1.Application of Pentacam TNP in calculating the intraocular lens power after corneal refractive surgery
Xinyi ZANG ; Shilan MAO ; Jin XIE ; Xiaomin LIU ; Dewei LI ; Jing YUAN ; Yunhai DAI
International Eye Science 2024;24(4):646-650
AIM: To assess the accuracy of predicting intraocular lens(IOL)power after myopic refractive surgery using the Pentacam system's true net power(TNP)in the 3 mm zone combined with the SRK/T formula [i.e. TNP 3 mm(SRK/T)].METHODS: Retrospective study. This study enrolled 35 cases(50 eyes)of patients undergoing cataract surgery after laser assisted in situ keratomileusis(LASIK)or photorefractive keratectomy(PRK)from July 2019 to December 2021. Preoperatively, IOL power of 50 eyes, 34 eyes and 41 eyes was calculated by TNP 3 mm(SRK/T), Barrett True-K and Olsen 2 formulas, respectively, with at least 2 formulas used to calculate IOL power for each patient. The actual diopter was recorded 3 mo postoperatively. Prediction errors(PE)of IOL power were compared among the three calculation methods, and the proportion of eyes with PE within ±0.5 D and ±1.0 D was analyzed.RESULTS: The PE at 3 mo postoperatively for TNP 3 mm(SRK/T), Barrett True-K, and Olsen 2 was -0.02±0.63, -0.54±0.80, and 0.25±0.80 D, respectively(P<0.001). The proportions of PE within ±0.5 D were 66%(33/50), 44%(15/34)and 37%(15/41), respectively(P<0.05); the proportions of PE within ±1.0 D were 88%(44/50), 71%(24/34)and 80%(33/41), respectively(P>0.05).CONCLUSION: The Pentacam TNP 3 mm(SRK/T)method is simple to operate and provides accurate calculation of IOL power after corneal refractive surgery.
2.Construction of nursing quality standard in bone oncology department
Weiling ZHANG ; Xiaomin HUANG ; Qian WANG ; Sushuang CHEN ; Xiaolin CAI ; Tianwen HUANG ; Yuan GAO
Chinese Journal of Practical Nursing 2024;40(9):701-709
Objective:To establish the standard of nursing quality in bone oncology department, and provide the basis for scientific evaluation of nursing quality in bone oncology department.Methods:On the theoretical basis of Donabedian′s three-dimensional quality model of "structure-process-outcome", and through literature review and semi-structured interview method, the "evaluation index of nursing quality in bone oncology department" was preliminatively formulated from November 2022 to June 2023. The Delphi method was used to select 31 experts from 31 third-level A hospitals and nursing colleges in 27 provinces or municipalities across the country for two rounds of correspondence consultation. The criteria were screened and modified to determine the evaluation criteria of nursing quality in bone tumor specialty.Results:The questionnaire recovery rate of 2 rounds of expert consultation was 100.00%, the authority coefficient of 2 rounds of expert consultation was 0.93, and the coefficient of variation of 1, 2 and 3-grade standards were all less than or equal to 0.25. The Kendall′s coefficient of concordance of the primary standards of the two rounds of expert consultation were both 0.088, in the secondary standards were 0.103 and 0.140, in the tertiary standards were 0.119 and 0.110. Through 2 rounds of expert letter consultation, the evaluation criteria for the quality of care in bone tumor specialties were divided into three levels, including 3 primary standards (structural quality criteria, process quality criteria and outcome quality criteria), 21 secondary standards and 80 tertiary standards.Conclusions:The construction process of nursing quality standard in bone oncology department is scientific and reliable, reflecting specialty characteristics, and can provide scientific basis for the evaluation of nursing quality in bone oncology department and standardize nursing behavior.
