36 results on '"Xiaoduo Yu"'
Search Results
2. The utility of texture analysis based on quantitative synthetic magnetic resonance imaging in nasopharyngeal carcinoma: a preliminary study
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Fan Yang, Yujie Li, Xiaolu Li, Xiaoduo Yu, Yanfeng Zhao, Lin Li, Lizhi Xie, and Meng Lin
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Nasopharyngeal carcinoma ,Magnetic resonance imaging ,Differential diagnosis ,Medical technology ,R855-855.5 - Abstract
Abstract Background Magnetic resonance imaging (MRI) is commonly used for the diagnosis of nasopharyngeal carcinoma (NPC) and occipital clivus (OC) invasion, but a proportion of lesions may be missed using non-enhanced MRI. The purpose of this study is to investigate the diagnostic performance of synthetic magnetic resonance imaging (SyMRI) in differentiating NPC from nasopharyngeal hyperplasia (NPH), as well as evaluating OC invasion. Methods Fifty-nine patients with NPC and 48 volunteers who underwent SyMRI examination were prospectively enrolled. Eighteen first-order features were extracted from VOIs (primary tumours, benign mucosa, and OC). Statistical comparisons were conducted between groups using the independent-samples t-test and the Mann–Whitney U test to select significant parameters. Multiple diagnostic models were then constructed using multivariate logistic analysis. The diagnostic performance of the models was calculated by receiver operating characteristics (ROC) curve analysis and compared using the DeLong test. Bootstrap and 5-folds cross-validation were applied to avoid overfitting. Results The T1, T2 and PD map-derived models had excellent diagnostic performance in the discrimination between NPC and NPH in volunteers, with area under the curves (AUCs) of 0.975, 0.972 and 0.986, respectively. Besides, SyMRI models also showed excellent performance in distinguishing OC invasion from non-invasion (AUC: 0.913–0.997). Notably, the T1 map-derived model showed the highest diagnostic performance with an AUC, sensitivity, specificity, and accuracy of 0.997, 96.9%, 97.9% and 97.5%, respectively. By using 5-folds cross-validation, the bias-corrected AUCs were 0.965–0.984 in discriminating NPC from NPH and 0.889–0.975 in discriminating OC invasion from OC non-invasion. Conclusions SyMRI combined with first-order parameters showed excellent performance in differentiating NPC from NPH, as well as discriminating OC invasion from non-invasion.
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- 2023
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3. Arterial spin labeling and diffusion-weighted imaging for identification of retropharyngeal lymph nodes in patients with nasopharyngeal carcinoma
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Xiaoduo Yu, Fan Yang, Xue Liu, Yanfeng Zhao, Yujie Li, Meng Lin, Lizhi Xie, and Yuqing Shang
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Nasopharyngeal neoplasms ,Magnetic resonance imaging ,Perfusion imaging ,Diffusion magnetic resonance imaging ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background To evaluate the parameters derived from arterial spin labeling (ASL) and multi-b-value diffusion-weighted imaging (DWI) for differentiating retropharyngeal lymph nodes (RLNs) in patients with nasopharyngeal carcinoma (NPC). Methods This prospective study included 50 newly diagnosed NPC and 23 healthy control (HC) participants. RLNs of NPC were diagnosed according to the follow-up MRI after radiotherapy. Parameters derived from ASL and multi-b-value DWI, and RLNs axial size on pre-treatment MRI among groups were compared. Receiver operating characteristic curve (ROC) was used to analyze the diagnostic efficiency. Results A total of 133 RLNs were collected and divided into a metastatic group (n = 71) and two non-metastatic groups (n = 62, including 29 nodes from NPC and 33 nodes from HC). The axial size, blood flow (BF), and apparent diffusion coefficient (ADC) of RLNs were significantly different between the metastasis and the non-metastasis group. For NPC patients with a short axis < 5 mm or < 6 mm, or long axis < 7 mm, if BF > 54 mL/min/100 g or ADC ≤ 0.95 × 10−3 mm2/s, the RLNs were still considered metastatic. Compared with the index alone, a combination of size and functional parameters could improve the accuracy significantly, except the long axis combined with ADC; especially, combined size with BF exhibited better performance with an accuracy of 91.00–92.00%. Conclusions ASL and multi-b-value DWI could help determine the N stage of NPC, while the BF combination with RLNs size may significantly improve the diagnostic efficiency.
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- 2022
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4. Whole-lesion apparent diffusion coefficient (ADC) histogram as a quantitative biomarker to preoperatively differentiate stage IA endometrial carcinoma from benign endometrial lesions
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Jieying Zhang, Xiaoduo Yu, Xiaomiao Zhang, Shuang Chen, Yan Song, Lizhi Xie, Yan Chen, and Han Ouyang
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Endometrial neoplasms ,Apparent diffusion coefficient ,Diffusion-weighted MRI ,Histogram analysis ,Medical technology ,R855-855.5 - Abstract
Abstract Background To assess the value of whole-lesion apparent diffusion coefficient (ADC) histogram analysis in differentiating stage IA endometrial carcinoma (EC) from benign endometrial lesions (BELs) and characterizing histopathologic features of stage IA EC preoperatively. Methods One hundred and six BEL and 126 stage IA EC patients were retrospectively enrolled. Eighteen volumetric histogram parameters were extracted from the ADC map of each lesion. The Mann–Whitney U or Student’s t-test was used to compare the differences between the two groups. Models based on clinical parameters and histogram features were established using multivariate logistic regression. Receiver operating characteristic (ROC) analysis and calibration curves were used to assess the models. Results Stage IA EC showed lower ADC10th, ADC90th, ADCmin, ADCmax, ADCmean, ADCmedian, interquartile range, mean absolute deviation, robust mean absolute deviation (rMAD), root mean squared, energy, total energy, entropy, variance, and higher skewness, kurtosis and uniformity than BELs (all p 0.05). Conclusions Whole-lesion ADC histogram analysis could serve as an imaging biomarker for differentiating stage IA EC from BELs and assisting in tumor grading of stage IA EC, thus facilitating personalized clinical management for premenopausal and postmenopausal patients.
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- 2022
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5. MRI-based radiomics value for predicting the survival of patients with locally advanced cervical squamous cell cancer treated with concurrent chemoradiotherapy
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Xiaomiao Zhang, Jingwei Zhao, Qi Zhang, Sicong Wang, Jieying Zhang, Jusheng An, Lizhi Xie, Xiaoduo Yu, and Xinming Zhao
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Cervical squamous cell cancer ,FIGO stage ,Radiomics ,Progression-free survival ,Overall survival ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background To investigate the magnetic resonance imaging (MRI)-based radiomics value in predicting the survival of patients with locally advanced cervical squamous cell cancer (LACSC) treated with concurrent chemoradiotherapy (CCRT). Methods A total of 185 patients (training group: n = 128; testing group: n = 57) with LACSC treated with CCRT between January 2014 and December 2018 were retrospectively enrolled in this study. A total of 400 radiomics features were extracted from T2-weighted imaging, apparent diffusion coefficient map, arterial- and delayed-phase contrast-enhanced MRI. Univariate Cox regression and least absolute shrinkage and selection operator Cox regression was applied to select radiomics features and clinical characteristics that could independently predict progression-free survival (PFS) and overall survival (OS). The predictive capability of the prediction model was evaluated using Harrell’s C-index. Nomograms and calibration curves were then generated. Survival curves were generated using the Kaplan-Meier method, and the log-rank test was used for comparison. Results The radiomics score achieved significantly better predictive performance for the estimation of PFS (C-index, 0.764 for training and 0.762 for testing) and OS (C-index, 0.793 for training and 0.750 for testing), compared with the 2018 FIGO staging system (C-index for PFS, 0.657 for training and 0.677 for testing; C-index for OS, 0.665 for training and 0.633 for testing) and clinical-predicting model (C-index for PFS, 0.731 for training and 0.725 for testing; C-index for OS, 0.708 for training and 0.693 for testing) (P
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- 2022
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6. Multimodal MRI-Based Radiomics-Clinical Model for Preoperatively Differentiating Concurrent Endometrial Carcinoma From Atypical Endometrial Hyperplasia
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Jieying Zhang, Qi Zhang, Tingting Wang, Yan Song, Xiaoduo Yu, Lizhi Xie, Yan Chen, and Han Ouyang
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radiomics ,magnetic resonance imaging ,endometrial hyperplasia ,endometrial neoplasms ,texture analysis ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
ObjectivesTo develop and validate a radiomics model based on multimodal MRI combining clinical information for preoperative distinguishing concurrent endometrial carcinoma (CEC) from atypical endometrial hyperplasia (AEH).Materials and MethodsA total of 122 patients (78 AEH and 44 CEC) who underwent preoperative MRI were enrolled in this retrospective study. Radiomics features were extracted based on T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), and apparent diffusion coefficient (ADC) maps. After feature reduction by minimum redundancy maximum relevance and least absolute shrinkage and selection operator algorithm, single-modal and multimodal radiomics signatures, clinical model, and radiomics-clinical model were constructed using logistic regression. Receiver operating characteristic (ROC) analysis, calibration curves, and decision curve analysis were used to assess the models.ResultsThe combined radiomics signature of T2WI, DWI, and ADC maps showed better discrimination ability than either alone. The radiomics-clinical model consisting of multimodal radiomics features, endometrial thickness >11mm, and nulliparity status achieved the highest area under the ROC curve (AUC) of 0.932 (95% confidential interval [CI]: 0.880-0.984), bootstrap corrected AUC of 0.922 in the training set, and AUC of 0.942 (95% CI: 0.852-1.000) in the validation set. Subgroup analysis further revealed that this model performed well for patients with preoperative endometrial biopsy consistent and inconsistent with postoperative pathologic data (consistent group, F1-score = 0.865; inconsistent group, F1-score = 0.900).ConclusionsThe radiomics model, which incorporates multimodal MRI and clinical information, might be used to preoperatively differentiate CEC from AEH, especially for patients with under- or over-estimated preoperative endometrial biopsy.
