Objective: To systematically analyze the current status and influencing factors of platelet supply in medical institutions across China, and to explore the problems and future development directions of the existing supply models. Methods: From February 25 to March 5, 2025, a web-based questionnaire survey was performed. A self-designed questionnaire was distributed to staff in the blood transfusion departments of medical institutions nationwide in China. Data on the current status and influencing factors of platelet supply were collected and analyzed. Results: A total of 2 268 responses were collected in this survey, with 1 366 valid questionnaires finally included, covering 33 provinces, autonomous regions, and municipalities directly under the central government across China. The survey revealed that platelet supply in Chinese medical institutions exhibited a pattern of "sufficient in the eastern region, stable in the central region, and scarce in the western region": adequate in East China; generally favorable in South China except Guangxi; centered on Beijing and Tianjin in North China; basically met but with insufficient reserves in Central China; subject to seasonal fluctuations in Northeast China; only meeting the baseline supply in Yunnan, Guizhou, and Sichuan in Southwest China; and notably short in Qinghai, Ningxia, and Xinjiang in Northwest China. Family donor mobilization was required in 81.2% (1 109/1 366) of institutions, whereas this proportion was only 12.7% (173/1 366) among institutions with sufficient supply. Tertiary hospitals constituted the main users, among which tertiary Class A hospitals had the highest sufficiency rate, and secondary Class B hospitals showed the most pronounced shortage. A total of 84% (1 147/1 366) of institutions lacked a professional management team; only 19% (266/1 366) had an inventory warning system, of which 88% (234/266) considered it effective. Platelet reservation required 3 days in 33% (458/1 366) of institutions. The mandatory transfusion rate was 30.55% (29/118) when the reservation lead time exceeded 3 days, representing an increase of 5.98% compared with 24.57% (55/180) in the same-day reservation group. For optimization, most institutions called for improved blood donation services, strengthened education and incentives, establishment of regional coordination and policy collaboration, and supplementary suggestions focused on technologies for extending platelet shelf life. Conclusion: Regional imbalance in platelet supply across China is prominent, with supply shortages in some provinces, reliance on family donor mobilization in most institutions, weak grassroots support capacity, imperfect management systems, and supply timeliness constraining clinical practice. Systematic improvements are needed in optimizing blood donation services, strengthening regional coordination, improving relevant policies, and developing platelet preservation technologies, so as to enhance the level of supply security and patient safety.

Objective To explore the efficiency improvement in segmenting neural network with the application of Transformer + U-Net artificial intelligence (AI) and modeling with the application of Python scripts in three-dimensional (3D) printing brachytherapy. Methods A Transformer + U-Net AI neural network model was constructed, and Adam optimizer was used to ensure rapid gradient descent. Computed tomography or magnetic resonance imaging data of patients were standardized and processed as self-made data sets. The training set was used to train AI and the optimal result weight parameters were saved. The test set was used to evaluate the AI ability. Python programming language was used to write an automated script to obtain the output segmentation image and convert it to the STL file for import. The source applicator and needle could be automatically modeled. The time of automatic segmentation and modeling and the time of manual segmentation and modeling were entered by two people, and the difference was verified by paired t-test. Results Dice similarity coefficient (DSC), mean intersection over union (MIOU), and Hausdorff distance (HD95) were used for evaluation. DSC was 0.9341, MIOU was 0.8762, and mean HD95 was 2.516. The mean time of manual segmentation was 1187 s, and the mean time of AI segmentation was 145 s (P < 0.01). The mean time of manual modeling was 321 s, and the mean time of modeling with Python automated scripts was 18 s (P < 0.01). Conclusion The application of Transformer + U-Net automatic segmentation and Python automated scripts can effectively improve work efficiency in the 3D printing brachytherapy for cervical cancer.

