1.The predictive value of Montreal Cognitive Assessment score for weaning outcomes in patients with me-chanical ventilation in intensive care unit
Jinze TAN ; Lei ZHANG ; Wenjun PANG
Chinese Journal of Rehabilitation Medicine 2024;39(6):804-812,827
Objective:To explore the predictive value of Montreal Cognitive Assessment(MoCA)score for weaning out-comes in patients with mechanically ventilation in ICU. Method:The study enrolled 127 mechanically ventilated patients admitted to the intensive care unit of Guang-dong provincial people's hospital from October 2022 to August 2023,including 85 males and 42 females.All patients were evaluated within 24 hours of ICU admission for general information and clinical data such as MoCA score,ventilation volume(MV),Apache Ⅱ score,tidal volume(VT),shallow rapid breathing index(RSBI),oxygenation index(OI),blood gas analysis,and the duration of mechanical ventilation before a spon-taneous breathing trial.Outcomes of weaning were then evaluated,dividing patients into a successful weaning group(92 patients)and a weaning failure group(35 patients).Univariate analysis identified factors related to weaning failure;multivariable binary logistic regression determined risk and protective factors affecting the weaning outcome,calculating odds ratio(OR),95%confidence interval(95%CI)and accuracy(Acc).The receiver operating characteristic(ROC)curve of MoCA score was drawn to calculate the area under the curve(AUC),Yolden index(YI),cutoff value(Cut off),sensitivity(Se),specificity(Sp)to analyze the predic-tive value of the MoCA score in weaning mechanically ventilated patients. Result:There were no significant differences between the two groups in general data except for BMI index(P>0.05).Significant differences were observed in Apache-Ⅱ scores,MoCA scores,PaO2,VT,MV,and the dura-tion of mechanical ventilation(P<0.05).Binary logistic multivariate regression analysis showed that a higher Mo-CA score(OR=0.824,95%CI:0.720-0.944,P=0.005)was an independent protective factor for weaning out-comes.Higher minute ventilation(OR=0.600,95%CI:0.416-0.865,P=0.006)was also an independent protec-tive factor for weaning outcomes.AUC for MoCA score was 0.746(95%CI:0.661-0.819,P=0.001)with an optimal cutoff value of 20 points,corresponding sensitivity(Se)of 77.14%,specificity(Sp)of 68.48%and pre-diction accuracy(Acc)of 74.02%. Conclusion:A higher MoCA score is an independent protective factor influencing weaning outcomes.A MoCA score ≤ 20 increases the risk of weaning failure.Higher MoCA scores correlate with higher success rate of weaning;each one-point increase in MoCA score increases the success rate of 17.6%.
2.Clinical characteristics of 15 cases of renal transplantation with pre-exsiting donor-specific antibody
Hongzhao FAN ; Jia LIU ; Jiajia SUN ; Junxiang WANG ; Xinlu PANG ; Wenjun SHANG ; Guiwen FENG ; Jinfeng LI
Journal of Central South University(Medical Sciences) 2023;48(10):1583-1591
Objective:Currently,patients with pre-exsiting donor-specific antibody(DSA)are prone to antibody-mediated rejection(AMR)after surgery and are at a relatively high risk of postoperative complications and graft failure.The risk of postoperative complications and graft failure is relatively high.This study aims to discuss the clinical outcome of DSA-positive kidney transplantation and analyze the role and safety of preoperative pretreatment in DSA-positive kidney transplantation,providing single-center treatment experience for DSA-positive kidney transplantation. Methods:We retrospectively analyzed the clinical data of 15 DSA-positive kidney transplants in the Department of Renal Transplantation of First Affiliated Hospital of Zhengzhou University from August 2017 to July 2022.Eight cases were organ donation after citizen's death(DCD)kidney transplant recipients,of which 3 cases in the early stage were not treated with preoperative desensitisation therapy(DCD untreated group,n=3),and 5 recipients were treated with preoperative rituximab desensitisation(DCD preprocessing group,n=5).The remaining 7 cases were living related donors recipients(LRD)who received preoperative desensitisation treatment with rituximab and plasma exchange(LRD preprocessing group,n=7).We observed and recorded the incidence of complications with changes in renal function and DSA levels in the recipients and the survival of the recipients and transplanted kidneys at 1,3 and 5 years,and to compare the differences in recovery and postoperative complications between 3 groups. Results:All 15 recipients were positive for preoperative panel