1.Intratumoral and peritumoral radiomics based on diffusion weighted imaging for predicting histological grade of breast cancer
Yaxin GUO ; Yunxia WANG ; Yiyan SHANG ; Huanhuan WEI ; Menglu HAI ; Xiaodong LI ; Meiyun WANG ; Hongna TAN
Chinese Journal of Interventional Imaging and Therapy 2024;21(3):160-165
Objective To observe the value of intratumoral and peritumoral radiomics based on diffusion weighted imaging(DWI)for predicting histological grade of breast cancer.Methods Preoperative DWI data of 700 patients with single breast cancer diagnosed by pathology were retrospectively analyzed.The patients were divided into training set(n= 560,including 381 of grade Ⅰ+Ⅱ and 179 of grade Ⅲ)and test set(n=140,including 95 of grade Ⅰ+Ⅱ and 45 of grade Ⅲ)at the ratio of 8∶2.Intratumoral ROI(ROIintra)was manually delineated on DWI,which was automatically expanded by 3 mm and 5 mm to decline peritumoral ROI(ROIperi,including ROI3 mm and ROI5 mm),then intratumoral-peritumoral ROI(ROIintra+3 mm,ROIintra+5 mm)were obtained.The optimal radiomics features were extracted and screened,and the radiomics model(RM)for predicting the histological grade of breast cancer were constructed.Receiver operating characteristic curves were drawn,and the areas under the curve(AUC)were calculated to evaluate the predictive efficacy of each model.Calibration curve method was used to evaluate the calibration degree,while decision curve analysis(DCA)was performed to explore the clinical practicability of each model.Results AUC of RMintra,RM+3 mm,RM+5mm,RMintra+3 mm and RMintra+5 mm was 0.750,0.724,0.749,0.833 and 0.807 in training set,while was 0.723,0.718,0.736,0.759 and 0.782 in test set,respectively.In training set,significant differences of AUC was found(all P<0.01),while in test set,no significant difference of AUC was found among models(all P>0.05).The calibrations of models were all high.DCA showed that taken 0.02-0.88 as the threshold,the clinical net benefit of RMintra+per were greater in training set,while taken 0.40-0.72 as the threshold,the clinical net benefit of RMintra+per was greater in test set.Conclusion Both DWI intratumoral and peritumoral radiomics could effectively predict histological grade of breast cancer.Combination of intratumoral and peritumoral radiomics was more effective.
2.Simultaneous determination of primary volatile components in Tibetan medicine Bawei Chenxiang powders by GC
Meiyun SU ; Pei WANG ; Yanping LIU ; Hebing XIE ; Danzeng BAIMA
Chinese Journal of Pharmacoepidemiology 2024;33(11):1247-1253
Objective To establish a GC method for simultaneous determination of volatile index components of octyl acetate,benzylacetone,myristicin and dehydrocostus lactone in Tibetan medicine Bawei Chenxiang powders.Methods A GC method was used with octyl acetate,benzylacetone,myristicin and dehydrocostus lactone as indicator components,SH-WAX capillary column(30 m×0.25 mm,0.25 μm)and temperature programming were used,the carrier gas was nitrogen,the inlet temperature was 220 ℃,the detector temperature was 240 ℃,with split injection volume of 1 μL.Results The concentrations of octyl acetate,benzylacetone,myristicin and dehydrocostus lactone showed a good linear relationship with peak area(r>0.999 5)in the range of 12.44-124.43 μg·mL-1,2.90-29.01 μg·mL-1,15.95-159.45 μg·mL-1,15.62-156.15 μg·mL-1,respectively;the average recovery rates were 100.40%(RSD=1.55%),97.80%(RSD=1.41%),99.50%(RSD=0.77%)and 99.50%(RSD=0.85%)(n=6).Conclusion The method has good specificity,precision,repeatability and accuracy,and can be used for the determination of volatile index components in Bawei Chenxiang powders.
