Survival after hepatic resection for metastatic colorectal cancer: trends in outcomes for 1600 patients during two decades at a single institution. J Am Coll Surg 210 (5):744–752, 752–745. House MG, Ito H, Gonen M et al. (2010) Survival after hepatic resection for metastatic colorectal cancer: trends in outcomes for 1600 patients during two decades at a single institution. J Am Coll Surg 210 (5):744–752, 752–745.
6.
go back to reference Kopetz S, Chang GJ, Overman MJ, et al. (2009) Improved survival in metastatic colorectal cancer is associated with adoption of hepatic resection and improved chemotherapy. J Clin Oncol 27(22):3677–3683CrossRefPubMedPubMedCentral Kopetz S, Chang GJ, Overman MJ, et al. (2009) Improved survival in metastatic colorectal cancer is associated with adoption of hepatic resection and improved chemotherapy. J Clin Oncol 27(22):3677–3683CrossRefPubMedPubMedCentral
7.
go back to reference Douillard JY, Oliner KS, Siena S, et al. (2013) Panitumumab-FOLFOX4 treatment and RAS mutations in colorectal cancer. N Engl J Med 369(11):1023–1034CrossRefPubMed Douillard JY, Oliner KS, Siena S, et al. (2013) Panitumumab-FOLFOX4 treatment and RAS mutations in colorectal cancer. N Engl J Med 369(11):1023–1034CrossRefPubMed
8.
go back to reference Karapetis CS, Khambata-Ford S, Jonker DJ, et al. (2008) K-ras mutations and benefit from cetuximab in advanced colorectal cancer. N Engl J Med 359(17):1757–1765CrossRefPubMed Karapetis CS, Khambata-Ford S, Jonker DJ, et al. (2008) K-ras mutations and benefit from cetuximab in advanced colorectal cancer. N Engl J Med 359(17):1757–1765CrossRefPubMed
9.
go back to reference Lal N, Beggs AD, Willcox BE, et al. (2015) An immunogenomic stratification of colorectal cancer: implications for development of targeted immunotherapy. Oncoimmunology 4(3):e976052CrossRefPubMedPubMedCentral Lal N, Beggs AD, Willcox BE, et al. (2015) An immunogenomic stratification of colorectal cancer: implications for development of targeted immunotherapy. Oncoimmunology 4(3):e976052CrossRefPubMedPubMedCentral
10.
go back to reference Kwak MS, Cha JM, Yoon JY, et al. (2017) Prognostic value of KRAS codon 13 gene mutation for overall survival in colorectal cancer: direct and indirect comparison meta-analysis. Medicine (Baltimore) 96(35):e7882CrossRef Kwak MS, Cha JM, Yoon JY, et al. (2017) Prognostic value of KRAS codon 13 gene mutation for overall survival in colorectal cancer: direct and indirect comparison meta-analysis. Medicine (Baltimore) 96(35):e7882CrossRef
11.
go back to reference Neumann J, Zeindl-Eberhart E, Kirchner T, et al. (2009) Frequency and type of KRAS mutations in routine diagnostic analysis of metastatic colorectal cancer. Pathol Res Pract 205(12):858–862CrossRefPubMed Neumann J, Zeindl-Eberhart E, Kirchner T, et al. (2009) Frequency and type of KRAS mutations in routine diagnostic analysis of metastatic colorectal cancer. Pathol Res Pract 205(12):858–862CrossRefPubMed
12.
go back to reference Voutsina A, Tzardi M, Kalikaki A, et al. (2013) Combined analysis of KRAS and PIK3CA mutations, MET and PTEN expression in primary tumors and corresponding metastases in colorectal cancer. Mod Pathol 26(2):302–313CrossRefPubMed Voutsina A, Tzardi M, Kalikaki A, et al. (2013) Combined analysis of KRAS and PIK3CA mutations, MET and PTEN expression in primary tumors and corresponding metastases in colorectal cancer. Mod Pathol 26(2):302–313CrossRefPubMed
13.
