1.The value of radiomics based on ADC and DCE-MRI in the differential diagnosis between non-puerperal mastitis and non-mass breast cancer
Zhuyuan HUANG ; Xin LIN ; Xingyu CHEN ; Rui YAN
Journal of Practical Radiology 2024;40(10):1636-1640
Objective To explore the differential diagnosis value between non-puerperal mastitis(NPM)and non-mass breast cancer by radiomics based on apparent diffusion coefficient(ADC)and dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI).Methods The clinical data,ADC and DCE-MRI imaging data of 27 patients with NPM and 66 patients with non-mass breast cancer confirmed by pathology were analyzed retrospectively.By using 3D Slicer software,the region of interest(ROI)of the lesion was delineated layer by layer,and then the PyRadiomics package was used to extract the radiomics features.The feature variables were screened out by using least absolute shrinkage and selection operator(LASSO)regression,and recursive feature elimination(RFE)methods.The classification model was constructed by using leave-one-out cross validation and logistic regression(LR).The differential diagnostic value was analyzed by using the receiver operating characteristic(ROC)curve.Results The sensitivity,specificity and area under the curve(AUC)of the combined ADC and DCE-MRI radiomics model were 0.985,0.815 and 0.979,respectively.The sensitivity,specificity,and AUC of the radiologist were 0.788,0.667,and 0.727,respectively.There was significant difference in AUC between the two groups(P<0.05).Conclusion The radiomic model combined ADC and DCE-MRI is expected to be a reliable auxiliary method to distinguish NPM from non-mass breast cancer,because of higher sensitivity and specificity than radiologist.
2.Effect of Qigui Ershen Granules on Serum FGF23 and Klotho Protein Levels in Carotid Atherosclerosis Patients
Xindong WANG ; Xiaoxia QI ; Qin YAN ; Juexiao GONG ; Yiyan ZHANG ; Dan HUANG ; Zhuyuan FANG
Journal of Guangzhou University of Traditional Chinese Medicine 2017;34(4):482-486
Objective To observe the effect of Qi-strengthening and blood-activating Chinese patent medicine Qigui Ershen Granules on the carotid intima-media thickness(IMT ) , atheromatous plaque scores, serum fibroblast growth factor 23 (FGF23) and Klotho protein levels, and oxidation- and inflammation-associated indicators in carotid atherosclerosis patients. Methods Fifty-two carotid atherosclerosis patients were randomized into Chinese medicine group and western medicine group, 26 cases in each group. Chinese medicine group was treated with Qigui Ershen Granules orally, and western medicine group was treated with Atorvastatin Calcium Tablets orally. The mediation for the two groups lasted for 24 continuous weeks. Carotid ultrasonography was performed before and after treatment for the examination of carotid IMT and plaque Crouse scores. Double antibody sandwich enzyme-linked immunosorbent assay(ELISA) was applied for the detection of serum Klotho, FGF23, interleukin 1(IL-1) and tumor necrosis factorα(TNF-α) levels, and radio-immuno-precitation method was used for the assay of serum reactive oxygen species (ROS), malondialdehyde (MDA) and superoxide dismutase (SOD) levels. The clinical efficacy of the two groups was evaluated by the scores of Qi deficiency syndrome and blood stasis syndrome before and after treatment. Results (1) In western medicine group, 5 cases dropped out and were excluded, and a total of 21 cases completed the trial; in Chinese medicine group, 3 cases dropped out and were excluded, and a total of 23 cases completed the trial.(2) After treatment for 24 continuous weeks, IMT and Crouse scores of the plaque in the two groups were obviously reduced(P < 0.01 compared with those before treatment) , but the differences of IMT and the scores between the two groups were insignificant after treatment(P > 0.05). (3) Serum Klotho protein level was increased while FGF23 was decreased in Chinese medicine group after treatment (P < 0.01 compared with those before treatment); no obvious changes of serum Klotho protein and FGF23 levels were found in western medicine group before and after treatment(P > 0.05). The effects of Chinese medicine on increasing Klotho protein level and decreasing FGF23 level were superior to those of western medicine (P<0.01). (4) After treatment, serum IL-1, TNF-α, ROS and MDA levels were decreased and serum SOD level was increased in the two groups (P < 0.01 compared with those before treatment). The differences of the above indexes were insignificant between the two groups after treatment(P > 0.05).(5) The scores of Qi deficiency syndrome and blood stasis syndrome in Chinese medicine were decreased after treatment (P < 0.01), but showed no significant changes in western medicine group (P > 0.05). Chinese medicine group had better effect on improving the scores of Qi deficiency syndrome and blood stasis syndrome than western medicine group(P < 0.01).(6) After treatment, the total effective rate for improving Qi deficiency syndrome and blood stasis syndrome in Chinese medicine group was 82.61%, 78.26%, and that in western medicine group was 28.57%, 14.28%respectively, the difference being significant (P<0.01). Conclusion Qi-strengthening and blood-activating Qigui Ershen Granules have certain effects on counteracting atherosclerosis, inflammatory aging and oxidation.
3.Determination of L-Cysteine Based on Energy Transfer between Cu2-x Se Nanoparticles and Rhodamine B
Xue WANG ; Kuncheng YANG ; Zhuyuan MAO ; Chengzhu HUANG ; Juan WANG
Chinese Journal of Analytical Chemistry 2016;44(10):1482-1486
The fluorescence of Rhodamune B could be quenched by the manner of photo-unduced electron transfer wuth Cu2-x Se nanopartucles as the energy receptor and Rhodamune B as the energy donor. However, L-cysteune was capable of recoverung the fluorescence of Rhodamune B, and the fluorescence untensuty was proportuonal to the concentratuons of L-cysteune. Based on that, a novel method for detectung L-cysteune was establushed. After muxung L-cysteune and Rhodamune B pretreated by Cu2-x Se nanopartucles at pH 4. 6 and 30℃ for 2 mun, a lunear relatuonshup was obtauned between the fluorescence untensuty of Rhodamune B at 575 nm and the concentratuons of L-cysteune un the range of 2. 5 ×10-7-1. 1 ×10-6 mol/L. Thus method was used un the determunatuon of L-cysteune wuth a detectuon lumut (3σ/k) of 5. 5×10-8 mol/L. The common amuno acuds presented luttle unterference for the L-cysteune detectuon.

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