3.Impact of therapeutic plasma exchange intervention timing and liver injury periodization on the prognosis of pa-tients with exertional heat stroke
Zongzhong HE ; Min WANG ; Yuan ZHUANG ; Jie LIN ; Leiying ZHANG ; Liyang ZOU ; Lingling LI ; Chunya MA ; Xiaomin LIU ; Xiang QUAN ; Ying JIANG ; Mou ZHOU ; Hongjun KANG ; Yang YU
Chinese Journal of Blood Transfusion 2024;37(7):728-733
Objective To explore the prognostic impact and clinical application value of therapeutic plasma exchange(TPE)intervention timing and liver injury periodization in patients with exertional heat stroke(EHS).Methods Data of 127 EHS patients from the First Medical Center of the General Hospital of the People′s Liberation Army from January 2011 to December 2023 were collected,then divided into the death group and the survival group based on therapeutic outcomes and into 5 stages according to the dynamic changes of ALT,AST,TBIL and DBIL.According to propensity score matching analysis,11 patients in the survival group and 12 patients in the death group were included in the statistical analysis,and 20 of them were treated with TPE.The changes in indicators and clinical outcomes before and after TPE were observed,in order to evaluate the impact of intervention timing on prognosis.Results Among the 23 patients,14 had no liver injury or could progress to the repair phase,resulting in 3 deaths(with the mortality rate of 21.43%),while 9 patients failed to pro-gress to the repair phase,resulting in 9 deaths(with the mortality rate of 100%),with significant differences(P<0.05).The mortality rate of the first TPE intervention before the third stage of liver injury was 23.08%(3/13),while that of interven-tion after reaching or exceeding the third stage was 85.71%(6/7),and the difference was statistically significant(P<0.05).Conclusion TPE should be executed actively in EHS patients combined with liver injury before the third phase to lock its pathological and physiological processes,thereby improving prognosis and reducing mortality.
4.Study on the mechanism of Yifei xuanfei jiangzhuo formula against vascular dementia
Guifeng ZHUO ; Wei CHEN ; Jinzhi ZHANG ; Deqing HUANG ; Bingmao YUAN ; Shanshan PU ; Xiaomin ZHU ; Naibin LIAO ; Mingyang SU ; Xiangyi CHEN ; Yulan FU ; Lin WU
China Pharmacy 2024;35(18):2207-2212
OBJECTIVE To investigate the mechanism of Yifei xuanfei jiangzhuo formula (YFXF) against vascular dementia (VD). METHODS The differentially expressed genes of YFXF (YDEGs) were obtained by network pharmacology. High-risk genes were screened from YDEGs by using the nomogram model. The optimal machine learning models in generalized linear, support vector machine, extreme gradient boosting and random forest models were screened based on high-risk genes. VD model rats were established by bilateral common carotid artery occlusion, and were randomly divided into model group and YFXF group (12.18 g/kg, by the total amount of crude drugs), and sham operation group was established additionally, with 6 rats in each group. The effects of YFXF on behavior (using escape latency and times of crossing platform as indexes), histopathologic changes of cerebral cortex, and the expression of proteins related to the secreted phosphoprotein 1 (SPP1)/phosphoinositide 3-kinase (PI3K)/protein kinase B (aka Akt) signaling pathway and the mRNA expression of SPP1 in cerebral cortex of VD rats were evaluated. RESULTS A total of 6 YDEGs were obtained, among which SPP1, CCL2, HMOX1 and HSPB1 may be high-risk genes of VD. The generalized linear model based on high-risk genes had the highest prediction accuracy (area under the curve of 0.954). Compared with the model group, YFXF could significantly shorten the escape latency of VD rats, significantly increase the times of crossing platform (P<0.05); improve the pathological damage of cerebral cortex, such as neuronal shrinkage and neuronal necrosis; significantly reduce the expressions of SPP1 protein and mRNA (P<0.05), while significantly increase the phosphorylation levels of PI3K and Akt (P<0.05). CONCLUSIONS VD high-risk genes SPP1, CCL2, HMOX1 and HSPB1 may be the important targets of YFXF. YFXF may play an anti-VD role by down-regulating the protein and mRNA expressions of SPP1 and activating PI3K/Akt signaling pathway.
