1.Histopathological Insights into Demyelination and Remyelination After Spinal Cord Injury in Non-human Primates.
Junhao LIU ; Zucheng HUANG ; Kinon CHEN ; Rong LI ; Zhiping HUANG ; Junyu LIN ; Hui JIANG ; Jie LIU ; Qingan ZHU
Neuroscience Bulletin 2025;41(8):1429-1447
Demyelination and remyelination play key roles in spinal cord injury (SCI), affecting the recovery of motor and sensory functions. Research in rodent models is extensive, but the study of these processes in non-human primates is limited. Therefore, our goal was to thoroughly study the histological features of demyelination and remyelination after contusion injury of the cervical spinal cord in Macaca fascicularis. In a previous study, we created an SCI model in M. fascicularis by controlling the contusion displacement. We used Eriochrome Cyanine staining, immunohistochemical analysis, and toluidine blue staining to evaluate demyelination and remyelination. The results showed demyelination ipsilateral to the injury epicenter both rostrally and caudally, the former mainly impacting sensory pathways, while the latter primarily affected motor pathways. Toluidine blue staining showed myelin loss and axonal distension at the injury site. Schwann cell-derived myelin sheaths were only found at the center, while thinner myelin sheaths from oligodendrocytes were seen at the center and surrounding areas. Our study showed that long-lasting demyelination occurs in the spinal cord of M. fascicularis after SCI, with oligodendrocytes and Schwann cells playing a significant role in myelin sheath formation at the injury site.
Animals
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Spinal Cord Injuries/physiopathology*
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Demyelinating Diseases/etiology*
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Remyelination/physiology*
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Macaca fascicularis
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Disease Models, Animal
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Myelin Sheath/pathology*
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Oligodendroglia/pathology*
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Schwann Cells/pathology*
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Female
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Spinal Cord/pathology*
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Axons/pathology*
2.Construction of machine learning-based prediction model for clinically relevant delayed gastric emptying after LPD
Jizhen LI ; Hengli ZHU ; Qingan FU ; Changqian TANG ; Xingbo WEI ; Chiyu CAI ; Liancai WANG ; Dongxiao LI ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2025;31(2):101-106
Objective:To analyze the risk factors for clinically relevant delayed gastric emptying (CR-DGE) following laparoscopic pancreaticoduodenectomy (LPD) and to develop a model to predict the postoperative CR-DGE after LPD using the machine-learning approach with multi-model comparison.Methods:Clinical data of 278 patients with tumors located in the pancreatic head and periampullary region undergoing LPD at People’s Hospital of Zhengzhou University from January 2019 to December 2023 were retrospectively analyzed, including 167 males and 111 females, aged 59 (53, 66) years. According to the occurrence of DGE, patients were divided into the CR-DGE group ( n=94) and the non-CR-DGE group ( n=184). Main clinical characteristics were compared between the groups, including pancreatic duct diameter, intraoperative blood loss and operative time. The perioperative indicators were selected using the least absolute shrinkage and selection operator (LASSO) algorithm. Following variable selection, 278 patients were allocated into a training set ( n=222) and a validation set ( n=56) in an 8∶2 ratio. Eight machine learning models were selected to model the training set: random forest, adaptive boosting, light gradient boosting, multilayer perceptron, support vector machine, K-nearest neighbor algorithm, decision tree and complementary set plain bayes. The area under the curve (AUC) of receiver operating characteristic curve of the validation