1.Application of the teaching mode integrated with humanistic spirit in the clinical practice teaching of gynecology
Fanling MENG ; Lianwei LI ; Xihai CHEN ; Xin NING ; Rong MA
Chinese Journal of Medical Education Research 2021;20(5):570-573
Objective:To explore the application effect of medical humanity quality education teaching mode integrated with humanistic spirit in clinical teaching of gynecology.Methods:Taking 60 undergraduate interns in gynecology department of Harbin Medical University Cancer Hospital as the experimental research objects, they were divided into experimental group and control group, with 30 students in each group. In clinical practice teaching, the experimental group adopted a teaching mode of integrating humanistic spirit, and the control group adopted a traditional teaching mode. The assessment results, teaching satisfaction and teaching effects were compared among the two groups of students. SPSS 22.0 was used for statistical analysis.Results:The students in the experimental group had higher scores of gynecological theory examination [(98.90±0.85) points] and the practical examination [(98.80±0.81) points] than the students in the control group had [(93.43±2.22) points and (92.77±2.37) points] ( P < 0.01). The teaching satisfaction of students in the experimental group was 100.00% when they leaving the department, and the satisfaction of teaching in the control group was 83.3%. The satisfaction of teaching in the experimental group was higher than that of the control group. After the internship, the experimental group was significantly superior than the control group in learning interest, problem-solving ability, self-learning ability, doctor-patient communication ability, and knowledge expansion ability ( P < 0.05). Conclusion:In the clinical teaching of gynecology, the implementation of personalized teaching and humanistic quality education mode has significantly improved the students' theoretical performance, practical performance and teaching satisfaction. The medical humanistic quality education model integrated with humanistic spirit plays an important role in clinical practice teaching.
2.The study on the segmentation of carotid vessel wall in multicontrast MR images based on U?Net neural network
Jifan LI ; Shuo CHEN ; Qiang ZHANG ; Yan SONG ; Canton GADOR ; Jie SUN ; Dongxiang XU ; Xihai ZHAO ; Chun YUAN ; Rui LI
Chinese Journal of Radiology 2019;53(12):1091-1095
Objective To investigate the value of automatic segmentation of carotid vessel wall in multicontrast MR images using U?Net neural network. Methods Patients were retrospectively collected from 2012 to 2015 in Carotid Atherosclerosis Risk Assessment (CARE II) study. All patients who recently suffered ischemic stroke and/or transient ischemic attack underwent identical, state?of?the?art multicontrast MRI technique. A total of 17 568 carotid vessel wall MR images from 658 subjects were included in this study after inclusion criteria and exclusion criteria. All MR images were analyzed using customized analysis platform (CASCADE). Randomly, 10 592 images were assigned into training dataset, 3 488 images were assigned into validating dataset and 3 488 images were assigned into test dataset according to a ratio of 6∶2∶2. Data augmentation was performed to avoid over fitting and improve the ability of model generalization. The fine?tuned U?Net model was utilized in the segmentation of carotid vessel wall in multicontrast MR images. The U?Net model was trained in the training dataset and validated in the validating dataset. To evaluate the accuracy of carotid vessel wall segmentation, the sensitivity, specificity and Dice coefficient were used in the testing dataset. In addition, the interclass correlation and the Bland?Altman analysis of max wall thickness and wall area were obtained to demonstrate the agreement of the U?Net segmentation and the manual segmentation. Results The sensitivity, specificity and Dice coefficient of the fine?tuned U?Net model achieved 0.878,0.986 and 0.858 in the test dataset, respectively. The interclass correlation (95% confidence interval) was 0.921 (0.915-0.925) for max wall thickness and 0.929 (0.924-0.933) for wall area. In the Bland?Altman analysis, the difference of max wall thickness was (0.037±0.316) mm and the difference of wall area was (1.182±4.953) mm2. The substantial agreement was observed between U?Net segmentation method and manual segmentation method. Conclusion Automatic segmentation of carotid vessel wall in multicontrast MR images can be achieved using fine?tuned U?Net neural network, which is trained and tested in the large scale dataset labeled by professional radiologists.
