1.Artificial intelligence-based quality control of hand hygiene for hospital-acquired infection
Xuchen YANG ; Jingwen LI ; Wan ZHANG ; Shasha FENG ; Min ZENG ; Jianan SHI ; Youqiong CHEN ; Tao ZHENG ; Xun YAO
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(02):241-247
Objective To explore an artificial intelligence (AI)-based method for automated hand hygiene monitoring and to compare the effectiveness of three algorithms (UniFormerV2, TDN, C3D) in recognizing hand hygiene steps in surgical settings, thereby aiding hospital infection control. Methods From April to October 2024, we non-invasively collected 641 video recordings of healthcare staff performing hand hygiene at four-bay scrub sinks in two tertiary hospitals using overhead HD cameras. The dataset was annotated by five trained experts for model training and validation. Results Following training on 385 samples, internal validation (n=119) showed the C3D model achieved 81% accuracy, 87% recall, and an 83% F1-score. The TDN model achieved 93%, 91%, and 92% for the same metrics. The UniFormerV2 model outperformed both, with an accuracy, recall, and F1-score of 93%—an improvement of over 10 percentage points compared to traditional CNNs (TDN, C3D). It also achieved an 84% accuracy in external validation, demonstrating strong generalization. Conclusion The UniFormerV2 model is more accurate than CNN-based models for hand hygiene step recognition and shows robust performance in external validation. It presents a viable tool for healthcare facilities to enhance hand hygiene management, ultimately improving medical quality and patient safety.
2.Intervention effect of school based salt reduction health education on knowledge attitude behavior and urinary sodium among primary school students
YANG Zheng, XU Jie, MAO Tao, CHENG Luyao, YANG Zeguang, QU Chen, ZHEN Shiqi, LIN Jiajin, ZHANG Yang
Chinese Journal of School Health 2026;47(5):637-641
Objective:
To evaluate the intervention effect of school based salt reduction health education, so as to provide a scientific basis for constructing a more effective and sustainable salt reduction intervention model for children.
Methods:
According to a randomized controlled trial design, in June 2022, probability proportional to size sampling was used to select 501 second grade students (248 in the control group and 253 in the intervention group) from 10 primary schools in Zhenjiang (intervention group) and 10 primary schools in Yangzhou (control group), Jiangsu Province. An one year school based salt reduction health education intervention was implemented. This included 20 online and 8 offline health education sessions, monitoring of salt consumption in the canteen, and the establishment of a salt reduction environment on campus. The control group received no additional salt reduction interventions. A questionnaire survey and 24 hour urinary sodium test were conducted before and after the intervention. The difference in differences method was used to evaluate the intervention effect.
Results:
After the intervention, the intervention group showed significant net intervention effects in knowledge aspects, including knowing that primary school students consume less salt than adults ( OR=3.55,95%CI =1.69-7.47), daily salt intake of primary school students ( OR=6.64,95%CI =3.71-11.87), long term high salt intake leading to hypertension ( OR=6.83,95%CI =3.93-11.91), low salt intake not causing hair graying ( OR= 1.66 ,95%CI =1.00-2.75), salt content in food labels ( OR=4.56,95%CI =2.63-7.91), and common high salt foods ( OR=3.39,95%CI =1.87-6.14) (all P <0.05). In terms of attitude, the net intervention effect for having a positive attitude toward using less salt in home cooking was significantly increased ( OR=1.88,95%CI =1.13-3.12, P <0.05). There were no statistically significant net intervention effects for salt reduction related behaviors (all P >0.05). There was no statistically significant difference in the changes of 24 hour urinary sodium between the intervention group and the control group before and after intervention ( P >0.05).
Conclusions
School based salt reduction health education effectively improves students salt reduction knowledge and attitudes but has a limited effect on behavior change. The home-school collaboration should be strengthened, and the dietary environment should be optimized simultaneously.