BACKGROUND: The optimal antidepressant dosages remain controversial. This study aimed to analyze the efficacy of antidepressants and characterize their dose-response relationships in the treatments of major depressive disorders (MDD). METHODS: We searched multiple databases, including the Embase, Cochrane Central Register of Controlled Trials, PubMed, and Web of Science, for the studies that were conducted between January 8, 2016, and April 30, 2023. The studies are double-blinded, randomized controlled trials (RCTs) involving the adults (≥18 years) with MDD. The primary outcomes were efficacy of antidepressant and the dose-response relationships. A frequentist network meta-analysis was conducted, treating participants with various dosages of the same antidepressant as a single therapy. We also implemented the model-based meta-analysis (MBMA) using a Bayesian method to explore the dose-response relationships. RESULTS: The network meta-analysis comprised 135,180 participants from 602 studies. All the antidepressants were more effective than the placebo; toludesvenlafaxine had the highest odds ratio (OR) of 4.52 (95% confidence interval [CI]: 2.65-7.72), and reboxetine had the lowest OR of 1.34 (95%CI: 1.14-1.57). Moreover, amitriptyline, clomipramine, and reboxetine showed a linear increase in effect size from low to high doses. The effect size of toludesvenlafaxine increased significantly up to 80 mg/day and subsequently maintained the maximal dose up to 160 mg/day while the predictive curves of nefazodone were fairly flat in different dosages. CONCLUSIONS: Although most antidepressants were more efficacious than placebo in treating MDD, no consistent dose-response relationship between any antidepressants was observed. For most antidepressants, the maximum efficacy was achieved at lower or middle prescribed doses, rather than at the upper limit. REGISTRATION No. CRD42023427480; https://www.crd.york.ac.uk/prospero/display_record.php?
Humans ; Antidepressive Agents/therapeutic use* ; Depressive Disorder, Major/drug therapy* ; Dose-Response Relationship, Drug ; Randomized Controlled Trials as Topic

OBJECTIVES: To explore the efficacy of DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy for management of cancer pain and provide reference for its standardized clinical application. Methods and. RESULTS: Recommendations were formulated based on literature review and expert group discussion, and consensus was reached following expert consultation. The consensus recommendations are comprehensive, covering the entire treatment procedures from preoperative assessment and preparation, surgical operation process, postoperative management and traditional Chinese medicine treatment to individualized treatment planning. The study results showed that the treatment plans combining traditional Chinese with Western medicine effectively alleviated cancer pain, reduced the use of opioid drugs, and significantly improved the quality of life and enhanced immune function of the patients. Postoperative follow-up suggested good treatment tolerance among the patients without serious complications. CONCLUSIONS The formulated consensus is comprehensive and can provide reference for clinicians to use DSA-guided intrathecal drug delivery system combined with Zi Wu Liu Zhu Acupoint Therapy. The combined treatment has a high clinical value with a good safety profile for management of cancer pain.
Humans ; Medicine, Chinese Traditional ; Cancer Pain/therapy* ; Drugs, Chinese Herbal/therapeutic use* ; Drug Delivery Systems ; Pain Management/methods* ; China

Objective To explore application of intermittent oral to esophageal tube feeding(IOE)supported by continuity of care in stroke patients with swallowing disorders.Methods A total of 100 stroke patients with swallowing disorders admitted to the Second Affiliated Hospital of Wenzhou Medical University from January to September 2023 were selected as subjects,and they were divide into control group(n=50)and observation group(n=50)by using random number table method.Control group received nutritional support through a nasogastric tube,while observation group received IOE.Swallowing function of patients before and after intervention,nutritional indicators,item short from health survey(SF-36)scores,and incidence of complications were compared between two groups.Results After the intervention,the swallowing function of observation group improved compared to control group(P＜0.05).Nutritional indicators of both groups increased,and observation group was higher than control group(P＜0.05).The scores of each item on the SF-36 in observation group were higher than those in control group(P＜0.05).The incidence of complications in observation group was reduced compared to control group(P＜0.05).Conclusion Implementing IOE with continuity of care support can improve swallowing function of stroke patients with swallowing disorders,reduce occurrence of complications.

