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Inflammation meets insulin resistance: the role of the CRP-triglyceride-glucose index in association with frailty among middle-aged and older adults in China. 炎症与胰岛素抵抗:crp -甘油三酯-葡萄糖指数在中国中老年人群中与虚弱相关的作用
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-02 DOI: 10.1186/s40001-026-03951-7
Wei Yan, Jing Zhao, Qianyi Hao, Shenghua Zhou, Zhenmin Lang, Guodong Gao, Fan Yang, Dingyu Wang

Background: Chronic inflammation and insulin resistance underpin frailty; the C-reactive protein-triglyceride-glucose index (CTI) integrates these processes. We assessed the association between CTI and frailty in a nationally representative Chinese population.

Methods: We analyzed 9,555 adults aged ≥ 45 years from the nationally representative 2015 China Health and Retirement Longitudinal Study (CHARLS). Frailty was assessed using a 32-deficit frailty index (FI), computed on a 0-1 scale and multiplied by 100 for presentation (scaled from 0 to100); frailty was defined as FI ≥ 25 (equivalently ≥ 0.25).Associations were estimated using survey-weighted linear regression (FI, continuous) and survey-weighted logistic regression (frailty). Nonlinearity was examined with restricted cubic splines; where supported, segmented regression was used to identify an inflection point.

Results: Each 1-unit higher CTI was associated with a 0.71-point higher FI (95% CI 0.37-1.05; p < 0.001) and 15% higher odds of frailty (OR, 1.15; 95% CI 1.04-1.27; p = 0.006). Compared with the lowest tertile, the highest tertile had a higher FI (β, 0.91; 95% CI 0.30-1.51; p = 0.0035) and greater odds of frailty (OR, 1.22; 95% CI 1.02-1.45; p = 0.029). Spline analyses demonstrated an overall positive association; piecewise models identified a threshold near CTI ≈7.95 (null association below; positive above).

Conclusions: CTI is independently associated with frailty in a population-representative cohort. Therefore, CTI-based approaches may facilitate risk stratification in aging populations, while longitudinal validation is warranted to establish prognostic value.

背景:慢性炎症和胰岛素抵抗是虚弱的基础;c反应蛋白-甘油三酯-葡萄糖指数(CTI)整合了这些过程。我们在一个具有全国代表性的中国人群中评估了CTI与虚弱之间的关系。方法:我们分析了具有全国代表性的2015年中国健康与退休纵向研究(CHARLS)中9555名年龄≥45岁的成年人。使用32缺陷虚弱指数(FI)评估虚弱,以0-1的比例计算,并乘以100表示(从0到100缩放);虚弱定义为FI≥25(等效≥0.25)。使用调查加权线性回归(FI,连续)和调查加权逻辑回归(脆弱性)估计相关性。用受限三次样条检验非线性;在支持的地方,分段回归被用来识别拐点。结果:CTI每升高1个单位,FI升高0.71点(95% CI 0.37-1.05; p)。结论:在具有人口代表性的队列中,CTI与虚弱独立相关。因此,基于ct的方法可能有助于老年人群的风险分层,而纵向验证是有必要的,以建立预后价值。
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引用次数: 0
Nanoscopic long head of the biceps tendon tenotomy under suprascapular nerve block: a feasibility study. 肩胛上神经阻滞下的纳米二头肌肌腱长头切断术的可行性研究。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-02 DOI: 10.1186/s40001-026-03924-w
Jędrzej Lesman, Błażej Wójtowicz, Michał Szufnara, Cezary Błoch, Marcin Domżalski

Background: Pathology of the long head of the biceps tendon (LHBT) is a common source of anterior shoulder pain. Nanoscopic techniques allow minimally invasive tenotomy under local or regional anesthesia. Suprascapular nerve block (SSNB) provides targeted intraarticular analgesia and may facilitate awake shoulder procedures.

Purpose: To evaluate the feasibility, procedural tolerance, visualization quality, and short-term clinical outcomes of nanoscopic LHBT tenotomy performed under SSNB in elderly patients with isolated LHBT-related pain.

