Objective To observe the value of pituitary radiomics and MRI features combined model for predicting growth hormone(GH)status in pediatric short stature.Methods Totally 300 children with short stature were enrolled as training set,while other 73 cases were taken as external validation set.Based on growth hormone stimulation test,the children were divided into GH deficiency(GHD)group(n=228)and non-GHD group(n=145).The training set included 196 cases in GHD subgroup and 104 cases in non-GHD subgroup,while the validation set included 32 cases in GHD subgroup and 41 cases in non-GHD subgroup.Radiomics features of pituitary were extracted from T1WI.The key features were selected using least absolute shrinkage and selection operator(LASSO)regression,and machine learning models were subsequently constructed using support vector machine(SVM),logistic regression(LR),naive Bayes(NB)and K-nearest neighbor(KNN),respectively.Then combined models were constructed combining with MRI features,and the efficacy of each model was evaluated.Results The area under the curve(AUC)of SVM,LR,NB,and KNN radiomics model for predicting GH status in pediatric short stature was 0.860,0.831,0.838 and 0.901 in training set,0.788,0.829,0.823 and 0.770 in validation set,while of the relative combined SVM,LR,NB and KNN model was 0.924,0.903,0.859 and 0.920 in training set,and 0.827,0.881,0.836 and 0.718 in validation set.LRcombined model had the best overall performance,with sensitivity of 84.94％,specificity of 80.56％and accuracy of 83.61％in training set,and 80.95％,72.22％and 80.00％in validation set,respectively.Conclusion Pituitary radiomics and MRI features combined model could effectively predict GH status in pediatric short stature.

Objective To observe the value of pituitary radiomics and MRI features combined model for predicting growth hormone(GH)status in pediatric short stature.Methods Totally 300 children with short stature were enrolled as training set,while other 73 cases were taken as external validation set.Based on growth hormone stimulation test,the children were divided into GH deficiency(GHD)group(n=228)and non-GHD group(n=145).The training set included 196 cases in GHD subgroup and 104 cases in non-GHD subgroup,while the validation set included 32 cases in GHD subgroup and 41 cases in non-GHD subgroup.Radiomics features of pituitary were extracted from T1WI.The key features were selected using least absolute shrinkage and selection operator(LASSO)regression,and machine learning models were subsequently constructed using support vector machine(SVM),logistic regression(LR),naive Bayes(NB)and K-nearest neighbor(KNN),respectively.Then combined models were constructed combining with MRI features,and the efficacy of each model was evaluated.Results The area under the curve(AUC)of SVM,LR,NB,and KNN radiomics model for predicting GH status in pediatric short stature was 0.860,0.831,0.838 and 0.901 in training set,0.788,0.829,0.823 and 0.770 in validation set,while of the relative combined SVM,LR,NB and KNN model was 0.924,0.903,0.859 and 0.920 in training set,and 0.827,0.881,0.836 and 0.718 in validation set.LRcombined model had the best overall performance,with sensitivity of 84.94％,specificity of 80.56％and accuracy of 83.61％in training set,and 80.95％,72.22％and 80.00％in validation set,respectively.Conclusion Pituitary radiomics and MRI features combined model could effectively predict GH status in pediatric short stature.

Objective To establish an intelligent detection algorithm model for acute promyelocytic leukemia(M3 model)based on a contrast large model using machine learning statistical software and validate its effectiveness.Methods The data from 8 256 outpa-tients and inpatients who underwent complete blood cell analysis at Peking Union Medical College Hospital were retrieved and analyzed using the laboratory information system(LIS)and hospital information system(HIS).A M3 screening model was established and vali-dated using the data from outpatients and inpatients who underwent complete blood cell analysis at our hospital from July to October 2023.Results The M3 model demonstrated potential application value in screening for M3 disease in complete blood cell analysis,which showed certain efficacy in screening for neutrophil toxicity changes,particularly in identifying two cases of blue-green inclusion bodies in neutrophils.Conclusion The M3 model exhibited low specificity for M3 diagnosis.Future research should focus on increas-ing the number of M3-positive cases to optimize the model,ensuring high sensitivity while improving specificity.This model will provide assistance for the intelligent review of complete blood cell analysis.

