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Erschienen in: European Radiology 7/2018

15.02.2018 | Gastrointestinal

Could IVIM and ADC help in predicting the KRAS status in patients with rectal cancer?

verfasst von: Yanyan Xu, Qiaoyu Xu, Hongliang Sun, Tongxi Liu, Kaining Shi, Wu Wang

Erschienen in: European Radiology | Ausgabe 7/2018

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Abstract

Purpose

To evaluate the diagnostic potential of DW-MRI relative parameters for differentiation of rectal cancers with different Kirsten rat sarcoma viral oncogene homologue (KRAS) mutation status.

Methods

Fifty-one patients with rectal cancer underwent diffusion-weighted MR imaging with eight b values. ADCs (including Max-ADC, Min-ADC and Mean-ADC) and IVIM parameters (D, pure diffusion; f, perfusion fraction; D*, pseudodiffusion coefficient) were respectively calculated by mono- and bi-exponential analysis. Patients were stratified into two groups: KRAS wild type and mutant. The DW-MRI-derived parameters between the KRAS wild-type group and KRAS mutant group were compared using the Mann-Whitney U test. Receiver-operating characteristic (ROC) analysis of discrimination between KRAS wild-type and KRAS mutant rectal cancer was performed for the DW-MRI-derived parameters.

Results

Max-ADC, Mean-ADC and D values were significantly lower in the KRAS mutant group than in the KRAS wild-type group, whereas a higher D* value was demonstrated in the KRAS mutant group. According to the ROC curve, Mean-ADC and D* values showed moderate diagnostic significance with the AUC values of 0.756 and 0.710, respectively. The cut-off values for Mean-ADC and D* were 1.43 × 10-3mm2/s and 26.58 × 10-3mm2/s, respectively.

Conclusion

Rectal cancers had distinctive diffusion/perfusion characteristics in different KRAS mutation statuses. The DW-MRI-derived parameters, specifically Mean-ADC and D*, show a moderate diagnostic significance for KRAS status.

