Objective To explore the clinical effect of nursing intervention program based on social support and information motivation behavioral model for pregnant women with gestational diabetes mellitus(GDM).Methods A total of 104 pregnant women with GDM admitted to Linping District,the Second Affiliated Hospital of Zhejiang University School of Medicine from February 2020 to February 2022 were selected as study objects,and were divided into experimental group and control group by random number table method,with 52 cases in each group.The pregnant women in control group were given routine nursing intervention,and the pregnant women in experimental group were given social support and information motivation behavioral model nursing intervention based on routine nursing.The depression-anxiety-stress scale,disease cognition and health behavior,blood glucose control during pregnancy,perinatal maternal and infant complications and delivery mode were compared between two groups.Results After the intervention,the scores of depression,anxiety,stress,fasting blood glucose,2-hour postprandial blood glucose and glycosylated hemoglobin of pregnant women in experimental group were significantly lower than those in control group,and the scores of disease cognition,health promoting lifestyle profile and vaginal delivery rate were significantly higher than those in control group(P<0.05).The complication rate of pregnant women and perinatal infants in experimental group was significantly lower than that in control group(P<0.05).Conclusion The nursing intervention program based on social support and information motivation behavioral model has good effect on pregnant women with GDM,which can enable pregnant women to obtain more social support,reduce negative emotions,improve health behaviors,promote blood glucose control,and increase the rate of natural childbirth.

Objective To investigate the application of machine learning to predict the hemodynamic parameters of combined stenotic left coronary artery(LCA)aneurysms.Methods Parameterized modeling and simulation based on the geometric parameter range of combined stenosis LCA aneurysms in clinical statistics were conducted.The obtained simulation data was used as the dataset,and two common machine learning models were constructed and trained for optimization to predict two key hemodynamic parameters:wall shear stress(WSS)and pressure.By comparing and analyzing the performances of these models on the training and testing sets,the accuracy of each model was evaluated,and the effectiveness of the data-driven prediction of hemodynamic parameters for LCA aneurysms with concomitant stenosis was verified.Results The effectiveness of machine learning method in inverting the hemodynamic parameters of aneurysms was determined.For WSS prediction,the trained deep learning model and random forest model achieved mean squared error(MSE),mean absolute error(MAE),and determination coefficient R2 of 0.052 8,0.032 2,0.988 3,and 0.078 2,0.046 3,and 0.976 6,respectively.For pressure prediction,the accuracies of the deep learning models and random forest models were comparable,with MSE,MAE,and R2 of 4.67×10-6,3×10-4,0.999 7,and 1.07×10-5,5×10-4,and 0.999 3,respectively.Conclusions Machine learning methods show high accuracy in predicting the hemodynamic parameters of combined stenotic coronary artery aneurysm models.The predictive accuracy of the model,computational efficiency,and needs of the application scenarios need to be considered in machine learning prediction so that the appropriate model can be selected according to the specific situation.This study has clinical significance,helping doctors to more accurately evaluate a patient's condition and provide new ideas and method for the diagnosis and treatment of cardiovascular diseases.

Objectives:To investigate the outcomes of cochlear implantation in Mandarin-speaking cochlear implant (CI) users with single-sided deafness (SSD).Methods:This study was a single-center prospective cohort study. Eleven Mandarin-speaking adult SSD patients who underwent CI implantation at Capital Medical University Beijing Tongren Hospital from August 2020 to October 2021 were recruited, including 6 males and 5 females, with the age ranging from 24 to 50 years old. In a sound field with 7 loudspeakers distributed at 180°, we measured root-mean-square error(RMSE)in SSD patients at the preoperative, 1-month, 3-month, 6-month, and 12-month after switch-on to assess the improvement of sound source localization. The Mandarin Speech Perception (MSP) was used in the sound field to test the speech reception threshold (SRT) of SSD patients under different signal-to-noise locations in a steady-state noise under conditions of CI off and CI on, to reflect the head shadow effect(S SSDN NH), binaural summation effect(S 0N 0) and squelch effect(S 0N SSD). The Tinnitus Handicap Inventory (THI) and the Visual Analogue Scale (VAS) were used to assess changes in tinnitus severity and tinnitus loudness in SSD patients at each time point. The Speech, Spatial and Qualities of Hearing Scale(SSQ) and the Nijmegen Cochlear Implantation Scale (NCIQ) were used to assess the subjective benefits of spatial speech perception and quality of life in SSD patients after cochlear implantation. SPSS 19.0 software was used for statistical analysis. Results:SSD patients showed a significant improvement in the poorer ear in hearing thresholds with CI-on compared with CI-off; The ability to localize the sound source was significantly improved, with statistically significant differences in RMSE at each follow-up time compared with the preoperative period ( P<0.05). In the S SSDN NH condition, which reflects the head shadow effect, the SRT in binaural hearing was significantly improved by 6.5 dB compared with unaided condition, and the difference was statistically significant ( t=6.25, P=0.001). However, there was no significant improvement in SRT between the binaural hearing condition and unaided conditions in the S 0N 0 and S 0N SSD conditions ( P>0.05). The total score of THI and three dimensions were significant decreased ( P<0.05). Tinnitus VAS scores were significantly lower in binaural hearing compared to the unaided condition ( P<0.001). The total score of SSQ, and the scores of speech and spatial dimensions were significant improved in binaural hearing compared to the unaided condition ( P<0.001). There was no statistical difference in NCIQ questionnaire scores between preoperative and postoperative ( P>0.05), and only the self-efficacy subscore showed a significant increase( Z=-2.497, P=0.013). Conclusion:CI could help Mandarin-speaking SSD patients restore binaural hearing to some extent, improve sound localization and speech recognition in noise. In addition, CI in SSD patients could suppress tinnitus, reduce the loudness of tinnitus, and improve subjective perceptions of spatial hearing and quality of life.

