1.Nomogram based on multimodal MRI radiomics for discriminating molecular subtypes of HER-2-negative breast cancer
Qun WANG ; Hongli PAN ; Xiaohu LI ; Yongqiang YU ; Yunwen YAN ; Weishu HOU
Acta Universitatis Medicinalis Anhui 2026;61(4):715-723
ObjectiveTo explore the value of a multimodal MRI-based radiomics nomogram for differentiating human epidermal growth factor receptor-2 (HER-2) negative breast cancer molecular subtypes.MethodsA retrospective analysis was conducted on 190 patients with HER-2 negative breast cancer who underwent multimodal MRI examination, and the patients were divided into two molecular subtype groups: a HER-2 low expression group (n=108) and a HER-2 zero expression group (n=82). The cases were randomly stratified and sampled at a ratio of 7∶3 and divided into a training set of 133 cases and a testing set of 57 cases. The clinical and radiological features of the patients were collected, the radiomics features based on T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), and dynamic contrast-enhanced (DCE)-MRI were extracted, and the clinical-radiological model, unimodal radiomics model, multimodal radiomics model, and combined model were constructed respectively. Then the nomogram combined multimodal radiomics signature (radsocre) with clinical-radiological features was used to construct a visualized predictive model, and the area under the curve (AUC) was used to compare the effectiveness of different models in distinguishing HER-2 low expression and zero expression subtypes.ResultsA significant difference in radscore was demonstrated between the HER-2 low and HER-2 zero expression groups in both the training (P<0.000 1) and testing sets (P<0.01). The AUC of the multimodal radiomics model in the training set and the testing set were 0.914 and 0.836, respectively, which was superior to any unimodal radiomics model. The nomogram demonstrated great diagnostic efficacy (AUC=0.930 in training set; AUC=0.865 in testing set).ConclusionA multimodal MRI-based nomogram incorporating radsocre and clinical-radiological features can accurately distinguish the subtypes of HER-2 negative breast cancer.
2.The application value of deep learning image reconstruction algorithm in ultra-low dose abdominal CT scanning
Xing TANG ; Yuncheng LI ; Hongmin SHU ; Weishu HOU ; Jun WANG ; Xiaohu LI
Acta Universitatis Medicinalis Anhui 2026;61(4):758-762
ObjectiveTo evaluate the feasibility of various strength levels of deep learning image reconstruction (DLIR) algorithms for improving non-contrast abdominal CT image quality at ultra-low radiation doses, by comparing ultra-low-dose DLIR images with low-dose filtered back projection (FBP) images. MethodsA prospective collection of 85 patients undergoing non-contrast abdominal CT scans was performed, and a self-controlled study method was employed to conduct low-dose (LD) group and ultra-low-dose (ULD) group scans. The LD group used a noise index of 10 and employed FBP for image reconstruction (LD-FBP group). The ULD group used a noise index of 30 and employed DLIR at different levels (low, medium, high), resulting in three subgroups of reconstructed images: ULD-DLIR-L, ULD-DLIR-M, and ULD-DLIR-H. For each group, CT values, standard devia-tion (SD), signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were measured and calculated for the liver, spleen, kidneys, aorta, psoas major, and subcutaneous fat. Effective dose (ED) was also recorded. Two radiologists independently performed subjective evaluations of image quality using a 5-point scale. ResultsCompared with the LD-FBP group, the ULD-DLIR-L group showed significantly lower SNR and CNR values in the liver, spleen, kidneys, aorta, and psoas major (P<0.001), while the ULD-DLIR-H group exhibited significantly higher values (P<0.001). The difference of SNR and CNR values for the ULD-DLIR-M group showed no statistically significant difference. For subjective evaluation, the scores of the ULD-DLIR-L and ULD-DLIR-M groups were lower than those of the LD-FBP group, while there was no statistically significant difference in scores between the ULD-DLIR-H group and the LD-FBP group. The ED value of the ULD group was approximately 88% lower than that of the LD group. ConclusionCompared with the LD-FBP group, the ULD-DLIR-H group significantly reduces SD values while increasing SNR and CNR values, effectively improving the image quality of non-contrast abdominal CT scans.
3.Nomogram based on DCE-MRI radiomics combined with clinical-radiological features in predicting hormone receptor status in breast cancer with low Her-2 expression
Weishu Hou ; Hongli Pan ; Qun Wang ; Xiaohu Li ; Yunwen Yan ; Yongqiang Yu
Acta Universitatis Medicinalis Anhui 2025;60(9):1745-1754
Objective:
To explore the value of nomogram based on DCE-MRI radiomics combined with clinical-ra- diological features in predicting HR status in breast cancer with Her-2 low expression.