go back to reference Kim MJ, Lee HS, Kim JH, et al. (2012) Different metastatic pattern according to the KRAS mutational status and site-specific discordance of KRAS status in patients with colorectal cancer. BMC Cancer 12:347CrossRefPubMedPubMedCentral Kim MJ, Lee HS, Kim JH, et al. (2012) Different metastatic pattern according to the KRAS mutational status and site-specific discordance of KRAS status in patients with colorectal cancer. BMC Cancer 12:347CrossRefPubMedPubMedCentral
14.
go back to reference Knijn N, Mekenkamp LJ, Klomp M, et al. (2011) KRAS mutation analysis: a comparison between primary tumours and matched liver metastases in 305 colorectal cancer patients. Br J Cancer 104(6):1020–1026CrossRefPubMedPubMedCentral Knijn N, Mekenkamp LJ, Klomp M, et al. (2011) KRAS mutation analysis: a comparison between primary tumours and matched liver metastases in 305 colorectal cancer patients. Br J Cancer 104(6):1020–1026CrossRefPubMedPubMedCentral
15.
go back to reference Krol LC, Hart NA, Methorst N, et al. (2012) Concordance in KRAS and BRAF mutations in endoscopic biopsy samples and resection specimens of colorectal adenocarcinoma. Eur J Cancer 48(7):1108–1115CrossRefPubMed Krol LC, Hart NA, Methorst N, et al. (2012) Concordance in KRAS and BRAF mutations in endoscopic biopsy samples and resection specimens of colorectal adenocarcinoma. Eur J Cancer 48(7):1108–1115CrossRefPubMed
16.
go back to reference Burrell RA, McGranahan N, Bartek J, et al. (2013) The causes and consequences of genetic heterogeneity in cancer evolution. Nature 501(7467):338–345CrossRef Burrell RA, McGranahan N, Bartek J, et al. (2013) The causes and consequences of genetic heterogeneity in cancer evolution. Nature 501(7467):338–345CrossRef
17.
go back to reference Gutenberg A, Gerdes JS, Jung K, et al. (2010) High chromosomal instability in brain metastases of colorectal carcinoma. Cancer Genet Cytogenet 198(1):47–51CrossRefPubMed Gutenberg A, Gerdes JS, Jung K, et al. (2010) High chromosomal instability in brain metastases of colorectal carcinoma. Cancer Genet Cytogenet 198(1):47–51CrossRefPubMed
18.
go back to reference Lee JW, Kim SK, Lee SM, et al. (2011) Detection of hepatic metastases using dual-time-point FDG PET/CT scans in patients with colorectal cancer. Mol Imaging Biol 13(3):565–572CrossRefPubMed Lee JW, Kim SK, Lee SM, et al. (2011) Detection of hepatic metastases using dual-time-point FDG PET/CT scans in patients with colorectal cancer. Mol Imaging Biol 13(3):565–572CrossRefPubMed
19.
go back to reference Dirisamer A, Halpern BS, Schima W, et al. (2008) Dual-time-point FDG-PET/CT for the detection of hepatic metastases. Mol Imaging Biol 10(6):335–340CrossRefPubMed Dirisamer A, Halpern BS, Schima W, et al. (2008) Dual-time-point FDG-PET/CT for the detection of hepatic metastases. Mol Imaging Biol 10(6):335–340CrossRefPubMed
20.
go back to reference Yun J, Rago C, Cheong I, et al. (2009) Glucose deprivation contributes to the development of KRAS pathway mutations in tumor cells. Science 325(5947):1555–1559CrossRefPubMedPubMedCentral Yun J, Rago C, Cheong I, et al. (2009) Glucose deprivation contributes to the development of KRAS pathway mutations in tumor cells. Science 325(5947):1555–1559CrossRefPubMedPubMedCentral
21.
go back to reference Kawada K, Nakamoto Y, Kawada M, et al. (2012) Relationship between 18F-fluorodeoxyglucose accumulation and KRAS/BRAF mutations in colorectal cancer. Clin Cancer Res 18(6):1696–1703CrossRefPubMed Kawada K, Nakamoto Y, Kawada M, et al. (2012) Relationship between 18F-fluorodeoxyglucose accumulation and KRAS/BRAF mutations in colorectal cancer. Clin Cancer Res 18(6):1696–1703CrossRefPubMed
22.
