1.Artificial intelligence and cervical spine image recognition:application prospects and challenges
Simin WANG ; Dezhou ZHANG ; Jing ZHAO ; Chaoqun WANG ; Kun LI ; Jie CHEN ; Xue BAI ; Hailong ZHAO ; Shaojie ZHANG ; Yuan MA ; Yunteng HAO ; Yang YANG ; Zhijun LI ; Jun SHI ; Xing WANG
Chinese Journal of Tissue Engineering Research 2025;29(33):7231-7240
BACKGROUND:Cervical spondylosis is a chronic degenerative disease that has become one of the most common and frequent diseases threatening human health.At present,the initial diagnosis of the cervical spine and its surrounding structures mainly relies on the interpretation of medical images by radiologists,which not only requires a high level of technical requirements for operators,but also has the disadvantages of strong subjectivity,high labor intensity,and low efficiency.With the rapid development of artificial intelligence technology,its powerful data processing and image recognition capabilities have shown broad application prospects in the medical field.Deep learning has also made certain progress in the research of spinal diseases.OBJECTIVE:To summarize the current status and research progress in the application of artificial intelligence technology in cervical spine imaging images in recent years,evaluating the performance of artificial intelligence models as well as future trends and challenges to be overcome.METHODS:The first author searched the relevant articles in WanFang,CNKI,and PubMed in June 2024.The Chinese search terms were"artificial intelligence,deep learning,cervical spine."English serach terms were"artificial intelligence,Al,cervical vertebrae,cervical."Finally,101 articles were included and analyzed.RESULTS AND CONCLUSION:(1)Artificial intelligence technology can realize automatic segmentation of cervical vertebrae and measurement of curvature change by segmentation,classification,landmarks recognition of medical image parts,detect cervical vertebral fracture,nerve root,and spinal cord type cervical spondylosis,identify cervical spine ossification of posterior longitudinal ligament,and predict post-surgery related risk factors and cervical vertebra maturation classification.(2)Although artificial intelligence technology has shown great potential in the field of cervical spine research,it is still in the early stages of exploration and rapid development,with unlimited room for development and innovation.
2.Efficacy and safety of a facilitated percutaneous coronary intervention with half-dose recombinant staphylokinase in ST-segment elevation myocardial infarction
Tian-yu WU ; Wen-hao ZHANG ; Peng-sheng CHEN ; Chen LI ; Tian WU ; Zhan LÜ ; Tong WANG ; Kun LIU ; Zhi-wen TAO ; Xiao-xuan GONG ; Liang YUAN ; Yong LI ; Bo CHEN ; Xin CHEN ; Zeng-guang CHEN ; Nai-quan YANG ; Yuan-yuan SANG ; Xiao-yan WANG ; Bai-hong LI ; Li ZHU ; Guo-yu WANG ; Xin ZHAO ; Chuan LU ; Jun JIANG ; Rui-na HAO ; Chun-jian LI
Chinese Journal of Interventional Cardiology 2025;33(8):431-438
Objective To investigate the clinical efficacy and safety of facilitated percutaneous coronary intervention(PCI)with half-dose recombinant staphylokinase(r-SAK)in patients with ST-segment elevation myocardial infarction(STEMI)who are expected to undergo PCI within 120 minutes.Methods From October 2021 to August 2022,a total of 200 STEMI patients in eight centers were included and randomly assigned in a 1﹕1 ratio to either r-SAK group or control group.Patients received loading doses of aspirin and ticagrelor and intravenous heparin and were randomized to receive an intravenous bolus of either 5 mg r-SAK or normal saline prior to PCI.The outcomes were set as ST-segment resolution(STR)at 60-90 minutes after PCI,the proportion and transition of pathological Q waves on the 5th day after PCI,and the proportion of high-sensitivity cardiac troponin T(hs-cTnT)peaking within 12 hours of onset.The safety outcome was major bleeding events defined as Bleeding Academic Research Consortium(BARC)≥type 3 bleeding during hospitalization.Results Compared with the control group,the r-SAK group had a higher proportion of STR≥70%within 60-90 minutes after PCI(58.3%vs.40.3%,P=0.009);a lower proportion of pathological Q waves(59.1%vs.74.1%,P=0.040);a lower rate of Q wave progression(14.8%vs.43.2%,P<0.001);a higher rate of Q wave disappearance(12.5%vs.3.7%,P=0.027);and a higher proportion of hs-cTnT peaking within 12 hours of symptom onset[31/40(77.5%)vs.17/33(51.5%),P=0.027].Regarding the safety outcome,no significant difference in BARC≥type 3 bleeding was found between the two groups during hospitalization(P>0.05).Conclusions For STEMI patients who were expected to undergo primary PCI within 120 minutes of symptom onset,the facilitated PCI with half-dose r-SAK significantly increased the proportion of STR≥70%at 60-90 minutes after PCI,reduced the formation of pathological Q waves,and shortened the time to peak hs-cTnT,without increasing the risk of bleeding,which should be an alternative reperfusion strategy worthy of further study.
