OBJECTIVE To investigate the risk factors for sodium valproate （VPA）-induced hyperammonemia in neurocritical patients， and to construct a risk prediction model. METHODS Clinical data were retrospectively collected from 172 neurocritical patients who received VPA treatment in the Department of Critical Care Medicine， the Fourth Affiliated Hospital of Soochow University from January 2022 to June 2025. Patients were divided into the hyperammonemia group （73 cases） and the normal group （99 cases） based on their blood ammonia levels. Univariate analysis and LASSO regression analysis were used to screen for predictive variables. Independent factors were identified through multivariate Logistic regression analysis， and a nomogram was constructed accordingly. The performance of the model was evaluated using receiver operating characteristic （ROC） curve， calibration curve， and decision curve analysis （DCA）. RESULTS Combination of univariate analysis and LASSO regression analysis screened out seven predictive variables： body mass index （BMI）≥24.0 kg/m 2 ， concomitant use of benzodiazepines， VPA blood concentration， hemoglobin， serum urea， average daily VPA dose， and albumin. Multivariate Logistic regression analysis showed that concomitant use of benzodiazepines， BMI≥24.0 kg/m 2 ， VPA blood concentration， albumin and serum urea level （with odds ratios of 1.615， 1.538， 1.623， 1.942 and 0.637， respectively； 95% confidence intervals of 1.128-2.359， 1.059-2.251， 1.112-2.431， 1.106-3.598 and 0.402-0.980， respectively） were all significantly associated with VPA-induced hyperammonemia in neurocritical patients （ P ＜0.05）. The nomogram prediction model constructed based on these variables was evaluated， showing that the area under the ROC curve was 0.810 for the test set and 0.844 for the validation set. The calibration curves closely approximated t he actual curves， and the application of this model could improve the clinical net benefit. CONCLUSIONS Concomitant use of benzodiazepines， BMI≥24.0 kg/m 2 ， high VPA blood concentration and high albumin level are independent risk factors for VPA-induced hyperammonemia in neurocritical patients， while high serum urea level is an independent protective factor. The risk prediction model constructed based on these factors exhibits good discrimination， consistency， and clinical applicability， making it applicable for predicting the risk of VPA-induced hyperammonemia in neurocritical patients.

Background: Chinese herbal pieces are an essential component of traditional Chinese medicine. Accurate identification and classification of these materials are crucial in clinical practice. Objective: This study aims to enhance the recognition efficiency of Chinese herbal pieces using deep learning technology, while addressing the limitations of traditional manual classification methods in terms of both quality and efficiency. Methods: A comprehensive dataset containing 201 types of Chinese herbal pieces was established. Based on Real-time Detection Transformer (RT-DETR), we designed and integrated a Feature-focused Diffusion Network (FDN), resulting in an improved model termed RT-DETR-FDN. The proposed FDN includes a Feature-focus Module and a feature diffusion mechanism, enabling the model to capture more extensive feature information from Chinese herbal pieces and diffuse it across multiple detection scales. Results: Experimental results show that RT-DETR-FDN achieved a precision of 0.925, a recall of 0.943, and an mAP50-95 of 0.851. In addition, the model was compared with representative You Only Look Once series models commonly used in object detection. Compared with these models, RT-DETR-FDN achieved higher recognition accuracy while maintaining a lightweight architecture. Conclusion: This study integrates deep learning with traditional Chinese medicine, providing a more effective solution for the recognition of Chinese herbal pieces.

