Skip to main content
Top
Published in: European Radiology 7/2019

01-07-2019 | Colorectal Cancer | Gastrointestinal

The value of single-source dual-energy CT imaging for discriminating microsatellite instability from microsatellite stability human colorectal cancer

Authors: Jingjun Wu, Yue Lv, Nan Wang, Ying Zhao, Pengxin Zhang, Yijun Liu, Anliang Chen, Jianying Li, Xin Li, Yan Guo, Tingfan Wu, Ailian Liu

Published in: European Radiology | Issue 7/2019

Login to get access

Abstract

Objectives

To demonstrate the value of single-source dual-energy computed tomography (ssDECT) imaging for discriminating microsatellite instability (MSI) from microsatellite stability (MSS) colorectal cancer (CRC).

Methods

Thirty-eight and seventy-six patients with pathologically proven MSI and MSS CRC, respectively, were retrospectively selected and compared. These patients underwent contrast-enhanced abdominal ssDECT scans before any anti-cancer treatment. Effective atomic number (Eff-Z) in precontrast phase, slope k of spectral HU curve in precontrast (k-P), arterial (k-A), venous (k-V), and delayed phase (k-D), normalized iodine concentration in arterial (NIC-A), venous (NIC-V), and delayed phase (NIC-D), of tumors in two groups were measured by two reviewers. Consistency of measurements was tested by intra-class correlation coefficients (ICC). Mann-Whitney U test or Student’s t test was used to compare above values between MSI and MSS. Multivariate logistic regression was used to analyze multiple parameters. Receiver operating characteristic curves were calculated to assess diagnostic efficacies.

Results

Interobserver agreement was excellent (ICC > 0.80). MSI CRC had significantly lower values in all measurements (NIC-A, V, D; k-P, A, V, D; Eff-Z) than MSS CRC. For discriminating MSI from MSS CRC, the area under curve (AUC) using k-A was the highest (AUC, 0.803; sensitivity, 72.4%; specificity, 76.3%). The multivariate logistic regression (selection method, Enter) with combined ssDECT parameters (NIC-A, NIC-V, NIC-D, Eff-Z, k-P, k-A, k-V, k-D) significantly improved diagnostic capability with AUC of 0.886 (sensitivity, 81.6%; specificity, 81.6%).

Conclusions

The combination of multiple parameters in ssDECT imaging by multivariate logistic regression provides relatively high diagnostic accuracy for discriminating MSI from MSS CRC.

