1.Study on the role of coatomer protein Ⅰ in apolipoprotein A-1-mediated cholesterol efflux from foam cells
Weitao HONG ; Feilong ZHANG ; Jie HUANG ; Yumin LIANG ; Gengji CHEN ; Xiaojia CHEN ; Weilie MA ; Hang DING ; Zhizhen ZHANG
Chongqing Medicine 2025;54(3):580-587
Objective To establish a human monocytic THP-1 macrophage-derived foam cell model and analyze the role of the α subunit of coatomer protein Ⅰ(α-COP)in apolipoprotein A-1(apoA-1)-mediated cholesterol efflux from foam cells.Methods THP-1 cells were induced to adhere using PMA(PMA group),followed by treatment with acetylated low-density lipoprotein(Ac-LDL)to generate macrophage-derived foam cells(Ac-LDL group).Subsequent incubation with apoA-1 formed the apoA-1 group.Cholesterol efflux rates mediated by apoA-1 and intracellular lipid accumulation were quantified through liquid scintillation counting and oil red O staining.The expression patterns of α-COP were systematically analyzed using quantitative real-time PCR(qPCR),Western blotting,and laser scanning confocal microscopy.THP-1 macrophage-derived foam cells mediated by apoA-1 were transduced with scrambled shRNA(Scr group)or α-COP-specific shRNA lentivirus(α-COP shRNA group)to assess the effects of α-COP knockdown on cholesterol efflux efficiency and total cellular cholesterol content.Subcellular localization of adipopoilin(ADFP)and cholesterol probe Fil-ipin Ⅲ staining patterns were visualized via laser scanning confocal microscopy.Bioinformatics analysis of α-COP expression profiles in carotid atherosclerotic plaques was performed using datasets from the GEO data-base.Results Compared with the Ac-LDL group,the cholesterol efflux rate in the apoA-1 group was signifi-cantly increased[(9.77±0.79)%vs.(2.74±0.37)%,P<0.001].Oil red O staining demonstrated reduced lipid accumulation in foam cells of the apoA-1 group compared with the Ac-LDL group.The relative mRNA expression level of α-COP in the apoA-1 group was significantly higher than that in the Ac-LDL group(P<0.001),with corresponding elevation in protein expression(P<0.001).Fluorescence intensity analysis re-vealed increased mean fluorescence intensity of α-COP in the apoA-1 group compared with the Ac-LDL group.Following α-COP knockdown by shRNA,the apoA-1-mediated cholesterol efflux rate was significantly de-creased(P<0.05)and total intracellular cholesterol levels were increased(P<0.001)in the α-COP shRNA group compared with the Scr group.The α-COP shRNA group exhibited enhanced red fluorescence intensity of ADFP(P<0.05)and increased blue fluorescence intensity of Filipin Ⅲ(P<0.01)compared with the Scr group.Database analysis indicated that α-COP mRNA expression was lower in carotid atherosclerotic plaques than in normal arterial tissues,with reduced expression in advanced-stage plaques compared with early-stage plaques(P<0.05).Conclusion α-COP participates in apoA-1-mediated cholesterol efflux from foam cells,and interference with α-COP expression results in reduced cholesterol efflux and increased intracellular lipid accumulation.
