1.Application of balance technique and measurement osteotomy technique under Offset Repo-Tensor in total knee arthroplasty
Xueli HUANG ; Ruiqin LUO ; Sheng CHEN ; Xiaowu LI ; Haibo CHEN ; Qingqiang ZENG ; Zhihui ZHENG
Chinese Journal of Tissue Engineering Research 2024;28(24):3822-3826
BACKGROUND:At present,measurement osteotomy technique and gap balance technique are the two main surgical methods in total knee arthroplasty.Both methods have their advantages and disadvantages.By adjusting the osteotomy angle,the gap balance technique can reduce the release of soft tissue and obtain a more balanced flexion and extension space.The clinical efficacy of gap balance technique is superior,but this surgical method lacks tools and is easily influenced by the surgeon's surgical experience and subjective judgment,with more errors.Measurement osteotomy technique has a short learning curve,but it relies on anatomic markers and is prone to many complications due to inaccurate positioning.In recent years,many instrument companies have successively developed and launched tools that can improve the quality of surgery.However,there are still few reports about the tool. OBJECTIVE:To compare the clinical efficacy of gap balance technique and measurement osteotomy technique under Offset Repo-Tensor in total knee arthroplasty,and explore the value of Offset Repo-Tensor in total knee arthroplasty. METHODS:The medical records of 85 patients with total knee arthroplasty were collected and divided into two groups according to the operation method.Group A consisted of 44 patients who underwent total knee arthroplasty using a gap balance technique combined with Offset Repo-Tensor.Group B consisted of 41 patients who underwent total knee arthroplasty using measurement osteotomy technique.Surgical time,American Knee Society Score,knee range of motion,changes in lower limb alignment,and postoperative complications were compared between the two groups to evaluate the clinical efficacy of gap balance technique combined with Offset Repo-Tensors in total knee arthroplasty. RESULTS AND CONCLUSION:(1)All 85 patients were followed up.(2)Postoperative knee range of motion in both groups was higher than that before surgery(P<0.05),and the improvement in group A was more significant than that in group B(P<0.05).(3)American Knee Society Score in both groups after surgery was higher than that before surgery(P<0.05),and the American Knee Society Score in group A was higher than that in group B at 2 weeks,1,3 months,and the last follow-up(P<0.05).(4)The operation time of group A was slightly shorter than that of group B,but the difference was not significant(P>0.05).(5)The lower limb alignment in both groups was improved after operation,but there was no significant difference between the two groups(P>0.05).(6)The complication rate of group A(2%)was lower than that of group B(7%),but there was no significant difference between the two groups(P>0.05).(7)It is indicated that compared with the measurement osteotomy technique,the combination of Offset Repo-Tensor and gap balance technique can elevate the clinical effect and improve the function and motion range of the knee joint.
2.TCM constitution distribution and clinical features of patients with hepatitis B cirrhosis and dysplastic nodules
Mengbing FANG ; Cheng LIU ; Yu ZHANG ; Jiayi ZENG ; Zhiheng CHEN ; Sheng LI ; Xiaoling CHI ; Huanming XIAO
Journal of Clinical Hepatology 2024;40(5):961-967
Objective To investigate the characteristics of TCM constitution distribution in hepatitis B cirrhosis patients with dysplastic nodules(DN),and to provide a basis for the prevention and treatment of precancerous lesions of liver cancer.Methods This study was conducted among 113 hepatitis B cirrhosis patients with DN,105 hepatitis B cirrhosis patients with regenerative nodules(RN),and 70 hepatitis B cirrhosis patients with small hepatocellular carcinoma(sHCC)who were hospitalized in Guangdong Provincial Hospital of Traditional Chinese Medicine from May 2015 to March 2023.Related data were collected,including age,sex,liver function Child-Pugh class,TCM constitution type,and laboratory markers.A one-way analysis of variance was used for comparison of normally distributed continuous data between multiple groups,and the least significant difference t-test was used for further comparison between two groups;the Kruskal-Wallis H test was used for comparison of non-normally distributed continuous data between multiple groups;the chi-square test was used for comparison of categorical data between groups,and the Bonferroni correction method was used for further comparison between two groups.Results The main TCM constitution types of hepatitis B cirrhosis patients with DN were Qi-deficiency constitution(27 patients,23.89%),blood-stasis constitution(26 patients,23.01%),and phlegm-dampness constitution(23 patients,20.35%).There were significant