[Objective] To analyse and predict the tendencies of using erythrocyte blood in Changsha based on the autoregressive integrated moving average (ARIMA) model, long short-term memory (LSTM) and ARIMA-LSTM combination model, so as to provide reliable basis for designing a feasible and effective blood inventory management strategy. [Methods] The data of erythrocyte usage from hospitals in Changsha between January 2012 and December 2023 were collected, and ARIMA model, LSTM model and ARIMA-LSTM combination model were established. The actual erythrocyte consumption from January to May 2024 were used to assess and verify the prediction effect of the models. The extrapolation prediction accuracy of the models were tested using two evaluation indicators: mean absolute percentage error (MAPE) and root mean square error (RMSE), and then the prediction performance of the model was compared. [Results] The RMSE of LSTM model, optimal model ARIMA(1,1,1)(1,1,1)12 and ARIMA-LSTM combination model were respectively 5 206.66, 3 096.43 and 2 745.75, and the MAPE were 18.78%,11.54% and 9.76% respectively, which indicated that the ARIMA-LSTM combination model was more accurate than the ARIMA model and LSTM model, and the prediction results was basically consistent with the actual situation. [Conclusion] The ARIMA-LSTM model can better predict the clinical erythrocyte consumption in Changsha in the short term.

To have better clinical understanding of Schimke immuno-osseous dysplasia(SIOD) through analyzing the clinical features, treatment, and prognosis of four patients with SIOD.

Objective To investigate the effect of peripheral blood bile acids on the cognitive function of schizophrenia patients.Methods Targeted metabolomics was adopted to analyze the total level of primary and secondary serum bile acid metabolites collected from 23 schizophrenia patients and 23 health control individuals.The MATRICS Consensus Cognitive Battery(MCCB)was adopted to evaluate the subjects'cognitive function in five dimensions.Results We found that the schizophrenia patients had impaired cognitive functions in multiple dimensions including speed of processing,working memory,reasoning and problem solving,and visual learning.Compared with the health control group,serum levels of cholic acid(CA)and chenodeoxycholic acid(CDCA)were significantly lower in patients with schizophrenia,while serum level of glycocholic acid(GCA)was significantly higher,and the ratio of deoxycholic acid(DCA)to CA was higher(3.04 vs.1.16).Speed of processing,working memory,reasoning and problem solving,and visual learning abilities were significantly negatively correlated with serum levels of multiple primary bile acids including taurocholic acid(TCA),GCA,glycochenodeoxycholic acid(GCDCA)and taurochenodeoxycholic acid(TCDCA),after adjustments of age,sex,and body mass index.Conclusion The bile acid profile of schizophrenia patients is obvious,and the decrease in neuroprotective bile acids(namely,CA and CDCA)and the up-regulation of cytotoxic bile acid(i.e.,GCA)may impair the cognitive function of schizophrenia patients.

Objective:To explore the status quo and influencing factors of death anxiety among middle-aged and young adult patients with chronic heart failure (CHF) .Methods:Totally 176 middle-aged and young adult CHF patients treated at Fuwai Central China Cardiovascular Hospital between January 2021 and February 2023 were selected by convenience sampling and investigated with a general information questionnaire, the Medical Coping Modes Questionnaire (MCMQ), and the Death Anxiety Scale.Results:A total of 176 questionnaires were distributed, with 170 valid responses, yielding an effective response rate of 96.59%. Among the 170 middle-aged and young adult CHF patients, 136 had low death anxiety, while 34 had high death anxiety. Multiple linear regression analysis showed that educational level, per capita monthly family income, duration of illness, cardiac function classification, physical exercise, and coping style (yielding) were influencing factors of death anxiety in middle-aged and young adult CHF patients ( P<0.05) . Conclusions:Death anxiety in middle-aged and young adult CHF patients is primarily associated with educational level, per capita monthly family income, duration of illness, cardiac function classification, physical exercise, and coping style (yielding). Clinical assessments should focus on these factors to provide timely and targeted psychological interventions.

Objective:To explore the effectiveness of the O-AMAS teaching model in clinical teaching for blood purification training nurses.Methods:Convenience sampling was used to select 187 training nurses from the Blood Purification Center of the First Affiliated Hospital of Zhengzhou University from January 2021 to December 2022 as research subjects. Eighty training nurses enrolled from January to December 2021 were selected as the control group, and 107 training nurses enrolled from January to December 2022 were selected as the experimental group. After three months of intervention, the training nurses' theoretical scores, operational skills assessment scores, and satisfaction were compared between the two groups.Results:The theoretical and operational skills assessment scores of the experimental group were higher than those of the control group ( P<0.05). The satisfaction of the experimental group with the teaching model, teaching effectiveness, completion of theoretical training, guidance on operational skills, and overall teaching was higher than that of the control group ( P<0.05) . Conclusions:The O-AMAS teaching model for clinical teaching can help improve the training effectiveness and satisfaction of blood purification training nurses.

