1.Deep learning models for automatic classification of echocardiographic views
Wenwen CHEN ; Ye ZHU ; Yiwei ZHANG ; Chun WU ; Yuman LI ; Ziming ZHANG ; Zhenxing SUN ; Mingxing XIE ; Li ZHANG
Chinese Journal of Medical Imaging Technology 2024;40(8):1124-1129
Objective To observe the value of deep learning(DL)models for automatic classification of echocardiographic views.Methods Totally 100 patients after heart transplantation were retrospectively enrolled and divided into training set,validation set and test set at a ratio of 7∶2∶1.ResNet18,ResNet34,Swin Transformer and Swin Transformer V2 models were established based on 2D apical two chamber view,2D apical three chamber view,2D apical four chamber view,2D subcostal view,parasternal long-axis view of left ventricle,short-axis view of great arteries,short-axis view of apex of left ventricle,short-axis view of papillary muscle of left ventricle,short-axis view of mitral valve of left ventricle,also 3D and CDFI views of echocardiography.The accuracy,precision,recall,F1 score and confusion matrix were used to evaluate the performance of each model for automatically classifying echocardiographic views.The interactive interface was designed based on Qt Designer software and deployed on the desktop.Results The performance of models for automatically classifying echocardiographic views in test set were all good,with relatively poor performance for 2D short-axis view of left ventricle and superior performance for 3D and CDFI views.Swin Transformer V2 was the optimal model for automatically classifying echocardiographic views,with high accuracy,precision,recall and F1 score was 92.56%,89.01%,89.97%and 89.31%,respectively,which also had the highest diagonal value in confusion matrix and showed the best classification effect on various views in t-SNE figure.Conclusion DL model had good performance for automatically classifying echocardiographic views,especially Swin Transformer V2 model had the best performance.Using interactive classification interface could improve the interpretability of prediction results to some extent.
2.Approach to a normotensive patient with primary aldosteronism
Ying SONG ; Wenwen HE ; Zhengping FENG ; Ziwei TANG ; Qifu LI ; Zeli YOU ; Xiaohua XIE ; Chenghui YANG
Chinese Journal of Endocrine Surgery 2023;17(3):376-377
The typical manifestations of primary aldosteronism (PA) are hypertension with or without hypokalemia, high aldosterone, and low renal level. However, PA with normal blood pressure is rare in clinical practice. This article reported the diagnosis and treatment of a patient with subclinical PA, admitted for "adrenal accidental tumor" with normal blood pressure and serum potassium. We summarized and analyzed the clinical characteristics and treatment strategies, in order to provide some reference for clinicians.
3.Inhibitory effect of distilled water on viability of human lens epithelial cells in vitro
Wenwen ZHANG ; Rongpei ZHANG ; Yajun LIU ; Zifang HE ; Si ZHANG ; Zhenggao XIE
Chinese Journal of Experimental Ophthalmology 2023;41(6):527-535
Objective:To investigate the effect of distilled water on the viability of human lens epithelial cells (LECs) cultured in vitro. Methods:A total of 156 anterior capsule specimens were collected from 156 patients (156 eyes) who were diagnosed with age-related cataract during phacoemulsification combined with intraocular lens implantation from May to December 2020 in Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School.The 156 specimens were divided into 312 small pieces.Of the 312 pieces, 157 pieces were divided into normal control group (23 pieces), positive control group (10 pieces), balanced salt solution (BSS) immersion group (61 pieces) and distilled water immersion group (63 pieces) using computer-generated random numbers.Normal control group received no treatment.Positive control group was directly fixed with a mass fraction of 4% histiocytes fixative solution.For the 61 pieces in BSS immersion group, 20 pieces were soaked for 1 minute, 21 pieces for 2 minutes, and 20 pieces for 3 minutes.For the 63 pieces in distilled water immersion group, 20 pieces were soaked for 1 minute, 23 pieces for 2 minutes, and 20 pieces for 3 minutes.Another 125 pieces were selected to simulate the cataract aspiration-irrigation according to the treatment in BSS immersion group and distilled water immersion group respectively, plus rinse in a bottle containing BSS at a height of 70 cm for 1 minute.Cell viability was detected by trypan blue-eosin staining.LECs density, dead cell count, cell death rate and percentage of shedding (%) were calculated.Of the remaining 30 pieces, every 15 pieces were divided into normal control group, BSS immersion group, and distilled water immersion for 1, 2 and 3 minutes groups, with 3 pieces in each group.BSS immersion group was immersed for 3 minutes, and the other four groups were treated as mentioned above, and the LECs structure of the four groups was observed by light microscopy and transmission electron microscopy.