3.Efficacy and safety of a facilitated percutaneous coronary intervention with half-dose recombinant staphylokinase in ST-segment elevation myocardial infarction
Tian-yu WU ; Wen-hao ZHANG ; Peng-sheng CHEN ; Chen LI ; Tian WU ; Zhan LÜ ; Tong WANG ; Kun LIU ; Zhi-wen TAO ; Xiao-xuan GONG ; Liang YUAN ; Yong LI ; Bo CHEN ; Xin CHEN ; Zeng-guang CHEN ; Nai-quan YANG ; Yuan-yuan SANG ; Xiao-yan WANG ; Bai-hong LI ; Li ZHU ; Guo-yu WANG ; Xin ZHAO ; Chuan LU ; Jun JIANG ; Rui-na HAO ; Chun-jian LI
Chinese Journal of Interventional Cardiology 2025;33(8):431-438
Objective To investigate the clinical efficacy and safety of facilitated percutaneous coronary intervention(PCI)with half-dose recombinant staphylokinase(r-SAK)in patients with ST-segment elevation myocardial infarction(STEMI)who are expected to undergo PCI within 120 minutes.Methods From October 2021 to August 2022,a total of 200 STEMI patients in eight centers were included and randomly assigned in a 1﹕1 ratio to either r-SAK group or control group.Patients received loading doses of aspirin and ticagrelor and intravenous heparin and were randomized to receive an intravenous bolus of either 5 mg r-SAK or normal saline prior to PCI.The outcomes were set as ST-segment resolution(STR)at 60-90 minutes after PCI,the proportion and transition of pathological Q waves on the 5th day after PCI,and the proportion of high-sensitivity cardiac troponin T(hs-cTnT)peaking within 12 hours of onset.The safety outcome was major bleeding events defined as Bleeding Academic Research Consortium(BARC)≥type 3 bleeding during hospitalization.Results Compared with the control group,the r-SAK group had a higher proportion of STR≥70%within 60-90 minutes after PCI(58.3%vs.40.3%,P=0.009);a lower proportion of pathological Q waves(59.1%vs.74.1%,P=0.040);a lower rate of Q wave progression(14.8%vs.43.2%,P<0.001);a higher rate of Q wave disappearance(12.5%vs.3.7%,P=0.027);and a higher proportion of hs-cTnT peaking within 12 hours of symptom onset[31/40(77.5%)vs.17/33(51.5%),P=0.027].Regarding the safety outcome,no significant difference in BARC≥type 3 bleeding was found between the two groups during hospitalization(P>0.05).Conclusions For STEMI patients who were expected to undergo primary PCI within 120 minutes of symptom onset,the facilitated PCI with half-dose r-SAK significantly increased the proportion of STR≥70%at 60-90 minutes after PCI,reduced the formation of pathological Q waves,and shortened the time to peak hs-cTnT,without increasing the risk of bleeding,which should be an alternative reperfusion strategy worthy of further study.
