1.Application of virtual reality technology in managing negative emotions and postoperative rehabilitation in perioperative patients from 2015 to 2025: a bibliometric analysis
Lijun DONG ; Shihao XU ; Qiuhua CHEN ; Lu ZHANG ; Xiaobing YIN
Chinese Journal of Rehabilitation Theory and Practice 2026;32(1):69-82
ObjectiveTo analyze the research status, hotspots and development trends in the application of virtual reality (VR) technology in managing negative emotions and postoperative rehabilitation of perioperative patients over the past decade. MethodsLiteratures related to the application of VR technology in managing negative emotions and postoperative rehabilitation of perioperative patients were retrieved from Web of Science Core Collection database and CNKI, covering the period from January, 2015 to August, 2025, and CiteSpace 6.3.R1 was used for bibliometric analysis. ResultsA total of 267 English literatures and 130 Chinese literatures were included, with the annual number of publications showing an upward trend. The United States was the country with the largest number of publications in English literatures, and Erasmus University Rotterdam was the institution with the largest number of publications. High-frequency keywords included virtual reality, pain, surgery, anxiety and distraction. Research hotspots mainly focused on functional exercise, negative emotions, pain management and multimodal intervention strategies. English researches were deepening towards virtual reality exposure therapy, mechanism exploration and personalized schemes, while Chinese researches focused more on the verification of rehabilitation effects. ConclusionResearches on the application of VR technology in the management of perioperative patients are rapidly developing, with research hotspots shifting from single technology application to multimodal and personalized integrated intervention. Future research should focus on exploring its intervention mechanisms, personalized schemes and the breadth of cross-departmental applications.
2.Shared genetic architecture between arrhythmia and obsessive-compulsive disorder: a heart-brain axis study based on multi-omics integration
Jiaqing XU ; Chen XU ; Xiaochu GU ; Lijun PANG ; Jing SHEN ; Liya YE
Sichuan Mental Health 2026;39(2):149-157
BackgroundArrhythmia and obsessive-compulsive disorder (OCD) frequently co-occur in clinical and epidemiological settings, yet their shared genetic basis and potential heart-brain axis mechanisms remain unclear. ObjectiveTo systematically evaluate the genetic correlation between arrhythmia and OCD, and to elucidate their underlying molecular genetic mechanisms, so as to provide molecular evidence for the "heart-brain axis" to support risk assessment and integrated clinical strategies for these comorbidities. MethodsThe aggregated data from the genome-wide association study (GWAS) of arrhythmia in the UK Biobank (7 207 cases and 477 391 controls) and the GWAS data of OCD released by the Psychiatric Genomics Consortium (2 688 cases and 7 037 controls) were integrated, all of which were limited to individuals of European ancestry. The genome-wide genetic correlations were estimated using the linkage disequilibrium score regression (LDSC) and the high-definition likelihood (HDL). Local genetic correlation analysis was conducted using the local analysis of variance annotation (LAVA). Multi-trait analysis of GWAS (MTAG) was employed to identify pleiotropic loci. Shared risk genes were identified by combining summary-data based Mendelian randomization (SMR) and transcriptome-wide association study (TWAS). Functional enrichment analysis was performed based on the functional mapping and annotation (FUMA) platform. ResultsBoth LDSC (rg=0.248, 95% CI: 0.159–0.336, P=4.82×10-3) and HDL (rg=0.294, 95% CI: 0.237–0.351, P=5.87×10-4) revealed significant positive genetic correlation between arrhythmia and OCD. LAVA identified 23 significantly local correlated regions in the genome (P<2.0×10-5). MTAG discovered 11 genome-wide significant pleiotropic SNPs, among which rs12754189 (intron of KCNN3) had potential functional harmfulness (CADD>12.37). SMR and TWAS jointly identified 20 shared genes, enriched in neural-cardiovascular tissues such as the cerebral cortex, amygdala, and left ventricle, and involved in DNA damage response, RNA metabolism, transcriptional regulation, and FAS signaling pathway (FDR<0.05). ConclusionArrhythmia and OCD share a common genetic basis. The co-morbidity mechanism may involve the common vulnerability of neurons and cardiac muscle cells in terms of gene expression regulation and stress response, supporting the role of the brain-heart axis in the pathophysiology of both conditions.