set was utilized to identify the optimal model. The predictive performance of the optimal model was evaluated using calibration plots and decision curve analysis (DCA). The contribution of each feature to the prediction is assessed using Shapley additive explanation (SHAP). Results:Univariate analysis showed statistically significant differences between the CR-DGE and non-CR-DGE groups in terms of age [66(62, 69) years vs. 56(51, 60), years], diabetes [42.6%(40/94) vs. 11.4%(21/184)], level of fibrinogen [3.43(2.74, 4.18) g/L vs. 3.84(3.19, 4.68) g/L], pancreatic duct diameter [2.00(1.50, 2.70) mm vs. 3.40(1.60, 5.00) mm], intraoperative blood loss [300(200, 600) ml vs. 200(150, 300) ml], operative time [472(430, 502) min vs. 430(365, 475) min], clinically relevant postoperative pancreatic fistula [34.0%(32/94) vs. 3.8%(7/184)], abdominal fluid accumulation [46.8%(44/94) vs. 12.5%(23/184)], postoperative hemorrhage [20.2%(19/94) vs. 3.3%(6/184)], abdominal infection [28.7%(27/94) vs. 11.4% (21/184)] and duration of postoperative gastrointestinal decompression [4.00 (2.00, 6.00) d vs. 3.00 (2.00, 5.00) d] (all P<0.05). The eleven variables selected via LASSO were incorporated into each of the eight machine learning models. Results demonstrated that the random forest model achieved the highest performance in the validation set, with an AUC of 0.894 (95% CI: 0.800-0.985), accuracy of 0.820 and sensitivity of 0.606. Calibration plots and DCA confirmed the robustness of the random forest model. SHAP analysis indicated that age, pancreatic duct diameter and preoperative aspartate aminotransferase were important predictors in the random forest model. Conclusion:The random forest model developed in this study demonstrated a good predictive performance for CR-DGE after LPD and may assist in the early identification of high-risk patients in clinical practice.
3.Research progress of human monoclonal antibodies targeting influenza virus neuraminidase
Yanbai LI ; Chunying WANG ; Zhe YIN ; Qingan HAN ; Yixin GONG ; Juan WANG ; Shanshan HUO ; Fei YU
Chinese Journal of Nosocomiology 2025;35(16):2556-2560
Neuraminidase(NA),a glycoprotein on the surface of the influenza virus,plays a crucial role in viral escape and serves as a stable target for drug candidates.Monoclonal antibodies targeting the NA active site can bind to multiple influenza virus subtypes and inhibit the spread of influenza virus through various mechanisms,such as neutralizing,mediating antibody-dependent cell-mediated cytotoxicity and complement-dependent cytotox-icity.In vivo experiments have shown that human monoclonal antibodies targeting the influenza virus NA can ef-fectively exert preventive and therapeutic effects,rescuing mice infected with lethal doses and reducing viral ti-ters in lungs of mice.This article provides a review of the currently reported human monoclonal antibodies targe-ting NA of Influenza A and Influenza B viruses,providing new ideas and prospects for the subsequent development of anti-influenza drugs.
4.Research progress of human monoclonal antibodies targeting influenza virus neuraminidase
Yanbai LI ; Chunying WANG ; Zhe YIN ; Qingan HAN ; Yixin GONG ; Juan WANG ; Shanshan HUO ; Fei YU
Chinese Journal of Nosocomiology 2025;35(16):2556-2560
Neuraminidase(NA),a glycoprotein on the surface of the influenza virus,plays a crucial role in viral escape and serves as a stable target for drug candidates.Monoclonal antibodies targeting the NA active site can bind to multiple influenza virus subtypes and inhibit the spread of influenza virus through various mechanisms,such as neutralizing,mediating antibody-dependent cell-mediated cytotoxicity and complement-dependent cytotox-icity.In vivo experiments have shown that human monoclonal antibodies targeting the influenza virus NA can ef-fectively exert preventive and therapeutic effects,rescuing mice infected with lethal doses and reducing viral ti-ters in lungs of mice.This article provides a review of the currently reported human monoclonal antibodies targe-ting NA of Influenza A and Influenza B viruses,providing new ideas and prospects for the subsequent development of anti-influenza drugs.
