Objective: To establish a machine learning-based precision blood donor recruitment model at the county level and assess its generalizability and applicability. Methods: A retrospective study was conducted using blood donation and SMS recruitment data from the Taicang Branch of the Suzhou Blood Center between 2019 and 2024. Multiple machine learning algorithms were employed, including extreme gradient boosting, support vector machine, k-nearest neighbor, logistic regression, decision tree, random forest, and multilayer perceptron. These were combined with techniques such as synthetic minority oversampling, undersampling, and cost-sensitive learning (using MFE and MSFE loss functions). Model parameters were optimized through grid search to identify the best-performing model. Results: In a prospective comparative study against conventional methods, the machine learning models increased the recruitment success rate among high-willingness donors by an average of 129.15%, and the recruitment efficiency per SMS improved by 125.02% compared with the traditional method. Under full-scale SMS sending, the recruitment rate per SMS increased by 42.61%, and SMS sending efficiency improved by 31.77%, significantly enhancing recruitment performance. Conclusion: This study represents the first application of a machine learning-based precision donor recruitment model at the county-level in China. The precise recruitment framework not only improves recruitment efficiency and reduces recruitment costs but also demonstrates strong scalability and generalizability. It provides a scientific and feasible intelligent pathway to ensure the safety and sustainability of the blood supply.

Objective To evaluate the high-risk factors for venous thromboembolism(venous throm-boembolism,VTE)during the perioperative period in gynecology and analyze the rationality of anticoagulant drug use.Methods Clinical data of 183 gynecological surgical patients treated at Kunming Maternal and Child Health Hospital from January 2023 to December 2024 were collected.Among them,29 diagnosed with postoperative VTE were classified as the VTE group and 154 diagnosed with no postoperative VTE during the same period were classified as the non-thrombosis group.Independent sample t-test,Mann-Whitney U test,or χ2 test were used to analyze high-risk factors for VTE during the perioperative period.Logistic regression analysis was employed to identify risk factors for VTE after the gynecological surgery and a predictive regression model was established.The ROC curve was plotted to evaluate the model's validity.Results Elevated D-dimer levels,open abdominal surgery,and history of thrombosis were independent risk factors for VTE in postoperative gynecological patients(OR>1,P<0.05).The AUC of the regression-based predictive model was higher than that of the Caprini and G-Caprini scores,indicating that this model had the good discriminatory ability its resolution was better than G-Caprini and Caprini risk assessment tools.The identified issues in VTE prophylaxis at the hospital included the insufficient mechanical prevention time limit and delayed initiation of anticoagulant therapy in patients at moderate risk of bleeding.Conclusion This predictive model has certain clinical value for broader application.For issues related to drug therapy such as delayed use of anticoagulant drugs,clinical pharmacists should collaborate with physicians to assess patients'bleeding and thrombosis risks,jointly develop precise anticoagulation regimens.

Objective:To explore the clinical phenotype and genetic etiology for a Chinese pedigree affected with Autosomal dominant polycystic kidney disease (ADPKD).Methods:A pedigree with ADPKD diagnosed at the Department of Gynaecology of the First Affiliated Hospital of Zhengzhou University in December 2020 was selected as the study subject. Clinical data of the pedigree was collected, and whole exome sequencing (WES) was carried out for the proband. Candidate variants were verified by Sanger sequencing of the proband and her relatives. This study was approved by the First Affiliated Hospital of Zhengzhou University (Ethics No. KS-2018-KY-36).Results:Fetal ultrasonography showed increased volume and parenchymal echogenicity in both kidneys. The fetus was found to harbor c. 11098C>T (p.R3700C) and c.11039T>C (p.F3680S) compound heterozygous variants of the PKD1 gene, which were respectively inherited from its mother and father. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), both variants were predicted to be likely pathogenic (PM1+ PM2_Supporting+ PP3). Conclusion:The c. 11098C>T (p.R3700C) and c. 11039T>C (p.F3680S) compound heterozygous variants of the PKD1 gene probably underlay the ADPKD in the fetus. Above finding has provided guidance for the genetic counseling and prenatal diagnosis for this pedigree.

