1.Fine-Med-Mental-T&P: a dual-track approach for high-quality instructional datasets of mental disorders in traditional Chinese medicine
Yanbai WEI ; Xiaoshuo JING ; Junfeng YAN
Digital Chinese Medicine 2026;9(1):31-42
Objective:
To investigate methods for constructing a high-quality instructional dataset for traditional Chinese medicine (TCM) mental disorders and to validate its efficacy.
Methods:
We proposed the Fine-Med-Mental-T&P methodology for constructing high-quality instruction datasets in TCM mental disorders. This approach integrates theoretical knowledge and practical case studies through a dual-track strategy. (i) Theoretical track: textbooks and guidelines on TCM mental disorders were manually segmented. Initial responses were generated using DeepSeek-V3, followed by refinement by the Qwen3-32B model to align the expression with human preferences. A screening algorithm was then applied to select 16 000 high-quality instruction pairs. (ii) Practical track: starting from over 600 real clinical case seeds, diagnostic and therapeutic instruction pairs were generated using DeepSeek-V3 and subsequently screened through manual evaluation, resulting in 4 000 high-quality practice-oriented instruction pairs. The integration of both tracks yielded the Med-Mental-Instruct-T&P dataset, comprising a total of 20 000 instruction pairs. To validate the dataset’s effectiveness, three experimental evaluations (both manual and automated) were conducted: (i) comparative studies to compare the performance of models fine-tuned on different datasets; (ii) benchmarking to compare against mainstream TCM-specific large language models (LLMs); (iii) data ablation study to investigate the relationship between data volume and model performance.
Results:
Experimental results demonstrate the superior performance of T&P-model fine-tuned on the Med-Mental-Instruct-T&P dataset. In the comparative study, the T&P-model significantly outperformed the baseline models trained solely on self-generated or purely human-curated baseline data. This superiority was evident in both automated metrics (ROUGE-L > 0.55) and expert manual evaluations (scoring above 7/10 across accuracy). In benchmark comparisons, the T&P-model also excelled against existing mainstream TCM LLMs (e.g., HuatuoGPT and ZuoyiGPT). It showed particularly strong capabilities in handling diverse clinical presentations, including challenging disorders such as insomnia and coma, showcasing its robustness and versatility. Data ablation studies showed that T&P-model performance had an overall upward trend with minor fluctuations when training data increased from 10% to 50%; beyond 50%, performance improvement slowed significantly, with metrics plateauing and approaching a saturation point.
Conclusion
This study has successfully constructed the specialized Med-Mental-Instruct-T&P instruction dataset for TCM mental disorders proposed the systematic Fine-Med-Mental-T&P methodology for its development, effectively addressing the critical challenge of high-quality, domain-specific data scarcity in TCM, and providing essential data support for developing intelligent TCM diagnostic and therapeutic systems.
2.Epidemiological characteristics and spatial-temporal aggregation of scarlet fever in Nantong City in 2009 - 2023
Chao BAO ; Junfeng MIAO ; Enhui ZHAO ; Zhenzhen LIU ; Wuhong ZHANG ; Ye WEI
Journal of Public Health and Preventive Medicine 2026;37(2):40-44
Objective To analyze the epidemiological characteristics and spatial-temporal clustering trend of scarlet fever in Nantong from 2009 to 2023, and to provide a scientific basis for scarlet fever prevention and control. Methods The incidence data of scarlet fever in Nantong from 2009 to 2023 were analyzed. Descriptive analysis, seasonal index method and Joinpoint 5.2.0 software were used to analyze epidemiological characteristics. Spatial-temporal clustering was assessed with SaTScan 10.2.5 software. Results The average annual incidence of scarlet fever in Nantong from 2009 to 2023 was 6.54/100 000. The overall morbidity rate of scarlet fever in Nantong had an increasing trend from 2009 to 2019 with an average annual percentage change of 14.55% (t=3.36,P<0.05). The cases mainly occurred during late spring to early summer and late autumn to early winter. Students, preschool children and scattered children were the main scarlet fever population. The average annual incidence of males was significantly higher than that of females (χ2=7.00, P<0.05). Rugao City, Chongchuan District and Tongzhou District were identified as high-incidence areas, accounting for 76.51% of all reported cases. Spatial-temporal scan analysis indicated that Rugao City and Chongchuan District were primary cluster areas, spanning from 2015 to 2021 (RR=3.77, LLR=1 308.07, P<0.05). Conclusion The number of reported cases of scarlet fever in Nantong City from 2009 to 2023 shows epidemic and spatial clustering, mainly concentrated in the central urban area and adjacent counties (cities). It is necessary to strengthen health education and disease surveillance in high-incidence areas, as well as in key institutions and key populations before epidemic peaks.