differences between the three groups in the proportion of patients with phlegm-dampness constitution or damp-heat constitution(χ2=6.822 and 6.383,both P<0.05);the hepatitis B cirrhosis patients with RN had the highest proportion of patients with phlegm-dampness constitution(30.48%),followed by those with DN(20.35%)and those with sHCC(14.29%),while the hepatitis B cirrhosis patients with sHCC had the highest proportion of patients with damp-heat constitution(27.14%),followed by those with DN(16.81%)and those with RN(12.38%).There were significant differences between the hepatitis B cirrhosis DN patients with different TCM constitution types in sex,age,Child-Pugh class,prealbumin,albumin(Alb),aspartate aminotransferase,total bilirubin(TBil),total bile acid,and alpha-fetoprotein(all P<0.05).Compared with the male hepatitis B cirrhosis DN patients,female patients showed a significantly higher proportion of patients with Qi-deficiency constitution(χ2=4.895,P=0.027).Among the patients with Qi-deficiency constitution,the patients with Child-Pugh class A liver function accounted for a significantly lower proportion than those with Child-Pugh class B liver function(χ2=6.380,P=0.012),while among the patients with phlegm-dampness constitution,the patients with Child-Pugh class A liver function accounted for a significantly higher proportion than those with Child-Pugh class B liver function(χ2=8.515,P=0.004).The patients with phlegm-dampness constitution had significantly higher levels of prealbumin and Alb than those with the other four constitutions(all P<0.05),as well as significantly lower levels of TBil and total bile acid than those with damp-heat constitution(P<0.05);the patients with Yin-deficiency constitution had a significantly lower level of Alb than those with qi-deficiency constitution,blood-stasis constitution,or phlegm-dampness constitution(all P<0.05);the patients with Yin-deficiency constitution had a significantly lower proportion of patients with abnormal alpha-fetoprotein than those with non-Yin-deficiency constitutions(χ2=4.448,P=0.035).Conclusion Hepatitis B cirrhosis patients with DN mainly have the TCM constitution types of Qi deficiency,blood stasis,and phlegm dampness.The patients with phlegm-dampness constitution seem to have a low probability of carcinogenesis,while those with damp-heat constitution and Yin-deficiency constitution have a relatively high risk of carcinogenesis.
3.Study on the application of different-length peripheral intravenous catheters in patients undergoing metabolic and bariatric surgery:a randomized clinical trial
Xiaohui YANG ; Chang LIU ; Weihua YU ; Jionghuang CHEN ; Wanting SHENG ; Xiuzhu CAO ; Xufen ZENG ; Xianghong JIN ; Linfang ZHAO
Chinese Journal of Nursing 2024;59(4):401-407
Objective To investigate the appropriate venous access for obese patients undergoing metabolic and bariatric surgery by comparing the clinical outcomes of different lengths of peripheral intravenous catheters.Methods Inpatients who underwent bariatric surgery in a tertiary hospital in Zhejiang from August 2022 to December 2022 were selected as the study population using a fixed-point continuous convenience sampling method.A stratified block randomisation method was used to divide the group into an experimental group 1(mini-midline catheters),an experimental group 2(midline catheters)and a control group(short peripheral intravenous catheters,Short PIVCs).The incidence of catheter-related complications,the rate of extubation due to complications,the duration of catheter retention,the time to first catheter-related complication were compared in the 3 groups.Results A total of 186 patients were included,with 62 patients in each group.The overall incidence of catheter-related complications in experimental group 1,experimental group 2,and control group were 25.81%,8.06%,and 58.06%.The extubation rates due to complications were 19.35%,4.84%,and 41.94%,and the duration of catheter retention was 7.00(6.00,7.00)d,7.00(6.00,7.00)d,6.00(3.00,6.25)d.The differences were statistically different(P<0.05)when comparing the 3 groups.Among them,the differences in the overall incidence of catheter-related complications and the rate of extubation due to complications were statistically significant when comparing experimental group 1 with the control group,experimental group 2 with the control group,and experimental group 1 with experimental group 2(P<0.017);the duration of catheter retention in both experimental group 1 and experimental group 2 were higher than it in the control group,and the differences were statistically different(P<0.017).Conclusion The complication rate of mini-midline catheters and midline catheters is lower than that of short ones,and the indwelling time is consistent with the perioperative period of metabolic and bariatric surgery,which is suitable for use in patients undergoing metabolic and bariatric surgery.