2.Rehabilitation effect of individual computer magnanimous therapy on patients with end-stage renal disease undergoing maintenance hemodialysis
Lanlan WU ; Junjie WANG ; Yunfang ZHANG ; Xuewei HUANG ; Yanyan SU ; Yeming LEI ; Yumin LI
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(8):698-705
Objective:To explore the rehabilitation effects of individual computer story-version magnanimous therapy (ICSMT) on patients with end-stage renal disease undergoing maintenance hemodialysis (MHD).Methods:A total of 120 patients with end-stage renal disease receiving MHD treatment at the Department of Nephrology Hemodialysis Center of Huadu District People's Hospital of Guangzhou from August 2022 to April 2024 were selected as the study subjects.They were randomly divided into control group ( n=60, receiving routine clinical treatment) and ICSMT group ( n=60, receiving routine clinical treatment combined with ICSMT for psychological intervention) by random number table method.The patients in the two groups were evaluated by the self-rating anxiety scale (SAS), self-rating depression scale (SDS), enterprising and magnanimous questionnaire (EMQ), the short-form-36 health survey (SF-36), and activity of daily living scale (ADL) before intervention and at 4-week post-intervention.Blood pressure, blood urea nitrogen (BUN), hemoglobin (Hb), and serum albumin (ALB) levels were also measured before the intervention and at the 4-week post-intervention.The clinical global impression scale (CGI) was used to evaluate clinical efficacy before the intervention, at the 2-week post-intervention, and at the 4-week post-intervention.Statistics analysis was performed using SPSS 29.0.1.0(171). Independent-samples t-test, paired t-test, Mann-Whitney U test and Wilcoxon signed-rank test were used for statistical analysis. Results:After 4 weeks of intervention, the SAS and SDS in the ICSMT group (49.0 (48.0, 50.0), 50.0 (49.0, 51.0)) were significantly lower than those in the control group (51.0 (50.0, 52.0), 52.0 (51.0, 53.0)) (both P<0.001). The enterprising subscore of the EMQ in the ICSMT group (35.0 (32.0, 37.0)) was significantly higher than that in the control group (31.0 (29.0, 34.0)) ( P<0.001). Furthermore, the differences of enterprising and magnanimous subscores between the two groups before and after intervention in the ICSMT group (2.0 (1.0, 4.0), 1.0 (-1.0, 2.0))were significantly higher than those in the control group (-1.0 (-1.0, 0), -1.0 (-1.2, 0)) (both P<0.05). Systolic and diastolic blood pressure values in the ICSMT group (130 (126, 134) mmHg, 85 (80, 88) mmHg)were significantly lower than those in the control group (145 (138, 152) mmHg, 93 (88, 99) mmHg)(1 mmHg=0.133 kPa) after 4 weeks of intervention(both P<0.05). After 4 weeks of intervention, the level of BUN in the ICSMT group (5.5 (3.7, 8.4) mmol/L) was significantly lower than that in the control group (9.1 (6.8, 11.4) mmol/L), while the level of Hb and ALB in the ICSMT group ((115.0±10.0)g/L, (38.3±3.2)g/L)were significantly higher than those in the control group ((104.0±12.0)g/L, (37.1±2.9)g/L) (all P<0.05). After 4 weeks of intervention, the physical functioning, role-physical, general health, vitality, social functioning, role-emotional, and mental health subscores of SF-36 in ICSMT group were all significantly higher than those in the control group (all P<0.05). After 4 weeks of intervention, the score of ADL in the ICSMT group (15.42±1.58)was significantly lower than that in the control group (16.78±2.06) ( t=-4.08, P<0.05). At the 2-week post-intervention and the 4-week post-intervention, the severity of illness (SI) and global improvement (GI) in the ICSMT group were significantly lower than those in the control group, while the efficacy index (EI) in the ICSMT group was significantly higher than that in the control group (all P<0.05). Conclusion:ICSMT can effectively promote the physical, psychological, and social functional rehabilitation of end-stage renal disease patients undergoing MHD, significantly improving their quality of life.