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School (No.2019-248-01). Written informed consent was obtained from each subject.Results:The boundaries of LECs in BSS treatment groups were clear, and there was no significant difference in morphology compared with normal control group.With time increasing, LECs in distilled water treatment groups gradually swelled, and the boundaries of dead cells were not clear.There were significant differences in LECs density, dead LECs count and LECs mortality ( F=13.459, 98.918, 130.600; all at P<0.001). The LECs density was lower in 2-minute and 3-minute distilled water treatment groups than in normal control group, showing statistically significant differences (both at P<0.05). The dead LECs count and LECs mortality were higher in 1-minute, 2-minute and 3-minute distilled water treatment groups than in normal control group and BSS treatment groups for the same time, and the differences were statistically significant (all at P<0.05). Only a few shed LECs were seen in normal control group, 1-minute, 2-minute and 3-minute BSS treatment groups, and BSS immersion combined rinse group.After different time of soaking, there were more shed LECs in distilled water immersion combined rinse group, and the range of LECs shedding increased with the extension of distilled water immersion.There was a significant difference in the shedding percentage of LECs among different groups ( F=123.670, P<0.001). The shedding percentages of LECs at different time points were higher in distilled water immersion groups and distilled water immersion combined rinse groups than in normal control group, and the difference was statistically significant (all at P<0.05). The shedding percentage of LECs increased significantly in distilled water immersion groups with the extension of immersion.Light microscopy showed that the cells were destroyed in 1-minute, 2-minute and 3-minute distilled water treatment groups, and some LECs shed in the 2-minute and 3-minute treatment groups.Transmission electron microscopy showed cell lysis and destruction, suborganelles swelling, disruption of intercellular junctions in 1-minute, 2-minute and 3-minute distilled water treatment groups, loose attachment between cells and capsule in the 2-minute and 3-minute treatment groups, and cell detachment from capsule in the 3-minute treatment group. Conclusions:Distilled water immersion leads to LECs death in a time-dependent manner, and distilled water immersion combined with rinse can remove LECs on the lens capsule.
4.A redox-responsive self-assembling COA-4-arm PEG prodrug nanosystem for dual drug delivery suppresses cancer metastasis and drug resistance by downregulating hsp90 expression.
Yi ZHOU ; Yingling MIAO ; Qiudi HUANG ; Wenwen SHI ; Jiacui XIE ; Jiachang LIN ; Pei HUANG ; Chengfeng YUE ; Yuan QIN ; Xiyong YU ; He WANG ; Linghao QIN ; Jianhai CHEN
Acta Pharmaceutica Sinica B 2023;13(7):3153-3167
Metastasis and resistance are main causes to affect the outcome of the current anticancer therapies. Heat shock protein 90 (Hsp90) as an ATP-dependent molecular chaperone takes important role in the tumor metastasis and resistance. Targeting Hsp90 and downregulating its expression show promising in inhibiting tumor metastasis and resistance. In this study, a redox-responsive dual-drug nanocarrier was constructed for the effective delivery of a commonly used chemotherapeutic drug PTX, and a COA-modified 4-arm PEG polymer (4PSC) was synthesized. COA, an active component in oleanolic acid that exerts strong antitumor activity by downregulating Hsp90 expression, was used as a structural and functional element to endow 4PSC with redox responsiveness and Hsp90 inhibitory activity. Our results showed that 4PSC/PTX nanomicelles efficiently delivered PTX and COA to tumor locations without inducing systemic toxicity. By blocking the Hsp90 signaling pathway, 4PSC significantly enhanced the antitumor effect of PTX, inhibiting tumor proliferation and invasiveness as well as chemotherapy-induced resistance in vitro. Remarkable results were further confirmed in vivo with two preclinical tumor models. These findings demonstrate that the COA-modified 4PSC drug delivery nanosystem provides a potential platform for enhancing the efficacy of chemotherapies.