4.Design,numerical simulation and experimental study of novel oxygenator
Ming-Hao YUE ; Shi-Yao ZHANG ; Ji-Nian LI ; Hui-Chao LIU ; Zi-Hua SU ; Ya-Wei WANG ; Zeng-Sheng CHEN ; Shi-Hang LIN ; Jin-Yu LI ; Ya-Ke CHENG ; Yong-Fei HU ; Cun-Ding JIA ; Ming-Zhou XU
Chinese Medical Equipment Journal 2024;45(3):23-28
Objective To design a novel oxygenator to solve the existing problems of extracorporeal membrane oxygenation(ECMO)machine in high transmembrane pressure difference,low efficiency of blood oxygen exchange and susceptibility to thrombosis.Methods The main body of the oxygenator vascular access flow field was gifted with a flat cylindrical shape.The topology of the vascular access was modeled in three dimensions,and the whole flow field was cut into a blood inlet section,an inlet buffer,a heat exchange zone,a blood oxygen exchange zone,an outlet buffer and a blood outlet section.The oxygenator was compared with Quadrox oxygenator by means of ANSYS FLUENT-based simulation and prototype experiments.Results Simulation calculations showed the oxygenator designed was comparable to the clinically used ones in general,and gained advantages in transmembrane pressure difference,blood oxygen exchange and flow uniformity.Experimental results indicated that the oxygenator behaved better than Quadrox oxygenator in transmembrane pressure difference and blood oxygen exchange.Conclusion The oxygenator has advantages in transmem-brane pressure difference,temperature change,blood oxygen ex-change and low probability of thrombosis.[Chinese Medical Equipment Journal,2024,45(3):23-28]
5.A multicenter study of neonatal stroke in Shenzhen,China
Li-Xiu SHI ; Jin-Xing FENG ; Yan-Fang WEI ; Xin-Ru LU ; Yu-Xi ZHANG ; Lin-Ying YANG ; Sheng-Nan HE ; Pei-Juan CHEN ; Jing HAN ; Cheng CHEN ; Hui-Ying TU ; Zhang-Bin YU ; Jin-Jie HUANG ; Shu-Juan ZENG ; Wan-Ling CHEN ; Ying LIU ; Yan-Ping GUO ; Jiao-Yu MAO ; Xiao-Dong LI ; Qian-Shen ZHANG ; Zhi-Li XIE ; Mei-Ying HUANG ; Kun-Shan YAN ; Er-Ya YING ; Jun CHEN ; Yan-Rong WANG ; Ya-Ping LIU ; Bo SONG ; Hua-Yan LIU ; Xiao-Dong XIAO ; Hong TANG ; Yu-Na WANG ; Yin-Sha CAI ; Qi LONG ; Han-Qiang XU ; Hui-Zhan WANG ; Qian SUN ; Fang HAN ; Rui-Biao ZHANG ; Chuan-Zhong YANG ; Lei DOU ; Hui-Ju SHI ; Rui WANG ; Ping JIANG ; Shenzhen Neonatal Data Network
Chinese Journal of Contemporary Pediatrics 2024;26(5):450-455
Objective To investigate the incidence rate,clinical characteristics,and prognosis of neonatal stroke in Shenzhen,China.Methods Led by Shenzhen Children's Hospital,the Shenzhen Neonatal Data Collaboration Network organized 21 institutions to collect 36 cases of neonatal stroke from January 2020 to December 2022.The incidence,clinical characteristics,treatment,and prognosis of neonatal stroke in Shenzhen were analyzed.Results The incidence rate of neonatal stroke in 21 hospitals from 2020 to 2022 was 1/15 137,1/6 060,and 1/7 704,respectively.Ischemic stroke accounted for 75%(27/36);boys accounted for 64%(23/36).Among the 36 neonates,31(86%)had disease onset within 3 days after birth,and 19(53%)had convulsion as the initial presentation.Cerebral MRI showed that 22 neonates(61%)had left cerebral infarction and 13(36%)had basal ganglia infarction.Magnetic resonance angiography was performed for 12 neonates,among whom 9(75%)had involvement of the middle cerebral artery.Electroencephalography was performed for 29 neonates,with sharp waves in 21 neonates(72%)and seizures in 10 neonates(34%).Symptomatic/supportive treatment varied across different hospitals.Neonatal