5.Antioxidant activity of water extract from bamboo stems and its protective effect on t-BHP induced oxidative damage in Caco-2 cells
Xin YUAN ; Yunlong HUANG ; Xiaomin XIE ; Zihan ZHONG ; Jiarui CHEN ; Cuiyu BAO ; Xu YANG ; Ping MA
Journal of Public Health and Preventive Medicine 2024;35(6):50-54
Objective To investigate the antioxidant activity of bamboo stem extracts and the therapeutic effect of bamboo stem water extract on oxidative inflammation induced by tert butyl hydroperoxide (t-BHP) in human colon adenocarcinoma cells (Caco-2). Methods In this study, ABTS, DPPH, and FRAP assays were used to determine the extracellular antioxidant activity of petroleum ether extract, ethyl acetate extract, n-butanol extract, 95% ethanol extract, and distilled water extract from bamboo stems. The human intestinal Caco-2 cell line was used as the model cell, and t-BHP was selected as the oxidative stress modeling agent. The CCK-8 assay was used to detect cell viability and the optimal oxidative damage concentration of t-BHP. The content of MDA, 8-OHdG, TNF-α and IL-1β were detected to assess antioxidant stress effect. Results The five extracts of bamboo all had certain antioxidant activity, among which the water extract of bamboo stem had the best comprehensive antioxidant activity with high cell viability in Caco-2 cells. The optimal modeling concentration of t-BHP was 200 μMol/L. The water extract of bamboo stem significantly reduced the content of oxidative stress related biomarkers and inflammatory factors in Caco-2 cells induced by t-BHP. Conclusion The stem extracts of bamboo in Xianning City have strong in vitro antioxidant activity. Among them, the water extract of bamboo stem has a protective effect on t-BHP induced oxidative damage in Caco-2 cells, suggesting that the water extract possesses a potential to be developed as new antioxidant products for clinical prevention and treatment of oxidative damage related diseases.
6.A joint cognitive representation learning method based on multi-modal variational autoencoders
Qiuyue SONG ; Yuan CHEN ; Shuyu JIA ; Xiaomin YING ; Zhen HE
Military Medical Sciences 2024;48(7):516-523
Objective To develop multimodal joint cognitive representations for the research of visual cognitive activities of the brain,enhance the classification performance of visual information cognitive representations,predict brain electro-encephalogram(EEG)responses from visual image features,and decode visual images from EEG signals.Methods A architecture combining a multimodal variational autoencoder network with the Mixture of Product Experts(MoPoE)approach and with a style generation adversarial network based on adaptive discriminator augmentation(Style-GAN2-ADA)was used for facilitating the learning of cognitive representations and the encoding and decoding of EEG signals.This framework not only catered to classification tasks but also enabled cross-modal generation of images and EEG data.Results The present study integrated features from different modalities,enhancing the classification accuracy of cognitive representations of visual information.By aligning the feature spaces of diverse modalities into a cohesive latent space,cross-modal generation tasks were made possible.The cross-modal generation results of EEG and images,derived from this unified latent space,outperformed the one-way mapping methods that involved transition from one modality to another employed in previous research.Conclusion This study effectively integrates and aligns information from various modalities,enabling the classification performance of joint cognitive representations beyond any single modality.Moreover,the study demonstrates superior outcomes in cross-modal generation tasks compared to modality-specific unidirectional mappings,which is expected to offer a new line of thought for the effective unified encoding and decoding modeling of visual cognitive information in the brain.