Objective:To compare the efficacy of the detection kit based on MicroDrop microdroplet digital PCR platform that can identify mycoplasma pneumonia and common drug-resistance mutation,and throughout targeted next-generation sequencing(tNGS)in detecting common drug-resistance mutations of mycoplasma pneumonia.Methods:A total of 300 samples of clinical respiratory tract of pneumonia inpatients at Guangdong Provincial People's Hospital between 2023 and 2024 were collected.Both the detection kit for drug-resistance mutation of mycoplasma pneumoniae and the tNGS method were employed to detect drug-resistance mutation genes.For samples with inconsistent results,Sanger sequencing was used for verification.Results:For the 300 samples,the detection rates of positive mycoplasma pneumonia of the detection kit for drug-resistance mutation of mycoplasma pneumoniae and the tNGS method were respectively 87.00%and 78.67%,with a Kappa value of 0.711,indicating a relatively high level of agreement between the two methods.Among 25 samples with inconsistent results,Sanger sequencing was employed for validation.The results revealed that for samples with low-frequency gene mutations,the reagent kit maintained reliable detection capability,whereas tNGS exhibited missed detections.Thus,the reagent kit demonstrates superior performance in detecting low-frequency mutation samples.Conclusion:The detection rate of low-frequency mutation samples by the digital PCR-based mycoplasma pneumoniae drug-resistance mutation detection kit is higher than that of the tNGS method.This approach helps enhance the accuracy of detection results,providing a rapid and precise means of detecting drug-resistance genes for clinical diagnosis and treatment.

Objective:To investigate the clinical characteristics and prognostic significance of germline mutations in patients with myelodysplastic neoplasms (MDS) .Methods:Clinical data from 407 patients with MDS [male, 252; female, 155; median age, 64 (range, 19-85) years] diagnosed at the First Affiliated Hospital of Zhejiang University School of Medicine were retrospectively analyzed. The clinical features and prognostic effects of germline mutations were evaluated.Results:The prevalence of germline mutations in patients with MDS was 5.9% (24/407), peaking at 20.0% in the group aged 21-30 years. The spectrum of germline mutations comprised DDX41 (9 cases, 2.2%), TP53 (3 cases, 0.7%), and single cases of RUNX1, TET2, MPL, CBL, ATRX, CEBPA, ETV6, IDH1, KDM5C, SBDS, GNAS, and CTC1. Patients with germline mutations exhibited significantly lower peripheral WBC counts than those without (1.87×10 9/L vs 2.50×10 9/L, P=0.018), but showed comparable median overall survival (21.3 months vs 21.1 months, P=0.97). Patients with DDX41 germline mutations, compared with those with other germline mutations, had a significantly older median age (65 vs 54 years, P=0.010), lower WBC counts (1.51×10 9/L vs 2.31×10 9/L, P=0.040), increased mean corpuscular volume (111.80 fl vs 97.25 fl, P=0.003), and a higher prevalence of normal karyotypes (100.0% vs 53.3%, P=0.022). The most frequently co-occurring somatic mutations in DDX41 germline mutation carriers were ASXL1, TET2, and RUNX1. Conclusion:In this study, the detection rate of germline mutations in MDS patients was 5.9% (24/407), peaking at 20% in the group aged 21-30 years. DDX41 and TP53 were the most prevalent germline mutations. DDX41 mutation carriers displayed distinct clinical characteristics; however, germline mutations overall showed no significant prognostic effect.

Objective:To construct and validate the risk prediction model of osteoporosis (OP) in the middle-aged and elderly healthy physical examination population.Methods:In this cross-sectional study, 18 030 middle-aged and elderly people with bone mineral density tested in Health Management Center of Guangxi Zhuang Autonomous Region Hospital from January 2020 to December 2022 were selected. The general data, physical examination index and biochemical blood index were collected. The subjects were divided into training set (12 621 cases) and validation set (5 409 cases) in a ratio of 7∶3 with the simple random sampling method. The variables were screened with minimum LASSO regression and logistic regression and the corresponding nomogram prediction model for the risk of osteoporosis in the middle-aged and elderly health examination population was established. The performance of the nomogram model was evaluated with the area under the receiver operating characteristic curve (ROC AUC), specificity, sensitivity, calibration curve (CAL), and decision curve (DCA).Results:The results of LASSO regression and multivariate logistic regression in training set showed that gender, age, body mass index, hip circumference, waist circumference, systolic blood pressure, total cholesterol, glutamyl transpeptidase and albumin/globulin ratio were the independent best predictors of OP risk in the middle-aged and elderly health examination population (all P<0.05). The ROC AUC-value of the training set was 0.895 (95% CI: 0.886-0.904), with a sensitivity of 87.25% and a specificity of 85.01%. The ROC AUC value of the validation set was 0.892 (95% CI: 0.886-0.898), with a sensitivity of 83.74% and a specificity of 82.46%. The CAL showed a C-index value of 0.790 in the training set and a C-index value of 0.784 in validation set. The CALs all showed deviation correction and obvious curves similar to the ideal line. DCA showed that when the OP risk threshold probability of the training set was 45%-93%, and the OP risk threshold probability of the validation set was 45%-92%, the nomogram model had better efficacy in predicting OP risk in the middle-aged and elderly physical examination population, and the two results were still relatively consistent. Both CAL and DCA showed good performance. Conclusion:This study establishes a practical prediction model for osteoporosis risk in the middle-aged and elderly population, it can provide an early warning for the timely detection of OP risk for the middle-aged and elderly people.