3.Research progress of nucleic acid drugs in the field of inflammatory diseases
Zhiwei ZHAO ; Yue ZHAO ; Wanxia WANG ; Limeng CHEN ; Tao ZHANG ; Xian ZHENG
China Pharmacy 2026;37(11):1502-1507
When inflammation is continuously activated or dysregulated, it can induce chronic tissue injury and organ dysfunction, and participate in the occurrence and development of various inflammatory diseases such as atherosclerosis and inflammatory bowel disease. Owing to high targeting, long-acting efficacy and programmability, nucleic acid drugs provide a new direction for the treatment of inflammatory diseases. This article reviews the classification, mechanism of action and application progress of nucleic acid drugs in inflammatory diseases. It is found that small interfering RNA (siRNA) can specifically cut target mRNA through RNA interference to achieve inhibiting the expression of the target protein; antisense oligonucleotide (ASO) can inhibit target protein expression by inducing microRNA (miRNA) degradation or regulating splicing processes; miRNA can achieve network intervention by regulating multiple inflammatory target genes. At present, important breakthroughs have been made in the field of inflammatory diseases with siRNA drugs including Lumasiran, Nedosiran (for primary hyperoxaluria 1) and Inclisiran (for atherosclerosis), ASO drugs including Donidalorsen (for hereditary angioedema), Volanesorsen and Olezarsen (for familial chylomicronemia syndrome) and Lademirsen (for Alport syndrome), as well as miRNA drugs including Obefazimod (for inflammatory bowel disease) and Remlarsen (for pathological fibrosis). These drugs are expected to become a new generation of anti-inflammatory therapeutic strategies and bring more precise and efficient treatment options for patients with chronic inflammation and fibrotic diseases.
4.Diagnostic value of endoscopic LCPL sign for high-risk intestinal metaplasia in gastric mucosa
Xipeng ZHENG ; Huilin PAN ; Linyu WU ; Yongying HOU ; Qin LIU ; Qiang MA ; Xiuyuan QIN ; Kaijun LIU ; Bin WANG ; Dongfeng CHEN ; Tao WANG
Journal of Army Medical University 2025;47(5):407-416
Objective To investigate the diagnostic value of endoscopic sign of light blue crest(LBC)capsuling papillary lesion(LCPL)for high-risk intestinal metaplasia(IM).Methods A total of 314 patients(352 biopsy specimens)who underwent endoscopic examination and biopsy in Department of Gastroenterology of Army Medical Center of PLA from January 2021 to June 2023 were recruited,and HE and HID-AB staining(the golden standard of high-risk IM)were apllied to detect the histological types and IM types.The samples were subsequently divided into chronic inflammation group,low-risk IM group,high-risk IM group,well-differentiated intestinal-type gastric cancer group,and poorly-differentiated intestinal-type gastric cancer group.The positive rate of LCPL in each group and its diagnostic efficacy were analyzed based on endoscopic images of the biopsy sites.Logistic regression analysis was used to investigate the relationship between LCPL sign and high-risk IM,as well as the clinical and pathological features associated with LCPL sign.Receiver operating characteristic(ROC)curve was plotted to evaluate the diagnostic efficacy of LCPL for high-risk IM,using indicators such as sensitivity,specificity,Youden index and area under the curve(AUC).Results The positive rate of the LCPL sign in high-risk IM group was 75.70%,significantly higher than that of the other groups(all P<0.001).Logistic regression analysis showed that LCPL sign was significantly correlated with high-risk IM(OR=30.286,95%CI:13.528~67.804,P<0.001).When the sign was employed in diagnosing high-risk IM,the sensitivity was 69.84%,the specificity was 93.75%,the Youden's index was 0.636,and the AUC value was 0.818(95%CI:0.773~0.857).Besides sensitivity,all above parameters of LCPL sign showed significantly better diagnostic efficacy than those of traditional LBC sign,which is used as a sign for diagnosing IM(P<0.001).Moreover,recognition of LCPL sign was not easily affected by age(OR=1.130,95%CI:0.709~1.800,P=0.607),lesion site(Angular incisure:OR=2.360,95%CI:0.732~7.613,P=0.151;Autrum:OR=2.257,95%CI:0.756~6.744,P=0.145),and presence of peptic ulcers(OR=1.085,95%CI:0.208~5.652,P=0.923).Significantly,94.12%of positive and 66.94%of negative LCPL signs could be rapidly recognized within 3 s(OR=4.536,95%CI:1.372~14.997,P=0.013).Conclusion LCPL sign shows high efficacy and potential clinical application value for high-risk IM in gastric mucosa of endoscopic diagnosis.
