BackgroundGraduate students frequently face life events， many of which may adversely affect their mental well-being. However， the interaction between life events and the development of depression， anxiety， and somatic symptoms remains unclear. ObjectiveTo explore the relationship between life events and the development of depressive， anxiety and somatic symptoms in graduate students， thereby informing prevention strategies for these conditions. MethodsA sample of 6 722 newly enrolled graduate students at a comprehensive university in Southwest China from September to November 2018 was selected. The assessment was conducted using the Adolescent Self-rating Life Events Checklist （ASLEC）， the 7-item Generalized Anxiety Disorder scale-7 item （GAD-7）， the Patient Health Questionnaire Depression Scale-9 item （PHQ-9）， and the Patient Health Questionnaire-15 （PHQ-15）. Network analysis was implemented by using the bootnet and qgraph packages in the R software （version 4.2.3）， with centrality indices calculated to identify core and bridge symptoms within the network. ResultsThe study encompassed a total of 6 171 graduate students， representing 91.80% of the target population. The prevalence rates of anxiety， depressive， and somatic symptoms among graduate students were 12.59% （777/6 171）， 16.63% （1 026/6 171）， and 27.66% （1 707/6 171）， respectively. Network analysis revealed that 'academic stress' was the core symptom with the highest strength and expected influence （both values=1.207）， while 'feeling down， depressed， or hopeless' was the bridge symptom with the highest bridge strength and bridge expected influence （both values=0.454）. There was no significant difference in global network strength and edge weight between women and men （P>0.05）. ConclusionAcademic stress， emerging as the core symptom， assumes a dominant position within the symptom network and exhibits strong interactions with other negative affective states. There was no gender difference in the network structure.

Objective:To explore the epidemiological characteristics of septic shock in children and analyse the risk factors for prognosis.Methods:Retrospective study was conducted to collect the clinical data of 90 children with septic shock admitted to PICU from January 2017 to July 2020.Logistic regression analysis was used to analyze the epidemiological characteristics and risk factors of death of children with septic shock.Results:Among the 90 children with septic shock, 27 patients died, with a fatality rate of 30.0%.The primary infection sites were mainly in lungs and gastrointestinal/abdominal cavity, and the mortality rate of children with septic shock caused by primary gastrointestinal/abdominal infection was higher than that of lungs infection(48.1% vs.23.7%, χ2=6.049, P<0.05), and the time of death was shorter than that of lungs infection[2.1(0.9, 6.5)d vs.8.0(2.2, 13.5)d, H=2.052, P<0.05]. With the prognosis of children as dependent variable, the sex, age, pediatric critical illness score, glasgow coma scale, hypotension, combination with basic diseases, high lactic acidosis as well as severe pneumonia, gastrointestinal function failure, liver failure, acute kidney injury, and stress hyperglycemia were introduced to Logistic regression equation.The results showed that pediatric critical illness score, hypotension, combination with basic diseases, gastrointestinal function failure, liver failure, and acute kidney injury were related to the prognosis of children with septic shock, and hypotension, gastrointestinal function failure and combination with basic diseases were independent risk factors for death in children with septic shock. Conclusion:It is necessary to strengthen early intervention for primary gastrointestinal/abdominal infection, combined with underlying diseases and septic shock in compensatory stage.

Objective To assess the risk of public health incidents in the Hankou River Beach during the 7th World Military Games, and to provide reference for risk early warning and emergency preparedness. Methods An expert consultation meeting was held to determine the evaluation index and risk scores. Based on the Kaiser model, a public health risk assessment system suitable for Hankou River Beach was established, and the risk value of each risk event was calculated by the method of risk value calculation. The risk matrix method was used to evaluate the risk levels of different risk events in different areas of Hankou River Beach. Then, according to the calculated Borda values and order values of risk events in different regions, the different risks were ranked in each area. Results The calculation revealed that the risk values of schistosomiasis in the first, second, third and fourth stages of the river beach were 8.43%, 14.68%, 25.26% and 27.56%, respectively; the risk values of vector infectious diseases in each stage were 13.42%, 16.40%, 18.67% and 19.22%; the risk values of accidental injury and other events were 20.34%, 22.94%, 19.00% and 16.53%. According to the risk matrix, the first and second stages of schistosomiasis and vector borne infectious diseases, as well as the fourth stage of accidental injuries were located in the low-risk zone, while the other risk events were in the medium risk zone. The ranking results of Borda sequence value showed that the highest risk public health events in the first and second phases of the river beach were accidental injuries and others, in the third phase was schistosomiasis and accidental injuries, and in the fourth phase was schistosomiasis. Conclusion Considering the results of each evaluation method, the public health events with the highest risk in phase I and phase II of the river beach were accidental injuries, while in phase III and phase IV were schistosomiasis. It is suggested that relevant departments should formulate different strategies and take targeted measures to ensure the public health and safety of Hankou river beach during the Military Games.