3.The magnetic compression technique in the treatment of severe mid-ureteral stricture
Fanchao WEI ; Zhaoxiang WANG ; Shichao HAN ; Zhiwen DONG ; Yuxin FU ; Ruochen QI ; Guohui WANG ; Xiaoyan ZHANG ; Tong XU ; Jingliang ZHANG ; Weijun QIN ; Lijun YANG ; Shuaijun MA
Journal of Modern Urology 2026;31(2):182-186
Objective To explore the feasibility of magnetic compression technique (MCR) in the treatment of severe single mid-ureteral stricture in a rabbit model. Methods After 10 female New Zealand rabbits were selected, the distal end of the right ureter was ligated with silk thread. Two weeks after the operation, when the right ureter was dilated, the mid-ureter was ligated again with silk thread to create a severe single mid-ureteral stricture animal model. Longitudinal incisions were made at the upper and lower ends of the ligation site, and cylindrical NdFeB magnets with central holes (sub-magnets and main magnets) were placed to anastomose and recanalize the mid-ureteral stricture. The magnets were adjusted to the appropriate position to automatically align and attract each other. The longitudinal incision sites of the ureter were sutured with 6-0 Prolene thread, and the abdominal cavity was closed layer by layer. The operation time was recorded. X-ray films were taken every two days to confirm the position of the magnets and record the time of magnet detachment. Three weeks after the operation, the anastomotic specimens were obtained, and the formation of the anastomosis was evaluated with gross observation and histological staining. Results Two weeks after ligation, all experimental rabbits showed obvious dilation of the right ureter. The mid-ureteral ligation and placement of the male and female magnets were successfully completed in all 10 experimental rabbits, with an operation time of (24.00±5.15)minutes. The male and female magnets attracted each other well. X-ray examination showed that the magnets detached and entered the distal ureter (14.0±1.9) days after magnetic compression. The recanalization of the severe single mid-ureteral stricture was successfully achieved. The gross specimens and histological examination of the anastomosis showed that the anastomosis remained patent and the mucosal healing was good. All experimental rabbits survived well after the operation without serious complications. Conclusion MCT provides a new idea and novel method for the treatment of mid-ureteral stricture. This study confirmed the feasibility of this technique in treating severe single mid-ureteral stricture in a rabbit model. The operation is relatively simple and has potential for clinical application.
4.Exploration of regular assessment management model for occupational disease diagnosticians in Guangdong Province
Xiaoyi LI ; Li HUANG ; Lin XU ; Lijun YE ; Zhengdu LAI ; Bin LI ; Xijin SHE ; Lihua XIA ; Shijie HU
China Occupational Medicine 2026;53(1):108-112
Occupational disease diagnostician (ODD) is the core technology professional who is responsible for occupational disease diagnosis and identification and the main inspection work for occupational medical examination. The implementation of regular assessment management for ODDs is a key component of standardized workforce management, which facilitates dynamic evaluation of professional competence, regulation of medical practice, and assurance of medical safety. Since January 2025, Guangdong Province has implemented regular assessment management for ODDs within its administrative region. The assessment adopts an integrated model consisting of three components including professional competency evaluation, performance appraisal, and professional ethics evaluation, with each assessment cycle lasting three years. ODDs who passed all three components are classified as qualified ODD, whereas those who failed to pass any one of the three components result in an unqualified assessment outcome. In the implementation of ODD regular assessment management, Guangdong Province has emphasized integrating assessment with quality evaluation, strengthening full-cycle supervision of ODDs′ professional conduct, optimizing assessment strategies for special groups of ODDs, and reinforcing the primary management responsibility of medical institutions. Meanwhile, ODDs′ professional competence, service quality, and professional integrity have been continuously promoted by adopting human-computer interactive assessments, information-based assessment management, and "elimination" mechanism.