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- 2022
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7. The Value of Whole-Tumor Texture Analysis of ADC in Predicting the Early Recurrence of Locally Advanced Cervical Squamous Cell Cancer Treated With Concurrent Chemoradiotherapy
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Xiaomiao Zhang, Qi Zhang, Lizhi Xie, Jusheng An, Sicong Wang, Xiaoduo Yu, and Xinming Zhao
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cervical squamous cell cancer ,FIGO stage ,apparent diffusion coefficient ,recurrence ,concurrent chemoradiotherapy ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
ObjectivesTo investigate the value of whole-tumor texture analysis of apparent diffusion coefficient (ADC) map in predicting the early recurrence of patients with locally advanced cervical squamous cell cancer (LACSC) treated with concurrent chemoradiotherapy (CCRT) and establish a combined prediction model including clinical variables and first-order texture features.MethodsIn total, 219 patients (training: n = 153; testing: n = 66) with stage IIB-IVA LACSC treated by CCRT between January 2014 and December 2019 were retrospectively enrolled in this study. Clinical variables and 22 first-order texture features extracted from ADC map were collected. The Mann-Whitney U test or independent sample t test, chi-square test or Fisher’s exact were used to analyze statistically significant parameters, logistic regression analysis was used for multivariate analysis, and receiver operating characteristic analysis was used to compare the diagnostic performance.ResultsIn the clinical variables, T stage and lymph node metastasis (LNM) were independent risk factors, and the areas under the curve (AUCs) of the clinical model were 0.697 and 0.667 in the training and testing cohorts, the sensitivity and specificity were 48.8% and 85.5% in the training cohort, and 84.1% and 51.1% in the testing cohort, respectively. In the first-order texture features, mean absolute deviation (MAD) was the independent protective factor, with an AUC of 0.756 in the training cohort and 0.783 in the testing cohort. The sensitivity and specificity were 95.3% and 52.7% in the training cohort and 94.7% and 53.2% in the testing cohort, respectively. The combined model (MAD, T stage, and LNM) was established, it exhibited the highest AUC of 0.804 in the training cohort and 0.821 in the testing cohort, which was significantly higher than the AUC of the clinical prediction model. The sensitivity and specificity were 67.4% and 85.5% in the training cohort and 94.7% and 70.2% in the testing cohort, respectively.ConclusionsThe first-order texture features of the ADC map could be used along with clinical predictive biomarkers to predict early recurrence in patients with LACSC treated by CCRT.
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- 2022
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8. Investigating the value of arterial spin labeling and intravoxel incoherent motion imaging on diagnosing nasopharyngeal carcinoma in T1 stage
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Yujie Li, Xiaolu Li, Xiaoduo Yu, Meng Lin, Han Ouyang, Lizhi Xie, and Yuqing Shang
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Nasopharyngeal neoplasms ,Magnetic resonance imaging ,Perfusion imaging ,Diffusion magnetic resonance imaging ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background To investigate the diagnostic value of arterial spin labeling (ASL) and intravoxel incoherent motion (IVIM) imaging in distinguishing nasopharyngeal carcinoma (NPC) in T1 stage from healthy controls (HC). Methods Forty-five newly diagnosed NPC patients in the T1 stage and thirty-one healthy volunteers who underwent MR examinations for both 3D pseudo-continuous ASL (pCASL) and IVIM were enrolled in this study. The Mann-Whitney test was used to compare the mean values of blood flow (BF) derived from pCASL and IVIM derived parameters, including apparent diffusion coefficient (ADC), pure molecular diffusion (D), pseudo-diffusion coefficient (D*) and perfusion fraction (f) between NPC tumor and benign nasopharyngeal mucosa of HC. Receiver Operating Characteristic (ROC) was performed to determine diagnostic cutoff and efficiency. The correlation coefficients among parameters were investigated using Spearman’s test. Results The NPC in the T1 stage showed higher mean BF, lower ADC, D, and f compared to benign nasopharyngeal mucosa (P < 0.001) with the area under curve of ROC of 0.742–0.996 (highest by BF). BF cutoff was set at > 36 mL/100 g/min; the corresponding sensitivity, specificity, and accuracy in differentiating NPC stage T1 from benign nasopharyngeal mucosa were 95.56% (43/45), 100% (31/31) and 97.37% (74/76), respectively. BF demonstrated moderate negative correlation with D* on HC (ρ [Spearman correlation coefficients] = − 0.426, P = 0.017). Conclusions ASL and IVIM could reflect the difference in perfusion and diffusion between tumor and benign nasopharyngeal mucosa, indicating a potential for accessing early diagnosis of NPC. Notably, BF, with a specificity of 100%, demonstrated better performance compared to IVIM in distinguishing malignant lesions from healthy tissue.
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- 2020
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9. Different Primary Sites of Hypopharyngeal Cancer Have Different Lymph Node Metastasis Patterns: A Retrospective Analysis From Multi-Center Data
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Xiwei Zhang, Ye Zhang, Xiaoduo Yu, Ying Sun, Susheng Miao, Shaoyan Liu, Zhengjiang Li, Junlin Yi, and Changming An
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hypopharyngeal cancer (HPC) ,lymph node metastasis (LNM) ,magnetic resonance imaging (MRI) ,retropharyngeal lymph nodes (RPLN) ,pattern ,bilateral ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
BackgroundMost hypopharyngeal cancers (HPCs) develop lymph node metastasis (LNM) at initial diagnosis. Understanding the pattern of LNM in HPC could help both surgeons and radiologists make decisions in the management of cervical lymph nodes.MethodsA total of 244 newly diagnosed HPC patients between January 2010 and December 2018 were recruited from three specialized cancer hospitals in mainland China. All patients received pre-treatment magnetic resonance imaging (MRI), and definitive radiotherapy with or without concurrent chemotherapy. We reassessed the features of the primary tumor (tumor size, primary location, and extent of invasion) and the involvement of lymph nodes at each level. According to the incidence of LNM, these levels were sequenced and sorted into drainage stations. Univariate and multivariate analyses were used to determine the risk factors for bilateral and regional lymph node metastasis.ResultsThe cohort consisted of 195 piriform sinus cancers (PSC), 47 posterior wall cancers (PWC), and 2 post-cricoid cancers (PCC). A total of 176 patients (72.1%) presented with MRI-detectable LNMs. The overall LNM rates for level II-VI and retropharyngeal lymph nodes (RPLNs) were 59.0%, 52.9%, 14.3%, 1.6%, 2.9%, and 16.4%, respectively. Based on the prevalence of LNM at each level, we hypothesize that the lymphatic drainage of PSC was carried out in sequence along three stations: Level II and III (61.0% and 55.4%), Level IV and RPLN (15.9% and 11.3%), and Level V and VI (1.5% and 3.1%). For PWCs, lymphatic drainage is carried out at two stations: Level II, III, and RPLN (48.9%, 40.4%, and 34.0%) and Level IV-VI (6.4%, 0%, and 2.1%). According to univariate and multivariate analyses, posterior wall invasion was significantly correlated with bilateral LNM (P = 0.030, HR = 2.853 95%CI, 1.110-7.338) and RPLN metastasis (P = 0.017, HR = 2.880 95%CI, 1.209-6.862). However, pyriform sinus invasion was less likely to present with bilateral LNM (P = 0.027, HR = 0.311, 95%CI, 0.111-0.875) and RPLN metastasis (P = 0.028, HR = 0.346, 95%CI, 0.134-0.891).Conclusions and RelevanceThe primary tumor site and extent of invasion are related to the pattern of lymph node metastasis. That is, the metastasis would drainage station by station along different directions.