7.Multilayer brain functional network in patients with chronic subjective tinnitus
Yuan FENG ; Xiaomin XU ; Biao LI ; Xindao YIN ; Yuchen CHEN
Journal of Practical Radiology 2024;40(12):1937-1940
Objective To evaluate and analyze the resting-state MRI data of patients with chronic subjective tinnitus via the multilayer brain functional network and to find the relevant node parameters with certain dynamic characteristics.Methods A total of 28 chronic subjective tinnitus patients(tinnitus group)and 39 sex,age,and education-matched healthy volunteers(control group)were included.After completing relevant otologic and neuropsychiatric tests for all subjects,3.0T MRI data were collected.Data preprocessing,dynamic functional connection analysis,multilayer modularization and network switching rate were performed.Correlation analysis between MRI data results and clinical data were further conducted.Results There was no significant difference in terms of Q between tinnitus group and control group(P>0.05).Compared with the control group,the network switching rate of bilateral anterior cingulate gyrus(P<0.001)and right hippocampus(P<0.01)was significantly decreased in the tinnitus group.Additionally,the network switching rate of right hippocampus was negatively correlated with the duration of tinnitus(r=-0.503,P=0.006).Conclusion Based on using multilayer brain functional network method,the signal regulations in anterior cingulate gyrus and hippocampus in chronic subjective tinnitus patients is changed,while the alteration of hippocampus may be related to the duration of disease.
8.Construction and Evaluation of A Nomogram Prediction Model for Cognitive Impairment Based on Blood eGFR Levels and Neutrophil/Lymphocyte Ratio in Patients with Cerebral Small Vessel Disease
Xiaomin GUO ; Xiangyu LEI ; Zongwei LIU ; Weishuai YUAN ; Aiqin WEI ; Na ZHU
Journal of Modern Laboratory Medicine 2024;39(5):85-91
Objective To identify the independent risk factors of cognitive impairment(CI)in patients with cerebral small vessel disease(CSVD)and construct a clinical prediction model.Methods Patients with CSVD who were hospitalized in the First Affiliated Hospital of Xi'an Jiaotong University from January 1,2017 to December 31,2022 were retrospectively enrolled,and were divided into a group with cognitive impairment(CSVD-CI group,n=83)and a group without cognitive impairment(CSVD-NCI group,n=164)according to the mini-mental state examination(MMSE).The influence factors of cognitive impairment were screened by logistic regression.The clinical prediction model of the nomogram was further developed based on the screened factors,and the efficacy of the model was tested.Results Compared with patients in the CSVD-NCI group,patients in the CSVD-CI group had higher neutrophil/lymphocyte ratio(NLR)(3.03±2.56 vs 2.33±1.34)and(1.58±0.27 vs 1.49±0.28),and a lower estimated glomerular filtration rate[eGFR:88.59±16.59 ml/(min·1.73m2)vs 94.02±12.45 ml/(min·1.73m2)],with significant differences(t=2.282,2.426,2.689,all P<0.05).Compared with patients in the CSVD-NCI group,patients in the CSVD-CI group had lower proportion of males(43.4%vs 67.7%)and level of education(2.13±1.50 vs 2.86),and the differences were significant(x2=13.516,t=4.283,all P<0.05).NLR(OR:1.20,95%CI:1.01~1.43),sex(OR:0.43,95%CI:0.24~0.79),eGFR(OR:0.97,95%CI:0.95~0.99)and education degree(OR:0.72,95%CI:0.57~0.91)were the impact factors for cognitive impairment in CSVD patients.The nomogram prediction model based on these four factors had good efficacy in predicting cognitive impairment(AUC=0.704,95%CI:0.633~0.766).Conclusion The nomogram constructed in this study has moderate accuracy and clinical utility in predicting the occurrence of cognitive impairment in CSVD patients.