5.Construction of machine learning-based prediction model for clinically relevant delayed gastric emptying after LPD
Jizhen LI ; Hengli ZHU ; Qingan FU ; Changqian TANG ; Xingbo WEI ; Chiyu CAI ; Liancai WANG ; Dongxiao LI ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2025;31(2):101-106
Objective:To analyze the risk factors for clinically relevant delayed gastric emptying (CR-DGE) following laparoscopic pancreaticoduodenectomy (LPD) and to develop a model to predict the postoperative CR-DGE after LPD using the machine-learning approach with multi-model comparison.Methods:Clinical data of 278 patients with tumors located in the pancreatic head and periampullary region undergoing LPD at People’s Hospital of Zhengzhou University from January 2019 to December 2023 were retrospectively analyzed, including 167 males and 111 females, aged 59 (53, 66) years. According to the occurrence of DGE, patients were divided into the CR-DGE group ( n=94) and the non-CR-DGE group ( n=184). Main clinical characteristics were compared between the groups, including pancreatic duct diameter, intraoperative blood loss and operative time. The perioperative indicators were selected using the least absolute shrinkage and selection operator (LASSO) algorithm. Following variable selection, 278 patients were allocated into a training set ( n=222) and a validation set ( n=56) in an 8∶2 ratio. Eight machine learning models were selected to model the training set: random forest, adaptive boosting, light gradient boosting, multilayer perceptron, support vector machine, K-nearest neighbor algorithm, decision tree and complementary set plain bayes. The area under the curve (AUC) of receiver operating characteristic curve of the validation set was utilized to identify the optimal model. The predictive performance of the optimal model was evaluated using calibration plots and decision curve analysis (DCA). The contribution of each feature to the prediction is assessed using Shapley additive explanation (SHAP). Results:Univariate analysis showed statistically significant differences between the CR-DGE and non-CR-DGE groups in terms of age [66(62, 69) years vs. 56(51, 60), years], diabetes [42.6%(40/94) vs. 11.4%(21/184)], level of fibrinogen [3.43(2.74, 4.18) g/L vs. 3.84(3.19, 4.68) g/L], pancreatic duct diameter [2.00(1.50, 2.70) mm vs. 3.40(1.60, 5.00) mm], intraoperative blood loss [300(200, 600) ml vs. 200(150, 300) ml], operative time [472(430, 502) min vs. 430(365, 475) min], clinically relevant postoperative pancreatic fistula [34.0%(32/94) vs. 3.8%(7/184)], abdominal fluid accumulation [46.8%(44/94) vs. 12.5%(23/184)], postoperative hemorrhage [20.2%(19/94) vs. 3.3%(6/184)], abdominal infection [28.7%(27/94) vs. 11.4% (21/184)] and duration of postoperative gastrointestinal decompression [4.00 (2.00, 6.00) d vs. 3.00 (2.00, 5.00) d] (all P<0.05). The eleven variables selected via LASSO were incorporated into each of the eight machine learning models. Results demonstrated that the random forest model achieved the highest performance in the validation set, with an AUC of 0.894 (95% CI: 0.800-0.985), accuracy of 0.820 and sensitivity of 0.606. Calibration plots and DCA confirmed the robustness of the random forest model. SHAP analysis indicated that age, pancreatic duct diameter and preoperative aspartate aminotransferase were important predictors in the random forest model. Conclusion:The random forest model developed in this study demonstrated a good predictive performance for CR-DGE after LPD and may assist in the early identification of high-risk patients in clinical practice.
