1.Multimodal MRI-based neurophenotype correlated to structural bowel damage in Crohn's disease
Zhuangnian FANG ; Ruonan ZHANG ; Lili HUANG ; Xiaodi SHEN ; Qingzhu ZHENG ; Yangdi WANG ; Xuehua LI ; Zhoulei LI ; Shaochun LIN
The Journal of Practical Medicine 2025;41(15):2398-2405
Objective To characterize neurological alterations associated with structural bowel damage in patients with Crohn's disease(CD)through radiomics-assisted neurophenotyping,utilizing multiparametric brain MRI.Methods This prospective study enrolled patients with CD who underwent brain MRI,MR enterography,and ileocolonoscopy within one week.The Lémann Index was used to quantitatively assess cumulative structural bowel damage.CD patients were stratified into two groups based on a cutoff value of 4.8:those with bowel damage(LI>4.8)and those without bowel damage(LI≤4.8).A neurophenotype model was developed to characterize the neural changes associated with bowel damage in CD.Key features were selected from first-order features extracted from multiparametric brain MRI in the training cohort and validated in an independent test cohort.Results The final study population comprised 109 patients,including 51 individuals with bowel damage and 58 without bowel damage.The neurophenotype model scores were 0.785(95%CI:0.506~0.945)in the bowel damage group and 0.155(95%CI:0.093~0.394)in the non-bowel damage group,showing a statistically significant difference between the two groups(P<0.001).The developed model exhibited strong discriminative performance,with area under the receiver operating characteristic curve(AUC)values ranging from 0.824 to 0.918 across the training,vali-dation,and test cohorts(all P<0.05).Conclusion Our radiomics-assisted neurophenotype analysis reveals neural alterations in CD patients with bowel damage,which may indicate extraintestinal manifestations associated with cumulative intestinal injury.
2.Multimodal MRI-based neurophenotype correlated to structural bowel damage in Crohn's disease
Zhuangnian FANG ; Ruonan ZHANG ; Lili HUANG ; Xiaodi SHEN ; Qingzhu ZHENG ; Yangdi WANG ; Xuehua LI ; Zhoulei LI ; Shaochun LIN
The Journal of Practical Medicine 2025;41(15):2398-2405
Objective To characterize neurological alterations associated with structural bowel damage in patients with Crohn's disease(CD)through radiomics-assisted neurophenotyping,utilizing multiparametric brain MRI.Methods This prospective study enrolled patients with CD who underwent brain MRI,MR enterography,and ileocolonoscopy within one week.The Lémann Index was used to quantitatively assess cumulative structural bowel damage.CD patients were stratified into two groups based on a cutoff value of 4.8:those with bowel damage(LI>4.8)and those without bowel damage(LI≤4.8).A neurophenotype model was developed to characterize the neural changes associated with bowel damage in CD.Key features were selected from first-order features extracted from multiparametric brain MRI in the training cohort and validated in an independent test cohort.Results The final study population comprised 109 patients,including 51 individuals with bowel damage and 58 without bowel damage.The neurophenotype model scores were 0.785(95%CI:0.506~0.945)in the bowel damage group and 0.155(95%CI:0.093~0.394)in the non-bowel damage group,showing a statistically significant difference between the two groups(P<0.001).The developed model exhibited strong discriminative performance,with area under the receiver operating characteristic curve(AUC)values ranging from 0.824 to 0.918 across the training,vali-dation,and test cohorts(all P<0.05).Conclusion Our radiomics-assisted neurophenotype analysis reveals neural alterations in CD patients with bowel damage,which may indicate extraintestinal manifestations associated with cumulative intestinal injury.
3.Prediction of risks of early anastomotic recurrence following primary bowel resection in patients with Crohn's disease based on preoperative magnetic resonance enterography
Weitao HE ; Xiaodi SHEN ; Yangdi WANG ; Jinfang DU ; Xuehua LI ; Shanshan XIONG ; Zhoulei LI ; Shaochun LIN
The Journal of Practical Medicine 2024;40(5):664-671
Objective To develop a nomogram for predicting the risks of early anastomotic recurrence(EAR)after primary bowel resection in patients with Crohn's disease(CD).Methods The patients with CD under-going preoperative magnetic resonance enterography(MRE)and primary bowel resection were enrolled in this retrospective study and divided into an EAR group(18 patients)and EAR-free group(12 patients).The EAR group included the patients having an endoscopic Rutgeerts score of≥I2 month or the need for anastomotic resection within 12 months after surgery.All the 38 indexes including preoperative demographic characteristics,laboratory examina-tions,multi-parameter MRE features of the resected intestine and its adjacent mesentery,histological findings,and postoperative pharmacotherapy were analyzed.Least absolute shrinkage and selection operator(LASSO)regression and multivariate binary logistic regression analysis were performed to identify independent risk factors to be incorpo-rated into the nomogram for predicting the risks of early anastomotic recurrence and the prediction performance was evaluated.Results Mesenteric creeping fat index on MRE and comb sign were independent risks of EAR,with a concordance index of 0.882(95%CI:0.764~1).The calibration plot revealed a strong relationship between actual observation and predicted probability of EAR.Conclusions The preoperative MRE-based nomogram may be a potential tool for predicting EAR following surgery in patients with CD,which is beneficial to individual management in those patients.It provides reference for the formulation of early postoperative individualized drug adjuvant therapy in patients at high risk of EAR.
4.CEUS in differential diagnosis of renal focal hyperechoic lesions
Yangdi WANG ; Zuofeng XU ; Xiaoyu ZHOU ; Meiqing CHENG ; Mengfei XIAN
Chinese Journal of Medical Imaging Technology 2018;34(2):284-287
Objective To investigate the value of CEUS in differential diagnosis of benign and malignant renal focal hyperechoic lesions.Methods Data of conventional ultrasound (US) and CEUS of 56 patients with single renal focal hyperechoic lesion were retrospectively analyzed,and differential diagnosis of benign and malignant lesions was performed with US and CEUS,respectively.Taking pathological diagnosis as golden standard,the diagnostic efficacy of US and CEUS were calculated and compared.Results The sensibility,specificity,positive predictive value (PPV),negative predictive value (NPV) and accuracy of US was 70.00% (14/20),75.00% (27/36),60.87% (14/23),81.82% (27/33) and 73.21% (41/56),while of CEUS was 80.00% (16/20),94.44% (34/36),88.89% (16/18),89.47% (34/38) and 89.29 % (50/56),respectively.The accuracy,specificity and PPV of CEUS were higher than those of US (all P<0.05).The consistency of CEUS and pathology was good (Kappa=0.761),while of US and pathology was ordinary (Kappa=0.435).Conclusion CEUS can improve differential diagnostic efficacy of renal focal hyperechoic lesions.

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