3.Evaluation of the efficacy and safety of Xiao′er Huangjin Zhike Granules in the treatment of acute bronchitis-caused cough (syndrome of phlegm-heat obstructing the lung) in children
Jun LIU ; Mengqing WANG ; Xiuhong JIN ; Yongxue CHI ; Chunying MA ; Xiaohui LIU ; Yiqun TENG ; Meiyun XIN ; Fei SUN ; Ming LIU ; Ling LU ; Xinping PENG ; Yongxia GUO ; Rong YU ; Quanjing CHEN ; Bin WANG ; Tong SHEN ; Lan LI ; Pingping LIU ; Xiong LI ; Ming LI ; Guilan WANG ; Baoping XU
Chinese Journal of Applied Clinical Pediatrics 2024;39(10):774-779
Objective:To evaluate the efficacy and safety of Xiao′er Huangjin Zhike Granules in the treatment of cough caused by acute bronchitis in children, which is defined in TCM terms as a syndrome of phlegm-heat obstructing the lung.Methods:This was a block-randomized, double-blind, placebo-controlled, multicenter clinical trial.From January 2022 to September 2023, 359 children aged 3 to 7 years old diagnosed as acute bronchitis (lung-obstructing phlegm-heat syndrome) were enrolled from 21 participating hospitals and randomly assigned to the experimental group and placebo group in a 3︰1 ratio, and respectively treated with Xiao′er Huangjin Zhike Granules and its matching placebo.Cough resolution/general resolution rate after 7 days of treatment was used as the primary efficacy outcome for both groups.Results:(1)On the seventh day of treatment, the rate of cough disappearance/basically disappearance in the experimental group and placebo group were 73.95% and 57.61% retrospectively, which had statistically significance ( P=0.001).(2)After 7 days of treatment, the median duration of cough disappearance/basic disappearance were 5 days and 6 days in the two groups , with a statistically significant difference ( P=0.006).The area under the curve of cough symptom severity time was 7.20 ± 3.79 in the experimental group and 8.20±4.42 in the placebo group.The difference between the two groups was statistically significant ( P=0.039).(3) After 7 days of treatment, the difference between TCM syndrome score and baseline was -16.0 (-20.0, -15.0) points in the experimental group and -15.0 (-18.0, -12.0) points in the placebo group, with significant difference between the two groups ( P=0.004).In the experimental group, the clinical control rate, the markedly effective rate, the effective rate and the ineffective rate were 49.04%, 28.35%, 16.48% and 6.13% severally; and in the placebo group, the clinical control rate, the markedly effective rate, the effective rate and the ineffective rate were 38.04%, 26.09%, 29.35%, and 6.52% separately, which had statistically significant ( P=0.014).(4) There was no significant difference in the incidence of adverse events or adverse reactions during the trial between both groups.Moreover, while adverse reactions in the form of vomiting and diarrhea were occasionally reported, no serious drug-related adverse event or adverse reaction was reported.(5)The tested drug provided good treatment compliance, showing no statistically significant difference from the placebo in terms of compliance rate. Conclusions:Based on the above findings, it can be concluded that Xiao′er Huangjin Zhike Granules provides good safety, efficacy, and treatment compliance in the treatment of cough caused by acute bronchitis, and lung-obstructing phlegm-heat syndrome, in children.
