1.Impact of early detection and management of emotional distress on length of stay in non-psychiatric inpatients: A retrospective hospital-based cohort study.
Wanjun GUO ; Huiyao WANG ; Wei DENG ; Zaiquan DONG ; Yang LIU ; Shanxia LUO ; Jianying YU ; Xia HUANG ; Yuezhu CHEN ; Jialu YE ; Jinping SONG ; Yan JIANG ; Dajiang LI ; Wen WANG ; Xin SUN ; Weihong KUANG ; Changjian QIU ; Nansheng CHENG ; Weimin LI ; Wei ZHANG ; Yansong LIU ; Zhen TANG ; Xiangdong DU ; Andrew J GREENSHAW ; Lan ZHANG ; Tao LI
Chinese Medical Journal 2025;138(22):2974-2983
BACKGROUND:
While emotional distress, encompassing anxiety and depression, has been associated with negative clinical outcomes, its impact across various clinical departments and general hospitals has been less explored. Previous studies with limited sample sizes have examined the effectiveness of specific treatments (e.g., antidepressants) rather than a systemic management strategy for outcome improvement in non-psychiatric inpatients. To enhance the understanding of the importance of addressing mental health care needs among non-psychiatric patients in general hospitals, this study retrospectively investigated the impacts of emotional distress and the effects of early detection and management of depression and anxiety on hospital length of stay (LOS) and rate of long LOS (LLOS, i.e., LOS >30 days) in a large sample of non-psychiatric inpatients.
METHODS:
This retrospective cohort study included 487,871 inpatients from 20 non-psychiatric departments of a general hospital. They were divided, according to whether they underwent a novel strategy to manage emotional distress which deployed the Huaxi Emotional Distress Index (HEI) for brief screening with grading psychological services (BS-GPS), into BS-GPS ( n = 178,883) and non-BS-GPS ( n = 308,988) cohorts. The LOS and rate of LLOS between the BS-GPS and non-BS-GPS cohorts and between subcohorts with and without clinically significant anxiety and/or depression (CSAD, i.e., HEI score ≥11 on admission to the hospital) in the BS-GPS cohort were compared using univariable analyses, multilevel analyses, and/or propensity score-matched analyses, respectively.
RESULTS:
The detection rate of CSAD in the BS-GPS cohort varied from 2.64% (95% confidence interval [CI]: 2.49%-2.81%) to 20.50% (95% CI: 19.43%-21.62%) across the 20 departments, with a average rate of 5.36%. Significant differences were observed in both the LOS and LLOS rates between the subcohorts with CSAD (12.7 days, 535/9590) and without CSAD (9.5 days, 3800/169,293) and between the BS-GPS (9.6 days, 4335/178,883) and non-BS-GPS (10.8 days, 11,483/308,988) cohorts. These differences remained significant after controlling for confounders using propensity score-matched comparisons. A multilevel analysis indicated that BS-GPS was negatively associated with both LOS and LLOS after controlling for sociodemographics and the departments of patient discharge and remained negatively associated with LLOS after controlling additionally for the year of patient discharge.
CONCLUSION
Emotional distress significantly prolonged the LOS and increased the LLOS of non-psychiatric inpatients across most departments and general hospitals. These impacts were moderated by the implementation of BS-GPS. Thus, BS-GPS has the potential as an effective, resource-saving strategy for enhancing mental health care and optimizing medical resources in general hospitals.
