1.2D SECara-Net and 3D U2-Net for detecting unruptured saccular intracranial aneurysms with MR angiography
Zongren NIU ; Qiang MA ; Jingjing DU ; Yande REN ; Mengjie LI ; Yaqian QIAO ; Yueshan TANG ; Jianbo GAO
Chinese Journal of Medical Imaging Technology 2025;41(2):245-249
Objective To observe the value of 2D SECara-Net and 3D U2-Net models constructed based on 2D maximal intensity projection(MIP)and 3D time-of-flight MR angiography(3D TOF-MRA)images,respectively,also of their combination for MRA detecting unruptured saccular intracranial aneurysms(USIA).Methods Totally 973 patients with single USIA and 300 subjects who underwent healthy physical examination were retrospectively collected and divided into training set(n=923,containing 723 cases of USIA and 200 healthy subjects)and test set(n=350,containing 250 cases of USIA and 100 healthy subjects)at the ratio of 7:3.Pre-processed 3D TOF-MRA and the obtained 2D-MIP images in training set were imported into 3D U2-Net and 2D SECara-Net models for training and adjusting parameters,respectively.The efficiency of 2 models and their combination for detecting USIA were evaluated.Results The sensitivity,specificity and accuracy of 2D SECara-Net model for detecting USIA in test set was 78.80%(197/250),95.00%(95/100)and 83.43%(292/350),of 3D U2-Net model was 82.80%(207/250),86.00%(86/100)and 83.71%(293/350),respectively.The specificity of 2D SECara-Net model was higher than that of 3D U2-Net model(P=0.030),while no significant difference of sensitivity nor accuracy was found between 2 models(both P>0.05).The specificity of the combination of the 2 models was 99.00%(99/100),higher than that of 3D U2-Net model(P<0.05),and the sensitivity and accuracy of the combination was 91.20%(228/250)and 93.43%(327/350),respectivelty,both higher than those of 2 single models(all P<0.05).Conclusion 2D SECara-Net and 3D U2-Net models had similar,sensitivity and accuracy for MRA detecting USIA.Combination of them could improve the detecting efficacy.
2.2D SECara-Net and 3D U2-Net for detecting unruptured saccular intracranial aneurysms with MR angiography
Zongren NIU ; Qiang MA ; Jingjing DU ; Yande REN ; Mengjie LI ; Yaqian QIAO ; Yueshan TANG ; Jianbo GAO
Chinese Journal of Medical Imaging Technology 2025;41(2):245-249
Objective To observe the value of 2D SECara-Net and 3D U2-Net models constructed based on 2D maximal intensity projection(MIP)and 3D time-of-flight MR angiography(3D TOF-MRA)images,respectively,also of their combination for MRA detecting unruptured saccular intracranial aneurysms(USIA).Methods Totally 973 patients with single USIA and 300 subjects who underwent healthy physical examination were retrospectively collected and divided into training set(n=923,containing 723 cases of USIA and 200 healthy subjects)and test set(n=350,containing 250 cases of USIA and 100 healthy subjects)at the ratio of 7:3.Pre-processed 3D TOF-MRA and the obtained 2D-MIP images in training set were imported into 3D U2-Net and 2D SECara-Net models for training and adjusting parameters,respectively.The efficiency of 2 models and their combination for detecting USIA were evaluated.Results The sensitivity,specificity and accuracy of 2D SECara-Net model for detecting USIA in test set was 78.80%(197/250),95.00%(95/100)and 83.43%(292/350),of 3D U2-Net model was 82.80%(207/250),86.00%(86/100)and 83.71%(293/350),respectively.The specificity of 2D SECara-Net model was higher than that of 3D U2-Net model(P=0.030),while no significant difference of sensitivity nor accuracy was found between 2 models(both P>0.05).The specificity of the combination of the 2 models was 99.00%(99/100),higher than that of 3D U2-Net model(P<0.05),and the sensitivity and accuracy of the combination was 91.20%(228/250)and 93.43%(327/350),respectivelty,both higher than those of 2 single models(all P<0.05).Conclusion 2D SECara-Net and 3D U2-Net models had similar,sensitivity and accuracy for MRA detecting USIA.Combination of them could improve the detecting efficacy.
