Objective To develop a multivariate modeling and prediction approach using the data of influenza incidence, meteorological factors and PM_2.5 variables in Hefei City, and to provide new insights into multivariate modeling and prediction methods. Methods PM_2.5 data were transformed into fractal dimension data and, along with meteorological data, were incorporated into a ConvLSTM model. The performance of this model was compared with traditional ARIMAX and multivariate LSTM models. Results The ARIMAX model's testing set Mean Absolute Error (MAE) was 95.75, Root Mean Square Error (RMSE) was 176.72, and Index of Agreement (IA) was 0.396642. The multivariate LSTM model's testing set MAE was 22.18, RMSE was 43.06, and IA was 0.974611. For the fractal dimension-based ConvLSTM model, the testing set MAE was 17.37, RMSE was 32.25, and IA was 0.988149. Conclusion The fractal dimension effectively captures the complexity and self-similarity of PM_2.5 concentration, providing the model with richer feature information. The fractal dimension-based ConvLSTM model significantly outperforms the traditional ARIMAX model and the multivariate LSTM model in prediction accuracy and can be used for predicting the number of influenza cases.

Objective: To examine the casual association between age at first sexual intercourse and gynecologic malignant tumors using Mendelian randomization (MR) approach. Methods: The single nucleotide polymorphisms (SNPs) associated with age at first sexual intercourse were obtained from a meta-analysis of genome-wide association study (GWAS), and the SNPs related to gynecologic malignant tumors (ovarian cancer, endometrial cancer, cervical cancer), and their subtypes were sourced from the IEU OpenGWAS database. Using age at first sexual intercourse as the exposure and gynecologic malignant tumors as the outcome, a MR analysis was performed with the inverse-variance weighted (IVW) method. Heterogeneity was assessed using Cochran's Q test, horizontal pleiotropy was evaluated using MR-Egger regression and MR-PRESSO test, and bias was examined using funnel plots. Results: The Mendelian randomization analysis demonstrated that younger age at first sexual intercourse was significantly associated with an increased risk of low-grade serous ovarian carcinoma (OR=0.553, 95%CI: 0.335-0.911), cervical cancer (OR=0.674, 95%CI: 0.466-0.974), endometrial cancer (OR=0.854, 95%CI: 0.730-0.999), and endometrioid carcinoma (OR=0.830, 95%CI: 0.690-0.998). No statistical association was found between the age at first sexual intercourse and ovarian cancer, high-grade serous ovarian cancer, mucinous ovarian cancer, endometrioid ovarian cancer, or non-endometrioid ovarian cancer (all P>0.05). Sensitivity analysis showed no evidence of undetected instrumental variable heterogeneity or horizontal pleiotropy (all P>0.05), and the funnel plot indicated no presence of bias. Conclusion Younger age at first sexual intercourse may be associated with an increased risk of certain gynecologic malignant tumors, highlighting the need to strengthen adolescent sex education.

OBJECTIVE: To investigate the feasibility and effectiveness of the novel bone hook combined with finger-guided technique in the treatment of irreducible intertrochanteric femoral fractures in elderly. METHODS: Between January 2021 and August 2023, 23 elderly patients with irreducible intertrochanteric femoral fractures were treated with the novel bone hook combined with finger-guided technique. There were 10 males and 13 females; the age ranged from 68 to 93 years (mean, 76.2 years). The time from injury to operation ranged from 36 to 76 hours (mean, 51.2 hours). According to the classification standard proposed by TONG Dake et alin 2021, there were 10 cases of typeⅠA, 1 case of typeⅠB, 6 cases of type ⅡA, 4 cases of type ⅡB, and 2 cases of type ⅡC. The operation time, intraoperative blood loss, intraoperative fluoroscopy frequences, and quality of fracture reduction were recorded. The fracture healing time and occurrence of postoperative complications were observed during follow-up. At last follow-up, the Harris scoring system was used to evaluate the hip joint function. RESULTS: The operation time was 42-95 minutes (mean, 52.1 minutes). The intraoperative blood loss was 40-420 mL (mean, 126.5 mL). Intraoperative fluoroscopy was performed 14-34 times (mean, 20.7 times). According to the criteria proposed by Chang et al, the quality of fracture reduction was rated as good in 20 cases and acceptable in 3 cases. All patients were followed up 6-20 months (mean, 10.2 months). X-ray film showed that all fractures healed with the healing time of 3.0-5.5 months (mean, 4.0 months). At last follow-up, the Harris score of the hip joint ranged from 82 to 97 points (mean, 90.4 points). Among them, 14 cases were rated as excellent and 9 cases as good. No complication such as coxa vara, cutting of the cephalomedullary nail, nail withdrawal, or nail breakage occurred during follow-up. CONCLUSION The treatment of elderly patients with irreducible intertrochanteric femoral fractures by using the novel bone hook combined with finger-guided technique can achieve high-quality fracture reduction and fixation, and has a good effectiveness.
Humans ; Male ; Female ; Aged ; Aged, 80 and over ; Hip Fractures/diagnostic imaging* ; Fracture Fixation, Internal/instrumentation* ; Fracture Healing ; Treatment Outcome ; Operative Time ; Fracture Fixation, Intramedullary/instrumentation* ; Bone Nails ; Postoperative Complications/epidemiology* ; Feasibility Studies ; Fingers