Objective:To investigate the clinical significance of inflammatory factors in bacterial infection children with glucose-6-phosphate dehydrogenase (G6PD) deficiency in PICU.Methods:A prospective cohort study was carried out from June 2014 to December 2017. 77 bacterial infection children with pediatric critical illness score less than 80 who were admitted to the PICU, were recruit in the study.The patient diagnosed as other basic diseases,with history of high-dose glucocorticoid use, discharged or died within 24 hours were excluded.The recruited patients were divided into G6PD deficiency group (observation group with 36 cases) and non-G6PD deficiency group (control group with 41 cases) according to the presence or absence of G6PD deficiency.Blood samples were taken at admission, 12 hand 24 h after hospitalization to detect the concentrations of tumor necrosis factor (TNF-α), interleukin 6 (IL-6), interleukin 10 (IL-10) andC-reactive protein (CRP). T test, χ2 test and Fisher exact test were used to analyze the changes of the above inflammatory factors, complications, prognosis, PICU stay time and hospitalization costs. Results:The levels of inflammatory factors in the observation group were significantly higher than those in the control group at admission, 12 and 24 hours after hospitalization, the differences were statistically significant (all P< 0.05). There was no statistically significant difference in thechangerate of inflammatory factors between the two groups during treatment; The PICU stay time of observation group was longer [(7.98 ± 6.55) vs (5.01 ± 6.21)] and the hospitalization cost (yuan) was higher [(36 634.09 ± 11 876.67) vs (31 571.42 ± 10 245.80)], P<0.05; Compared to the control group, the incidence ofsevere sepsis, septic shock, MODS increased significantly, and the curative rate decreasedsignificantly in observation group( P<0.05). Conclusions:G6PD-deficient children with bacterial infections had serious inflammatory reactions with poor prognosis and higher hospitalization costs and were susceptible to the occurrence of severe sepsis, septic shock and MODS.

Objective:To explore the serum levels of inflammatory cytokines and prognosis in severe acute infection children with glucose-6-phosphate dehydrogenase(G6PD) deficiency.Methods:A total number of 160 children with severe acute infections admitted to PICU of Guangxi Zhuang Autonomous Region Maternal and Child Health Hospital from June 2014 to December 2017 were selected as subjects in this study, including 80 children with G6PD deficiency(observation group) and 80 children without G6PD deficiency(control group). The changes of TNF-α, IL-6, IL-10 and CRP were dynamically monitored at 0-hour, 12-hour and 24-hour after admision, and the occurrences of sepsis, multiple organ dysfunction syndrome(MODS) were prospectively analyzed.Results:The levels of serum cytokines and CRP in the observation group were significantly higher than those in the control group at admission[TNF-α: (65.57±19.09) pg/ml vs.(46.53±20.34) pg/ml; IL-6: (98.90±29.02) pg/ml vs.(89.89±25.54) pg/ml; IL-10: (87.66±21.84) pg/ml vs.(76.34±19.01) pg/ml; CRP: (60.18±22.24) mg/L vs.(41.43±19.51) mg/L, respectively], and the differences between two groups were statistically significant( P<0.05). The levels of cytokines and CRP in the observation group were higher than those in the control group at 12 h and 24 h after treatment( P<0.01). Compared with the control group, the incidences of sepsis(82.50% vs 67.50%) and MODS(73.75% vs 58.75%) in the observation group increased, and the recovery rate(81.25% vs 92.50%) decreased, with statistical significance between two groups( P<0.05). Conclusion:Children with G6PD deficiency need to be paid more attention to inflammation, sepsis, MODS and the difficulty of treatment when they are infected.The potential mechanism may be related to oxidative stress.