3.Application value of gene-modified mesenchymal stem cells in liver diseases
Tingting ZHAO ; Junfeng LI ; Dan ZHOU ; Xiaoqin GAO ; Wei YUE ; Ruqin WANG ; Liting ZHANG
Journal of Clinical Hepatology 2025;41(6):1220-1226
The immunomodulatory, repair, and regeneration-promoting functions of mesenchymal stem cells make them one of the potential treatment methods for liver diseases. At present, viral and non-viral delivery methods have been developed to genetically modify mesenchymal stem cells, and gene modification can promote the survival, homing, and cytokine secretion of mesenchymal stem cells, thereby enhancing the ability of mesenchymal stem cells to treat liver diseases. This article mainly summarizes the research advances in gene-modified mesenchymal stem cells in the treatment of liver diseases, in order to provide new insights and strategies for the clinical treatment of liver diseases.
4.Effect of electroacupuncture on learning and memory abilities in vascular dementia rats via the NCOA4/FTH1 signaling pathway-mediated ferritinophagy.
Wei SUN ; Yinghua CHEN ; Tong WU ; Hongxu ZHAO ; Haoyu WANG ; Ruiqi QIN ; Xiaoqing SU ; Junfeng LI ; Yuanyu SONG ; Yue MIAO ; Xinran LI ; Yusheng HAN
Chinese Acupuncture & Moxibustion 2025;45(9):1271-1280
OBJECTIVE:
To observe the effect of electroacupuncture at "Sishencong" (EX-HN1) and "Fengchi" (GB20) on hippocampal neuronal ferritinophagy mediated by the nuclear receptor coactivator 4 (NCOA4)/ferritin heavy chain 1 (FTH1) signaling pathway in vascular dementia (VD) rats, and to explore the potential mechanisms of electroacupuncture for VD.
METHODS:
A total of 60 male rats of SPF grade were randomly divided into a blank group (12 rats), a sham surgery group (12 rats) and a modeling group (36 rats). In the modeling group, the modified 4-vessel occlusion method was used to establish the VD model. The 24 successfully modeled rats were randomly divided into a model group and an electroacupuncture group, with 12 rats in each group. In the electroacupuncture group, electroacupuncture was applied at left and right "Sishencong" (EX-HN1), and bilateral "Fengchi" (GB20), with continuous wave, in frequency of 2 Hz and current intensity of 1 mA, 30 min a time, once daily for 21 consecutive days. The learning and memory abilities were assessed using the Morris water maze test before modeling, after modeling and after intervention, as well as the novel object recognition test after intervention. After intervention, the neuronal morphology in the hippocampus was observed by Nissl staining; the iron deposition was observed by Prussian blue staining; the reactive oxygen species (ROS) level was detected by dihydroethidium (DHE) fluorescence staining; the levels of iron, malondialdehyde (MDA) and superoxide dismutase (SOD) in the hippocampal tissue were measured by the colorimetric assay, TBA method, and WST-1 method, respectively; the positive expression of NCOA4, FTH1 and glutathione peroxidase 4 (GPX4) was detected by immunohistochemistry; the protein expression of NCOA4, FTH1, GPX4, and the ratio of microtubule-associated protein 1 light chain 3B (LC3B) Ⅱ/Ⅰ in the hippocampus were detected by Western blot.
RESULTS:
Compared with the sham surgery group, in the model group, the escape latency was prolonged, and the number of platform crossings reduced (P<0.01), the recognition index (RI) was decreased (P<0.01); the hippocampal neurons displayed a blurred laminar structure, disorganized cellular arrangement, and the number of Nissl bodies was decreased (P<0.01); the percentage of iron deposition area in the hippocampus was increased (P<0.01); in the hippocampus, the levels of ROS, iron, MDA, and the protein expression of NCOA4, as well as the LC3B Ⅱ/Ⅰ ratio were increased (P<0.01), the SOD level, and the protein expression of FTH1 and GPX4 were decreased (P<0.01). Compared with the model group, in the electroacupuncture group, the escape latency was shortened and the number of platform crossings was increased (P<0.01), the RI was increased (P<0.01); the hippocampal neurons exhibited more regular morphology, better-organized cellular structure, and the number of Nissl bodies was increased (P<0.05); the percentage of iron deposition area in the hippocampus reduced (P<0.01); in the hippocampus, the levels of ROS, iron, MDA, and the protein expression of NCOA4, as well as the LC3B Ⅱ/Ⅰ ratio were decreased (P<0.01, P<0.05), the SOD level, and the protein expression of FTH1 and GPX4 were increased (P<0.01).
