1.Influencing factors for autism spectrum disorder in Chinese children: a meta analysis
CHEN Xi ; YANG Hongsheng ; LI Wei ; ZHAI Rui ; JIANG Yanlin ; WANG Junhong
Journal of Preventive Medicine 2025;37(2):181-188
Objective:
To systematically evaluate the influencing factors for autism spectrum disorder (ASD) in Chinese children, so as to provide the evidence for risk prediction and intervention of ASD.
Methods:
The publications pertaining to the influencing factors for ASD in Chinese children were retrieved from CNKI, Wanfang Data, VIP, PubMed and Embase database from inception to August 2024. A meta-analysis was performed using R package version 4.4.1. Sensitivity analysis was performed using the "leave-one-out" evaluation procedure. Publication bias was assessed using Egger regression test.
Results:
A total of 38 high-quality articles out of 9 015 articles were finally included, covering 149 607 individuals, with 5 974 cases of ASD. The meta-analysis showed that demographic factors including family history of related diseases (OR=14.958), maternal age of ≥35 years (OR=2.287) and parental history of hazardous occupations (OR=3.511); pregnancy-related factors including history of abortion (OR=5.832), no folate supplementation before and during pregnancy (OR=4.566), tobacco exposure before and during pregnancy (OR=2.596), history of other adverse exposures before and during pregnancy (OR=3.533), history of infectious diseases during pregnancy (OR=3.753), history of non-infectious diseases during pregnancy (OR=2.563), psychological problems during pregnancy (OR=3.864), history of medication during pregnancy (OR=6.651), adverse environmental exposures during pregnancy (OR=3.754), severe pregnancy reactions (OR=5.082), abnormal perinatal period (OR=2.987), cesarean delivery (OR=1.659), other perinatal adverse factors (OR=3.856), history of neonatal asphyxia (OR=2.792) and neonatal jaundice (OR=3.687); parenting factors including non-exclusive breastfeeding (OR=2.510), early/excessive screen exposure (OR=3.589) and feeding problems (OR=3.113); and individual factors including being male (OR=3.333) and history of convulsions/epilepsy (OR=7.035) were influencing factors for ASD in Chinese children.
Conclusions
The prevalence of ASD in Chinese children is primarily associated with 23 influencing factors, including family history of related diseases, history of abortion, no folate supplementation before and during pregnancy, medication during pregnancy, early/excessive screen exposure and history of convulsions/epilepsy.
2.Therapeutic potential of exosome derived from remote ischemic conditioning in alleviating neurologic dysfunction after cardiac arrest in a rat model
Heng ZHAI ; Jihui WANG ; Xi CHEN ; Yang ZHANG ; Shuqun HU ; Jun WANG ; Yigen PENG ; Ningjun ZHAO ; Xianliang YAN ; Chenglei SU ; Tie XU
Chinese Journal of Emergency Medicine 2024;33(7):991-998
Objective:To investigate the therapeutic effect of exosomes derived from remote ischemic conditioning on neurological dysfunction after cardiopulmonary resuscitation in a rat model of cardiac arrest and the relationship with glycocalyx protection.Methods:Exosomes were isolated from the blood of healthy adult male Sprague-Dawley rats using ultracentrifugation after undergoing remote ischemic conditioning for use as intervention drugs. Nanoparticle tracking analysis technology was used for exosome detection. Thirty-six adult male Sprague-Dawley rats were randomly assigned to 3 groups ( n=12 each) :Sham group, Control group and Exosome group. Cardiac arrest was induced by asphyxia for 7 min in the Control and Exosome groups. Placebo or exosomes (1×10 10 Particles) were infused intravenously at 5 min after the rats had returned of spontaneous circulation. Neuropsychological deficit score (NDS), open field test, Y maze and Morris water maze were used to assess neurological outcomes. The levels of plasma Hyaluronic acid (HA) and syndecan-1 (Sdc-1) were detected by Elisa. The expression levels of matrix metalloproteinase-2/9 (MMP-2/9) in hippocampal CA1 region were detected by Western blot. Results:After undergoing remote ischemic conditioning, the plasma levels of exosomes were elevated in rats compared to normal rats. Compared with the control group, the behavioral experiment of rats in the exosomes group were significantly improved, as evidenced by an increase in horizontal locomotor distance (5.86±2.89 vs. 17.53±5.51, P< 0.05), an increase in the correct rate of spontaneous alternation (13.29±15.07 vs. 42.63±10.25, P< 0.05), and a shortening of avoidance latency (25.83±8.54 vs. 13.49±4.55, P< 0.05). Plasma HA and Sdc-1 levels were significantly lower 24 h after resuscitation (HA: 26.34±9.83 vs. 14.84±6.26, P< 0.05; Sdc-1: 0.05±0.03 vs. 0.02±0.02, P<0.05), along with significantly lower MMP-2/9 levels in hippocampal tissue. Conclusions:Exosomes extracted from the plasma of rats undergoing remote ischemic conditioning can improve neurological dysfunction after cardiac arrest in rats, and the mechanism may be related to the inhibition of metalloproteinases and the reduction of endothelial glycocalyx degradation.