5.Analysis of sarcopenia prevalence and related factors in community-dwelling older adults based on C-MSRA-7 combined with Ishii score
Lijun WANG ; Ping WU ; Haimin XU ; Kewen CHENG ; Fen RAO ; Miaomiao YAO ; Yu ZHANG
Chinese Journal of Clinical Medicine 2026;33(4):643-650
Objective To investigate the prevalence and related factors of sarcopenia among non–bedridden older adults in the community of Baoshan District using the China mini sarcopenia risk assessment 7 (C-MSRA-7) combined with Ishii scoring system. Methods The older individuals consulting at 20 community health stations in Baoshan District between April 2025 and June 2025 were enrolled. Data were collected using a general information questionnaire, a dietary and lifestyle habits survey, the C-MSRA-7, and the mini nutritional assessment-short form (MNA-SF). Handgrip strength and anthropometric measurements were also obtained. Individuals with both Ishii score and C-MSRA-7 results positive were classified into the sarcopenia risk group, while the remaining participants were assigned to the non–sarcopenia risk group. Differences in lifestyle habits, dietary patterns, and nutritional status between the two groups were compared. Results A total of 2 611 valid questionnaires were retrieved. Univariate analysis showed statistically significant differences in alcohol consumption, physical activity frequency, body mass index (BMI), nutritional status, activities of daily living, and regularity of three meals in sarcopenia risk group (n=486) and non–sarcopenia risk group (n=2 125, P<0.05). Logistic regression analysis showed that advanced age (75–84 years: OR=2.55, 95%CI 2.03–3.21; ≥85 years: OR=3.98, 95%CI 2.24–7.07), underweight status (OR=2.19, 95%CI 1.50–3.19), weight loss>2 kg (OR=4.52, 95%CI 2.68–7.64) past 3 months, lack of regular physical activity (OR=1.77, 95%CI 1.24–2.52) , and alcohol consumption (OR=1.48, 95%CI 1.07–2.05) were independent risk factors for sarcopenia (P<0.05). Behaviors related to healthy diet, including daily milk consumption (OR=0.40, 95%CI 0.30–0.52), regular three meals (OR=0.56, 95%CI 0.41–0.78), and high-quality protein intake (OR=0.70, 95%CI 0.52–0.94), were protective factors (P<0.05). Conclusions Sarcopenia among community–dwelling, non–bedridden older adults is closely associated with physical activity levels, dietary habits, and nutritional status. Early identification of individuals at risk, enhanced nutritional education, and timely implementation of nutritional interventions and exercise programs are recommended for this population.
6.Report of 4 cases of IgG4-related urinary diseases and literature review
Fanchao WEI ; Zhaoxiang WANG ; Mengwei XU ; Ruochen QI ; Guohui WANG ; Xiaoyan ZHANG ; Tong XU ; Jingliang ZHANG ; Shuaijun MA ; Weijun QIN ; Lijun YANG ; Shichao HAN
Journal of Modern Urology 2025;30(1):59-63
[Objective] To explore the clinical features of IgG4-related urinary diseases so as to provide reference for the diagnosis and treatment of such diseases. [Methods] The clinical data of 4 cases of IgG4-related urinary system diseases diagnosed and treated in Xijing Hospital of Air Force Medical University during Aug.2019 and Dec.2023 were retrospectively collected.Here, we report on the diagnosis and treatment of these patients, analysing their symptoms, serology, imaging and pathology as well as their treatment and outcomes. [Results] The patients included 2 male and 2 female.The lesions were involved with the retroperitoneum and urinary system.Three patients had symptoms of lumbar pain.The imaging manifestations were complex, including retroperitoneal mass involving urinary system organs in 2 cases, tabdense shadow of the right kidney in 1 case, and simple cystic mass of kidney in 1 case.Serum IgG4 value was not detected before surgery.All patients underwent radical surgical treatment.Postoperative pathology showed fibrous tissue hyperplasia with a large number of plasma cells, lymphocytes, a few neutrophil infiltrates, and lymphoid follicles and obliterated vasculitis in some specimens.The number of IgG4+ plasma cells was more than 10 in all tissues under high power microscope.After surgery, 3 patients had symptoms improved, and serum IgG4 value was within the normal range; 1 patient (patem 3) had elevated IgG4 value during follow-up, received subsequent hormone therapy, and the serum IgG 4 level remained stable. [Conclusion] The symptoms of IgG4-related diseases involving the urinary system are non-specific, and the imaging findings are various, easily confused with other diseases.Early detection of serum IgG4 and biopsy pathology can help clinicians make correct diagnosis in the early stage.