Methods: Eight patients (mean age 72.5 ± 2.7 years; range 68-76) with ≥ 12 months of isolated LHBT-related pain were included after screening 30 candidates. All had LHBT tendinopathy or partial tear confirmed by ultrasound or MRI and had failed ≥ 3 physiotherapy cycles and ≥ 2 corticosteroid injections. Procedures were performed with the Arthrex NanoScope under ultrasound-guided SSNB (6 mL). Pain (VAS) and function (Constant Score, CS) were recorded preoperatively and at 1 day, 2 weeks, and 6 weeks postoperatively. Exploratory one-way ANOVA was used to assess temporal improvements.

Results: All procedures were completed without sedation, conversion, or complications. Mean operative time was 12 min. VAS improved from 7.8 preoperatively to 4.2 (day 1), 4.0 (2 weeks), and 3.4 (6 weeks). CS improved from 51.5 to 68.4, 70.2, and 71.8, respectively. ANOVA demonstrated significant temporal change (VAS: F = 158.4, p < 0.0001; CS: F = 355.5, p < 0.0001). Visualization quality averaged 4.5/5. Mean patient satisfaction at 6 weeks was 4.6/5, with return to daily activity at 10 days. No Popeye deformity was observed.

Conclusion: Nanoscopic LHBT tenotomy under SSNB is feasible, safe, and well tolerated in elderly patients selected for isolated LHBT pathology. Early pain and function outcomes improved consistently. Larger comparative studies with longer follow-up are required.

Level of evidence iv: Trial registration RNN/60/25/KE.

背景:二头肌肌腱长头的病理(LHBT)是前肩疼痛的常见来源。纳米技术允许在局部或区域麻醉下进行微创肌腱切开术。肩胛上神经阻滞(SSNB)提供有针对性的关节内镇痛,并可能促进清醒肩部手术。目的:评价SSNB下纳米LHBT肌腱切断术治疗老年孤立性LHBT相关疼痛的可行性、手术耐受性、可视化质量和短期临床结果。方法:筛选30例候选患者,纳入8例孤立性lhbt相关疼痛≥12个月的患者(平均年龄72.5±2.7岁;范围68-76)。所有患者均有LHBT肌腱病变或部分撕裂,经超声或MRI证实,物理治疗周期≥3次,皮质类固醇注射≥2次失败。在超声引导的SSNB (6 mL)下使用Arthrex纳米镜进行手术。术前、术后1天、2周、6周分别记录疼痛(VAS)和功能(CS)。探索性单因素方差分析用于评估时间改善。结果:所有手术均完成,无镇静、转换或并发症。平均手术时间12分钟。VAS从术前7.8分提高到4.2分(第1天)、4.0分(2周)和3.4分(6周)。CS分别从51.5分提高到68.4分、70.2分、71.8分。方差分析显示有显著的时间变化(VAS: F = 158.4, p)。结论:在SSNB下,纳米下LHBT肌腱切断术对分离性LHBT病理的老年患者是可行、安全且耐受性良好的。早期疼痛和功能结果持续改善。需要更大规模的比较研究和更长时间的随访。证据等级iv:试验注册RNN/60/25/KE。
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引用次数: 0
Association of uric acid with endovascular treatment outcomes in acute ischemic stroke: a cohort study and meta-analysis. 尿酸与急性缺血性卒中血管内治疗结果的关联:一项队列研究和荟萃分析。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-02 DOI: 10.1186/s40001-026-03955-3
Baoying Song, Hongrui Ma, Yuanyuan Liu, Xiao Dong, Wenbo Hu, Yuan Kan, Yang Zhang, Miaowen Jiang, Yuan Wang, Yi Xu, Ming Li, Chuanjie Wu, Xunming Ji

Background: The impact of serum uric acid (UA) levels and fluctuations on functional outcomes following endovascular treatment (EVT) for acute ischemic stroke (AIS) is still controversial. This study investigated the relationship between the dynamic changes in UA levels during hospitalization and functional outcomes in patients with AIS who underwent EVT.

Methods: A single-center retrospective cohort study enrolled 962 AIS patients who received EVT at Xuanwu Hospital from January 2015 to January 2024. Multivariate logistic regression model and restricted cubic spline were used to analyze and explore the correlation between UA levels and functional outcomes. Additionally, a meta-analysis integrated current cohort evidence from three studies, involving 2353 patients. The primary outcome was the favorable outcome (modified Rankin scale scores[mRS] 0-2) during follow-up at day 90. The secondary outcomes included excellent outcome (mRS 0-1), symptomatic intracranial hemorrhage (sICH), any ICH, and all-cause mortality at day 90.