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- 2021
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10. Retropharyngeal Lymph Node Metastasis Diagnosed by Magnetic Resonance Imaging in Hypopharyngeal Carcinoma: A Retrospective Analysis From Chinese Multi-Center Data
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Changming An, Ying Sun, Susheng Miao, Xiaoduo Yu, Ye Zhang, Xiwei Zhang, Lili Xia, Shaoyan Liu, Zhengjiang Li, and Junlin Yi
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hypopharyngeal cancer (HPC) ,hypopharyngeal squamous cell carcinoma (HPSCC) ,retropharyngeal lymph node (RPLN) ,prognostic ,magnetic resonance image (MRI) ,pyriform sinus (PS) ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
BackgroundTo assess the prevalence, risk factors and prognostic significance of retropharyngeal lymph node (RPLN) metastasis diagnosed by magnetic resonance imaging (MRI) in patients with hypopharyngeal squamous cell carcinoma (HPSCC).Methods259 patients from three cancer institutions in China from Jan 2010 to Dec 2018 were analyzed, retrospectively. All the patients had been given pre-treatment magnetic resonance imaging (MRI) of head and neck and were then treated with definitive radiotherapy with or without chemotherapy. Pretreatment diagnostic MRIs were reviewed by a dedicated head and neck radiologist, for the presence or absence of radiographically positive RPLN, cervical LN and tumor invasion.Demographic variables were analysed by descriptive statistics using SPSS 20.0. Predictors of the presence of RPLN and its prognostic significance were examined.ResultsRPLN metastasis was discovered in 44 patients (17%). Logistic analysis showed that posterior pharyngeal wall (PPW) primary tumor; PPW invasion; N2-3; multiple cervical lymph node (LN) involvement (>2 LNs) were associated with RPLN metastasis, with metastasis rates 37%, 30%, 31% and 33% respectively. Patients with RPLN metastasis had a significantly reduced 5-year overall survival (OS) and disease-free survival (DFS) compared to the non-RPLN metastasis group (OS 28% vs. 48%, p=0.001; DFS 25% vs. 41%, p=0.040).ConclusionsRPLN metastasis was not uncommon in HPSCC patients. Risk factors were: PPW primary tumor, PPW invasion and cervical LN status. RPLN metastasis is a poor prognosticator for survival.
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- 2021
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11. Comparison of contrast-enhanced isotropic 3D-GRE-T1WI sequence versus conventional non-isotropic sequence on preoperative staging of cervical cancer.
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Xiaoduo Yu, Meng Lin, Feng Ye, Han Ouyang, Yan Chen, Chunwu Zhou, and Zihua Su
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Medicine ,Science - Abstract
To compare contrast-enhanced isotropic 3D-GRE-T1WI sequence vs. conventional non-isotropic sequence in terms of image quality, estimated signal-to-noise ratio (eSNR), relative tumor contrast and performance of cervical cancer staging.This retrospective study was approved by the institutional review board, and informed consent was waived. Seventy-one patients (47 ± 9.4 years), with pathologically-confirmed cervical cancer underwent axial contrast-enhanced 1 mm3 isotropic 3D-GRE-T1WI sequence (herein referred to Isotropy), and 3-mm-thick non-isotropic sagittal and coronal sequences. Image quality score, eSNR and relative contrast between tumor to myometrium, gluteal muscle, and fat respectively, were compared between 3-mm-thick reconstructed images from Isotropy and directly scanned non-isotropic images by paired t-test. Difference in tumor staging obtained from Isotropy and combined Three-planes including reconstructed axial images, directly scanned sagittal and coronal sequence were compared by McNemar test.Both sequences showed similar image quality. Reconstructed images demonstrated higher eSNR, equal or lower relative tumor contrast compared with non-isotropic images. Compared with performing diagnosis on Three-planes, both reviewers showed higher accuracy when diagnosing vaginal invasion on Isotropy (p = 0.039 and 0.003, respectively).Compared with non-isotropic sequence, 3.0T MR isotropic 3D-GRE-T1WI sequence exhibited better eSNR, providing more reliable clinical information for preoperative staging of cervical cancer.
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- 2015
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12. Histogram analysis of quantitative parameters from synthetic MRI: correlations with prognostic factors in nasopharyngeal carcinoma
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Fan Yang, Xiaolu Li, Yujie Li, Huizi Lei, Qiang Du, Xiaoduo Yu, Lin Li, Yanfeng Zhao, Lizhi Xie, and Meng Lin
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Radiology, Nuclear Medicine and imaging ,General Medicine - Published
- 2023
13. Histogram analysis of synthetic magnetic resonance imaging: Correlations with histopathological factors in head and neck squamous cell carcinoma
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Fan Yang, Yujie Li, Huizi Lei, Haoran Wei, Qiang Du, Xiaoduo Yu, Xiaolu Li, Yanfeng Zhao, Lin Li, Lizhi Xie, and Meng Lin
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Radiology, Nuclear Medicine and imaging ,General Medicine - Published
- 2023
14. MRI-based radiomics for pretreatment prediction of response to concurrent chemoradiotherapy in locally advanced cervical squamous cell cancer
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Xiaomiao Zhang, Qi Zhang, Yan Chen, Sicong Wang, Jieying Zhang, Jusheng An, Lizhi Xie, Xiaoduo Yu, and Xinming Zhao
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Radiological and Ultrasound Technology ,Urology ,Gastroenterology ,Radiology, Nuclear Medicine and imaging - Abstract
To investigate the value of magnetic resonance imaging (MRI)-based radiomics in predicting the treatment response to concurrent chemoradiotherapy (CCRT) in patients with locally advanced cervical squamous cell cancer (LACSC).In total, 198 patients (training: n = 138; testing: n = 60) with LACSC treated with CCRT between January 2014 and December 2019 were retrospectively enrolled in this study. Responses were evaluated by MRI and clinical data performed at one month after completion of CCRT according to RECIST standards, and patients were divided into the residual group and nonresidual group. Overall, 200 radiomics features were extracted from T2-weighted imaging and apparent diffusion coefficient maps. The radiomics score (Rad-score) was constructed with a feature selection strategy. Logistic regression analysis was used for multivariate analysis of radiomics features and clinical variables. The performance of all models was assessed using receiver operating characteristic curves.Among the clinical variables, tumor grade and FIGO stage were independent risk factors, and the areas under the curve (AUCs) of the clinical model were 0.741 and 0.749 in the training and testing groups. The Rad-score, consisting of 4 radiomics features selected from 200 radiomics features, showed good predictive performance with an AUC of 0.819 in the training group and 0.776 in the testing group, which were higher than the clinical model, but the difference was not statistically significant. The combined model constructed with tumor grade, FIGO stage, and Rad-score achieved the best performance, with an AUC of 0.857 in the training group and 0.842 in the testing group, which were significantly higher than the clinical model.MRI-based radiomics features could be used as a noninvasive biomarker to improve the ability to predict the treatment response to CCRT in patients with LACSC.
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- 2022
15. Investigating the value of arterial spin labeling and intravoxel incoherent motion imaging on diagnosing nasopharyngeal carcinoma in T1 stage
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Xiaolu Li, Han Ouyang, Meng Lin, Yujie Li, Xiaoduo Yu, Lizhi Xie, and Yuqing Shang
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Adult ,Male ,lcsh:Medical physics. Medical radiology. Nuclear medicine ,Diffusion magnetic resonance imaging ,lcsh:R895-920 ,Nasopharyngeal neoplasm ,Perfusion scanning ,Sensitivity and Specificity ,lcsh:RC254-282 ,Motion ,Magnetic resonance imaging ,Humans ,Medicine ,Effective diffusion coefficient ,Radiology, Nuclear Medicine and imaging ,Stage (cooking) ,Nasopharyngeal neoplasms ,Intravoxel incoherent motion ,Aged ,Nasopharyngeal Carcinoma ,Radiological and Ultrasound Technology ,Receiver operating characteristic ,medicine.diagnostic_test ,business.industry ,General Medicine ,Middle Aged ,medicine.disease ,Perfusion imaging ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Oncology ,Nasopharyngeal carcinoma ,Female ,business ,Nuclear medicine ,Research Article - Abstract
Background To investigate the diagnostic value of arterial spin labeling (ASL) and intravoxel incoherent motion (IVIM) imaging in distinguishing nasopharyngeal carcinoma (NPC) in T1 stage from healthy controls (HC). Methods Forty-five newly diagnosed NPC patients in the T1 stage and thirty-one healthy volunteers who underwent MR examinations for both 3D pseudo-continuous ASL (pCASL) and IVIM were enrolled in this study. The Mann-Whitney test was used to compare the mean values of blood flow (BF) derived from pCASL and IVIM derived parameters, including apparent diffusion coefficient (ADC), pure molecular diffusion (D), pseudo-diffusion coefficient (D*) and perfusion fraction (f) between NPC tumor and benign nasopharyngeal mucosa of HC. Receiver Operating Characteristic (ROC) was performed to determine diagnostic cutoff and efficiency. The correlation coefficients among parameters were investigated using Spearman’s test. Results The NPC in the T1 stage showed higher mean BF, lower ADC, D, and f compared to benign nasopharyngeal mucosa (P < 0.001) with the area under curve of ROC of 0.742–0.996 (highest by BF). BF cutoff was set at > 36 mL/100 g/min; the corresponding sensitivity, specificity, and accuracy in differentiating NPC stage T1 from benign nasopharyngeal mucosa were 95.56% (43/45), 100% (31/31) and 97.37% (74/76), respectively. BF demonstrated moderate negative correlation with D* on HC (ρ [Spearman correlation coefficients] = − 0.426, P = 0.017). Conclusions ASL and IVIM could reflect the difference in perfusion and diffusion between tumor and benign nasopharyngeal mucosa, indicating a potential for accessing early diagnosis of NPC. Notably, BF, with a specificity of 100%, demonstrated better performance compared to IVIM in distinguishing malignant lesions from healthy tissue.
