1.Non-invasive quantitative visualization of multi-parametric MRI habitat imaging for predicting prostate cancer risk degree
Lei YUAN ; Jingliang ZHANG ; Lina MA ; Ye HAN ; Guorui HOU ; Weijun QIN ; Jing ZHANG ; Yi HUAN ; Jing REN
Chinese Journal of Radiology 2025;59(4):393-400
Objective:To explore the value of non-invasive habitat imaging (HI) multi-parametric MRI (mpMRI) in predicting the risk of prostate cancer (PCa).Methods:In this cross-sectional study, 220 patients with PCa confirmed by radical prostatectomy (RP) who underwent multi-parametric MRI (mpMRI) scanning at Xijing Hospital, Air Force Military Medical University from January 2018 to May 2024 were retrospectively collected. Patients were divided into a training set (154 cases) and a test set (66 cases) by simple random sampling in a 7∶3 ratio. Based on mpMRI imaging, the apparent diffusion coefficient (ADC), perfusion fraction (f), and mean kurtosis (MK) of each voxel were integrated. The K-means clustering algorithm was used to divide the PCa target lesions into habitat subregions, generate habitat maps, and calculate the proportion of each habitat subregion in the entire lesion. According to the 2019 International Society of Urological Pathology (ISUP) guidelines, patients were categorized into a low-risk group (ISUP≤2, 65 cases) and a high-risk group (ISUP≥3, 155 cases). The RP specimens were matched with the habitat map to identify corresponding habitat subregions, and the ISUP grade of each subregion was individually evaluated to calculate the detection rate of high-risk PCa patients. The logistic regression analysis was applied to identify the independent risk factors associated with PCa risk, and the HI-clinical imaging model and clinical imaging model were constructed. The efficacy of the models was assessed using receiver operating characteristic curve.Results:Based on the optimal cluster number, the habitat was divided into three subregions. Habitat 1 had lower ADC and f values and higher MK values, while habitat 2 had the opposite characteristics, and habitat 3 was intermediate. The proportion of habitat 1 in the high-risk group was 28.8%, in the low-risk group was 8.9%. In the training set, the comparison of habitat subregions with pathological results showed that the detection rate of high-risk lesions was 66.9% (103/154) in habitat 1, 25.3% (39/154) in habitat 2, and 47.4% (73/154) in habitat 3. The logistic regression analysis indicated that the proportion of habitat 1 ( OR=3.03, 95% CI 1.77-5.18, P<0.001), prostate-specific antigen ( OR=1.66, 95% CI 1.04-2.66, P=0.034), and the prostate imaging reporting and data system score ( OR=1.65, 95% CI 1.00-2.70, P=0.048) as independent risk factors for high-risk PCa. In the training set, the area under the curve (AUC) for predicting PCa risk was 0.854 (95% CI 0.789-0.920) for the HI-clinical imaging model and 0.779 (95% CI 0.701-0.856) for the clinical imaging model. In the test set, the AUC values were 0.809 (95% CI 0.693-0.895) and 0.738 (95% CI 0.619-0.856), respectively. Conclusion:HI based on mpMRI can effectively predict the risk of PCa.
2.Role of Complement in the Development of Hypertensive Nephropathy
Zhongli WANG ; Tingting ZHANG ; Xing WANG ; Jianlong ZHAI ; Lili HE ; Qingjuan ZUO ; Sai MA ; Guorui ZHANG ; Yifang GUO
Chinese Circulation Journal 2025;40(3):308-312
Immunoinflammation mediates the development of hypertensive nephropathy,and aberrant activation of the complement system,an important component of the innate immune system,plays an important role in the development of hypertensive nephropathy.Complement inhibition is expected to be a potential strategy for the treatment of hypertensive nephropathy.In this article,we summarized and reviewed relevant studies on the complement system in the development of hypertensive nephropathy,and complement-targeted drug therapy,aiming to provide new ideas for clinicians on the clinical diagnosis and treatment of hypertensive nephropathy.