Objective:To retrieve, evaluate, and summarize the evidence on fertility management for cervical cancer patients of childbearing age, providing a basis for clinical medical and nursing staff to carry out fertility management for cervical cancer patients.Methods:The evidence on fertility in cervical cancer patients included clinical decision-making, guidelines, summary of evidence, expert consensus, and systematic review, which were systematically searched on domestic and international evidence-based medicine databases, clinical decision-making systems, guideline websites, professional association websites, medical literature service websites, and databases such as UpToDate, Cochrane Library, British Medical Journal (BMJ) Best Practice, China Guidelines Network, China National Knowledge Infrastructure, WanFang Med Online, China Biology Medicine disc, and VIP. The search period was from database establishment to March 1, 2023. Two researchers who received evidence-based nursing knowledge training independently conducted literature screening and quality evaluation, and jointly discussed with clinical experts on the literature that met the requirements to complete evidence extraction and summary.Results:A total of 11 articles were included, including three clinical decision-making, four guidelines, three expert consensus, and one systematic review. A total of 30 pieces of best evidence were summarized from six aspects, including fertility assessment and safety, fertility preservation methods, fertility preservation surgery and anti-tumor treatment, fertility timing, pregnancy management and follow-up, and special treatment for pregnancy with cervical cancer.Conclusions:The evidence on fertility management for cervical cancer patients of childbearing age provides a basis for clinical medical and nursing staff to provide fertility guidance for cervical cancer patients. In clinical application, factors such as patient willingness and condition should be fully considered, and personalized treatment plans should be provided to maximize patient benefits.

Objective:To understand the status of frailty in postoperative gastric cancer patients and to explore its influence on symptom groups during the initial oral chemotherapy. Provide theoretical guidance for symptom management of cancer patients.Methods:A total of 133 postoperative gastric cancer patients who received initial oral chemotherapy were selected as subjects by cross section survey from Octomber 2021 to Octomber 2022 in Department of Oncology, First People′s Hospital of Changzhou by couvenient sampling method. Baseline data of patients before chemotherapy were investigated by general data questionnaire and Frailty Phenotype. Symptoms on the 2nd and 14th day of chemotherapy were investigated by M. D. Anderson Symptom Inventory-Gastrointestinal Cancer Module.Results:The incidence of frailty in postoperative gastric cancer patients was 48.9% (65/133). On the 2nd day of chemotherapy, there were four symptom clusters, namely emotional symptom cluster, gastrointestinal symptom cluster, disease related symptom cluster and neurological symptom cluster, and the cumulative variance contribution rate was 61.20%. On the 14th day of chemotherapy, there were five symptom clusters after gastric cancer specific symptom cluster appeared. and the cumulative variance contribution rate was 63.90%. On the 2nd day of chemotherapy, frailty had statistical significance on emotional symptom cluster, gastrointestinal symptom cluster andneurological symptom cluster ( t = 3.52, 2.66, 5.48, all P<0.05), which explained 7.2%, 4.1% and 15.1% of symptom group severity, respectively. On the 14th day of chemotherapy, frailty still had statistical significance on emotional symptom cluster, gastrointestinal symptom cluster and neurological symptom cluster ( t = 3.41, 5.47, 4.06, all P<0.05), which explained 7.1%, 13.2% and 9.6% of symptom group severity, respectively. Conclusions:The incidence of frailty in patients with postoperative gastric cancer was at a relatively high level. The emotional symptom cluster, gastrointestinal symptom cluster, and neurological system related symptom cluster in patients with frailty were more serious at different time points.

