Depression is increasingly prevalent among adolescents and can profoundly impact their lives. However, the early detection of depression is often hindered by the time-consuming diagnostic process and the absence of objective biomarkers. In this study, we propose a novel approach for depression detection based on an affective brain-computer interface (aBCI) and the resting-state electroencephalogram (EEG). By fusing EEG features associated with both emotional and resting states, our method captures comprehensive depression-related information. The final depression detection model, derived through decision fusion with multiple independent models, further enhances detection efficacy. Our experiments involved 40 adolescents with depression and 40 matched controls. The proposed model achieved an accuracy of 86.54% on cross-validation and 88.20% on the independent test set, demonstrating the efficiency of multimodal fusion. In addition, further analysis revealed distinct brain activity patterns between the two groups across different modalities. These findings hold promise for new directions in depression detection and intervention.
Humans ; Male ; Female ; Adolescent ; Case-Control Studies ; Depression/diagnosis* ; Early Diagnosis ; Rest ; Electroencephalography/methods* ; Brain-Computer Interfaces ; Models, Psychological ; Reproducibility of Results ; Affect/physiology* ; Photic Stimulation/methods* ; Video Recording ; Brain/physiopathology*

Objective:To identify the relevant factors for the first-course remission of acute myeloid leukemia (AML) and to develop a predictive model as well as assess its predictive capability.Methods:Clinical data of 749 patients newly diagnosed with AML admitted to the Department of Hematology, the First Affiliated Hospital, Zhejiang University, School of Medicine from January 1, 2019, to April 30, 2023, were collected and randomly divided into training and validation sets. Multivariate logistic regression analysis was conducted to determine variables associated with complete remission in the first course of induction therapy, and a predictive model was established based on these variables. The receiver operating characteristic (ROC) curve of the predictive model was plotted, and the area under the curve (AUC) was calculated.Results:The indicators predicting the first remission course included peripheral blood white blood cell count during onset, CBF::MYH11 fusion gene, CEBPA bZIP region mutation, myelodysplastic syndrome-related gene mutation, and induction chemotherapy regimen selection as independent factors for the first remission course. The model’s area under the training and validation curves was 0.738 (95% CI: 0.696-0.780) and 0.726 (95% CI: 0.650-0.801), respectively. The Hosmer-Lemeshow test results yielded P-values of 0.993 and 0.335, respectively. Conclusion:In this study, the developed model demonstrates a strong predictive capability for the efficacy of the first course of patients with AML, providing valuable guidance to clinicians in assessing patient prognosis and selecting appropriate treatment strategies.

Objective To investigate the status quo of indwelling needles use in the hospitals at all lev-els in Chongqing city,and to evaluate the normalization and safety of indwelling needles use by referring to Nursing Practice Standards for Intravenous Therapy.Methods A self-designed questionnaire was used in July 2023 to conduct a cross-sectional survey on the use of indwelling needles in the hospitals at all levels in Chongqing city.Results A total of 30 807 patients in 77 hospitals were included,among them 62.67%used indwelling needles.The closed type indwelling needles accounted for 88.87%and the safety type indwelling needles accounted for 41.74%.Non-needle infusion connectors accounted for 37.78%,and steel needle con-nected with heparin caps accounted for 51.69%.95.66%of puncture site was in the upper limb,the non-cor-rosive drug infusion accounted for 87.57%,and the complications occurrence rate was 2.46%.Among the 6 419 surveyed nurses,75.51%removed indwelling needles based on clinical indications.There were statistically significant differences in the usage rates of closed type indwelling needles and non-needle infusion connectors among hospitals at different levels(P<0.05).There were also statistically significant differences in the inci-dence rates of complication and phlebitis(P<0.05).Conclusion The overall application of indwelling needles in the hospitals at all levels in Chongqing city is generally standardized,but the use of safety type indwelling needles and needle-free infusion connectors still needs to be improved.