5.Inhibitory effect of indocyanine green on biological behavior and transdifferentiation of human lens epithelial cells and its mechanism
Yajun LIU ; Yingdi ZHAO ; Wenwen ZHANG ; Si ZHANG ; Zifang HE ; Feifei CHEN ; Zhenggao XIE
Chinese Journal of Experimental Ophthalmology 2023;41(12):1160-1168
Objective:To investigate the inhibitory effect of indocyanine green (ICG) on biological behavior and transdifferentiation of human lens epithelial cells (HLECs) and its mechanism.Methods:HLECs were divided into blank control group, 5% glucose solution (GS) group and 0.5% ICG group, 1.5% ICG group and 2.5% ICG group, which were treated with balanced salt solution, 5% GS and 0.5%, 1.5% and 2.5% ICG solutions for 3 minutes, respectively, and then were incubated in fresh medium for 24 hours.The apoptosis level of HLECs was detected by flow cytometry.The expression levels of apoptosis-related proteins, Bcl-2-associated X protein (Bax), B-cell lymphoma-2 (Bcl-2), caspase-3 and caspase-9 were detected by Western blot.Cell proliferation was detected via the cell counting kit-8 (CCK-8) assay and 5-ethynyl-2'-deoxyuridine (EdU) incorporation assay.The migration ability of HLECs was detected by cell scratch assay.Cell migration and invasion were determined by Transwell assays.The expression levels transdifferentiation-related proteins, α-smooth muscle actin (α-SMA), nerve calcium adhesion protein (N-cadherin), fibronectin (FN) and vimentin were assessed by Western blot.Results:The apoptosis rates of blank control group, 5% GS group, 0.5% ICG group, 1.5% ICG group and 2.5% ICG group were (4.35±0.60)%, (4.63±0.19)%, (8.17±0.69)%, (13.90±0.33)% and (23.08±1.12)%, with a statistically significant difference in the overall comparison ( F=412.74, P<0.05). The apoptosis rate was significantly higher in 0.5% ICG group, 1.5% ICG group and 2.5% ICG group than in blank control group and 5% GS group (all at P<0.05). The relative expressions of caspase-3, caspase-9 and Bax proteins were significantly higher in 0.5% ICG group, 1.5% ICG group and 2.5% ICG group than in blank control group and 5% GS group, and the relative expression of Bcl-2 protein was lower in 1.5% ICG group and 2.5% ICG group than in blank control group and 5% GS group, and the differences were statistically significant (all at P<0.05). The rate of EdU-positive cells was significantly lower in 0.5% ICG group, 1.5% ICG group and 2.5% ICG groups than in blank control group and 5% GS group (all at P<0.05). The survival rate of cells was significantly lower in 0.5% ICG group, 1.5% ICG group and 2.5% ICG group than in blank control group and 5% GS group (all at P<0.05). The migration rates of scratch cells were significantly lower in 0.5% ICG group, 1.5% ICG group and 2.5% ICG group than in blank control group and 5% GS group, and the differences were statistically significant (all P<0.05). The number of migrating cells and the number of invading cells were significantly lower in 0.5% ICG group, 1.5% ICG group and 2.5% ICG group than in blank control group and 5% GS group (all at P<0.05). The relative expressions of α-SMA, N-cadherin and FN were significantly lower in 0.5% ICG group, 1.5% ICG group and 2.5% ICG group than in blank control group and 5% GS group, and the relative expression of vimentin was lower in 1.5% ICG group and 2.5% ICG group than in blank control group and 5% GS group, and the differences were statistically significant (all at P<0.05). Conclusions:ICG can promote HLECs apoptosis and inhibit HLECs proliferation, migration, invasion and transdifferentiation in a concentration-dependent manner.