ObjectiveTo summarize the current research of traditional physical and mental exercise in elderly patients with mild cognitive impairment （MCI） by means of a scoping review， so as to provide references for exercise intervention in elderly patients with MCI. MethodsRelevant literatures related to the application of traditional physical and mental exercise in elderly MCI patients were searched from CNKI， Wanfang， VIP database， PubMed， Web of Science and Embase， and the retrieval time was set up until June 2021. Basic information， traditional physical and mental exercise methods and application effects were extracted from the selected literatures. The application of traditional physical and mental exercise in elderly MCI patients were summarized. ResultsA total of 22 literatures were involved in the final review， and the intervention methods were as follows， combined intervention of various traditional physical and mental exercise（2）， Baduanjin（9）， Tai Chi（9）， Liuzijue（1） and Qigong（1）. The intervention plan lasted from 2 to 18 months in total， 2 to 5 sessions per week， and each session was 40 to 90 minutes. Traditional physical and mental exercise had an overall positive effect on cognitive function， sleep quality， memory and reaction time of elderly patients with MCI， but its effect on daily living ability and depression was controversial. ConclusionTraditional physical and mental exercise can improve cognitive function and physical function of elderly patients with MCI， which may be a safe and effective treatment.

objective To analyze the clinical characteristics of pneumonia in patients with aplastic anemia for improving early prevention and clinical diagnosis. Methods A retrospective analysis was conducted for patients with aplastic anemia treated in our hosipital from June 2013 to April 2018. The clinical data of pneumonia were reviewed and analyzed in terms of radiological findings, pathogen distribution, and related risk factors. Results The clinical manifestations are atypical in patients with aplastic anemia. The imaging findings suggested that the infection was mainly bilateral pulmonary infection. The common pathogens were gram-negative bacteria such as Klebsiella pneumoniae. Disease type, agranulocytosis and low serum albumin level were independent risk factors for pneumonia in patients with aplastic anemia. Regular immunosuppressive therapy is a protective factor for pneumonia in patients with aplastic anemia. Conclusions The clinical manifestations of pneumonia are diverse in patients with aplastic anemia. The pathogens are mainly gram-negative bacteria. Empirical use of β-lactam-β-lactamase inhibitor combinations or quinolones is beneficial for controlling infection. Regular immunosuppressive therapy, recovery of hematopoietic function, nutritional support are effective measures to reduce the incidence of pneumonia in patients with aplastic anemia.

Objective: To investigate the changes and clinical significance of Caveolin-1, matrix metalloproteinase-9(MMP-9) and interleukin-1β(IL-1β)in cerebrospinal fluid of children with bacterial meningitis or viral encephalitis. Methods: Thirty-six cases of children with bacterial meningitis, 42 cases of children with viral encephalitis, and 20 cases of children with non-nervous system infection were selected from September 2016 to June 2018 at the Third Affiliated Hospital of Zhengzhou University.The levels of Caveolin-1, MMP-9 and IL-1β in cerebrospinal fluid were detected by using enzyme linked immunosorbent assay(ELISA). Results: Cerebrospinal fluid Caveolin-1, MMP-9 , IL-1β levels in the acute phase of bacterial meningitis were(49.06±8.96) ng/L, (134.79±18.88) μg/L, (100.02±14.67) μg/L, respectively, and (29.13±7.25) ng/L, (18.69±7.23) μg/L, (47.57±8.95) μg/L in recovery phase, which were higher than those of the controls[(11.18±2.24) ng/L, (11.53±3.54) μg/L, (39.75±7.08) μg/L)], and the differences were significant (all P<0.05). Cerebrospinal fluid Caveolin-1, MMP-9, IL-1β levels in the acute phase of viral encephalitis were (42.71±10.48) ng/L, (62.78±17.39) μg/L, (57.97±11.28) μg/L, respectively, and (29.13±7.25) ng/L, (18.69±7.23) μg/L, (47.57±8.95) μg/L in recovery phase, which were higher than those of controls, and the differences were significant (all P<0.05). The levels of Caveolin-1, MMP-9 and IL-1β in cerebrospinal fluid of bacterial meningitis group and viral encephalitis group were significantly higher than those of convalescent group (all P<0.05). The levels of Caveolin-1, MMP-9, IL-1β in cerebrospinal fluid of bacterial meningitis group were significantly higher than those in viral encephalitis group (all P<0.05) in the acute phase, and no significant difference was found in the recovery phase(all P>0.05). Cerebrospinal fluid Caveolin-1, MMP-9, IL-1β showed no significant difference among children with different severity of intracranial infection.Correlation analysis showed that there was a positive correlation between Caveolin-1, MMP-9 and IL-1 β levels in cerebrospinal fluid of acute in bacterial meningitis group and viral encephalitis group(Caveolin-1 and MMP-9: R²=0.239, P<0.05; MMP-9 and IL-1β: R²=0.766, P<0.01; Caveolin-1 and IL-1β: R²=0.245, P<0.05). Conclusions Caveolin-1, MMP-9 and IL-1 β involved in the pathogenesis of intracranial infection in children, and the effects of different pathogens on intracranial infection were different.

