Diagnostic performance of intravoxel incoherent motion diffusion-weighted imaging and dynamic contrast-enhanced MRI for assessment of anal fistula activity
Objective To evaluate intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) and dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) sequences for quantitative characterization of anal fistula activity. Methods This retrospective study was approved by the institutional review board. One hundred and two patients underwent MRI for clinical suspicion of anal fistula. Forty-three patients with demonstrable anal fistulas met the inclusion criteria. Quantitative analysis included measurement of DCE and IVIM parameters. The reference standard was clinical activity based on medical records. Statistical analyses included Bayesian analysis with Markov Chain Monte Carlo, multivariable logistic regression, and receiver operating characteristic analyses. Results Brevity of enhancement, defined as the time difference between the wash-in and wash-out, was longer in active than inactive fistulas (p = 0.02). Regression coefficients of multivariable logistic regression analysis revealed that brevity of enhancement increased and normalized perfusion area under curve decreased with presence of active fistulas (p = 0.03 and p = 0.04, respectively). By cross-validation, a logistic regression model that included quantitative perfusion parameters (DCE and IVIM) performed significantly better than IVIM only (p < 0.001). Area under the curves for distinguishing patients with active from those with inactive fistulas were 0.669 (95% confidence interval [CI]: 0.500, 0.838) for a model with IVIM only, 0.860 (95% CI: 0.742, 0.977) for a model with IVIM and brevity of enhancement, and 0.921 (95% CI: 0.846, 0.997) for a model with IVIM and all DCE parameters. Conclusion The inclusion of brevity of enhancement measured by DCE-MRI improved assessment of anal fistula activity over IVIM-DWI only.
机构:
Sichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical CollegeSichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical College
Yun-Yun Tao
Yi Zhou
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Sichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical CollegeSichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical College
Yi Zhou
Ran Wang
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Sichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical CollegeSichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical College
Ran Wang
Xue-Qin Gong
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Sichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical CollegeSichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical College
Xue-Qin Gong
Jing Zheng
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Sichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical CollegeSichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical College
Jing Zheng
Cui Yang
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Sichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical CollegeSichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical College
Cui Yang
Lin Yang
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Sichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical CollegeSichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical College
Lin Yang
Xiao-Ming Zhang
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Sichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical CollegeSichuan Key Laboratory of Medical Imaging, Department of Radiology and Medical Research Center of Affiliated Hospital of North Sichuan Medical College
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Southern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
Zhang, Jing
Guo, Yihao
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Southern Med Univ, Sch Biomed Engn, Guangdong Prov Key Lab Med Image Proc, Guangzhou, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
Guo, Yihao
Tan, Xiangliang
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Southern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
Tan, Xiangliang
Zheng, Zeyu
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Southern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
Zheng, Zeyu
He, Mengqi
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Southern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
He, Mengqi
Xu, Jun
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Southern Med Univ, Nanfang Hosp, Dept Hematol, Guangzhou, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
Xu, Jun
Mei, Yingjie
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Philips Healthcare, Guangzhou 18F,Tower B,CIC 33,Zhongshan San Rd, Guangzhou, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
Mei, Yingjie
Zhang, Jiajun
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Southern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
Zhang, Jiajun
Zhao, Xixi
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Southern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Med Imaging Ctr, 1838 Guangzhou Ave N, Guangzhou 510515, Guangdong, Peoples R China
Zhao, Xixi
Wang, Chunhong
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Wang, Chunhong
Feng, Yanqiu
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Feng, Yanqiu
Chan, Queenie
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Chan, Queenie
Wu, Yuankui
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Wu, Yuankui
Xu, Yikai
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机构:North Sichuan Med Coll, Affiliated Hosp, Dept Radiol, Sichuan Key Lab Med Imaging, 63 Wenhua Rd, Nanchong 637000, Sichuan, Peoples R China
Tao, Yun-Yun
Zhou, Yi
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Zhou, Yi
Wang, Ran
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Wang, Ran
Gong, Xue-Qin
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Gong, Xue-Qin
Zheng, Jing
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Zheng, Jing
Yang, Cui
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Yang, Cui
Yang, Lin
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North Sichuan Med Coll, Affiliated Hosp, Dept Radiol, Sichuan Key Lab Med Imaging, 63 Wenhua Rd, Nanchong 637000, Sichuan, Peoples R China
North Sichuan Med Coll, Affiliated Hosp, Med Res Ctr, 63 Wenhua Rd, Nanchong 637000, Sichuan, Peoples R ChinaNorth Sichuan Med Coll, Affiliated Hosp, Dept Radiol, Sichuan Key Lab Med Imaging, 63 Wenhua Rd, Nanchong 637000, Sichuan, Peoples R China
Yang, Lin
Zhang, Xiao-Ming
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Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
Department of Radiology, Panzhihua Central HospitalMedical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
Yi Zhou
Jing Zheng
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Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical CollegeMedical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
Jing Zheng
Cui Yang
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Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
Department of Radiology, People's Hospital of Deyang CityMedical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
Cui Yang
Juan Peng
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Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
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Juan Peng
Ning Liu
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Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical CollegeMedical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
Ning Liu
Lin Yang
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Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical CollegeMedical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
Lin Yang
Xiao-Ming Zhang
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Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical CollegeMedical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Medical Research Center, The Affiliated Hospital of North Sichuan Medical College
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North Sichuan Med Coll, Affiliated Hosp, Med Res Ctr, Dept Radiol,Med Imaging Key Lab Sichuan Prov, Nanchong 637000, Sichuan, Peoples R China
Peoples Hosp Deyang City, Dept Radiol, Deyang 618000, Sichuan, Peoples R ChinaNorth Sichuan Med Coll, Affiliated Hosp, Med Res Ctr, Dept Radiol,Med Imaging Key Lab Sichuan Prov, Nanchong 637000, Sichuan, Peoples R China
Zhou, Yi
Zheng, Jing
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Yang, Cui
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Yang, Lin
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North Sichuan Med Coll, Affiliated Hosp, Med Res Ctr, Dept Radiol,Med Imaging Key Lab Sichuan Prov, Nanchong 637000, Sichuan, Peoples R China
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North Sichuan Med Coll, Affiliated Hosp, Med Res Ctr, Dept Radiol,Med Imaging Key Lab Sichuan Prov, Nanchong 637000, Sichuan, Peoples R ChinaNorth Sichuan Med Coll, Affiliated Hosp, Med Res Ctr, Dept Radiol,Med Imaging Key Lab Sichuan Prov, Nanchong 637000, Sichuan, Peoples R China