Key Points

ssDECT generates multiple parameters for discriminating CRC with MSI from MSS.
ssDECT measurements for MSI CRC were significantly lower than MSS CRC.
Combination of ssDECT parameters further improves diagnostic capability for differentiation.
Appendix
Available only for authorised users
Literature
1.
go back to reference Siegel RL, Miller KD, Fedewa SA et al (2017) Colorectal cancer statistics, 2017. CA Cancer J Clin 67:104–117 Siegel RL, Miller KD, Fedewa SA et al (2017) Colorectal cancer statistics, 2017. CA Cancer J Clin 67:104–117
3.
go back to reference Gelsomino F, Barbolini M, Spallanzani A, Pugliese G, Cascinu S (2016) The evolving role of microsatellite instability in colorectal cancer: a review. Cancer Treat Rev 51:19–26CrossRefPubMed Gelsomino F, Barbolini M, Spallanzani A, Pugliese G, Cascinu S (2016) The evolving role of microsatellite instability in colorectal cancer: a review. Cancer Treat Rev 51:19–26CrossRefPubMed
4.
go back to reference Benson AB 3rd, Venook AP, Cederquist L et al (2017) Colon cancer, version 1.2017, NCCN clinical practice guidelines in oncology. J Natl Compr Canc Netw 15:370–398 Benson AB 3rd, Venook AP, Cederquist L et al (2017) Colon cancer, version 1.2017, NCCN clinical practice guidelines in oncology. J Natl Compr Canc Netw 15:370–398
5.
go back to reference Passardi A, Canale M, Valgiusti M, Ulivi P (2017) Immune checkpoints as a target for colorectal cancer treatment. Int J Mol Sci 18(6):1324CrossRefPubMedCentral Passardi A, Canale M, Valgiusti M, Ulivi P (2017) Immune checkpoints as a target for colorectal cancer treatment. Int J Mol Sci 18(6):1324CrossRefPubMedCentral
6.
go back to reference Ryan E, Sheahan K, Creavin B, Mohan HM, Winter DC (2017) The current value of determining the mismatch repair status of colorectal cancer: a rationale for routine testing. Crit Rev Oncol Hematol 116:38–57CrossRefPubMed Ryan E, Sheahan K, Creavin B, Mohan HM, Winter DC (2017) The current value of determining the mismatch repair status of colorectal cancer: a rationale for routine testing. Crit Rev Oncol Hematol 116:38–57CrossRefPubMed
7.
go back to reference Árnadóttir S, Jeppesen M, Lamy P et al (2018) Characterization of genetic intratumor heterogeneity in colorectal cancer and matching patient-derived spheroid cultures. Mol Oncol 12:132–147CrossRefPubMed Árnadóttir S, Jeppesen M, Lamy P et al (2018) Characterization of genetic intratumor heterogeneity in colorectal cancer and matching patient-derived spheroid cultures. Mol Oncol 12:132–147CrossRefPubMed
8.
go back to reference Marin D, Boll D, Mileto A, Nelson R (2014) State of the art: dual-energy CT of the abdomen. Radiology 271:327–342CrossRefPubMed Marin D, Boll D, Mileto A, Nelson R (2014) State of the art: dual-energy CT of the abdomen. Radiology 271:327–342CrossRefPubMed
9.
go back to reference Alnajami I, Drue HC, Steele R, Baatrup G (2017) Dual energy CT - a possible new method to assess regression of rectal cancers after neoadjuvant treatment. J Surg Oncol 116(8):984–988CrossRef Alnajami I, Drue HC, Steele R, Baatrup G (2017) Dual energy CT - a possible new method to assess regression of rectal cancers after neoadjuvant treatment. J Surg Oncol 116(8):984–988CrossRef
10.
11.
go back to reference Fan S, Li X, Zheng L, Hu D, Ren X, Ye Z (2017) Correlations between the iodine concentrations from dual energy computed tomography and molecular markers Ki-67 and HIF-1α in rectal cancer: a preliminary study. Eur J Radiol 96:109CrossRefPubMed Fan S, Li X, Zheng L, Hu D, Ren X, Ye Z (2017) Correlations between the iodine concentrations from dual energy computed tomography and molecular markers Ki-67 and HIF-1α in rectal cancer: a preliminary study. Eur J Radiol 96:109CrossRefPubMed
12.
go back to reference Kang HJ, Kim SH, Bae JS, Sun KJ, Han JK (2018) Can quantitative iodine parameters on DECT replace perfusion CT parameters in colorectal cancers? Eur Radiol 28(11):4775–4782CrossRefPubMed Kang HJ, Kim SH, Bae JS, Sun KJ, Han JK (2018) Can quantitative iodine parameters on DECT replace perfusion CT parameters in colorectal cancers? Eur Radiol 28(11):4775–4782CrossRefPubMed
13.
go back to reference Hollingsworth SJ, Drye ER, Tou SI, Boulos PB (2005) Expression of angiogenic VEGF-A (soluble isoforms 121, 165) and lymphangiogenic VEGF-C in colorectal cancers with micro-satellite instability. J Surg Oncol 92(4):317–325CrossRefPubMed Hollingsworth SJ, Drye ER, Tou SI, Boulos PB (2005) Expression of angiogenic VEGF-A (soluble isoforms 121, 165) and lymphangiogenic VEGF-C in colorectal cancers with micro-satellite instability. J Surg Oncol 92(4):317–325CrossRefPubMed
