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Published in: Abdominal Radiology 8/2019

Open Access 01-08-2019 | Crohn's Disease | Hollow Organ GI

Evaluating the inflammatory activity in Crohn’s disease using magnetic resonance diffusion kurtosis imaging

Authors: Jingyun Cheng, Ke Wang, Xiaoyuan Leng, Yan Wang, Guobin Xu, Guangyao Wu

Published in: Abdominal Radiology | Issue 8/2019

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Abstract

Objectives

To explore the feasibility of diffusion kurtosis imaging (DKI) for evaluating inflammatory activity in Crohn’s disease (CD).

Materials and methods

In all, 51 CD patients were included, who were performed with consecutive enteroscopy, MR and DKI (b values = 0–2000 mm2/s). The lesions of bowel segments were graded as inactive (0–2), mild (3–6), and moderate–severe group (> 6) based on simplified endoscopic activity score for Crohn’s disease (SES-CD), The abilities of the parameters of DKI and DWI in grading different activity lesions were compared.

Results

One hundred and twenty-seven bowel segments including inactive (15), mild (45) and moderate–severe (67) were analyzed. ADC (r = − 0.627, p < 0.001), Dapp (r = − 0.381, p < 0.001) and Kapp (r = 0.641, p < 0.001) were correlated with SES-CD. These parameters were significantly different among the three groups (all p < 0.001). ROC analysis found ADC had the highest accuracy (AUC = 0.884, p < 0.001) to differentiate inactive from active group with the threshold at 0.865 × 10−3 mm2/s, which was slightly higher than Kapp (AUC = 0.867, p < 0.001) with the threshold at 0.645, and was obviously higher than Dapp (AUC = 0.726, p = 0.005). Similarly, ADC also had the highest accuracy (AUC = 0.846, p < 0.001) to differentiate inactive–mild from moderate–severe group with the threshold at 0.825 × 10−3 mm2/s, and minimally higher than Kapp (AUC = 0.843, p < 0.001) with the threshold at 0.695, and obviously higher than Dapp (AUC = 0.690, p < 0.001).