3.Role of Complement in the Development of Hypertensive Nephropathy
Zhongli WANG ; Tingting ZHANG ; Xing WANG ; Jianlong ZHAI ; Lili HE ; Qingjuan ZUO ; Sai MA ; Guorui ZHANG ; Yifang GUO
Chinese Circulation Journal 2025;40(3):308-312
Immunoinflammation mediates the development of hypertensive nephropathy,and aberrant activation of the complement system,an important component of the innate immune system,plays an important role in the development of hypertensive nephropathy.Complement inhibition is expected to be a potential strategy for the treatment of hypertensive nephropathy.In this article,we summarized and reviewed relevant studies on the complement system in the development of hypertensive nephropathy,and complement-targeted drug therapy,aiming to provide new ideas for clinicians on the clinical diagnosis and treatment of hypertensive nephropathy.
4.Non-invasive quantitative visualization of multi-parametric MRI habitat imaging for predicting prostate cancer risk degree
Lei YUAN ; Jingliang ZHANG ; Lina MA ; Ye HAN ; Guorui HOU ; Weijun QIN ; Jing ZHANG ; Yi HUAN ; Jing REN
Chinese Journal of Radiology 2025;59(4):393-400
Objective:To explore the value of non-invasive habitat imaging (HI) multi-parametric MRI (mpMRI) in predicting the risk of prostate cancer (PCa).Methods:In this cross-sectional study, 220 patients with PCa confirmed by radical prostatectomy (RP) who underwent multi-parametric MRI (mpMRI) scanning at Xijing Hospital, Air Force Military Medical University from January 2018 to May 2024 were retrospectively collected. Patients were divided into a training set (154 cases) and a test set (66 cases) by simple random sampling in a 7∶3 ratio. Based on mpMRI imaging, the apparent diffusion coefficient (ADC), perfusion fraction (f), and mean kurtosis (MK) of each voxel were integrated. The K-means clustering algorithm was used to divide the PCa target lesions into habitat subregions, generate habitat maps, and calculate the proportion of each habitat subregion in the entire lesion. According to the 2019 International Society of Urological Pathology (ISUP) guidelines, patients were categorized into a low-risk group (ISUP≤2, 65 cases) and a high-risk group (ISUP≥3, 155 cases). The RP specimens were matched with the habitat map to identify corresponding habitat subregions, and the ISUP grade of each subregion was individually evaluated to calculate the detection rate of high-risk PCa patients. The logistic regression analysis was applied to identify the independent risk factors associated with PCa risk, and the HI-clinical imaging model and clinical imaging model were constructed. The efficacy of the models was assessed using receiver operating characteristic curve.Results:Based on the optimal cluster number, the habitat was divided into three subregions. Habitat 1 had lower ADC and f values and higher MK values, while habitat 2 had the opposite characteristics, and habitat 3 was intermediate. The proportion of habitat 1 in the high-risk group was 28.8%, in the low-risk group was 8.9%. In the training set, the comparison of habitat subregions with pathological results showed that the detection rate of high-risk lesions was 66.9% (103/154) in habitat 1, 25.3% (39/154) in habitat 2, and 47.4% (73/154) in habitat 3. The logistic regression analysis indicated that the proportion of habitat 1 ( OR=3.03, 95% CI 1.77-5.18, P<0.001), prostate-specific antigen ( OR=1.66, 95% CI 1.04-2.66, P=0.034), and the prostate imaging reporting and data system score ( OR=1.65, 95% CI 1.00-2.70, P=0.048) as independent risk factors for high-risk PCa. In the training set, the area under the curve (AUC) for predicting PCa risk was 0.854 (95% CI 0.789-0.920) for the HI-clinical imaging model and 0.779 (95% CI 0.701-0.856) for the clinical imaging model. In the test set, the AUC values were 0.809 (95% CI 0.693-0.895) and 0.738 (95% CI 0.619-0.856), respectively. Conclusion:HI based on mpMRI can effectively predict the risk of PCa.