go back to reference Caicedo C, Garcia-Velloso MJ, Lozano MD, et al. (2014) Role of [(1)(8)F]FDG PET in prediction of KRAS and EGFR mutation status in patients with advanced non-small-cell lung cancer. Eur J Nucl Med Mol Imaging 41(11):2058–2065CrossRefPubMed Caicedo C, Garcia-Velloso MJ, Lozano MD, et al. (2014) Role of [(1)(8)F]FDG PET in prediction of KRAS and EGFR mutation status in patients with advanced non-small-cell lung cancer. Eur J Nucl Med Mol Imaging 41(11):2058–2065CrossRefPubMed
23.
go back to reference Allegra CJ, Jessup JM, Somerfield MR, et al. (2009) American Society of Clinical Oncology provisional clinical opinion: testing for KRAS gene mutations in patients with metastatic colorectal carcinoma to predict response to anti-epidermal growth factor receptor monoclonal antibody therapy. J Clin Oncol 27(12):2091–2096CrossRefPubMed Allegra CJ, Jessup JM, Somerfield MR, et al. (2009) American Society of Clinical Oncology provisional clinical opinion: testing for KRAS gene mutations in patients with metastatic colorectal carcinoma to predict response to anti-epidermal growth factor receptor monoclonal antibody therapy. J Clin Oncol 27(12):2091–2096CrossRefPubMed
24.
go back to reference Chen SW, Chiang HC, Chen WT, et al. (2014) Correlation between PET/CT parameters and KRAS expression in colorectal cancer. Clin Nucl Med 39(8):685–689CrossRefPubMed Chen SW, Chiang HC, Chen WT, et al. (2014) Correlation between PET/CT parameters and KRAS expression in colorectal cancer. Clin Nucl Med 39(8):685–689CrossRefPubMed
25.
go back to reference Lovinfosse P, Koopmansch B, Lambert F, et al. (2016) (18)F-FDG PET/CT imaging in rectal cancer: relationship with the RAS mutational status. Br J Radiol 89(1063):20160212CrossRefPubMedPubMedCentral Lovinfosse P, Koopmansch B, Lambert F, et al. (2016) (18)F-FDG PET/CT imaging in rectal cancer: relationship with the RAS mutational status. Br J Radiol 89(1063):20160212CrossRefPubMedPubMedCentral
26.
go back to reference Lee JH, Kang J, Baik SH, et al. (2016) Relationship between 18F-fluorodeoxyglucose uptake and V-Ki-Ras2 Kirsten Rat sarcoma viral oncogene homolog mutation in colorectal cancer patients: variability depending on C-reactive protein level. Medicine (Baltimore) 95(1):e2236CrossRef Lee JH, Kang J, Baik SH, et al. (2016) Relationship between 18F-fluorodeoxyglucose uptake and V-Ki-Ras2 Kirsten Rat sarcoma viral oncogene homolog mutation in colorectal cancer patients: variability depending on C-reactive protein level. Medicine (Baltimore) 95(1):e2236CrossRef
27.
go back to reference Cho A, Jo K, Hwang SH, et al. (2017) Correlation between KRAS mutation and (18)F-FDG uptake in stage IV colorectal cancer. Abdom Radiol (NY) 42(6):1621–1626CrossRef Cho A, Jo K, Hwang SH, et al. (2017) Correlation between KRAS mutation and (18)F-FDG uptake in stage IV colorectal cancer. Abdom Radiol (NY) 42(6):1621–1626CrossRef
28.
go back to reference Kawada K, Toda K, Nakamoto Y, et al. (2015) Relationship between 18F-FDG PET/CT scans and KRAS mutations in metastatic colorectal cancer. J Nucl Med 56(9):1322–1327CrossRefPubMed Kawada K, Toda K, Nakamoto Y, et al. (2015) Relationship between 18F-FDG PET/CT scans and KRAS mutations in metastatic colorectal cancer. J Nucl Med 56(9):1322–1327CrossRefPubMed
29.