Objective To study the clinical characteristics of outpatients with hand,foot and mouth disease (HFMD) caused by different serotypes of enteroviruses.Methods This was a prospective study.From February 2017 to March 2018,563 outpatients with HFMD were enrolled by systematic sampling in the Department of Infectious Diseases,Henan Children's Hospital.Throat swabs were collected to determine the serotypes via PCR.Demographic,clinical,and laboratory data were collected by standard questionnaire.All cases were followed up twice at 2 and 9 weeks after the initial outpatient visit through telephone interview.A total of 563 cases were enrolled and 555 (98.6％) cases were positive for human enteroviruses,including 338 (60.9％) males.Analyses were stratified by enterovirus serotypes,Chi square test or Fisher's exact test,Rank sum test was used for comparison among different groups.Results The age of 555 cases was 24.2 (16.4,41.3) months.Among them 44.0％ (224 cases) were identified as coxsackievirus (CV)-A6,while 189 cases,35 cases,14 cases and 73 cases were identified as CV-A16,enterovirus (EV)-A71,CV-A10 and other serotypes,respectively.Fever (≥37.5 ℃C) was present in 51.4％(285/555) of laboratory confirmed cases.The proportions of fever in cases of CV-A6 (68.9％(168/244)) and CV-A10 (12/14) were significantly higher than those in cases of CV-A16 (31.7％(60/189),x2=57.344,14.313,both P=0.000),other serotypes (43.8％(32/73),x2=15.101 and 8.242,P=0.000 and 0.004) and EV-A71 (37.1％(13/35),x2=13.506 and 9.441,P=0.000 and 0.002) respectively.There was no significant difference between CV-A6 and CV-A10 in presentation of fever (x2=1.785,P=0.182).There were 359 cases (64.7％) with eruptions in mouth,hands,feet and buttocks.Cases infected with EV-A71 had the highest proportions (74.3％(26/35)) of rash emerging simultaneously in mouth,hands,feet,and buttocks.The proportion in cases of CV-A 16,CV-A6,CVA 10 and other serotype were 73.5％ (139/189),61.9％ (151/244),7/14 and 49.3％ (36/73),respectively.The proportion of rash on other parts of body,such as face,limbs or torso in cases infected with CV-A6 (16.8％ (41/244)) was the higherest and the proportion in cases of CV-A16,EV-A71,CV-A10 or other serotypes were 8.5％(16/189),5.7％(2/35),1/14,6.8％(5/73),respectively.None of these cases developed serious complications.Desquamation occurred in 45.5％ (179/393) cases 7.5 (5.0,9.0) days after disease onset and 13.5％ (53/393) cases showed onychomadesis 31.0 (18.0,33.5) days after disease onset.The proportion of desquamation and onychomadesis associated with CV-A6 (64.2％ (95/148) and 31.8％ (47/148)) was significantly higher than CV-A16 (31.8％ (49/154) and 1.3％ (2/154),x2=33.601 and 52.482,both P=0.000) and other serotypes (38.0％(19/50) and 6.0％(3/50),x2=10.236 and 12.988,P=0.001 and 0.000).Desquamation appeared more in cases of CV-A6 than in cases of CV-A10 (2/11,x2=9.386,P=0.002),with the proportion of onychomadesis higher in CV-A6 than in EV-A71 (3.3％ (1/30),x2=11.088,P=0.001).Conclusion Clinical manifestation such as fever,rash emerging parts,desquamation and onychomadesis are different among outpatient HFMD cases infected with CV-A16,CV-A6,EV-A71,CV-A10 and other enteroviruses.