6.Effect of local gene therapy on expression of Wnt3a and β-catenin in callus of distraction gap during mandibular distraction osteogenesis in rabbits
Tong LU ; Chunli ZHANG ; Wenwen ZHANG ; Shu WANG ; Sheng GAO ; Zhiyang XIE ; Chao HU ; Wensong SHANGGUAN ; Guoping WU
Chinese Journal of Medical Aesthetics and Cosmetology 2022;28(2):144-149
Objective:To investigate the effect of electroporation-mediated local gene therapy on the expression of Wnt3a and β-catenin in callus of distraction gap during mandibular distraction osteogenesis of rabbits.Methods:The experiments were conducted in the laboratory of the Affiliated Friendship Plastic Surgery Hospital of Nanjing Medical University from September 2019 to December 2019. Forty eight New-Zealand rabbits were randomly divided into control group (group A), gene therapy group (group B) and normal saline group (group C), with 16 rabbits in each group. After bilateral mandible osteotomy and distractors were implanted, the distractors were activated at a speed of 0.8 mm/d on 4th day, postoperatively, and lasted for 7 days, followed by consolidation period. Group A distracted only, group B was subject to local injection of recombinant plasmid pIRES-hBMP2-hVEGF165 in the distraction gap and electroporation stimulation at the beginning of activation distractors; and group C local injection of the same dose of normal saline in the distraction gap and electroporation stimulation at the beginning of activation distractors. Four animals in each group were sacrificed on the day at the end of distraction, 7th, 14th, 28th days of consolidation period, respectively. The callus in the distraction gap was taken for immunohistochemical staining and RT-PCR to detect the expression of Wnt3a and β-catenin, and image analysis was performed. SPSS 22.0 statistical software was used for data analysis.Results:Immunohistochemical staining showed that Wnt3a and β-catenin were mainly located in the cytoplasm and nuclei of fibroblasts, chondrocytes and osteoblasts in callus tissue. Immunohistochemistry and RT-PCR showed that the expression of Wnt3a and β-catenin reached a peak at the end of distraction. With the disappearance of distraction tension, the expression of Wnt3a and β-catenin gradually decreased. After gene therapy intervention, the expression of Wnt3a and β-catenin was significantly increased, and the expression of Wnt3a and β-catenin in group B was the highest at each time point, with statistically significant difference compared with groups A and C ( F=96.3, P<0.01). Conclusions:Gene therapy promotes the expression of Wnt3a and β-catenin in the callus of distraction gap, regulating the balance of the bone reconstruction system and thus promoting the formation of new bone in the distraction gap.