Objective To investigate the potential active ingredients and the mechanism of Coreopsis tinctoria Nutt. in the prevention and treatment of hyperlipidemia. Methods Ultra-high performance liquid chromatography-Quadrupole-Exactive Orbitrap mass spectrometry (UPLC-Q-Exactive Orbitrap MS) was used to qualitatively analyze the fractions and blood components of flavones in Coreopsis tinctoria Nutt. The intersection targets of flavones in Coreopsis tinctoria Nutt. and hyperlipidemia were screened,and the protein-protein interaction network was constructed and analyzed by the STRING 12.0 database. Finally,the gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) were used for enrichment analysis. Results A total of 25 compounds were detected from the flavones in Coreopsis tinctoria Nutt.,and their structures were identified,including ten chalcones,nine flavanones,four flavonols,one aurone,and one biflavone. The analysis of blood components showed that marein,flavanomarein,okanin,isookanin and 5,7,3',5'-tetrahydroxyflavanone-7-O-β-D-glucopyranoside were the main components of the flavones in Coreopsis tinctoria Nutt. in blood. Network pharmacological GO and KEGG enrichment analysis showed that the flavones in Coreopsis tinctoria Nutt. may regulate phosphatidylinositol 3-kinase/protein kinase B,tumor necrosis factor,hypoxia-inducible factor-1 signaling pathway and other signaling pathways in the regulation and prevention of hyperlipidemia. Conclusion Coreopsis tinctoria Nutt. can prevent and treat hyperlipidemia,and the mechanism may be related to the five blood components of the flavones in Coreopsis tinctoria Nutt.,including marein,flavanomarein,okanin,isookanin and 5,7,3',5'-tetrahydroxyflavanone-7-O-β-D-glucopyranoside.

Objective:To investigate the diagnosis, treatment, clinical characteristics and potential high-risk factors of cerebral venous sinus thrombosis (CVST) during the treatment of acute lymphoblastic leukemia (ALL) with pegaspargase.Methods:The medical history, diagnosis and treatment process, laboratory examination and imaging examination results of 3 ALL patients with CVST during pegaspargase treatment in the First Affiliated Hospital of Suzhou University in March and November 2021 and September 2022 were retrospectively analyzed, and the relevant literature was reviewed.Results:Three patients were all female, with the aged between 15 and 35 years old, including 2 cases of B-ALL and 1 case of T-ALL. All patients developed nervous system symptoms after pegaspargase chemotherapy, and were diagnosed as CVST by imaging examination. During the pegaspargase treatment, 2 patients took norethisterone, and 1 patient underwent induced labor and curettage. The levels of sexual hormones in the 3 patients had non-physiological changes. The main CVST lesions were located in the superior sagittal sinus, transverse sinus and sigmoid sinus. One patient had cerebral hemorrhage at the same time. When thrombus occurred, the fibrinogen (Fib), antithrombin Ⅲ (AT Ⅲ) activity, protein C activity and protein S activity of the patients were significantly lower than those before, D-dimer was significantly higher, and lupus anticoagulant and anticardiolipin antibody were negative. The thrombosis treatment was mainly anticoagulation, and 1 patient underwent thrombolysis. Two patients had no sequelae of nervous system, and 1 patient had the sequelae of muscle weakness.Conclusions:Patients with ALL should be alert to the occurrence of CVST when they have nervous system symptoms during pegaspargase chemotherapy. The diagnosis of CVST mainly depends on cranial imaging. Anticoagulation is the main thrombosis treatment, thrombolysis and interventional thrombectomy are feasible for some patients, with few neurological sequelae. The use of second-generation progesterone drugs and the non-physiological fluctuation of sex hormones may be the potential risk factors of CVST.