Objective:To investigate distinct trahectories of demoralization of maintenance hemodialysis patients in young and middle-aged adults, and analyze the factors that affect the trajectory category, so as to provides reference for formulating individualized intervention strategies.Methods:This study was a cross-sectional survey. From April 2020 to April 2021, young and middle-aged maintenance hemodialysis patients fromShangyu People′s Hospital were collected by convenience sampling method and conducted 4-time follow-up investigation. The survey tools included general information questionnaire, Demoralization Scale Mandarin Version (DS-MV) and Experiences in Close Relationship Scale-Short Form (ECR-S). Latent class growth model was used to identify trajectory patterns of demoralization, Logistic regression was used to identify predictors of demoralization trajectories.Results:Totally, 105 patients were enrolled in the present study. Three distinct trajectories were identified and named as "table high level group" 24 cases, "slow reduction group" 39 cases and "continuous reduction group" 42 cases. Univariate analysis showed that age, occupational status, average income per person in family, number of comorbidities, attachment anxiety scores were related to the category of demoralization trajectories ( F = 15.92, χ2 values were 9.16-15.95, all P<0.05). Multivariate Logistic regression analysis showed that age, occupational status, average income per person in family, number of comorbidities, and attachment anxiety scores were important predictors of patterns of demoralization trajectories in young and middle-aged maintenance hemodialysis patients. Conclusions:This study identified three distinct demoralization trajectories in young and middle-aged maintenance hemodialysis patients, clinical nursing should formulate individualized intervention strategies according to the types of patients′ delirium trajectories.

Objective:To explore the application value of two-dimensional speckle tracking imaging (2D-STI) in evaluating diaphragm function, and to compare the ability of 2D-STI and conventional diaphragm ultrasonography in diagnosing diaphragmatic dysfunction and evaluating disease severity in patients with acute exacerbation of chronic obstructive pulmonary disease (AECOPD).Methods:A total of 58 AECOPD patients admitted to the First Affiliated Hospital of Xi′an Jiaotong University from January to October 2021 were retrospectively enrolled as AECOPD group, and 34 healthy subjects were recruited as control group during the same period. Repeatability test of diaphragmatic 2D-STI was performed. According to modified Medical Research Council (mMRC) dyspnea scores system and COPD Assessment Test (CAT), mMRC 0-1 and CAT<10 was classified as group A, mMRC≥2 and CAT≥10 was classified as group B. The baseline characteristics, conventional diaphragm ultrasonography parameters(thickening fraction and excursion) and 2D-STI parameters (longitudinal and radial strains) were compared between the AECOPD group and the control group, and the Spearman correlation between parameters of AECOPD group and forced expiratory volume in one second (FEV1) was analyzed. The differences of these parameters between group A and B were also compared. The ROC curve of conventional diaphragm ultrasonography parameters and 2D-STI parameters was plotted to differentiate group A from group B, and the diagnostic efficacy was evaluated.Results:Great intra- and inter-observer reproducibility was found for all diaphragmatic 2D-STI parameters, with ICCs above 0.80 for all measurements. The control group and the AECOPD group did not differ in age, sex and body mass index( P>0.05), whereas there were significant differences in smoking history, lung function, bilateral thickening fraction, excursion, longitudinal and radial strains( P<0.05). Compared with control group, patients in group A had a significant increase in diaphragm thickness ( P<0.05), while there was no significant difference in that between group B and control group ( P>0.05). The bilateral longitudinal strains, radial strains and thickening fraction of diaphragm were linearly correlated with FEV1 (right side rs=0.828, 0.794, 0.843, respectively; all P<0.001; left side rs=0.757, 0.704, 0.752, respectively; all P<0.001 ), while the correlation between excursion and FEV1 was not significant(right side rs=0.247, left side rs=0.253; all P>0.05). There were significant differences in bilateral longitudinal strains, radial strains and thickening fraction between group A and group B(all P<0.05), whereas there was no significant difference in excursion between the two groups ( P>0.05). ROC analysis showed bilateral longitudinal and radial strains had higher accuracy in distinguishing group A from group B than thickening fraction and excursion(right side AUCs 0.90, 0.84, 0.78 and 0.62, respectively; left side AUCs 0.85, 0.83, 0.77 and 0.62, respectively). Conclusions:2D-STI is a real-time noninvasive technique for diaphragm function assessment, which has high clinical value. Compared with conventional ultrasonography, 2D-STI shows more accuracy and effectiveness in diagnosing diaphragmatic dysfunction and evaluating disease severity of patients with AECOPD.