3.Prevalence of dentinal hypersensitivity and related factors in Chinese urban adults
Zhaoyou WANG ; Wensheng RONG ; Yisi ZHONG ; Jiangang TIAN ; Xi CHEN ; Mei ZHAO ; Lihua CUI ; Minquan DU ; Jianbo LI ; Deyu HU
Chinese Journal of Stomatology 2024;59(9):927-934
Objective:To assess the prevalence of dentinal hypersensitivity (DH) and related factors in urban adults in China.Methods:The study was designed as an observational, cross-sectional epidemiological study carried out in adults aged 18-69 years old in seven cities (Beijing, Shanghai, Wuhan, Chengdu, Xi′an, Guangzhou, and Harbin) of China. The study was conducted from March 2021 to May 2023. Patients were required to complete a questionnaire regarding the subjects′ socio-economic factors, dietary behavior, oral health behavior and personal antecedent factors. DH was clinically diagnosed by judging whether the tooth cold air stimulation provoked DH or not, and recorded by investigator pain rating Schiff score. Compare the findings of six cities (Harbin excluded) with a similar study conducted in 2008.Results:In total, 11 622 subjects from seven cities in China participated the study. Fifty two point two percent (6 072/11 622) of subjects reported DH in questionnaire, 36.7% (4 266/11 622) of subjects reported experiencing DH in response to cold air stimulation for at least one study tooth. Risk factors including age, sex, city, toothbrush method and acid reflux showed marked associations with DH ( P<0.05). The prevalence of DH of urban residents in six cities (Harbin excluded) was 33.7% (3 335/9 882), higher than that in 2008 [29.7%(2 354/7 939)]. Conclusions:Overall, DH was common among urban adults in China and the prevalence increased in recent years. Better understanding of DH and its associated factors should be considered in its prevention and management by dental professionals.
4.Establishment and application of clinical pharmaceutical pathway of anti-infective treatment for high-risk populations of antibiotic-associated encephalopathy
Chunhui DU ; Yongli WAN ; Xiaojiao YANG ; Jin ZHOU ; Jianbo WANG ; Zhenyu ZHAO
China Pharmacy 2024;35(21):2690-2696
OBJECTIVE To establish a clinical pharmaceutical pathway of anti-infective therapy for high-risk populations of antibiotic-associated encephalopathy (AAE), and analyze its application effects. METHODS Clinical pharmacists developed the “AAE High-Risk Population Screening Form” and “Antibiotic AAE Risk Comparison Form” based on literature and expert opinions, and established the “Clinical Pharmaceutical Pathway of Anti-infective Treatment for AAE High-Risk Population” in our hospital. A prospective, non-randomized controlled study was conducted from May 2023 to April 2024, including 50 cases in the observation group and 50 cases in the control group among patients with pulmonary infections admitted to the Dept. of Internal Medicine in our hospital. The observation group was involved in the development of an anti-infective treatment following the clinical pharmaceutical pathway by clinical pharmacists, while the control group received routine anti-infective treatment by clinical physicians. The occurrence of AAE, the rational antibiotic drug use, and the effectiveness of initial anti-infective treatment in the two groups were observed, and the intervention measures and outcomes of AAE cases were summarized. RESULTS The anti-infective treatment clinical pharmaceutical pathway for AAE high-risk population was preliminarily established in our hospital. The analysis of the application effects showed that there was 1 case of AAE in the observation group and 8 cases in the control group, with a significantly lower incidence of AAE in the observation group than in the control group; the rational antibiotic drug use and the effectiveness of initial anti-infective treatment in the observation group were both significantly superior to those in the control group (P<0.05). Drug withdrawal and dressing change were the preferred effective intervention measures for AAE, and encephalopathy treatment drugs could be used as auxiliary measures for symptom relief. Timely and effective intervention was conducive to rapid symptom relief, with a total improvement rate of AAE of 88.89%. CONCLUSIONS The anti-infective treatment clinical pharmaceutical pathway for AAE high-risk population can effectively prevent the occurrence of AAE as well as contribute to promoting rational drug use and the effectiveness of initial anti-infection plans and strengthening treatment outcomes.