BACKGROUND:Previous studies have confirmed that Wen-Shen-Tong-Du Decoction can promote the recovery of spinal cord injury by inhibiting pyroptosis of splenic B cells,promoting the phagocytosis of myelin debris by microvascular endothelial cells,affecting the migration and infiltration of microglia,promoting the recovery of damaged neurons,and decreasing neuronal apoptosis after spinal cord injury,but the mechanism of this is still not clear. OBJECTIVE:To investigate the effect of Wen-Shen-Tong-Du Decoction on the triggering receptor expressed on myeloid cells 2(TREM2)and PI3K/Akt signaling pathways in mice following spinal cord injury. METHODS:Thirty-six C57BL/6 mice were selected and randomly divided into a sham-operation group,a model group and a Wen-Shen-Tong-Du Decoction group,with 12 mice in each group.In the model and Wen-Shen-Tong-Du Decoction groups,mouse models of T10 spinal cord injury were prepared by the modified Allen's method.On the 1st day after modeling,the Wen-Shen-Tong-Du Decoction group was given Wen-Shen-Tong-Du Decoction by gavage,and the sham-operation group and the model group were given saline by gavage once a day for 28 days.During the drug administration period,mouse motor function was evaluated by Basso Mouse Scale score and inclined plane test.On the 7th and 28th days after modeling,hematoxylin-eosin staining was used to observe the histopathological changes in the spinal cord tissue of the mice;immunofluorescence double staining was used to detect the protein expression of ionized calcium binding adaptor molecule 1(IBA1)and TREM2;and western blot assay was used to detect the expression of TREM2,PI3K,p-PI3K,Akt,p-Akt,Bcl2,Bax and Caspase3 in spinal cord tissue. RESULTS AND CONCLUSION:Basso Mouse Scale scores and inclined plane test results indicated that the motor function of the mouse hindlimbs was declined after spinal cord injury,and Wen-Shen-Tong-Du Decoction significantly improved motor function in mice with spinal cord injury.Hematoxylin-eosin staining results revealed that Wen-Shen-Tong-Du Decoction significantly ameliorated the pathological structure of spinal cord tissue compared with the model group,manifesting as reduced degrees of dorsal white matter and neuronal atrophy,decreased cytoplasmic vacuolization,and reduced inflammatory cell infiltration.Immunofluorescence double staining results showed that on the 7th day after modeling,the protein expression of IBA1 and TREM2 in the model group was lower than that in the sham-operation group(P＜0.05),and the protein expression of IBA1 and TREM2 in the Wen-Shen-Tong-Du Decoction group was higher than that in the model group(P＜0.05);on the 28th day after modeling,the protein expression of TREM2 in the model group was lower than that in the sham-operation group(P＜0.05),and the protein expression of TREM2 in the spinal cord tissue of the mice in the Wen-Shen-Tong-Du Decoction group was higher than that in the model group(P＜0.05).Western blot results analysis demonstrated that on the 7th day after modeling,compared with the sham-operation group,the model group exhibited a significant reduction in TREM2,PI3K,and Bcl2/Bax(P＜0.05),as well as a significant increase in p-Akt,Bax and p-Akt/Aktp-PI3K(P＜0.05);compared with the model group,the Wen-Shen-Tong-Du Decoction group showed a significant increase in TREM2,PI3K,p-PI3K,Akt,p-Akt,Bcl2,p-PI3K/PI3K,p-Akt/Ak,and Bcl2/Bax(P＜0.05),as well as a significant decrease in Bax and Caspase3 protein expression(P＜0.05).On the 28th day after modeling,compared with the sham-operation group,the model group exhibited a significant reduction in TREM2,PI3K,p-PI3K,Akt,p-Akt,Bcl2 and Bcl2/Bax(P＜0.05),as well as a significant increase in Bax protein expression(P＜0.05);compared with the model group,the Wen-Shen-Tong-Du Decoction group showed a significant increase in TREM2,PI3K,Akt,p-Akt,Bcl2,and Bcl2/Bax(P＜0.05),as well as a significant decrease in Bax protein expression(P＜0.05).To conclude,Wen-Shen-Tong-Du Decoction may activate the PI3K/Akt signaling pathway by up-regulating the expression of TREM2 protein in microglia,and then inhibit neuronal apoptosis,thus exerting neuroprotective effects and promoting the repair of spinal cord injury.