5.Behavioral characteristics of implicit and explicit emotion regulation in high trait anxiety
Xiaoxue WANG ; Jun HUANG ; Danxu YIN ; Yuhao DENG ; Zusheng ZHENG ; Fanghui WU ; Tao WANG
Journal of Army Medical University 2025;47(7):742-748,后插1
Objective To explore the behavioral characteristics of using cognitive reappraisal(CR)and expressive suppression(ES)in high trait anxiety individuals under both explicit and implicit conditions.Methods A total of 57 non-psychology undergraduates and postgraduates were recruited in a military medical university from June to July in 2023.All the participants were surveyed with Trait Form of Spielberger's State-Trait Anxiety Inventory(STAI-T)and Emotion Regulation Questionnaire(ERQ)to investigate their level of anxiety and usage habits of CR and ES strategies.According to the STAI-T results,they were divided to a high trait anxiety(HTA)group(n=28)and a low trait anxiety(LTA)group(n=29).Then the implicit and explicit emotion regulation(ER)tasks were used to analyze and compare 2 strategies on improving negative emotional pleasure and arousal,and the differences in difficulty and success of using CR and ES under the explicit condition.Results ① Both the HTA and LTA individuals showed a higher use of CR and less use of ES[t(27)=3.94,P<0.001;t(28)=11.33,P<0.001],while the HTA individuals used more ES[t(55)=3.02,P<0.01]and less CR than the LTA individuals[t(55)=-2.20,P=0.02].②Compared with implicit neutral priming,both implicit CR(Pleasure:2.56±0.11 vs 2.73±0.12,P<0.01;Arousal:6.68±0.18 vs 6.51±0.20,P<0.05)and implicit ES priming(Pleasure:2.56±0.11 vs 2.86±0.11,P<0.001;Arousal:6.68±0.18 vs 6.30±0.20,P<0.001)improved the negative emotional experiences of both HTA and LTA groups,and ES showed better effect(Pleasure:P<0.001;Arousal:P<0.001).③ Explicit CR(Pleasure:2.92±0.12 vs 5.09±0.09,P<0.001;Arousal:6.43±0.20 vs 4.33±0.21,P<0.001)and explicit ES(Pleasure:2.92±0.12 vs 4.34±0.09,P<0.001;Arousal:6.43±0.20 vs 4.22±0.22,P<0.001)ameliorated the negative feelings in the HTA and LTA individuals,and the effect of explicit CR on improving pleasure was superior than that of explicit ES(P<0.001).For the HTA individuals,it is more difficult to implement CR and ES[CR:t(55)=2.16,P=0.02;ES:t(55)=2.92,P<0.01],and ES was less successful in emotion regulation when compared with the LTA individuals[t(55)=-1.88,P=0.03];the difficulty of using ES was significantly higher than that of CR[4.00±1.81 vs 5.00±1.80,t(27)=-2.78,P<0.01],and the success rate was also lower[7.04±1.00 vs 6.64±1.13,t(27)=2.09,P=0.02].④ Comparing the effects of emotion regulation under implicit and explicit conditions,it was presented that explicit CR and ES were better than implicit CR and ES for both HTA and LTA individuals(Pleasure:explicit CR vs implicit CR:5.09±0.09 vs 2.73±0.12,P<0.001;explicit ES vs implicit ES:4.34±0.09 vs 2.86±0.11,P<0.001;Arousal:explicit CR vs implicit CR:4.33±0.21 vs 6.51±0.20,P<0.001;explicit ES vs implicit ES:4.22±0.22 vs 6.30±0.20,P<0.001).Conclusion In terms of usage habits of ER strategies,HTA individuals tend to use ES more and CR less than LTA individuals.Under the implicit/explicit conditions,HTA individuals can both employ CR and ES to improve negative emotional experience,and the effect of explicit ER is significantly better than implicit condition.