3.Phase Ⅲ, multicenter, randomized comparative study of LY01005 and Zoladex ? for patients with premenopausal breast cancer
Xiying SHAO ; Qingyuan ZHANG ; Zhaofeng NIU ; Man LI ; Jingfen WANG ; Zhanhong CHEN ; Ruizhen LUO ; Guangdong QIAO ; Jianguo WANG ; Liyuan QIAN ; Ronghua YANG ; Zhendong CHEN ; Jian WANG ; Yumin YAO ; Jianghua OU ; Tao SUN ; Qiao CHENG ; Yongsheng WANG ; Jian HUANG ; Hongying ZHAO ; Wuyun SU ; Zhong OUYANG ; Yu DING ; Lilin CHEN ; Sumei YANG ; Mengsheng CUI ; Aimin ZANG ; Enxiang ZHOU ; Peizhi FAN ; Jing ZHANG ; Qiang LIU ; Yuee TENG ; Hui LI ; Jianyun NIE ; Jin YANG ; Xiaojia WANG ; Zefei JIANG
Chinese Journal of Oncology 2025;47(4):340-348
Background:To compare the efficacy and safety of monthly administrations of gonadotropin releasing hormone (GnRH) agonists LY01005 and Zoladex ? in Chinese patients with premenopausal breast cancer. Methods:From October 2020 to November 2021, 188 premenopausal breast cancer patients were enrolled in 34 hospitals and randomized 1:1 to receive either LY01005 or Zoladex ? every 28 days for a total of three injections. All patients concomitantly received oral tamoxifen (TAM). The primary efficacy endpoint was cumulative probability of maintaining menopausal level [oestradiol (E2) ≤30 pg/ml] from day 29 to day 85. The second efficacy endpoint included changes in E2, luteinizing hormone (LH), and follicle-stimulating hormone (FSH) compared with the baseline. Pharmacokinetics (PK), pharmacodynamics (PD), and safety were analyzed. The study also evaluated the pharmacokinetic and pharmacodynamic characteristics of LY01005. Results:A total of 188 patients were randomised and 187 patients received either LY01005 or Zoladex ?. Cumulative probabilities of maintaining menopausal level (E2≤30 pg/ml) from day 29 to day 85 were 93.1% for LY01005 and 86.3% for Zoladex ?. The between-group difference was 6.8% (95% CI: -2.3%, 15.9%) and primary efficacy in the LY01005 group was not inferior to that in the Zoladex ? group. Changes in E2, LH, and FSH levels compared with the baseline were equivalent between the two groups (E2: 89.34% to 90.23% vs. 82.11% to 85.02%; LH: 88.89% to 95.52% vs. 89.70% to 97.02%; FSH: 75.36% to 80.85% vs.73.07% to 80.24%, respectively). After three consecutive doses of LY01005, the LH and FSH levels of the subjects showed a transient increase after the first dose, reached a peak on the second day and then started to decrease. The LH and FSH reached a lower level and remained at or below that level until the 85th day. Both treatments were well-tolerated. Conclusion:LY01005 is as effective as Zoladex ? in suppressing E2 to menopausal levels in Chinese patients with premenopausal breast cancer, with a similar safety profile.
4.Clinical characteristics and influencing factors of chronic obstructive pulmonary disease patients complicated with heart failure in Nanjing
Yumin ZHU ; Guoxin ZHANG ; Liping YIN ; Fan CHEN ; Bowen HUANG ; Qian LI
Journal of Public Health and Preventive Medicine 2025;36(4):64-68
Objective To analyze the clinical features of chronic obstructive pulmonary disease (COPD) patients with heart failure (HF) in Nanjing and explore the influencing factors. Methods A total of 773 COPD inpatients were selected from January 2021 to January 2024 in Nanjing Combined Hospital of Traditional Chinese and Western Medicine, Nanjing Qixia District Hospital, Nanjing Lishui District People's Hospital, Nanjing Pukou District Hospital of Traditional Chinese Medicine and Nanjing First Hospital., and were divided into 2 groups according to the presence or absence of combined HF. The general data and medical records of the two groups were compared, the clinical characteristics of COPD patients with HF were summarized, and the influencing factors of COPD patients with HF were analyzed by multivariate logistic regression. Results Among the 242 patients (31.31%) with COPD had HF, chronic paroxysmal dyspnea was the most common first symptom, 169 patients (69.83%) had left heart failure, 63 patients (30.17%) were diagnosed as right heart failure or global heart failure , 17 patients (7.02%) had myocardial infarction. Multivariate logistic regression analysis showed that the risk of HF was 1.678 times and 1.691times higher in COPD groups ≥ 50 years old and male COPD groups than in < 50 years old and female groups, respectively; the risk of HF was 1.491 times higher in COPD groups engaged in physical work than in physical work groups; the risk of HF was 1.447 times and 1.580 times higher in COPD groups with hypertension and coronary heart disease than in COPD groups without hypertension and coronary heart disease, respectively; the risk of HF was 1.859 times higher in COPD groups smoking>400 vial/year than in COPD groups≤400 vial/ year; the risk of HF was 1.757 times higher in COPD groups with acute exacerbation frequency≥2 times/year than in COPD groups<2 times/year; the above differences were statistically significant (P<0.05). Conclusion Attention should be paid to elderly, male and heavy physical work group of COPD patients. Active treatment of hypertension and coronary heart disease, effective tobacco control and reduction of the frequency of acute exacerbation are effective ways to reduce the risk of HF in COPD patients in Nanjing.