Humans
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Retrospective Studies
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Male
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Length of Stay/statistics & numerical data*
;
Female
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Middle Aged
;
Adult
;
Psychological Distress
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Inpatients/psychology*
;
Aged
;
Anxiety/diagnosis*
;
Depression/diagnosis*
2.The effect of remimazolam on modulating the ROS/RAGE/NF-κB signaling pathway in LPS-induced microglial inflammation
Xingwei WU ; Jianying WANG ; Chengxiao GUO ; Ziyi LIU ; Chao SUN ; Fei YU
The Journal of Practical Medicine 2025;41(2):153-161
Objective To investigate the anti-inflammatory protective effects of remimazolam on microglial cells and elucidates the potential molecular mechanisms underlying these effects. Methods The mouse microglial cell line (BV2) was selected as the research object. The following groups were set up:the control group (complete medium),the Rema group (200 μg/mL remimazolam),the model group (1 μg/mL lipopolysaccharide,LPS),and different-concentration administration groups (1 μg/mL LPS+50,100,200 μg/mL remimazolam). In the Rema group,cells were treated with 200 μg/mL remimazolam alone for 26 h. In the model group,cells were treated with LPS for 24 h. In the different-concentration administration groups,cells were pre-treated with different concentrations of remimazolam for 2 h,and then treated with LPS for 24 h. The effects of LPS and remimazolam on the morphology of BV2 cells were observed and evaluated using an optical microscope. Cell viability was determined using the CCK-8 assay,while the expression and secretion of inflammatory cytokines were quantified by quantitative real-time PCR and ELISA. Reactive oxygen species (ROS) levels were measured using a fluorescent probe. Additionally,malondial-dehyde (MDA) content,superoxide dismutase (SOD) activity,and glutathione peroxidase (GSH) activity were evaluated using respective assay kits. Western blot analysis was conducted to examine the protein expression levels of Bax,Bcl-2,IL-1β,RAGE,NF-κB,p-NF-κB,IκBα,p-IκBα,iNOS,and Arg-1. Immunofluorescence staining was employed to visualize NF-κB nuclear translocation and M1/M2 polarization in the cells. Results Compared to the control group,LPS-treated BV2 cells demonstrated significantly reduced cell viability,elevated expression and se-cretion of inflammatory cytokines (TNF-α,IL-6,IL-1β),decreased activities of SOD and GSH,and increased in-tracellular levels of MDA and ROS. Additionally,RAGE protein levels were upregulated,along with enhanced phos-phorylation of IκBα and NF-κB,leading to observable NF-κB nuclear translocation. The expression of the M1 marker iNOS was upregulated,while that of the M2 marker Arg-1 was downregulated. In contrast,in the LPS+Rema group,cell viability was restored,expression and secretion of inflammatory cytokines were attenuated,SOD and GSH activities were improved,and levels of MDA and ROS were reduced compared to the LPS group. Furthermore,RAGE protein expression and phosphorylation levels of IκBα and NF-κB were diminished,inhibiting NF-κB nuclear translocation. The expression of the M1 marker iNOS was downregulated,while that of the M2 marker Arg-1 was up-regulated. Conclusion Remimazolam mitigates LPS-induced inflammation by facilitating the transition of microglial cells from the M1 to the M2 phenotype via modulation of the NF-κB pathway and reduction of ROS production.
3.Application of optical surface monitoring system in intensity-modulated radiotherapy for thoracic tumors
Haixia YANG ; Menglu SUN ; Xiaosha ZHOU ; Yaxuan HAN ; Baolong REN ; Jianying LI ; Yi LI
The Journal of Practical Medicine 2025;41(9):1345-1351
Objective To evaluate the effect of optical body surface monitoring system(OSMS)in setup of intensity modulated radiotherapy(IMRT)for thoracic tumorsand to analyze its relationship with BMI.Methods Thesetup errors of CBCT and location CT with body membrane and the registration errors of OSMS and first body surface reference image without body membrane were obtained in 49 patients with thoracic tumor who received routine intensity modulated radiotherapy.The paired t-test was used to analyze the difference of registration errors between the two image guidance methods.Pearson′s correlation analysis was used to analyze the correlation between CBCT errors and OSMS errors,and Bland-Altman analysis was employed to evaluatethe agreement of the two errors.The correlation and consistency of the two registration errors in patients with different BMI index were analyzed.PTV external marginsby the two registration methods were calculated using Van Herk formula.Results The OSMS and CBCT groups demonstrated significant differences in setup errors in the ventrodorsal direction(P<0.05),while no significant differences were found in the left-right,head-foot translation directions,or RTN rota-tion directions(P>0.05).Although the two methods showed a significant correlation in setup errors(P<0.05),this correlation was only moderate in the head-foot and left-right directions(r=0.500,0.408),weak in the RTN rotation direction(r=0.339),and very weak in the ventrodorsal direction(r=0.152).The limits of agreement(LOA,95%CI)between the two methods were[-0.45,0.45]cm in the left-right direction,[-0.59,0.57]cm in the head-foot direction,and[-0.48,0.40]cm in the ventrodorsal direction,with(-2.08°~2.19°)in the RTN rotation direction.Different BMI levels influenced the results of the two registration methods,particularly in patients with a BMI of 18.5~23.9 kg/m2.In this group,OSMS and CBCT exhibited a strong correlation in the head-foot direction(r=0.731),a moderate correlation in the left-right direction(r=0.512),and weak correlations in the ventrodorsal and RTN rotation directions(r=0.345,0.267).The absolute difference in setup errors between the two imaging systems was 0.4~0.5 cm/2°.Using CBCT and OSMS image guidance,the margins in the left-right,head-foot,and ventrodorsal directions were[0.5 cm,0.7 cm,0.3 cm]for CBCT,and[0.5 cm,0.7 cm,0.5 cm]for OSMS.Conclusion In chest tumor patients with a BMI of 18.5~23.9 kg/m2,OSMS and CBCT image guidance methods show good correlation in the head-foot and left-right directions,but their limits of agreement exceed the clinically acceptable range.OSMS cannot yet replace CBCT for image guidance in chest tumor intensity-modulated radiotherapy.Further improvements to tumor motion surrogates are necessary to enhance the accuracy of OSMS image guidance.