- Published
- 2020
16. Splenomegaly during oxaliplatin-based chemotherapy: impact on blood parameters and anti-neoplastic treatment
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Ruoyu Ji, Guanghua Huang, Jing Xu, Xiaoduo Yu, Aiping Zhou, and Chunxia Du
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Cancer Research ,Oncology ,Radiology, Nuclear Medicine and imaging - Abstract
Oxaliplatin induces splenomegaly, which can cause blood sequestration and relevant cytopenia, leading to further dose reductions and schedule modifications of chemotherapy. Here, we aimed to explore the changes of spleen volume induced by oxaliplatin as well as its impact on blood parameters and anti-neoplastic treatment in patients with colon cancer.We conducted a retrospective analysis of patients with resectable stage II-IV colon cancer who were treated with oxaliplatin and capecitabine at our institution from January 2016 to December 2017. Laboratory tests and computed tomographic (CT) data before, during and up to 18 months after the end of chemotherapy were extracted. Spleen volume was determined by volumetric measurements. Splenomegaly was defined as an over 30% increase in spleen volume from baseline.Out of 144 patients, 102 patients (70.8%) developed splenomegaly, and 75 (73.5%) recovered at 18 months after the end of chemotherapy. Higher cumulative dose intensity of oxaliplatin (P=0.001) and higher baseline platelet count (P=0.045) were risk factors associated with splenomegaly. Compared to those without splenomegaly, splenomegaly patients experienced more severe reduction in platelet (P0.001), erythrocyte (P=0.010), neutrophil (P=0.002) and lymphocyte (P=0.006) counts and were more likely to undergo dose reductions of oxaliplatin (21.6%Splenomegaly was a common and partly irreversible side effect of oxaliplatin-based therapy in patients with colon cancer. It is correlated with more severe pancytopenia and might exert a negative impact on the efficacy of anti-neoplastic treatment.
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- 2022
17. Different Primary Sites of Hypopharyngeal Cancer Have Different Lymph Node Metastasis Patterns: A Retrospective Analysis From Multi-Center Data
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Xiaoduo Yu, Shaoyan Liu, Xiwei Zhang, Susheng Miao, Junlin Yi, Ying Sun, Zhengjiang Li, Ye Zhang, and Changming An
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Cancer Research ,medicine.medical_specialty ,magnetic resonance imaging (MRI) ,pattern ,Metastasis ,Retropharyngeal lymph nodes ,hypopharyngeal cancer (HPC) ,retropharyngeal lymph nodes (RPLN) ,medicine ,bilateral ,RC254-282 ,Original Research ,business.industry ,lymph node metastasis (LNM) ,Cancer ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Hypopharyngeal cancer ,medicine.disease ,Primary tumor ,medicine.anatomical_structure ,Lymphatic system ,Oncology ,Cervical lymph nodes ,Lymph ,Radiology ,business - Abstract
BackgroundMost hypopharyngeal cancers (HPCs) develop lymph node metastasis (LNM) at initial diagnosis. Understanding the pattern of LNM in HPC could help both surgeons and radiologists make decisions in the management of cervical lymph nodes.MethodsA total of 244 newly diagnosed HPC patients between January 2010 and December 2018 were recruited from three specialized cancer hospitals in mainland China. All patients received pre-treatment magnetic resonance imaging (MRI), and definitive radiotherapy with or without concurrent chemotherapy. We reassessed the features of the primary tumor (tumor size, primary location, and extent of invasion) and the involvement of lymph nodes at each level. According to the incidence of LNM, these levels were sequenced and sorted into drainage stations. Univariate and multivariate analyses were used to determine the risk factors for bilateral and regional lymph node metastasis.ResultsThe cohort consisted of 195 piriform sinus cancers (PSC), 47 posterior wall cancers (PWC), and 2 post-cricoid cancers (PCC). A total of 176 patients (72.1%) presented with MRI-detectable LNMs. The overall LNM rates for level II-VI and retropharyngeal lymph nodes (RPLNs) were 59.0%, 52.9%, 14.3%, 1.6%, 2.9%, and 16.4%, respectively. Based on the prevalence of LNM at each level, we hypothesize that the lymphatic drainage of PSC was carried out in sequence along three stations: Level II and III (61.0% and 55.4%), Level IV and RPLN (15.9% and 11.3%), and Level V and VI (1.5% and 3.1%). For PWCs, lymphatic drainage is carried out at two stations: Level II, III, and RPLN (48.9%, 40.4%, and 34.0%) and Level IV-VI (6.4%, 0%, and 2.1%). According to univariate and multivariate analyses, posterior wall invasion was significantly correlated with bilateral LNM (P = 0.030, HR = 2.853 95%CI, 1.110-7.338) and RPLN metastasis (P = 0.017, HR = 2.880 95%CI, 1.209-6.862). However, pyriform sinus invasion was less likely to present with bilateral LNM (P = 0.027, HR = 0.311, 95%CI, 0.111-0.875) and RPLN metastasis (P = 0.028, HR = 0.346, 95%CI, 0.134-0.891).Conclusions and RelevanceThe primary tumor site and extent of invasion are related to the pattern of lymph node metastasis. That is, the metastasis would drainage station by station along different directions.
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- 2021
18. Retropharyngeal Lymph Node Metastasis Diagnosed by Magnetic Resonance Imaging in Hypopharyngeal Carcinoma: A Retrospective Analysis From Chinese Multi-Center Data
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Susheng Miao, Junlin Yi, Shaoyan Liu, Lili Xia, Xiwei Zhang, Changming An, Ye Zhang, Ying Sun, Zhengjiang Li, and Xiaoduo Yu
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Cancer Research ,medicine.medical_specialty ,medicine.medical_treatment ,Metastasis ,Hypopharyngeal Carcinoma ,03 medical and health sciences ,0302 clinical medicine ,Retropharyngeal lymph nodes ,hypopharyngeal cancer (HPC) ,medicine ,retropharyngeal lymph node (RPLN) ,030223 otorhinolaryngology ,Lymph node ,RC254-282 ,Original Research ,Chemotherapy ,medicine.diagnostic_test ,business.industry ,pyriform sinus (PS) ,Cancer ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Magnetic resonance imaging ,Hypopharyngeal cancer ,medicine.disease ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,hypopharyngeal squamous cell carcinoma (HPSCC) ,Radiology ,business ,magnetic resonance image (MRI) ,prognostic - Abstract
BackgroundTo assess the prevalence, risk factors and prognostic significance of retropharyngeal lymph node (RPLN) metastasis diagnosed by magnetic resonance imaging (MRI) in patients with hypopharyngeal squamous cell carcinoma (HPSCC).Methods259 patients from three cancer institutions in China from Jan 2010 to Dec 2018 were analyzed, retrospectively. All the patients had been given pre-treatment magnetic resonance imaging (MRI) of head and neck and were then treated with definitive radiotherapy with or without chemotherapy. Pretreatment diagnostic MRIs were reviewed by a dedicated head and neck radiologist, for the presence or absence of radiographically positive RPLN, cervical LN and tumor invasion.Demographic variables were analysed by descriptive statistics using SPSS 20.0. Predictors of the presence of RPLN and its prognostic significance were examined.ResultsRPLN metastasis was discovered in 44 patients (17%). Logistic analysis showed that posterior pharyngeal wall (PPW) primary tumor; PPW invasion; N2-3; multiple cervical lymph node (LN) involvement (>2 LNs) were associated with RPLN metastasis, with metastasis rates 37%, 30%, 31% and 33% respectively. Patients with RPLN metastasis had a significantly reduced 5-year overall survival (OS) and disease-free survival (DFS) compared to the non-RPLN metastasis group (OS 28% vs. 48%, p=0.001; DFS 25% vs. 41%, p=0.040).ConclusionsRPLN metastasis was not uncommon in HPSCC patients. Risk factors were: PPW primary tumor, PPW invasion and cervical LN status. RPLN metastasis is a poor prognosticator for survival.