reactive antibody(PRA)and DSA and were treated with methylprednisolone+rabbit anti-human thymocyte immunoglobulin induction before kidney transplantation.DCD untreated group all suffered from DSA level rebound,delayed renal graft function(DGF)and rejection reaction after surgery.After the combined treatment,DSA level was reduced and the graft renal function returned to normal.The DCD preprocessing group were all without antibody rebound,1 recipient developed DGF and the renal function returned to normal after plasmapheresis,and the remaining 4 recipients recovered their renal function to normal within 2 weeks after the operation.In the LRD preprocessing group,2 cases had antibody rebound and 1 case had rejection,but all of them recovered to normal after treatment,and DSA was maintained at a low level or even disappeared.The incidence of DGF and rejection in the DCD untreated group were significantly higher than that in the DCD preprocessing group and the LRD preprocessing group;and there were no significant difference in the incidence of postoperative haematuria,proteinuria,bacterial and fungal infections,and BK virus infection between the 3 groups(all P>0.05).A total of 11 of the 15 recipients were followed up for more than 1 year,6 for more than 3 years,and 1 for more than 5 years,and the survival rates of both the recipients and the transplanted kidneys were 100%. Conclusion:Effective preoperative pretreatment with desensitization therapy can effectively prevent antibody rebound in DSA-positive kidney transplantation and reduce perioperative complications.
3.Reliability and validity of the Chinese version of URICA-Voice scale.
Caipeng LIU ; Yajing WANG ; Yanhua SHANG ; Yishi PANG ; Hua LI ; Jinshan YANG ; Wenjun CHEN ; Yiqing ZHENG ; Faya LIANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(5):323-328
Objective:To translate the University of Rhode Island Change Assessment of voice scale(URICA-Voice) into Chinese and test its reliability and validity. Methods:The URICA-Voice scale was converted into Chinese by literal translation, cultural adjustment, expert consultation, pre-investigation, and back translation. Convenience sampling was used to recruit patients at four speech therapy centers from February to May 2022. Then the Chinese version of the scale was distributed to them, and the reliability and validity of the scale were tested after data collection. Cronbach ɑ was used to evaluate the reliability. The critical ratio method and Pearson correlation coefficient were used for item analysis. Item-level content validity, scale-level content validity, and confirmatory factor analysis were used to test the validity of the scale. Results:A total of 247 valid questionnaires were collected. ①Item analysis: the critical ratios between a high-score and low-score groups of 32 items were all statistically significant(P<0.01) and all the critical ratios were above 3.00. The Pearson correlation between 32 items and the total score was significant(P<0.01). ②Validity analysis: I-CVI=1.00, S-CVI/Ave=1.00, χ²/df=2.30, RMSEA=0.07. Except for item 9 and 23, the standardized factor loading coefficients of other items were all above 0.50. AVE of the four dimensions of the scale was all above 0.50, and the combined reliability of the four dimensions was all above 0.70. The correlation coefficients between dimensions were less than the square root of the AVE of the dimension itself. ③Reliability analysis: the Cronbach ɑ of the whole scale was 0.94, and the Cronbach ɑ of the four dimensions were 0.88, 0.92, 0.94, and 0.88 respectively. Conclusion:The Chinese version of URICA-Voice has good reliability and validity, and can be used as a specific measurement tool for evaluating the compliance of voice training in China.
Humans
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China
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Language
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Reproducibility of Results
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Surveys and Questionnaires
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Voice
4.Identification of benign and malignant nodules in thyroid ultrasound images based on deep convolutional neural network
Wenjun Yao ; Chaoran Yin ; Hongqing Zhu ; Jianmin Jiang ; Xiaoxi Pang ; Yining Sun
Acta Universitatis Medicinalis Anhui 2023;58(5):854-858
Objective:
To explore the clinical application value of deep convoluti onal neural network for automatic detection and classification of benign and malignant thyroid nodules ultrasound images.