4.Application of optical surface monitoring system in intensity-modulated radiotherapy for thoracic tumors
Haixia YANG ; Menglu SUN ; Xiaosha ZHOU ; Yaxuan HAN ; Baolong REN ; Jianying LI ; Yi LI
The Journal of Practical Medicine 2025;41(9):1345-1351
Objective To evaluate the effect of optical body surface monitoring system(OSMS)in setup of intensity modulated radiotherapy(IMRT)for thoracic tumorsand to analyze its relationship with BMI.Methods Thesetup errors of CBCT and location CT with body membrane and the registration errors of OSMS and first body surface reference image without body membrane were obtained in 49 patients with thoracic tumor who received routine intensity modulated radiotherapy.The paired t-test was used to analyze the difference of registration errors between the two image guidance methods.Pearson′s correlation analysis was used to analyze the correlation between CBCT errors and OSMS errors,and Bland-Altman analysis was employed to evaluatethe agreement of the two errors.The correlation and consistency of the two registration errors in patients with different BMI index were analyzed.PTV external marginsby the two registration methods were calculated using Van Herk formula.Results The OSMS and CBCT groups demonstrated significant differences in setup errors in the ventrodorsal direction(P<0.05),while no significant differences were found in the left-right,head-foot translation directions,or RTN rota-tion directions(P>0.05).Although the two methods showed a significant correlation in setup errors(P<0.05),this correlation was only moderate in the head-foot and left-right directions(r=0.500,0.408),weak in the RTN rotation direction(r=0.339),and very weak in the ventrodorsal direction(r=0.152).The limits of agreement(LOA,95%CI)between the two methods were[-0.45,0.45]cm in the left-right direction,[-0.59,0.57]cm in the head-foot direction,and[-0.48,0.40]cm in the ventrodorsal direction,with(-2.08°~2.19°)in the RTN rotation direction.Different BMI levels influenced the results of the two registration methods,particularly in patients with a BMI of 18.5~23.9 kg/m2.In this group,OSMS and CBCT exhibited a strong correlation in the head-foot direction(r=0.731),a moderate correlation in the left-right direction(r=0.512),and weak correlations in the ventrodorsal and RTN rotation directions(r=0.345,0.267).The absolute difference in setup errors between the two imaging systems was 0.4~0.5 cm/2°.Using CBCT and OSMS image guidance,the margins in the left-right,head-foot,and ventrodorsal directions were[0.5 cm,0.7 cm,0.3 cm]for CBCT,and[0.5 cm,0.7 cm,0.5 cm]for OSMS.Conclusion In chest tumor patients with a BMI of 18.5~23.9 kg/m2,OSMS and CBCT image guidance methods show good correlation in the head-foot and left-right directions,but their limits of agreement exceed the clinically acceptable range.OSMS cannot yet replace CBCT for image guidance in chest tumor intensity-modulated radiotherapy.Further improvements to tumor motion surrogates are necessary to enhance the accuracy of OSMS image guidance.