Objective:To evaluate the relationship between postoperative delirium and preoperative modified frailty index (mFI) score in elderly patients undergoing colorectal cancer surgery.Methods:The medical records of elderly patients of either sex, aged 65-90 yr, with primary tumor, without radiotherapy and chemotherapy before operation, with the expected operating time ≥ 2 h, undergoing colorectal cancer surgery under general anesthesia, were collected.The patients′ preoperative frailty was assessed using mFI scale.Primary outcome was the incidence of delirium within 7 days after operation, and delirium was assessed using Confusion Assessment Method.The preoperative baseline characteristics, BI score, mFI score and Mini-Mental State Examination were recorded; anesthesia-related information, surgery-related information, intraoperative adverse events, total volume of intraoperative fluid infused, blood loss, and urine output were recorded.The patients were divided into delirium group (D group) and non-delirium group (N group) according to whether delirium occurred or not, and logistic regression analysis was used to screen the risk factors for postoperative delirium in elderly patients with colorectal cancer.Results:A total of 370 patients were enrolled in this study, and the incidence of delirium was 10.8%.There were significant differences in age, ASA grading ratio, mFI score, anesthetic time and total volume of intraoperative fluid infused between group N and group D ( P<0.05). The results of multivariate logistic regression analysis showed that increased age and mFI were independent risk factors for the occurrence of postoperative delirium ( P<0.05). Conclusions:Increased mFI score and age are independent risk factors for postoperative delirium in elderly patients undergoing colorectal cancer.

Objective:To explore a new method of ultrasound-guided positioning of the tip of neonatal peri-pherally inserted central catheter (PICC).Methods:Clinical data of 174 newborn infants hospitalized in the Neonatal Intensive Care Unit (NICU) of Beijing Chaoyang District Maternal and Child Healthcare Hospital from January 2019 to April 2021 receiving PICC catheter intubated under the guidance of ultrasound for positioning the tip were retrospectively analyzed to explore the accuracy, reliability and feasibility of the improved ultrasound-guided positioning technique.Before lower extremity catheterization, ultrasound was performed to monitor the vascular pattern and catheterization of PICC was conducted under the guidance of ultrasound.Results:(1) Among 174 infants intubated with ultrasound-guided positioning of the PICC tip, 172(98.9%) of them had the ideal position, and 2(1.1%) did not achieve the ideal position, but achieved the ideal position after ultrasound-guided correction.(2) Lower extremity venous catheterization was successfully performed at 100.0% after ultrasound-guided monitoring of blood vessels.The time-consuming of lower extremity venous catheterization was significantly shorter than that of the previous method [(31.50±2.58) min vs.(56.10 ±5.30 min)]( t=46.84, P<0.001). The total success rate of catheterization and catheterization of lower limb vein increased by 7.0% and 17.5%, respectively.(3) Only 1 (0.57%) case reported the complication of catheter tip thrombosis, the complication rate of which decreased from the previous 79.00% to 2.70%(2/112 cases). Conclusions:The improved ultrasound-guided positioning of the PICC tip is convenient, simple, faster and accurate, which enhances the success rate and is worthy to be applied in clinical practice.

【Objective】 To study the correlation of clinical symptoms and cognitive functions with serum inflammatory factors in schizophrenia. 【Methods】 A total of 42 SCz patients (case group) and 47 healthy controls (control group) were enrolled in this study. We used enzyme-linked immunosorbent assay (ELSA) to determine six inflammatory factors in serum. PANSS was used to assess clinical symptoms and MCCB was used to assess the patients’ cognitive functions. 【Results】 ① Inflammatory factors: The serum levels of IL-1β, IL-4, IL-6 and IL-8 were significantly higher in case group than in control group (P<0.01). ② Cognitive functions: The scores of Trail Making Test, Hopkins Verbal Learning Test, Symbol Coding, Spatial Span, Brief Visuospatial Memory Test, Assessment Battery-Mazes, Category Fluency and Test-Managing Emotions of case group were significantly lower than those of control group (P<0.05). ③ Correlation between serum inflammatory factors and clinical symptoms: There was no correlation between serum inflammatory factors and psychiatric symptoms in schizophrenia. ④ Correlation between serum inflammatory factors and cognitive functions: The levels of IL-6 (rs=-0.33, P<0.05) and IL-8 (rs=-0.50, P<0.01) in case group were significantly negatively correlated with the scores of Space Scan test. 【Conclusion】 Patients with schizophrenia are presented with immune dysfunction, and the latter is correlated with cognitive impairments.