3.A machine learning model for diagnosing acute pulmonary embolism and comparison with Wells score, revised Geneva score, and Years algorithm
Linfeng XI ; Han KANG ; Mei DENG ; Wenqing XU ; Feiya XU ; Qian GAO ; Wanmu XIE ; Rongguo ZHANG ; Min LIU ; Zhenguo ZHAI ; Chen WANG
Chinese Medical Journal 2024;137(6):676-682
Background::Acute pulmonary embolism (APE) is a fatal cardiovascular disease, yet missed diagnosis and misdiagnosis often occur due to non-specific symptoms and signs. A simple, objective technique will help clinicians make a quick and precise diagnosis. In population studies, machine learning (ML) plays a critical role in characterizing cardiovascular risks, predicting outcomes, and identifying biomarkers. This work sought to develop an ML model for helping APE diagnosis and compare it against current clinical probability assessment models.Methods::This is a single-center retrospective study. Patients with suspected APE were continuously enrolled and randomly divided into two groups including training and testing sets. A total of 8 ML models, including random forest (RF), Na?ve Bayes, decision tree, K-nearest neighbors, logistic regression, multi-layer perceptron, support vector machine, and gradient boosting decision tree were developed based on the training set to diagnose APE. Thereafter, the model with the best diagnostic performance was selected and evaluated against the current clinical assessment strategies, including the Wells score, revised Geneva score, and Years algorithm. Eventually, the ML model was internally validated to assess the diagnostic performance using receiver operating characteristic (ROC) analysis.Results::The ML models were constructed using eight clinical features, including D-dimer, cardiac troponin T (cTNT), arterial oxygen saturation, heart rate, chest pain, lower limb pain, hemoptysis, and chronic heart failure. Among eight ML models, the RF model achieved the best performance with the highest area under the curve (AUC) (AUC = 0.774). Compared to the current clinical assessment strategies, the RF model outperformed the Wells score ( P = 0.030) and was not inferior to any other clinical probability assessment strategy. The AUC of the RF model for diagnosing APE onset in internal validation set was 0.726. Conclusions::Based on RF algorithm, a novel prediction model was finally constructed for APE diagnosis. When compared to the current clinical assessment strategies, the RF model achieved better diagnostic efficacy and accuracy. Therefore, the ML algorithm can be a useful tool in assisting with the diagnosis of APE.