5.The effect of remimazolam on modulating the ROS/RAGE/NF-κB signaling pathway in LPS-induced microglial inflammation
Xingwei WU ; Jianying WANG ; Chengxiao GUO ; Ziyi LIU ; Chao SUN ; Fei YU
The Journal of Practical Medicine 2025;41(2):153-161
Objective To investigate the anti-inflammatory protective effects of remimazolam on microglial cells and elucidates the potential molecular mechanisms underlying these effects. Methods The mouse microglial cell line (BV2) was selected as the research object. The following groups were set up:the control group (complete medium),the Rema group (200 μg/mL remimazolam),the model group (1 μg/mL lipopolysaccharide,LPS),and different-concentration administration groups (1 μg/mL LPS+50,100,200 μg/mL remimazolam). In the Rema group,cells were treated with 200 μg/mL remimazolam alone for 26 h. In the model group,cells were treated with LPS for 24 h. In the different-concentration administration groups,cells were pre-treated with different concentrations of remimazolam for 2 h,and then treated with LPS for 24 h. The effects of LPS and remimazolam on the morphology of BV2 cells were observed and evaluated using an optical microscope. Cell viability was determined using the CCK-8 assay,while the expression and secretion of inflammatory cytokines were quantified by quantitative real-time PCR and ELISA. Reactive oxygen species (ROS) levels were measured using a fluorescent probe. Additionally,malondial-dehyde (MDA) content,superoxide dismutase (SOD) activity,and glutathione peroxidase (GSH) activity were evaluated using respective assay kits. Western blot analysis was conducted to examine the protein expression levels of Bax,Bcl-2,IL-1β,RAGE,NF-κB,p-NF-κB,IκBα,p-IκBα,iNOS,and Arg-1. Immunofluorescence staining was employed to visualize NF-κB nuclear translocation and M1/M2 polarization in the cells. Results Compared to the control group,LPS-treated BV2 cells demonstrated significantly reduced cell viability,elevated expression and se-cretion of inflammatory cytokines (TNF-α,IL-6,IL-1β),decreased activities of SOD and GSH,and increased in-tracellular levels of MDA and ROS. Additionally,RAGE protein levels were upregulated,along with enhanced phos-phorylation of IκBα and NF-κB,leading to observable NF-κB nuclear translocation. The expression of the M1 marker iNOS was upregulated,while that of the M2 marker Arg-1 was downregulated. In contrast,in the LPS+Rema group,cell viability was restored,expression and secretion of inflammatory cytokines were attenuated,SOD and GSH activities were improved,and levels of MDA and ROS were reduced compared to the LPS group. Furthermore,RAGE protein expression and phosphorylation levels of IκBα and NF-κB were diminished,inhibiting NF-κB nuclear translocation. The expression of the M1 marker iNOS was downregulated,while that of the M2 marker Arg-1 was up-regulated. Conclusion Remimazolam mitigates LPS-induced inflammation by facilitating the transition of microglial cells from the M1 to the M2 phenotype via modulation of the NF-κB pathway and reduction of ROS production.
6.System analysis of the ecological distribution of bacteriophages in hospital wastewater
Jianying LU ; Hongwei PAN ; Enhua SUN ; Wei LI ; Hongxing WANG ; Xiulan ZHAO ; Hongchun WANG
Chinese Journal of Preventive Medicine 2024;58(2):241-247
Phage therapy is one of the most important tools for the treatment of infections with multi-drug resistant bacteria. Such phages are usually isolated from hospital effluents, however, no systematic study on the distribution of phages in hospital effluents has been conducted so far. The aim of this study was to isolate the corresponding phages of common pathogenic bacteria isolated in the clinic as hosts, so as to assess the ecological distribution of phages in hospital wastewater and to provide a reference for the isolation and application of phages of drug-resistant bacteria in the clinic. A cross-sectional study design was used in this study. The 125 pathogenic bacteria (belonging to 16 different strains) isolated from the clinical microbiology laboratory of Qilu Hospital of Shandong University from May to June 2023 were selected as the target strains, and the phages corresponding to these strains were isolated and purified from the hospital wastewater by using the double-layer plate sandwich method. At the same time, the distribution of pathogenic bacteria in the same batch of wastewater was analyzed with the help of mNGS sequencing technology, so as to preliminarily investigate the abundance correspondence between pathogenic bacteria and phages in wastewater. The results showed that a total of 56 phage strains were isolated from 125 clinical pathogens as hosts, corresponding to six pathogens, including Acinetobacter baumannii, Klebsiella pneumoniae, Escherichia