Results: In this cohort study, a significant inverse U-shaped nonlinear association was observed between baseline UA levels and favorable outcomes. When patients were classified into quartiles by ΔUA (ΔUA, between admission and lowest measurement during hospitalization), patients with the largest decrease in UA had significantly lower proportions of favorable and excellent outcomes at 90 days and a higher risk of any ICH, compared to those with an increase or minimal decrease in UA. Meta-analysis results showed that higher baseline UA levels were positively associated with excellent outcomes.

Conclusions: The baseline UA levels and their dynamic changes during hospitalization are correlated with the functional outcomes of stroke and may serve as predictors of intracranial hemorrhage risk and 90-day functional outcome in AIS patients undergoing EVT.

背景:血清尿酸(UA)水平和波动对急性缺血性卒中(AIS)血管内治疗(EVT)后功能结局的影响仍存在争议。本研究探讨了接受EVT的AIS患者住院期间UA水平的动态变化与功能结局之间的关系。方法:采用单中心回顾性队列研究,纳入2015年1月至2024年1月在宣武医院接受EVT治疗的962例AIS患者。采用多变量logistic回归模型和受限三次样条分析探讨UA水平与功能结局的相关性。此外,一项荟萃分析整合了来自三项研究的当前队列证据,涉及2353名患者。在第90天的随访中,主要结局为良好结局(修正Rankin量表评分[mRS] 0-2)。次要结局包括良好结局(mRS 0-1)、症状性颅内出血(sICH)、任何颅内出血和第90天的全因死亡率。结果:在这项队列研究中,基线UA水平与良好预后之间存在显著的反u形非线性关联。当通过ΔUA (ΔUA,从入院到住院期间最低测量值)将患者分为四分位数时,与UA增加或最小减少的患者相比,UA下降最大的患者在90天内的良好和优异结果的比例显着降低,任何ICH的风险更高。荟萃分析结果显示,较高的基线UA水平与良好的预后呈正相关。结论:基线UA水平及其住院期间的动态变化与脑卒中功能结局相关,可作为AIS患者行EVT后颅内出血风险和90天功能结局的预测指标。
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引用次数: 0
Evaluating the role of serum IL1R2 as a biomarker for diagnosis and prognostic stratification in sepsis. 评估血清IL1R2作为败血症诊断和预后分层的生物标志物的作用。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1186/s40001-026-03939-3
Yusheng Wang, Yuxian Wu, Zeping Jiang, Qian Lin, Min Wu, Jiansui Xu, Ting Sun, Meitang Wang, Yaoyang Liu, Yang Liu

Objective: This study aimed to identify novel sepsis biomarkers by evaluating serum interleukin-1 receptor type 2 (IL1R2) for its diagnostic and prognostic utility, in light of the limitations of current markers like PCT and CRP.

Methods: A single-center retrospective analysis was conducted involving 55 sepsis patients and 42 non-sepsis controls. Serum IL1R2 levels, measured via ELISA within 24 h of admission, were compared against clinical data, including SOFA scores, 28-day mortality, and laboratory parameters (PCT, CRP). Diagnostic performance was assessed using ROC curve analysis, while prognostic utility was determined via Kaplan-Meier analysis. A cecal ligation and puncture (CLP) was used to track IL1R2 dynamics over time.

Results: Sepsis patients exhibited significantly elevated serum IL1R2 levels compared to controls. IL1R2 demonstrated strong diagnostic power (AUC = 0.908), outperforming PCT and CRP. Furthermore, higher IL1R2 levels correlated with increased SOFA scores and predicted poorer 28-day survival. In the CLP model, serum IL1R2 rose within 4 h post-sepsis, peaked within 24 h, returned to baseline by day 3, and fell below normal by day 7.

Conclusion: Serum IL1R2 is a promising biomarker, offering a superior ability to correlate with disease severity and predict 28-day mortality.