3. The study on the segmentation of carotid vessel wall in multicontrast MR images based on U-Net neural network
Jifan LI ; Shuo CHEN ; Qiang ZHANG ; Yan SONG ; Gador CANTON ; Jie SUN ; Dongxiang XU ; Xihai ZHAO ; Chun YUAN ; Rui LI
Chinese Journal of Radiology 2019;53(12):1091-1095
Objective:
To investigate the value of automatic segmentation of carotid vessel wall in multicontrast MR images using U-Net neural network.
Methods:
Patients were retrospectively collected from 2012 to 2015 in Carotid Atherosclerosis Risk Assessment (CARE II) study. All patients who recently suffered ischemic stroke and/or transient ischemic attack underwent identical, state-of-the-art multicontrast MRI technique. A total of 17 568 carotid vessel wall MR images from 658 subjects were included in this study after inclusion criteria and exclusion criteria. All MR images were analyzed using customized analysis platform (CASCADE). Randomly, 10 592 images were assigned into training dataset, 3 488 images were assigned into validating dataset and 3 488 images were assigned into test dataset according to a ratio of 6∶2∶2. Data augmentation was performed to avoid over fitting and improve the ability of model generalization. The fine-tuned U-Net model was utilized in the segmentation of carotid vessel wall in multicontrast MR images. The U-Net model was trained in the training dataset and validated in the validating dataset. To evaluate the accuracy of carotid vessel wall segmentation, the sensitivity, specificity and Dice coefficient were used in the testing dataset. In addition, the interclass correlation and the Bland-Altman analysis of max wall thickness and wall area were obtained to demonstrate the agreement of the U-Net segmentation and the manual segmentation.
Results:
The sensitivity, specificity and Dice coefficient of the fine-tuned U-Net model achieved 0.878,0.986 and 0.858 in the test dataset, respectively. The interclass correlation (95% confidence interval) was 0.921 (0.915-0.925) for max wall thickness and 0.929 (0.924-0.933) for wall area. In the Bland-Altman analysis, the difference of max wall thickness was (0.037±0.316) mm and the difference of wall area was (1.182±4.953) mm2. The substantial agreement was observed between U-Net segmentation method and manual segmentation method.
Conclusion
Automatic segmentation of carotid vessel wall in multicontrast MR images can be achieved using fine-tuned U-Net neural network, which is trained and tested in the large scale dataset labeled by professional radiologists.
4.Blood Vessel and Intraplaque Hemorrhage Simultaneous Imaging Sequence in Evaluation of the Integrity of Willis Circle
Yalun CHEN ; Le HE ; Huijun CHEN ; Xihai ZHAO ; Zhensen CHEN ; Ling TANG
Chinese Journal of Medical Imaging 2018;26(4):241-245,251
Purpose To investigate the value of simultaneousnon-contrast angiographyand intra-plaquehemorrhage (SNAP) in assessing Willis circle integrity of the brain using three-dimensional time of flight (TOF) MRA as a reference. Materials and Methods According to the inclusion criteria, a total of 62 patients with stroke symptoms within 3 months were collected. All patients underwent head SNAP and TOF on Philips 3.0T MR scanner. TOF and SNAP were treated respectively at the Philips workstation using maximum and minimum intensity projections to generate non-enhanced MRA images which were, afterwards, interpreted using blind reading to determine the presence or absence of individual blood vessels in the circle of Willis. In order to assess the consistency of the interpretation, all images were interpreted again 2 weeks later to avoid memory bias. Finally, The consistency of the two interpretations was analyzed, and the ability of SNAP and TOF in evaluating the integrity of Willis circle was compared. In