5.Rehabilitation effect of individual computer magnanimous therapy on patients with end-stage renal disease undergoing maintenance hemodialysis
Lanlan WU ; Junjie WANG ; Yunfang ZHANG ; Xuewei HUANG ; Yanyan SU ; Yeming LEI ; Yumin LI
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(8):698-705
Objective:To explore the rehabilitation effects of individual computer story-version magnanimous therapy (ICSMT) on patients with end-stage renal disease undergoing maintenance hemodialysis (MHD).Methods:A total of 120 patients with end-stage renal disease receiving MHD treatment at the Department of Nephrology Hemodialysis Center of Huadu District People's Hospital of Guangzhou from August 2022 to April 2024 were selected as the study subjects.They were randomly divided into control group ( n=60, receiving routine clinical treatment) and ICSMT group ( n=60, receiving routine clinical treatment combined with ICSMT for psychological intervention) by random number table method.The patients in the two groups were evaluated by the self-rating anxiety scale (SAS), self-rating depression scale (SDS), enterprising and magnanimous questionnaire (EMQ), the short-form-36 health survey (SF-36), and activity of daily living scale (ADL) before intervention and at 4-week post-intervention.Blood pressure, blood urea nitrogen (BUN), hemoglobin (Hb), and serum albumin (ALB) levels were also measured before the intervention and at the 4-week post-intervention.The clinical global impression scale (CGI) was used to evaluate clinical efficacy before the intervention, at the 2-week post-intervention, and at the 4-week post-intervention.Statistics analysis was performed using SPSS 29.0.1.0(171). Independent-samples t-test, paired t-test, Mann-Whitney U test and Wilcoxon signed-rank test were used for statistical analysis. Results:After 4 weeks of intervention, the SAS and SDS in the ICSMT group (49.0 (48.0, 50.0), 50.0 (49.0, 51.0)) were significantly lower than those in the control group (51.0 (50.0, 52.0), 52.0 (51.0, 53.0)) (both P<0.001). The enterprising subscore of the EMQ in the ICSMT group (35.0 (32.0, 37.0)) was significantly higher than that in the control group (31.0 (29.0, 34.0)) ( P<0.001). Furthermore, the differences of enterprising and magnanimous subscores between the two groups before and after intervention in the ICSMT group (2.0 (1.0, 4.0), 1.0 (-1.0, 2.0))were significantly higher than those in the control group (-1.0 (-1.0, 0), -1.0 (-1.2, 0)) (both P<0.05). Systolic and diastolic blood pressure values in the ICSMT group (130 (126, 134) mmHg, 85 (80, 88) mmHg)were significantly lower than those in the control group (145 (138, 152) mmHg, 93 (88, 99) mmHg)(1 mmHg=0.133 kPa) after 4 weeks of intervention(both P<0.05). After 4 weeks of intervention, the level of BUN in the ICSMT group (5.5 (3.7, 8.4) mmol/L) was significantly lower than that in the control group (9.1 (6.8, 11.4) mmol/L), while the level of Hb and ALB in the ICSMT group ((115.0±10.0)g/L, (38.3±3.2)g/L)were significantly higher than those in the control group ((104.0±12.0)g/L, (37.1±2.9)g/L) (all P<0.05). After 4 weeks of intervention, the physical functioning, role-physical, general health, vitality, social functioning, role-emotional, and mental health subscores of SF-36 in ICSMT group were all significantly higher than those in the control group (all P<0.05). After 4 weeks of intervention, the score of ADL in the ICSMT group (15.42±1.58)was significantly lower than that in the control group (16.78±2.06) ( t=-4.08, P<0.05). At the 2-week post-intervention and the 4-week post-intervention, the severity of illness (SI) and global improvement (GI) in the ICSMT group were significantly lower than those in the control group, while the efficacy index (EI) in the ICSMT group was significantly higher than that in the control group (all P<0.05). Conclusion:ICSMT can effectively promote the physical, psychological, and social functional rehabilitation of end-stage renal disease patients undergoing MHD, significantly improving their quality of life.
