1.Neutrophil activation is correlated with acute kidney injury after cardiac surgery under cardiopulmonary bypass
Tingting WANG ; Yuanyuan YAO ; Jiayi SUN ; Juan WU ; Xinyi LIAO ; Wentong MENG ; Min YAN ; Lei DU ; Jiyue XIONG
Chinese Journal of Blood Transfusion 2025;38(3):358-367
[Objective] To explore the relationship between neutrophil activation under cardiopulmonary bypass (CPB) and the incidence of cardiac surgery-associated acute kidney injury (CS-AKI). [Methods] This prospective cohort study enrolled adult patients who scheduled for cardiac surgery under CPB at West China Hospital between May 1, 2022 and March 31, 2023. The primary outcome was acute kidney injury (AKI). Blood samples (5 mL) were obtained from the central vein before surgery, at rewarming, at the end of CPB, and 24 hours after surgery. Neutrophils were labeled with CD11b, CD54 and other markers. To assess the effect of neutrophils activation on AKI, propensity score matching (PSM) was employed to equilibrate covariates between the groups. [Results] A total of 120 patients included into the study, and 17 (14.2%) developed AKI. Both CD11b+ and CD54+ neutrophils significantly increased during the rewarming phase and the increases were kept until 24 hours after surgery. During rewarming, the numbers of CD11b+ neutrophils were significantly higher in AKI compared to non-AKI (4.71×109/L vs 3.31×109/L, Z=-2.14, P<0.05). Similarly, the CD54+ neutrophils counts were also significantly higher in AKI than in non-AKI before surgery (2.75×109/L vs 1.79×109/L, Z=-2.99, P<0.05), during rewarming (3.12×109/L vs 1.62×109/L, Z=-4.34, P<0.05), and at the end of CPB (4.28×109/L vs 2.14×109/L, Z=-3.91, P<0.05). An analysis of 32 matched patients (16 in each group) revealed that CD11b+ and CD54+ neutrophil levels of AKI were 1.74 folds (4.83×109/L vs 2.77×109/L, Z=-2.72, P<0.05) and 2.34 folds (3.32×109/L vs 1.42×109/L, Z=-4.12, P<0.05), respectively, of non-AKI at rewarming phase. [Conclusion] Neutrophils are activated during CPB, and they can be identified by CD11b/CD54 markers. The activated neutrophils of AKI patients are approximately 2 folds of non-AKI during the rewarming phase, with disparity reached peak between groups during rewarming. These findings suggest the removal of 50% of activated neutrophils during the rewarming phase may be effective to reduce the risk of AKI.
2.Application value of intrathecal synthetic related markers in cognitive dysfunction and various dementia diseases
Yanan LIU ; Wencan JIANG ; Chenxu WANG ; Chunqing SHAO ; Menglue ZHANG ; Wenya JIA ; Yuxuan HUANG ; Jingchun ZHAI ; Jiayi LIAO ; Guojun ZHANG
International Journal of Laboratory Medicine 2024;45(17):2076-2080
Objective To evaluate the value of intrathecal synthetic related markers in patients with mild cognitive impairment(MCI),Alzheimer's disease(AD),and other types of dementia.Methods Retrospec-tively collect the clinical data of 577 patients diagnosed with MCI(MCI group,178 cases),AD(AD group,131 cases),and other types of dementia(other types group,268 cases)from June 2019 to July 2023 in Beijing Tiantan Hospital,Capital Medical University.Oligoclonal zone electrophoresis(OCB)and 24 h intrathecal pro-tein synthesis rate(ISR)of each group were investigated,and the difference of different indexes among the groups was compared to evaluate the value of related indexes in the differential diagnosis of different diseases.Results Compared with AD group and other groups,AD group had a higher proportion of females,more patients were>50-70 years old,and the incidence of abnormal lipid metabolism was higher,with statistical significance(P<0.05).There were significant differences in OB(S),cerebrospinal fluid albumin,serum albumin and cerebrospinal flu-id IgG in different disease groups(P<0.05).IgG index and ISR in patients with positive SOB(CSF)were higher than those in negative and weakly positive patients,and the differences were statistically significant(P<0.001).IgG index was positively correlated with ISR(r=0.878,P<0.001).Conclusion Intrathecal synthetic mark-ers such as IgG index,SOB(CSF)and 24 h ISR have synergistic effects in the diagnosis of cognitive dysfunction and various dementias,which can be collectively utilized in the diagnosis of diseases.