Objective:To investigate the incidence of common complications following vaginal delivery and analyze their influencing factors among women of reproductive age.Methods:This prospective cohort study consecutively enrolled women who delivered vaginally at two campuses of the Obstetrics and Gynecology Hospital of Fudan University between February and July 2023. Participants were categorized into groups according to complication occurrence: those with obstetric laceration versus those without, postpartum hemorrhage versus non-hemorrhage, and retained placenta/membranes without hemorrhage vs. non-retention. Data were collected using a self-developed questionnaire on risk factors for vaginal delivery complications. Group comparisons of demographics, obstetric history, intrapartum assessments, and delivery outcomes were performed using Chi-square test (or Fisher's exact test), independent samples t-test, and Mann-Whitney U test. Multivariate logistic regression identified risk factors for the three complication types. Results:Among 1 966 vaginal deliveries, the overall complication rate was 8.1% (159/1 966), with obstetric lacerations representing the most frequent complication at 4.6% (91/1 966), followed by postpartum hemorrhage at 2.7% (53/1 966) and retained placenta/membranes without hemorrhage at 1.4% (27/1 966). Multivariate logistic regression analysis identified distinct sets of independent risk factors for each complication. For obstetric lacerations, adequate gestational weight gain was associated with a reduced risk ( OR=0.547, 95% CI: 0.332-0.900, P=0.018), while precipitous labor ( OR=2.633, 95% CI: 1.321-5.248, P=0.006), shoulder dystocia ( OR=2.495, 95% CI: 1.093-5.691, P=0.030), poor maternal cooperation ( OR=1.887, 95% CI: 1.061-3.359, P=0.031), and specific perineal conditions—particularly reduced skin folds ( OR=2.341, 95% CI: 1.247-4.395, P=0.008) and tight/thick/edematous skin ( OR=2.511, 95% CI: 1.248-5.054, P=0.010)—emerged as significant risk factors. Regarding postpartum hemorrhage, conception through assisted reproductive technology ( OR=3.286, 95% CI: 1.189-9.076, P=0.022), presence of obstetric comorbidities ( OR=2.460, 95% CI: 1.070-5.656, P=0.034), elevated D-dimer levels ( OR=1.157, 95% CI: 1.049-1.277, P=0.004), reduced fibrinogen ( OR=0.521, 95% CI: 0.319-0.851, P=0.009), weak uterine contractions ( OR=20.175, 95% CI: 10.352-39.321, P<0.001), abnormal placentation ( OR=2.434, 95% CI: 1.167-5.078, P=0.018), and absence of early skin-to-skin contact ( OR=0.141, 95% CI: 0.067-0.295, P<0.001) were independently associated with increased risk. For retained placenta/membranes without hemorrhage, prolonged thrombin time ( OR=0.117, 95% CI: 0.034-0.318, P<0.001) and abnormal placentation ( OR=51.843, 95% CI: 14.988-179.324, P<0.001) were identified as primary risk factors. Conclusions:While the overall incidence of complications following vaginal delivery among women of reproductive age is relatively low, high-risk groups warrant particular attention. Precipitous labor, shoulder dystocia, poor maternal cooperation, and unfavorable perineal conditions increase laceration risk. Assisted conception, obstetric comorbidities, elevated D-dimer levels, uterine atony, and placental abnormalities elevate hemorrhage risk. Furthermore, placental abnormalities are strongly associated with retained placenta/membranes without hemorrhage.

OBJECTIVE To establish HPLC fingerprint for Jianpi hewei formula(JPHWF),conduct chemical pattern recognition analysis,and determine the contents of seven components in the formula,aiming to provide a scientific basis for quality control and further research of JPHWF.METHODS Taking 15 batches of standard decoctions of JPHWF as samples,the HPLC fingerprint was established using the Similarity Evaluation System of TCM Chromatographic Fingerprint(2012 edition).Subsequently,similarity evaluation,as well as identification and attribution analysis of chromatographic peaks,were conducted.Using the common peak areas from the 15 batches of samples as variables,chemical pattern recognition analyses were performed on the samples through hierarchical cluster analysis,principal component analysis,and orthogonal partial least squares-discriminant analysis.The contents of adenine,5-hydroxymethylfurfural,tetrahydropalmatine,naringin,dehydrocorydaline,neohesperidin and glycyrrhizic acid in 15 batches of samples were determined by HPLC.RESULTS There were 19 common peaks in the characteristic chromatograms for 15 batches of samples with the similarities of more than 0.95.Results of chemical pattern recognition analysis showed that 15 batches of samples could be clustered into 3 categories,and 3 differential compounds were found[peak 7(5-hydroxymethylfurfural),peak 17(neohesperidin),and peak 15(naringin)].The 7 components were linearly good in the respective concentration ranges(R2≥0.999 4);RSDs of precision,stability and repeatability tests were less than 2%(n=6);the average recovery rate of 98.95%-103.81%,RSD of 0.61%-2.75%(n=6);the contents of them were 0.031-0.106,0.267-0.824,0.089-0.144,1.344-2.091,0.089-0.178,1.328-2.028,0.040-0.150 mg/g,respectively.CONCLUSIONS Established HPLC fingerprinting method coupled with multi-index content determination is validated to be accurate and reliable,and its combination with chemical pattern recognition analysis can be applied to the quality control of JPHWF.