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- 2021
19. Added-value of dynamic contrast-enhanced MRI on prediction of tumor recurrence in locally advanced cervical cancer treated with chemoradiotherapy
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Xinming Zhao, Qi Zhang, Shuang Chen, Han Ouyang, Xiaoduo Yu, and Jinxiao Guo
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Cervical cancer ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,Uterine Cervical Neoplasms ,Magnetic resonance imaging ,Interventional radiology ,General Medicine ,Chemoradiotherapy ,medicine.disease ,Prognosis ,Magnetic Resonance Imaging ,Dynamic contrast-enhanced MRI ,Medicine ,Biomarker (medicine) ,T-stage ,Humans ,Radiology, Nuclear Medicine and imaging ,Female ,Radiology ,Neoplasm Recurrence, Local ,business ,Neuroradiology ,Neoplasm Staging - Abstract
To evaluate whether the DCE-MRI derived parameters integrated into clinical and conventional imaging variables may improve the prediction of tumor recurrence for locally advanced cervical cancer (LACC) patients following concurrent chemoradiotherapy (CCRT). Between March 2014 and November 2019, 79 consecutive LACC patients who underwent pelvic MRI examinations with DCE-MRI sequence before treatment were prospectively enrolled. The primary outcome was disease-free survival (DFS). DCE-MRI derived parameters, conventional imaging, and clinical factors were collected. Univariate and multivariate Cox hazard regression analyses were performed to evaluate these parameters in the prediction of DFS. The independent and prognostic interested variables were combined to build a prediction model compared with the clinical International Federation of Gynecological (FIGO) staging system. Lymph node metastasis (LNM) and the mean value of ve (ve_mean) were independently associated with tumor recurrence (all p
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- 2021
20. Added-value of texture analysis of ADC in predicting the survival of patients with 2018 FIGO stage IIICr cervical cancer treated by concurrent chemoradiotherapy
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Xiaomiao, Zhang, Qi, Zhang, Jinxia, Guo, Jingwei, Zhao, Lizhi, Xie, Jieying, Zhang, Jusheng, An, Xiaoduo, Yu, and Xinming, Zhao
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Lymphatic Metastasis ,Carcinoma, Squamous Cell ,Humans ,Uterine Cervical Neoplasms ,Female ,Radiology, Nuclear Medicine and imaging ,Chemoradiotherapy ,General Medicine ,Prognosis ,Disease-Free Survival ,Neoplasm Staging ,Retrospective Studies - Abstract
To investigate the value of texture analysis of ADC in predicting the survival of patients with 2018 International Federation of Gynecology and Obstetrics (FIGO) stage IIICr cervical squamous cell cancer (CSCC) treated with concurrent chemoradiotherapy (CCRT).A total of 91 patients with stage IIICr CSCC treated by CCRT between January 2014 and December 2018 were retrospectivelyenrolled in this study. Clinical variables and 21 first-order texture features extracted from ADC maps were collected. Univariate and multivariate Cox hazard regression analyses were performed to evaluate these parameters in predicting progression-free survival (PFS) and overall survival (OS). The independent variables were combined to build a prediction model and compared with the 2018 FIGO staging system. Survival curves were generated using the Kaplan-Meier method, and the log-rank test was used for comparison.Mean Absolute Deviation (MAD), T stage, and the number of lymph node metastasis (LNM) were independently associated with PFS, while MAD, energy, T stage, number of LNM, and tumor grade were independently associated with OS. The C-index values of the combined models for PFS and OS, which were respectively 0.750 and 0.832, were significantly higher compared to 2018 FIGO staging system values of 0.629 and 0.630, respectively (P 0.05).The texture analysis of the ADC maps could be used along with clinical prognostic biomarkers to predict PFS and OS in patients with stage IIICr CSCC treated by CCRT.
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- 2022
21. Feasibility of intravoxel incoherent motion diffusion-weighted imaging in distinguishing adenocarcinoma originated from uterine corpus or cervix
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Ying Song, Xinming Zhao, Lizhi Xie, Han Ouyang, Xiaoduo Yu, Qi Zhang, and Feng Ye
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Urology ,Cervix Uteri ,Adenocarcinoma ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,symbols.namesake ,Motion ,0302 clinical medicine ,medicine ,Effective diffusion coefficient ,Humans ,Radiology, Nuclear Medicine and imaging ,Cervix ,Uterine Neoplasm ,Intravoxel incoherent motion ,Fisher's exact test ,Radiological and Ultrasound Technology ,business.industry ,Gastroenterology ,medicine.disease ,medicine.anatomical_structure ,Diffusion Magnetic Resonance Imaging ,030220 oncology & carcinogenesis ,symbols ,Mann–Whitney U test ,Feasibility Studies ,Female ,business ,Nuclear medicine ,Diffusion MRI - Abstract
To prospectively assess the incremental value of intravoxel incoherent motion (IVIM) DWI in determining whether the adenocarcinoma originated from the uterine corpus or cervix. Eighty consecutive uterine adenocarcinomas from the cervix or endometrium confirmed by histopathology underwent IVIM DWI acquisition on a 3.0T MR scanner before treatment. Five morphologic features were analyzed using Fisher exact test; IVIM DWI-derived parameters, including apparent diffusion coefficient (ADC), true coefficient diffusivity (D), perfusion-related diffusivity (D*), and perfusion fraction (f) were compared using two-sample independent t-test or Mann–Whitney U test. Logistic regression analysis was used to develop different diagnosis model. The ROCs of these variables and diagnostic models were compared to evaluate the diagnostic efficiency. Among single morphologic features, tumor location yielded the highest AUC of 0.891 in distinguishing endometrial adenocarcinoma (EAC) from cervical adenocarcinoma (CAC). Among single IVIM DWI-derived parameters, f values showed the best diagnostic performance (AUC: 0.837) at the optimal cut-off value of 0.261. Additionally, the combined diagnostic model, which consisted of tumor location, ADC and f showed the largest AUC of 0.967 with the highest sensitivity of 88.14%, highest specificity of 100.00%, and highest accuracy of 91.25%. IVIM DWI-derived parameters add additional diagnostic value to conventional morphologic features. A combined diagnosis model is a promising imaging tool for predicting the origin of uterine adenocarcinoma, further contributing to therapeutic decision-making.
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- 2020
22. Whole-tumor texture model based on diffusion kurtosis imaging for assessing cervical cancer: a preliminary study
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Han Ouyang, Shuang Chen, Xiaoduo Yu, Jieying Zhang, Xinming Zhao, Qi Zhang, and Lizhi Xie
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Percentile ,medicine.medical_specialty ,Uterine Cervical Neoplasms ,Sensitivity and Specificity ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Fractional anisotropy ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Grading (tumors) ,Diffusion Kurtosis Imaging ,Cervical cancer ,business.industry ,Texture model ,General Medicine ,medicine.disease ,Diffusion Magnetic Resonance Imaging ,Diffusion Tensor Imaging ,030220 oncology & carcinogenesis ,Mann–Whitney U test ,Kurtosis ,Female ,Radiology ,Neoplasm Grading ,Nuclear medicine ,business - Abstract
To evaluate the diagnostic potential of diffusion kurtosis imaging (DKI) functional maps with whole-tumor texture analysis in differentiating cervical cancer (CC) subtype and grade. Seventy-six patients with CC were enrolled. First-order texture features of the whole tumor were extracted from DKI and DWI functional maps, including apparent kurtosis coefficient averaged over all directions (MK), kurtosis along the axial direction (Ka), kurtosis along the radial direction (Kr), mean diffusivity (MD), fractional anisotropy (FA), and ADC maps, respectively. The Mann-Whitney U test and ROC curve were used to select the most representative texture features. Models based on each individual and combined functional maps were established using multivariate logistic regression analysis. Conventional parameters—the average values of ADC and DKI parameters derived from the conventional ROI method—were also evaluated. The combined model based on Ka, Kr, MD, and FA maps yielded the best diagnostic performance in discrimination of cervical squamous cell cancer (SCC) and cervical adenocarcinoma (CAC) with the highest AUC (0.932). Among individual functional map derived models, Kr map–derived model showed the best performance when differentiating tumor subtypes (AUC = 0.828). MK_90th percentile was useful for distinguishing high-grade and low-grade in SCC tumors with an AUC of 0.701. The average values of MD, FA, and ADC were significantly different between SCC and CAC, but no conventional parameters were useful for tumor grading. The whole-tumor texture analysis applied to DKI functional maps can be used for differential diagnosis of cervical cancer subtypes and grading SCC. • The whole-tumor texture analysis applied to DKI functional maps allows accurate differential diagnosis of CC subtype and grade. • The combined model derived from multiple functional maps performs significantly better than the single models when differentiating tumor subtypes. • MK_90th percentile was useful for distinguishing poorly and well-/moderately differentiated SCC tumors with an AUC of 0.701.