目的:鉴于PCT和CRP等现有标志物的局限性,本研究旨在通过评估血清白细胞介素-1受体2型(IL1R2)的诊断和预后价值来鉴定新的脓毒症生物标志物。方法:对55例败血症患者和42例非败血症对照组进行单中心回顾性分析。入院24小时内通过ELISA测定的血清IL1R2水平与临床数据进行比较,包括SOFA评分、28天死亡率和实验室参数(PCT、CRP)。采用ROC曲线分析评估诊断效果,通过Kaplan-Meier分析确定预后效用。盲肠结扎穿刺(CLP)用于跟踪IL1R2随时间的动态。结果:与对照组相比,败血症患者血清IL1R2水平明显升高。IL1R2具有较强的诊断能力(AUC = 0.908),优于PCT和CRP。此外,较高的IL1R2水平与SOFA评分升高相关,并预测较差的28天生存率。在CLP模型中,血清IL1R2在脓毒症后4小时内升高,24小时内达到峰值,第3天恢复到基线水平,第7天降至正常水平以下。结论:血清IL1R2是一种有前景的生物标志物,具有与疾病严重程度相关和预测28天死亡率的卓越能力。
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引用次数: 0
Machine learning-based prognostic model for local control prediction in lung cancer patients undergoing stereotactic body radiation therapy: a preliminary study. 基于机器学习的肺癌患者立体定向放射治疗局部控制预测预后模型的初步研究。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1186/s40001-026-03960-6
Bao-Tian Huang, Pei-Xian Lin, Ying Wang, Li-Mei Luo

Purpose: Predicting local recurrence after stereotactic body radiation therapy (SBRT) for lung cancer remains challenging. This study aims to develop a machine learning (ML)-based prognostic model for local control (LC) prediction by comparing different ML algorithms.

Methods: Clinical data from 158 lung cancer patients treated with SBRT were retrospectively analyzed. Six ML methods, including Boruta, RSF, GBM, LASSO, CoxBoost, and univariate Cox regression were systematically applied to perform variables selection, and the final prognostic model was constructed using multivariate Cox regression analysis. A benchmark model incorporating clinical stage plus treatment dose was also used for comparison. The performance of different models was evaluated using the C-index, Akaike Information Criterion (AIC), and time-dependent AUC. The optimal model was further evaluated comprehensively through receiver operating characteristic (ROC) analysis, calibration plots assessment, and decision curve analysis (DCA). The evaluation was validated through internal cross-validation to ensure robust reliability.

Results: The LASSO-Cox model achieved the highest C-index (0.718) and time-dependent AUC, shared the lowest AIC with the CoxBoost-Cox model, and outperformed the conventional stage plus treatment dose model (0.718 vs. 0.634). The LASSO-Cox model demonstrated moderate discriminatory ability, good calibration (predicted vs. observed outcomes), and clinical utility in DCA.

Conclusions: ML demonstrates certain potential in LC prediction after SBRT. Nevertheless, it is worth noting that the study relies solely on internal validation and lacks external validation; therefore, further validation in independent cohorts is required before the model can be responsibly considered for clinical implementation.