4.Prognostic Value of Extranodal NK/T-Cell Lymphoma Based on 18F-FDG PET/CT Radiomics Features Combined with Clinical Factors
Yu LUO ; Wei WEI ; Xuan YU ; Yan BAI ; Meiyun WANG
Chinese Journal of Medical Imaging 2024;32(8):780-786
Purpose To investigate the predictive value of 18F-FDG PET/CT radiomics model for event-free survival(EFS)in extranodal natural killer/T-cell lymphoma(ENKTL).Materials and Methods A total of 90 patients with ENKTL who underwent 18F-FDG PET/CT examination before treatment in Henan Provincial People′s Hospital from January 2013 to January 2021 were retrospectively collected and randomly divided into training(63 cases)and validation groups(27 cases).Features were extracted from baseline PET and CT images.The least absolute shrinkage and selection operator algorithm combined with Cox survival analysis were used to select features and construct clinical model,radiomics model and clinical+radiomics composite model,the median risk score of the model was used as the cut-off value to divide the patients into high-risk group and low-risk group.C-index and receiver operating characteristic curve analysis were used to evaluate the predictive performance of the three models.The nomogram was constructed based on the optimal model and calibration curves were used to describe the consistency between the survival probability and the actual probability of the optimal model for predicting ENKTL patients,Kaplan-Meier analysis and log-rank test were used to evaluate the prognostic value of the optimal model.Results The composite model showed higher prognostic performance in the training(C-index 0.791,95%CI 0.702-0.879,area under the curve,AUC=0.882)and validation groups(C-index 0.770,95%CI 0.650-0.889,AUC=0.720)than that of the clinical and radiomics models alone.The calibration curves showed good consistency between the composite model in predicting the third year probability of EFS and the actual outcome,and the survival curves showed that the EFS of the high-risk group were significantly lower than that of the low-risk group.Conclusion Composite model based on radiomics and clinical parameters can provide more comprehensive prognostic information and improve diagnostic accuracy.The nomogram provides a non-invasive diagnostic tool for risk stratification of patients with ENKTL and facilitates individualized treatment.
5.Clinical analysis of brain death determination in organ donors under veno-arterial extracorporeal membrane oxygenation assisted circulatory support
Songying SHEN ; Meiyun JIA ; Hong WANG ; Yunfeng ZHAO ; Huijun DONG ; He ZHAO ; Wei QIN ; Xingsong QIN ; Meng ZHAO ; Yajie LIU ; Hongyu WANG
Chinese Journal of Neuromedicine 2024;23(4):392-396
Objective:To summarize the experience of brain death determination under veno-arterial extracorporeal membrane oxygenation (VA-ECMO) assisted circulatory support, especially apnea test (AT) precautions, and to provide references for brain death determination in this scenario.Methods:In 78 patients who had VA-ECMO at Organ Transplant Center, Zhengzhou People's Hospital from October 2019 to December 2023, 8 organ donors had brain death determination under VA-ECMO assisted circulatory support. Baseline data, clinical data, and VA-ECMO data during AT trial were collected from these 8 patients to summarize the process of brain death determination.Results:Six of the 8 donors met the criteria of brain death; 10 EEG, 12 evoked potentials and 15 ATs were performed. Complications in ATs, including hypotension, decreased oxygenation and arrhythmia, were alleviated after timely improved VA-ECMO flow and applied cardiotonic and pressor drugs.Conclusion:AT is key for successful brain death determination in organ donors under VA-ECMO assisted circulatory support; therefore, complications should be closely monitored and managed.
6.Prognostic Value of 18 F-FDG PET/CT Radiomics in Extranodal Nasal-Type NK/T Cell Lymphoma
Yu LUO ; Zhun HUANG ; Zihan GAO ; Bingbing WANG ; Yanwei ZHANG ; Yan BAI ; Qingxia WU ; Meiyun WANG
Korean Journal of Radiology 2024;25(2):189-198
Objective:
To investigate the prognostic utility of radiomics features extracted from 18 F-fluorodeoxyglucose (FDG) PET/CT combined with clinical factors and metabolic parameters in predicting progression-free survival (PFS) and overall survival (OS) in individuals diagnosed with extranodal nasal-type NK/T cell lymphoma (ENKTCL).