4.Multi-department cooperation in prevention and control of multi-drug-resistant bacteria nosocomial infectionata hospital
Ying ZHAI ; Xiaokang CHEN ; Ming ZHAO
Journal of Public Health and Preventive Medicine 2022;33(2):93-96
Objective To explore the role of multi-department cooperation in the prevention and control of nosocomial infection of multi-drug-resistant bacteria(MDRO). Methods Theretrospective analysis was conducted on 1 478 inpatients before the implementation of multi-department cooperative management (January 2019 to December 2019). The implementation of multi-department cooperative management began in January 2020, including :(1) the establishment of multi-department cooperative management organization system; (2) Establish a three-level MANAGEMENT network of MDRO; (3) Multidisciplinary joint training; (4) Clinical departments shall be equipped with clinical pharmacists; (5) The hospital infection monitoring system was used to conduct real-time monitoring on the submission of microbial samples, the detection rate of MDRO, the changes of drug-resistant bacteria and the use of antibiotics; (6) Led by the department of hospital pathology and medical Service, regular joint ward rounds should be conducted in the departments and key departments with high DETECTION rate of MDRO; (7) PDCA cycle mode was adopted for quality control of all links of nosocomial infection prevention and control measures; After the implementation of multi-department cooperative management (January 2020 to December 2020), all the hospitalized patients in 1849 cases were detected and counted, and the incidence of nosocomial infection, the detection rate of MDRO, the compliance rate of hand hygiene, the implementation rate of contact isolation, and the specimen inspection rate of therapeutic use of antibiotics and the reasonable utilization rate of antibiotics were compared before and after the implementation. Results The incidence of nosocomial infection and the detection rate of MDRO were significantly lower after the implementation of multi-department cooperative management than before (χ2=46.611, χ2=16.814, P < 0.05). The hand hygiene compliance rate and contact isolation implementation rate were significantly higher after the implementation of multi-department cooperative management than before (χ2 = 25.357, χ2=29.227, P<0.05). After the implementation of multi-department cooperative management, the sample test rate of therapeutic use of antibiotics was significantly higher than that before the implementation of multi-department cooperative management (χ2=25.576, χ2=33.624, P<0.05). Conclusion The practice of multi-department cooperative management brings into full play the advantages of interdisciplinary complementarity, improves the ability of medical staff to implement the prevention and control measures for MDRO, and can effectively reduce the incidence of nosocomial infection in MDRO.
5.Mid-term efficacy of China Net Childhood Lymphoma-mature B-cell lymphoma 2017 regimen in the treatment of pediatric Burkitt lymphoma.
Meng ZHANG ; Pan WU ; Yan Long DUAN ; Ling JIN ; Jing YANG ; Shuang HUANG ; Ying LIU ; Bo HU ; Xiao Wen ZHAI ; Hong Sheng WANG ; Yang FU ; Fu LI ; Xiao Mei YANG ; An Sheng LIU ; Shuang QIN ; Xiao Jun YUAN ; Yu Shuang DONG ; Wei LIU ; Jian Wen ZHOU ; Le Ping ZHANG ; Yue Ping JIA ; Jian WANG ; Li Jun QU ; Yun Peng DAI ; Guo Tao GUAN ; Li Rong SUN ; Jian JIANG ; Rong LIU ; Run Ming JIN ; Zhu Jun WANG ; Xi Ge WANG ; Bao Xi ZHANG ; Kai Lan CHEN ; Shu Quan ZHUANG ; Jing ZHANG ; Chun Ju ZHOU ; Zi Fen GAO ; Min Cui ZHENG ; Yonghong ZHANG
Chinese Journal of Pediatrics 2022;60(10):1011-1018
Objective: To analyze the clinical characteristics of children with Burkitt lymphoma (BL) and to summarize the mid-term efficacy of China Net Childhood Lymphoma-mature B-cell lymphoma 2017 (CNCL-B-NHL-2017) regimen. Methods: Clinical features of 436 BL patients who were ≤18 years old and treated with the CNCL-B-NHL-2017 regimen from May 2017 to April 2021 were analyzed retrospectively. Clinical characteristics of patients at disease onset were analyzed and the therapeutic effects of patients with different clinical stages and risk groups were compared. Survival analysis was performed by Kaplan-Meier method, and Cox regression was used to identify the prognostic factors. Results: Among 436 patients, there were 368 (84.4%) males and 68 (15.6%) females, the age of disease onset was 6.0 (4.0, 9.0) years old. According to the St. Jude staging system, there were 4 patients (0.9%) with stage Ⅰ, 30 patients (6.9%) with stage Ⅱ, 217 patients (49.8%) with stage Ⅲ, and 185 patients (42.4%) with stage Ⅳ. All patients were stratified into following risk groups: group A (n=1, 0.2%), group B1 (n=46, 10.6%), group B2 (n=19, 4.4%), group C1 (n=285, 65.4%), group C2 (n=85, 19.5%). Sixty-three patients (14.4%) were treated with chemotherapy only and 373 patients (85.6%) were treated with chemotherapy combined with rituximab. Twenty-one patients (4.8%) suffered from progressive disease, 3 patients (0.7%) relapsed, and 13 patients (3.0%) died of treatment-related complications. The follow-up time of all patients was 24.0 (13.0, 35.0) months, the 2-year event free survival (EFS) rate of all patients was (90.9±1.4) %. The 2-year EFS rates of group A, B1, B2, C1 and C2 were 100.0%, 100.0%, (94.7±5.1) %, (90.7±1.7) % and (85.9±4.0) %, respectively. The 2-year EFS rates was higher in group A, B1, and B2 than those in group C1 (χ2=4.16, P=0.041) and group C2 (χ2=7.21, P=0.007). The 2-year EFS rates of the patients treated with chemotherapy alone and those treated with chemotherapy combined with rituximab were (79.3±5.1)% and (92.9±1.4)% (χ2=14.23, P<0.001) respectively. Multivariate analysis showed that stage Ⅳ (including leukemia stage), serum lactate dehydrogenase (LDH)>4-fold normal value, and with residual tumor in the mid-term evaluation were risk factors for poor prognosis (HR=1.38,1.23,8.52,95%CI 1.05-1.82,1.05-1.43,3.96-18.30). Conclusions: The CNCL-B-NHL-2017 regimen show significant effect in the treatment of pediatric BL. The combination of rituximab improve the efficacy further.