4.Artificial intelligence and cervical spine image recognition:application prospects and challenges
Simin WANG ; Dezhou ZHANG ; Jing ZHAO ; Chaoqun WANG ; Kun LI ; Jie CHEN ; Xue BAI ; Hailong ZHAO ; Shaojie ZHANG ; Yuan MA ; Yunteng HAO ; Yang YANG ; Zhijun LI ; Jun SHI ; Xing WANG
Chinese Journal of Tissue Engineering Research 2025;29(33):7231-7240
BACKGROUND:Cervical spondylosis is a chronic degenerative disease that has become one of the most common and frequent diseases threatening human health.At present,the initial diagnosis of the cervical spine and its surrounding structures mainly relies on the interpretation of medical images by radiologists,which not only requires a high level of technical requirements for operators,but also has the disadvantages of strong subjectivity,high labor intensity,and low efficiency.With the rapid development of artificial intelligence technology,its powerful data processing and image recognition capabilities have shown broad application prospects in the medical field.Deep learning has also made certain progress in the research of spinal diseases.OBJECTIVE:To summarize the current status and research progress in the application of artificial intelligence technology in cervical spine imaging images in recent years,evaluating the performance of artificial intelligence models as well as future trends and challenges to be overcome.METHODS:The first author searched the relevant articles in WanFang,CNKI,and PubMed in June 2024.The Chinese search terms were"artificial intelligence,deep learning,cervical spine."English serach terms were"artificial intelligence,Al,cervical vertebrae,cervical."Finally,101 articles were included and analyzed.RESULTS AND CONCLUSION:(1)Artificial intelligence technology can realize automatic segmentation of cervical vertebrae and measurement of curvature change by segmentation,classification,landmarks recognition of medical image parts,detect cervical vertebral fracture,nerve root,and spinal cord type cervical spondylosis,identify cervical spine ossification of posterior longitudinal ligament,and predict post-surgery related risk factors and cervical vertebra maturation classification.(2)Although artificial intelligence technology has shown great potential in the field of cervical spine research,it is still in the early stages of exploration and rapid development,with unlimited room for development and innovation.
5.Progress of biomacromolecule drug nanodelivery systems in the treatment of rare diseases
Shu-jie WEI ; Han-xing HE ; Jin-tao HAO ; Qian-qian LV ; Ding-yang LIU ; Shao-kun YANG ; Hui-feng ZHANG ; Chao-xing HE ; Bai XIANG
Acta Pharmaceutica Sinica 2024;59(7):1952-1961
Rare diseases still lack effective treatments, and the development of drugs for rare diseases (known as orphan drugs) is an urgent medical problem. As natural active ingredients in living organisms, some biomacromolecule drugs have good biocompatibility, low immunogenicity, and high targeting. They have become one of the most promising fields in drug research and development in the 21st century. However, there are still many obstacles in terms of
6.Difference in Nocturnal Erectile Function Between SRPE Patients and Normal People
Hai-bing HU ; Kun-kun ZHAO ; Yong-yi CHEN ; Yuan-hao LI ; Wen-jun BAI ; Ping LI
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(4):691-696
ObjectiveTo compare the nocturnal erectile function between SRPE patients and normal people. MethodsFrom July 1st, 2019 to December 15th, 2022, a clinical comparative study was conducted on 29 SRPE patients (experimental group) and 58 volunteers (control group) who visited our urology department. The Rigiscan System was used to monitor sleep monitoring time, the number of nocturnal erections and the rigidity, duration and circumference growth of the penis when the erection reached 60%~79% and 80%~100%, respectively. The patients and volunteers were asked to make written records when they woke up, and then the total number of awakenings and the number of awakenings when the penis erection reached 60% and 80% were compared between the two groups. ResultsAge was eliminated by matching. There was no statistically significant difference in sleep monitoring time, rigidity, circumference growth and duration of the penis when the erection reached 60%~79% and 80%~100%. between the two groups. In terms of sleep, there was a statistically significant difference in the total number of awakenings between the two groups[3(2 ~ 4)vs 0(0 ~ 0),P<0.01] .And the same was true for the number of awakenings when the penis erection exceeded 60%~79% [1(0 ~ 1)vs 0(0 ~ 0),P<0.01]and 80%~100% [2(1 ~ 3)vs 0(0 ~ 0),P<0.01]. ConclusionRigiscan monitoring showed that there was no difference between SRPE patients and normal male in nocturnal penile erection function. Painful awakening usually occurs when the penis erection reaches 60%~79% or 80%~100%, which reveals that SRPE may be caused by abnormal sensation of nocturnal erections or pain sensitivity in some of these patients.