Behavioral Neurological Assessment was performed for 12 neonates(33%,12/36),with a mean score of(32±4)points.The prognosis of 27 neonates was followed up to around 12 months of age,with 44%(12/27)of the neonates having a good prognosis.Conclusions Ischemic stroke is the main type of neonatal stroke,often with convulsions as the initial presentation,involvement of the middle cerebral artery,sharp waves on electroencephalography,and a relatively low neurodevelopment score.Symptomatic/supportive treatment is the main treatment method,and some neonates tend to have a poor prognosis.
6.Protective effect of Xuebijing on hippocampal neurons in mice with anti-N-methyl-D-aspartate receptor encephalitis and its mechanism
Lin CHEN ; Li-Min YAN ; Huai-Jie XING ; Min CHEN ; Xiao-Yan LI ; Chao-Sheng ZENG
Acta Anatomica Sinica 2024;55(3):268-275
Objective To investigate the therapeutic effect of Xuebijing on anti-N-methyl-D-aspartate receptor(NMDAR)encephalitis mice and its effect on the changes of helper T cell 1(Th1)/helper T cell 2(Th2).Methods The experimental groups included control group,model group,low-dose Xuebijing(low-XBJ)group,high-dose Xuebijing(high-XBJ)group,with 10 mice in each group,except the control group,the other 3 groups of mice were treated with antigen injection and immune stimulation to establish anti-NMDAR encephalitis models,the mice in the low-XBJ and high-XBJ groups were intraperitoneally injected with 5 ml/kg and 10 ml/kg of Xuebijing injection,respectively,once every 12 hours for 3 consecutive days;After 2 weeks,HE staining was used to observe the pathological changes of mice brain tissue,Nissl staining was used to observe the morphological changes of mice neurons,TUNEL staining was used to detect the apoptosis of mice neurons,ELISA was used to detect the contents of tumor necrosis factor-α(TNF-α),interleukin(IL)-1β,IL-4 and interferon-γ(IFN-γ)in serum and cerebrospinal fluid of mice,immunohistochemical staining and Western blotting were used to detect the expression of IFN-γ and IL-4 in brain tissue,flow cytometry was used to detect the distribution of Th1 and Th2 cells in peripheral blood,and the ratio of Th1/Th2 was calculated.Results Compared with the model group,hippocampal tissue damage was improved in low-XBJ group and high-XBJ group,the morphological changes of neurons were small,the morphology of Nissl bodies was more complete and the number of Nissl bodies was increased,the TUNEL positive rate of neurons decreased,the contents of TNF-α,IL-1β and IFN-γ in serum and cerebrospinal fluid decreased while the content of IL-4 increased,the percentage of IFN-γ positive cells and the relative expression of protein in brain tissue decreased,the percentage of IL-4 positive cells and the relative expression of protein increased,the proportion of cluster of differentiation(CD)4+IFN-γ+labeled Th1 cells and the ratio of Th1/Th2 in peripheral blood decreased,and the proportion of CD4+IL-4+labeled Th2 cells in peripheral blood of mice in high-XBJ group increased,the differences were statistically significant(P<0.05).In addition,compared with the low-XBJ group,the improvement effect of the above detection indicators in the high-XBJ group was more obvious,and the differences were statistically significant(P<0.05).Conclusion Xuebijing can improve hippocampal neuronal damage in anti-NMDAR encephalitis mice,which may play a therapeutic role by reducing the expression of IFN-γ,promoting the expression of IL-4 and maintaining the balance of Th1/Th2 cells.