Reach-to-grasp movements require integrating information on both object location and grip type, but how these elements are planned and to what extent they interact remains unclear. We designed a new experimental paradigm in which monkeys sequentially received reach and grasp cues with delays, requiring them to retain and integrate both cues to grasp the goal object with appropriate hand gestures. Neural activity in the dorsal premotor cortex (PMd) revealed that reach and grasp were similarly represented yet not independent. Upon receiving the second cue, the PMd continued encoding the first, but over half of the neurons displayed incongruent modulations: enhanced, attenuated, or even reversed. Population-level analysis showed significant changes in encoding structure, forming distinct neural patterns. Leveraging canonical correlation analysis, we identified a shared subspace preserving the initial cue's encoding, contributed by both congruent and incongruent neurons. Together, these findings reveal a novel perspective on the interactive planning of reach and grasp within the PMd, providing insights into potential applications for brain-machine interfaces.
Animals ; Motor Cortex/physiology* ; Hand Strength/physiology* ; Macaca mulatta ; Psychomotor Performance/physiology* ; Neurons/physiology* ; Male ; Cues ; Movement/physiology* ; Gestures

Objective : To investigate the diagnostic value of linear array endoscopic ultrasonography ( EUS) for common bile duct microlithiasis． Methods : Data of patients who attended in the hospital and diagnosed as common bile duct microlithiasis and biliary sludge by EUS were selected．A total of 85 patients with magnetic resonance cholangiopancreatography ( MRCP) examination and ERCP treatment during hospitalization were enrolled．The results of endoscopic retrograde cholangiopancreatography / endoscopic sphincterotomy ( ERCP / EST) were the gold standard for diagnosis．The results of EUS，MRCP，and diagnostic ERCP were compared with the gold standard， and the sensitivity，specificity，positive predictive value，negative predictive value，and diagnostic accuracy of the three methods were calculated，respectively．The chi-square test was used for comparison of the above indices． Results : Of all 85 patients，63 had positive EUS results，among whom 5 had false positive results; 22 had negative EUS results，among whom 1 had false negative results．Of all 85 patients，49 had positive MRCP results，among whom 4 had false positive results; 36 had negative MRCP results，among whom 14 had false negative results．Of all 85 patients，59 had positive diagnostic ERCP results，among whom 10 had false positive results; 26 had negative diagnostic ERCP results，among whom 10 had false negative results．The sensitivity，specificity，positive predictive value( PPV) ，negative predictive value ( NPV) ，and accuracy of EUS in diagnosing common bile duct microlithia- sis were 98. 3% ，80. 8% ，92. 1% ，95. 4% and 92. 9% ，respectively． For MRCP，these values were 76. 3% ， 84. 6% ，91. 8% ，61. 1% and 78. 8% ，respectively．For diagnostic ERCP，these values were 83. 1% ，61. 5% ， 83. 1% ，61. 5% and 76. 5% ，respectively．The EUS group had a significantly higher accuracy than the MRCP group ( χ2 = 6. 986，P ＜0. 05) and diagnostic ERCP group ( χ2 = 8. 900，P ＜0. 05) ．The areas under the ROC curves ( AUC) and 95% CI of EUS group，MRCP group and diagnostic ERCP were 0. 895 ( 95% CI: 0. 802 - 0. 988，P＜0. 001) ，0. 804 ( 95% CI: 0. 702 －0. 907，P ＜0. 001) and 0. 723 ( 95% CI: 0. 598 －0. 848，P = 0. 001) ，respectively． Conclusion EUS has a high diagnostic value in the diagnosis of common bile duct microli- thiasis and thus can be used as the preferred examination before therapeutic ERCP．

Objective To analyze the effect of modified sitting Baduanjin based on the theory of"moving to generate Yang"in promoting the recovery of patients after lung cancer surgery.Methods A total of 92 patients with lung cancer who were admitted to Haian Traditional Chinese Medicine Hospital between January 2022 and December 2024 were enrolled in this prospective study.The patients were assigned to control group(n=46,conventional nursing)or observation group(n=46,conventional nursing and modified sitting Baduanjin based on the theory of"moving to generate Yang")using random number table method.After one month of intervention,the incidence of complications was recorded.Chinese version of Anderson Symptom Assessment Scale(MDASI-C)and Perioperative Lung Symptom Scale(PSA-Lung)were used to assess the severity of symptoms.Pulmonary function indexes(forced expiratory volume in first second[FEV1],FEV1/FVC[forced vital capacity]),diaphragm thickness(DTei),peripheral blood indexes(interleukin[IL]-6,IL-8,vascular endothelial growth factor[VEGF],Apelin levels),quality of life(assessed by SF-36 questionnaire and Lung Cancer Therapeutic Function Assessment Scale[FACT-L])and metabolomic changes before and after intervention were analyzed.Results After intervention,MDASI-C score,PSA-Lung score,IL-6,IL-8,VEGF,and Apelin levels were decreased in both groups,while SF-36 score,FACT-L score,FVC,and FEV1/FVC were increased;the changes of these indexes were greater in the observation group as compared with the control group(P<0.05).There was no significant difference in the DTei between the two groups(P>0.05).Liquid Chromatogram-mass spectrometry showed that after intervention,α-glucose,creatinine and alanine increased,while alanine/glutamine,glycerol,threonine,isoleucine,low density lipoprotein,3-hydroxybutyric acid,very low density lipoprotein,and cholesterol decreased in both groups;the changes of these indexes were greater than those in the control group(P<0.05).The total incidence of adverse reactions in observation group was lower than that in control group(8.70%vs.26.09%,P<0.05).Conclusion The modified sitting Baduanjin based on the theory of"moving to generate Yang"can promote the alleviation of symptoms in patients with lung cancer after surgery,reduce the levels of IL-6,IL-8,VEGF and Apelin in peripheral blood,enhance metabolomics and lung function,improve quality of life,and is associated with a lower incidence of adverse reactions.