14.
go back to reference De Smedt L, Lemahieu J, Palmans S et al (2015) Microsatellite instable vs stable colon carcinomas: analysis of tumour heterogeneity, inflammation and angiogenesis. Br J Cancer 113(3):500–509CrossRefPubMedPubMedCentral De Smedt L, Lemahieu J, Palmans S et al (2015) Microsatellite instable vs stable colon carcinomas: analysis of tumour heterogeneity, inflammation and angiogenesis. Br J Cancer 113(3):500–509CrossRefPubMedPubMedCentral
15.
go back to reference Toh J, Chapuis P, Bokey L, Chan C, Spring K, Dent OF (2017) Competing risks analysis of microsatellite instability as a prognostic factor in colorectal cancer. Br J Surg 104:1250–1259CrossRefPubMed Toh J, Chapuis P, Bokey L, Chan C, Spring K, Dent OF (2017) Competing risks analysis of microsatellite instability as a prognostic factor in colorectal cancer. Br J Surg 104:1250–1259CrossRefPubMed
16.
go back to reference Rigau V, Sebbagh N, Olschwang S et al (2003) Microsatellite instability in colorectal carcinoma. The comparison of immunohistochemistry and molecular biology suggests a role for hMSH6 [correction of hMLH6] immunostaining. Arch Pathol Lab Med 127:694–700PubMed Rigau V, Sebbagh N, Olschwang S et al (2003) Microsatellite instability in colorectal carcinoma. The comparison of immunohistochemistry and molecular biology suggests a role for hMSH6 [correction of hMLH6] immunostaining. Arch Pathol Lab Med 127:694–700PubMed
17.
go back to reference Cui Y, Gao S, Wang Z et al (2012) Which should be the routine cross-sectional reconstruction mode in spectral CT imaging: monochromatic or polychromatic? Br J Radiol 85:e887–e890CrossRefPubMedPubMedCentral Cui Y, Gao S, Wang Z et al (2012) Which should be the routine cross-sectional reconstruction mode in spectral CT imaging: monochromatic or polychromatic? Br J Radiol 85:e887–e890CrossRefPubMedPubMedCentral
18.
go back to reference Li M, Zhang L, Tang W, Jin YJ, Qi LL, Wu N (2018) Identification of epidermal growth factor receptor mutations in pulmonary adenocarcinoma using dual-energy spectral computed tomography. Eur Radiol 2018:1–9 Li M, Zhang L, Tang W, Jin YJ, Qi LL, Wu N (2018) Identification of epidermal growth factor receptor mutations in pulmonary adenocarcinoma using dual-energy spectral computed tomography. Eur Radiol 2018:1–9
19.
go back to reference Mileto A, Allen BC, Pietryga JA et al (2017) Characterization of incidental renal mass with dual-energy CT: diagnostic accuracy of effective atomic number maps for discriminating nonenhancing cysts from enhancing masses. AJR Am J Roentgenol 209(4):W221–W230CrossRefPubMed Mileto A, Allen BC, Pietryga JA et al (2017) Characterization of incidental renal mass with dual-energy CT: diagnostic accuracy of effective atomic number maps for discriminating nonenhancing cysts from enhancing masses. AJR Am J Roentgenol 209(4):W221–W230CrossRefPubMed
20.
go back to reference Sinicrope FA, Rego RL, Garrity-Park MM et al (2007) Alterations in cell proliferation and apoptosis in colon cancers with microsatellite instability. Int J Cancer 2007:1232–1238CrossRef Sinicrope FA, Rego RL, Garrity-Park MM et al (2007) Alterations in cell proliferation and apoptosis in colon cancers with microsatellite instability. Int J Cancer 2007:1232–1238CrossRef
21.
go back to reference Bernal M, Concha A, Sáenz-López P et al (2011) Leukocyte infiltrate in gastrointestinal adenocarcinomas is strongly associated with tumor microsatellite instability but not with tumor immunogenicity. Cancer Immunol Immunother 60(6):869–882CrossRefPubMed Bernal M, Concha A, Sáenz-López P et al (2011) Leukocyte infiltrate in gastrointestinal adenocarcinomas is strongly associated with tumor microsatellite instability but not with tumor immunogenicity. Cancer Immunol Immunother 60(6):869–882CrossRefPubMed
22.
go back to reference Lee SY, Miyai K, Han HS et al (2012) Microsatellite instability, EMAST, and morphology associations with T cell infiltration in colorectal neoplasia. Dig Dis Sci 57(1):72–78CrossRefPubMed Lee SY, Miyai K, Han HS et al (2012) Microsatellite instability, EMAST, and morphology associations with T cell infiltration in colorectal neoplasia. Dig Dis Sci 57(1):72–78CrossRefPubMed
23.
go back to reference Maby P, Tougeron D, Hamieh M et al (2015) Correlation between density of CD8+ T-cell infiltrate in microsatellite unstable colorectal cancers and frameshift mutations: a rationale for personalized immunotherapy. Cancer Res 75(17):3446–3455 Maby P, Tougeron D, Hamieh M et al (2015) Correlation between density of CD8+ T-cell infiltrate in microsatellite unstable colorectal cancers and frameshift mutations: a rationale for personalized immunotherapy. Cancer Res 75(17):3446–3455