5.Analysis on the characteristics of rural blood donation population in Dali Bai Autonomous Prefecture
Yongjun WANG ; Hua WANG ; Jianbo LI ; Yuee DU ; Jingxiong YANG ; Junfan LI ; Yongxun HE
Chinese Journal of Blood Transfusion 2023;36(9):813-817
【Objective】 To explore the status and characteristics of voluntary blood donors in rural areas of Dali Bai Autonomous Prefecture (referred as Dali), and to provide basis for scientific and effective voluntary blood donation in rural population in regions inhabited by ethnic groups. 【Methods】 The data of rural blood donors who donated blood in Dali from 2010 to 2019 were collected, including demographic data as nationality, gender, age, educational background, as well as the blood donation frequency and blood infection screening (index) results. The above data of urban blood donors who donated blood in Dali during the same period were selected to investigate the increasing trend of blood donation rate. SPSS26.0 was used for statistical analysis of the collected data of rural and urban blood donation population. 【Results】 From 2010 to 2019,the number of blood donors in Dali increased from 13 949 to 19 479,with an increasing rate of 39.64%. The number of rural blood donors increased from 2 623 to 8 727,among which the number of ethnic minority groups increased from 1 779 to 5 059.The ratio of male to female blood donors was 70.30% (1 844/2 623) vs 29.70% (779/2 623) in 2010,56.37% (4 919/8 727) vs 43.63%(3 808/8 727) in 2019. Those with educational level of junior middle school or below were the most, accounted for 43.97%(38 443/85 836),with ethnic donors of 24.47%(23 583/85 836). The proportion of donors aged between 36 and 45 was the highest[40.73% (30 477/74 827) ], with ethnic donors of [28.56% (21 374/74 827), and the proportion of repeated blood donors was 54.87%(35 279/64 299),with ethnic donors of 49.89%(18 080/36 240) [the proportion of repeated blood donors in urban donors in the same period was 48.13% (55 677/115 675) ] (P<0.01). The unqualified rate of ALT was the highest [1.21%(1 272/105 489) ] [The unqualified rate in local donors was 1.99%(3 837/192 552) ] (P<0.01), and that of the ethnic donors was 1.51%(358/56 718). There was no significant difference in the unqualified rates of HB-sAg, anti-HCV, anti-HIV and anti-TP among urban and rural blood donors (P>0.05). 【Conclusion】 It is of great significance to explore the characteristics of blood donors in rural areas (especially regions inhabited by ethnic groups) and the reasons for disqualification, in order to scientifically carry out the recruitment of voluntary blood donors and further promote blood donation for rural residents
6.Value of 125I seed implantation for patients with oligometastatic EGFR-mutant non-small cell lung cancer without progression after first-line EGFR-TKIs treatment
Meng WANG ; Zhigang ZHOU ; Kepu DU ; Shuai LI ; Yadan LI ; Fei GAO ; Jianbo GAO
Chinese Journal of Nuclear Medicine and Molecular Imaging 2023;43(7):402-406
Objective:To explore the clinical efficacy of CT-guided 125I seed implantation in patients with oligometastatic non-small cell lung cancer (NSCLC) harboring epidermal growth factor receptor (EGFR) activating mutations (EGFRm+ ) without progression after first-line EGFR-tyrosine kinase inhibitors (TKIs) treatment. Methods:From January 2015 to January 2019, 89 eligible patients (38 males, 51 females; age: (62±11) years) in the First Affiliated Hospital of Zhengzhou University were retrospectively analyzed. They were divided into 2 groups according to different treatment methods. The 125I seeds were implanted for oligometastatic lesions and/or primary tumors without progression after first-line EGFR-TKIs therapy in local consolidation treatment group (Group A, n=32). The maintenance treatment group (Group B, n=57) only received EGFR-TKIs until disease progression. The progression-free survival (PFS) and overall survival (OS) of the 2 groups were estimated by Kaplan-Meier curves, and were compared by using log-rank test. Complications in Group A were observed. Results:The follow-up time of the group A and group B were 36.5(31.0, 43.3) months and 30.0(24.0, 35.0) months respectively. The median PFS and OS in group A were 15.0(95% CI: 12.8-17.2 ) months and 37.0(95% CI: 33.9-40.1) months, both of which were significantly longer than those in group B (12.0(95% CI: 10.9-13.1) months and 31.0(95% CI: 28.9-33.1) months; χ2 values: 8.80, 7.15, P values: 0.003, 0.007). In Group A, the total incidence of complications in CT-guided 125I seed implantation was 21.9%(7/32), and the common complications and adverse events were pneumothorax and hemoptysis. Only 1 patient underwent chest tube insertion, and the rest were treated with conservative treatment. No operation related death occurred. Conclusion:CT-guided 125I seed implantation is safe and feasible for patients with EGFRm+ oligometastatic NSCLC without progression after first-line EGFR-TKIs treatment, and can prolong the PFS and OS of patients.