6.The feasibility and safety of simultaneous bilateral adrenal vein sampling using 4F-MPA1 catheter via right elbow vein access:preliminary results in 51 patients
Qingan LI ; Qinghe WANG ; Ming YU ; Luhong LI ; Junwei WEN ; Shuangyu SHEN ; Jiali CHU ; Junxia WU ; Yi JIN ; Yuanhao LI
Journal of Interventional Radiology 2024;33(2):176-181
Objective To discuss the feasibility and safety of simultaneous bilateral adrenal vein sampling(AVS)using two 4F-MPA1 catheters via right elbow vein access.Methods A total of 51 consecutive patients with primary aldosteronism,who received simultaneous bilateral AVS using two 4F-MPA1 catheters(one of the two catheters was shaped into pig tail figure)via right elbow vein access at Xiangyang Municipal Central Hospital between October 2021 and October 2022,were enrolled in this study.The used catheter,the success rate of simultaneous bilateral AVS,and the incidence of complications rate were calculated.Results The 4F-MPA1 catheter was used for all of the right AVS,while a specially shaped 4F-MPA1 catheter was used for the main trunk vein AVS of the left adrenal gland and the central vein AVS of the left adrenal gland.The success rate of simultaneous bilateral AVS was 92.2%(47/51).Adrenal hematoma occurred in one patient(1.96%).Conclusion The technique of simultaneous bilateral AVS using two 4F-MPA1 catheters via right elbow vein access is simple to operate,less traumatic,and clinically safe and feasible.However,due to the small sample used in this study,the clinical value of this technique still needs further investigation and verification.
7.Prevalence and risk factors of thyroid nodules in health examination population
Ming YU ; Qingan LI ; Hongxia SHUAI ; Tao GUAN ; Juan DING
Clinical Medicine of China 2022;38(5):448-454
Objective:To explore the prevalence and risk factors of thyroid nodules in physical examination population.Method:A total of 5934 Han people who underwent physical examination in the physical examination center of the Affiliated Hospital of Hubei University of Arts and Sciences from August 2016 to August 2019 were selected as the research objects. Retrospective research methods were used to divide them into thyroid nodule group and thyroid non nodule group according to the results of thyroid ultrasound examination, and statistical analysis was carried out in combination with relevant data. T-test was used for the comparison between measurement data groups that conform to the normal distribution and χ 2 test was used for the comparison between counting data groups. Binary Logistic regression was used to analyze the relationship between different factors and thyroid nodules, and the odds ratio ( OR) and 95% confidence interval (95% CI) were calculated. Results:(1) The prevalence of thyroid nodules in all population is 28.1% (1 668/5 934), the prevalence of thyroid nodule is 23.1% (977/4 230) in men and 40.6% (691/1 704) in women separately, and the distribution is obviously higher in women than that in male (χ 2=183.13, P=0.008). The prevalence increased with aging in both sexes ( P=0.001). (2) The correlation between the clinical data of physical examination population and thyroid nodules was analyzed according to gender. Among male patients, the rates of BMI≥23.0 kg/m 2 (82.2% (803/977)), diabetes (14.7% (144/977)), hypertension (44.4% (434/977)) and smoking history (63.1% (616/977)) in thyriod nodule group were higher than those in the non thyroid nodule group (78.9% (2 565/3 253), 8% (260/3 253), 29.3% (952/3 253), 56.9% (1 851/3 253)) (χ 2 were 5.17, 39.59, 78.35 and 11.80, respectively; P values were 0.023, 0.009, 0.005 and 0.007, respectively). Among female patients, the rates of BMI ≥23.0 kg/m 2 (55% (380/691)), obesity (31.1% (215/691)), diabetes (6.2% (43/691)), hypertension (28.9% (200/691)), high total cholesterol (43.6% (301/691)), low high-density lipoprotein cholesterol (7.1% (49/691)), high triglycerides (28.4% (196/691)), and high low-density lipoprotein cholesterol (29.1% (201/691)) in thyroid nodule group were higher than those in the non thyroid nodule group (43.6% (442/1 013), 22.5% (228/1 013), 1.9% (19/1 013), 19.2% (195/1 013), 34.7% (352/1 013), 17.9% (181/1 013), 21.5% (218/1 013), 4.5% (46/1 013)), and the differences were statistically significant (χ 2 were 21.23, 15.82, 22.14, 21.68, 13.51, 26.27, 12.69 and 5.08, respectively; P values were 0.007, 0.006, 0.009, 0.007, 0.008, 0.005, 0.005 and 0.024, respectively). (3) Multiple logistic regression analysis reveal that age ( OR=1.530, 95% CI:1.463-1.621, P=0.009), sex ( OR=3.580, 95% CI:2.931-4.381, P=0.005), smoking ( OR=1.360, 95% CI:1.161-1.592, P=0.007) and high blood pressure ( OR=1.290, 95% CI:1.121-1.482, P=0.006) were the risk factors of thyroid nodule. Conclusion:The prevalence of thyroid nodules is 28.1% in XiangYang and surrounding areas, and the elders, women, smoking and high blood pressure were the risk factors of thyroid nodule.