Objective To explore the clinical characteristics of patients with diffuse large B-cell lymphoma (DLBCL) accompanied with KMT2D gene mutation and the impact of its co-mutated genes on prognosis. Methods Clinical data of 155 newly diagnosed DLBCL patients were obtained. The second-generation sequencing method was used to detect 475 hotspot genes, including KMT2D mutation. Patients were divided into the KMT2D mutation group and KMT2D wild-type group based on the presence or absence of KMT2D gene mutation. Clinical characteristics, differences in co-mutated genes, and survival differences between the two groups were compared. Results The frequency of KMT2D mutation was 31%, which is predominantly observed in elderly patients (P=0.07) and less in the double-expressor phenotype (P=0.07). Compared with the KMT2D wild-type group, KMT2D gene mutation was associated with higher co-mutation rates of CDKN2A (OR=2.82, P=0.01) and BCL2 (OR=3.84, P=0.016), while being mutually exclusive with MYC gene mutation (OR=0.11, P=0.013). In univariate survival analysis, no statistically significant difference in overall survival (OS) was found between the KMT2D mutation group and the wild-type group (P=0.54). Further analysis of the prognostic significance of KMT2D with other gene mutations indicated that patients with KMT2D^mutBTG2^mut had poorer OS than those with KMT2D^wt BTG2^mut (P=0.07) and KMT2D^wt BTG2^wt (P=0.05). On the contrary, patients with KMT2D^mut CD79B^mut had better OS than those with KMT2D^mut CD79B^wt (P=0.09), with no prognostic impact observed for other co-mutated genes. Multivariate Cox regression analysis revealed that Ann Arbor stages Ⅲ and Ⅳ (HR=2.751, 95%CI: 1.169-6.472, P=0.02), elevated LDH levels (HR=2.461, 95%CI: 1.396-4.337, P=0.002), Ki-67 index>80% (HR=1.875, 95%CI: 1.066-3.299, P=0.029), and KMT2D^mutBTG2^mut(HR=4.566, 95%CI: 1.348-15.471, P=0.015) were independent risk factors for OS in patients with DLBCL (P<0.05). Conclusion DLBCL patients with KMT2D mutation often have multiple gene mutations, among which patients with a co-mutated BTG2 gene have poor prognosis.

In order to establish a competitive chemiluminescent enzyme-linked immunoassay for rapid and quantitative detection of Senecavirus A antibodies,the polystyrene plate was coated with inactivated Senecavirus A antigen,and the monoclonal antibodies against Senecavirus A VP2 and VP3 proteins labeled by horseradish peroxidase(HRP)were used as the competitive enzymic anti-bodies of the antibodies in the serum samples.The standard curve of the calibrator prepared by di-lution of positive serum was drawn to achieve quantitative detection.The successfully established SVA competitive CLEIA reported the result within 45 minutes.The maximum dilution of 1∶2 048 for calibrator serum was still detectable with no cross-reaction with the standard positive serum of other five kinds of virus antigens such as foot-and-mouth disease.The coefficient of variation within batches was less than 10％,and the coefficient of variation between batches was less than 15％,which showed good repeatability and stability.The positive and negative coincidence rates were 95.30％and 97.57％,respectively,and the total coincidence rate was 96.88％,showing high consistency.The SVA competitive CLEIA assay established in this study can be used for the rapid quantitative detection of Senecavirus A antibodies,filling the gap in the domestic rapid quantitative detection of SVA antibodies.