3.Epidemiological and spatial distribution characteristics of Clonorchis sinensis human infections in Guangdong Province from 2016 to 2022
Guanting ZHANG ; Qiming ZHANG ; Yueyi FANG ; Fuquan PEI ; Qiang MAO ; Jiahui LIU ; Zhuohui DENG ; De WU ; Wencheng LU ; Jun LIU ; Yuhuang LIAO ; Jiayi ZHANG ; Jingdiao CHEN
Chinese Journal of Schistosomiasis Control 2024;36(6):584-590
Objective To investigate the epidemiological characteristics and spatial distribution characteristics of Clonorchis sinensis human infections in Guangdong Province from 2016 to 2022, so as to provide insights into formulation of the clonorchiasis control measures in the province. Methods Xinhui District of Jiangmen City, Longmen County of Huizhou City and Wengyuan County of Shaoguan City in Guangdong Province were selected as fixed surveillance sites for human clonorchiasis from 2016 to 2022, and additional 10% to 15% counties (districts) endemic for clonorchiasis were sampled from Guangdong Province as mobile surveillance sites each year from 2016 to 2022. A village (community) was randomly selected from each surveillance site according to the geographical orientations of east, west, south, north and middle, and subjects were randomly sampled from each village (community). C. sinensis eggs were detected in subjects’ stool samples using the Kato-Katz technique, and the prevalence and intensity of C. sinensis infections were calculated. In addition, subjects’ gender, age, ethnicity, educational level and occupation were collected. The Guangdong Provincial 1:1 million electronic map in vector format was downloaded from the National Geomatics Center of China, and kernel density analysis and spatial autocorrelation analysis of C. sinensis human infections in Guangdong Province from 2016 to 2022 were performed using the software ArcGIS 10.7. Results A total of 153 188 residents were tested for C. sinensis infections in Guangdong Province from 2016 to 2022, including 75 596 men (49.35%) and 77 592 women (50.65%), and there were 5 369 residents infected with C. sinensis, with 3.50% overall prevalence of infections. The prevalence rates of severe, moderate and mild C. sinensis infections were 0.76%, 7.26% and 91.97% among C. sinensis-infected residents in Guangdong Province from 2016 to 2022, and there were age-, gender-, ethnicity-, occupation- and educational level-specific prevalence of C. sinensis human infections (χ2 = 2 578.31, 637.33, 52.22, 2 893.28 and 1 139.33, all P values < 0.05). Global spatial autocorrelation analysis showed a cluster in the prevalence of C. sinensis human infections in Guangdong Province (Moran’s I = 0.63, Z = 27.31, P < 0.05). Kernel density analysis showed that the prevalence of C. sinensis human infections with a high kernel density in Guangdong Province was mainly distributed along the Zhujiang River basin in Pearl River Delta areas, followed by in eastern and northern Guangdong Province. In addition, local spatial autocorrelation analysis identified 73 high-high clusters of the prevalence of C. sinensis human infections in Guangdong Province. Conclusions The prevalence of C. sinensis human infections was high in Guangdong Province from 2016 to 2022, and mild infection was predominant among all clonorchiasis cases, with spatial clusters identified in the prevalence of C. sinensis human infections. Targeted clonorchiasis control measures are required among high-risk populations and areas.
4.Quality of urodynamics: a national cross-sectional study in China.