CONCLUSION
Electroacupuncture at "Sishencong" (EX-HN1) and "Fengchi" (GB20) can improve learning and memory abilities in VD rats, and its mechanism may be associated with the regulation of the hippocampal NCOA4/FTH1 signaling pathway, inhibition of ferritinophagy, and alleviation of oxidative stress damage.
Animals
;
Electroacupuncture
;
Dementia, Vascular/genetics*
;
Male
;
Rats
;
Signal Transduction
;
Humans
;
Memory
;
Rats, Sprague-Dawley
;
Nuclear Receptor Coactivators/genetics*
;
Ferritins/genetics*
;
Learning
;
Hippocampus/metabolism*
;
Acupuncture Points
5.Treating premature ejaculation combined with anxiety and depression based on the "four-dimensional integration" of the "holism of body and spirit" theory
Yi WEI ; Zhiming HONG ; Junfeng QIU ; Zilong CHEN ; Hao KUANG ; Yangling ZENG ; Quan WANG ; Wenbin ZHOU
Journal of Beijing University of Traditional Chinese Medicine 2025;48(3):418-423
Premature ejaculation refers to a sexual dysfunction in which men experience a short intravaginal ejaculation latency and a lack of control over ejaculation during sexual activity. The onset of this condition is often accompanied by anxiety and depression, which can seriously affect the quality of the patient′s sexual life and the relationship between partners. Based on the "integration of body and spirit" theory in traditional Chinese medicine, our team believes that this condition is a comorbidity of physical and spiritual factors. We propose that the core pathogenesis of this disease lies in the "loss of form and essence, impairment of spirit, and depression of the mind, "while the primary treatment principle involves "nourishing form and regulating spirit." As a result, a new diagnosis and treatment approach of "four-dimensional integration" is summarized in this study. The disease is treated through the four dimensions of shape, body, spirit, and emotion. Traditional Chinese medicine is used to adjust the shape in cases where the physical form is damaged. For individuals with depression of heart and liver qi, the treatment focuses on soothing the heart and smoothing liver qi, and the modified Wangyou Powder and Xuanzhi Decoction is used. In cases where the heart and kidney function are compromised, the treatment involves nourishing both the heart and kidney while restoring interaction between the heart and the kidney, and modified Jihuo Yansi Elixir is used. To reduce the sensitivity of the glans penis, the patient′s body is washed with a traditional Chinese medicine formula, and a delicate fumigation formula is decocted for external washing. For those who are not in tune with their god, psychological counseling can be used to regulate their spirit and advocate "self-partner" and psychotherapy. If there are issues with intimacy, partners should focus on cooperating during foreplay, sexual intercourse, and post-coital interactions. Overall, the treatment aims to harmonize the body and spirit, addressing both physical and psychological factors through a comprehensive, multi-dimensional approach. This method provides new perspectives and ideas for the clinical diagnosis and treatment of this condition.
6.Clinical efficacy of autologous adipose-derived stem cell gel grafting in the treatment of depressed acne scars
Weinan GUO ; Junxia WANG ; Hui CHEN ; Junfeng HAO ; Bing LI ; Jingyi WEI ; Tao ZHAO
Chinese Journal of Dermatology 2025;58(2):167-169
Objective:To investigate the clinical efficacy of autologous adipose-derived stem cell gel (SVF-gel) grafting in the treatment of depressed acne scars.Methods:A retrospective analysis was conducted on data collected from 28 patients who underwent SVF-gel grafting treatment for depressed acne scars in the Department of Dermatology, Xijing Hospital, Air Force Medical University from October 2018 to May 2021. There were 17 males and 11 females, aged 17 - 38 (26 ± 4.86) years. As for clinical types, 8 patients were diagnosed with boxcar acne scars, 14 with rolling acne scars, and 6 with acne scars with characteristics of the two types. The clinical acne scar weighted scale (ECCA scale) was used to evaluate the appearance improvement after the treatment, and patients′ subjective satisfaction scores and incidence of adverse reactions were recorded.Results:After the SVF-gel grafting, the facial appearance of patients with depressed acne scars significantly improved, and the ECCA scores significantly decreased 6 months after surgery (before surgery: 52.5 ± 15.8 points; 6 months after surgery: 23.8 ± 10.2 points; t = 11.68, P < 0.001). The subjective satisfaction rate of patients was 82.14% (23/28), the incidence rate of adverse reactions was 17.86% (5/28), and 5 patients experienced mild inflammatory reactions after surgery, including 2 with subcutaneous nodules. The secondary grafting rate was 67.86% (19/28) . Conclusion:The SVF-gel grafting was markedly effective for the treatment of depressed acne scars, which is worthy of clinical promotion and application.