目的:预测肺癌立体定向全身放射治疗(SBRT)后局部复发仍然具有挑战性。本研究旨在通过比较不同的机器学习(ML)算法,开发基于机器学习(ML)的局部控制(LC)预测模型。方法:回顾性分析158例肺癌患者接受SBRT治疗的临床资料。系统应用Boruta、RSF、GBM、LASSO、Cox boost和单变量Cox回归等6种ML方法进行变量选择,并采用多变量Cox回归分析构建最终的预后模型。采用临床分期加治疗剂量的基准模型进行比较。采用c指数、赤池信息准则(Akaike Information Criterion, AIC)和随时间变化的AUC对不同模型的性能进行评价。通过受试者工作特征(ROC)分析、标定图评估和决策曲线分析(DCA)对最优模型进行综合评价。通过内部交叉验证对评价结果进行了验证,确保了鲁棒信度。结果:LASSO-Cox模型的c指数(0.718)和随时间变化的AUC最高,与CoxBoost-Cox模型的AIC最低,优于常规分期加治疗剂量模型(0.718 vs. 0.634)。LASSO-Cox模型显示出中等的区分能力,良好的校准(预测和观察结果),以及在DCA中的临床应用。结论:ML在SBRT后LC预测中具有一定的潜力。但值得注意的是,本研究仅依赖于内部验证,缺乏外部验证;因此,在负责任地考虑将该模型用于临床应用之前,需要在独立队列中进行进一步验证。
{"title":"Machine learning-based prognostic model for local control prediction in lung cancer patients undergoing stereotactic body radiation therapy: a preliminary study.","authors":"Bao-Tian Huang, Pei-Xian Lin, Ying Wang, Li-Mei Luo","doi":"10.1186/s40001-026-03960-6","DOIUrl":"https://doi.org/10.1186/s40001-026-03960-6","url":null,"abstract":"<p><strong>Purpose: </strong>Predicting local recurrence after stereotactic body radiation therapy (SBRT) for lung cancer remains challenging. This study aims to develop a machine learning (ML)-based prognostic model for local control (LC) prediction by comparing different ML algorithms.</p><p><strong>Methods: </strong>Clinical data from 158 lung cancer patients treated with SBRT were retrospectively analyzed. Six ML methods, including Boruta, RSF, GBM, LASSO, CoxBoost, and univariate Cox regression were systematically applied to perform variables selection, and the final prognostic model was constructed using multivariate Cox regression analysis. A benchmark model incorporating clinical stage plus treatment dose was also used for comparison. The performance of different models was evaluated using the C-index, Akaike Information Criterion (AIC), and time-dependent AUC. The optimal model was further evaluated comprehensively through receiver operating characteristic (ROC) analysis, calibration plots assessment, and decision curve analysis (DCA). The evaluation was validated through internal cross-validation to ensure robust reliability.</p><p><strong>Results: </strong>The LASSO-Cox model achieved the highest C-index (0.718) and time-dependent AUC, shared the lowest AIC with the CoxBoost-Cox model, and outperformed the conventional stage plus treatment dose model (0.718 vs. 0.634). The LASSO-Cox model demonstrated moderate discriminatory ability, good calibration (predicted vs. observed outcomes), and clinical utility in DCA.</p><p><strong>Conclusions: </strong>ML demonstrates certain potential in LC prediction after SBRT. Nevertheless, it is worth noting that the study relies solely on internal validation and lacks external validation; therefore, further validation in independent cohorts is required before the model can be responsibly considered for clinical implementation.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Liraglutide alleviates sepsis-associated encephalopathy via attenuating neuronal damage, glial cell activation and mitochondrial dysfunction in a mouse model of sepsis. 利拉鲁肽通过减轻脓毒症小鼠模型中的神经元损伤、胶质细胞活化和线粒体功能障碍来减轻脓毒症相关脑病。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-01 DOI: 10.1186/s40001-026-03974-0
Xiaoming Li, Jun Wang, Rongji Zhang, Haoran He, Linjue Wang, Yuliang Wang, Hongyu Yi

Objective: To explore the relevant mechanisms and principles by which liraglutide alleviates sepsis-associated encephalopathy (SAE) through reducing neuronal injury, glial cell activation and mitochondrial dysfunction.

Methods: Adult male C57BL/6 J mice were included in this study. C57BL/6 J mice were randomly divided into three groups: cecal ligation and puncture (CLP) group, CLP + liraglutide group, and sham operation group. One hour before CLP, mice in each group were treated with PBS or intracerebroventricular (i.c.v.) liraglutide. On the day after CLP, the brains of the mice were removed for immunohistochemistry, transmission electron microscopy, and Western blot analysis. Modified neurological severity scores were performed on the mice at 0, 1, 3, and 5 days after CLP surgery. The weight loss and food intake and survival rate of the animals in each group were monitored until euthanasia. In vitro experiments used BV2 and HT22 cells to detect the migration of BV2 cells.

Results: This study assessed the potential neuroprotective impacts of i.c.v. administration of Liraglutide, a glucagon-like peptide 1 receptor (GLP-1R) agonist, in septic mice. Liraglutide administered intracerebroventricularly alleviated neurological impairments and reduced glial cell activations, neuronal loss, as well as degeneration in the hippocampal regions of septic mice. Liraglutide was shown in vitro to suppress the interaction between neurons and microglia when the cells were stimulated with LPS. Liraglutide also inhibited mitochondrial damage and oxidative stress in hippocampus neurons. Mechanistically, Liraglutide restored the diminished p-AKT levels while simultaneously reversing STAT3 phosphorylation in hippocampal neurons.