Materials and Methods:
A total of 126 adults with ENKTCL who underwent 18 F-FDG PET/CT examination before treatment were retrospectively included and randomly divided into training (n = 88) and validation cohorts (n = 38) at a ratio of 7:3.Least absolute shrinkage and selection operation Cox regression analysis was used to select the best radiomics features and calculate each patient’s radiomics scores (RadPFS and RadOS). Kaplan–Meier curve and Log-rank test were used to compare survival between patient groups risk-stratified by the radiomics scores. Various models to predict PFS and OS were constructed, including clinical, metabolic, clinical + metabolic, and clinical + metabolic + radiomics models. The discriminative ability of each model was evaluated using Harrell’s C index. The performance of each model in predicting PFS and OS for 1-, 3-, and 5-years was evaluated using the time-dependent receiver operating characteristic (ROC) curve.
Results:
Kaplan–Meier curve analysis demonstrated that the radiomics scores effectively identified high- and low-risk patients (all P < 0.05). Multivariable Cox analysis showed that the Ann Arbor stage, maximum standardized uptake value (SUVmax), and RadPFS were independent risk factors associated with PFS. Further, β2-microglobulin, Eastern Cooperative Oncology Group performance status score, SUVmax, and RadOS were independent risk factors for OS. The clinical + metabolic + radiomics model exhibited the greatest discriminative ability for both PFS (Harrell’s C-index: 0.805 in the validation cohort) and OS (Harrell’s C-index: 0.833 in the validation cohort). The time-dependent ROC analysis indicated that the clinical + metabolic + radiomics model had the best predictive performance.
Conclusion
The PET/CT-based clinical + metabolic + radiomics model can enhance prognostication among patients with ENKTCL and may be a non-invasive and efficient risk stratification tool for clinical practice.
7.Clinical significance of next-generation sequencing-based IGH/IGK gene rearrangement analysis in the diagnosis of minimal residual disease of children with acute B-cell lymphoblastic leukemia
Huimin LI ; Meiyun KANG ; Yao XUE ; Yaping WANG ; Heng ZHANG ; Liucheng RONG ; Jie HUANG ; Yongjun FANG
Chinese Journal of Applied Clinical Pediatrics 2023;38(5):348-351
Objective:To assess the clinical significance of next-generation sequencing (NGS)-based IGH/ IGK gene rearrangement analysis versus flow cytometry (FCM) in diagnosing minimal residual disease (MRD) of children with acute B-cell lymphoblastic leukemia (B-ALL). Methods:Clinical data, NGS-MRD and FCM-MRD findings at the initial diagnosis and after induction chemotherapy of 85 children diagnosed as B-ALL in Children′s Hospital of Nanjing Medical University from July 2019 to July 2021, were retrospectively analyzed.The sensitivity of the two methods, and the positive rate were compared by χ2 test or Fisher′ s test.The correlation was identified by Spearman correlation analysis. Results:Dominant clone sequences were detected in all children at the initial diagnosis by NGS, while selection markers were identified by FCM in 75(88.2%) patients.Positive MRD rate detected by NGS-MRD was significantly higher than that of FCM-MRD at the same time point after induction chemotherapy[31.8%(27/85) vs.9.4%(8/85), P<0.001]. Compared with those of FCM-MRD, NGS-MRD had good sensitivity (100.0%), specificity (75.3%) and negative predictive value (100.0%), and the positive predictive value was 29.6%.MRD results detected by NGS were consistent with that of FCM ( r=0.569, P<0.001). By July 27, 2022, 2 patients with NGS-MRD (+ )FCM-MRD (-)relapsed during maintenance chemotherapy. Conclusions:NGS is highly consistent with FCM in the detection of MRD in children with B-ALL, which is more sensitive.The combination of NGS-MRD and FCM-MRD benefits more in monitoring MRD in children with B-ALL after induction chemotherapy.