Key Points

• Rectal cancers with different KRAS mutation statuses demonstrated distinctive diffusion/perfusion characteristics.
• Max-ADC, Mean-ADC and D values were lower in the KRAS mutant group.
• A higher D* value was demonstrated in the KRAS mutant group.
• IVIM-DW MRI may potentially help preoperative KRAS mutant status prediction.
Literatur
1.
Zurück zum Zitat Weizt J, Koch M, Debus J, Höhler T, Galle PR, Büchler MW (2005) Colorectal cancer. Lancet 365:153–165CrossRef Weizt J, Koch M, Debus J, Höhler T, Galle PR, Büchler MW (2005) Colorectal cancer. Lancet 365:153–165CrossRef
2.
Zurück zum Zitat Migliore L, Migheli F, Spisni R, Coppedè F (2011) Genetics, cytogenetics, and epigenetics of colorectal cancer. J Biomed Biotechnol. 2011:792362CrossRefPubMedPubMedCentral Migliore L, Migheli F, Spisni R, Coppedè F (2011) Genetics, cytogenetics, and epigenetics of colorectal cancer. J Biomed Biotechnol. 2011:792362CrossRefPubMedPubMedCentral
4.
Zurück zum Zitat Wang HL, Lopategui J, Amin MB, Patterson SD (2010) KRAS mutation testing in human cancers: The pathologist's role in the era of personalized medicine. Adv Anat Pathol 17:23–32PubMed Wang HL, Lopategui J, Amin MB, Patterson SD (2010) KRAS mutation testing in human cancers: The pathologist's role in the era of personalized medicine. Adv Anat Pathol 17:23–32PubMed
7.
Zurück zum Zitat Bae H, Yoshida S, Matsuoka Y et al (2014) Apparent diffusion coefficient value as a biomarker reflecting morphological and biological features of prostate cancer. Int Urol Nephrol 46:555–561CrossRefPubMed Bae H, Yoshida S, Matsuoka Y et al (2014) Apparent diffusion coefficient value as a biomarker reflecting morphological and biological features of prostate cancer. Int Urol Nephrol 46:555–561CrossRefPubMed
8.
Zurück zum Zitat Higano S, Yun X, Kumabe T et al (2006) Malignant astrocytic tumors: clinical importance of apparent diffusion coefficient in prediction of grade and prognosis. Radiology 241:839–846CrossRefPubMed Higano S, Yun X, Kumabe T et al (2006) Malignant astrocytic tumors: clinical importance of apparent diffusion coefficient in prediction of grade and prognosis. Radiology 241:839–846CrossRefPubMed
9.
Zurück zum Zitat Curvo-Semedo L, Lambregts DM, Maas M, Beets GL, Caseiro-Alves F, Beets-Tan RG (2012) Diffusion-weighted MRI in rectal cancer: apparent diffusion coefficient as a potential noninvasive marker of tumor aggressiveness. J Magn Reson Imaging 35:1365–1371CrossRefPubMed Curvo-Semedo L, Lambregts DM, Maas M, Beets GL, Caseiro-Alves F, Beets-Tan RG (2012) Diffusion-weighted MRI in rectal cancer: apparent diffusion coefficient as a potential noninvasive marker of tumor aggressiveness. J Magn Reson Imaging 35:1365–1371CrossRefPubMed
10.
Zurück zum Zitat Le Bihan D, Breton E, Lallemand D, Aubin ML, Vignaud J, Laval-Jeantet M (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505CrossRefPubMed Le Bihan D, Breton E, Lallemand D, Aubin ML, Vignaud J, Laval-Jeantet M (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505CrossRefPubMed
11.
Zurück zum Zitat Sun H, Xu Y, Xu Q et al (2017) Rectal cancer: Short-term reproducibility of intravoxel incoherent motion parameters in 3.0T magnetic resonance imaging. Medicine (Baltimore) 96:e6866CrossRef Sun H, Xu Y, Xu Q et al (2017) Rectal cancer: Short-term reproducibility of intravoxel incoherent motion parameters in 3.0T magnetic resonance imaging. Medicine (Baltimore) 96:e6866CrossRef
12.
Zurück zum Zitat Nougaret S, Vargas HA, Lakhman Y et al (2016) Intravoxel incoherent motion-derived histogram metrics for assessment of response after combined chemotherapy and radiation therapy in rectal cancer: initial experience and comparison between single-section and volumetric analyses. Radiology 280:446–454CrossRefPubMedPubMedCentral Nougaret S, Vargas HA, Lakhman Y et al (2016) Intravoxel incoherent motion-derived histogram metrics for assessment of response after combined chemotherapy and radiation therapy in rectal cancer: initial experience and comparison between single-section and volumetric analyses. Radiology 280:446–454CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Xiao-ping Y, Jing H, Fei-ping L et al (2016) Intravoxel incoherent motion MRI for predicting early response to induction chemotherapy and chemoradiotherapy in patients with nasopharyngeal carcinoma. J Magn Reson Imaging 43:1179–1190CrossRefPubMed Xiao-ping Y, Jing H, Fei-ping L et al (2016) Intravoxel incoherent motion MRI for predicting early response to induction chemotherapy and chemoradiotherapy in patients with nasopharyngeal carcinoma. J Magn Reson Imaging 43:1179–1190CrossRefPubMed
14.
Zurück zum Zitat Jenkinson MD, du Plessis DG, Smith TS, Brodbelt AR, Joyce KA, Walker C (2010) Cellularity and apparent diffusion coefficient in oligodendroglial tumours characterized by genotype. J Neuro oncol 96:385–392CrossRef Jenkinson MD, du Plessis DG, Smith TS, Brodbelt AR, Joyce KA, Walker C (2010) Cellularity and apparent diffusion coefficient in oligodendroglial tumours characterized by genotype. J Neuro oncol 96:385–392CrossRef
15.
Zurück zum Zitat Guiu B, Petit JM, Capitan V et al (2012) Intravoxel incoherent motion diffusion-weighted imaging in nonalcoholic fatty liver disease: a 3.0-T MR study. Radiology 265:96–103CrossRefPubMed Guiu B, Petit JM, Capitan V et al (2012) Intravoxel incoherent motion diffusion-weighted imaging in nonalcoholic fatty liver disease: a 3.0-T MR study. Radiology 265:96–103CrossRefPubMed
16.