Conclusion: GLP-1R agonist Liraglutide may have neuroprotective properties on SAE.

目的:探讨利拉鲁肽通过减轻神经元损伤、神经胶质细胞活化和线粒体功能障碍减轻脓毒症相关脑病(SAE)的相关机制和原理。方法:以成年雄性C57BL/ 6j小鼠为研究对象。将C57BL/6 J小鼠随机分为盲肠结扎穿刺(CLP)组、CLP +利拉鲁肽组和假手术组。CLP前1小时,各组小鼠分别给予PBS或利拉鲁肽脑室注射。CLP后第1天,取小鼠脑进行免疫组织化学、透射电镜和Western blot分析。在CLP手术后0,1,3和5天对小鼠进行改良的神经严重程度评分。监测各组动物的体重下降、摄食量及存活率,直至安乐死。体外实验采用BV2和HT22细胞检测BV2细胞的迁移情况。结果:本研究评估了体外循环给药利拉鲁肽(一种胰高血糖素样肽1受体(GLP-1R)激动剂)对脓毒症小鼠的潜在神经保护作用。利拉鲁肽脑室内给药减轻了神经损伤,减少了神经胶质细胞的激活,神经元的丢失,以及化脓性小鼠海马区域的变性。体外实验表明,当细胞受到LPS刺激时,利拉鲁肽可抑制神经元与小胶质细胞之间的相互作用。利拉鲁肽还能抑制海马神经元线粒体损伤和氧化应激。在机制上,利拉鲁肽恢复了p-AKT水平的降低,同时逆转了海马神经元中STAT3的磷酸化。结论:GLP-1R激动剂利拉鲁肽可能对SAE具有神经保护作用。
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引用次数: 0
Association between preoperative vasoactive inotropic score and clinical outcomes in severe pneumonia patients with sepsis undergoing extracorporeal membrane oxygenation: an analysis from the Chinese Society of ExtraCorporeal Life Support (CSECLS) Registry. 重症肺炎伴脓毒症患者行体外膜氧合术前血管活性肌力评分与临床结局的关系:来自中国体外生命支持学会(CSECLS)注册中心的分析
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-31 DOI: 10.1186/s40001-026-03932-w
Wan Chen, Bo Wang, Yao Zhou, Chenglong Li, Yanlin Wei, Ruihua Wu, Guozheng Qiu, Mingyu Pei, Wenlong Duan, Shengxin Chen, Qiuyun Li, Shaowen Meng, Lei Shi, Yutao Tang, Liwen Lyu

Background: Extracorporeal membrane oxygenation (ECMO) is a life-saving intervention for patients with severe respiratory and/or cardiac failure. In patients with severe pneumonia, severe septic shock led to the need for vasopressor and inotropic drugs to maintain the patients' circulatory function. The vasoactive inotropic score (VIS) is calculated as a weighted sum of all administered vasopressor and inotropic medications and quantifies the amount of pharmacological cardiovascular support. This study aimed to evaluate the association between preoperative VIS score and clinical outcomes among adult severe pneumonia patients with sepsis undergoing ECMO support.

Methods: Adult patients diagnosed with severe pneumonia complicated with sepsis from January 2013 to June 2022 were obtained from the Chinese Society of Extracorporeal Life Support (CSECLS) registry database. The study endpoints included in-hospital mortality and failure of weaning for ECMO. Restricted cubic spline (RCS) was used to explore the association between VIS and the risk of adverse clinical outcomes. A backward stepwise logistic multivariable regression was used for assessing influence factors of study endpoints. Unadjusted and adjusted odds ratio (OR) and 95% confidence interval (CI) were calculated to identify the association.

Results: Among 825 enrolled patients, there were 386 cases of in-hospital mortality and 241 cases of ECMO weaning failure. Patients in the in-hospital death group were older, had a higher SOFA score, lower mean arterial pressure, and higher VIS. A linear relationship existed between VIS and the risk of in-hospital death as well as the risk of failed weaning from ECMO support. Regardless of whether patients received VV-ECMO assistance or VA-ECMO support, as the VIS level increased, both the risk of in-hospital mortality and the risk of ECMO weaning failure also increased linearly. In the further subgroup analysis, the results were found to be robust.