Conclusion

DKI is feasible and comparable to conventional DWI for the evaluation of inflammatory activity in CD.
Literature
1.
go back to reference Torres J, Mehandru S, Colombel JF, et al. (2017) Crohn’s disease. LANCET 389:1741-1755.PubMed Torres J, Mehandru S, Colombel JF, et al. (2017) Crohn’s disease. LANCET 389:1741-1755.PubMed
2.
go back to reference Ordas I, Rimola J, Rodriguez S, et al. (2014) Accuracy of magnetic resonance enterography in assessing response to therapy and mucosal healing in patients with Crohn’s disease. GASTROENTEROLOGY 146:374-382.CrossRefPubMed Ordas I, Rimola J, Rodriguez S, et al. (2014) Accuracy of magnetic resonance enterography in assessing response to therapy and mucosal healing in patients with Crohn’s disease. GASTROENTEROLOGY 146:374-382.CrossRefPubMed
3.
go back to reference Fernandes SR, Rodrigues RV, Bernardo S, et al. (2017) Transmural Healing Is Associated with Improved Long-term Outcomes of Patients with Crohn’s Disease. INFLAMM BOWEL DIS 23:1403-1409.CrossRefPubMed Fernandes SR, Rodrigues RV, Bernardo S, et al. (2017) Transmural Healing Is Associated with Improved Long-term Outcomes of Patients with Crohn’s Disease. INFLAMM BOWEL DIS 23:1403-1409.CrossRefPubMed
4.
go back to reference Takenaka K, Ohtsuka K, Kitazume Y, et al. (2018) Utility of Magnetic Resonance Enterography For Small Bowel Endoscopic Healing in Patients With Crohn’s Disease. AM J GASTROENTEROL 113:283-294.CrossRefPubMed Takenaka K, Ohtsuka K, Kitazume Y, et al. (2018) Utility of Magnetic Resonance Enterography For Small Bowel Endoscopic Healing in Patients With Crohn’s Disease. AM J GASTROENTEROL 113:283-294.CrossRefPubMed
5.
go back to reference Coimbra AJ, Rimola J, O’Byrne S, et al. (2016) Magnetic resonance enterography is feasible and reliable in multicenter clinical trials in patients with Crohn’s disease, and may help select subjects with active inflammation. Aliment Pharmacol Ther 43:61-72.CrossRefPubMed Coimbra AJ, Rimola J, O’Byrne S, et al. (2016) Magnetic resonance enterography is feasible and reliable in multicenter clinical trials in patients with Crohn’s disease, and may help select subjects with active inflammation. Aliment Pharmacol Ther 43:61-72.CrossRefPubMed
6.
go back to reference Rimola J, Ordas I, Rodriguez S, et al. (2011) Magnetic resonance imaging for evaluation of Crohn’s disease: validation of parameters of severity and quantitative index of activity. INFLAMM BOWEL DIS 17:1759-1768.CrossRefPubMed Rimola J, Ordas I, Rodriguez S, et al. (2011) Magnetic resonance imaging for evaluation of Crohn’s disease: validation of parameters of severity and quantitative index of activity. INFLAMM BOWEL DIS 17:1759-1768.CrossRefPubMed
7.
go back to reference Barat M, Hoeffel C, Bouquot M, et al. (2019) Preoperative evaluation of small bowel complications in Crohn’s disease: comparison of diffusion-weighted and contrast-enhanced MR imaging. EUR RADIOL 29:2034-2044.CrossRefPubMed Barat M, Hoeffel C, Bouquot M, et al. (2019) Preoperative evaluation of small bowel complications in Crohn’s disease: comparison of diffusion-weighted and contrast-enhanced MR imaging. EUR RADIOL 29:2034-2044.CrossRefPubMed
8.
go back to reference Lanier MH, Shetty AS, Salter A, et al. (2018) Evaluation of noncontrast MR enterography for pediatric inflammatory bowel disease assessment. J MAGN RESON IMAGING 48:341-348.CrossRefPubMed Lanier MH, Shetty AS, Salter A, et al. (2018) Evaluation of noncontrast MR enterography for pediatric inflammatory bowel disease assessment. J MAGN RESON IMAGING 48:341-348.CrossRefPubMed
9.
go back to reference Qi F, Jun S, Qi QY, et al. (2015) Utility of the diffusion-weighted imaging for activity evaluation in Crohn’s disease patients underwent magnetic resonance enterography. BMC GASTROENTEROL 15:12.CrossRefPubMedPubMedCentral Qi F, Jun S, Qi QY, et al. (2015) Utility of the diffusion-weighted imaging for activity evaluation in Crohn’s disease patients underwent magnetic resonance enterography. BMC GASTROENTEROL 15:12.CrossRefPubMedPubMedCentral
10.
go back to reference Jensen JH, Helpern JA, Ramani A, et al. (2005) Diffusional kurtosis imaging: the quantification of non-gaussian water diffusion by means of magnetic resonance imaging. MAGN RESON MED 53:1432-1440.CrossRefPubMed Jensen JH, Helpern JA, Ramani A, et al. (2005) Diffusional kurtosis imaging: the quantification of non-gaussian water diffusion by means of magnetic resonance imaging. MAGN RESON MED 53:1432-1440.CrossRefPubMed
11.
go back to reference Wan Q, Deng YS, Lei Q, et al. (2019) Differentiating between malignant and benign solid solitary pulmonary lesions: are intravoxel incoherent motion and diffusion kurtosis imaging superior to conventional diffusion-weighted imaging? EUR RADIOL 29:1607-1615.CrossRefPubMed Wan Q, Deng YS, Lei Q, et al. (2019) Differentiating between malignant and benign solid solitary pulmonary lesions: are intravoxel incoherent motion and diffusion kurtosis imaging superior to conventional diffusion-weighted imaging? EUR RADIOL 29:1607-1615.CrossRefPubMed