7.Role of NLRP3 in sepsis-associated encephalopathy and the relationship with pyroptosis in microglia of mice
Cui LI ; Shu′an DONG ; Kai SONG ; Xiangyun LI ; Shihan DU ; Jianbo YU
Chinese Journal of Anesthesiology 2023;43(2):206-209
Objective:To evaluate the role of nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3) in sepsis-associated encephalopathy (SAE) and the relationship with pyroptosis in microglia of mice.Methods:Twenty-four SPF healthy male C57BL/6J mice, aged 6-8 weeks, weighing 18-22 g, were divided into 3 groups ( n=6 each) using a random number table method: sham operation group (Sham group), SAE group and SAE plus an NLRP3 inhibitor MCC950 group (SAE+ MCC950 group). The mouse model of SAE was prepared by cecal ligation and puncture after anesthesia. MCC950 20 mg/kg was intraperitoneally injected at 1 h after developing the model in SAE+ MCC950 group, and the equal volume of normal saline was given instead in the other groups. Open field tests were conducted at 1 day after developing the model to record the number of rearing and time spent in the central area. Novel object recognition tests were conducted at 2-3 days after developing the model to record the recognition index. After the behavioral experiment on 3 day after developing the model, mice were sacrificed and hippocampal tissues were collected for determination of the expression of NLRP3 (by Western blot), count of cells co-expressing NLRP3 and microglia-specific ionized calcium-binding adaptor molecule 1 (Iba-1) (by immunofluorescence), activity of caspase-1, and contents of interleukin-1beta(IL-1β) and IL-18 (by enzyme-linked immunosorbent assay). Results:Compared with Sham group, the number of rearing was significantly reduced, the time spent in the central area was shortened, the recognition index was decreased, the expression of NLRP3 was up-regulated, the count of NLRP3 + -Iba-1 + cells was increased, and the activity of caspase-1 and contents of IL-1β and IL-18 were increased in SAE and SAE+ MCC950 groups ( P<0.05). Compared with SAE group, the number of rearing was significantly increased, the time spent in the central area was prolonged, the recognition index was increased, the expression of NLRP3 was down-regulated, the count of NLRP3 + -Iba-1 + cells was decreased, and the activity of caspase-1 and contents of IL-1β and IL-18 were decreased in SAE+ MCC950 group ( P<0.05). Conclusions:NLRP3 is involved in the development of SAE, which may be related to the mediation in microglial pyroptosis in mice.
8.Clinical efficacy of neoadjuvant chemotherapy combined with radical surgery for elderly patients with locally advanced gastric cancer
Qi JIANG ; Yuqiang DU ; Chenggang ZHANG ; Ming YANG ; Jun FAN ; Jianbo LYU ; Gan MAO ; Qian SHEN ; Xiangyu ZENG ; Weizhen LIU ; Yuping YIN ; Kaixiong TAO ; Peng ZHANG
Chinese Journal of General Surgery 2023;38(4):263-268
Objective:To evaluate the safety and feasibility of neoadjuvant chemotherapy (NACT) combined with radical surgery for elderly patients with locally advanced gastric cancer (LAGC).Methods:One hundred and fourty eight patients with LAGC after NACT and gastrectomy between 2012 and 2020 were retrospectively reviewed. They were divided into two groups: (1) <65 years old (111 cases) and (2) ≥65 years old (37 cases) and their clinicopathological and prognostic data were compared.Results:There was no significant difference between the two groups in the incidence of hematological complications such as anemia ( χ2=0.235, P=0.628), leukopenia ( χ2=0.613, P=0.434), neutropenia ( χ2=0.011, P=0.918) and thrombocytopenia ( χ2=0.253, P=0.615) and non-hematological complications such as nausea ( χ2=0.092, P=0.762), vomiting ( χ2=0.166, P=0.683), diarrhea ( χ2=0.015, P=0.902) and mucositis ( χ2=0.199, P=0.766) due to NACT. There were no statistical differences between the older patients and the younger in operation duration ( t=0.270, P=0.604), intraoperative bleeding ( t=1.140, P=0.250) and R 0 resection rate ( χ2=0.105, P=0.750). The incidence of postoperative complications was 25.2% and 37.8% in the younger patients and the olders ( χ2=2.172, P=0.141). Pleural effusion ( χ2=7.007, P=0.008) and pulmonary infection ( χ2=10.204, P=0.001) was significantly higher in the older patients than in the youngers. The 3-year progression-free survival rate ( t=0.494, P=0.482) and 3-year overall survival rate ( t=0.013, P=0.908) were comparable between the two groups. Conclusions:NACT combined with radical surgery is safe and effective in elderly patients with LAGC, except for higher perioperative pulmonary-related complications.