7.Influence of age on advanced neoplasia detection in colorectal cancer screening in population at high risk.
Jin Hua YANG ; Xing Lin FEI ; Qi Long LI ; Zeng Hao XU ; Kai GAO ; Hao BAI ; Jia Yu LI ; Meng Ling TANG ; Jian Bin WANG ; Ming Juan JIN ; Kun CHEN
Chinese Journal of Epidemiology 2022;43(8):1282-1287
Objective: To compare the detection rate of advanced neoplasia and the number of people needing endoscopy in colorectal cancer screening giving at different starting age in population at high risk. Methods: Based on the screening project of early diagnosis and treatment of colorectal cancer in Jiashan county, Zhejiang province, two rounds of colorectal cancer screening were conducted between January 2007 and December 2020. After excluding participants who were not at high risk or had incomplete information, 27 130 participants and 31 205 participants were finally enrolled in round one and in round two, respectively. The spline analysis based on the generalized additive model was used to describe the trend of detection rate of advanced neoplasia with age. The detection rate and number of people needing endoscopy for the groups with starting age at 50, 45 and 40 years were calculated, and the differences in the detection rate were tested by χ2 goodness of fit test. Results: A total of 21 077 (77.69%) participants in round one and 25 249 (80.91%) participants in round two received endoscopy, in whom 1 097 (detection rate=52.05‰) and 1 151 (detection rate=45.59‰) had advanced neoplasia (cancers and advanced adenomas), respectively. The detection rate increased significantly with age, and the detection rate in round one were significantly higher than that in round two (P<0.05). The overall detection rates of advanced neoplasia for the groups with starting age at 50, 45 and 40 years were 61.11‰, 56.14‰ and 52.05‰ in round one, and 49.10‰, 46.75‰ and 45.59‰ in round two, respectively. The rates were significantly higher for the group with starting age at 50 years than that with starting age at 40 years in both round one and round two (P<0.05). The numbers of people needing endoscopy of advanced neoplasia for the groups with starting age at 50, 45 and 40 years were 17, 18, and 20 in round one, and 21, 22 and 22 in round two. Conclusions: The detection rate of advanced neoplasia increased with age. Starting screening at lower age might contribute to decreased detection rate and increased number of people needing endoscopy. However, the difference was limited.
Adult
;
Colorectal Neoplasms/epidemiology*
;
Early Detection of Cancer
;
Humans
;
Mass Screening
;
Middle Aged
;
Occult Blood
8.Protective Effect of Ficus pandurata Extract on Alcohol-induced Acute Liver Injury Base on Pyroptosis
Hui-ting FENG ; Wei-bo DAI ; Sha-sha BAI ; Chong-kun SHEN ; Wen-hao WEN ; Sai-nan CUI ; Yong-fei CUI ; Rong ZHANG ; Wei-wen PENG
Chinese Journal of Experimental Traditional Medical Formulae 2020;26(13):125-131
Objective:To study the protective effect of
9.Incidence and risk factors of liver abscess after radiofrequency ablation for liver cancer
Song WANG ; Yanhong HAO ; Wei YANG ; Wei WU ; Kun YAN ; Jung-Chieh LEE ; Zhongyi ZHANG ; Xiumei BAI ; Binbin JIANG ; Minhua CHEN
Chinese Journal of Interventional Imaging and Therapy 2018;15(1):37-41
Objective To investigate the incidence and risk factors of liver abscess after radiofrequency ablation (RFA) for liver cancer.Methods A retrospective study was performed on 1 643 patients from January 2000 to June 2016.All the patients were diagnosed with hepatocellular carcinoma (HCC,n =942),cholangiocellular carcinoma (CCC,n =31) or metastatic liver carcinoma (MLC,n=670).Univariate and multiple Logistic regression analysis were used to evaluate the risk factors of liver abscess.Results The incidence of liver abscess after RFA was 0.79%% (13/1 643).Univariate analysis indicated that the liver abscess was significantly correlated with the history of diabetic mellitus (DM),Child-Pugh level,history of surgery and tumor location (all P<0.05).Multivariate analysis showed that the history of DM,history of surgery and tumor location were independent risk factors of liver abscess after RFA for liver cancer.Conclusion History of DM,surgery and tumor location are important factors that result in liver abscess after RFA.