coli, Staphylococcus aureus, Pseudomonas aeruginosa, and Stenotrophomonas maltophilia. All six pathogenic bacteria contained strains with different degrees of drug resistance, with a higher percentage of multi-drug resistant strains in A. baumannii, Escherichia coli and P. aeruginosa. The phage acquisition rates of these six pathogens were, in descending order, Escherichia coli (80%), Stenotrophomonas maltophilia (75%), Pseudomonas aeruginosa (70%), Klebsiella pneumoniae (66.67%), Acinetobacter baumannii (36.36%) and Staphylococcus aureus (12.5%). Preliminary mNGS sequencing results showed that the pathogenic bacteria with higher abundance in the batch of effluent were Enterococcus faecalis, Klebsiella pneumoniae, Escherichia coli, Enterococcus faecalis, Acinetobacter baumannii, Klebsiella aerogenes, Klebsiella michiganensis and Pseudomonas aeruginosa. In conclusion, phages of most common clinical Gram-negative pathogens were isolated from hospital wastewater with high isolation rates; however, phages of Gram-positive pathogens were isolated at lower rates, and only phages corresponding to Staphylococcus aureus were isolated in this study. The corresponding mNGS sequencing results showed that the distribution of Gram-negative pathogens in sewage may had a positive correlation with the ecological distribution of phages.
7.Establishment and validation of intelligent detection model for acute promyelocytic leukemia based on contrastive learning in complete blood cell analysis
Shengli SUN ; Jianying LI ; Heqing LIAN ; Bairui LI ; Dan LIU ; Geng WANG ; Xin WANG ; Yuan HUANG ; Jianping ZHANG ; Qian CHEN ; Wei WU
Chinese Journal of Clinical Laboratory Science 2024;42(4):252-255
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.
8.System analysis of the ecological distribution of bacteriophages in hospital wastewater
Jianying LU ; Hongwei PAN ; Enhua SUN ; Wei LI ; Hongxing WANG ; Xiulan ZHAO ; Hongchun WANG
Chinese Journal of Preventive Medicine 2024;58(2):241-247
Phage therapy is one of the most important tools for the treatment of infections with multi-drug resistant bacteria. Such phages are usually isolated from hospital effluents, however, no systematic study on the distribution of phages in hospital effluents has been conducted so far. The aim of this study was to isolate the corresponding phages of common pathogenic bacteria isolated in the clinic as hosts, so as to assess the ecological distribution of phages in hospital wastewater and to provide a reference for the isolation and application of phages of drug-resistant bacteria in the clinic. A cross-sectional study design was used in this study. The 125 pathogenic bacteria (belonging to 16 different strains) isolated from the clinical microbiology laboratory of Qilu Hospital of Shandong University from May to June 2023 were selected as the target strains, and the phages corresponding to these strains were isolated and purified from the hospital wastewater by using the double-layer plate sandwich method. At the same time, the distribution of pathogenic bacteria in the same batch of wastewater was analyzed with the help of mNGS sequencing technology, so as to preliminarily investigate the abundance correspondence between pathogenic bacteria and phages in wastewater. The results showed that a total of 56 phage strains were isolated from 125 clinical pathogens as hosts, corresponding to six pathogens, including Acinetobacter baumannii, Klebsiella pneumoniae, Escherichia coli, Staphylococcus aureus, Pseudomonas aeruginosa, and Stenotrophomonas maltophilia. All six pathogenic bacteria contained strains with different degrees of drug resistance, with a higher percentage of multi-drug resistant strains in A. baumannii, Escherichia coli and P. aeruginosa. The phage acquisition rates of these six pathogens were, in descending order, Escherichia coli (80%), Stenotrophomonas maltophilia (75%), Pseudomonas aeruginosa (70%), Klebsiella pneumoniae (66.67%), Acinetobacter baumannii (36.36%) and Staphylococcus aureus (12.5%). Preliminary mNGS sequencing results showed that the pathogenic bacteria with higher abundance in the batch of effluent were Enterococcus faecalis, Klebsiella pneumoniae, Escherichia coli, Enterococcus faecalis, Acinetobacter baumannii, Klebsiella aerogenes, Klebsiella michiganensis and Pseudomonas aeruginosa. In conclusion, phages of most common clinical Gram-negative pathogens were isolated from hospital wastewater with high isolation rates; however, phages of Gram-positive pathogens were isolated at lower rates, and only phages corresponding to Staphylococcus aureus were isolated in this study. The corresponding mNGS sequencing results showed that the distribution of Gram-negative pathogens in sewage may had a positive correlation with the ecological distribution of phages.