Objective:To explore the nursing effect of positive psychological intervention based on PERMA model for patients with depression.Methods:From January 2019 to December 2020, 120 depression patients admitted to Wenzhou Seventh People's Hospital were selected as the research object. According to the random number table method, the patients were divided into the control group and the intervention group, 60 cases in each group. The control group was given routine nursing, and the intervention group received positive psychological intervention based on the positive emotions, engagement, relationships, meaning and accomplishment (PERMA) model. Before and after the intervention, the Montreal Cognitive Assessment (MoCA) , Wechsler Memory Scale Revised China (WMS-RC) , and Hamilton Depression Scale-17 (HAMD-17) were used to evaluate the cognitive function, memory ability, and depressive symptoms of the two groups of patients.Results:After the intervention, the 7 dimensions and total scores of MoCA and the WMS-RC dimension scores in the intervention group were higher than those in the control group, and the HAMD-17 scores were lower than those in the control group, and the differences were statistically significant ( P<0.05) . Conclusions:The positive psychological intervention based on the PERMA model applied in depression patients can effectively improve the cognitive ability, memory ability and the drepressive symptoms of patients.

Objective:To analyze the molecular characteristics of Echovirus 11 (Echo11) strains isolated in Xiangyang, Hubei Province from 2016 to 2017 based on the sequences of VP1 gene.Methods:Rectal and throat swab specimens were collected from children with hand, foot and mouth disease (HFMD) in Xiangyang from 2016 to 2017. Echo11 strains were detected by real-time reverse transcriptase PCR (RT-PCR) and isolated after cultured in human rhabdosarcoma (RD) cells. The VP1 regions of Echo11 strains isolated from RD cells and the whole genomes of three representative Echo11 strains were amplified by conventional RT-PCR and the sequences were analyzed. DNAStar7.0 (MegAlign) and MEGA6.0 (Data) were used to analyze the homology and mutation sites in nucleotide and amino acid sequences. Neighbor-joining method was used to construct phylogenetic trees. Recombination analysis was performed with SimPlot software (BootScanning).Results:A total of 11 Echo11 strains were isolated from 3 494 HFMD cases, accounting for 0.31%. They were highly homologous in the VP1 gene. These strains shared 98.4%-100.0% homology in nucleotide sequences and 98.3%-100.0% homology in amino acid sequences. The homology between the 11 Echo11 strains and the prototype strain (Echo11/Gregory, X80059) was 73.9%-74.8% in nucleotide sequences and 87.7%-88.7% in amino acid sequences. All of the Echo11 strains circulating in Xiangyang were classified into lineage D, having a similarity to the strains circulating in some regions of mainland China since 2013. In multiple regions of the genome, the Echo11 strains isolated in Xiangyang were highly similar to the Henan Echo1 strains in 2010 and the Hubei Echo6 strains in 2015, suggesting there was recombination within the genome of Echo11 strains in Xiangyang.Conclusions:The Echo11 strains circulating in Xiangyang from 2016 to 2017 belonged to lineage D and were recombinant strains.

Objective:To explore the application of venetoclax in transplantation of patients with refractory acute myeloid leukemia (AML).Methods:The diagnosis and treatment process of a patient with refractory AML who underwent allogeneic hematopoietic stem cell transplantation (allo-HSCT) under venetoclax and hypomethylating agents bridging myeloablative preconditioning regimen after induction therapy failure in the First Affiliated Hospital of Soochow University in March 2020 were retrospectively analyzed.Results:The patient was a 28-year-old female who was diagnosed with refractory AML. The patient was initially given induction chemotherapy with IA (idarubicin+cytarabine) (3+7) regimen, but the disease did not relieve, then the induction chemotherapy with CLAG (cladribine+cytarabine+granulocyte colony stimulating factor) regimen was given, but the disease still did not relieve. After chemotherapy with venetoclax and hypomethylating agents bridging myeloablative preconditioning regimen, salvage haploid allo-HSCT was performed. Re-examination of bone marrow showed remission, and implantation was successful. The patient was followed up for 100 days and had sustained remission, and no transplantation complications occurred.Conclusion:For refractory AML patients who have failed primary induction therapy, the use of venetoclax and hypomethylating agents bridging myeloablative preconditioning regimen can be used as a preferred solution for salvage allo-HSCT.