7.Elevated Levels of Naturally-Occurring Autoantibodies Against the Extracellular Domain of p75NTR Aggravate the Pathology of Alzheimer's Disease.
Chen-Yang HE ; Ding-Yuan TIAN ; Si-Han CHEN ; Wang-Sheng JIN ; Yuan CHENG ; Jia-Yan XIN ; Wei-Wei LI ; Gui-Hua ZENG ; Cheng-Rong TAN ; Jie-Ming JIAN ; Dong-Yu FAN ; Jun-Rong REN ; Yu-Hui LIU ; Yan-Jiang WANG ; Fan ZENG
Neuroscience Bulletin 2023;39(2):261-272
The extracellular domain (p75ECD) of p75 neurotrophin receptor (p75NTR) antagonizes Aβ neurotoxicity and promotes Aβ clearance in Alzheimer's disease (AD). The impaired shedding of p75ECD is a key pathological process in AD, but its regulatory mechanism is largely unknown. This study was designed to investigate the presence and alterations of naturally-occurring autoantibodies against p75ECD (p75ECD-NAbs) in AD patients and their effects on AD pathology. We found that the cerebrospinal fluid (CSF) level of p75ECD-NAbs was increased in AD, and negatively associated with the CSF levels of p75ECD. Transgenic AD mice actively immunized with p75ECD showed a lower level of p75ECD and more severe AD pathology in the brain, as well as worse cognitive functions than the control groups, which were immunized with Re-p75ECD (the reverse sequence of p75ECD) and phosphate-buffered saline, respectively. These findings demonstrate the impact of p75ECD-NAbs on p75NTR/p75ECD imbalance, providing a novel insight into the role of autoimmunity and p75NTR in AD.
Mice
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Animals
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Alzheimer Disease/pathology*
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Receptor, Nerve Growth Factor
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Amyloid beta-Peptides
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Autoantibodies
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Mice, Transgenic
8.Epidemiological characteristics and antimicrobial resistance of 151 cases of melioidosis in Hainan Province
ZENG Zeng ; LUO Xiao-man ; FU Rui-jia ; ZHANG Nan ; CHEN Lin ; CHEN Shao-wen ; LIN Chong ; FU Sheng-miao
China Tropical Medicine 2023;23(6):568-
Abstract: Objective To analyze the epidemiological characteristics of 151 cases of melioidosis and the drug resistance of Burkholderia pseudomallei (BP), in order to provide the basis for diagnosis, treatment and reasonable prevention of melioidosis. Methods A total of 151 inpatients and outpatients from the Second Affiliated Hospital of Hainan Medical University from January 1, 2013 to August 31, 2022 were collected, and clinical specimens were submitted for examination to isolate and identify BP strains. The clinical data of 151cases of melioidosis and the drug resistance characteristics of pathogenic bacteria were retrospectively analyzed, and using SPSS26.0 software for statistical analysis. Results Among 151 cases with BP infection, there were 138 males (91.4%) and 13 females (8.6%); the most patients were aged from 45-<60 years old, accounting for 74 cases (49.0%); melioidosis incidence was concentrated in October (19.2%), November (19.2%), August (9.9%) and July (8.6%), and; the number of confirmed cases showed an increasing trend and the time for confirmation was <10 d; Internal medicine system (31.1%), surgery system (26.5%) and intensive care department (20.5%) were the common departments for treating melioidosis; blood (49.0%), sputum (9.9%) and wound secretion (8.6%) were the main clinical specimens for detecting BP; pulmonary infection (68.2%), sepsis (35.1%) and local suppurative infection (23.8%) were the top clinical manifestations in patients with BP infection; the effective rate of treating melioidosis was 74.8%; abnormal liver function was a risk factor for the curative effect of melioidosis (χ2=5.010, P<0.05); the sensitivity rates of BP strains to sulfamethoxazole-trimethoprim (SXT), doxycycline (DOX), imipenem(IPM), ceftazidime (CAZ), amoxicillin/clavulanate (AMC) and tetracycline (TCY) were generally more than 90%, with sensitivities of 98.7%, 97.2%, 96.7%, 94.0%, 93.2% and 90.7%, respectively. Conclusions It can be concluded that misdiagnosis or missed diagnosis of melioidosis is easy to occur, and the understanding of the epidemiological characteristics and risk factors in this area should be strengthened. The sensitivity of BP to commonly used antibiotics has shown a certain downward trend, clinical use should be standardized, and drug resistance monitoring should be strengthened to improve the efficacy of melioidosis treatment.