Methods:
A total of 198 pa- tients of Her-2 low expression breast cancer who underwent standardized breast MRI in our hospital from January 2019 to February 2025 were retrospectively analyzed.Patients were divided into HR ( + ) group ( n = 137) and HR ( -) group ( n = 61) .The cases were divided into a training set ( 138 cases) and a testing set ( 60 cases) in a 7 ∶ 3 ratio.Clinical-radiological model was based on clinical and traditional radiological features,radiomics model was based on DCE-MRI,and combined model was constructed,respectively.The nomogram was drawn,and re- ceiver operating characteristic curve was used to compare the performance of different models in predicting HR sta- tus.
Results:
The DCE-MRI radiomics score ( Radscore) between the HR ( + ) group and the HR ( -) group showed statistical differences in both the training and testing sets ( both P<0. 001) .The AUC of the clinical-radio- logical model based on lesion mobility,Ki67,TIC type,enhancement pattern and maximum diameter for predicting HR status in the training set and testing set were 0. 643 and 0. 616,respectively.The AUC of the DEC-MRI ra- diomics model in the training set and testing set were 0. 897 and 0. 860,respectively.The nomogram drawn by combining clinical-radiological features and Radscore showed better predictive performance in both the training set ( AUC = 0. 913) and testing set ( AUC = 0. 898) than the clinical-radiological model ( all P<0. 05) .
Conclusion
The nomogram combined by DCE-MRI radiomics and clinical-radiological features can effectively predict HR sta-tus of breast cancer with low Her-2 expression,which is helpful to the building of individualized treatment plan for breast cancer patients.
4.Study on the Correlation between apolipoprotein and homocysteine levels with carotid atherosclerotic plaque stability and degree of stenosis
Weishu XUE ; Yafen WEI ; Ningyao WANG ; Nan WANG ; Guohui XU ; Yuefen YING
Clinical Medicine of China 2019;35(4):355-359
Objective To investigate the correlation between apolipoprotein and homocysteine levels with the stability of carotid plaque and the degree of stenosis??Methods One hundred elderly patients with acute cerebral infarction from January 2017 to December 2017 were collected continuously in Harbin Fourth Hospital,All patients underwent color Doppler ultrasound examination of carotid artery??They were divided into stable plaque group and unstable plaque group according to the results of color Doppler ultrasound,then according to the degree of stenosis they were divided into intimal thickening group with 23 cases, mild stenosis (stenosis degree<50%) with 26 cases,moderate stenosis group (50%≤stenosis degree<70%) with 28 cases,severe stenosis group (70%≤stenosis degree) with 23 cases??All the patients were selected to collect the blood of the elbow in the early morning to detect the level of apolipoprotein B and Hcy??Results Compared with unstable plaque group, smoking, drinking, hemoglobin A1c ( HbA1c), ApoB and Hcy had significant differences (all P<0??05)??Gender,history of diabetes mellitus,history of hypertension,systolic pressure,diastolic pressure,low density lipoprotein cholesterol (LDL?C),triglyceride (TG) There was no significant difference in total cholesterol ( TC) and total cholesterol ( all P>0??05)??Multivariate logistic regression was performed after correcting the related risk factors excluding blood lipids??The results showed that alcohol ( OR= 1??247 ( 95%CI: 0??626-1??958), P= 0??043), Hcy ( OR= 3??163 ( 95%CI: 1??824 -4??772),P=0??045), bloodpressure ( OR=1??286 ( 95%CI: 0??688-2??005), P=0??027), HbA1c ( OR=3??671(95%CI: 1??904-6??630),P=0??011),ApoB (OR=1??717(95%CI: 1??005-2??634),P=0??036), LDL?C(OR=1??516(95%CI: 0??968-2??489),P=0??024),TC( OR=1??403( 95%CI: 0??801-2??343),P=0??030) and TG ( OR=1??342 ( 95%CI: 0??712-2??198), P=0??019) are independent risk factors for unstablecarotid plaque and severe carotid stenosis??Conclusion Apolipoprotein and homocysteine may be independent predictors of unstable carotid plaque and severity of carotid stenosis??
5.Mononuclear cells isolated from mobilized bone marrow differentiate into vascular endothelial cells and cardiomyocyte-like cells
Wei YAO ; Xiulan ZHANG ; Ying YAO ; Weishu WANG
Chinese Journal of Tissue Engineering Research 2014;(6):912-918
BACKGROUND:It is controversial whether bone marrow mobilization can retain in cardiac injured position in congestive cardiomyopathy or differentiate into cardiomyocytes and vascular endothelial cells.