addition, for 15 patients with VISTA images, the plaque of Willis circle vascular wall was evaluated using SNAP and VISTA images to compare their evaluation ability. Results The results of the first and second interpretations of SNAP and TOF were highly consistent. The arteries with exactly the same interpretation included left anterior cerebral artery A1 (LA1), right anterior cerebral artery A1 (RA1), left posterior cerebral artery P1 (LP1) and right posterior cerebral artery P1 (RP1) (Kappa=1.000). The results in terms of left posterior communicating artery (LPCoA) (Kappa=0.926 and 0.924, respectively), right posterior communicating artery (RPCoA) (Kappa=0.931 and 0.732, respectively) and integrity (Kappa=0.815 and 0.816, respectively) were relatively consistent, while there was a relatively low consistency in terms of anterior communicating artery (ACoA) (Kappa=0.640 and 0.675, respectively). In evaluating the constituent vessels of the circle of Willis and its integrity, SNAP and TOF showed good consistency. Vessels with identical SNAP and TOF interpretations include LA1, RA1, LP1, and RP1 (Kappa=1.000). The interpretation consistency of the two imaging techniques on LPCoA (Kappa=0.852 and 0.848), RPCoA (Kappa=0.796 and 0.796, respectively), and integrity (Kappa=0.701 and 0.742, respectively) was relatively high. While the consistency of SNAP and TOF in terms of ACoA was slightly lower (Kappa=0.680 and 0.714, respectively). In assessing the plaque of Willis circle vascular wall, the evaluation results of SNAP and VISTA were consistent. Conclusion As a non-enhanced angiography technique, the magnetic resonance SNAP sequence can well evaluate the integrity of Willis circle, as well as the presence or absence of plaque on Willis circle vascular wall.
5.Establishment and identification of the rat models of chondrocyte apoptosis induced by tumor necrosis factor-alpha
Houhuang CHEN ; Xiang SHAO ; Li LI ; Mingxia WU ; Xihai LI
Chinese Journal of Tissue Engineering Research 2017;21(4):527-531
BACKGROUND:Tumor necrosis factor-α(TNF-α), a main cytokine inducing chondrocyte apoptosis of osteoarthritis, plays a regulatory role in the process of osteoarthritis. OBJECTIVE:To compare the rat models of chondrocyte apoptosis induced by different mass concentrations of TNF-α, thus providing theoretical basis for further study on the regulation of drugs on chondrocyte apoptosis. METHODS:Chondrocytes were isolated from the knee cartilage of 4-week-old Sprague-Dawley rats of clean grade by mechanical l col agenase digestion and were then incubated with different mass concentrations of TNF-αto induce apoptosis. The morphology of chondrocytes was observed under inverted phase contrast microscope, cel s were identified using immunohistochemical staining of type II col agen, as wel as the cel viability and apoptosis were detected by MTT and DAPI, respectively. RESULTS AND CONCLUSION:(1) In vitro, the cytoplasm of chondrocytes was stained brown-yel ow by using immunohistochemical staining of type II col agen. (2) At 48 hours, the apoptosis rate of chondrocytes induced by 10, 20 and 30μg/L TNF-αwas significantly higher than that of the 0μg/L TNF-α(P<0.01), and the apoptosis rate of chondrocytes induced by 40μg/L TNF-αwas significantly higher than that of the 10μg/L TNF-α(P<0.01). (3) The viability of chondrocytes induced by 10, 20 and 40μg/L TNF-αwas significantly lower than that of the 0μg/L TNF-α(P<0.01). In detail, the viability of chondrocytes induced by 20μg/L TNF-αwas lower than that of the 10μg/L TNF-α(P<0.05);the viability of chondrocytes induced by 40μg/L TNF-αwas significantly lower than that of the 10 and 20μg/L TNF-α(P<0.01, P<0.05). (4) These results suggest that 20μg/L TNF-αcan successful y induce the chondrocyte apoptosis model.