7.Neuroprotective Effect of Tiaogeng Decoction on Perimenopausal Depression Model Rats via ERβ/MAOA/JNK Signaling Pathway
Lijun ZHU ; Keqian LI ; Shengnan LI ; Lianwei XU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(10):117-129
ObjectiveTo investigate the neuroprotective effects of Tiaoseng decoction on a perimenopausal depression (PMD) rat model and to examine its regulatory influence on the estrogen receptor β (ERβ)/monoamine oxidase A (MAOA)/c-Jun N-terminal kinase (JNK) signaling pathway, thereby elucidating its potential mechanisms of action. MethodsForty-eight female Sprague-Dawley (SD) rats were divided into a sham group, a model group, a 17β-estradiol (E2) group (2.5 × 10-5 g·kg-1), and low-, medium-, and high-dose Tiaoseng decoction groups (9.69, 19.37, 38.74 g·kg-1) by using a random number table method, with eight rats in each group. The PMD model was replicated using ovariectomy (OVX) combined with chronic unpredictable mild stress (CUMS) and was treated continuously with 17β-E2 and different doses of Tiaoseng decoction for 28 d, once a day. Depressive-like behaviors were assessed using the sucrose preference test, open-field test, and forced swim test. Histopathological changes in the prefrontal cortex were examined using hematoxylin-eosin (HE) and Nissl staining. Enzyme-linked immunosorbent assay (ELISA) was performed to measure serum levels of E2, luteinizing hormone (LH), and follicle-stimulating hormone (FSH), as well as reactive oxygen species (ROS), malondialdehyde (MDA), and superoxide dismutase (SOD) levels in the prefrontal cortex. Mitochondrial ultrastructure of prefrontal cortex neurons was observed via transmission electron microscopy. Terminal deoxynucleotidyl transferase dUTP nick-end labeling (TUNEL) was used to detect neuronal apoptosis in the prefrontal cortex. Immunohistochemistry (IHC) was applied to analyze the protein expression of brain-derived neurotrophic factor (BDNF), postsynaptic density protein95 (PSD95), and synaptophysin (SYP) in the prefrontal cortex. Immunofluorescence (IF) was conducted to evaluate the average fluorescence intensity of ERβ and MAOA in the prefrontal cortex. Western blot and real-time quantitative polymerase chain reaction (Real-time PCR) were used to determine the protein and mRNA expression levels of key molecules in the ERβ/MAOA/JNK signaling pathway in the prefrontal cortex. ResultsCompared with the sham group, the model group had significantly reduced sugar-water preference index, total distance traveled, average speed, and activity time in the central region in the open field experiment, E2 content, and SOD content (P<0.01) and significantly reduced BDNF, PSD95, SYP, and ERβ expression and B-cell lymphoma-2 (Bcl-2)/Bcl-2-associated X protein (Bax) ratio (P<0.01). Additionally, the model group exhibited severe histopathological damage, disrupted mitochondrial structure, cristae disappearance or fracture, swelling, and deformation in the prefrontal lobe. The immobilization time of forced swimming, TUNEL positivity, LH, FSH, MDA, ROS, MAOA, Caspase-3, p-JNK/JNK, and p-c-Jun/c-Jun were significantly increased in the model group compared with the sham group (P<0.01). Compared with the model group, the low-, medium-, and high-dose Tiaoseng decoction groups and the 17β-E2 group had increased sugar-water preference index, total distance traveled, average speed, and activity time in the central region in the open-field test, E2 content, and SOD content (P<0.05, P<0.01) and elevated BDNF, PSD95, SYP, and ERβ expression and Bcl-2/Bax ratio (P<0.05, P<0.01). In addition, histopathological damage to the prefrontal lobe was improved to different degrees, and mitochondrial structure was gradually repaired. The immobilization time of forced swimming, TUNEL positivity, LH, FSH, MDA, ROS, MAOA, Caspase-3, p-JNK/JNK and p-c-Jun/c-Jun were significantly reduced in the low-, medium-, and high-dose Tiaoseng decoction groups and the 17β-E2 group compared with the model group (P<0.05, P<0.01). ConclusionTiaoseng decoction has significant neuroprotective effects on PMD model rats, which can alleviate perimenopausal depressive disorder by inhibiting oxidative stress, attenuating neuronal apoptosis, and restore synaptic plasticity via ERβ/MAOA/JNK signaling pathway regulation.