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- 2020
23. Multiple mathematical models of diffusion-weighted imaging for endometrial cancer characterization: Correlation with prognosis-related risk factors
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Lizhi Xie, Shuang Chen, Han Ouyang, Xinming Zhao, Qi Zhang, Xiaoduo Yu, and Feng Ye
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Adult ,Lymphovascular invasion ,Logistic regression ,030218 nuclear medicine & medical imaging ,Correlation ,03 medical and health sciences ,Endometrium ,0302 clinical medicine ,Risk Factors ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,In patient ,Prospective Studies ,Aged ,Pelvic MRI ,Receiver operating characteristic ,business.industry ,Endometrial cancer ,Reproducibility of Results ,General Medicine ,Middle Aged ,Models, Theoretical ,medicine.disease ,Prognosis ,Endometrial Neoplasms ,Diffusion Magnetic Resonance Imaging ,ROC Curve ,030220 oncology & carcinogenesis ,Area Under Curve ,Female ,business ,Nuclear medicine ,Diffusion MRI - Abstract
Purpose To investigate mono-exponential, bi-exponential, and stretched-exponential models of diffusion-weighted imaging (DWI) for evaluation of prognosis-related risk factors of endometrial cancer (EC). Method Sixty-one consecutive patients with EC who preoperatively underwent pelvic MRI with multiple b value DWI between September 2016 and May 2018 were enrolled. The apparent-diffusion-coefficient (ADC), bi-exponential model parameters (D, D* and f) and stretched-exponential model parameters (DDC and α) were measured and compared to analyze the following prognosis-related risk factors confirmed by pathology: histological grade, depth of myometrial invasion, cervical stromal infiltration (CSI) and lymphovascular invasion (LVSI). A stepwise multilvariate logistic regression and the receiver operating characteristic (ROC) curves were performed for further statistical analysis. Results Lower ADC, D, f, and DDC were observed in tumor with high grade compared with a low-grade group, and the largest area under curve (AUC) was obtained when combining f and DDC values. ADC, D, f, DDC, and α were significantly different in patients with deep myometrial invasion (DMI) compared to those without DMI; the combination of f, DDC and α showed the highest AUC. Significantly different ADC and f were found between patients’ presence and absence CSI; the f values showed the highest diagnostic performance with an AUC of 0.825. Regarding the LVSI, ADC, D*, f, and DDC were significantly lower in tumors with LVSI compared to those without LVSI; the combination of f and DDC showed the largest AUC. Conclusion Multiple mathematical DWI models are a useful approach for the prediction of prognosis-related risk factors in EC.
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- 2020
24. Correction to: Added-value of dynamic contrast-enhanced MRI on prediction of tumor recurrence in locally advanced cervical cancer treated with chemoradiotherapy
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Qi Zhang, Jinxia Guo, Han Ouyang, Shuang Chen, Xinming Zhao, and Xiaoduo Yu
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Radiology, Nuclear Medicine and imaging ,General Medicine - Published
- 2022
25. Multi-b-value diffusion weighted imaging for preoperative evaluation of risk stratification in early-stage endometrial cancer
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Han Ouyang, Xinming Zhao, Lizhi Xie, Meng Lin, Qi Zhang, Miaomiao Zhang, and Xiaoduo Yu
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Adenocarcinoma ,Risk Assessment ,Sensitivity and Specificity ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Endometrium ,0302 clinical medicine ,Statistical significance ,Preoperative Care ,medicine ,Effective diffusion coefficient ,Humans ,Radiology, Nuclear Medicine and imaging ,Neoplasm Invasiveness ,Prospective Studies ,Stage (cooking) ,Early Detection of Cancer ,Observer Variation ,business.industry ,Endometrial cancer ,Cancer ,Reproducibility of Results ,Regression analysis ,General Medicine ,Middle Aged ,medicine.disease ,Endometrial Neoplasms ,Diffusion Magnetic Resonance Imaging ,ROC Curve ,030220 oncology & carcinogenesis ,Area Under Curve ,Risk stratification ,Female ,Neoplasm Grading ,business ,Nuclear medicine ,Diffusion MRI - Abstract
Purpose To investigate the application of multi-b-value DWI parameters for the assessment of risk stratification in early-stage endometrial cancer (EC). Material and methods Fifty-three patients with early-stage EC who preoperatively underwent multi-b-value DWI with 13 b values (from 0 to 2000s/mm²) were included in this study. Multi-b-value DWI derived parameters, including apparent diffusion coefficient (ADC), true diffusivity (D), perfusion-related diffusivity (D*) and perfusion fraction (f) were measured independently by two radiologists. In addition, binary logical regression model was used to calculate predicative probability of combined parameters indicating statistical significance in differentiating risk stratification of early-stage endometrial cancer. Receiver operating characteristic analysis was performed for all single and combined parameters. Results The ADC and D values were significantly lower in intermedium-risk compared with low-risk (P = 0.000 and 0.011), as well as high-risk compared with low-risk of early-stage EC (P = 0.001 and 0.013), while f values only showed significant differences between low-risk and intermedium-risk groups (P = 0.011). Among the single parameters, the ADC values had the highest area under the ROC curve (AUC) in the identification of the low-risk of early-stage EC (AUC=0.892). Moreover, the combination of ADC and f value had the best diagnostic performance with the AUC of 0.912, the sensitivity of 81.1% and the specificity of 87.5%. Conclusion The multi-b-value DWI parameters provide valuable imaging biomarkers for the assessment of risk stratification in early-stage endometrial cancer. This approach might facilitate the selection of the optimal therapeutic approach and lead to the greater personalization of cancer care.
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- 2018
26. Differentiation of endometrial adenocarcinoma from adenocarcinoma of cervix using kinetic parameters derived from DCE-MRI
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Xiaoduo Yu, Han Ouyang, Meng Lin, Lizhi Xie, Yuqing Shang, Qi Zhang, and Yan Song
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Adult ,Biopsy ,Population ,Contrast Media ,Uterine Cervical Neoplasms ,Cervix Uteri ,Adenocarcinoma ,Sensitivity and Specificity ,Diagnosis, Differential ,Endometrium ,medicine ,Humans ,Endometrioid adenocarcinoma ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,education ,Cervix ,Aged ,Observer Variation ,education.field_of_study ,Receiver operating characteristic ,medicine.diagnostic_test ,business.industry ,Statistical parameter ,Magnetic resonance imaging ,General Medicine ,Middle Aged ,Image Enhancement ,medicine.disease ,Magnetic Resonance Imaging ,Endometrial Neoplasms ,Kinetics ,medicine.anatomical_structure ,ROC Curve ,Female ,Nuclear medicine ,business ,Algorithms - Abstract
Purpose This prospective study aimed to investigate the value of kinetic parameters derived from dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) in differentiating uterine endometrioid adenocarcinoma (EAC) from adenocarcinoma of cervix (AdC). Methods Seventy-five newly diagnosed patients with distinctive pathology underwent DCE-MRI. Observers independently calculated the tumor diameters and DCE-MRI parameters using both population and individual-based arterial input function (AIF). Inter-observer consistency was evaluated, and a comparative analysis between EAC (n = 47) and AdC (n = 28) was performed. Regression analysis was used to select parameters that best distinguished EAC from AdC, and to generate predictive models. Receiver operating characteristic curve (ROC) was applied to calculate the diagnostic efficiency of single parameter and the predictive models. Results Inter-observer consistency was excellent (intra-class correlation [ICC] = 0.902−0.981), especially when calculated via population AIF with relatively higher ICC and smaller SD on Bland-Altman plot. Tumor diameters were not correlated with tumor types. All the DCE-MRI parameters were lower in EAC compared to AdC, except Kep by population AIF and TTP by both sets of AIFs. The statistical parameters were Ve, Maxslop, and Maxconc by population AIF, and Maxslop and Ktrans by individual AIF included in the predictive models, respectively. The two predictive models with combined parameters showed improved diagnostic efficiency in differentiating these two diseases compared with a single parameter. Conclusion DCE-MRI can quantitatively evaluate the perfusion difference between EAC and AdC, thus improving the identification of uterine adenocarcinoma with uncertain biopsy pathology.
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- 2020
27. Splenomegaly during oxaliplatin-based chemotherapy in colon cancer
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Aiping Zhou, Lingshan Liu, Chun-Xia Du, Xiaoduo Yu, Guanghua Huang, Ruoyu Ji, and Mengyin Chen
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Cancer Research ,medicine.medical_specialty ,Chemotherapy ,Colorectal cancer ,business.industry ,medicine.medical_treatment ,medicine.disease ,Gastroenterology ,Oxaliplatin ,Oncology ,Internal medicine ,medicine ,In patient ,business ,medicine.drug - Abstract
88 Background: Splenic enlargement has been reported in patients treated with oxaliplatin. However, the characteristics of oxaliplatin-induced splenomegaly were not well studied. Here we evaluated the change of splenic volume and its clinical significance in patients treated by oxaliplatin-based regimen. Methods: Patients with stage II-IV primary colon cancer treated with oxaliplatin and capecitabine in China National Cancer Center from January 2016 to December 2017 were screened for this retrospective study. Those with complete laboratory tests and computed tomographic data before, during and up to 1.5 years after the chemotherapy were selected. The splenic size was measured by AWVolumeshare5. Splenomegaly was defined as an over 30% increase of splenic size from baseline. Recovery of splenomegaly was defined as the splenic size fell back to a 0.9 to1.1-fold range of baseline. Results: Out of a total of 144 patients, 102 (70.8%) had over 30% increase, 72 (50.0%) had over 50% increase, and 22 (15.3%) had over 100% increase in splenic size after oxaliplatin-based regimen. Among the 102 splenomegaly patients, 5 (4.9%) develop splenomegaly within 3 chemotherapy cycles, 53 (53.0%) within 6 cycles, 73 (71.6%) within 9 cycles, and 102 (100.0%) within 3 months after the last administration of oxaliplatin. Compared to the group without splenomegaly, patients with splenomegaly received more cycles of oxaliplatin administrations (median 8 vs 6, p < 0.001) and greater dose intensity (total dose per square meter) (median 822.8mg/m2 vs 629.3mg/m2, p < 0.001). Patients with splenomegaly had higher incidence of thrombocytopenia (61.7% vs 38.1%, p = 0.009) and are more likely to undergo oxaliplatin dose reduction due to thrombocytopenia (21.6% vs 7.1%, p = 0.038). The recovery rates of splenic size within 0.5, 1 and 1.5 years after the end of oxaliplatin treatment were 23.2%, 50.6% and 74.3%, respectively. Conclusions: Splenomegaly are common in patients treated with oxaliplatin-based chemotherapy, and most would recover in 1.5 years after completion of therapy. Patients with splenomegaly are prone to experience thrombocytopenia and oxaliplatin dose reduction. Further studies are needed to reveal the mechanism how oxaliplatin induce splenomegaly.