Objective:To preliminarily investigate the applicability of a poliovirus pseudovirus-based neutralization assay in evaluating the immunogenicity of recombinant poliovirus vaccines and their in vivo potency in rats. Methods:Serum samples from rats immunized with recombinant poliovirus vaccines were tested using both the pseudovirus neutralization assay and the live-virus neutralization assay with Sabin strain. The consistency and correlation of the two methods were analyzed using the Kappa test and Spearman′s rank correlation.Results:For the neutralizing antibodies against typeⅠ, Ⅱ, and Ⅲ polioviruses, the Kappa values for consistency analysis of the two methods were 0.914, 1.000, and 0.751, respectively ( P<0.001), and the correlation coefficients ( R values) were 0.833, 0.927, and 0.859, respectively ( P<0.001). Conclusions:The test results of the two methods are consistent and show a good correlation, indicating that the pseudovirus neutralization assay can be applied to evaluating the immunogenicity of poliovirus vaccines and also can be used in rat potency tests.

Objective:To investigate the clinical significance and possible mechanisms of elevated homocysteine(Hcy) levels in peripheral blood of children with sepsis.Methods:The clinical data of 51 children with sepsis (sepsis group) admitted to PICU at Xuzhou Children′s Hospital from January 2019 to December 2019 were analyzed, and the levels of Hcy in plasma were compared with 50 non-septic children (common infection group) and 50 healthy children (healthy control group) during the same period.The possible mechanism of metabolic disorders about Hcy was analyzed by detecting the levels of the key rate-limiting enzymes cystathionine-β-synthase(CBS) and cystathionine-γ-lyase(CSE), which were in the downstream of metabolism in septic mouse model induced by lipopolysaccharide.Results:The level of Hcy in plasma was (12.62±5.46)μmol/L in sepsis group, which was significantly higher than those in common infection group[(9.42±2.28) μmol/L] and healthy control group[(8.14±1.60) μmol/L]( P<0.05). The level of Hcy in plasma of 12 children with acute kidney injury in sepsis group was significantly higher than that of 39 children without acute kidney injury in sepsis group[(16.48±5.87)μmol/L vs.(11.62±4.74) μmol/L, P<0.05]. The level of Hcy in plasma of six children with acute liver failure in sepsis group was significant higher than that of 45 children without acute liver failure in sepsis group[(18.35±7.10) μmol/L vs.(11.84±4.78) μmol/L, P<0.05]. The level of Hcy in serum significantly increased in septic mouse models ( P<0.01). The transcription and protein expression levels of key rate-limiting Hcy transcription enzymes CBS and CSE in liver and kidney tissues of septic mouse were significantly down-regulated ( P<0.05). Conclusion:The level of Hcy in peripheral blood of children with sepsis increases, which is more obviously in children with acute kidney injury or acute liver injury.When patients developed sepsis, the expression of CBS and CSE will be restrained, leading to disorders related to transsulfuration metabolism and elevated level of Hcy in peripheral blood.

Studies have shown that m6A modifying enzymes regulated the expression of related factors by m6A methylation modification,and then participated in the regulation of adipogenesis,adipocyte hypertrophy,adipose tissue browning and thermogenesis.This article reviews the research progress of m6A methylation modification on the regulation of adipose tissue metabolism.