5.Application of self-designed collateral circulation quantitative score based on multi-task learning vascular segmentation in sCTA assessment of collateral circulation in acute ischemic stroke
Yunqiu YANG ; Qingmao HU ; Zhen WANG ; Jinping XU ; Libo LIU ; Nan YANG ; Xingchen LIU ; Guorui MA ; Chen YANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(3):497-507
Objective To evaluate the clinical use of the baseline CT angiography(CTA)quantitative score(self-designed collateral circulation quantitative,SD-CCQ)in determining the collateral circulation compensation status in patients with acute ischemic stroke(AIS),as well as the reliability and accuracy of the SD-CCQ score and the Alberta Stroke Program Early CT Score(ASPECTS).Methods Retrospective analysis was made on the clinical and imaging data,including CT,CTA and DWI image data,of 84 patients who were admitted for acute ischemic stroke to the Department of Neurorehabilitation of Zhongshan Hospital of Traditional Chinese Medicine from January 2020 to December 2022.Their CTA source images were annotated using a multi-task deep learning method for vascular segmentation.The ASPECTS score and SD-CCQ score were then applied to the CTA images following vascular segmentation in order to assess the collateral circulation compensation of AIS patients.The Kappa test was used to assess the consistency of the two methods used to assess collateral circulation,and the multifactorial Logistic regression analysis was used to examine the relationship between the SD-CCQ and the prognosis of the AIS patients.Results ASPECTS score had good consistency with SD-CCQ score in evaluating collateral circulation in AIS patients(κ=0.65,P<0.001),and the diagnostic accuracy of the latter for benign collateral circulation in AIS was 96.15%.Logistic regression analysis showed that the new collateral circulation score,baseline NIHSS,and DWI infarct volume were the main factors affecting the long-term prognosis of AIS patients.Conclusion The new scoring system SD-CCQ can be used to evaluate the compensatory status of collateral circulation in AIS patients,which may help in clinical treatment decision-making and prognosis prediction.
6.Effects of canagliflozin on amino acid metabolism in atherosclerotic mice
Qingjuan ZUO ; Lili HE ; Sai MA ; Guorui ZHANG ; Tingting ZHANG ; Yan WANG ; Yifang GUO
Chinese Journal of Cardiology 2024;52(1):64-71
Objective:To explore the possible anti-atherosclerotic mechanisms of glucose co-transporter-2 inhibitor canagliflozin.Methods:ApoE -/-mice fed on Western diet were randomly assigned into the model group ( n=10) and the canagliflozin group ( n=10). C57BL/6J mice fed on normal diet were chosen as the control group ( n=10). Mice in the canagliflozin group were gavaged with canagliflozin for 14 weeks. The presence and severity of atherosclerosis were evaluated with HE and oil red O stainings in aortic root section slices. PCR assay was performed to determine the mRNA expression levels of nitric oxide synthase. Hepatic transcriptome analysis and hepatic amino acid detection were conducted using RNA-seq and targeted LC-MS, respectively. Results:HE staining and oil red O staining of the aortic root showed that AS models were successfully established in ApoE -/-mice fed on Western diet for 14 weeks. Canagliflozin alleviated the severity of atherosclerosis in pathology. Hepatic transcriptome analysis indicated that canagliflozin impacted on amino acid metabolism, especially arginine synthesis in ApoE -/-mice. Targeted metabolomics analysis of amino acids showed that canagliflozin reduced hepatic levels of L-serine, L-aspartic acid, tyrosine, L-hydroxyproline, and L-citrulline, but raised the hepatic level of L-arginine. Compared to the model group, the canagliflozin group exhibited higher serum arginine and nitric oxide levels as well as elevated nitric oxide mRNA expression in aortic tissues ( P<0.05). Conclusion:Canagliflozin regulated the amino acid metabolism, reduced the levels of glucogenic amino acids,and promoted the synthesis of arginine in atherosclerotic mice.
7.Virtual reality technology in ocular trauma teaching for medical students
Chao ZHENG ; Jiyuan MA ; Guoheng ZHANG ; Fei FEI ; Jiaxing SUN ; Shuai ZHANG ; Jian ZHOU ; Guorui DOU
International Eye Science 2024;24(10):1645-1649
AIM:To investigate the application of virtual reality(VR)technology in ocular trauma teaching for medical students.METHODS: A total of 90 medical students who participated in the Ophthalmology teaching program between November 2022 and April 2024 were recruited as subjects. Using a case-control method, 45 students in the case group attended traditional ocular trauma teaching program combined with VR virtual simulation experiments, and 45 students in the control group solely attended traditional ocular trauma teaching program. After the teaching practice, the two groups were compared in terms of their examination performance of theoretical knowledge and case analysis, learning ability(evaluated by the Self-Directed Learning Rating Scale), and the satisfaction survey on the quality of teaching; the statistical analyses were performed using t-test or Chi-square test.RESULTS: The scores of theoretical knowledge and case analysis examinations of the case group were significantly higher than those of the control group, and the differences were statistically significant(scores of theoretical knowledge examination: 57.27±2.78 vs 53.91±3.20; scores of case analysis examination: 35.71±3.73 vs 32.67±5.52, both P<0.05). The scores of the Self-Directed Learning Rating Scale of the case group were significantly higher than those of the control group(P<0.05), and the satisfaction with teaching quality of the case group was significantly higher than that of the control group(P<0.05).CONCLUSION: VR-enabled teaching of ocular trauma can effectively improve medical students' mastery of theoretical knowledge and practical skills, enhance students' self-directed learning ability and improve teaching satisfaction.