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- 2020
28. Investigating the correlation of arterial spin labeling and dynamic contrast enhanced perfusion in primary tumor of nasopharyngeal carcinoma
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Meng Lin, Lizhi Xie, Bing Wu, Dehong Luo, Han Ouyang, Xiaoduo Yu, and Chunwu Zhou
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Adult ,Male ,Gadolinium ,Nasopharyngeal neoplasm ,chemistry.chemical_element ,Contrast Media ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Aged ,Reproducibility ,Nasopharyngeal Carcinoma ,medicine.diagnostic_test ,business.industry ,Reproducibility of Results ,Magnetic resonance imaging ,Nasopharyngeal Neoplasms ,General Medicine ,Blood flow ,Arteries ,Middle Aged ,medicine.disease ,Primary tumor ,Magnetic Resonance Imaging ,chemistry ,Nasopharyngeal carcinoma ,030220 oncology & carcinogenesis ,Female ,Spin Labels ,business ,Nuclear medicine ,Perfusion ,Blood Flow Velocity ,Magnetic Resonance Angiography - Abstract
Purpose This prospective study aimed to investigate the correlation between two perfusion methods: arterial spin labeling (ASL) and dynamic contrast enhanced (DCE) technique in patients with nasopharyngeal carcinoma (NPC) and to optimize ASL protocol. Materials and methods Forty-five newly diagnosed NPC patients underwent MR examinations with both 3D pseudo-continuous ASL (pCASL) and DCE-MRI sequences. Tumor blood flow (TBF) derived in pCASL with three post-labeling delay (PLD) times (i.e. 1.0 s, 1.5 s, and 2.0 s) and DCE derived parameters including MaxSlop, contrast enhancement ratio (CER), Initial area under the gadolinium curve (IAUGC), Ktrans, Kep and Ve were measured by two independent observers, and their correlation coefficients were investigated using Spearman test. Results Inter-observer reproducibility (ICC = 0.931–0.998) was observed to be excellent. Positive correlations between mean, maximum and minimum value of TBFs with different PLDs and DCE-MRI parameters (except Ve) were respectively observed (r = 0.308–0.688, P = 0.000–0.040). Conclusion pCASL may be an alternative method for DCE-MRI in assessing the perfusion level in NPC in the future.
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- 2018
29. Leptomeningeal metastasis from solid tumors: a single center experience in Chinese patients
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Ruoxi Hong, Yuankai Shi, Xiaoduo Yu, Chunxia Du, and Jinwan Wang
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Adult ,Male ,Oncology ,Cancer Research ,medicine.medical_specialty ,medicine.medical_treatment ,Breast Neoplasms ,Single Center ,Breast cancer ,Asian People ,Internal medicine ,Meningeal Neoplasms ,medicine ,Humans ,Survival rate ,Aged ,Neoplasm Staging ,Retrospective Studies ,business.industry ,Retrospective cohort study ,Chemoradiotherapy ,Middle Aged ,Prognosis ,medicine.disease ,respiratory tract diseases ,Survival Rate ,Radiation therapy ,Clinical trial ,Neurology ,Female ,Neurology (clinical) ,business ,Complication ,Follow-Up Studies - Abstract
Leptomeningeal metastasis (LM) is a devastating complication of solid tumors. A retrospective study was carried out to evaluate the outcome and prognostic factors of LM. Patients with LM were identified through MRI from January 2008 to August 2011. 46 patients were included. 32 had NSCLC, five had breast cancer and nine had other cancers. Treatment included radiotherapy in 49 %, intrathecal chemotherapy in 12 %, and systemic chemotherapy in 61 % of the patients. The median survival was 4.4 (range, 0-45) months. KPS score, radiotherapy and systemic treatment were significantly associated with survival. Eighteen (58 %) of NSCLC patients received EGFR-TKI therapy, with a median survival of 13 months. EGFR-TKI therapy was identified as an independent prognostic factor for survival in the NSCLC subgroup. The prognosis remains poor in patients with LM from solid tumors. KPS ≥ 70, systemic treatment and radiotherapy represent positive prognostic factors. EGFR-TKI therapy improves outcomes of LM in selected NSCLC patients.
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- 2013
30. Contribution of mono-exponential, bi-exponential and stretched exponential model-based diffusion-weighted MR imaging in the diagnosis and differentiation of uterine cervical carcinoma
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Bing Wu, Dandan Zheng, Han Ouyang, Meng Lin, Chunwu Zhou, Xiaoduo Yu, and Yan Chen
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Adult ,medicine.medical_specialty ,Uterine Cervical Neoplasms ,Adenocarcinoma ,Models, Biological ,Sensitivity and Specificity ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma ,Medicine ,Effective diffusion coefficient ,Humans ,Radiology, Nuclear Medicine and imaging ,Aged ,Observer Variation ,Molecular diffusion ,business.industry ,Ultrasound ,General Medicine ,Middle Aged ,medicine.disease ,Exponential function ,Cell Transformation, Neoplastic ,Diffusion Magnetic Resonance Imaging ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,Feasibility Studies ,Female ,Radiology ,business ,Perfusion ,Diffusion MRI - Abstract
To investigate the potential of various metrics derived from mono-exponential model (MEM), bi-exponential model (BEM) and stretched exponential model (SEM)-based diffusion-weighted imaging (DWI) in diagnosing and differentiating the pathological subtypes and grades of uterine cervical carcinoma. 71 newly diagnosed patients with cervical carcinoma (50 cases of squamous cell carcinoma [SCC] and 21 cases of adenocarcinoma [AC]) and 32 healthy volunteers received DWI with multiple b values. The apparent diffusion coefficient (ADC), pure molecular diffusion (D), pseudo-diffusion coefficient (D*), perfusion fraction (f), water molecular diffusion heterogeneity index (alpha), and distributed diffusion coefficient (DDC) were calculated and compared between tumour and normal cervix, among different pathological subtypes and grades. All of the parameters were significantly lower in cervical carcinoma than normal cervical stroma except alpha. SCC showed lower ADC, D, f and DDC values and higher D* value than AC; D and DDC values of SCC and ADC and D values of AC were lower in the poorly differentiated group than those in the well–moderately differentiated group. Compared with MEM, diffusion parameters from BEM and SEM may offer additional information in cervical carcinoma diagnosis, predicting pathological tumour subtypes and grades, while f and D showed promising significance. • DWI-derived parameters by different models are related but provide diversified information. • Commonly used ADC by MEM of DWI overestimates the tissue water diffusivity. • DWI processed by BEM could separate blood perfusion from true diffusion effects. • The derived diffusion-related and perfusion-related parameters by BEM are superior to ADC.
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- 2016
31. [Digital and three-demention print technique in reconstruction for complex defect after resection of jaw neoplasms]
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Jie, Liu, Bin, Zhang, Dangui, Yan, Xiaoduo, Yu, Meng, Lin, Zhengjiang, Li, Yulin, Yin, and Zhengang, Xu
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Bone Transplantation ,Fibula ,Printing, Three-Dimensional ,Maxilla ,Computer-Aided Design ,Humans ,Mandible ,Plastic Surgery Procedures ,Jaw Neoplasms ,Surgical Flaps - Abstract
To evaluate the application of digital and three-demention (3D) print technique in reconstruction of complex jaw defect after removal of maxillofacial cancer.From May 2013 to January 2015, 10 cases were enrolled in the study, 3 were maxillary defects and 7 were mandibular defects. The process included preoperative computer aided design, template and model manufacture with 3D Printer, intraoperative ablation and shaping of fibula based on template, flap suture and vessel anastomosis.All the cases were successfully operated according to preoperative computer aided design, and all the fibulas and skin islands survived. All the cases had regular diet 2 weeks after surgery and showed satisfying appearance.Digital and 3D print technique has good practicability in reconstruction of complex jaw defect with free fibula.