Methods:
A total of 1 012 ultrasound images of thyroid nodules were retrospectively selected and labeled. The YOLOv5 network model was constructed to accurately locate the location of thyroid nodules and automatically trim the area of the nodules. At the same time , a GoogLeNet network model was constructed to classify benign and malignant nodules after reduction.
Results :
In the collected data set , the mean accuracy of the target detection network for thyroid nodule location detection was 96. 2% . Meanwhile , the sensitivity, specificity, accuracy and AUC of the classification network for benign and malignant nodules were 0. 885 ,0. 822 ,0. 866 and 0. 92 respectively ,which were significantly higher than those of the AlexNet model (0. 81) , VGG model (0. 86) and MobileNet model (0. 76) .
Conclusion
The deep convo⁃ lutional neural network model has high localization and recognition ability for benign and malignant thyroid nodules in ultrasound images ,which is helpful to improve the accuracy of automatic image diagnosis.
5.Comparative analysis of single kidney transplantation for children between low weight and high weight pediatric donor
Hongchang XIE ; Ming YI ; Yonghua FENG ; Xianlei YANG ; Zhigang WANG ; Junxiang WANG ; Lei LIU ; Jinfeng LI ; Xinlu PANG ; Wenjun SHANG ; Guiwen FENG
Chinese Journal of Urology 2021;42(5):370-374
Objective:To compare the efficacy of single kidney transplantation for children from pediatric donors between body weight ≤15 kg and >15 kg.Methods:A retrospective review in 156 children with single donor kidney transplantation from August 2010 to December 2019 in the Kidney Transplantation Department of the First Affiliated Hospital of Zhengzhou University was conducted. The patients were classified into the small kidney group (pediatric donor body weight ≤15 kg) and the big kidney group (pediatric donor body weight >15 kg). In this study, 89 cases were concluded in the small kidney group and 67 cases were concluded in the big kidney group. The donor kidneys were obtained from 46 cases of small weight (≤15 kg) pediatric donors and 48 cases of large weight (>15 kg) pediatric donors. There were significant differences in age [1.00 (0.02 - 4.00) years vs. 10.00 (3.00-18.00) years], body weight [10.0 (3.4 - 15.0) kg vs. 35.0 (16.2- 35.0) kg], height [76 (50- 113) cm vs. 144 (67-172) cm], GFR [(31.50±7.46)ml/min vs. (36.79±7.00) ml/min], and renal length to diameter [(5.91±0.48) cm vs. (8.71±1.88) cm] between the small kidney group and the big kidney group ( P < 0.01). There was no significant difference between the two groups of donors in gender, cold/warm ischemia time and cause of death ( P>0.05). There were significant differences in age [(11.28±3.89) years vs. (13.86±3.56) years], body weight [(31.83±10.45)kg vs. (35.13±9.15) kg], and height [(130.02±28.56) cm vs. (143.97±16.59) cm] between recipients of the small kidney group and big kidney group ( P < 0.05). While there were no significant differences in preoperative serum creatinine level [(822.65 ± 135.04) μmol/L vs. (777.31 ± 165.40) μmol/L], HLA mismatch [(3.4 ± 1.4) site vs. (3.2±1.3) site], and primary disease between the two groups ( P > 0.05). The recovery of renal function, postoperative adverse events, postoperative children, and graft survival were compared between the two groups. Results:The renal function of the two groups of recipients returned to normal 3 months after operation. The perioperative complications in the small kidney group and the big kidney group mainly included renal delayed recovery [5.6% (5/89) vs. 7.5% (5/67), P=0.89], renal vascular embolization [3.4% (3/89) vs. 0, P=0.35], and acute rejection [2.2% (2/89) vs. 4.3% (3/67) , P=0.75]. The main cause of recipient death during the follow-up period was pulmonary infection [4.5% (4/89) vs. 6.0% (4/67) , P=0.68]. The postoperative small kidney group was followed up for an average of 30 (3-74) months. The survival rates of children in the small kidney group at the 1, 3 and 5 years after surgery were 96.6% (86/89), 91.0% (81/89) and 91.0%(81/89), while the transplanted renal survival rates were 92.1% (82/89), 86.5% (77/89) and 84.2% (75/89), respectively. The postoperative big kidney group was followed up for an average of 32 (4-89 ) months. The survival rates of children in the big kidney group were 95.5% (64/67), 94.0% (63/67) and 91.0%(61/67) in the first 1, 3 and 5 years postoperatively, while the graft survival rates were 92.5% (62/67), 83.6% (56/67) and 83.6% (56/67), respectively. The postoperative kidneys of two groups were fast-growing, and there was no significant difference between the small kidney group and the big kidney group in graft length to diameter [(9.63±0.31) cm vs. (9.75±0.71) cm] after 1 year ( P>0.05). Conclusions:The effect of single pediatric kidney transplantation for pediatric donor with body weight ≤15 kg is equivalent to that for pediatric donor with body weight >15 kg , which can be carried out clinically.