8.Effect of adductor canal block and single sciatic nerve block combined with analgesic drugs on pain after total knee arthroplasty
Haoyang GENG ; Wenping LIU ; Guorui WANG ; Bin LIU ; Wei WANG ; Zhanqiao MA ; Jianhua WANG
Chinese Journal of Tissue Engineering Research 2024;28(24):3833-3838
BACKGROUND:Total knee arthroplasty is an effective treatment for late-stage osteoarthritis,but postoperative pain and joint function recovery are the main challenges.Nerve block and mixed drug injection are two common pain relief methods,but the effect of their combined use is still unclear. OBJECTIVE:To investigate the effects of ultrasound-guided continuous adductor canal block+single sciatic nerve block+"cocktail"mixed drug analgesia on postoperative pain relief and joint function recovery in total knee arthroplasty. METHODS:120 patients with osteoarthritis admitted to Hebei Province Cangzhou Hospital of Integrated Traditional and Western Medicine from January to May 2022 were randomly divided into two groups(n=60).The observation group received ultrasound-guided continuous adductor canal block+single sciatic nerve block+"cocktail"mixed drug analgesia.The control group received ultrasound-guided continuous adductor canal block+single sciatic nerve block.The differences in visual analog scale score,hospital for special surgery score,pain mediators,expression levels of inflammatory factors,the occurrence of adverse reactions,and postoperative barehanded muscle strength test were compared between the two groups. RESULTS AND CONCLUSION:(1)The visual analog scale scores at rest and exercise were lower in the observation group than those in the control group at 6,8,12,24,48,and 72 hours postoperatively(P<0.05).(2)Hospital for special surgery scores at 1 and 3 months postoperatively were significantly higher in the observation group than those in the control group(P<0.05).(3)In terms of pain mediators and inflammatory factors,the expression levels were significantly lower in the observation group than those in the control group(P<0.05).(4)There was no statistically significant difference in terms of adverse effects and postoperative barehanded muscle strength examination between the two groups(P>0.05).(5)In total knee arthroplasty,ultrasound-guided continuous adductor canal block and single sciatic nerve block,together with a"cocktail"mixed drug analgesia injected into the joint cavity,can provide excellent analgesia,facilitate the recovery of joint function,and relieve postoperative pain and inflammation with a high degree of safety.
9.Canagliflozin can improve cardiac function in HFpEF rats partly by regulating ferroptosis
Sai MA ; Qingjuan ZUO ; Lili HE ; Guorui ZHANG ; Jianlong ZHAI ; Tingting ZHANG ; Zhongli WANG ; Yifang GUO
Chinese Journal of Cardiology 2024;52(9):1090-1100
Objective:To explore the effects of canagliflozin on cardiac function and its regulation of ferroptosis in rats with heart failure with preserved ejection fraction (HFpEF).Methods:Thirty-two 7-week-old Dahl salt-sensitive rats were selected and randomly divided into four groups: the control group (fed with low-salt diet), the HFpEF group (fed with high-salt diet), the canagliflozin 20 group (fed with high-salt diet and 20 mg·kg -1·d -1 canagliflozin), and the canagliflozin 30 group (fed with high-salt diet and 30 mg·kg -1·day -1 canagliflozin). Body weight and blood pressure of the rats in each group were monitored. Metabolic cage tests were conducted at the10 th week of the experiment, and echocardiography was performed at the 12 th week, after which the rats were killed. Blood and left ventricular samples were collected. HE staining, Masson staining, Prussian blue iron staining, and reactive oxygen species staining were performed to observe the cardiomyocyte size and shape, degree of interstitial fibrosis, iron staining, reactive oxygen species production under optical microscope. The ultrastructure of cardiomyocytes was observed under electron microscope. Western blotting and real-time fluorescent quantitative reverse transcription polymerase chain reaction (RT-qPCR) were used to detect the expression levels of proteins and mRNA related to ferroptosis in left ventricular myocardial tissue of rats in each group. Results:After 1 week of adaptive feeding, all rats survived. Metabolic cage results showed that compared with control group, rats in the HFpEF group, canagliflozin 20 group and canagliflozin 30 group had more food intake, water intake and urine