9.Clinical characteristics and prognosis of duodenal neuroendocrine neoplasms
Xinyu ZENG ; Chengguo LI ; Jianbo LYU ; Gan MAO ; Liwu ZENG ; Yuqiang DU ; Zhenyu LIN ; Peng ZHANG ; Rong LIN ; Kailin CAI ; Kaixiong TAO
Chinese Journal of General Surgery 2023;38(6):418-422
Objective:To investigate the clinical characteristics and prognosis of duodenal neuroendocrine neoplasms.Methods:The clinical data of 35 patients with duodenal neuroendocrine neoplasms admitted to Union Hospital, Tongji Medical College, Huazhong University of Science & Technology from Jan 2012 to Dec 2021 were retrospectively analyzed. The differences of clinical characteristics between periampullary and non-periampullary duodenal neuroendocrine neoplasms were analyzed. Kaplan-Meier curve was used for survival analysis, and the clinical factors affecting the prognosis were analyzed.Results:Of the 35 patients, 30 underwent tumor resection, 7 (23%) developed different degree of complications after operation and were improved and discharged after intervention. A total of 5 patients died during the follow-up period. Only 1 of 30 patients who underwent tumor resection died 30 months after operation due to disease progression, and the others had no recurrence or metastasis. Univariate analysis showed that tumor size, tumor grade, and tumor location were associated with the prognosis of patients (all P<0.05), and multivariate analysis showed that patients with tumors located.Away from the ampulla had a significantly better prognosis than those located around the duodenal ampulla ( P<0.01). Conclusions:Patients with duodenal neuroendocrine neoplasms have a good prognosis after complete resection; patients with duodenal neuroendocrine neoplasms located around the ampulla of Vater have a relatively poor prognosis compared with those away from the area of ampulla.
10.Early enteral feeding guided by intestinal ultrasound during therapeutic hypothermia for hypoxic-ischemic encephalopathy in neonates
Xiaoguang HE ; Jianbo LI ; Bang DU ; Fengdan XU ; Jingen LIE
Chinese Journal of Neonatology 2023;38(3):136-140
Objective:To study the safety and feasibility of early enteral feeding during therapeutic hypothermia guided by intestinal ultrasound in neonates with hypoxic-ischemic encephalopathy (HIE).Methods:From January 2019 to December 2021, neonates with HIE who received therapeutic hypothermia in the neonatology department of our hospital were retrospectively selected. They were assigned into the ultrasound-guided observation group (admitted from May 2020 to December 2021) and the control group (admitted from January 2019 to April 2020). In the ultrasound-guided observation group, intestinal ultrasound was performed during therapeutic hypothermia. Based on clinical manifestations and ultrasound results, a small amount of enteral feeding [20 ml/(kg·d)] was initiated and gradually increased to total enteral feeding after rewarming. In the control group, 5 ml (once every 3 h) of glucose and sodium chloride solution was given during 72 h of therapeutic hypothermia. After rewarming, enteral feeding was started and gradually increased to total enteral feeding without intestinal ultrasound. The time to start enteral feeding, the time to achieve total enteral feeding, the incidences of feeding intolerance, necrotizing enterocolitis (NEC) and late-onset sepsis were compared between the two groups.Results:A total of 17 cases were in the ultrasound-guided observation group and 18 cases in the control group. The median time to start enteral feeding and to achieve total enteral feeding in the ultrasound-guided observation group were earlier than the control group [36.0 (33.5, 39.0) h vs. 77.0 (74.0, 79.3) h, 6.0 (5.5, 6.5) d vs. 8.0 (7.0, 9.0) d, P<0.001]. No significant difference existed in the incidence of feeding intolerance between the two groups. Neither groups had NEC or late-onset sepsis. Conclusions:Early enteral feeding during therapeutic hypothermia in neonates with HIE is safe and feasible. Intestinal ultrasound helps implementing feeding plan and achieving early total enteral feeding.

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