Objective:To investigate the risk factors according to the clinical data of the adult patients with acute moderate to high risk pulmonary thromboembolism (PTE).Methods:The clinical data of 100 adult patients with acute moderate-risk PTE in Hunan Provincial People′s Hospital from June 2019 to March 2022 were analyzed retrospectively. According to the risk stratification, they were divided into moderate to low risk group (34 cases) and moderate to high risk group (66 cases). The laboratory data and clinical data of all adult patients were collected, and the independent risk factors of acute moderate to high risk PTE in adults were analyzed by binary logistic regression; Receiver operating characteristic (ROC) curve was used to analyze the predictive ability of independent risk factors for acute moderate to high risk PTE.Results:There were 34 patients with moderate to low risk PTE, 20 males and 14 females, aged 16-86 (60.2±15.5)years, 66 patients with moderate to high risk PTE, 36 males and 30 females, aged 34-82(63.6±9.6)years. There was no significant difference in age, gender and risk factors between the two groups (all P>0.05). The tumor history of concomitant diseases in moderate to high risk group was significantly higher than that in moderate to low risk group, and the symptoms of dyspnea and shortness of breath in moderate to high risk group were significantly higher than those in moderate to low risk group (all P>0.05). The levels of troponin I, shock index (SI) and N-terminal B-type brain natriuretic peptide precursor (NT-proBNP) in moderate to high risk group were significantly higher than those in moderate to low risk group, while the levels of PaO 2 and oxygenation index in moderate to high risk group were significantly lower than those in moderate to low risk group, with statistical significant difference (all P<0.05). Echocardiographic results showed that there were significant differences in right ventricular inner diameter (RV), left ventricular inner diameter (LV), RV/LV, tricuspid regurgitation velocity and pulmonary systolic pressure between moderate to high risk PTE patients and moderate to low risk PTE patients (all P>0.05). CTPA results showed that RV, RV/LV, main pulmonary artery diameter and thrombus load in moderate to high risk PTE patients were significantly higher than those in moderate to low risk PTE patients (all P<0.05). Multivariate binary logistic regression analysis showed that SI, NT-proBNP and RV were independent predictors of moderate to high risk PTE (all P<0.05). The combined detection of SI, NT-proBNP and RV had a good predictive value for moderate to high risk PTE. The area under ROC curve (AUC) was 0.984, the sensitivity and specificity were 90.32% and 97.73%, respectively. The negative predictive value was 87.8%, and the positive predictive value was 98.2%. Conclusions:SI, NT-proBNP, RV of echocardiography and RV of CTPA are the predictors of acute moderate to high risk PTE in adults, which provided a strong supplement for the risk stratification of acute moderate risk PTE in adults.

Background Noise is the most common occupational hazard in the automobile manufacturing industry with the most workers exposed. Automobile manufacturing industry is a high-risk industry for noise-induced hearing loss. Objective To understand the epidemiological characteristics of noise-induced hearing loss among workers in automobile manufacturing industry and explore related influencing factors. Methods A questionnaire survey, individual noise recording, and pure tone audiometry were conducted among workers (n=656) exposed to noise from five automobile manufacturing enterprises. The data on age, sex, exposure duration, noise intensity, kurtosis, and hearing loss were obtained. The positive rates of high-frequency noise-induced hearing loss (HFNIHL) and speech-frequency noise-induced hearing loss (SFNIHL) were calculated, and each factor was compared between workers with and without HFNIHL. Chi-square test and analysis of trend were conducted among different groups of age, sex, exposure duration, A-weighted equivalent continuous sound pressure level normalized to a nominal 8-hour working day (L_Aeq,8h), and kurtosis. Logistic regression analysis was conducted to analyze the factors influencing the positive rates of HFNIHL and SFNIHL. Results The exposure rates of non-Gaussian noise was 73.6%. The positive rates of HFNIHL and SFNIHL were 32.6% (214 workers) and 6.7% (44 workers), respectively. The HFNIHL workers showed older age, higher proportion of male, longer exposure duration, higher noise intensity (L_{Aeq,8 h}), and increased kurtosis than those without HFNIHL (P<0.05). The positive rates of HFNIHL increased with the increase of age, exposure duration, L_{Aeq,8 h}, and kurtosis (\begin{document}$ {\chi ^2} $\end{document}_trend-age=49.25, P<0.001; \begin{document}$ {\chi ^2} $\end{document}_{trend-duration}=22.19, P<0.001; \begin{document}$ {\chi ^2} $\end{document}_trend-LAeq=6.91, P=0.009; \begin{document}$ {\chi ^2} $\end{document}_{trend-kurtosis}=8.56, P=0.003). The results of logistic regression showed that age (OR=2.13, 95%CI: 1.67-2.71, P<0.001), sex (OR=2.29, 95%CI: 1.44-3.62, P<0.001), exposure duration (OR=1.43, 95%CI: 1.11-1.85, P=0.006), L_Aeq,8h (OR=1.37, 95%CI: 1.08~1.76, P=0.011), and kurtosis (OR=1.37, 95%CI: 1.14-1.63, P=0.001) were factors associated with the risk of HFNIHL, while only age was associated with the risk of SFNIHL (OR=2.15, 95%CI: 1.33-3.33, P=0.001). Conclusion Workers exposed to noise in automobile manufacturing industry are at a high risk of hearing loss. Age, sex, exposure duration, L_{Aeq,8 h}, and kurtosis are key influencing factors of hearing loss.