8.Empirical study on health literacy improvement through grid model of health education in college students
LI Lili, LIANG Zhijing,YANG Haojie, SHE Jun, LIU Qingan, HAO Yan
Chinese Journal of School Health 2021;42(2):224-227
Objective:
To explore the application of grid health education model in improving college students health literacy.
Methods:
The clustered stratified random sampling method was used among the pre-formative education freshmen in a Xi-an university, with 1 123 students randomly selected totally. The intervention group (578) received health literacy education based on grid health education model, while the control group (545) receuved the original health education model. The effect of gird model of health education on health literacy was compared between two groups of college students after one-semester intervention.
Results:
Insufficient health literacy was found among freshmen participants in Xi an(17.12%, 17.61%); health literacy on prevention and treatment of chronic diseases (15.92%, 16.70%) was significantly lower than the national average level of urban residents(22.73%). Health literacy of the two groups of college students was significantly improved(47.75%, 27.71%, χ 2=20.50, 5.47, P<0.05). The grid health education model had significant effects in improving health literacy among college students, except for health literacy on safety and emergency(P<0.05).
Conclusion
Health literacy of college students is insufficient compared to that of urban residents in China. Grid model of health education model is superior to conventional health education model, which is in line with the requirements of health education in colleges in the new era.
9.Anatomical study of anterior occipitocervical fixation with clival screw and plate via transoral approach
Wei JI ; Junhao LIU ; Zhiping HUANG ; Zucheng HUANG ; Qi LIU ; Junyu LIN ; Ruoyao LI ; Xiuhua WU ; Qingan ZHU
Chinese Journal of Orthopaedics 2020;40(16):1089-1097
Objective:To evaluate the feasibility of the screw and plate for clival fixation using a transoral expanded approaches.Methods:The transoral expanded approaches were performed on craniocervical segment specimens obtained from 7 subjects, including transoral approach (TO), transoral with soft (TOP) or hard (TOHP) palate split, mandibulotomy (MO) and mandibuloglossotomy (MLO). The distribution and thickness of soft tissue, the configuration of the vertebral arteries, the distance between the midline and the vertebral arteries, the exposed area of the clivus and cervical spine, and the range of screw angle (the angle between the line from the lower incisor or the central base of the mandible to the exposed area of the clivus and the tangent line of the clivus) were evaluated.Results:The thickness of the soft tissue on the posterior pharyngeal wall above the clival pharyngeal nodules was 3.5±0.6 mm. That on the anterior C 1-C 5 vertebrae was 5.0±0.5 mm. The distances from the bilateral vertebral arteries to the midline was 19.5±1.2 mm at C 1, 2, 14.6±2.7 mm at C 2, 3, 14.0±2.7 mm at C 3, 4, and 13.9±2.7 mm at C 4, 5. For the TO approach, the longitudinal diameter of the exposed clivus was 8.3±3.0 mm. The distance from the lower incisor to the superior margin of the exposed clivus, the lower margin of the exposed clivus, the anterior arch of C 1, the vertebral body of C 2 and C 3 were 104.7±4.3 mm, 99.2±6.8 mm, 81.4±4.3 mm, 75.1±4.0 mm and 68.7±6.5 