8.Improved ability of demonstrating ocular masses on 3.0 T MR scanner combined with an 8-channel eye surface phased array coil: a multi-center study
Shijun WANG ; Hong JIANG ; Feifei WANG ; Meiyun WANG ; Guanghui BAI ; Qinghe HAN ; Bocheng WANG ; Jingliang CHENG ; Chuanliang CHEN ; Huaizhi GE ; Qinghai YUAN ; Xiaofeng TAO ; Junfang XIAN
Chinese Journal of Radiology 2023;57(1):41-47
Objective:To investigate the value of the 8-channel eye surface phased array coil in improving image quality and demonstrating ocular masses on 3.0 T MR scanner.Methods:From July 2018 to January 2020, the data of orbital MRI in 692 patients with ocular masses on 6 medical centers were prospectively collected. The patients were simple randomly assigned into 8-channel eye surface phased array coil group (413 patients) or 8-channel head phased array coil group (279 patients), with the same MRI sequences. The signal to noise ratio (SNR) and contrast to noise ratio (CNR) were calculated in orbital anatomy structures and masses (eyelid mass, intraocular mass, lacrimal mass and orbital mass). The image quality scores including motion artifact, mass margin, the relationship between the mass and adjacent structures, and overall image quality were recorded. The differences of image quality between the two groups were compared by two independent sample t-test or Wilcoxon rank test. Results:The SNR and CNR were higher in eye surface coil group than those in head coil group ( P<0.05). The scores of ocular movement artifacts were higher in head coil group than those in surface coil group ( P<0.05). The scores of intraocular mass margin, the relationship between the mass and adjacent structures, and overall image quality were higher in surface coil group than those in head coil group ( P<0.001). There were no significant differences in mass margin, the relationship between the mass and adjacent structures, and overall image quality scores of eyelid, lacrimal gland, and orbital mass between the two groups ( P>0.05). Conclusion:3.0 T MR scanner combined with the 8-channel eye surface phased array coil can improve the SNR and CNR of orbital MR images, the demonstration of the intraocular mass margin and the relationship between the mass and adjacent structures.
9.Application of low tube voltage and reduced contrast medium in CT pulmonary angiography
Li YAN ; Yixuan ZOU ; Jingyi WANG ; Fangfang FU ; Meiyun WANG
Chinese Journal of Radiological Medicine and Protection 2023;43(4):301-306
Objective:To explore the feasibility of 60 kV tube voltage combined with reduced contrast medium in CT pulmonary angiography (CTPA).Methods:Totally 60 outpatients and inpatients with a body mass index (BMI) of less than 25 kg/m 2 who had suspected pulmonary embolism and were arranged for CTPA examination were enrolled in this study. They were divided into a control group and an test group according to the random number table method. A protocol with a conventional dose was adopted in the control group. This scheme consisted of 100 kV tube voltage and injection of 50 ml of contrast medium at the rate of 4.5 ml/s. A scheme with a low dose was employed in the experimental group. Specifically, this scheme involved 60 kV tube voltage scheme and injection of 30 ml of contrast medium mixed with 20 ml of normal saline at a rate of 4.5 ml/s. The objective image quality was assessed by measuring the Hounsfield units (HU) of five regions of interest (ROIs), i. e., pulmonary trunk, right and left pulmonary arteries, and right and left lower lobar arteries, and the signal-to-noise ratio (SNR) and the contrast-to-noise ratio (CNR) were calculated. Moreover, the radiation doses were recorded. The subjective image quality was assessed by radiologists using a 5-point scale based on the overall image quality and the enhancement homogeneity of pulmonary arteries. The noise, SNR, CNR, and radiation dose of the two groups were compared using the Mann-Whitney U test, and the differences in the subjective image quality between the two groups were compared using the χ2 test. Results:All images met the requirements for clinical diagnosis. The two groups did not show significant differences in the overall subjective quality of CTPA images and enhancement scores ( P > 0.05), and in the average attenuation values of the pulmonary trunk and the left and right lower lobar arteries ( P > 0.05), but exhibited statistical differences in the average attenuation values of the left and right pulmonary arteries ( t = 2.75, 3.91, P < 0.05). There was no significant difference in the average background noise between the two groups ( P > 0.05). The test group had higher CNR of the left pulmonary artery and higher SNR and CNR of the right pulmonary artery than the control group, with statistically significant differences ( t = 0.04, 2.41, 3.08, P < 0.05). There was no significant difference in the SNR and CNR of other pulmonary artery branches between the two groups ( P > 0.05). The test group had an average effective dose of 1.24 mSv for CTPA, which was about one-third of that of the control group, with statistically significant differences ( t = 21.65, P < 0.05). Conclusions:The scheme of 60 kV tube voltage and reduced contrast medium for CTPA is feasible for patients with BMI < 25 kg/m 2. Using this scheme, the radiation and iodine dose can be reduced without affecting image quality.