6.Complications and efficacy of kidney transplantation in children and adolescents with infant donors
Hongchang XIE ; Ming YI ; Yonghua FENG ; Zhigang WANG ; Junxiang WANG ; Lei LIU ; Jinfeng LI ; Jianguo WEN ; Xinlu PANG ; Wenjun SHANG ; Guiwen FENG
Chinese Journal of Applied Clinical Pediatrics 2021;36(21):1614-1617
Objective:To retrospectively analyze clinical data of infant donors with body weight ≤15 kg into children recipients, and to investigate the efficacy and complications under the strategy of pediatric donor to pediatric recipient (PTP) of pediatric kidney transplantation allocation.Methods:Clinical data of kidney transplantation for children with infant donors performed in the First Affiliated Hospital of Zhengzhou University from August 2010 to December 2019 were collected.Clinical data of donors and recipients, postoperative adverse events, postoperative renal recovery, and human and renal survival were analyzed.Results:A total of 50 infant donors and 93 pediatric recipients were enrolled in this study.Recipients included 89 patients with single kidney transplantation (SKT) and 4 with en-bloc kidney transplantation (EBKT). The major perioperative complications were delayed graft function (DGF) (5 cases, 5.4%) and vascular thrombosis (VT) (3 cases, 3.2%), followed by recurrence of primary nephropathy (3 cases, 3.2%), respiratory tract infection (3 cases, 3.2%), and acute rejection (AR) (2 cases, 2.2%). During the follow-up period, the main cause of death was respiratory tract infection (4 cases, 4.3%). Except for the cause of death, the main causes of graft loss were rejection (2 cases, 2.2%) and recurrence of primary kidney disease (2 cases, 2.2%). Serum creatinine decreased progressively from (824.77±150.24) μmol/L preoperatively to (90.73±47.24) μmol/L 1 month postoperatively.In SKT group, the median follow-up time was 31 months (3-74 months), and the survival rates of recipients and transplanted kidneys at 1, 3 and 5 years postoperatively were 97.5%/94.2%, 96%/88.8% and 93.1%/86.1%, respectively.In EBKT group, the median follow-up time was 50 months (13-65 months), and the survival rates of recipients and transplanted kidneys at 1, 3 and 5 years postoperatively were all 100.0%.During the fo-llow-up period, there was no significant difference in the human/kidney survival rate between groups (all P>0.05), and well acceptable transplantation outcomes were obtained. Conclusions:Single/double kidney transplantation for children and adolescent recipients from infant donors in the First Affiliated Hospital of Zhengzhou University has achieved acceptable outcomes.Adopted by the PTP strategy, the incidence of complications after kidney transplantation does not increase, indicating its safety and reliability.