Objective:To identify the relevant factors for the first-course remission of acute myeloid leukemia (AML) and to develop a predictive model as well as assess its predictive capability.Methods:Clinical data of 749 patients newly diagnosed with AML admitted to the Department of Hematology, the First Affiliated Hospital, Zhejiang University, School of Medicine from January 1, 2019, to April 30, 2023, were collected and randomly divided into training and validation sets. Multivariate logistic regression analysis was conducted to determine variables associated with complete remission in the first course of induction therapy, and a predictive model was established based on these variables. The receiver operating characteristic (ROC) curve of the predictive model was plotted, and the area under the curve (AUC) was calculated.Results:The indicators predicting the first remission course included peripheral blood white blood cell count during onset, CBF::MYH11 fusion gene, CEBPA bZIP region mutation, myelodysplastic syndrome-related gene mutation, and induction chemotherapy regimen selection as independent factors for the first remission course. The model’s area under the training and validation curves was 0.738 (95% CI: 0.696-0.780) and 0.726 (95% CI: 0.650-0.801), respectively. The Hosmer-Lemeshow test results yielded P-values of 0.993 and 0.335, respectively. Conclusion:In this study, the developed model demonstrates a strong predictive capability for the efficacy of the first course of patients with AML, providing valuable guidance to clinicians in assessing patient prognosis and selecting appropriate treatment strategies.

Objective:To investigate the incidence of common complications following vaginal delivery and analyze their influencing factors among women of reproductive age.Methods:This prospective cohort study consecutively enrolled women who delivered vaginally at two campuses of the Obstetrics and Gynecology Hospital of Fudan University between February and July 2023. Participants were categorized into groups according to complication occurrence: those with obstetric laceration versus those without, postpartum hemorrhage versus non-hemorrhage, and retained placenta/membranes without hemorrhage vs. non-retention. Data were collected using a self-developed questionnaire on risk factors for vaginal delivery complications. Group comparisons of demographics, obstetric history, intrapartum assessments, and delivery outcomes were performed using Chi-square test (or Fisher's exact test), independent samples t-test, and Mann-Whitney U test. Multivariate logistic regression identified risk factors for the three complication types. Results:Among 1 966 vaginal deliveries, the overall complication rate was 8.1% (159/1 966), with obstetric lacerations representing the most frequent complication at 4.6% (91/1 966), followed by postpartum hemorrhage at 2.7% (53/1 966) and retained placenta/membranes without hemorrhage at 1.4% (27/1 966). Multivariate logistic regression analysis identified distinct sets of independent risk factors for each complication. For obstetric lacerations, adequate gestational weight gain was associated with a reduced risk ( OR=0.547, 95% CI: 0.332-0.900, P=0.018), while precipitous labor ( OR=2.633, 95% CI: 1.321-5.248, P=0.006), shoulder dystocia ( OR=2.495, 95% CI: 1.093-5.691, P=0.030), poor maternal cooperation ( OR=1.887, 95% CI: 1.061-3.359, P=0.031), and specific perineal conditions—particularly reduced skin folds ( OR=2.341, 95% CI: 1.247-4.395, P=0.008) and tight/thick/edematous skin ( OR=2.511, 95% CI: 1.248-5.054, P=0.010)—emerged as significant risk factors. Regarding postpartum hemorrhage, conception through assisted reproductive technology ( OR=3.286, 95% CI: 1.189-9.076, P=0.022), presence of obstetric comorbidities ( OR=2.460, 95% CI: 1.070-5.656, P=0.034), elevated D-dimer levels ( OR=1.157, 95% CI: 1.049-1.277, P=0.004), reduced fibrinogen ( OR=0.521, 95% CI: 0.319-0.851, P=0.009), weak uterine contractions ( OR=20.175, 95% CI: 10.352-39.321, P<0.001), abnormal placentation ( OR=2.434, 95% CI: 1.167-5.078, P=0.018), and absence of early skin-to-skin contact ( OR=0.141, 95% CI: 0.067-0.295, P<0.001) were independently associated with increased risk. For retained placenta/membranes without hemorrhage, prolonged thrombin time ( OR=0.117, 95% CI: 0.034-0.318, P<0.001) and abnormal placentation ( OR=51.843, 95% CI: 14.988-179.324, P<0.001) were identified as primary risk factors. Conclusions:While the overall incidence of complications following vaginal delivery among women of reproductive age is relatively low, high-risk groups warrant particular attention. Precipitous labor, shoulder dystocia, poor maternal cooperation, and unfavorable perineal conditions increase laceration risk. Assisted conception, obstetric comorbidities, elevated D-dimer levels, uterine atony, and placental abnormalities elevate hemorrhage risk. Furthermore, placental abnormalities are strongly associated with retained placenta/membranes without hemorrhage.