10.Anatomical and biomechanical characteristics of sternoclavicular joint
Kun YANG ; Tian-Hao WU ; Gen LI ; Yun-Kang YANG ; Jian-Hua GE ; Rui BAI ; Fei-Fan XIANG ; Yuan-Lin SUN
Chinese Journal of Tissue Engineering Research 2018;22(11):1695-1700
BACKGROUND: The clinical experience of the treatment of the sternoclavicular joint dislocation and peripheral fracture is relatively lacking, but its incidence is increasing yearly. At present, there are few studies on the anatomy and biomechanics of the sternoclavicular joint in and outside China, and no systematic anatomical measurements of the sternoclavicular joint are reported. OBJECTIVE: To provide a biological reference for the clinical diagnosis and treatment of sternoclavicular joint dislocation or peripheral fractures by studying the anatomy and biomechanics of the sternoclavicular joint. METHODS: (1) A total of 16 specimens (32 sides) of adult antiseptic and moist cadaveric specimens were selected. The complete manubrium, bilateral clavicle and surrounding tissues of sternoclavicular joint were anatomically separated, and repair to bone-ligament-bone specimen models. (2) The areas of manubrium articular surface and the medial clavicular articular surface of all specimens were measured by the ink pattern combined with grid counting method. (3) The morphological features of the anterior and posterior sternoclavicular ligaments of the specimens in this group were observed, and the length, width and thickness were measured and analyzed statistically. (4) The left and right sternoclavicular joints of each specimen were randomly paired into A and B groups. Group A received simply cutting of anterior sternoclavicular ligament. Group B received simply cutting of posterior sternoclavicular ligament. Before and after cuting off the ligament, the anterior and posterior load experiments were performed on the anatomical sites with the same force arm length and perpendicular to the distal clavicle. The angles of joints and load-angle regression line slopes were compared between the two groups in the anterior and posterior directions load. RESULTS AND CONCLUSION: (1) The area of articular surface of manubrium (239.00±28.78 mm2) was smaller than the area of medial articular surface of the clavicle (482.56±44.89 mm2), and the difference was statistically significant (t=-40.105, P < 0.001). (2) The length, width and thickness of the anterior sternoclavicular ligament were (17.56±1.94 mm), (15.54±1.42 mm) and (1.93±0.32 mm), and the length, width and thickness of the posterior sternoclavicular ligament were (17.21±1.86 mm), (15.97±1.17 mm), and (2.07±0.29 mm) respectively;there was no significantly statistical difference in the length, width and thickness between them (P > 0.05). (3) Before cutting the ligaments, when the loads were 2, 4, 6, 8, and 10 N, the angle backwards of joint caused by loads in the forward direction was less than the angle of forwards of joints caused by loads in the backward direction, but only when the loads were 6, 8, and 10 N, the difference between them was statistically significant (P < 0.05). The slope of the regression line of load-angle for the loads in the forward direction was less than the slope of the regression line of load-angle for the loads in the backward direction, with statistical difference (F=31.413, P < 0.001). After the ligaments were cut, when the loads were 2, 4, 6, 8 and 10 N in the forward direction in group A and group B, the backward angulation of joint in group A was less than that in group B (P < 0.05). The slope of the load-angled regression line in group A was less than that in group B (F=52.224, P <0.001). When the loads in the backward direction in group A and group B were 2, 4, 6, 8 and 10 N, the forward angulation of joint in group A was greater than that in group B (P < 0.05), and the slope of the load-angled regression line in group A was greater than that in group B (F=12.503, P=0.008). (4) These results suggest that contact area between the articular surface of the medial clavicle and the articular surface of the manubrium is narrow, which determines the instability of the joint itself. The sternoclavicular ligament is extremely important for maintaining the joint stability. The forward angulation of joint restriction effect of sternoclavicular ligament was weaker than that of the backward angulation, also because of the joint in the anatomical position of the natural forward angulation, so the sternoclavicular joint was prone to anterior dislocation. It is necessary to pay attention to the repair and reconstruction of sternoclavicular ligament when sternoclavicular joint dislocation or peripheral fractures are treated by operations.

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