6.Phase Ⅲ, multicenter, randomized comparative study of LY01005 and Zoladex ? for patients with premenopausal breast cancer
Xiying SHAO ; Qingyuan ZHANG ; Zhaofeng NIU ; Man LI ; Jingfen WANG ; Zhanhong CHEN ; Ruizhen LUO ; Guangdong QIAO ; Jianguo WANG ; Liyuan QIAN ; Ronghua YANG ; Zhendong CHEN ; Jian WANG ; Yumin YAO ; Jianghua OU ; Tao SUN ; Qiao CHENG ; Yongsheng WANG ; Jian HUANG ; Hongying ZHAO ; Wuyun SU ; Zhong OUYANG ; Yu DING ; Lilin CHEN ; Sumei YANG ; Mengsheng CUI ; Aimin ZANG ; Enxiang ZHOU ; Peizhi FAN ; Jing ZHANG ; Qiang LIU ; Yuee TENG ; Hui LI ; Jianyun NIE ; Jin YANG ; Xiaojia WANG ; Zefei JIANG
Chinese Journal of Oncology 2025;47(4):340-348
Background:To compare the efficacy and safety of monthly administrations of gonadotropin releasing hormone (GnRH) agonists LY01005 and Zoladex ? in Chinese patients with premenopausal breast cancer. Methods:From October 2020 to November 2021, 188 premenopausal breast cancer patients were enrolled in 34 hospitals and randomized 1:1 to receive either LY01005 or Zoladex ? every 28 days for a total of three injections. All patients concomitantly received oral tamoxifen (TAM). The primary efficacy endpoint was cumulative probability of maintaining menopausal level [oestradiol (E2) ≤30 pg/ml] from day 29 to day 85. The second efficacy endpoint included changes in E2, luteinizing hormone (LH), and follicle-stimulating hormone (FSH) compared with the baseline. Pharmacokinetics (PK), pharmacodynamics (PD), and safety were analyzed. The study also evaluated the pharmacokinetic and pharmacodynamic characteristics of LY01005. Results:A total of 188 patients were randomised and 187 patients received either LY01005 or Zoladex ?. Cumulative probabilities of maintaining menopausal level (E2≤30 pg/ml) from day 29 to day 85 were 93.1% for LY01005 and 86.3% for Zoladex ?. The between-group difference was 6.8% (95% CI: -2.3%, 15.9%) and primary efficacy in the LY01005 group was not inferior to that in the Zoladex ? group. Changes in E2, LH, and FSH levels compared with the baseline were equivalent between the two groups (E2: 89.34% to 90.23% vs. 82.11% to 85.02%; LH: 88.89% to 95.52% vs. 89.70% to 97.02%; FSH: 75.36% to 80.85% vs.73.07% to 80.24%, respectively). After three consecutive doses of LY01005, the LH and FSH levels of the subjects showed a transient increase after the first dose, reached a peak on the second day and then started to decrease. The LH and FSH reached a lower level and remained at or below that level until the 85th day. Both treatments were well-tolerated. Conclusion:LY01005 is as effective as Zoladex ? in suppressing E2 to menopausal levels in Chinese patients with premenopausal breast cancer, with a similar safety profile.