8.Mechanism study on circASAP1 promoting proliferation and inhibiting apoptosis of osteosarcoma cells by targeting miR-4500
Yuehua GENG ; Lijun TANG ; Lusheng WEN ; Qiuyan LIN ; Jialun XU ; Limin YANG
Journal of Clinical Medicine in Practice 2025;29(19):58-64
Objective To investigate the regulatory effect of circular RNA ASAP1(circASAP1)targeting microRNA-4500(miR-4500)on the proliferation and apoptosis of osteosarcoma cells.Methods Human osteosarcoma cells(Saos-2)were selected as the experimental subjects and cul-tured in DMEM medium containing 10%fetal bovine serum while maintaining 5%CO2.The expres-sions of circASAP1 and miR-4500 in osteosarcoma tissues were detected using RT-qPCR.Saos-2 cells were transfected with si-NC(40 nmol/L),si-circASAP1(40 nmol/L),pcDNA(0.4 μg),pcDNA-circASAP1(0.4 μg),miR-NC(40 nmol/L),miR-4500 mimics(40 nmol/L),si-circASAP1+anti-miR-NC(40 nmol/L),and si-circASAP1+anti-miR-4500(40 nmol/L),respectively.Cell proliferation and apoptosis were assessed using CCK-8,colony formation assays,and flow cytometry.The interaction between circASAP1 and miR-4500 was analyzed using a dual-luciferase reporter assay.Results Compared with adjacent non-tumor tissues,the expression of circASAP1 was significantly upregulated,while that of miR-4500 was significantly downregulated in osteosarcoma tissues(P<0.001).Compared with the si-NC group,the si-circASAP1 group exhibited significantly decreased circASAP1 expression,optical density(OD)values,and the number of cell colonies(P<0.001).Compared with the si-NC group,the si-circASAP1 group showed significantly upregulated levels of cleaved-caspase3 protein,cleaved-caspase9 protein,and the apoptosis rate(P<0.001).StarBase search revealed specific binding sequences between miR-4500 and circASAP1.Co-transfection of miR-4500 mimics and WT-circASAP1 significantly reduced the relative luciferase activity of the cells[(0.34±0.03)versus(0.95±0.06),t=27.280,P<0.001].The expression of miR-4500 in the pcDNA-circASAP1 group was significantly lower than that in the pcDNA group,whereas the ex-pression of miR-4500 in the si-circASAP1 group was significantly higher than that in the si-NC group(P<0.001).Compared with the miR-NC group,the miR-4500 group exhibited significantly in-creased miR-4500 expression,cleaved-caspase3 protein levels,cleaved-caspase9 protein levels,and the apoptosis rate,while the OD values and the number of colonies significantly decreased(P<0.001).Compared with the si-circASAP1+anti-miR-NC group,the si-circASAP1+anti-miR-4500 group showed significantly decreased miR-4500 expression,cleaved-caspase3 protein levels,cleaved-caspase9 protein levels,and the apoptosis rate,while the OD values and the number of col-onies significantly increased(P<0.001).Conclusion The expression of circASAP1 is increased,while that of miR-4500 is decreased in osteosarcoma tissues.Moreover,circASAP1 promotes the proliferation and inhibits the apoptosis of osteosarcoma cells by targeting miR-4500.
9.Construction and validation of a predictive model for early acute kidney injury in patients with cardiac arrest after cardiopulmonary resuscitation
Jinxiang WANG ; Luogang HUA ; Muming YU ; Lijun WANG ; Heng JIN ; Guowu XU
Chinese Journal of Emergency Medicine 2025;34(1):17-24
Objective:To construct a nomogram model for predicting the occurrence of acute kidney injury (AKI) in patients with cardiac arrest (CA) after cardiopulmonary resuscitation (CPR), and to verify its validity for early prediction.Methods:The study retrospectively included patients aged 18 years and older who received CPR for CA and were admitted to the emergency room of Tianjin Medical University General Hospital from February 2016 to September 2023. The general information, underlying diseases, resuscitation related indicators, and first laboratory test results of patients were collected. The patients were randomly divided into training and validation groups at a ratio of 7:3. AKI diagnosis was based on the diagnostic criteria of the Kidney Disease Improving Global Outcomes. Univariate and multivariate logistic regression models were used to identify independent risk factors for AKI in patients with cardiac arrest, and a nomogram was constructed on the basis of the independent risk factors. The predictive performance was evaluated by the area under the curve (AUC) of the receiver operating characteristic. The calibration curve, decision curve and clinical impact curve were used to evaluate the model. Bootstrap and cross validation methods were used for internal validation.Results:A total of 527 patients with cardiac arrest were included in the study, 230 patients developed AKI, with an AKI incidence of 43.6%. There was no statistically