Objective To study the relationship between the expression of long non-coding RNA lung adenocarcinoma metastasis-associated transcript 1(lncRNA MALAT1)and microRNA(miR)-181a-5p in lung adenocarcinoma tissues and the signal pathway of Janus kinase 2/signal transducer and activator of transcription 3(JAK2/STAT3),clinicopathological features and prognosis.Methods 218 patients with lung adenocarcinoma who had surgical resection at our institution between January 2018 and May 2021 had their cancer tissues and nearby normal lung tissues collected,the levels of lncRNA MALAT1,miR-181a-5p and key factors of JAK2/STAT3 signaling pathway(JAK2 mRNA,STAT3 mRNA)in lung adenocarcinoma tissues and adjacent tissues were detected by reverse transcription polymerase chain reaction(RT-PCR).The correlation between the expression levels of lncRNA MALAT1 and miR-181a-5p in cancer tissues of lung adenocarcinoma patients and the levels of key factors in JAK2/STAT3 signaling pathway were analyzed by Pearson test.The relationship between the expression levels of lncRNA MALAT1 and miR-181a-5p and the clinicopathological features of lung adenocarcinoma patients were analyzed.Patients with lung adenocarcinoma were followed up for 3 years,and their prognosis was counted,the 3-year overall survival rate of lncRNA MALAT1 and miR-181a-5p low/high expression groups were analyzed by Kaplan-Meier method.The prognostic factors were analyzed by univariate and multivariate COX risk proportional regression models.Results In lung adenocarcinoma tissues,the expression levels of lncRNA MALAT1,JAK2,and STAT3 mRNA were substantially greater(P＜0.05)than in neighboring normal lung tissues,whereas the expression level of miR-181a-5p was significantly lower(P＜0.05)in compared to nearby normal lung tissues.Pearson test results showed that,lncRNA MALAT1 was positively correlated with JAK2 and STAT3 mRNA expression levels in cancer tissues of patients with lung adenocarcinoma(P＜0.05,r=0.526、0.483),and miR-181a-5p was negatively correlated with JAK2 and STAT3 mRNA expression levels in cancer tissues of patients with lung adenocarcinoma(P＜0.05,r=-0.430、-0.493).lncRNA MALAT1 had a considerably greater expression rate and miR-181a-5p had a significantly lower expression rate in patients with TNM stage Ⅲa,lymph node metastasis and poorly differentiated lung adenocarcinoma than in patients with TNM stage Ⅰ-Ⅱ,without lymph node metastasis and moderately well differentiated lung adenocarcinoma(P＜0.05).Three patients were lost during the 3-year follow-up of 218 patients with lung adenocarcinoma,and the 3-year overall survival rate was 58.14％(125/215).The 3-year overall survival rate of the lncRNA MALAT1 high expression group was considerably lower than that of the lncRNA MALAT1 low expression group.The miR-181a-5p high expression group had a substantially greater(P＜0.05).Lymph node metastasis,TNM stage Ⅲ a,decreased expression level of miR-181a-5p,and increased expression level of lncRNA MALAT1 are risk factors for the prognosis of patients with lung adenocarcinoma(P＜0.05).Conclusion The low expression of miR-181a-5p and the high expression of lncRNA MALAT1 in lung adenocarcinoma tissues are related to TNM stage Ⅲa,lymph node metastasis and poor prognosis,which may promote the progression of lung adenocarcinoma and cause poor prognosis by activating JAK2/STAT3 signaling pathway.

OBJECTIVE: To explore the genetic etiology for a Chinese pedigree affected with X-linked cardiac valve dysplasia (CVDPX) and congenital chronic pseudo intestinal obstruction (CIIPX). METHODS: A pedigree presented at the First Hospital of Lanzhou University for CVDPX combined with CIIX was selected as the study subject. Whole exome sequencing (Trio-WES) was carried out, and the candidate variant was verified by Sanger sequencing. This study has been approved by the Medical Ethics Committee of the First Hospital of Lanzhou University (Ethics No. LDYYSZLLKH2024-15). RESULTS: Both the proband and his affected younger brother were found to harbor a hemizygous c.443A>G (p.Tyr148Cys) variant of the FLNA gene, for which their mother was heterozygous and their father was not a carrier, suggesting an X-linked recessive inheritance pattern. The variant was not recorded in the OMIM and ClinVar databases, and was determined to be likely pathogenic (PM2+PS4+PP2+PP3) based on the guidelines from the American College of Medical Genetics and Genomics (ACMG). The patients had presented with typical CVDPX/CIIPX phenotype, including multiple valve dysplasia and chronic pseudo intestinal obstruction, in addition with gallbladder wall edema and thickening. Bioinformatic analysis showed that the variant site is highly conserved, and multiple algorithms had predicted its pathogenicity. CONCLUSION This study confirmed the diagnosis of CVDPX/CIIX in a Chinese pedigree, expanded the phenotype spectrum of FLNA gene variants, and provided a basis for genetic counseling and prenatal diagnosis for the pedigree.
Adult ; Female ; Humans ; Male ; Exome Sequencing ; Filamins/genetics* ; Genetic Diseases, X-Linked/genetics* ; Heart Defects, Congenital/genetics* ; Heart Valve Diseases/genetics* ; Pedigree ; East Asian People/genetics*