Adolescent
;
Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
;
Burkitt Lymphoma/drug therapy*
;
Child
;
Disease-Free Survival
;
Female
;
Humans
;
Lactate Dehydrogenases
;
Lymphoma, B-Cell/drug therapy*
;
Male
;
Prognosis
;
Retrospective Studies
;
Rituximab/therapeutic use*
;
Treatment Outcome
6.Rapid Health Technology Assessment of Albumin-bound Paclitaxel in the Treatment of Breast Cancer
Jiemei JIANG ; Yalu WANG ; Chunlan YANG ; Lijuan FENG ; Ruonan CHEN ; Xi CAO ; Peng MEN ; Yiheng YANG ; Suodi ZHAI ; Quan XIA
China Pharmacy 2021;32(13):1611-1616
OBJECTIVE:To evaluate th e effectiveness ,safety and economy of albu min-bound paclitaxel (nab-PTX)in the treatment of breast cancer by using rapid health technology assessment (HTA),and to provide evidence-based reference for drug selection. METHODS :Retrieved from PubMed ,the Cochrane Library ,CNKI,Wangfang database and other databases ,systematic evaluation/Meta-analysis,HTA and pharmacoeconomic studies about nab-PTX in the treatment of breast cancer were included ;the conclusions were classified and analyzed by using descriptive analysis. RESULTS :A total of 5 systematic reviews/Meta-analysis , 8 pharmacoeconomic studies were included in this study. Compared with conventional taxanes ,nab-PTX increased pathological complete response (pCR)rate [OR =1.39,95%CI(1.16,1.67),P<0.001] and event-free survival (EFS)[HR=0.69,95%CI(0.57, 0.85),P<0.001] in neoadjuvant chemotherapy (NAC)-treated breast cancer patients. However ,there were no significant differences in overall survival (OS),progression-free survival (PFS),objective response rate (ORR)and disease control rate (DCR)in metastatic breast cancer (MBC)patients between 2 groups. In the terms of safety ,nab-PTX increased the incidence of grade 3-4 sensory neuropathy [OR =1.89,95%CI(1.36,2.61),P<0.001] in MBC patients ,and increased the incidence of neutropenia [OR = 1.52,95%CI(1.23,1.88,P<0.001],sensory neuropathy [OR = 2.17,95%CI(1.38,3.40),P<0.001],rash [OR =1.46,95%CI mei1213@163.com (1.18,1.80),P<0.001] and fatigue [OR =1.28,95%CI(1.04, 1.56), P=0.02] in NAC -treated breast cancer patients.Pharmacoeconomic studies showed that nab-PTX could improve the quality adjusted lif e years of MBC patients compared with traditional taxanes ,and it was a economical option. CONCLUSIONS:Nab-PTX enhances pCR in NAC-treated breast cancer patients ,but has no significant advantage in the effectiveness of MBC patients ,and increases the occurrence of ADR. Nab-PTX may have a cost-utility advantage over conventional taxanes for MBC.
7. The effect of atorvastatin combined with insulin glargine on renal function in patients with early diabetic nephropathy
Haiyan SHEN ; Xiangdong LI ; Yi LI ; Ming ZHAO ; Ying ZHAI ; Bohui GUO ; Qingjuan CHEN
Chinese Journal of Postgraduates of Medicine 2020;43(2):118-121
Objective:
To observe the effect of atorvastatin combined with insulin glargine on renal function in patients with early diabetic nephropathy.