7.Evaluation with time-zero biopsy in donors with acute kidney function injury and clinical effect after transplantation
Kunlun ZHU ; Lei LIU ; Wenjun SHANG ; Xinlu PANG ; Zhigang WANG ; Yonghua FENG ; Junxiang WANG ; Jinfeng LI ; Xianlei YANG ; Guiwen FENG
Chinese Journal of Organ Transplantation 2021;42(12):717-722
Objective:To evaluate the time-zero biopsy of donor kidney with acute kidney injury(AKI)in organ donation donors and examine the clinical effect after transplantation.Methods:From May 2019 to May 2020, clinical data were retrospectively reviewed for 104 donors assessed by time-zero biopsy at First Affiliated Hospital, Zhengzhou University.According to the definition of AKI and Banff2016 criteria, the kidneys of 104 donors were grouped and evaluated for transplantation.And the post-transplantation effects of donor kidneys with different degrees of pathological changes were analyzed.Results:AKI occurred in 32/104 donors.Compared with non-AKI donors, statistically significant differences existed in degrees of renal interstitial fibrosis and acute renal tubular injury ( P<0.05). However, there were no significant differences in other pathological manifestations ( P>0.05). In AKI group, kidneys of 2 donors with Banff score>3 were abandoned; in non-AKI group, among 12 donors with Banff score>3, 1 donor kidney was abandoned due to a high degree of chronic diseases.No significant inter-group difference existed in creatinine value or estimated glomerular filtration rate(eGFR)( P>0.05). AKI group had a higher incidence of postoperative delayed graft function(DGF)and longer duration.There was no statistical significance in other complications ( P>0.05). Conclusions:AKI donor kidneys with pathological manifestations below moderate renal tubular injury and Banff score<3 are feasible for transplantation.Although renal function recovery is slow after transplantation, safe outcomes may be obtained.
8.Study on Screening of Effective Components of Embelia parviflora for Tonifying Blood and Its Mechanism
Wenjun LIU ; Zuliang QUE ; Jinzhou LI ; Zijun CHEN ; Zhouyan HUANG ; Danqing PANG ; Liangni CHEN ; Yong CHEN
China Pharmacy 2020;31(3):293-297
OBJECTIVE:To inv estigate the tonifying blood effects of different extract parts of Embelia parviflora on blood deficiency model mice ,and to explore its mechanism. METHOD S:Totally 70 mice were randomly divided into blank control group(water),model control group (water),positive control group (Danggui buxue oral liquid ,324 g/kg),petroleum ether , ethyl acetate ,n-butanol and water parts of E. parviflora groups(4.2,10.64,22.07,5.0 g/kg respectively ,calculated by the extractum),with 10 mice in each group. The mice were given medicine intragastrically ,once a day ,for consecutive 14 d. Except for blank control group ,other groups were given intraperitoneal injection of cyclophosphamide (80 mg/kg)on 12th and 13th day of starting administration to induce blood deficiency model. 30 min after last administration ,automatic hematology analyzer was used to detect the levels of peripheral hemogram indexes (WBC,RBC,HCT,PLT,HGB);the levels of IL- 2,IL-3,IL-6,EPO, G-CSF,M-CSF and VCAM- 1 were determined by ELISA ;thymus and spleen indexes were calculated. RESULTS :Compared with blank control group ,peripheral hemogram indexes levels ,serum levels of IL- 2,IL-3,IL-6,EPO,G-CSF,M-CSF,VCAM-1 and thymus index were decreased significantly ,while spleen index was increased significantly (P<0.01). Compared with model control group,there was no statistical significance in above indexes of mice in petroleum ether part of E. parviflora group(P>0.05). The levels of RBC ,HGB,PLT,the serum levels of IL- 2,IL-6,G-CSF,M-CSF,VCAM-1 and thymus index in ethyl acetate part of E. parviflora group were significantly increased (P<0.05 or P<0.01),while there was no statistical significance in other indexes (P>0.05). Except for no significant increase of WBC in water part of E. parviflora group,above peripheral hemogram indexes , serum indexes and thymus index of n-butanol group and water part of E. parviflora group were increased significantly while spleen index was decreased significantly (P<0.05 or P<0.01). CONCLUSIONS:The ethyl acetate ,n-butanol and water parts of E. parviflora can improve immunological function and the expression of hematopoietic factors in blood deficiency model mice ,and shows certain blood tonifying effects.