Objective To explore the mechanism of Wenyang Yiqi Huoxue Prescription(WYYQHXP)in the treatment of chronic heart failure(CHF)by regulating miR-126-3p and PI3K/Akt signaling pathway based on network pharmacology and experimental studies.Methods Active components and targets of WYYQHXP were obtained through TCMSP,SwissTargetPrediction,SwissADME and PubChem.Four miRNA databases were used to obtain miR-126-3p targets,and four disease databases were used to obtain CHF related targets.The intersection of the three was taken as the potential target of action;the protein-protein interaction network relationships of potential targets were explored using STRING and Cytoscape 3.9.1 software,and the main active components and core targets were screened;GO and KEGG pathway enrichment analysis was performed using R 4.2.1 software;Molecular docking was performed on the main active components with the core targets.Isoproterenol was used to induce a rat model of CHF with qi deficiency and blood stasis syndrome,and intervened with WYYQHXP.MiR-126-3p and core target expression in coronary endothelial cells were detected by immunohistochemistry,RT-qPCR,and Western blot.Results Network pharmacology screened main active components of WYYQHXP,including β-sitosterol,doustanol,kaempferol,quercetin,baicalein and luteolin,and the core targets of EGFR,VEGFA and AKT1;KEGG was enriched to the signaling pathways such as PI3K/Akt,and the 3 core targets were distributed to the PI3K/Akt signaling pathway;molecular docking showed good binding ability of β-sitosterol and stigmasterol to three core targets.Animal experiments showed that WYYQHXP could increase left ventricular ejection fraction and left ventricular fractional shortening in model rats(P<0.01),reduce serum brain natriuretic peptide content(P<0.01),increase expression of miR-126-3p(P<0.05,P<0.01,P<0.001),the medium-dosage of WYYQHXP could increase mRNA and protein expressions of EGFR,PI3K,AKT1 and VEGFA in coronary endothelial cells(P<0.01).Conclusion WYYQHXP may activate PI3K/Akt signaling pathway by acting on miR-126-3p,thereby restoring endothelial dependent vasodilation of coronary arteries,repairing endothelial dysfunction of coronary arteries,and treating CHF.

A 90-year-old female patient with novel coronavirus infection, severe pneumonia, and no history of blood transfusion andtransplantation.The mixed appearance phenomenon appeared in the admission blood group identification, and was sent the sample to our laboratory for difficult blood group identification. In the tube saline method, the patient′s red blood cells were positively reacted with 2 monoclonal anti-A and 5 human anti-A reagents.In the microcolumn gel method, the patient′s red blood cells showed 2 positive and 2 negative reactions with monoclonal anti-A and 5 positive and 1 negative reactions with human anti-A. The patient ′s red blood cells showed negative reaction with peanuts in phytohemagglutinin, and positive reaction with double flower lentils, wild soybeans and a string of purples. The patient ′s red blood cells treated with papain showed negative reaction with all monoclonal anti-A reagents, human anti-A and phytohemagglutinin. The patient ′s ABO gene was sequenced as ABO * B.01/O.01.02, but C1GALT1C1 gene mutation was not founded in the gDNA of the whole blood sample.It is speculated that the exposure of Tn antigen on the patient ′s red blood cells leads to red blood cells polyagglutination, resulting in ABO blood group inconsistency.