24.
go back to reference Apfaltrer P, Meyer M, Meier C et al (2012) Contrast-enhanced dual-energy CT of gastrointestinal stromal tumors: is iodine-related attenuation a potential indicator of tumor response? Invest Radiol 47:65–70CrossRefPubMed Apfaltrer P, Meyer M, Meier C et al (2012) Contrast-enhanced dual-energy CT of gastrointestinal stromal tumors: is iodine-related attenuation a potential indicator of tumor response? Invest Radiol 47:65–70CrossRefPubMed
25.
go back to reference Mirus M, Tokalov SV, Wolf G, Heinold J, Prochnow V, Abolmaali N (2017) Noninvasive assessment and quantification of tumour vascularisation using MRI and CT in a tumour model with modifiable angiogenesis - an animal experimental prospective cohort study. Eur Radiol Exp 1:15CrossRefPubMedPubMedCentral Mirus M, Tokalov SV, Wolf G, Heinold J, Prochnow V, Abolmaali N (2017) Noninvasive assessment and quantification of tumour vascularisation using MRI and CT in a tumour model with modifiable angiogenesis - an animal experimental prospective cohort study. Eur Radiol Exp 1:15CrossRefPubMedPubMedCentral
26.
go back to reference Wynter CV, Simms LA, Buttenshaw RL et al (2015) Angiogenic factor VEGF is decreased in human colorectal neoplasms showing DNA microsatellite instability. J Pathol 189(3):319–325CrossRef Wynter CV, Simms LA, Buttenshaw RL et al (2015) Angiogenic factor VEGF is decreased in human colorectal neoplasms showing DNA microsatellite instability. J Pathol 189(3):319–325CrossRef
27.
go back to reference Miyamoto N, Yamamoto H, Taniguchi H et al (2007) Differential expression of angiogenesis-related genes in human gastric cancers with and those without high-frequency microsatellite instability. Cancer Lett 254(1):42–53CrossRefPubMed Miyamoto N, Yamamoto H, Taniguchi H et al (2007) Differential expression of angiogenesis-related genes in human gastric cancers with and those without high-frequency microsatellite instability. Cancer Lett 254(1):42–53CrossRefPubMed
28.
go back to reference Ajmi EA, Forghani B, Reinhold C, Bayat M, Forghani R (2018) Spectral multi-energy CT texture analysis with machine learning for tissue classification: an investigation using classification of benign parotid tumours as a testing paradigm. Eur Radiol 28(6):2604–2611CrossRefPubMed Ajmi EA, Forghani B, Reinhold C, Bayat M, Forghani R (2018) Spectral multi-energy CT texture analysis with machine learning for tissue classification: an investigation using classification of benign parotid tumours as a testing paradigm. Eur Radiol 28(6):2604–2611CrossRefPubMed
29.
go back to reference Bhosale P, Ramalingam P, Ma J et al (2017) Can reduced field-of-view diffusion sequence help assess microsatellite instability in FIGO stage 1 endometrial cancer? J Magn Reson Imaging 45:1216–1224CrossRefPubMed Bhosale P, Ramalingam P, Ma J et al (2017) Can reduced field-of-view diffusion sequence help assess microsatellite instability in FIGO stage 1 endometrial cancer? J Magn Reson Imaging 45:1216–1224CrossRefPubMed
30.
go back to reference Hong H, Kim S, Park H et al (2013) Correlations of dynamic contrast-enhanced magnetic resonance imaging with morphologic, angiogenic, and molecular prognostic factors in rectal cancer. Yonsei Med J 54:123–130CrossRefPubMed Hong H, Kim S, Park H et al (2013) Correlations of dynamic contrast-enhanced magnetic resonance imaging with morphologic, angiogenic, and molecular prognostic factors in rectal cancer. Yonsei Med J 54:123–130CrossRefPubMed
31.
go back to reference Chung H, Lee S, Han H et al (2013) Gastric cancers with microsatellite instability exhibit high fluorodeoxyglucose uptake on positron emission tomography. Gastric Cancer 16:185–192CrossRefPubMed Chung H, Lee S, Han H et al (2013) Gastric cancers with microsatellite instability exhibit high fluorodeoxyglucose uptake on positron emission tomography. Gastric Cancer 16:185–192CrossRefPubMed
Metadata
Title
The value of single-source dual-energy CT imaging for discriminating microsatellite instability from microsatellite stability human colorectal cancer
Authors
Jingjun Wu
Yue Lv
Nan Wang
Ying Zhao
Pengxin Zhang
Yijun Liu
Anliang Chen
Jianying Li
Xin Li
Yan Guo
Tingfan Wu
Ailian Liu
Publication date
01-07-2019
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 7/2019
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-06144-5

Other articles of this Issue 7/2019

European Radiology 7/2019 Go to the issue