Zurück zum Zitat Sun Y, Tong T, Cai S, Bi R, Xin C, Gu Y (2014) Apparent Diffusion Coefficient (ADC) Value: a potential imaging biomarker that reflects the biological features of rectal cancer. Plos One 9:e109371CrossRefPubMedPubMedCentral Sun Y, Tong T, Cai S, Bi R, Xin C, Gu Y (2014) Apparent Diffusion Coefficient (ADC) Value: a potential imaging biomarker that reflects the biological features of rectal cancer. Plos One 9:e109371CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Lai V, Li X, Lee VH et al (2014) Nasopharyngeal carcinoma: comparison of diffusion and perfusion characteristics between different tumour stages using intravoxel incoherent motion MR imaging. Eur Radiol 24:176–183CrossRefPubMed Lai V, Li X, Lee VH et al (2014) Nasopharyngeal carcinoma: comparison of diffusion and perfusion characteristics between different tumour stages using intravoxel incoherent motion MR imaging. Eur Radiol 24:176–183CrossRefPubMed
18.
Zurück zum Zitat Jung SH, Heo SH, Kim JW et al (2012) Predicting response to neoadjuvant chemoradiation therapy in locally advanced rectal cancer: diffusion-weighted 3 Tesla MR imaging. J Magn Reson Imaging 35:110–116CrossRefPubMed Jung SH, Heo SH, Kim JW et al (2012) Predicting response to neoadjuvant chemoradiation therapy in locally advanced rectal cancer: diffusion-weighted 3 Tesla MR imaging. J Magn Reson Imaging 35:110–116CrossRefPubMed
19.
Zurück zum Zitat Ward RL, Todd AV, Santiago F, O'Connor T, Hawkins NJ (1997) Activation of the K-ras oncogene in colorectal neoplasms is associated with decreased apoptosis. Cancer 79:1106–1113CrossRefPubMed Ward RL, Todd AV, Santiago F, O'Connor T, Hawkins NJ (1997) Activation of the K-ras oncogene in colorectal neoplasms is associated with decreased apoptosis. Cancer 79:1106–1113CrossRefPubMed
20.
Zurück zum Zitat Kobayashi M, Watanabe H, Ajioka Y, Honma T, Asakura H (1996) Effect of K-ras mutation on morphogenesis of colorectal adenomas and early cancers: relationship to distribution of proliferating cells. Hum Pathol 27:1042–1049CrossRefPubMed Kobayashi M, Watanabe H, Ajioka Y, Honma T, Asakura H (1996) Effect of K-ras mutation on morphogenesis of colorectal adenomas and early cancers: relationship to distribution of proliferating cells. Hum Pathol 27:1042–1049CrossRefPubMed
21.
Zurück zum Zitat Shigenori K, Miho K, Shuhei T et al (2015) Prognostic value of KRAS and BRAF mutations in curatively resected colorectal cancer. World J Gastroenterol 21:1275–1283CrossRef Shigenori K, Miho K, Shuhei T et al (2015) Prognostic value of KRAS and BRAF mutations in curatively resected colorectal cancer. World J Gastroenterol 21:1275–1283CrossRef
22.
Zurück zum Zitat Andreyev HJ, Norman AR, Cunningham D et al (2001) Kirsten ras mutations in patients with colorectal cancer: the 'RASCAL II' study. Br J Cancer 85:692–696CrossRefPubMedPubMedCentral Andreyev HJ, Norman AR, Cunningham D et al (2001) Kirsten ras mutations in patients with colorectal cancer: the 'RASCAL II' study. Br J Cancer 85:692–696CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Roth AD, Tejpar S, Delorenzi M et al (2010) 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. J Clin Oncol 28:466–474CrossRefPubMed Roth AD, Tejpar S, Delorenzi M et al (2010) 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. J Clin Oncol 28:466–474CrossRefPubMed
24.
Zurück zum Zitat Downward J (2003) Targeting RAS signaling pathways in the cancer therapy. Nat Rev Cancer 3:11–322CrossRefPubMed Downward J (2003) Targeting RAS signaling pathways in the cancer therapy. Nat Rev Cancer 3:11–322CrossRefPubMed
25.
Zurück zum Zitat Bazan V, Agnese V, Corsale S et al (2005) Specific TP53 and/ or K-ras mutations as independent predictors of clinical outcome in sporadic colorectal adenocarcinomas: results of 5-year Gruppo Oncologico dell’Italia Meridionale (GOIM) prospective study. Ann Oncol 16:iv50–iv55CrossRefPubMed Bazan V, Agnese V, Corsale S et al (2005) Specific TP53 and/ or K-ras mutations as independent predictors of clinical outcome in sporadic colorectal adenocarcinomas: results of 5-year Gruppo Oncologico dell’Italia Meridionale (GOIM) prospective study. Ann Oncol 16:iv50–iv55CrossRefPubMed
26.
Zurück zum Zitat Li W, Qiu T, Zhi W et al (2015) Colorectal carcinomas with KRAS codon 12 mutation are associated with more advanced tumor stages. BMC Cancer 15:340CrossRefPubMedPubMedCentral Li W, Qiu T, Zhi W et al (2015) Colorectal carcinomas with KRAS codon 12 mutation are associated with more advanced tumor stages. BMC Cancer 15:340CrossRefPubMedPubMedCentral
28.
Zurück zum Zitat Coppedè F, Lopomo A, Spisni R, Migliore L (2014) Genetic and epigenetic biomarkers for diagnosis, prognosis and treatment of colorectal cancer. World J Gastroenterol 20:943–956CrossRefPubMedPubMedCentral Coppedè F, Lopomo A, Spisni R, Migliore L (2014) Genetic and epigenetic biomarkers for diagnosis, prognosis and treatment of colorectal cancer. World J Gastroenterol 20:943–956CrossRefPubMedPubMedCentral
29.
Zurück zum Zitat Xu Q, Xu AT, Zhu MM, Tong JL, Xu XT, Ran ZH (2013) Predictive and prognostic roles of BRAF mutation in patients with metastatic colorectal cancer treated with anti-epidermal growth factor receptor monoclonal antibodies: a meta-analysis. J Dig Dis 14:409–416CrossRefPubMed Xu Q, Xu AT, Zhu MM, Tong JL, Xu XT, Ran ZH (2013) Predictive and prognostic roles of BRAF mutation in patients with metastatic colorectal cancer treated with anti-epidermal growth factor receptor monoclonal antibodies: a meta-analysis. J Dig Dis 14:409–416CrossRefPubMed
Metadaten
Titel
Could IVIM and ADC help in predicting the KRAS status in patients with rectal cancer?
verfasst von
Yanyan Xu
Qiaoyu Xu
Hongliang Sun
Tongxi Liu
Kaining Shi
Wu Wang
Publikationsdatum
15.02.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 7/2018
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-018-5329-y

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