7.Application of 3D digital hologram and intraoperative navigation technology in laparoscopic partial nephrectomy
Cunyao LI ; Xiaoliang YANG ; Can WEI ; Wei QI ; Junfeng JING ; Yanbin ZHANG
The Journal of Practical Medicine 2025;41(14):2191-2198
Objective To evaluate the feasibility and effectiveness of 3D digital holographic imaging combined with intraoperative navigation technology in the context of partial nephrectomy.Methods A total of 46 patients who underwent laparoscopic partial nephrectomy in the Department of Urology at the Second People's Hospital of Hefei City between June 2023 and January 2025 were randomly assigned to either the experimental group or the control group.The experimental group(n=23)utilized preoperative planning and intraoperative real-time navigation based on 3D digital holographic imaging,whereas the control group(n=23)relied on preoperative planning using optimized two-dimensional images obtained via contrast-enhanced CT and MRI scans.Preoperative data—including gender,age,body mass index(BMI),tumor diameter,and RENAL score—were collected.Intra-operative parameters such as total operative time,warm ischemia time,intraoperative blood loss,hemoglobin levels,postoperative hospitalization duration,and time to drain removal were recorded.Renal function changes were assessed by comparing serum creatinine levels and estimated glomerular filtration rates(eGFR)before surgery and one month post-surgery.Additionally,the incidence of intraoperative complications—particularly injury to the renal collecting system—and postoperative complications—including positive surgical margins,bleeding,subcutaneous emphysema,and urinary fistula—was analyzed.Results In this study,holographic images were successfully reconstructed for 23 patients with renal tumors in the experimental group.Each anatomical structure—including the kidney and tumor lesions,collecting system,renal arteries and veins,adrenal glands,and inferior vena cava—was color-coded to enable intuitive visualization.These images were used for preoperative planning and provided real-time spatial orientation to accurately locate and guide resection of the tumor during surgery.In the control group,23 patients underwent preoperative planning based on contrast-enhanced CT and MRI scans acquired using optimized parameters.All 46 patients underwent laparoscopic partial nephrectomy performed by the same qualified surgeon,and postoperative pathological analysis confirmed renal tumors,including 27 cases of clear cell carcinoma,7 cases of chromophobe cell carcinoma,5 cases of papillary cell carcinoma,2 cases of sarcomatoid carcinoma,and 5 cases of angiomyolipoma.No significant differences were observed in baseline clinical characteristics(including age,body mass index,tumor diameter,and RENAL score)between the two groups(P>0.05).The experimental group showed significantly lower values in total operative time,warm ischemia time,intraoperative blood loss,pre-to postoperative hemoglobin changes,and pre-surgical to one-month post-surgical creatinine changes compared to the control group(P<0.01).Additionally,the experimental group exhibited smaller changes in hospitalization duration,time to drain removal,and glomerular filtration rate from preoperative to one month post-surgery;however,these differences were not statistically significant(P=0.175,P=0.331,and P=0.273).There were no intraop-erative complications or damage to the collecting system in either the experimental or control groups.Postopera-tively,the control group experienced one case of positive surgical margin,one case of hemorrhage,and one case of subcutaneous emphysema.No statistically significant differences were observed between the groups(P>0.05).Conclusions 3D digital holographic imaging combined with intraoperative navigation technology,based on the fusion of MRI and CT data,facilitates preoperative planning and precise intraoperative guidance.This approach helps reduce operative time,preserve renal function,and lower perioperative risks while ensuring therapeutic efficacy.