China prospective multicenter birth cohort (Prospective Omics Health Atlas birth cohort, POHA birth cohort) study was officially launched in 2022. This study, in collaboration with 12 participating units, aims to establish a high-quality, multidimensional cohort comprising 20 000 naturally conceived families and assisted reproductive families. The study involves long-term follow-up of parents and offspring, with corresponding biological samples collected at key time points. Through multi-omics testing and analysis, the study aims to conduct multi-omics big data research across the entire maternal and infant life cycle. The goal is to identify new biomarkers for maternal and infant diseases and provide scientific evidence for risk prediction related to maternal diseases and neonatal health.

Objective To investigate the expression and clinical significance of serum long non-coding RNA small nucleolar RNA host gene 16(lncRNA SNHG16)and mothers against decapentaplegic homolog 4(SMAD4)in elderly patients with chronic obstructive pulmonary disease(COPD)and pulmonary infection(PI).Methods A total of 237 elderly COPD patients admitted to the hospital from January 2021 to January 2023 were enrolled in the study.Among them,117 patients with concomitant PI were classified as the concur-rent group,and 120 patients without concomitant PI were classified as the COPD group.Real-time fluores-cence quantitative polymerase chain reaction(qRT-PCR)was applied to detect the expression level of serum lncRNA SNHG16 in two groups.Enzyme linked immunosorbent assay(ELISA)was applied to detect the lev-el of SMAD4 in patients'serum.Simplified clinical pulmonary infection scale(sCPIS)was used to evaluate the degree of PI of patients in the concurrent group.Multivariate Logistic regression was applied to analyze the in-fluencing factors of PI in elderly COPD patients.Correlation between serum lncRNA SNHG16,SMAD4 levels and sCPIS in elderly COPD patients with PI was analyzed by using Spearman correlation analysis.Receiver op-erating characteristic(ROC)curve was applied to analyze the diagnostic value of serum lncRNA SNHG16 and SMAD4 levels in elderly COPD patients with PI.Results The serum relative expression level of lncRNA SNHG16 in the concurrent group was higher than that in the COPD group,but the serum SMAD4 level was lower than that in the COPD group(P<0.05).In addition,the proportions of patients with age≥70 years,smoking history,complicated with diabetes and COPD course≥5 years and the levels of tumor necrosis fac-tor-α(TNF-α),interferon-γ(INF-γ)in the concurrent group were higher than those in the COPD group,and FEV1/FVC and the level of interleukin-10(IL-10)in concurrent group were lower than those in COPD group(P<0.05).Multivariate Logistic analysis showed that age≥70 years old,complicated with diabetes,COPD course≥5 years,high levels of TNF-α,INF-γ and lncRNA SNHG16 were risk factors for elderly patients with COPD complicated with PI(P<0.05),but high FEV1/FVC and high levels of SMAD4 and IL-10 were protective factors(P<0.05).Spearman correlation analysis showed that serum relative expression level of ln-cRNA SNHG16 was positively correlated with sCPIS in COPD patients with PI(r=0.505,P<0.001),while SMAD4 level was negatively correlated with sCPIS(r=-0.550,P<0.001).The area under the curve(AUC)of the combined diagnosis of serum lncRNA SNHG16 and SMAD4 for PI in elderly COPD patients was higher than those of individual diagnosis(Z=2.416,P=0.016;Z=2.375,P=0.018).Conclusion The serum relative expression level of lncRNA SNHG16 increases and SMAD4 level decreases in elderly COPD pa-tients with PI,both are influencing factors for elderly COPD patients complicated with PI,and both are related to the degree of PI in patients,and both have diagnostic value for elderly COPD patients complicated with PI,and the diagnostic efficacy of combined detection is better.

Objective:To review the scope of research on the application of blood flow restriction training in the rehabilitation of patients undergoing anterior cruciate ligament (ACL) reconstruction.Methods:According to the research method of scoping review, computer searches were conducted on China National Knowledge Infrastructure, Wanfang Database, China Biology Medicine disc, VIP, Cochrane Library, PubMed, Embase, with the search period was from eatablishment of databases to December 31, 2022. The included literatures were screened, summarized and analyzed.Results:A total of 16 literatures were included, all of which were randomized controlled trials. The basic content of blood flow restriction training intervention included 8 aspects, such as intervention time, training intensity, training amount, training mode, frequency, interval time, training cycle and blood flow restriction pressure. The effect evaluation mainly involved two kinds of indexes, namely safety indicators and efficacy indicators.Conclusions:Blood flow restriction training can effectively enhance muscle strength and improve knee joint function in patients undergoing ACL reconstruction. Future studies should focus on exploring the best intervention strategy, formulating standardized and unified evaluation criteria and providing the best blood flow restriction training program for patients undergoing ACL reconstruction.