12.
go back to reference Huang Y, Lin Y, Hu W, et al. (2019) Diffusion Kurtosis at 3.0T as an in vivo Imaging Marker for Breast Cancer Characterization: Correlation With Prognostic Factors. J MAGN RESON IMAGING 49:845-856.CrossRefPubMed Huang Y, Lin Y, Hu W, et al. (2019) Diffusion Kurtosis at 3.0T as an in vivo Imaging Marker for Breast Cancer Characterization: Correlation With Prognostic Factors. J MAGN RESON IMAGING 49:845-856.CrossRefPubMed
13.
go back to reference Xie H, Wu G (2018) Application of Diffusion Kurtosis Imaging and Histogram Analysis for Assessing Preoperative Stages of Rectal Cancer. Gastroenterol Res Pract 2018:9786932.PubMedPubMedCentral Xie H, Wu G (2018) Application of Diffusion Kurtosis Imaging and Histogram Analysis for Assessing Preoperative Stages of Rectal Cancer. Gastroenterol Res Pract 2018:9786932.PubMedPubMedCentral
14.
go back to reference Mary JY, Modigliani R (1989) Development and validation of an endoscopic index of the severity for Crohn’s disease: a prospective multicentre study. Groupe d’Etudes Therapeutiques des Affections Inflammatoires du Tube Digestif (GETAID). GUT 30:983-989.CrossRefPubMedPubMedCentral Mary JY, Modigliani R (1989) Development and validation of an endoscopic index of the severity for Crohn’s disease: a prospective multicentre study. Groupe d’Etudes Therapeutiques des Affections Inflammatoires du Tube Digestif (GETAID). GUT 30:983-989.CrossRefPubMedPubMedCentral
15.
go back to reference Radmard AR, Eftekhar VR, Montazeri SA, et al. (2018) Mesenteric lymph nodes in MR enterography: are they reliable followers of bowel in active Crohn’s disease? EUR RADIOL 28:4429-4437.CrossRefPubMed Radmard AR, Eftekhar VR, Montazeri SA, et al. (2018) Mesenteric lymph nodes in MR enterography: are they reliable followers of bowel in active Crohn’s disease? EUR RADIOL 28:4429-4437.CrossRefPubMed
16.
go back to reference Wang X, Tu N, Qin T, et al. (2018) Diffusion Kurtosis Imaging Combined With DWI at 3-T MRI for Detection and Assessment of Aggressiveness of Prostate Cancer. AJR Am J Roentgenol 211:797-804.CrossRefPubMed Wang X, Tu N, Qin T, et al. (2018) Diffusion Kurtosis Imaging Combined With DWI at 3-T MRI for Detection and Assessment of Aggressiveness of Prostate Cancer. AJR Am J Roentgenol 211:797-804.CrossRefPubMed
17.
go back to reference Wang F, Chu C, Zhao C, et al. (2019) Diffusion kurtosis imaging in sacroiliitis to evaluate the activity of ankylosing spondylitis. J MAGN RESON IMAGING 49:101-108.CrossRefPubMed Wang F, Chu C, Zhao C, et al. (2019) Diffusion kurtosis imaging in sacroiliitis to evaluate the activity of ankylosing spondylitis. J MAGN RESON IMAGING 49:101-108.CrossRefPubMed
18.
go back to reference Huang L, Li XH, Huang SY, et al. (2018) Diffusion kurtosis MRI versus conventional diffusion-weighted imaging for evaluating inflammatory activity in Crohn’s disease. J MAGN RESON IMAGING 47:702-709.CrossRefPubMed Huang L, Li XH, Huang SY, et al. (2018) Diffusion kurtosis MRI versus conventional diffusion-weighted imaging for evaluating inflammatory activity in Crohn’s disease. J MAGN RESON IMAGING 47:702-709.CrossRefPubMed
19.
go back to reference Buisson A, Joubert A, Montoriol PF, et al. (2013) Diffusion-weighted magnetic resonance imaging for detecting and assessing ileal inflammation in Crohn’s disease. Aliment Pharmacol Ther 37:537-545.CrossRefPubMed Buisson A, Joubert A, Montoriol PF, et al. (2013) Diffusion-weighted magnetic resonance imaging for detecting and assessing ileal inflammation in Crohn’s disease. Aliment Pharmacol Ther 37:537-545.CrossRefPubMed
20.
go back to reference Sun Y, Xiao Q, Hu F, et al. (2018) Diffusion kurtosis imaging in the characterisation of rectal cancer: utilizing the most repeatable region-of-interest strategy for diffusion parameters on a 3T scanner. EUR RADIOL 28:5211-5220.CrossRefPubMed Sun Y, Xiao Q, Hu F, et al. (2018) Diffusion kurtosis imaging in the characterisation of rectal cancer: utilizing the most repeatable region-of-interest strategy for diffusion parameters on a 3T scanner. EUR RADIOL 28:5211-5220.CrossRefPubMed
Metadata
Title
Evaluating the inflammatory activity in Crohn’s disease using magnetic resonance diffusion kurtosis imaging
Authors
Jingyun Cheng
Ke Wang
Xiaoyuan Leng
Yan Wang
Guobin Xu
Guangyao Wu
Publication date
01-08-2019
Publisher
Springer US
Keyword
Crohn's Disease
Published in
Abdominal Radiology / Issue 8/2019
Print ISSN: 2366-004X
Electronic ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-019-02013-3

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