8.Analysis of clinical features of nasal pleomorphic adenoma
Shengnan ZHANG ; Lin WANG ; Xuehui LI ; Longgang YU ; Xudong YAN ; Junfeng WEN ; Zhaoxia WEI ; Yan JIANG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2025;60(1):42-46
Objective:To analyze the clinical features of nasal pleomorphic adenoma and to share clinical insights into its diagnosis and treatment.Methods:This was a case series study. Clinical data of 12 patients with nasal pleomorphic adenoma, confirmed by histopathology, admitted to the Department of Otorhinolaryngology Head and Neck Surgery, Affiliated Hospital of Qingdao University from 2014 to 2023, were retrospectively analyzed. This cohort included 3 males and 9 females, aged 12-84 years old. The pathogenesis, clinical manifestations, imaging features, pathological features, treatment methods and prognosis were analyzed.Results:Among the 12 patients with nasal pleomorphic adenoma, the most common symptom was nasal obstruction (8 cases), and the most common site was nasal septum (7 cases). Of the 12 patients, 9 had benign tumors, and 3 had malignant tumors. Postoperative follow-up ranged from 10 months to 9 years. One benign case recurred at 5 years after surgery and was left untreated after recurrence. The remaining 11 cases had shown no recurrence to date.Conclusions:Nasal pleomorphic adenoma is rare in clinical practice, typically occurring in the nasal septum. The primary symptom is nasal obstruction. Diagnosis is primarily based on histopathology, and surgical resection is the primary treatment.
9.Pathogenesis,syndrome differentiation,and treatment of chronic prostatitis based on the"host-guest interaction-collateral disease"theory
Yi WEI ; Zhiming HONG ; Junfeng QIU ; Zilong CHEN ; Shengjie WANG ; Wenshuo CHEN ; Lianqin ZHANG ; Chunxiu CHEN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):979-984
Chronic prostatitis,a common condition in andrology,is clinically characterized by a prolonged course,resistance to treatment,and frequent recurrence.In traditional Chinese medicine,it is classified under the categories of"turbid sperm,""overstrain strangury,"and"vaginal pain."Based on the"host-guest interaction-collateral disease"theory,we believe that healthy qi deficiency,latent pathogenic factors,and collateral obstruction are the primary pathological factors of this disease,which run through the entire process of chronic prostatitis occurrence and development.Accordingly,we propose that obstruction of collaterals and apathesia of the semen chamber are the core pathogenesis.The disease progression can be divided into three pathological stages:"deficiency,depression,and blood stasis."Spleen and kidney deficiency and malnutrition of collaterals form the pathological foundation.In the deficiency stage,treatment strategies involve reinforcing qi and nourishing the collaterals,using Fuzheng Yangrong Decoction.During disease progression,dampness and heat invasion,as well as collateral stagnation qi,are key contributors to disease progression.Thus,treatment focuses on clearing heat and dampness,promoting qi flow,and smoothing the collaterals,achieved with a modified Qiantongding Decoction.In the final stage,blood stasis and collateral obstruction dominate,warranting therapeutic strategies aimed at tonifying and removing blood stasis,addressing both the body and the collaterals simultaneously using the modified Guiling Huayu Decoction.Overall,the clinical treatment generally focuses on the concept of function through free flow,combination of unblocking and tonifying.This study provides a novel perspective and reference for clinical differentiation and treatment of chronic prostatitis.