9.Feasibility of a single-port thoracoscopy-assisted five-step laparoscopic procedure via transabdominal diaphragmatic approach for No.111 lymphadenectomy in patients with Siewert type II esophageal gastric junction adenocarcinoma.
Ze Yu LIN ; Hai Ping ZENG ; Ji Cai CHEN ; Wen jun XIONG ; Li Jie LUO ; Yan Sheng ZHENG ; Jin LI ; Hai Peng HUANG ; Wei WANG
Chinese Journal of Gastrointestinal Surgery 2023;26(4):339-345
Objective: We aimed to explore the feasibility of a single-port thoracoscopy- assisted five-step laparoscopic procedure via transabdominal diaphragmatic(TD) approach(abbreviated as five-step maneuver) for No.111 lymphadenectomy in patients with Siewert type II esophageal gastric junction adenocarcinoma (AEG). Methods: This was a descriptive case series study. The inclusion criteria were as follows: (1) age 18-80 years; (2) diagnosis of Siewert type II AEG; (3) clinical tumor stage cT2-4aNanyM0; (4) meeting indications of the transthoracic single-port assisted laparoscopic five-step procedure incorporating lower mediastinal lymph node dissection via a TD approach; (5) Eastern Cooperative Oncology Group performance status (ECOG PS) 0-1; and (6) American Society of Anesthesiologists classification I, II, or III. The exclusion criteria included previous esophageal or gastric surgery, other cancers within the previous 5 years, pregnancy or lactation, and serious medical conditions. We retrospectively collected and analyzed the clinical data of 17 patients (age [mean ± SD], [63.6±11.9] years; and 12 men) who met the inclusion criteria in the Guangdong Provincial Hospital of Chinese Medicine from January 2022 to September 2022. No.111 lymphadenectomy was performed using five-step maneuver as follows: superior to the diaphragm, starting caudad to the pericardium, along the direction of the cardio-phrenic angle and ending at the upper part of the cardio-phrenic angle, right to the right pleura and left to the fibrous pericardium , completely exposing the cardio-phrenic angle. The primary outcome includes the numbers of harvested and of positive No.111 lymph nodes. Results: Seventeen patients (3 proximal gastrectomy and 14 total gastrectomy) had undergone the five-step maneuver including lower mediastinal lymphadenectomy without conversion to laparotomy or thoracotomy and all had achieved R0 resection with no perioperative deaths. The total operative time was (268.2±32.9) minutes, and the lower mediastinal lymph node dissection time was (34.0±6.0) minutes. The median estimated blood loss was 50 (20-350) ml. A median of 7 (2-17) mediastinal lymph nodes and 2(0-6) No. 111 lymph nodes were harvested. No. 111 lymph node metastasis was identified in 1 patient. The time to first flatus occurred 3 (2-4) days postoperatively and thoracic drainage was used for 7 (4-15) days. The median postoperative hospital stay was 9 (6-16) days. One patient had a chylous fistula that resolved with conservative treatment. No serious complications occurred in any patient. Conclusion: The single-port thoracoscopy-assisted five-step laparoscopic procedure via a TD approach can facilitate No. 111 lymphadenectomy with few complications.