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- 2015
32. Consistency of T2WI-FS/ASL fusion images in delineating the volume of nasopharyngeal carcinoma
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Chunwu Zhou, Meng Lin, Dehong Luo, Xiaoduo Yu, and Han Ouyang
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Adult ,Male ,Speech recognition ,Nasopharyngeal neoplasm ,Article ,Consistency (statistics) ,medicine ,Humans ,Mathematics ,Aged ,Fusion ,Multidisciplinary ,Nasopharyngeal Carcinoma ,medicine.diagnostic_test ,business.industry ,Carcinoma ,Magnetic resonance imaging ,Nasopharyngeal Neoplasms ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Radiographic Image Enhancement ,Nasopharyngeal carcinoma ,Arterial spin labeling ,Female ,Nuclear medicine ,business - Abstract
Tumor extent assessment of nasopharyngeal carcinoma (NPC) is critical for delineating the radiotherapeutic target region. We aimed to investigate the use of the fusion images of fat suppressed T2WI (T2WI-FS) with arterial spin labeling (ASL) in measuring the volume of NPC. Two observers measured the volume of 21 untreated NPC using T2WI-FS, T2WI-FS/ASL (with PLD = 1.0, 1.5 and 2.0 s) fusion images and enhanced T1WI separately. Correlation and consistency were used to compare 1) measurements using T2WI-FS/ASL and T2WI-FS alone, taking enhanced T1WI images as a benchmark; 2) measurements between observers. Significant correlations existed between different series (r: 0.896~0.973). Measurements from the two observers using T2WI-FS/ASL had relatively higher intra-class correlation (ICC) (0.980~0.997) and lower within-subject coefficients of variation (wsCV) (14.76%~22.96%) when compared to using T2WI-FS alone (ICC: 0.978, 0.951, wsCV: 21.61%, 24.21%), while the T2WI-FS/ASL 1.0 s exhibited the best performance. Remarkably high ICC value (0.981~0.996) and relatively low wsCV (9.95%~17.91%) were obtained for the two observers using same series. Compared to those obtained using T2WI-FS alone, measurements made using T2WI-FS/ASL were more consistent with those made using enhanced T1WI. The T2WI-FS/ASL fusion images has the potential to be an alternative to enhanced T1WI, when contrast administration can not be performed.
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- 2015
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33. Comparison of contrast-enhanced isotropic 3D-GRE-T1WI sequence versus conventional non-isotropic sequence on preoperative staging of cervical cancer
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Meng Lin, Yan Chen, Chunwu Zhou, Zihua Su, Feng Ye, Han Ouyang, and Xiaoduo Yu
- Subjects
Adult ,medicine.medical_specialty ,Image quality ,lcsh:Medicine ,Contrast Media ,Uterine Cervical Neoplasms ,Sensitivity and Specificity ,McNemar's test ,Imaging, Three-Dimensional ,Preoperative Care ,medicine ,Humans ,lcsh:Science ,Aged ,Neoplasm Staging ,Retrospective Studies ,Cervical cancer ,Multidisciplinary ,medicine.diagnostic_test ,business.industry ,lcsh:R ,Isotropy ,Reproducibility of Results ,Magnetic resonance imaging ,Middle Aged ,medicine.disease ,Image Enhancement ,Magnetic Resonance Imaging ,Cervical cancer staging ,Sagittal plane ,medicine.anatomical_structure ,Coronal plane ,lcsh:Q ,Female ,Radiology ,business ,Research Article - Abstract
Purpose To compare contrast-enhanced isotropic 3D-GRE-T1WI sequence vs. conventional non-isotropic sequence in terms of image quality, estimated signal-to-noise ratio (eSNR), relative tumor contrast and performance of cervical cancer staging. Methods This retrospective study was approved by the institutional review board, and informed consent was waived. Seventy-one patients (47 ± 9.4 years), with pathologically-confirmed cervical cancer underwent axial contrast-enhanced 1mm3 isotropic 3D-GRE-T1WI sequence (herein referred to Isotropy), and 3-mm-thick non-isotropic sagittal and coronal sequences. Image quality score, eSNR and relative contrast between tumor to myometrium, gluteal muscle, and fat respectively, were compared between 3-mm-thick reconstructed images from Isotropy and directly scanned non-isotropic images by paired t-test. Difference in tumor staging obtained from Isotropy and combined Three-planes including reconstructed axial images, directly scanned sagittal and coronal sequence were compared by McNemar test. Results Both sequences showed similar image quality. Reconstructed images demonstrated higher eSNR, equal or lower relative tumor contrast compared with non-isotropic images. Compared with performing diagnosis on Three-planes, both reviewers showed higher accuracy when diagnosing vaginal invasion on Isotropy (p = 0.039 and 0.003, respectively). Conclusion Compared with non-isotropic sequence, 3.0T MR isotropic 3D-GRE-T1WI sequence exhibited better eSNR, providing more reliable clinical information for preoperative staging of cervical cancer.
- Published
- 2014
34. Scalp metastasis from gastric cancer: A case report and literature review
- Author
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Yuehua Liu, Honggang Zhang, Xiaoduo Yu, Chunxia Du, Jinwan Wang, and Ruoxi Hong
- Subjects
Cancer Research ,Pathology ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,gastric cancer ,Cancer ,Physical examination ,Magnetic resonance imaging ,Articles ,medicine.disease ,Rash ,Metastasis ,Lesion ,medicine.anatomical_structure ,Oncology ,Scalp ,Biopsy ,medicine ,Radiology ,medicine.symptom ,scalp metastasis ,business - Abstract
The current report presents an extremely rare case of a 41-year-old female with advanced gastric cancer who developed scalp metastasis during the period of systemic chemotherapy. The patient did not exhibit any rash or plaque at the initial physical examination. Following the 11th cycle of chemotherapy, the patient complained of pain on the scalp and a pink lesion was identified in the parietal region on physical examination, which increased in size and became darker and ulcerated. Pathological biopsy of the lesion and cranial magnetic resonance imaging confirmed the diagnosis of scalp metastasis. The patient succumbed to the disease one month later. The English literature was searched in the PubMed database and four cases of gastric cancer metastatic to the scalp were found. The present report discusses the common clinical presentations of these four cases in combination with the current case.
- Published
- 2013
35. Application of ADC measurement in characterization of renal cell carcinomas with different pathological types and grades by 3.0T diffusion-weighted MRI
- Author
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Xiaoduo Yu, Hongtu Zhang, Chun-wu Zhou, Meng Lin, and Han Ouyang
- Subjects
Adult ,Male ,Pathology ,medicine.medical_specialty ,Renal parenchyma ,Cell ,urologic and male genital diseases ,Sensitivity and Specificity ,Pattern Recognition, Automated ,Renal cell carcinoma ,Image Interpretation, Computer-Assisted ,medicine ,Effective diffusion coefficient ,Humans ,Radiology, Nuclear Medicine and imaging ,Pathological ,Carcinoma, Renal Cell ,Aged ,Aged, 80 and over ,business.industry ,Reproducibility of Results ,General Medicine ,Middle Aged ,medicine.disease ,Image Enhancement ,Kidney Neoplasms ,medicine.anatomical_structure ,Diffusion Magnetic Resonance Imaging ,Female ,business ,Nuclear medicine ,Algorithms ,Diffusion MRI - Abstract
To test the feasibility of apparent diffusion coefficient (ADC) value obtained with 3.0 T diffusion-weighted imaging (DWI) in the characterization of renal cell carcinomas (RCC) with different pathological subtypes and grades.A total of 137 patients who were diagnosed with RCC and underwent DWI were included in this study. The diagnosis was confirmed by pathological examination of surgical specimens. Images of DWI were obtained with b values of 0 and 800 s/mm2. The ADC values in the solid area of tumors and in the corresponding regions of contralateral normal renal parenchyma were measured and analyzed statistically.The mean ADC value was significantly lower in RCC (1.381±0.444×10(-3) mm2/s) than in normal renal parenchyma (2.232±0.221×10(-3) mm2/s) (P0.001). The ADC value was also statistically different between clear cell RCC (CCRCC) and non-CCRCC, and between different grades of CCRCC except grade I vs II and grade III vs IV.ADC measurement on 3.0 T DWI provides useful information in diagnostic work-up of RCC in terms of differentiation of RCC and normal renal parenchyma, and characterization of RCC with different pathological subtypes and grades.
- Published
- 2012
36. Scalp metastasis from gastric cancer: A case report and literature review.
- Author
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CHUNXIA DU, RUOXI HONG, YUEHUA LIU, JINWAN WANG, HONGGANG ZHANG, and XIAODUO YU
- Subjects
GASTROINTESTINAL cancer ,METASTASIS ,CANCER chemotherapy ,BIOPSY ,SCALP - Abstract
The current report presents an extremely rare case of a 41-year-old female with advanced gastric cancer who developed scalp metastasis during the period of systemic chemotherapy. The patient did not exhibit any rash or plaque at the initial physical examination. Following the 11th cycle of chemotherapy, the patient complained of pain on the scalp and a pink lesion was identified in the parietal region on physical examination, which increased in size and became darker and ulcerated. Pathological biopsy of the lesion and cranial magnetic resonance imaging confirmed the diagnosis of scalp metastasis. The patient succumbed to the disease one month later. The English literature was searched in the PubMed database and four cases of gastric cancer metastatic to the scalp were found. The present report discusses the common clinical presentations of these four cases in combination with the current case. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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