6.Electroacupuncture delays articular cartilage degeneration in osteoarthritisvia Ras-Raf-MEK1/2-ERK1/2 signaling pathway
Changlong FU ; Houhuang CHEN ; Dingyu ZHU ; Zhuile WU ; Xin XU ; Chunsong ZHENG ; Li LI ; Xianxiang LIU ; Xihai LI ; Mingxia WU
Chinese Journal of Tissue Engineering Research 2017;21(24):3790-3795
BACKGROUND:Previous studies have found that electroacupuncture can delay articular cartilage degeneration mediated by JAK-STAT signaling pathway through upregulating the expression level of transforming growth factor β1 as well as mRNA expression levels of STAT3, Smad3 and LepR. In the meanwhile, electroacupuncture can inhibit the mRNA expression of p38 and Fas mRNA mediated by MAPK signaling pathways, further inhibiting the apoptosis of chondrocytes. OBJECTIVE: To explore the effect of electroacupuncture on the degeneration of articular cartilage in rats with knee osteoarthritis based on Ras-Raf-MEK1/2-ERK1/2 signaling pathway. METHODS:120 male healthy Sprague-Dawley rats aged 2 months olds were selected and randomly divided into normal, model, 15-minite electroacupuncture and 30-minute electroacupuncture groups (n=30 per group). The rats in the latter three groups received the intra-articular injection of 4% papain bilaterally, and the remaining rats received no intervention. At 2 weeks after modeling, the latter two groups were respectively given 15- and 30-minute electroacupuncture, five times weekly for consecutive 12 weeks. The morphology of the cartilage was observed by hematoxylin-eosin staining, the expression level of interleukin-1β in the synovium was detected by ELISA assay, and the protein expression levels of Ras, Raf, MEK1/2, ERK1/2, C-MYC, C-FOS, and C-JUN were detected by western blot analysis. RESULTS AND CONCLUSION: Hematoxylin-eosin staining showed that: in the model group, the cartilage surface was rough, the cartilage layer became thinner, and the cartilage structure was damaged with incomplete tidal line; in the 15- and 30-minute electroacupuncture groups, the cartilage structure was complete with clear layers and complete tidal line. ELISA showed that the expression level of interleukin-1β in the model group was significantly higher than that in the normal group (P< 0.01), and the level in the 15- and 30-minute electroacupuncture groups was significantly lower than that in the model group (P < 0.05). Western blot assay found that compared with the normal group, the protein expression levels of Ras, Raf, MEK1/2, ERK1/2, C-MYC, C-FOS, and C-JUN were increased in the model group. However, all above protein levels except ERK1/2 in the 15- and 30-minute electroacupuncture groups were significantly lower than those in the model group (P < 0.01,P < 0.05). To conclude, electroacupuncture inhibits the degeneration of articular cartilage in osteoarthritisvia Ras-Raf-MEK1/2-ERK1/2 signaling pathway and downregulating the expression level of interleukin-1β.