6.Role of joint function screening and correction in preventing training injuries for new recruits:a randomized controlled trial
Enyu LEI ; Zhen CHEN ; Bing LI ; Ling ZHANG ; Honghui RONG ; Lu LU ; Chuanfen ZHENG ; Tao MENG ; Ji'an CHEN
Journal of Army Medical University 2025;47(9):1003-1009
Objective To investigate the effects of joint function screening and correction on intervention efficacy of prevention and assessment score of training injuries in new recruits.Methods A randomized controlled study was conducted on 265 new recruits subjected from two organizational units of an army unit with cluster sampling.Based on entire organizational unit,the participants were randomly divided into a control group(n=132)and an experimental group(n=133).The experimental group received joint function screening and corrective movement training,which was subsequently applied in the new recruit training,while the control group underwent training according to conventional methods.Joint function were collected before and after training.The demographic data,assessment score of training,and incidence of training injuries were collected through the participant's own organizational unit.Receiver operating characteristic(ROC)curve was plotted to evaluate the efficacy of joint function screening in predicting training injuries,and binary logistic regression and general linear regression analyses were applied to verify the correlation of joint function screening score with training injuries and assessment score of training.Results After new training,the score of joint function screening was significantly higher in the experimental group than the control group(16.62±1.87 vs 14.92±2.58,P<0.001).And the score was obviously increased in the experimental group(16.62±1.87 vs 12.82±1.98,P<0.001)and the control group(14.92±2.58 vs 12.95±1.81,P<0.001)when compared with the corresponding score before training.The area under the ROC curve(AUC)of joint function screening in predicting training injuries was 0.762(95%CI:0.694~0.830),indicating good predictive efficacy.During the new training process,the incidence of training injuries in the experimental group(13.53%)was significantly lower than that in the control group(24.24%,Chi-square=4.963,P=0.026).Binary logistic regression analysis showed that the pre-training assessment score of joint function screening was an important influencing factor for training injuries in new recruits(OR=0.552,95%CI:0.413~0.660,P<0.001).The experimental group obtained notably higher mean assessment score than the control group[733.00(716.00,752.75)vs 728.79(710.46,744.28),P=0.027].Linear regression analysis revealed a correlation between post-training score of joint function screening and the assessment score of newly trained personnel(P<0.001).Conclusion Joint function screening and correction for newly trained personnel can effectively prevent training-related injuries during the new training period,and correcting joint function through training can effectively improve the assessment score of newly trained personnel.
7.Clinical characteristics and contributors to diagnostic delay in autoimmune gastritis
Haofeng LI ; He MA ; Tao FU ; Xinyi HUANG ; Qing SHI ; Yan ZHENG ; Hanning LIU ; Hengqi LIU ; Yan GUO ; Chunhui LAN
Journal of Army Medical University 2025;47(19):2396-2404
Objective To analyze the diagnostic process and clinical characteristics of autoimmune gastritis(AIG)in order to improve the awareness and diagnostic proficiency of this disease.Methods A retrospective cohort study was conducted on 114 patients diagnosed with AIG in Army Medical Center of PLA between January 2021 and June 2024.Comprehensive statistical analysis was performed on clinical data,including demographic characteristics(age,sex),clinical symptoms,comorbidities,diagnostic process,Helicobacter pylori(H.pylori)infection and treatment history,laboratory indicators[results of routine blood test,anemia-related indices,thyroid function,anti-parietal cell antibody(APCA),intrinsic factor antibody(IFA)],and gastrointestinal endoscopic findings(frequency and endoscopic features).Results Among the 114 patients,males accounted for 28.1%(32/114)and females for 71.9%(82/114),and they were at a mean age of 56.3±8.4 years.Predominant symptoms included epigastric/upper abdominal pain(47.4%,54/114)and postprandial fullness(43.0%,49/114),while 24.6%(28/114)reported acid reflux or heartburn.Diagnostic delay occurred in 76.4%(87/114)of patients,with a median delay duration of 11.5 months.Primary diagnostic clues were endoscopic reverse gradient atrophy(significantly more severe mucosal atrophy in the gastric corpus/fundus versus antrum;53.5%,61/114)and repeated H.pylori eradication failure(≥2 attempts;22.8%,26/114).Positivity rate of thyroid peroxidase antibody(TPOAb)and thyroglobulin antibody(TgAb)was 56.9%(33/58)and 36.2%(21/58),respectively.APCA positive rate was 98.8%(81/82),IFA positive rate was 34.1%(28/82),and dual-antibody rate was 32.9%(27/82).Anemia was present in 25.7%(26/101)of the patients.Gastric neuroendocrine tumors(NET)were found in 12.2%(14/114),intraepithelial neoplasia in 5.3%(6/114),and gastric adenocarcinoma in 0.9%(1/114).Among colonoscopy-examined patients,tubular adenomas occurred in 25.0%(13/52)and colorectal malignancies in 3.4%(2/58).There were 18.4%(21/114)patients having gallbladder-related diseases,7.9%(9/114)having diabetes mellitus,and 1.8%(2/114)of subacute combined degeneration of the spinal cord.Conclusion AIG is frequently associated with diagnostic delay.The reverse pattern of atrophy on endoscopy serves as a critical diagnostic clue,necessitating enhanced recognition in endoscopists.Patients with recurrent H.pylori eradication failure(≥2 attempts)should be evaluated for AIG.