7.A comparative study on guide access and ultrasonic access for fiber post removal
Bing GE ; Lumei HUANG ; Wenwei ZHU ; Ye ZHU ; Yumin WU ; Chen CHEN
STOMATOLOGY 2024;44(12):927-930,940
Objective To compare the advantages and disadvantages of two fiber post removal methods,guide-supported and ultra-sound assisted,for the removal of fiber posts in molars using in vitro experiments.Methods Twelve human extracted molars were ran-domly divided into a guide group and an ultrasound group for root canal treatment and fiber post restoration.The fiber posts were re-moved using digital guide and ultrasound instruments,respectively.The time of removal of fiber post and the degree of tooth tissue dam-age was compared between two groups.Results The operation time for each tooth in the ultrasound group was(11.14±1.62)minutes,while that in the guide group was(5.40±0.90)minutes.The ultrasound group had a significantly longer duration than the guide group,and the degree of crown damage to dental tissue was also significantly higher than that of the guide group.Conclusion Removing fiber posts with the support of guide can shorten clinical operation time,reduce technical sensitivity,and preserve remaining dental tissue as much as possible.
8.Differences of brain gray matter volume and functional connectivity in adolescent female borderline personality disorder and correlation with dysregulation
Liping ZHANG ; Chunyan YIN ; Guoping HUANG ; Yaming HANG ; Ya XIE ; Pei ZHANG ; Yumin ZHANG ; Minlu LIANG ; Yun WU ; Chun WANG
Chinese Journal of Psychiatry 2023;56(5):354-360
Objective:To analyze the abnormal features of brain structure and functional connection (FC) in adolescent female patients with borderline personality disorder (BPD) and to explore the relationship between brain structure and clinical severity.Method:Eighteen female patients with BPD and 18 healthy controls matched with sex, age and education level aged 12—17 were examined by resting functional magnetic resonance imaging (fMRI). The differences of gray matter volume (GMV) and functional connection between the two groups were compared by voxel-based morphometric measurement and functional connection method, and t-test was used to compare the differences between the two groups. Spearman correlation analysis was used to analyze the correlation between abnormal brain regions, brain regions with different functional connections and Borderline Symptom List (BSL-23) scores. Result:The GMV of the left inferior temporal gyrus ( t=4.23), the right inferior temporal gyrus ( t=4.85), and the left middle orbital frontal gyrus ( t=4.16) were significantly larger in the BPD group than those in the healthy controls (GRF corrected voxel P<0.005, cluster P<0.05 two-tails). FC decreased in left inferior temporal gyrus and right middle temporal gyrus ( t=-6.20), increased in the left inferior temporal gyrus and the right fusiform gyrus ( t=5.75), the left inferior temporal gyrus and the left inferior parietal marginal angular gyrus ( t=4.38;GRF corrected voxel P<0.005, cluster P<0.05, two-tailed). In the BPD group, the increase in orbital frontal gray matter volume was negatively correlated with the emotional items BSL9 (tension; r=-0.523, P=0.023), BSL14 (rapid emotional changes; r=-0.549, P=0.018), BSL15 (tolerated pain; r=-0.589, P=0.010), BSL17 (vulnerable; r=-0.554, P=0.017), BSL5 (self-injury; r=-0.616, P=0.006) and BSL18 (suicide attraction; r=-0.661, P=0.003) in the BSL-23. Conclusion:There are differences in the GMV of the inferior temporal and the left middle orbital frontal lobe in adolescent female patients with BPD. The FC abnormalities of the left inferior temporal and right middle temporal gyrus, the left inferior temporal gyrus and the right fusiform gyrus, the left inferior temporal gyrus and the left inferior parietal marginal angular gyrus, especially the changes of GMV in the orbital frontal brain structure might participate in the pathological mechanism of emotion regulation injury in patients with BPD.