9.Virtual reality rehabilitation experience of cardiovascular disease patients: a Meta-synthesis of qualitative research
Xiaomin YUAN ; Peixiang WU ; Lanbo CHEN ; Xiaoying FENG ; Xueqi SUN
Chinese Journal of Modern Nursing 2024;30(25):3445-3451
Objective:To systematically evaluate the qualitative research of virtual reality rehabilitation experience of cardiovascular disease patients, and provide reference for clinical application and improvement of virtual reality rehabilitation.Methods:Qualitative research on virtual reality rehabilitation experience of cardiovascular disease patients was electronically retrieved in the Cochrane Library, PubMed, Embase, Web of Science, CINAHL, Medline, China National Knowledge Infrastructure, WanFang Data, VIP, and China Biomedical Database. The search period was from database establishment to October 2023. The literature was evaluated according to the quality evaluation criteria for qualitative research of the Joanna Briggs Institute Evidence-Based Health Care Center. The aggregation integration method was used to integrate research results.Results:Six articles were included and 25 research results were extracted. Similar results were summarized and integrated into 10 new categories, and synthesized into three integrated results, including perceived benefits of virtual reality rehabilitation for cardiovascular disease patients, perceived barriers to virtual reality rehabilitation for cardiovascular disease patients, and the needs and expectations of cardiovascular disease patients for virtual reality rehabilitation.Conclusions:Virtual reality rehabilitation is a supplement and continuation of traditional cardiac rehabilitation, and its effectiveness has been recognized by most cardiovascular disease patients. Future research should enrich the content and participation forms of virtual reality rehabilitation based on patients' personalized needs, strengthen team building, provide social support, and enhance the accessibility and experience of using virtual reality rehabilitation systems for cardiovascular disease patients.
10.Alterations of multilayer brain network and dynamic causal model in patients with bilateral sudden sensorineural hearing loss
Xiaomin XU ; Yuchen CHEN ; Biao LI ; Yuan FENG ; Jinjing XU ; Xindao YIN
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(11):961-966
Objective:To investigate the alterations of multilayer network and dynamic causal connectivity in patients with bilateral sudden sensorineural hearing loss.Methods:The hearing ability, neural-scale data and resting-state functional magnetic resonance imaging(fMRI)data of 60 patients with bilateral sudden sensorineural hearing loss from the Department of Otolaryngology and 60 healthy controls from Physical Examination Center, Nanjing First Hospital were collected from January 2022 to January 2024. Multilayer brain network analysis was computed to identify the nodes with abnormal switching rate. Then these abnormal nodes were used as regions of interest (ROIs) in the subsequent dynamic causal model analysis. The SPSS 26.0 software was used to analyze causal connectivity between two groups based on independent-sample Mann-Whitney U test. And Pearson correlation coefficients between fMRI results and clinical parameters were calculated. Results:Pure tone audiometry test showed that the left and right hearing thresholds of bilateral sudden sensorineural hearing loss were significantly higher than those of healthy controls( Z=-9.460, -9.462, both P<0.01). The score of depressive emotion in patients with bilateral sudden hearing loss was 6.00(2.00, 9.00).Multilayer brain network analysis showed that the switching rates in the left superior frontal gyrus (0.073(0.049, 0.102), Z=3.603, P<0.001), left anterior cingulate gyrus (0.077(0.044, 0.105), Z=3.189, P=0.001), right hippocampus (0.080(0.045, 0.116), Z=3.616, P<0.001), left para-hippocampal gyrus (0.080(0.043, 0.108), Z=3.577, P<0.001), left superior parietal gyrus (0.079(0.047, 0.103), Z=3.160, P=0.002), and right inferior parietal gyrus (0.078(0.043, 0.105), Z=3.396, P<0.001) in patients with bilateral sudden sensorineural hearing loss were lower that those in healthy controls. These six brain areas were used as ROIs to compute dynamic causal model analysis, and the results showed that the connection strength from left superior frontal gyrus to the left para-hippocampal gyrus in patients with bilateral sudden sensorineural hearing loss was significantly higher than that in healthy controls ( Z=-2.593, P<0.05). Additionally, enhanced connectivity from left superior frontal gyrus to the left para-hippocampal gyrus was positively correlated with duration of hearing loss ( r=0.376, P=0.003). Conclusions:Bilateral sudden sensorineural hearing loss patients have decreased switching rates in many brain areas, and the causal connectivity from left superior frontal gyrus to the left para-hippocampal gyrus is enhanced.


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