Xiao ZENG ; Ziyuan XIA ; Liao PENG ; Jiapei WU ; Jiayi LI ; Jianhui YANG ; Juan CHEN ; Changqin JIANG ; Dewen ZHONG ; Yang SHEN ; Jumin NIU ; Xiao XIAO ; Li WEN ; Hong SHEN ; Deyi LUO
Chinese Medical Journal 2023;136(2):236-238
5.Review and reflection on the development of health technology innovation and achievement transformation in China
Di WU ; Shujie LIAO ; Jiayi WANG ; Kaili ZHAO
Chinese Journal of Hospital Administration 2023;39(4):299-303
Technological innovation and achievement transformation are the key to the organic combination of innovation-driven development strategy and high-quality health development, and play an important role in comprehensively promoting the construction of " healthy China". The author made a comprehensive analysis of the practice of scientific and technological innovation and achievement transformation in health care over the past 40 years of reform and opening up, and summarized the various stages based on the time dimension. On this basis, the author analyzed the opportunities and challenges faced by technological innovation and achievement transformation in health care, and put forward development suggestions.
6.Meta-analysis of the efficacy of immune checkpoint inhibitors in the treatment of NSCLC with different KRAS genotypes
Wen LIAO ; Wei CHEN ; Jiayi CHEN ; Junxian YU
China Pharmacy 2023;34(24):3055-3059
OBJECTIVE To evaluate the efficacy of immune checkpoint inhibitors (ICIs) in the treatment of non-small cell lung cancer (NSCLC) with different KRAS genotypes. METHODS Retrieved from PubMed, the Cochrane Library, Web of Science, Embase, CNKI, Wanfang data and VIP, randomized controlled trials (RCTs) about ICIs alone, combined use of various ICIs or ICIs combined with traditional chemotherapy (trial group) versus traditional chemotherapy (control group) for NSCLC were collected from the inception of the databases to April 1, 2023. After screening literature, extracting data and evaluating quality, meta-analysis, sensitivity analysis and publication bias analysis were conducted by using RevMan 5.4 software. RESULTS A total of 7 RCTs involving 5 980 patients were included. The results of the meta-analysis showed that overall survival (OS) [HR= 0.79, 95%CI (0.72, 0.87), P<0.000 01] and progression-free survival (PFS) [HR=0.63, 95%CI (0.50, 0.80), P=0.000 2] of trial group were significantly longer than those of control group; furthermore, the OS of KRAS mutant type [HR=0.63, 95%CI (0.53, 0.75), P<0.000 01] and KRAS wild type [HR=0.87, 95%CI (0.78, 0.98), P=0.02], PFS of KRAS mutant type [HR= 0.58, 95%CI (0.43, 0.78), P=0.000 3] and KRAS wild type [HR=0.68, 95%CI (0.47, 0.99), P=0.04] in the trial group were all significantly longer than in the control group. Subgroup analysis by different treatment regimens showed that the OS of KRAS mutant type patients receiving first- and second-line treatment regimens, using ICIs alone and those receiving ICIs combined with traditional chemotherapy as well as PFS of KRAS mutant type and wild type patients receiving first-line treatment regimens in the trial group were all significantly longer than in the control group (P<0.05). Sensitivity analysis results indicated that the findings of this study were robust. Publication bias results showed that the possibility of publication bias in this study was small. CONCLUSIONS ICIs show significant efficacy in NSCLC patients, and NSCLC patients benefit equally regardless of whether KRAS mutations occur.
7.Application of deep learning to identify recurrent laryngeal nerve in endoscopic thyroidectomy via breast approach
Surong HUA ; Zhihong WANG ; Jiayi LI ; Junyi GAO ; Jing WANG ; Guanglin HE ; Palashate YEERKENBIEKE ; Xianlin HAN ; Ge CHEN ; Quan LIAO
Chinese Journal of Endocrine Surgery 2022;16(3):287-292
Objective:To explore whether deep learning could apply to recognize the recurrent laryngeal nerve (RLN) in videos of endoscopic thyroidectomy (ETE) via breast approach.Methods:Videos of ETE via breast approach in Peking Union Medical College Hospital from Feb. 2020 to Aug. 2021 were collected. Videos containing RLN were selected, and the outline of RLN was marked by two thyroid surgeons. Then data were divided into a training set and a test set in a ratio of 5:1 and classified into the high and low difficulty group according to a senior thyroid surgeon’s opinion. Those pictures were input to D-LinkNet model. Precision, sensitivity and mean dice index was calculated.Results:A total of 46 videos including 153, 520 frames of pictures were included in this study. 131,039 frames of 39 videos were in the training set and 22,481 frames of 7 videos were in the test set. When the intersection over union threshold was 0.1, the sensitivity and precision was 92.9%/72.8% and 47.6%/54.9% in high and low recognition group, respectively. When the intersection over union threshold was 0.5, the sensitivity and precision turned to 85.8%/67.2% and 37.6%/43.5% in high and low difficulty group, respectively. Mean Dice index was 0.781 and 0.663 in high and low difficulty group, respectively.Conclusions:RLN recognition based on deep learning is feasible and has potential application value in ETE, which may help surgeons reduce the risk of accidental injury of RLN and improve the safety of thyroidectomy.