Objective:To investigate the effect of specialized continuous blood purification team (SCT) in the treatment of septic shock in children.Methods:The clinical data of 68 children with septic shock treated with continuous blood purification (CBP) from January 2012 to June 2019 were retrospectively analyzed.Choosing the date of SCT established(January 1, 2017) as the bound, the children were divided into the control group (before the establishment of SCT) and the observation group (after the establishment of SCT) according to whether the CBP was implemented by SCT.The CBP implementation rate, CBP time to get on the machine, the incidence of CBP-related adverse events and the prognosis of the two groups were compared.Results:There were no significant differences between two groups about baseline data such as gender, age and pediatric critical illness score( P>0.05). The CBP implementation rate of the observation group was higher than that in control group (96.7% vs.73.7%, P<0.05), and the CBP time to get on the machine was shorter than that in control group[(1.93±0.65)h vs.(6.25±2.38) h, P<0.01]. The overall incidence of CBP-related adverse events was lower than that in control group (18.7% vs.66.2%, P<0.01), and the 28 d survival was higher than that in control group(83.3% vs.60.5%, P<0.05). Conclusion:SCT can significantly improve the implementation rate and efficiency of CBP treatment in children with septic shock, reducing the incidence of CBP-related adverse events, and improving the survival rate.

Objective To determine whether relative abundance of epidermal growth factor receptor (EGFR) mutations in plasma predicts clinical response to epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) in patients with advanced lung adenocarcinoma. Methods In this prospective study, adult patients with advanced lung adenocarcinoma were enrolled in our hospital from 1 April 2016 to 1 January 2017. EGFR mutations in tumor tissues were detected by ADx-amplification refractory mutation system (ADx-ARMS). EGFR mutations of plasma free tumor DNA were detected by ADx-ARMS and ADx-super amplification refractory mutation system (ADx-SuperARMS) at the same time. Patients with EGFR-mutant in tumor tissues and receiving EGFR-TKIs were finally enrolled. Plasma mutation-positive patients with both methods were high abundance group.Patients with positive mutations by ADx-SuperARMS but negative by ADx-ARMS were medium abundance group. Mutation-negative patients with both methods were recognized as low abundance group. The correlation between EGFR mutation abundance and clinical response to EGFR-TKIs were analyzed. Results Among 71 patients enrolled, 42 harbored EGFR mutations in plasma were detected by ADx-ARMS, while 53 were found by ADx-SuperARMS.There were 42 patients in high abundance group, 11 in medium group while the other 18 in low group. The objective response rates (ORRs) were 69.0%,7/11 and 10/18 in high, medium and low groups, respectively. The difference was significant between high and low abundances groups (P=0.006). Median progression-free survival (PFS) in high,medium and low groups were 11.0, 8.5 and 9.0 monthes, respectively (P<0.001). In patients with tumor 19-Del, the ORRs were 70.4%,5/7 and 6/11 in high,medium and low abundance groups, respectively. The median PFS of high abundance group was significantly longer than the other two groups (12.0 monthes vs 9.0, 9.0 monthes). As to subjects with L858R mutation, the ORRs were 10/15,2/4 and 3/6,respectively, with median PFS 9.6, 5.5 and 9.5 monthes. Conclusions The relative abundance of EGFR mutations in plasma predicts clinical response to EGFR-TKIs in patients with advanced lung adenocarcinoma. The higher the mutation abundance is, the better the efficacy of EGFR-TKIs is.

Protein nitration and nitrosylation are essential post-translational modifications (PTMs) involved in many fundamental cellular processes. Recent studies have revealed that excessive levels of nitration and nitrosylation in some critical proteins are linked to numerous chronic diseases. Therefore, the identification of substrates that undergo such modifications in a site-specific manner is an important research topic in the community and will provide candidates for targeted therapy. In this study, we aimed to develop a computational tool for predicting nitration and nitrosylation sites in proteins. We first constructed four types of encoding features, including positional amino acid distributions, sequence contextual dependencies, physicochemical properties, and position-specific scoring features, to represent the modified residues. Based on these encoding features, we established a predictor called DeepNitro using deep learning methods for predicting protein nitration and nitrosylation. Using n-fold cross-validation, our evaluation shows great AUC values for DeepNitro, 0.65 for tyrosine nitration, 0.80 for tryptophan nitration, and 0.70 for cysteine nitrosylation, respectively, demonstrating the robustness and reliability of our tool. Also, when tested in the independent dataset, DeepNitro is substantially superior to other similar tools with a 7%-42% improvement in the prediction performance. Taken together, the application of deep learning method and novel encoding schemes, especially the position-specific scoring feature, greatly improves the accuracy of nitration and nitrosylation site prediction and may facilitate the prediction of other PTM sites. DeepNitro is implemented in JAVA and PHP and is freely available for academic research at http://deepnitro.renlab.org.
Amino Acid Sequence ; Amino Acids ; metabolism ; Deep Learning ; Humans ; Internet ; Neural Networks (Computer) ; Nitrosation ; Proteins ; chemistry ; metabolism ; Reproducibility of Results ; Software