go back to reference Krikelis D, Skoura E, Kotoula V, et al. (2014) Lack of association between KRAS mutations and F-18-FDG PET/CT in caucasian metastatic colorectal cancer patients. Anticancer Res 34(5):2571–2579PubMed Krikelis D, Skoura E, Kotoula V, et al. (2014) Lack of association between KRAS mutations and F-18-FDG PET/CT in caucasian metastatic colorectal cancer patients. Anticancer Res 34(5):2571–2579PubMed
30.
go back to reference Abgral R, Valette G, Robin P, et al. (2016) Prognostic evaluation of percentage variation of metabolic tumor burden calculated by dual-phase (18) FDG PET-CT imaging in patients with head and neck cancer. Head Neck 38(Suppl 1):E600–606CrossRefPubMed Abgral R, Valette G, Robin P, et al. (2016) Prognostic evaluation of percentage variation of metabolic tumor burden calculated by dual-phase (18) FDG PET-CT imaging in patients with head and neck cancer. Head Neck 38(Suppl 1):E600–606CrossRefPubMed
31.
go back to reference Xi Y, Guo R, Hu J, et al. (2014) 18F-fluoro-2-deoxy-d-glucose retention index as a prognostic parameter in patients with pancreatic cancer. Nucl Med Commun 35(11):1112–1118CrossRefPubMed Xi Y, Guo R, Hu J, et al. (2014) 18F-fluoro-2-deoxy-d-glucose retention index as a prognostic parameter in patients with pancreatic cancer. Nucl Med Commun 35(11):1112–1118CrossRefPubMed
32.
go back to reference Garcia Vicente AM, Castrejon AS, Relea Calatayud F, et al. (2012) 18F-FDG retention index and biologic prognostic parameters in breast cancer. Clin Nucl Med 37(5):460–466CrossRefPubMed Garcia Vicente AM, Castrejon AS, Relea Calatayud F, et al. (2012) 18F-FDG retention index and biologic prognostic parameters in breast cancer. Clin Nucl Med 37(5):460–466CrossRefPubMed
33.
go back to reference Shimizu K, Okita R, Saisho S, et al. (2015) Clinical significance of dual-time-point 18F-FDG PET imaging in resectable non-small cell lung cancer. Ann Nucl Med 29(10):854–860CrossRefPubMedPubMedCentral Shimizu K, Okita R, Saisho S, et al. (2015) Clinical significance of dual-time-point 18F-FDG PET imaging in resectable non-small cell lung cancer. Ann Nucl Med 29(10):854–860CrossRefPubMedPubMedCentral
34.
go back to reference Houseni M, Chamroonrat W, Zhuang J, et al. (2010) Prognostic implication of dual-phase PET in adenocarcinoma of the lung. J Nucl Med 51(4):535–542CrossRefPubMed Houseni M, Chamroonrat W, Zhuang J, et al. (2010) Prognostic implication of dual-phase PET in adenocarcinoma of the lung. J Nucl Med 51(4):535–542CrossRefPubMed
35.
go back to reference Lee JH, Lee WA, Park SG, et al. (2012) Relationship between dual-time point FDG PET and immunohistochemical parameters in preoperative colorectal cancer: preliminary study. Nucl Med Mol Imaging 46(1):48–56CrossRefPubMedPubMedCentral Lee JH, Lee WA, Park SG, et al. (2012) Relationship between dual-time point FDG PET and immunohistochemical parameters in preoperative colorectal cancer: preliminary study. Nucl Med Mol Imaging 46(1):48–56CrossRefPubMedPubMedCentral
Metadata
Title
Relationship between KRAS mutations and dual time point 18F-FDG PET/CT imaging in colorectal liver metastases
Authors
Wujian Mao
Jun Zhou
He Zhang
Lin Qiu
Hui Tan
Yan Hu
Hongcheng Shi
Publication date
01-06-2019
Publisher
Springer US
Published in
Abdominal Radiology / Issue 6/2019
Print ISSN: 2366-004X
Electronic ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-018-1740-8

Other articles of this Issue 6/2019

Abdominal Radiology 6/2019 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.