Methods:
From January 2016 to March 2019, 100 patients with early diabetic nephropathy admitted to Hanzhong 3201 Hospital Affiliated with Xi′an Jiaotong University Medical School were selected as subjects. According to the random number table, patients were divided into control group and observation group, with 50 cases in each group. All patients underwent diet control, blood pressure control and symptomatic treatment. Patients in the control group were treated with insulin glargine to control blood glucose. Patients in observation group were given atorvastatin on this basis. After 16 weeks of treatment, the therapeutic effects of the two groups were observed, as well as the change in urinary albumin excretion rate (UAER), serum creatinine (Scr), C-reactive protein (CRP), total cholesterol (TC), and triglyceride (TG). Adverse reactions were observed during treatment in both groups.
Results:
After treatment, the levels of UAER, Scr, CRP, TC and TG of the two groups were lower than those before treatment, and the above indexes of the observation group were lower than those of the control group. The difference were statistically significant (
8.Genetic factors related to the widespread dissemination of ST11 extensively drug-resistant carbapenemase-producing Klebsiella pneumoniae strains within hospital.
Dai-Xi LI ; Yao ZHAI ; Zhao ZHANG ; Ya-Tao GUO ; Zhan-Wei WANG ; Zi-Long HE ; Song-Nian HU ; Yu-Sheng CHEN ; Yu KANG ; Zhan-Cheng GAO
Chinese Medical Journal 2020;133(21):2573-2585
BACKGROUND:
Carbapenemase-producing Klebsiella pneumoniae (CP-Kp) poses distinct clinical challenges due to extensively drug resistant (XDR) phenotype, and sequence type (ST) 11 is the most dominant blaKPC-2-bearing CP-Kp clone in China. The purpose of this current retrospective study was to explore the genetic factors associated with the success of XDR CP-Kp ST11 strains circulated in the intensive care unit (ICU) of a Chinese tertiary hospital.
METHODS:
Six ST11 XDR CP-Kp strains were identified between May and December 2014 and validated by minimum inhibitory concentration examination, polymerase chain reaction, and pyrosequencing. The six ST11 XDR CP-Kp, as well as three multi-drug resistant (MDR) and four susceptible strains, were sequenced using single-molecule real-time method. Comprehensively structural and functional analysis based on comparative genomics was performed to identify genomic characteristics of the XDR ST11 CP-Kp strains.
RESULTS:
We found that ST11 XDR blaKPC-2-bearing CP-Kp strains isolated from inpatients spread in the ICU of the hospital. Functionally, genes associated with information storage and processing of the ST11 XDR CP-Kp strains were more abundant than those of MDR and susceptible strains, especially genes correlative with mobile genetic elements (MGEs) such as transposons and prophages. Structurally, eleven large-scale genetic regions taken for the unique genome in these ST11 XDR CP-Kp strains were identified as MGEs including transposons, integrons, prophages, genomic islands, and integrative and conjugative elements. Three of them were located on plasmids and eight on chromosomes; five of them were with antimicrobial resistance genes and eight with adaptation associated genes. Notably, a new blaKPC-2-bearing ΔΔTn1721-blaKPC-2 transposon, probably transposed and truncated from ΔTn1721-blaKPC-2 by IS903D and ISKpn8, was identified in all six ST11 XDR CP-Kp strains.
CONCLUSION
Our findings suggested that together with clonal spread, MGEs identified uniquely in the ST11 XDR CP-Kp strains might contribute to their formidable adaptability, which facilitated their widespread dissemination in hospital.
Anti-Bacterial Agents
;
Bacterial Proteins
;
China
;
Electrophoresis, Gel, Pulsed-Field
;
Hospitals
;
Humans
;
Klebsiella Infections/drug therapy*
;
Klebsiella pneumoniae/genetics*
;
Microbial Sensitivity Tests
;
Multilocus Sequence Typing
;
Pharmaceutical Preparations
;
Retrospective Studies
;
beta-Lactamases/genetics*
9. A systematic review of evaluation studies on physical activity questionnaires for children and adolescents
Xi YANG ; Jingyi CHEN ; Yi ZHAI ; Wenhua ZHAO
Chinese Journal of Preventive Medicine 2019;53(12):1290-1295
Objective:
To systematically review the structure and content of physical activity questionnaires for children and adolescents and assess the overall validity and reliability of the existing international questionnaires in the last 10 years.