mm, respectively. Six specimens were exposed to the C 3, while one was exposed to the C 2. For the TOP approach, the longitudinal diameter of the exposed clivus was 18.5±4.8 mm. The distance from the lower incisor to the superior margin of the exposed clivus and the pharyngeal nodules were 107.9±6.7 mm and 104.8±6.7 mm, respectively. For the TOHP approach, the longitudinal diameter of the exposed clivus was 26.3±1.8 mm (the clival length) with distance from the lower incisor to the superior margin of the clivus 112.4±12.6 mm. For the MO/MLO approach, the entire clivus was exposed. The distance from the central base of the mandible to the superior and inferior margin of the exposed clivus and the pharyngeal nodules were 141.8±15.7 mm, 131.0±9.9 mm and 120.5±8.2 mm, respectively. The inferior margin of the exposed cervical vertebra was C 5, 6. The rate of the clival screw placement through anterior occipitocervical fixation using TO, TOP, TOHP, MO and MLO was 0%, 71% (5/7), 86% (6/7), and 100%, respectively. The screw angle was 99.0°±1.8°, 92.6°±7.7°, 92.6°±7.7°, 75.1°±7.7°, and 75.1°±7.7°, respectively. Conclusion:Occipitocervical fixation with clival screw and plate could be conducted in most cases via TOP and TOHP approaches. However, in some cases with small split-mouth or mouth opening limited, smaller clival screw angle caused by basilar impression or basilar invagination, requiring fixation and reconstruction of the lower cervical spine, and the MO/MLO approaches could be still required to achieve the fixation.
10.An analysis of the incidental irradiation to the axillary levelsⅠ-Ⅲlymph node during radiotherapy after breast conserving surgery
Xiaodong GU ; Xin QI ; Qingan WANG ; Xianshu GAO ; B ZHAO ; Xiaomei LI ; Hongzhen LI ; Ling XIN ; Yinhua LIU
Chinese Journal of Radiological Medicine and Protection 2018;38(6):434-438
Objective To evaluate the incidental irradiation to the axillary levels Ⅰ,Ⅱ and Ⅲduring the whole breast radiotherapy after breast conserving surgery(BCS)without axillary lymph node dissection(ALND)in breast cancer(BC)patients.Methods A retrospective analysis was performed on the consecutive 42 cases of T1-2N0M0stage BC patients with sentinel lymphnode biopsy(SLNB)and BCS but without ALND.The axillary lymph nodes of Ⅰ,Ⅱ and Ⅲ were delineated according to RTOG atlas guideline.Three radiotherapy plans including conventional tangential field(CTF),three-dimensional conformal radiotherapy(3D-CRT)and forward-planned intensity-modulated radiotherapy(IMRT)for whole breast irradiation were devised for each case.The Prescription dose was 50 Gy per 25 fractions.Doses to axillary levels(Ⅰ-Ⅲ)were evaluated.Results The mean doses delivered to axillary by the three techniques(CTF,3D-CRT and IMRT)were(40.1 ±6.8),(35.4 ±8.3),(32.9 ±7.0)Gy for level Ⅰ(F=10.269,P<0.05),(33.2 ±7.1),(30.6 ±6.7),(30.4 ±7.0)Gy for level Ⅱ(P>0.05)and(9.6 ±6.8),(6.4 ±4.5),(5.2 ±3.7)Gy for level Ⅲ(F =8.377,P <0.05),respectively.V50(volume receiving 50 Gy)for the three techniques were 21.3%,27.6%,9.6%for level Ⅰ(F=13.161,P<0.05),12.9%,15.9%,8.3%for level Ⅱ(F=2.750,P<0.05)and 0.4%,0.1%and 0%for level Ⅲ(P>0.05),respectively.Conclusions The doses coverage to axillary levelsⅠ-Ⅲwere all limited in the three techniques.Therefore,it is necessary to assess the risk of axillary lymph node metastasis adequately to develop individualized radiotherapy plans.


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