7.Survey on vision-related quality of life for visual impairment students in special school
Ting CHEN ; Ganlin XIE ; Wenwen YE ; Zhiyong MENG ; Yuhong XIE ; Luoming HUANG ; Jianmin HU ; Liquan DONG ; Wenjian SHI
Chinese Journal of Rehabilitation Theory and Practice 2022;28(1):119-124
Objective To investigate visual impairment students' quality of life and its influencing factors in Braille learning class at Quanzhou Special School. Methods November, 2020, 52 students (aged seven to 26) with the best corrected distance visual acuity of the better eye above 0.02 were investigated with near visual acuity, contrast sensitivity and Chinese-version Low Vision Quality of Life Questionnaire (CLVQOL). The subjects were divided into second grade blindness group, first grade low vision group and second grade low vision group according to the best corrected distance visual acuity of the better eye. Results There were significant differences in distance visual acuity (Z = 45.671, P < 0.001), near visual acuity (Z = 24.972, P < 0.001), and contrast sensitivity (CS) ( Z = 13.285, P = 0.001) among three groups. There was a correlation between near visual acuity and distance visual acuity (r = 0.74, P < 0.001), CS to distance visual acuity (r = -0.58, P < 0.001) and near visual acuity (r = -0.57, P < 0.001), score of CLVQOL and CS (r = 0.44, P < 0.001). There were significant differences in the total score (Z = 10.145, P = 0.006), distance visual acuity subscale (Z = 13.586, P = 0.001), psychological adjustment subscale (Z = 7.824, P = 0.020), reading and fine work subscale (Z = 7.923, P = 0.019) of CLVQOL among the three groups. Conclusion Quality of life is different with the visual impairment for students in special school, especially the distance visual acuity, psychological adjustment and fine reading. CS correlates to the quality of life of visually impaired students, which needs to be a part of evaluation of visual function.
8.Spatial clustering and dynamic change of mumps in Hubei Province in 2010-2020
Wenwen YANG ; Cong XIE ; Peng ZHANG ; Jing CAI ; Ran WU ; Shuqiong HUANG
Journal of Public Health and Preventive Medicine 2022;33(4):24-27
Objective To explore spatial clustering of mumps in Hubei Province during 2010-2020, and to provide evidence for mumps prevention and control. Methods The surveillance data of mumps during 2010-2020 in Hubei Province was obtained from the national infectious diseases reporting information system. Trend surface analysis and spatial autocorrelation analysis of mumps incidences at county/district levels were performed using ArcGIS10.5 software. Results Mumps incidence rates in Hubei Province during 2010-2018 ranged from 8.70 per 100 000 to 44.99 per 100 000. The trend surface analysis showed that mumps incidences gradually decreased from west to east, and was low in the middle and high at the north-south direction. Global spatial autocorrelation showed that there were positive spatial correlations in every year except 2012 and 2014 (Morans I> 0, P <0.05). Local autocorrelation analysis showed that the hotspots of mumps incidences varied every year from 2010 to 2020. Conclusions According to the spatial analysis, mumps incidences had obvious spatial clustering in Hubei Province. The hotspots were mainly concentrated in the northwestern region of Hubei, but the hot spots also extended to the urban areas of eastern, central and northern Hubei. It is necessary to take appropriate prevention and control measures in the high-incidence areas.
9.Comparison of design and clinical outcomes of two different digital osteotomy template for mandibular angle osteotomy
Chao HU ; Guoping WU ; Wensong SHANGGUAN ; Wenwen ZHANG ; Shu WANG ; Tong LU ; Sheng GAO ; Zhiyang XIE ; Xiang QIAO ; Yang ZHAO
Chinese Journal of Plastic Surgery 2022;38(4):392-398
Objective:To evaluate the accuracy and clinical outcomes of two different three-dimensional(3D) printed digital mandibular angle osteotomy templates.Methods:Female patients with a prominent mandibular angle(PMA) admitted to the same surgical team in the Friendship Plastic Surgery Hospital of Nanjing Medical University from March 2019 to July 2020 were selected as the research subjects. They were allocated into Group A and Group B alternately according to the order of admission. Group A was the conventional digital osteotomy template(CDOT) group, and Group B was the novel digital osteotomy template(NDOT) group. All patients underwent cone-beam computed tomography(CBCT) scan and 3D reconstruction before surgery. Preoperative CT data were imported into Mimics 19.0, and personalized