Objective To investigate the clinical application of mobile ICU in long distance inter-hospital transportation of critically ill children.Methods The clinical data of 467 critically ill children admitted in the mobile ICU for long distance inter-hospital transportation during Jan 2011 to Dec 2013 were studied retrospectively.Results A total of 467 critically ill children were transported from 27 hospitals of the counties and cities around Nanning.Of these 467 cases,295 cases were male and 172 female,with ages from 29 days to 11 years(median age was 10 months) and weights from 2.5 to 40.0 kg(median weight was 8.3 kg).The transport distances were from 68 to 436 km(median distance was 157 km);the transport durations ranged from 1.5 to 13.0 h(median duration was 5.3 h),and the average pediatric clinical illness score was 83±10.Of these 107 cases(22.9%,107/467) who required first aid before transfer,63 cases(58.9%) were treated with endotracheal intubation while 26 cases(24.3%) with anti-shock therapy.All the 467 cases received sustained electrocardiographic,blood pressure,blood oxygen saturation monitoring and rehydration therapy for maintaining stable internal environment during the transportation,with 341 cases(73.0%) of them received sedative or analgesic treatment,185 cases(39.6%) received mechanical ventilation,15 cases(3.2%) received high doses of vascular active drugs.All the critically ill children were admitted to our Critical Care Department through the green channel.The vital signs improved significantly than those before transportation[heart rate:(143±19)times/min vs.(165±24)times/min;mean arterial pressure:(76±5)mmHg vs.(71±4)mmHg,1mmHg=0.133 kPa;SpO2:(95±2)% vs (92±2)%;pH:7.37±0.04 vs 7.34±0.03;lactate:(2.5±0.2)mmol/L vs (2.8±0.3) mmol/L].There were significant differences between before and after the transportation(P＜0.01,respectively).Conclusion Mobile ICU is propitious to treat the critically ill children energetically and effectively in long distance inter-hospital transportation and ensures the safety.It is worth promoting.

Objective To study the influence of the optimized pre-hospital emergency transfer sys-tem on the safety, success rate and prognosis of pediatric patients. Methods A clinical data analysis was made of 1 015 cases of critically ill children delivered with the not-optimized pre-hospital emergency transfer system as group Ⅰ( Jan. 2007-Dec. 2009 ) and those of 1 431 with the optimized pre-hospital emergency transfer system as group Ⅱ(Jun. 2010-Dec. 2012). The preparation time for dispatch,critical illness scores before and after transport,transfer success rates and outcomes were compared between the two groups. Re-sults Before transfer,the critical illness score for group Ⅰ was 81. 73 ± 18. 11,for group Ⅱ78. 45 ± 20. 96, with groupⅡ being more critical(t=4. 154,P<0. 001) and needing respirator supporting and more vasoac-tive agents(50. 5%vs. 30. 2%;60. 8% vs. 51. 6%;P<0. 01). The dispatch delay for groupⅠand groupⅡwere(19. 34 ± 6. 45)min and (16. 19 ± 5. 89)min,respectively,actual time out for groupⅡwas shorter than that for groupⅠ(P<0. 001). The critical illness scores on arrival of ward were 83. 01 ± 16. 73 in groupⅠ, 83. 97 ± 17. 50 in group Ⅱ,the score for group Ⅱ being more improved than that for group Ⅰ( P<0. 05 ) . The transfer success rates, cure and improvement rates were higher in group Ⅱ compared with group Ⅰ(97. 6% vs. 94. 8%;94. 5% vs. 91. 0%;P<0. 01). Conclusion The application of the optimized pre-hos-pital emergency care system can improve the transfer efficiency and success rate,safety and treatment effect, reduce the mortality rate of pediatric patients.