OBJECTIVE:To study the effects of granulocyte colony stimulating factor (G-GSF) on myocardium and angiogenesis in rats with congestive cardiomyopathy.
METHODS:Fifty Wistar rats with heart failure caused by adriamycin-induced cardiomyopathy were divided into heart failure group (n=20) treated with normal saline and bone marrow mobilization (n=30) treated with subcutaneous injection of recombinant human G-GSF. Ten rats from the bone marrow mobilization were kil ed at day 6 of mobilization, and myocardial tissue was taken for CD43 immunofluorescent staining. Blood samples were taken from the rat tail in each group before and 5 days after treatment to count total number of white blood cells and percentage of mononuclear cells. Meanwhile, mononuclear cells extracted from the peripheral blood were used for flow cytometry detection. At day 5 after treatment, bromodeoxyuridine (BrdU, 50 mg/kg) was successively given to al rats for 4 weeks before they were sacrificed. Myocardial tissues were taken to determine the homing of mononuclear cells and evaluate differentiation of mononuclear cells into cardiomyocytes and vascular endothelial cells using BrdU staining, BrdU/myosin heavy chain double staining, and BrdU/actin double staining. Hematoxylin-eosin staining was used for determination of blood vessel density.
RESULTS AND CONCLUSION:G-CSF mobilization increased the number of mononuclear cells that was significantly higher than before treatment (P<0.05). Flow cytometry showed that the number of CD34-positive mononuclear cells in the peripheral blood was higher in the bone marrow mobilization than in the heart failure group (P<0.05). Myocardial CD34 immunofluorescence showed that the heart failure group was negative and the bone marrow mobilization group was positive. In the bone marrow mobilization group, the myocardial tissue was positive for BrdU staining, BrdU/myosin heavy chain double staining and BrdU/actin double staining, while vascular endothelial cells in the region of myocardial injury was positive for BrdU;conversely, the heart failure group was negative. The density of blood vessels in the bone marrow mobilization group was significantly higher than that in the heart failure group (P<0.001). These findings indicate that bone marrow mobilization increases the number of mononuclear cells, and these cells are homing to myocardial injury, thereby playing a repair role in the myocardium and vascular tissue of heart failure rats with congestive cardiomyopathy.
6.Effect of miR-19 on migration ability of lung adenocarcinoma cell line A549-Luc
Wen YAN ; Wen JIN ; Ang WANG ; Weishu SONG
The Journal of Practical Medicine 2014;(13):2031-2034
Objective To investigate the effects of miR-19 on the migration ability of lung adenocarcinoma cell line A549. Methods The expressions of miR-19 in lung epithelial cell line BEAS-2B and lung adenocarcinoma cell line A549-Luc were detected by qRT-PCR.The A549-Luc cell line which over-expressed miR-19 was established. The expression levels of miR-19 in A549/RFP+/H2B and A549/RFP+/m19 were identified by qRT-PCR. The morphology of A549/RFP+/m19 was observed,and the migration ability of A549/RFP+/m19 was detected by transwell migration assay. Results The expression levels of miR-19 differed significantly between BEAS-2B cells and A549-Luc cells (t = -20.954, P < 0.001). The lung adenocarcinoma cell line A549/RFP+/m19 which over-expressed miR-19 was successfully established. Changes in A549/RFP+/m19 cell morphology were found. As compared with A549/RFP+/H2B cells, A549/RFP+/m19 had an increased migration ability (P <0.01). Conclusions miR-19 enhances the migration ability of lung adenocarcinoma A549-Luc cells.
7.Tempol Improved Aortic Remodeling in Renovascular Hypertensive Rats
Zhiqiang PEI ; Weishu WANG ; Jian YANG ; Baoping JIA
Chinese Journal of Hypertension 2007;0(02):-
Background Mitochondria are the primary sites for ROS production within cells,Tempol(4-Hydroxy 2,2,6,6,tetramethyl piperidine)is a classic compounds targeting ROS scavengers in mitochondria.Objective To investigate the effects of Tempol on aortic function and remodeling in renovascular hypertensive rats.Methods The 2 kindey 1 clip hypertensive model was established in 24 male Wista rats and randomized to untreated hypertensive rats(n=6) or treated with Tempol(1 mmol/L) in drinking water(n=6) for 8 weeks.BP blood plasma angiotensinⅡ(AngⅡ),nitric oxide(NO),8-iso-PGF_(2?) level were determined.Isometric tension change of aortic rings were recorded;RT-PCR were used to measure the expression of NADPH p22 phox mRNA of aorta.Results Hypertensive rats had highter BP,AngⅡ,8-iso-PGF_(2?),media wall,media wall/lumen(W/L)(P


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