OBJECTIVE: To evaluate the clinical efficacy and safety of Congrong Shujing Granules ( , CSGs) in treating patients with Parkinson's disease (PD) and Chinese medicine (CM) syndrome of Shen (Kidney) essence deficiency, and to investigate the potential mechanism involving efficacy through a transcriptome sequencing approach. METHODS: Eligible PD patients with syndrome of Shen essence defificiency were randomly assigned to a treatment group or a control group by a random number table, and were treated with CSGs combined with Western medicine (WM), or placebo combined with WM, respectively. Both courses of treatment lasted for 12 weeks. The Unifified Parkinson's Disease Rating Scale (UPDRS) score, the PD Question-39 (PDQ-39) score, CM Syndrome Scale score, and drug usage of all patients were evaluated before and after treatment. Safety was evaluated by clinical laboratory tests and electrocardiographs. Blood samples from 6 patients in each group were collected before and after the trial and used for transcriptomic analysis by gene ontology analysis and Kyoto Encyclopedia of Genes and Genomes pathway analysis. Differentially expressed genes were validated using reverse transcription-polymerase chain reaction. RESULTS: A total of 86 PD patients were selected from the Third Affifiliated People's Hospital of Fujian University of Traditional Chinese Medicine between January 2017 and December 2017. Finally, 72 patients completed the trial, including 35 in the treatment group and 37 in the control group. When compared with the control group after treatment, patients in the treatment group showed signifificant decreases in UPDRS sub-II score, PDQ-39 score, CM syndrome score, and Levodopa equivalent dose (P<0.05). During the treatment course, no signifificant changes were observed in safety indicators between the two groups (P>0.05). A possible mechanism of clinical effificacy was proposed that involved regulating cell metabolism-related processes and ribosome-related pathways. Treatment with CSGs had shown to affect relevant gene loci for PD, including AIDA, ANKRD36BP2, BCL2A1, BCL2L11, FTH1P2, GCH1, HPRT1, NFE2L2, RMRP, RPS7, TGFBR1, WIPF2, and COX7B. CONCLUSIONS CSGs combined with WM can be used to treat PD patients with CM syndrome of Shen essence defificiency with a good safety. The possible mechanism of action and relevant gene loci were proposed. (Registration No. ChiCTR-IOR-16008394).

Objective:To establish the clot waveform analysis (CWA) reference intervals of prothrombin time (PT), activated partial thromboplastin time (APTT), fibrinogen (Fbg) and thrombin time (TT) parameters CT, |Min1|, |Min2|, |Max2| and observe the changes in patients with coagulation factors deficiency.Methods:One hundered and twenty-five cases of apparent healthy person were enrolled to establish the CWA reference intervals of four coagulation parameters and 25 cases with coagulation factors were used to study the changes of CWA patients.Results:The CWA reference intervals of PT |Min1| (dT/dt), |Min2| (d 2T/dt 2), |Max2| (d 2T/dt 2) are3.14±1.22, 0.56±0.22 and 0.50±0.18; The CWA reference intervals of APTT |Min1| (dT/dt), |Min2| (d 2T/dt 2), |Max2| (d 2T/dt 2) are 4.75±1.71, 0.78±0.29 and 0.65±0.28; The CWA reference intervals of Fbg CT(s), |Min1| (dT/dt), |Max2|(d 2T/dt 2) are 7.01±1.96, 1.22±0.51 and 0.15±0.11; The CWA reference intervals of TT |Min1| (dT/dt), |Min2| (d 2T/dt 2), |Max2| (d 2T/dt 2) are 0.95±0.32, 0.14±0.05 and 0.07±0.03.These parameters of CWA in factor Ⅴ deficient patients were significantly reduced, the activity of coagulation factor Ⅶ was 0.42, |Min2| and |Max2| were significantly lower than that of normal people. The paramenters of CWA in factor Ⅶ deficient patients were significantly reduce. Conclusion:The CWA reference intervals of four CWA parameters helps judgment of coagulation factor deficiency.