7.Influences of statin treatment on MR vessel wall imaging-observed characteristics of atherosclerotic plaque in the thoracic aorta in the elderly
Changwu ZHOU ; Cheng LI ; Xihai ZHAO ; Fang DU ; Wei WANG ; Huiyu QIAO ; Le HE ; Rui LI ; Huijun CHEN ; Qiang ZHANG ; Chun YUAN
Chinese Journal of Geriatrics 2017;36(4):412-416
Objective To evaluate the influences of statin treatment on MR vessel wall imagingobserved characteristics of atherosclerotic plaque in the thoracic aorta of the elderly.Methods Elderly subjects (≥ 60 years) without any serious cerebro-cardiovascular diseases were recruited.Thoracic aorta was imaged on MR scanner for all the subjects.The plaque burden was calculated quantitatively,the composition of plaque in thoracic aorta was evaluated qualitatively,and the contributions of statin treatment to these characteristics were also compared by image interpretation personals.The thoracic aorta was divided into three segments (AAO:ascending aorta;AOA:aortic arch,and DOA:descending aorta)on the imaging.Results Totally 55 recruited subjects had atherosclerotic plaque in thoracic aorta,with 24 subjects receiving statin treatment,and 50 % (12/24) male,aged 73.8±6.3 years.The level of LDL C[(2.4±0.7)mmol/L vs.(3.1±0.8)mmol/L(P< 0.01)]and total cholesterol[(4.4±0.6)mmol/L vs.(5.1 ±1.0)mmol/L(P<0.01)]were significantly lower in statin group than in non-statin group.The lumen area,wall area,and total vessel area in all three segments of thoracic aorta were significantly smaller in statin group(all P<0.05)than in nonstatin group.The average wall thickness in segment of AOA[(2.7±0.3)mm vs.(2.8±0.4)mm(P<0.01)]and DAO[(2.5±0.4)mm vs.(2.6±0.5)mm(P<0.01)]were smaller in statin group than in non-statin group.The incidence rate of intraplaque hemorrhage / mural thrombus [6 cases (25.0%) vs.8 cases(25.8 %)]in thoracic aorta was a little lower in statin group than in non-statin group,with no significant difference(P>0.05).Conclusions Statin treatment decreases LDL-C level,reduces the burden of atherosclerotic plaque in thoracic aorta,and maintains the atherosclerotic plaque stability.
8.Magnetic resonance imaging characteristics of unilateral versus bilateral intraplaque hemorrhage in patients with carotid atherosclerotic plaques
Yuanyuan CUI ; Xiaoyi CHEN ; Lu MA ; Mingming LU ; Guoen YAO ; Jiafei YANG ; Xihai ZHAO ; Jianming CAI
Journal of Southern Medical University 2017;37(4):517-521
Objective To investigate the difference in the vulnerability of carotid atherosclerotic plaques in patients with unilateral and bilateral intraplaque hemorrhage (IPH). Methods A retrospective analysis was conducted among 44 patients with unilateral IPH (30 cases) or bilateral IPH (14 cases) in the carotid plaques detected by magnetic resonance imaging (MRI) in our hospital between December, 2009 and December, 2012. The age, maximum wall thickness and incidence of fibrous cap rupture were compared between the two groups. Results Compared with those with unilateral IPH, the patients with bilateral IPHs had a significantly younger age (66.6 ± 9.4 years vs 73.7 ± 9.0 years, P=0.027), a significantly greater maximum plaque thickness (6.3 ± 1.9 mm vs 5.0 ± 1.3 mm, P=0.035) and a higher incidence of ulcers (50% vs 13.3%, P=0.025). Logistic regression analysis revealed a significant association between bilateral IPHs and the occurrence of ulcer with an odd ratio (OR) of 6.5 (95%confidence interval [CI]:1.5-28.7, P=0.014). After adjustment for gender in Model 1, bilateral IPHs were still significantly associated with presence of ulcer (OR=5.7, 95%CI: 1.1-29.2, P=0.036). But after adjustment for age (P=0.131) or maximum plaque thickness (P=0.139) in model 2, no significant correlation was found between bilateral IPHs and the presence of ulcer. Conclusion Compared with patients with unilateral IPH, those with bilateral IPHs are at a younger age and have a greater plaque burden and a higher incidence of fibrous cap rupture, suggesting a greater vulnerability of the carotid plaques in patients with bilateral IPHs.