8.Feasibility of deep learning for renal artery detection in laparoscopic video
Xin ZHAO ; Zhangcheng LIAO ; Xu WANG ; Lin MA ; Jingmin ZHOU ; Hua FAN ; Yushi ZHANG ; Weifeng XU ; Zhigang JI ; Hanzhong LI ; Surong HUA ; Jiayi LI ; Jiaquan ZHOU
Chinese Journal of Urology 2022;43(10):751-757
Objective:To explore the feasibility of deep learning technology for renal artery recognition in retroperitoneal laparoscopic renal surgery videos.Methods:From January 2020 to July 2021, the video data of 87 cases of laparoscopic retroperitoneal nephrectomy, including radical nephrectomy, partial nephrectomy, and hemiurorectomy, were retrospectively analyzed. Two urological surgeons screened video clips containing renal arteries. After frame extraction, annotation, review, and proofreading, the labeled targets were divided into training set and test set by the random number table in a ratio of 4∶1. The training set was used to train the neural network model. The test set was used to test the ability of the neural network to identify the renal artery in scenes with different difficulties, which was uniformly transmitted to the YOLOv3 convolutional neural network model for training. According to the opinion of two senior doctors, the test set was divided into high, medium, and low discrimination of renal artery and surrounding tissue. High identification means a clean renal artery and a large exposed area. For middle recognition degree, the renal artery had a certain degree of blood immersion, and the exposed area was medium. Low identification means that the exposed area of the renal artery was small, often located at the edge of the lens, and the blood immersion was severe, which may lead to lens blurring. In the surgical video, the annotator annotated the renal artery truth box frame by frame. After normalization and preprocessing, all images were input into the neural network model for training. The neural network output the renal artery prediction box, and if the overlap ratio (IOU) with the true value box was higher than the set threshold, it was judged that the prediction was correct. The neural network test results of the test set were recorded, and the sensitivity and accuracy were calculated according to IOU.Results:In the training set, 1 149 targets of 13 videos had high recognition degree, 1 891 targets of 17 videos had medium recognition degree, and 349 targets of 18 videos had low recognition degree. In the test set, 267 targets in 9 videos had high recognition degree, 519 targets in 11 videos had medium recognition degree, and 349 targets in 18 videos had low recognition degree. When the IOU threshold was 0.1, the sensitivity and accuracy were 52.78% and 82.50%, respectively. When the IOU threshold was 0.5, the sensitivity and accuracy were 37.80% and 59.10%, respectively. When the IOU threshold was 0.1, the sensitivity and accuracy of high, medium and low recognition groups were 89.14% and 87.82%, 45.86% and 78.03%, 32.95%, and 76.67%, respectively. The frame rate of the YOLOv3 algorithm in real-time surgery video was ≥15 frames/second. The false detection rate and missed detection rate of neural network for renal artery identification in laparoscopic renal surgery video were 47.22% and 17.49%, respectively (IOU=0.1). The leading causes of false detection were similar tissue and reflective light. The main reasons for missed detection were image blurring, blood dipping, dark light, fascia interference, or instrument occlusion, etc.Conclusions:Deep learning-based renal artery recognition technology is feasible. It may assist the surgeon in quickly identifying and protecting the renal artery during the operation and improving the safety of surgery.