10.The value of intratumoral and peritumoral radiomics features of multi-parameter MRI in evaluation of the status of human epithelial growth factor receptor 2 in breast cancer
Jing ZHOU ; Xuan YU ; Qingxia WU ; Yaping WU ; Yunxia WANG ; Menglu HAI ; Meiyun WANG ; Hongna TAN
Chinese Journal of Radiology 2023;57(12):1338-1345
Objective:To investigate the value of intratumoral and peritumoral radiomics features of multi-parameter MRI in evaluation of the status of human epithelial growth factor receptor 2 in breast cancer.Methods:The clinical, pathological and imaging data of 340 patients with pathologically confirmed breast cancer in Henan Provincial People′s Hospital from September 2019 to December 2020 were retrospectively collected. All patients were female, 48 (42, 55) years old. All patients underwent multi-parameter breast MRI before surgery, including dynamic contrast-enhanced T 1WI (DCE-T 1WI), fat-suppressed T 2WI (T 2WI) and diffusion-weighted imaging (DWI). The region of interest (ROI) for lesions were manually delineated and the segmented ROIs were zoomed in ring shape by 4 mm to acquire ROI intra and ROI prei, respectively. Then six sets of radiomics features were extracted from ROI intra and ROI prei of DCE-T 1WI, T 2WI and DWI. The cases were divided into a training set (272 cases) and a test set (68 cases) by stratified sampling at a ratio of 4∶1. The Mann-Whitney U test, Select K Best and minimum absolute contraction and selection operator were used for feature selection of the 6 sets of radiomics features. The feature subsets after reduction were used to construct independent and combined radiomics signatures with support vector machine algorithm to predict the HER2 status of breast cancer. Receiver operating characteristic curve was generated and area under curve (AUC) was calculated to compare the prediction performance of different models. Results:Of the 340 patients, 80 were HER2-positive and 260 were HER2-negative. Among the radiomics signatures based on single sequence, the DWI peri showed the best performance in predicting HER2 status of breast cancer, with an AUC of 0.678 for the test set. Among the combination of intratumoral and peritumoral radiomics signatures based on same sequence, the DWI intra+DWI peri had the highest prediction value, achieving an AUC of 0.774 for the testing set. Among the intratumoral or peritumoral radiomics signatures derived from two different sequences, the DCE-T 1WI intra+DWI intra and T 2WI peri+DWI peri showed the best predictive performance, yielding AUC of 0.766 and 0.769 in the testing set, respectively. Among the combination of intratumoral or peritumoral radiomics signatures derived from all 3 sequences or combinations of all features, the DCE-T 1WI intra+T 2WI intra+DWI intra+DCE-T 1WI peri+T 2WI peri+DWI peri obtained the highest prediction efficiency, with an AUC of 0.913 for the testing set. Conclusion:The radiomics features of intratumoral and peritumoral regions based on multi-parameter MRI have a certain value in non-invasive evaluation of HER2 status of breast cancer, which can help clinicians to provide scientific basis for decision-making of targeted therapy in patients with breast cancer.

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