significant difference in clinical baseline data between the training and validation groups (all P>0.05), indicating comparability between the two groups of data. Multivariate logistic analysis revealed that age ( OR=1.346, 95% CI: 1.197-1.543, P<0.001), CA to CPR time ( OR=2.214, 95% CI: 1.512-3.409, P=0.016), adrenaline dosage ( OR=1.921, 95% CI: 1.383-2.783, P=0.004), APACHE-Ⅱ score ( OR=1.531, 95% CI: 1.316-1.820, P<0.001), baseline creatinine ( OR=1.137, 95% CI: 1.090-1.196, P<0.001), and lactate ( OR=2.558, 95% CI: 1.680-4.167, P<0.001) were the independent risk factors for AKI in patients with cardiac arrest. Initial defibrillable rhythm ( OR=0.214, 95% CI: 0.051-0.759, P=0.023) was a protective factor for AKI in patients with cardiac arrest. A nomogram prediction model was constructed based on the above variables. The AUC of the training group was 0.943 (95% CI: 0.921-0.965) and that of the validation group was 0.917 (95% CI: 0.874-0.960). This prediction model demonstrated good discrimination, calibration and clinical applicability. Conclusions:A nomogram predictive model was constructed on the basis of age, CA to CPR time, initial defibrillable rhythm, adrenaline dosage, the APACHE-Ⅱ score, and baseline creatinine and lactate levels. This nomogram has good predictive value for the early occurrence of AKI in patients with cardiac arrest after cardiopulmonary resuscitation, which can provide new strategies for the early identification of AKI and precise intervention.
10.Interactive network dynamic nomogram for predicting poor neurological outcomes of post-cardiac arrest brain injury patients
Guowu XU ; Jinxiang WANG ; Heng JIN ; Lijun WANG ; Muming YU
Chinese Journal of Emergency Medicine 2025;34(5):684-691
Objective:To develop and validate an interactive network dynamic nomogram for early prediction of poor neurological prognosis in patients with post-cardiac arrest brain injury (PCABI).Methods:A retrospective study was conducted on hospitalized patients who achieved return of spontaneous circulation after cardiac arrest at Tianjin Medical University General Hospital between January 2020 and April 2024. Patients were classified into favorable and poor prognosis groups based on the Glasgow-Pittsburgh Cerebral Performance Category at discharge. Eligible patients were randomly assigned to a training cohort and an internal validation cohort in a 7:3 ratio. Univariate and multivariate logistic regression analyses were performed to identify independent predictors of poor neurological outcomes in PCABI, which were subsequently used to develop a nomogram prediction model. The predictive performance of the nomogram was evaluated by comparing its area under the curve (AUC) of receiver operating characteristic with those of individual predictors using the DeLong test. Model calibration and clinical utility were assessed using calibration curves and decision curve analysis, respectively. Internal validation was conducted, and an interactive dynamic nomogram was developed using web-based visualization techniques.Results:A total of 276 PCABI patients were enrolled (training set: 196; validation set: 80), with 82 cases (29.7%) classified as poor prognosis. Multivariate logistic regression analysis identified age ( OR=1.071, 95% CI: 1.021-1.124, P=0.005), APACHEⅡ score ( OR=1.746, 95% CI: 1.393-2.190, P<0.001), initial shockable rhythm ( OR=0.142, 95% CI: 0.025-0.819, P=0.029), defibrillation ( OR=0.228, 95% CI: 0.060-0.869, P=0.030), cardiopulmonary resuscitation duration ( OR=2.116, 95% CI: 1.487-3.010, P<0.001), and lactate level ( OR=1.392, 95% CI: 1.005-1.927, P=0.047) as independent predictors of poor neurological outcomes in PCABI. A nomogram prediction model was developed based on these factors, achieving an AUC of 0.965 (95% CI: 0.939-0.989) in the training cohort and 0.987 (95% CI: 0.967-1.000) in the internal validation cohort. The nomogram demonstrated significantly superior predictive performance compared to individual predictors ( P<0.001) and exhibited excellent discrimination, calibration, and clinical net benefit. The interactive dynamic nomogram, developed through web-based visualization, further enhanced its applicability in clinical practice. Conclusions:The interactive network dynamic nomogram, developed based on age, APACHEⅡ score, initial shockable rhythm, defibrillation, cardiopulmonary resuscitation duration, and lactate level, demonstrated favorable predictive value for poor neurological outcomes in PCABI. This tool facilitates clinical application and offers a novel strategy for early identification and targeted interventions in high-risk patients.

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