mandibular angle osteotomy(MAO) line and digital osteotomy template(DOT) were designed according to patients’ conditions and requirements. In Group A, the DOTs were designed according to the part of mandibular angle to be removed(CDOT). And in Group B, the DOTs were designed according to to the part of reserved mandible(NDOT). The DOTs were created with a 3D printer. All patients were underwent bilateral MAO under the guidance of these DOTs through an intraoral approach. CBCT scan was also performed on all patients within 1 week after surgery, and incision healing, complications and lower facial contouring were observed. The mean time taken for positioning DOT and performing curved osteotomy, the volume of postoperative drainage on one side within 24 hours after surgery, and the deviations between the preoperative design and 3D reconstruction mode lower mandibular margin within 1 week after surgery were compared between the two groups.Results:A total of 20 female patients with PMA were included, including 10 patients in Group A, aged 20-31 years, with an average of 24.3±2.3 years. Group B consisted of 10 patients aged 22-30 years, with an average of 24.6±2.2 years. There was no significant difference in age between 2 groups ( P>0.05). All patients were successfully performed MAO without fracture, massive bleeding, infection and other complications, and the postoperative result were satisfactory. The mean time taken to position the DOT and perform MAO one side in Group A was (18.1±1.0) min, significantly longer than that in Group B (14.2±1.4) min ( P<0.05). The volume of postoperative drainage on one side within 24 hours in Group A and Group B was (107.9±12.5) ml and (112.1±13.8) ml, respectively ( P>0.05). The deviations between preoperative design and postoperative mandibular margin, at the anterior part was (2.7±1.2) mm in Group A, which was significantly larger than that of Group B[(1.6±0.9) mm]( P<0.05), the middle part deviation of Group A and B was (1.9±0.7) mm and (1.8±0.8) mm, respectively ( P>0.05), and the posterior part deviation of Group A was (2.8±1.1) mm, which was significantly higher than that of Group B (1.8±0.8 mm)( P<0.05). Conclusions:DOT assisted MAO can achieve accurate osteotomy and reduce the operative difficulty. The NDOT is easier to be located in the operation with more stable fixation, and the surgical efficiency and accuracy of osteotomy are higher than that of CDOT.
10.Effects of eyebrow arch augmentation with personalized PEEK implant assisted by endoscope
Shu WANG ; Zhiyang XIE ; Tong LU ; Chao HU ; Sheng GAO ; Wenwen ZHANG ; Wensong SHANGGUAN ; Yang ZHAO ; Guoping WU
Chinese Journal of Medical Aesthetics and Cosmetology 2022;28(3):185-188
Objective:To investigate the effect of eyebrow arch augmentation with personalized polyether ether ketone (PEEK) implant assisted by endoscope.Methods:From January 2019 to August 2021, 9 patients with low and flat eyebrow arch requiring eyebrow arch augmentation were treated in the plastic surgery department of the Friendship Plastic Surgery Hospital Affiliated to Nanjing Medical University. The cranial and maxillofacial CT scanning data were obtained before operation, the eyebrow arch elevation range and height were designed according to the patient's requirements, and personalized peek implants were manufactured. During the operation, a small temporal hairline incision was used to accurately separate the implantation cavity of individualized peek implants under the periosteum of the eyebrow arch implantation area with the aid of endoscope. Personalized PEEK implants were implanted under endoscope to make them fully fit with the eyebrow arch bone and fixed with titanium nails. Photos were taken and analyzed before and after operation.Results:All patients were followed up for 3 months to 2 years. Their facial expressions were normal, and there were no motor nerve injury, rejection and iatrogenic infection. The patients were satisfied with the postoperative effect. Compared with before operation, the low level of orbital bone in eyebrow area was improved, and the facial contour was three-dimensional and harmonious.Conclusions:The eyebrow arch augmentation with individualized peek implant assisted by endoscope is safe and effective. It can greatly reshape the upper contour of the face, deepen the upper eyelid fossa and improve the convex eye phenomenon, so as to achieve the cosmetic effect of enhancing the three-dimensional sense of the eyebrow orbital area, which is worthy of clinical application.


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