9.Nutritional risk screening and related factors of cancer patients in community of Shanghai, 2018-2019
Yanmin WANG ; Jianqin SUN ; Jianjing XIONG ; Chunxiao WU ; Yi PANG ; Pingping BAO ; Xiaoming YANG ; Min ZHANG ; Wenjun GAO
Chinese Journal of Preventive Medicine 2020;54(12):1421-1426
Objective:To study the risk of malnutrition and related factors of cancer patients in community of Shanghai.Methods:From October 2018 to January 2019, four communities, Pengpu New Village Street, Pengpu Town, Jiangning Road Street, and Caojiadu Street, from 14 communities in Jing ′an District, Shanghai City, were selected by using a random cluster sampling method based on the Shanghai Cancer Registration and reporting system. All cases of malignant tumors and benign tumors of the central nervous system were included. A total of 4 396 questionnaires were distributed. After the exclusion of 9 invalid questionnaires, 3 310 valid questionnaires were included with a rate of 99.73%. A self-designed questionnaire was used to collect data including basic demographic characteristics, history of malignant, physical and psychological pain, nutritional demands and cognitive status. Malnutrition Universal Screening Tools (MUST) was used to analyze the nutritional risk of cancer patients in the community. Multivariate logistic regression model was applied to analyze potential factors.Results:Among the 3 310 cancer patients who completed the survey, the average age of study participants was (64.05±13.02), and 1 467 cases (44.32%) were males. The incidence rate of nutritional risk was 12.84% (425/3 310). The result of logistic regression analysis showed that compared with male, other cancer patients and no physical pain, the risk factors of the occurrence of nutritional included: female ( OR=1.53,95% CI:1.23-1.92), head and neck malignant tumors ( OR=1.42,95% CI:1.07-1.90), bronchus/lung malignant tumors ( OR=1.93,95% CI:1.43-2.61), liver, biliary/pancreatic malignant tumors ( OR=2.11,95% CI:1.21-3.65) and upper gastrointestinal malignant tumors ( OR=6.04,95% CI:4.31-8.46), patients with physical pain ( OR=1.39,95% CI:1.02-1.89). Conclusion:Nutritional risk of cancer patients is higher in community of Shanghai. Gender, location of tumors and physical pain are associated with the occurrence of nutritional risk.
10.Nutritional risk screening and related factors of cancer patients in community of Shanghai, 2018-2019
Yanmin WANG ; Jianqin SUN ; Jianjing XIONG ; Chunxiao WU ; Yi PANG ; Pingping BAO ; Xiaoming YANG ; Min ZHANG ; Wenjun GAO
Chinese Journal of Preventive Medicine 2020;54(12):1421-1426
Objective:To study the risk of malnutrition and related factors of cancer patients in community of Shanghai.Methods:From October 2018 to January 2019, four communities, Pengpu New Village Street, Pengpu Town, Jiangning Road Street, and Caojiadu Street, from 14 communities in Jing ′an District, Shanghai City, were selected by using a random cluster sampling method based on the Shanghai Cancer Registration and reporting system. All cases of malignant tumors and benign tumors of the central nervous system were included. A total of 4 396 questionnaires were distributed. After the exclusion of 9 invalid questionnaires, 3 310 valid questionnaires were included with a rate of 99.73%. A self-designed questionnaire was used to collect data including basic demographic characteristics, history of malignant, physical and psychological pain, nutritional demands and cognitive status. Malnutrition Universal Screening Tools (MUST) was used to analyze the nutritional risk of cancer patients in the community. Multivariate logistic regression model was applied to analyze potential factors.Results:Among the 3 310 cancer patients who completed the survey, the average age of study participants was (64.05±13.02), and 1 467 cases (44.32%) were males. The incidence rate of nutritional risk was 12.84% (425/3 310). The result of logistic regression analysis showed that compared with male, other cancer patients and no physical pain, the risk factors of the occurrence of nutritional included: female ( OR=1.53,95% CI:1.23-1.92), head and neck malignant tumors ( OR=1.42,95% CI:1.07-1.90), bronchus/lung malignant tumors ( OR=1.93,95% CI:1.43-2.61), liver, biliary/pancreatic malignant tumors ( OR=2.11,95% CI:1.21-3.65) and upper gastrointestinal malignant tumors ( OR=6.04,95% CI:4.31-8.46), patients with physical pain ( OR=1.39,95% CI:1.02-1.89). Conclusion:Nutritional risk of cancer patients is higher in community of Shanghai. Gender, location of tumors and physical pain are associated with the occurrence of nutritional risk.


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