9.Construction of rehabilitation nursing program for stroke patients based on international classification of functioning, disability and health
Weiwei LI ; Guozhen SUN ; Jianying SHEN ; Qian LU ; Chuan HE ; Meiyan LU
Journal of Clinical Medicine in Practice 2024;28(8):138-141
Objective To construct a rehabilitation nursing program for stroke patients based on the international classification of functioning, disability and health (ICF). Methods The relevant domestic and foreign literatures were systematically searched, and a draft of the rehabilitation nursing program for stroke patients based on the 17 functional items in the four dimensions of ICF functional evaluation was constructed. The Delphi method was used to consult experts to further improve the program. Results A total of 16 experts completed two rounds of expert consultation. The expert authority coefficients of the first and second rounds of consultation were 0.897 and 0.897, respectively, with coefficient of variations ranging from 0.05 to 0.27 and 0.05 to 0.19, respectively. The Kendall's W coefficients were 0.384 and 0.452 (
10.Predictive Value of the Huaxi Emotional Index in Assessing and Identifying High Suicide Risk Among Inpatients With Depression
Yu ZHUO ; Yu SUN ; Kai YAN ; Xiao YANG ; Jianying YU
Journal of Sichuan University (Medical Sciences) 2024;55(3):739-743
Objective This study aims to investigate the agreement between the Huaxi Emotional Index(HEI)and the Nurses'Global Assessment of Suicide Risk(NGASR)in assessing high suicide risk and to explore the predictive value of HEI in identifying high suicide risk among patients with depression.Methods Convenience sampling was used and 386 inpatients with depression were included in this cross-sectional study.All patients were admitted to the Mental Health Center,West China Hospital between June and December 2023.The inclusion criteria were as follows,a diagnosis of depression according to the International Classification of Diseases,Tenth Revision(ICD-10),age over 18,and completion of both NGASR and HEI assessments.According to the exclusion criteria,depression patients who had other comorbid mental disorders or those who had severe cognitive impairments and were unable to communicate effectively were excluded.The study was approved by the Biomedical Ethics Review Committee of West China Hospital(Approval No.647,2021).Demographic data such as age,sex,ethnicity,marital status,and educational attainment were collected using a self-designed questionnaire.Both the HEI and NGASR were applied to evaluate the patients.We conducted statistical analyses with SPSS 27,employing Spearman's rank correlation for correlation analysis,Kappa tests for consistency between the two instruments,and receiver operating characteristic(ROC)curves for evaluating the predictive performance of HEI scores for high suicide risk,with the optimal HEI cutoff value determined on the basis of the Youden Index.Results The study included 386 depression inpatients with an average age of 32 years and an average length-of-stay of 14 days.Of these participants,252 were female(65.3% )and 134 were male(34.7% ).Regarding ethnicity,most of the participants were Han Chinese(89.4% ),Tibetans accounted for 7.3%,and other minorities,3.3%.Regarding marital status,51.3% of the participants were married,41.2% single,6.5% divorced,and 1.0% widowed.Regarding educational attainment,26.2% had an undergraduate or graduate education,20.7% had junior college education,24.8% had high school or secondary technical school education,and 28.2% had middle school education or less.The NGASR identified 57.3% of the participants as being at high suicide risk,while the HEI identified 53.6% as having severe emotional distress.There was a moderate agreement between the HEI and the NGASR scores,with a Kappa value of 0.518(P<0.001),indicating statistically significant differences.At an HEI score of 17,the Youden Index peaked at 0.52,predicting high suicide risk with a specificity of 76.36%,a sensitivity of 76.02%,and an area under the ROC curve of 0.829(95% CI:0.787-0.871),demonstrating statistically significant differences.Conclusion HEI and NGASR demonstrate moderate agreement in assessing high suicide risk among depression patients.The HEI questionnaire effectively predicts high suicide risk in patients with depression,with 17 being the optimal cutoff value for assessing high suicide risk.


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