8.Early identification of delayed cerebral ischemia following aneurysmal subarachnoid hemorrhage:development and validation of a multifactorial clinical prediction model
Hui ZHENG ; Yihao TAO ; Xiang JI ; Ying MA
Journal of Army Medical University 2025;47(23):2963-2971
Objective To develop and validate a nomogram incorporating postoperative blood pressure and other multifactorial predictors for the risk of delayed cerebral ischemia(DCI)following surgical clipping in patients with aneurysmal subarachnoid hemorrhage(aSAH).Methods This retrospective cohort study consecutively enrolled 272 aSAH patients who underwent aneurysm clipping at the Department of Neurosurgery,Second Affiliated Hospital of Chongqing Medical University from January 2018 to January 2022.Demographic,clinical,and imaging data were collected.Predictors were screened using LASSO regression,and a multifactorial logistic regression-based nomogram was constructed.The dataset was randomly divided into training(n=190)and validation(n=82)sets at a 7∶3 ratio.Model discrimination,calibration,and clinical utility were evaluated using the area under the receiver operating characteristic curve(AUC),calibration curves,and decision curve analysis(DCA),respectively.Results Among 272 enrolled patients,98(36%)developed DCI.Multivariate analysis identified age(OR=0.97;95%CI:0.94~0.99;P=0.036),World Federation of Neurological Surgeons(WFNS)grade(OR=1.36;95%CI:1.02~1.82;P=0.038),Fisher grade(OR=1.44;95%CI:1.01~2.05;P=0.048),and mean arterial pressure on postoperative day 2(OR=1.06;95%CI:1.03~1.09;P<0.001)as independent risk factors for DCI.The model achieved C-indices of 0.739(95%CI:0.668~0.810)in the training set and 0.760(95%CI:0.647~0.872)in the validation set.Calibration curves demonstrated high agreement between predicted and observed probabilities(mean absolute error=0.027),while DCA confirmed significant net clinical benefit at threshold probabilities of 15%~65%.Conclusion We successfully developed a predictive model incorporating age,WFNS grade,Fisher grade,and postoperative day 2 mean arterial pressure,with elevated postoperative blood pressure identified as an early critical indicator for DCI development.