10.Analysis of the influencing factors of early neurological deterioration and short-term prognosis in minor acute ischemic stroke patients
Longsheng CHU ; Xianjun HUANG ; Chenglei WANG ; Bohao WEI ; Yuepei GAO ; Ameng LI ; Ke YANG ; Junfeng XU ; Xianjin SHANG ; Zhiming ZHOU
Chinese Journal of Cerebrovascular Diseases 2025;22(8):524-536
Objective To investigate the influencing factors associated with early neurological deterioration(END)in patients with minor acute ischemic stroke(mAIS),develop a clinical prediction model for END,and identify independent risk factors for 90-day neurological functional outcomes after stroke.Methods mAIS patients admitted consecutively to the Department of Neurology,Yijishan Hospital of Wannan Medical College(the First Affiliated Hospital of Wannan Medical College),from July 2023 to July 2024 were retrospectively collected.A minor ischemic stroke was defined as acute ischemic stroke with a National Institutes of Health stroke scale(NIHSS)score≤5 on admission.Baseline,clinical,and imaging data of all mAIS patients were collected and recorded,including demographic information(age,sex),past medical history(hypertension,diabetes mellitus,hyperlipidemia,coronary heart disease,atrial fibrillation),smoking history,alcohol consumption,baseline blood pressure,pre-onset modified Rankin scale(mRS),NIHSS scores at admission and during hospitalization(24 hours,48 hours,72 hours after admission),motor component subscore of the NIHSS scores,NIHSS scores at discharge,trial of Org 10172 in acute stroke treatment(TOAST)classification,laboratory indicators(fasting blood glucose,hemoglobin A1c[HbA1c],total cholesterol,triglycerides,high-density lipoprotein,low-density lipoprotein),clinical treatment information(intravenous thrombolysis,mono antiplatelet therapy,dual antiplatelet therapy,anticoagulation therapy)and length of stay.The status of stenosis and occlusion in the culprit vessel were assessed based on imaging results.Mild-to-moderate stenosis was defined as a stenosis rate of 0%to 69%,severe stenosis as a stenosis rate of 70%to 99%,and occlusion as complete interruption of the supplying artery.END was defined as an increase in NIHSS score of ≥2 points from baseline within 72 hours after admission,combined with an increase of at least 1 point in the motor score compared to the score at admission.Prognosis was assessed via telephone follow-ups at 90-day after onset using mRS score,with an mRS score ≤ 2 indicating a favorable outcome and an mRS score>2 indicating a poor outcome.Variables with P<0.05 in the univariate analysis were incorporated into multivariate Logistic regression analysis to identify the independent risk factors for END in mAIS patients.A nomogram model was constructed,and calibration curves along with decision curve analysis were plotted to evaluate the model's goodness-of-fit and clinical utility.Univariate and multivariate Logistic regression analyses were performed to identify factors associated with poor 90-day functional outcome after mAIS.Results(1)A total of 826 patients were included,aged 33-94 years,with a median age of 67(57,76)years.There were 571 males and 255 females.The NIHSS score at admission ranged from 0 to 5,with a median NIHSS score at admission of 3(2,4).The NIHSS motor subscore at admission ranged from 0 to 5,with a median baseline NIHSS motor score of 2(0,2).Among them,119 patients(14.4%)were in the END group and 707 patients(85.6%)were included in the non-END group.At 90days after stroke,744 patients(90.1%)had a favorable outcome,while 82 patients(9.9%)had a poor outcome.(2)Univariate analysis showed that there were statistically significant differences between the END group and the non-END group in terms of HbA1c,fasting blood glucose,baseline NIHSS score,baseline NIHSS motor subscore,history of alcohol consumption,diabetes mellitus,culprit vessel stenosis and occlusion,and TOAST classification(all P<0.05).Statistically significant differences were observed between the favorable outcome group and the poor outcome group in HbA1c,fasting blood glucose,incidence of END,baseline NIHSS score,discharge NIHSS score,culprit vessel stenosis and occlusion,TOAST classification,and history of alcohol consumption(all P<0.05).(3)Multivariate Logistic regression analysis indicated that mAIS patients with severe stenosis of the culprit vessel(OR,5.88,95%CI2.32-14.91,P<0.01),occlusion of the culprit vessel(OR,5.74,95%CI 2.25-14.62,P<0.01),history of alcohol consumption(OR,5.59,95%CI3.41-9.17,P<0.01),elevated HbA1c(OR,1.67,95%CI 1.35-2.08,P<0.01),and higher baseline NIHSS motor score(OR,1.43,95%CI 1.08-1.89,P=0.012)had an increased risk of END.A higher discharge NIHSS score(OR,2.59,95%CI 1.89-3.57,P<0.01)and the occurrence of END(OR,18.42,95%CI 5.13-66.18,P<0.01)were associated with poor 90-day functional outcome after mAIS.(4)The nomogram model constructed based on independent risk factors of END in mAIS patients demonstrated an AUC of 0.78(95%CI 0.73-0.83)for predicting END,with a sensitivity of 0.8 and a specificity of 0.7.The model showed good calibration,and the Hosmer-Lemeshow test indicated good agreement between predicted and observed values(P=0.333).Decision curve analysis revealed that the model provided a high net benefit across a range of high-risk thresholds(0.1-0.7),suggesting its potential clinical utility.Conclusions Severe stenosis of the culprit vessel,occlusion of the culprit vessel,glycated hemoglobin levels,baseline NIHSS motor subscale scores,and history of alcohol consumption are independent risk factors for END in patients with mAIS.The nomogram model constructed based on these factors demonstrated good predictive performance.END and NIHSS scores at discharge are independent predictors of poor 90-day outcomes in patients with mAIS.


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