output, and lower body weight (all P<0.05). These changes were more pronounced in canagliflozin 20 group and canagliflozin 30 group than in HFPEF group, and only the body weight at the 12 th week showed a statistically significant difference between canagliflozin 20 group and canagliflozin 30 group ( P<0.05). The blood pressure of 6 th week and 12 th week, heart weight and left ventricular corrected mass of 12 th week of rats in HFpEF group were higher than those in control group, canagliflozin 20 group and canagliflozin 30 group, while the ratio of early mitral valve peak velocity to late mitral valve peak velocity of 12 th week was lower (all P<0.05). HE and Masson staining showed that compared to control group, the myocardial fibers in the left ventricular myocardial tissue of rats in HFpEF group were disordered, with larger cell diameter ((0.032±0.004) mm vs. (0.023±0.003) mm, P<0.05), irregular shape, obvious proliferation of interstitial collagen fibers, and higher collagen volume fraction (0.168±0.028 vs. 0.118±0.013, P<0.05). Compared with HFpEF group, rats in the canagliflozin 20 group and canagliflozin 30 had more orderly arranged myocardial fibers, more regular cardiomyocyte shape, smaller cell diameter, and lower collagen volume fraction ( P<0.05). It was observed under electron microscopy that, compared to control group, most of the striated muscles in myocardial tissue of HFpEF group were broken, and the Z line and M line could not be clearly distinguished, some changes such as mitochondrial swelling, membrane thickening, cristae reduction or even disappearance occurred. In the canagliflozin 20 group and canagliflozin 30 group, the arrangement of striated muscles in the myocardial tissue of rats tended to be more regular, and the morphological changes of mitochondria were milder. Prussian blue iron staining results showed that the iron content in myocardial tissue of rats in HFpEF group was higher than that in control group, canagliflozin 20 group and canagliflozin 30 group. Reactive oxygen species staining results showed that the reactive oxygen species content in the myocardial tissue of rats in HFpEF group was higher than that of control group, canagliflozin 20 group and canagliflozin 30 group. Biochemical analysis of myocardial tissue showed that Fe 2+ and malondialdehyde content in myocardial tissue of rats in HFpEF group were higher than those in control group, canagliflozin 20 group and canagliflozin 30 group, while glutathione content was lower (all P<0.05). Western blot and RT-qPCR detection results showed that compared to control group, rats in HFpEF group had higher expression levels of transferrin receptor 1 (protein relative expression level: 1.37±0.16 vs. 0.31±0.12), acyl-CoA synthetase long-chain family member 4 (protein relative expression level: 1.31±0.15 vs. 0.63±0.09) protein and mRNA, and lower expression levels of ferritin heavy chain 1 (protein relative expression level: 0.45±0.08 vs. 1.41±0.15) protein and mRNA (all P<0.05). There was no statistically significant difference in these indicators between canagliflozin 20 group and the canagliflozin 30 group (all P>0.05). There was no significant difference in levels of glutathione peroxidase 4 protein and mRNA expression in myocardial tissue of rats in four groups( P>0.05). Conclusion:Canagliflozin improves cardiac function in HFpEF rats by regulating the ferroptosis mechanism.
10. Quantitative study on the characteristics of the tree-drawing test in schizophrenia patients
Guorui LIU ; Yanfei ZHANG ; Ziyang LI ; Zhen ZHANG ; Zhenxiang MA ; Wei LIU
Chinese Journal of Behavioral Medicine and Brain Science 2018;27(7):661-665
Objective:
To explore the characteristic indexes of patients with schizophrenia trees drawing projection through the extraction and quantitative analysis of the projection index of the tree-drawing painted by schizophrenic patients and provide the basis for the diagnosis of schizophrenia.
Methods:
A tree-drawing test was performed on 69 schizophrenic patients and 59 healthy subjects without psychotic symptoms using the control study design.Computer image recognition and data acquisition was used to quantitatively research on tree projection drawing, and the data were analyzed between the two groups.
Results:
There were 6 tree-drawing test quantitative indexes had statistical significance between schizophrenia patients and healthy subjects: crown height ((7.4380±3.7939)cm

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