OBJECTIVE: To explore the mechanism and clinical manifestations of a case with complex structural variations involving chromosomes 5, 7, and 14, and assess the value of Chromosome conformation-based karyotyping (C-MoKa) for its diagnosis. METHODS: Two half-sibs by the same father presented at the First Hospital of Lanzhou University in December 2024 for severe multi-system abnormalities were selected as study subjects. Peripheral blood samples from the their parents were subjected to conventional chromosomal karyotyping analysis. The father was further analyzed using C-MoKa, while both siblings underwent copy number variation sequencing (CNV-seq). This study was approved by the Medical Ethics Committee of the Hospital (Ethics No.: LDYYSZLLKH2025-05). RESULTS: Conventional karyotype analysis indicated that the father has a karyotype of 46,XY,add(5)(p15.3). CNV-seq identified multiple chromosomal abnormalities in both siblings, including duplications and deletions of chromosomes 14 and 5. C-MoKa analysis further revealed a complex chromosomal structural variation involving chromosomes 5, 7, and 14 in the father. These variations were closely associated with the severe phenotypes noted in both children. CONCLUSION Complex chromosomal structural variations can lead to multi-system abnormalities and significantly impact reproductive health. Compared to conventional karyotyping, the C-MoKa technique has shown significant advantage in identifying such complex rearrangements. The combined application of multiple techniques can improve the accuracy of diagnosis, enabling genetic counseling for carriers to reduce their risk for producing further affected offspring.
Female ; Humans ; Male ; China ; Chromosome Aberrations ; DNA Copy Number Variations/genetics* ; Karyotyping ; Pedigree ; East Asian People/genetics*

Objective This study aims to provide theoretical support for the formulation of thyroid nodule prevention and treatment strategies in Northwest China and to investigate the characteristics of thyroid nodules and their association with metabolic indicators in this population.Methods A cross-sectional survey was conducted by retrospectively enrolling healthy individuals who underwent routine health examinations at our hospital between January 1 and December 31,2023.A total of 38 919 participants were included.The detection rate of thyroid nodules was stratified by age and sex.Univariate and multivariate binary logistic regression analyses were performed to identify risk factors for thyroid nodules.Results Among the 38 919 participants,20 395 were men(52.4%)and 18 524 were women(47.6%).The overall detection rate of thyroid nodules was 47.1%(18 317/38 919),including 40.1%(8 187/20 395)in men and 54.7%(10 130/18 524)in women.Across all age groups,women had a significantly higher detection rate than men(P<0.001).The detection rate increased with age in both sexes(χ2trend=1392.867,P<0.001 in men;χ2trend=1521.215,P<0.001 in women).Significant differences were observed between participants with and without thyroid nodules in age,body mass index(BMI),fasting blood glucose(FBG),glycated hemoglobin(HbA1c),total cholesterol(TC),low-density lipoprotein cholesterol(LDL-C),triiodothyronine(T3),thyroid-stimulating hormone(TSH),and anti-thyroglobulin antibodies(TGAB),anti-thyroid microsomal antibodies,the proportion of hypertension and central obesity(all P<0.05).Multivariate binary logistic regression analysis identified female sex(OR=2.158),older age(OR=1.040),central obesity(OR=1.144),elevated FBG(OR=1.039),hypertension(OR=1.095),elevated TGAB(OR=1.008),and elevated T3(OR=1.154)as independent risk factors for thyroid nodules(all P<0.05).Conclusion Women in Northwest China are at higher risk of developing thyroid nodules.Screening and health management should be prioritized for older individuals,those with central obesity,elevated FBG,hypertension,elevated TGAB,and elevated T3 levels.

Objective To investigate the effectiveness of a higher-order thinking-oriented BOPPPS-based blended teach-ing model in otolaryngology-head and neck surgery education,focusing on its impact on the academic performance and teaching satisfaction of undergraduate clinical medicine students.Methods A total of 199 undergraduate clinical medicine students from Guangzhou Medical University were enrolled,divided into a control group(2021-2022 academic year,n=118)and an experi-mental group(2022-2023 academic year,n=81).The control group received conventional blended teaching via Chaoxing plat-form combined with case discussions,while the experimental group implemented the BOPPPS-integrated blended teaching model.Results Students in the experimental group achieved significantly higher average scores than the control group(Δ=11.71 points),with the excellent rate increasing from 0% to 11.1% and the failure rate decreasing to 1.2% .Additionally,the experi-mental group reported high satisfaction with the BOPPPS-integrated blended teaching model,with an overall satisfaction rate of 80.25%.Furthermore,54.32% of students expressed a preference for blended teaching approaches.Students widely acknowl-edged that this model facilitated flexible knowledge application.Conclusion The BOPPPS-integrated blended teaching model ef-fectively enhances the academic performance and teaching satisfaction of undergraduate clinical medicine students,providing a valuable reference for medical education reform oriented toward fostering higher-order thinking and clinical competency.