9.Safety and efficacy of sacral neuromodulation therapy for lower urinary tract dysfunction in elderly people: A multicenter study
Xiaodong LIU ; Jiawen WANG ; Lingfeng MENG ; Wei ZHANG ; Guanghui DU ; Qing LING ; Xiaodong ZHANG ; Peng ZHANG ; Zhongqing WEI ; Baixin SHEN ; Limin LIAO ; Guoqing CHEN ; Hong SHEN ; Deyi LUO ; Zhihui XU ; Jianwei LYU ; Jiayi LI ; Tie ZHONG ; Qi CHEN ; Wei WEN ; Yaoguang ZHANG
Chinese Journal of Geriatrics 2020;39(4):418-423
Objective:To investigate the safety and efficacy of sacral neuromodulation(SNM)therapy for the treatment of lower urinary tract dysfunction(LUTD)in elderly patients.Methods:Clinical data of 91 elderly patients with LUTD from multiple medical institutions who received SNM during the period from January 2012 to December 2016 were retrospectively analyzed.Patients were divided into four groups: the interstitial cystitis(IC)group(n=28), the neurogenic bladder(NB)group(n=36), the overactive bladder syndrome(OAB)group(n=13)and the idiopathic dysuria(ID)group(n=14). Different sets of evaluation parameters were used for different diseases.Patients’ baseline data and data in stage I(test phase)and stage Ⅱ(permanent SNM)were recorded, statistically analyzed and compared.Results:Ninety-one people underwent SNM treatment.Of them, 53 patients received permanent implants(stage Ⅱ), and the total conversion rate of stage I to stage Ⅱ was 58.2%(53/91). Patients receiving permanent implants(stage Ⅱ)had a preoperative period ranging from 3 months to 30 years, and were followed up for 2 to 58 months after treatment, with an average follow-up of 19.6 months.The improvement rates in stage I for urinary urgency, daily urination frequency, daily nocturnal urination frequency, maximum urine volume, daily average urine volume, daily urine leakage frequency, and quality of life score were 35.4%, 31.6%, 33.7%, 32.6%, 49.2%, 43.2% and 13.2%, respectively.The improvement rates in stage Ⅱ for urinary urgency, daily urination frequency, daily nocturnal urination frequency, maximum urine volume, daily average urine volume, daily urine leakage frequency, and quality of life score were 43.2%, 40.0%, 37.8%, 50.5%, 70.5%, 70.4% and 43.2%, respectively.Three adverse events occurred, including 1 case of recurrent symptoms, 1 case of moderate infection, and 1 case of electrical lead dislocation.Conclusions:Sacral nerve stimulation has definitive and consistent curative effects on LUTD in elderly people.The follow-up time should be extended to further study the safety of sacral nerve stimulation.
10.Early diagnostic value of serum amyloid A combined with C-reactive protein in diagnosis of influenza A in children
The Journal of Practical Medicine 2017;33(14):2368-2370
Objective To evaluate the clinical value of serum amyloid protein(SAA),C-reactive protein (CPR)and SAA/CRP ratio in early diagnosis of influenza A in children. Method SAA,CRP,SAA/CRP ratio and serum white blood cell(WBC)count were measured in 417 children. One hundred and thirty-nine children were diagnosed with Influenza A and were enrolled in the influenza A group ,and the other 278 healthy children were enrolled in the control group from April 2016 to June 2016. The values of the screened biomarkers for diagno-sis of influenza A were assessed by ROC curve analysis. Results Levels of SAA,CRP and SAA/CRP ratio in the influenza A group were significantly higher than those in the control group(P<0.001,respectively). The areas un-der the ROC curve of SAA and SAA/CRP ratio for the diagnosis of influenza A were higher than 0.7(P<0.001). The optimal cut-off values of SAA and SAA/CRP ratio for the diagnosis of Influenza A were 10.500 mg/L and 6.165,respectively. The corresponding sensitivities of the optimal cut-off values for the diagnosis of influenza A were 85.5% and 55.4%,respectively,and the corresponding specificities were 96.8% and 91.4%,respectively. Conclusion Measurement of SAA and SAA/CRP ratio are valuable biomarkers for clinical in early diagnosis of in-fluenza A and SAA has a better diagnostic performance than CRP.

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