9.Differences of brain gray matter volume and functional connectivity in adolescent female borderline personality disorder and correlation with dysregulation
Liping ZHANG ; Chunyan YIN ; Guoping HUANG ; Yaming HANG ; Ya XIE ; Pei ZHANG ; Yumin ZHANG ; Minlu LIANG ; Yun WU ; Chun WANG
Chinese Journal of Psychiatry 2023;56(5):354-360
Objective:To analyze the abnormal features of brain structure and functional connection (FC) in adolescent female patients with borderline personality disorder (BPD) and to explore the relationship between brain structure and clinical severity.Method:Eighteen female patients with BPD and 18 healthy controls matched with sex, age and education level aged 12—17 were examined by resting functional magnetic resonance imaging (fMRI). The differences of gray matter volume (GMV) and functional connection between the two groups were compared by voxel-based morphometric measurement and functional connection method, and t-test was used to compare the differences between the two groups. Spearman correlation analysis was used to analyze the correlation between abnormal brain regions, brain regions with different functional connections and Borderline Symptom List (BSL-23) scores. Result:The GMV of the left inferior temporal gyrus ( t=4.23), the right inferior temporal gyrus ( t=4.85), and the left middle orbital frontal gyrus ( t=4.16) were significantly larger in the BPD group than those in the healthy controls (GRF corrected voxel P<0.005, cluster P<0.05 two-tails). FC decreased in left inferior temporal gyrus and right middle temporal gyrus ( t=-6.20), increased in the left inferior temporal gyrus and the right fusiform gyrus ( t=5.75), the left inferior temporal gyrus and the left inferior parietal marginal angular gyrus ( t=4.38;GRF corrected voxel P<0.005, cluster P<0.05, two-tailed). In the BPD group, the increase in orbital frontal gray matter volume was negatively correlated with the emotional items BSL9 (tension; r=-0.523, P=0.023), BSL14 (rapid emotional changes; r=-0.549, P=0.018), BSL15 (tolerated pain; r=-0.589, P=0.010), BSL17 (vulnerable; r=-0.554, P=0.017), BSL5 (self-injury; r=-0.616, P=0.006) and BSL18 (suicide attraction; r=-0.661, P=0.003) in the BSL-23. Conclusion:There are differences in the GMV of the inferior temporal and the left middle orbital frontal lobe in adolescent female patients with BPD. The FC abnormalities of the left inferior temporal and right middle temporal gyrus, the left inferior temporal gyrus and the right fusiform gyrus, the left inferior temporal gyrus and the left inferior parietal marginal angular gyrus, especially the changes of GMV in the orbital frontal brain structure might participate in the pathological mechanism of emotion regulation injury in patients with BPD.
10.Study on improving the diagnostic performance of transrectal ultrasound for prostate cancer diagnosis based on deep learning
Lingyan ZHANG ; Chuan YANG ; Yumin ZHUO ; Yinying LIANG ; Jun HUANG
Chinese Journal of Ultrasonography 2022;31(1):43-49
Objective:To explore the application value of transrectal ultrasound images classification network model of prostate cancer based on deep learning in the classification of benign and malignant prostate tissue in transrectal ultrasound images.Methods:A total of 1 462 two-dimensional images of transrectal prostate biopsy with clear pathologic results(including 658 images of malignant tumor, 804 images of benign tumor) from 203 patients with suspicious prostate cancer(including 89 cases of malignant tumor, 114 cases of benign tumor) were collected from May 2018 to May 2021 in the First Affiliated Hospital of Jinan University. They were divided into the training database, validation database, and test database. And the training and validation database were used to train and obtain the intelligence-assisted diagnosis network model, and then the test database was used to test the network model and two ultrasound doctors of different ages. With pathologic diagnosis as the gold standard, the diagnostic performance among them was evaluated.Results:①The sensitivity of network model was 66.7% the specificity was 91.9%, the accuracy was 80.5%, the precision(positive predictive value) was 87.1%. The area under the ROC curve was 0.922. ②The accuracy of the junior and senior ultrasound doctors was 57.5%, 62.0%; the specificity was 62.0%, 66.3%; the sensitivity was 51.5%, 56.8%; the precision was 53.1%, 58.1%, respectively. ③The accuracy, sensitivity, specificity, precision of classification: the network model > the ultrasound doctors, the differences were significant( P<0.05); the senior ultrasound doctor>the junior ultrasound doctor, the differences were not significant( P>0.05). Conclusions:The intelligence-assisted diagnosis network model based on deep learning can classify benign and malignant prostate tissue in transrectal ultrasound images, improve the accuracy of ultrasound doctors in diagnosing prostate cancer. It is of great significance to improve the efficiency of screening for patients with high clinical suspicion of prostate cancer.


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