Objective : To analyze the differential expression profile of miRNAs in amniotic fluid exosomes of fetu- ses with Down syndrome (DS) and provide insights for identifying novel biomarkers for the prenatal diagnosis of DS . Methods : Amniotic fluid samples were collected from fetuses with DS and chromosomally normal fetuses . Exo- somes were isolated from the amniotic fluid and subjected to high-throughput sequencing. Differentially expressed miRNAs were identified , and target genes were predicted using TargetScan and miRanda. Target genes located on chromosome 21 were selected , and their biological functions and associated diseases were analyzed using Gene- Cards , HGNC , NCBI Gene , UniProtKB/Swiss-Prot , Ensembl , and OMIM databases . GO and KEGG enrichment analyses were performed to investigate the biological functions of the enriched genes . Results : A total of 59 differ- entially expressed miRNAs were identified , including 31 upregulated and 28 downregulated miRNAs . Based on a fold change > 2 and P < 0. 05 , 10 upregulated and 9 downregulated miRNAs with the highest expression levels were selected . Key miRNAs included hsa-let-7b-5p , hsa-let-7c-5p , hsa-let-7b-3p _ 1ss22CT , and hsa-miR-199b-5p , with BACH1 and IFNAR1 identified as their shared target genes . GO analysis revealed that the enriched target genes were primarily involved in protein binding , metal ion binding , transferase activity , DNA binding , transcriptional regulation by RNA polymerase Ⅱ , and nucleotide binding. KEGG pathway analysis indicated that the target genes were mainly associated with metabolic pathways , cancer-related pathways , the PI3K-Akt signaling pathway , and the Rap1 signaling pathway . Conclusion Differential expression of miRNAs in amniotic fluid exosomes was ob- served between DS fetuses and those with normal karyotypes . Combined analysis with placental miRNAs revealed hsa-miR-199b-5p as a common differentially expressed miRNA in both DS amniotic fluid and placenta. It is hypoth- esized that BACH1 and IFNAR1 , shared target genes of hsa-miR-199b-5p , hsa-let-7b-5p , hsa-let-7c-5p , and hsa- let-7b-3p_1ss22CT , may play a role in the pathogenesis of DS .

Objective:To investigate the medical narrative competence of pediatric staff, and analyze its influencing factors and correlation with psychological resilience, and to discuss strategies to improve narrative competence.Methods:From January 11 to February 25, 2022, by convenience sampling, we sampled pediatric personnel and those on refresher training at Children's Hospital, Zhejiang University School of Medicine for a questionnaire survey involving general information, the narrative competence scale, and the 14-item resilience scale. With the use of SPSS 26.0, the narrative competence of different populations was compared, and factors affecting narrative competence were determined through Pearson correlation analysis and multiple regression analysis.Results:A total of 361 valid questionnaires were included in this study, and there was significant differences in the narrative competence score between different ages, professional titles, working years, income levels, and whether they wrote parallel charts ( P<0.05). The total score of narrative competence of pediatric staffs was (147.13±18.76), and positively correlated with the total resilience score and the score of each dimension ( P≤0.001). The regression analysis showed that writing parallel charts and resilience could explain 53.10% of the variation in narrative competence ( P<0.001). Conclusions:Pediatric staff's narrative competence is at low or intermediate levels. Parallel chart writing and resilience training can improve narrative competence and promote a harmonious doctor-patient relationship.

Icariin,which belongs to the class of flavonoids,is the main active ingredient of the traditional tonic Chinese herb Epimedii Folium.Modern studies have shown that icariin has a wide range of effects on the male reproductive system.It has various pharmacological activities such as regulating cell proliferation and apoptosis,antioxidants,promoting testosterone secretion,improving erectile function,inhibiting prostate cancer cell migration,invasion,and regulating cell cycle.It has research value and application prospects in the field of urology and assisted reproduction.Therefore,Icariin's pharmacological effects and molecular mechanisms on the male reproductive system are reviewed in this paper combined with literature visualization analysis.It is expected to provide a theoretical basis for the therapeutic value development and application of icariin in male reproductive health.