The existing measuring methods of noise exposure on the basis of equal energy hypothesis are applicable to Gaussian noise while not fully applicable to non-Gaussian noise. Studies have shown that temporal structure (kurtosis) combined with noise energy has the potential to quantify non-Gaussian noise exposure effectively. However, there is no unified measuring method adopting this joint metric. In this paper, the measuring method of non-Gaussian noise exposure based on kurtosis adjustment was introduced, detailing measurement indicators, adjustment schemes, applicable objects, instrument requirements, and measurement steps. Adjusting the exposure duration of cumulative noise exposure (CNE) by kurtosis or adjusting the equivalent continuous A-weighted sound pressure level (L_Aeq) by an adjustment coefficient based on animal or population studies can more accurately quantify workers' exposure to non-Gaussian noise and improve the underestimation of hearing loss caused by non-Gaussian noise. A large number of population studies are warranted in the future to verify the effectiveness of these two adjustment schemes.

Background Occupational noise-induced hearing loss (NIHL) is one of the most prevalent occupational diseases in the world. With the development of industry, noise sources in the workplace have become increasingly complex. Objective To apply kurtosis-adjusted cumulative noise exposure (CNE) to assess the occupational hearing loss among furniture manufacturing workers, and to provide a basis for revising noise measurement methods and occupational exposure limits in China. Methods A cross-sectional survey was conducted to select 694 manufacturing workers, including 542 furniture manufacturing workers exposed to non-Gaussian noise, and 152 textile manufacturing workers and paper manufacturing workers exposed to Gaussian noise. The job titles involving non-Gaussian noise were gunning and nailing, and woodworking, while those involving Gaussian noise were weaving, spinning, and pulping. High frequency noise-induced hearing loss (HFNIHL) and noise exposure data were collected for each study subject. Noise energy metrics included eight-hour equivalent continuous A-weighted sound pressure level (L_{Aeq,8 h}) and CNE. Kurtosis was a noise temporal structure metric. Kurtosis-adjusted CNE was a combined indicator of noise energy and temporal structure. Results The age of the study subjects was (35.64±10.35) years, the exposure duration was (6.71±6.44) years, and the proportion of males was 75.50%. The L_{Aeq,8 h} was (89.43±6.01) dB(A). About 81.42% of the study subjects were exposed to noise levels above 85 dB(A), the CNE was (95.85±7.32) dB(A)·year, with a kurtosis of 99.34 ± 139.19, and the prevalence rate of HFNIHL was 35.59%. The mean kurtosis of the non-Gaussian noise group was higher than that of the Gaussian noise group (125.33±147.17 vs. 5.86±1.94, t=−21.04, P<0.05). The results of binary logistic regression analysis showed that kurtosis was an influential factor of workers' HFNIHL after correcting for age, exposure duration, and L_{Aeq,8 h} (OR=1.49, P<0.05). The results of multiple linear regression analysis showed that the effects of age, exposure duration, L_{Aeq,8 h}, and kurtosis on noise-induced permanent threshold shift at frequencies of 3, 4, and 6 kHz of the poor hearing ear were statistically significant (all P<0.05). The results of chi-square trend analysis showed that when CNE ≥ 90 dB(A)·year, the HFNIHL prevalence rate elevated with increasing kurtosis (P<0.05). The mean HFNIHL prevalence rate was higher in the non-Gaussian noise group than in the Gaussian noise group (31.7% vs. 22.0%, P<0.05). After applying kurtosis-adjusted CNE, the linear equation between CNE and HFNIHL prevalence rate for the non-Gaussian noise group almost overlapped with that for the Gaussian noise group, and the mean difference in HFNIHL prevalence rate between the two groups decreased from 9.7% to 1.4% (P<0.05). Conclusion Noise kurtosis is an effective metric for NIHL evaluation. Kurtosis-adjusted CNE can effectively evaluate occupational hearing loss due to non-Gaussian noise exposure in furniture manufacturing workers, and is expected to be a new indicator of non-Gaussian noise measurement and assessment.