9.Non-suicidal self-injury behavior in adolescent patients with depressive disorders: the influence of interoceptive awareness and related factors
Xinshang ZHANG ; Hongyu ZHENG ; Ming WU ; Tao HOU ; Daming MO
Sichuan Mental Health 2025;38(6):491-497
BackgroundNon-suicidal self-injury (NSSI) represents a prevalent clinical feature among adolescent patients with major depressive disorder. Existing research has suggested that interoceptive awareness might be linked to NSSI behaviors, but investigations into this association among adolescent patients with major depressive disorders remain limited. ObjectiveTo elucidate the correlation between NSSI behaviors and interoceptive awareness in adolescent patients with major depressive disorder, and to identify influencing factors of NSSI behaviors, in order to provide clinical prevention and treatment strategies. MethodsA total of 125 adolescent patients who met the diagnostic criteria for major depressive disorder as outlined in the Diagnostic and Statistical Manual of Mental Disorders, fifth edition (DSM-5) were recruited from the Fourth People's Hospital of Hefei from December 2022 to June 2024. These participants were subsequentially categorized into NSSI behavior group (n=60) and non-NSSI behavior group (n=65) based on the presence or absence of NSSI behaviors. Additionally, a control group comprising 40 healthy adolescents was concurrently assembled for comparison. The Hamilton Depression Scale-17 item (HAMD-17) was used to assess the depressive symptoms of adolescent patients with major depressive disorder, and the Multidimensional Assessment of Interoceptive Awareness version 2- Chinese (MAIA-2) was used to evaluate the interoceptive awareness level of all subjects. Pearson correlation analysis was employed to examine the correlation between HAMD-17 scores and MAIA-2 scores. Binary Logistic regression analysis was conducted to identify the influencing factors of NSSI behaviors in adolescent patients. Then the receiver operating characteristic (ROC) curve was drawn to verify the predictive efficacy of MAIA-2 scores for NSSI behaviors in adolescent patients with major depressive disorder. ResultsSignificant differences were identified across six MAIA-2 subscales (noticing, not distracting, not worrying, attention regulation, emotional awareness, body listening) and the MAIA-2 total score among the three groups (F=18.475, 20.631, 6.044, 5.621, 18.456, 12.889, 12.741, P<0.01). Correlation analysis underscored a notable negative correlation between the MAIA-2 total score and the HAMD-17 total score, as well as its scores on subscales pertaining to weight and cognitive impairment factors(r=-0.315, -0.203, -0.278, P<0.05). Binary Logistic regression results indicated that longer disease duration (OR=1.112, 95% CI: 1.043–1.206) and higher HAMD-17 total score (OR=2.071, 95% CI: 1.361–3.150) were risk factors for NSSI behavior in adolescents with depressive disorder, while a higher MAIA-2 total score was a protective factor against NSSI behavior in this population (OR=0.580, 95% CI: 0.407–0.828). The MAIA-2 total score demonstrated a relatively high predictive value for NSSI behaviors in adolescent patients with major depressive disorder (AUC=0.793). ConclusionNSSI behaviors in adolescent patients with major depressive disorder are closely related to the disease course, severity of depression, and specific interoceptive awareness patterns. Moreover, interoceptive awareness may serve as a predictive indicator for the occurrence of their NSSI behaviors. [Funded by the National Key Clinical Specialty Construction Project of China; Anhui Provincial Clinical Key Specialty Construction Project; the Hospital-Level Scientific Research Project of the Fourth People's Hospital of Hefei (number, HFSY2022YB07)]
10.Impact of Donor Age on Liver Transplant Outcomes in Patients with Acute-on-Chronic Liver Failure: A Cohort Study
Jie ZHOU ; Danni YE ; Shenli REN ; Jiawei DING ; Tao ZHANG ; Siyao ZHANG ; Zheng CHEN ; Fangshen XU ; Yu ZHANG ; Huilin ZHENG ; Zhenhua HU
Gut and Liver 2025;19(3):398-409
Background/Aims:
Liver transplantation is the most effective treatment for the sickest patients with acute-on-chronic liver failure (ACLF). However, the influence of donor age on liver transplantation, especially in ACLF patients, is still unclear.
Methods:
In this study, we used the data of the Scientific Registry of Transplant Recipients. We included patients with ACLF who received liver transplantation from January 1, 2007, to December 31, 2017, and the total number was 13,857. We allocated the ACLF recipients by age intogroup I (donor age ≤17 years, n=647); group II (donor age 18–59 years, n=11,423); and group III (donor age ≥60 years, n=1,787). Overall survival (OS), graft survival, and mortality were com-pared among the three age groups and the four ACLF grades. Cox regression was also analyzed.
Results:
The 1-, 3-, and 5-year OS rates were 89.6%, 85.5%, and 82.0% in group I; 89.4%, 83.4%, and 78.2% in group II; and 86.8%, 78.4%, and 71.4% in group III, respectively (p<0.001).When we analyzed the different effects of donor age on OS with different ACLF grades, in groupsII and III, we observed statistical differences. Finally, the cubic spline curve told us that the relative death rate changed linearly with increasing donor age.
Conclusions
Donor age is related to OS and graft survival of ACLF patients after transplanta-tion, and poorer results were associated with elderly donors. In addition, different donor ages have different effects on recipients with different ACLF grades.


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