9.Magnetic resonance imaging characteristics of unilateral versus bilateral intraplaque hemorrhage in patients with carotid atherosclerotic plaques
Yuanyuan CUI ; Xiaoyi CHEN ; Lu MA ; Mingming LU ; Guoen YAO ; Jiafei YANG ; Xihai ZHAO ; Jianming CAI
Journal of Southern Medical University 2017;37(4):517-521
Objective To investigate the difference in the vulnerability of carotid atherosclerotic plaques in patients with unilateral and bilateral intraplaque hemorrhage (IPH). Methods A retrospective analysis was conducted among 44 patients with unilateral IPH (30 cases) or bilateral IPH (14 cases) in the carotid plaques detected by magnetic resonance imaging (MRI) in our hospital between December, 2009 and December, 2012. The age, maximum wall thickness and incidence of fibrous cap rupture were compared between the two groups. Results Compared with those with unilateral IPH, the patients with bilateral IPHs had a significantly younger age (66.6 ± 9.4 years vs 73.7 ± 9.0 years, P=0.027), a significantly greater maximum plaque thickness (6.3 ± 1.9 mm vs 5.0 ± 1.3 mm, P=0.035) and a higher incidence of ulcers (50% vs 13.3%, P=0.025). Logistic regression analysis revealed a significant association between bilateral IPHs and the occurrence of ulcer with an odd ratio (OR) of 6.5 (95%confidence interval [CI]:1.5-28.7, P=0.014). After adjustment for gender in Model 1, bilateral IPHs were still significantly associated with presence of ulcer (OR=5.7, 95%CI: 1.1-29.2, P=0.036). But after adjustment for age (P=0.131) or maximum plaque thickness (P=0.139) in model 2, no significant correlation was found between bilateral IPHs and the presence of ulcer. Conclusion Compared with patients with unilateral IPH, those with bilateral IPHs are at a younger age and have a greater plaque burden and a higher incidence of fibrous cap rupture, suggesting a greater vulnerability of the carotid plaques in patients with bilateral IPHs.
10.Tougu Xiaotong Granule containing serum induces cartilage differentiation of bone marrow stromal stem cells
Boling LIU ; Xihai LI ; Lichun XIAO ; Guiqing LIANG ; Guangwen WU ; Zhaohui LI ; Qiyong CHEN
Chinese Journal of Tissue Engineering Research 2013;(32):5863-5870
BACKGROUND:Bone marrow stromal stem cel s have multilineage differentiation capacity and can differentiate into transparent chondrocytes under certain conditions, which can provide new thoughts for treatment of osteoarthritis. OBJECTIVE:To investigate the effects of Tougu Xiaotong Granule containing serum on the cartilage differentiation of bone marrow stromal stem cel s. METHODS:Bone marrow stromal stem cel s from Sprague-Dawley rat limbs were cultured in vitro, and those cel s at passage 3 were used in the study. Cel s were divided into six groups:saline serum group, Tougu Xiaotong Granule water extract group, Tougu Xiaotong Granule alcohol extract group, chondroinductive group, Tougu Xiaotong Granule water extract and chondroinductive group, Tougu Xiaotong Granule alcohol extract and chondroinductive group. The Sox9, col agen Ⅱ, and col agen X mRNA and protein expression levels were tested by real-time polymerase chain reaction and western blot analysis. RESULTS AND CONCLUSION:After cel s were intervened with drug-containing serum for 14 days, the Sox9, col agen Ⅱ, and col agen X mRNA and protein expression in Tougu Xiaotong Granule water extract group, Tougu Xiaotong Granule alcohol extract group, chondroinductive group, Tougu Xiaotong Granule water extract and chondroinductive group, Tougu Xiaotong Granule alcohol extract and chondroinductive group were significantly higher than that in saline serum group (P<0.05, P<0.01). In addition, the chondroinductive group, Tougu Xiaotong Granule water extract serum and chondroinductive group, Tougu Xiaotong Granule alcohol extract and chondroinductive group showed significantly higher expression levels than Tougu Xiaotong Granule water extract serum group, Tougu Xiaotong Granule alcohol extract group (P<0.01). Sox9 expression in Tougu Xiaotong Granule water extract serum and chondroinductive group were significantly higher than that in the chondroinductive group. Experimental findings indicate that, Tougu Xiaotong Granule containing serum can accelerate bone marrow stromal stem cel s differentiate into cartilage cel s by up-regulation of Sox9 expression.

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