Male
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Female
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Humans
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Adolescent
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Young Adult
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Adult
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Middle Aged
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Aged
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Aged, 80 and over
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Diaphragm/surgery*
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Retrospective Studies
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Feasibility Studies
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Esophagogastric Junction/surgery*
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Lymph Node Excision/methods*
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Stomach Neoplasms/pathology*
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Laparoscopy/methods*
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Gastrectomy/methods*
;
Esophageal Neoplasms/pathology*
;
Adenocarcinoma/pathology*
;
Thoracoscopy
10.Short-term prognostic predictive value of deep-learning assisted quantitative myocardial contrast echocardiography in ST-elevated myocardial infarction after primary percutaneous coronary intervention
Mingqi LI ; Dewen ZENG ; Wenyue YUAN ; Yanxiang ZHOU ; Jinling CHEN ; Sheng CAO ; Hongning SONG ; Bo HU ; Jing CHEN ; Yuanting YANG ; Hao WANG ; Hongwen FEI ; Qing ZHOU
Chinese Journal of Ultrasonography 2023;32(7):572-582
Objective:To explore the prognostic predictive value of deep neural network (DNN) assisted myocardial contrast echocardiography (MCE) quantitative analysis of ST-elevated myocardial infarction (STEMI) patients after successful percutaneous coronary intervention(PCI).Methods:A retrospective analysis was performed in 97 STEMI patients with thrombolysis in myocardial infarction-3 flow in infarct vessel after primary PCI in Renmin Hospital of Wuhan University from June to November 2021. MCE was performed within 48 h after PCI. Patients were followed up to 120 days. The adverse events were defined as cardiac death, hospitalization for congestive heart failure, reinfarction, stroke and recurrent angina. The framework consisted of the U-net and hierarchical convolutional LSTMs. The plateau myocardial contrast intensity (A), micro-bubble rate constant (β), and microvascular blood flow (MBF) for all myocardial segments were obtained by the framework, and then underwent variability analysis. Patients were divided into low MBF group and high MBF group based on MBF values, the baseline characteristics and adverse events were compared between the two groups. Other variables included biomarkers, ventricular wall motion analysis, MCE qualitative analysis, and left ventricular ejection fraction. The relationship between various variables and prognosis was investigated using Cox regression analysis. The ROC curve was plotted to evaluate the diagnostic efficacy of the models, and the diagnostic efficacy of the models was compared using the integrated discrimination improvement index (IDI).Results:The time-cost for processing all 3 810 frames from 97 patients was 377 s. 92.89% and 7.11% of the frames were evaluated by an experienced echocardiographer as "good segmentation" and "correction needed". The correlation coefficients of A, β, and MBF ranged from 0.97 to 0.99 for intra-observer and inter-observer variability. During follow-up, 20 patients met the adverse events. Multivariate Cox regression analysis showed that for each increase of 1 IU/s in MBF of the infarct-related artery territory, the risk of adverse events decreased by 6% ( HR 0.94, 95% CI =0.91-0.98). There was a 4.5-fold increased risk of adverse events in the low MBF group ( HR 5.50, 95% CI=1.55-19.49). After incorporating DNN-assisted MCE quantitative analysis into qualitative analysis, the IDI for prognostic prediction was 15% (AUC 0.86, sensitivity 0.78, specificity 0.73). Conclusions:MBF of the area supplied by infarct-related artery after STEMI-PCI is an independent protective factor for short-term prognosis. The DNN-assisted MCE quantitative analysis is an objective, efficient, and reproducible method to evaluate microvascular perfusion. Assessment of culprit-MBF after PCI in STEMI patients adds independent short-term prognostic information over qualitative analysis.It has the potential to be a valuable tool for risk stratification and clinical follow-up.

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