Methods:
Search terms, including"Physical Activity" AND "Questionnaire" OR "Self-report" OR "Recall" AND "Child*" OR "Adolescen*" OR "Youth" AND 'Valid*’ OR "Reliab*" OR "Reproducib*" OR "Sensitiv*" OR "Responsiv*", were searched for evaluation studies on physical activity questionnaires for children and adolescents in PubMed/Medline and EMBASE database from January 2008 to December 2018. The quality of eligible literature was assessed by using the consensus-based standards for the selection of health status measurement instruments (COSMIN).
Results:
A total of 37 articles containing 36 physical activity questionnaires in 7 989 participants were included. There were 68 studies on the assessment of the validity and reliability of assorted physical activity questionnaires, 45 studies for validity and 23 for reliability. The median Spearman correlation coefficients in validity studies were 0.28 for moderate-to-vigorous intensity physical activity, 0.15 for moderate-intensity physical activity, 0.27 for vigorous-intensity physical activity and 0.31 for physical activity energy expenditure. The median reliability correlation coefficients were 0.32 for sedentary behaviors, 0.53 for light-intensity physical activity, 0.80 for moderate-to-vigorous intensity physical activity, 0.54 for moderate-intensity physical activity and 0.69 for vigorous-intensity physical activity.
Conclusion
The reliability of physical activity questionnaires measured moderate-to-vigorous intensity physical activity for children and adolescents is acceptable, but the validity is low.
10.Whole Genome Analyses of Chinese Population and De Novo Assembly of A Northern Han Genome.
Zhenglin DU ; Liang MA ; Hongzhu QU ; Wei CHEN ; Bing ZHANG ; Xi LU ; Weibo ZHAI ; Xin SHENG ; Yongqiao SUN ; Wenjie LI ; Meng LEI ; Qiuhui QI ; Na YUAN ; Shuo SHI ; Jingyao ZENG ; Jinyue WANG ; Yadong YANG ; Qi LIU ; Yaqiang HONG ; Lili DONG ; Zhewen ZHANG ; Dong ZOU ; Yanqing WANG ; Shuhui SONG ; Fan LIU ; Xiangdong FANG ; Hua CHEN ; Xin LIU ; Jingfa XIAO ; Changqing ZENG
Genomics, Proteomics & Bioinformatics 2019;17(3):229-247
To unravel the genetic mechanisms of disease and physiological traits, it requires comprehensive sequencing analysis of large sample size in Chinese populations. Here, we report the primary results of the Chinese Academy of Sciences Precision Medicine Initiative (CASPMI) project launched by the Chinese Academy of Sciences, including the de novo assembly of a northern Han reference genome (NH1.0) and whole genome analyses of 597 healthy people coming from most areas in China. Given the two existing reference genomes for Han Chinese (YH and HX1) were both from the south, we constructed NH1.0, a new reference genome from a northern individual, by combining the sequencing strategies of PacBio, 10× Genomics, and Bionano mapping. Using this integrated approach, we obtained an N50 scaffold size of 46.63 Mb for the NH1.0 genome and performed a comparative genome analysis of NH1.0 with YH and HX1. In order to generate a genomic variation map of Chinese populations, we performed the whole-genome sequencing of 597 participants and identified 24.85 million (M) single nucleotide variants (SNVs), 3.85 M small indels, and 106,382 structural variations. In the association analysis with collected phenotypes, we found that the T allele of rs1549293 in KAT8 significantly correlated with the waist circumference in northern Han males. Moreover, significant genetic diversity in MTHFR, TCN2, FADS1, and FADS2, which associate with circulating folate, vitamin B12, or lipid metabolism, was observed between northerners and southerners. Especially, for the homocysteine-increasing allele of rs1801133 (MTHFR 677T), we hypothesize that there exists a "comfort" zone for a high frequency of 677T between latitudes of 35-45 degree North. Taken together, our results provide a high-quality northern Han reference genome and novel population-specific data sets of genetic variants for use in the personalized and precision medicine.


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