Conclusion: Linear correlation existed between VIS score and the risk of in-hospital death as well as the risk of ECMO weaning failure in adult patients with severe pneumonia combined with sepsis. With the increase of VIS score, the risk of in-hospital death and ECMO weaning failure also increased. VIS may be a useful practical tool for risk stratification of adverse clinical outcomes.

背景:体外膜氧合(ECMO)是一种挽救严重呼吸和/或心力衰竭患者生命的干预措施。在重症肺炎患者中,严重的脓毒性休克导致需要血管加压剂和肌力药物来维持患者的循环功能。血管活性性肌力评分(VIS)是用所有给药血管加压药物和肌力药物的加权和来计算的,并量化了药物性心血管支持的数量。本研究旨在评估接受ECMO支持的成人重症肺炎脓毒症患者术前VIS评分与临床结局的关系。方法:从中国体外生命支持学会(CSECLS)注册数据库中获取2013年1月至2022年6月诊断为严重肺炎合并脓毒症的成人患者。研究终点包括院内死亡率和ECMO脱机失败。使用限制性三次样条(RCS)来探讨VIS与不良临床结果风险之间的关系。采用后向逐步logistic多变量回归评估研究终点的影响因素。计算未调整和调整的优势比(OR)和95%置信区间(CI)来确定相关性。结果:825例入组患者中,住院死亡386例,ECMO脱机失败241例。院内死亡组患者年龄较大,SOFA评分较高,平均动脉压较低,VIS较高。VIS与院内死亡风险及ECMO支持脱机失败风险呈线性关系。无论患者是否接受VV-ECMO辅助或VA-ECMO支持,随着VIS水平的增加,院内死亡风险和ECMO脱机失败风险也呈线性增加。在进一步的亚组分析中,结果被发现是稳健的。结论:成人重症肺炎合并脓毒症患者VIS评分与院内死亡风险及ECMO脱机失败风险存在线性相关。随着VIS评分的增加,院内死亡和ECMO脱机失败的风险也增加。VIS可能是不良临床结果风险分层的实用工具。
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引用次数: 0
A novel nomogram based on inflammatory indexes for predicting short-term prognosis in acute-on-chronic liver failure: a comparison with classical models. 一种基于炎症指标预测急性-慢性肝衰竭短期预后的新nomogram:与经典模型的比较
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-31 DOI: 10.1186/s40001-026-03988-8
Zhenxing Li, Zixuan Wang, Jian Yang, Shucheng Du, Chao Zhang, Jiang Li, Yufeng Gao

Background: This study aimed to develop and validate a novel nomogram that incorporates the neutrophil percentage-to-albumin ratio (NPAR) for predicting 30-day and 90-day unfavorable outcomes in acute-on-chronic liver failure (ACLF) patients.

Methods: We retrospectively enrolled 641 ACLF patients from the First Affiliated Hospital of Anhui Medical University between January 2017 and June 2024, randomly assigning them to training (n = 448) and validation (n = 193) cohorts. Univariate Cox regression, the Least Absolute Shrinkage and Selection Operator (LASSO) regression, and multivariate Cox analysis identified seven independent predictors: bacterial infection, hepatic encephalopathy, age, prothrombin time (PT), total bilirubin (TBIL), lymphocyte count, and NPAR.

Results: The nomogram demonstrated superior predictive performance in the training cohort, with area under the curve (AUC) values of 0.874 (95% CI 0.838-0.910) and 0.877 (95% CI 0.845-0.909) for 30-day and 90-day outcomes, respectively, and a concordance index (C-index) of 0.825 (95% CI 0.796-0.853), significantly outperforming the MELD, MELD-Na, CLIF-C ACLFs and COSSH-ACLF II scores. Calibration curves showed strong concordance between predicted and observed survival probabilities, and decision curve analysis confirmed broad clinical applicability. We have also validated the predictive value of the new model for ACLF in a validation cohort (n = 193). Compared with COSSH-ACLF II, the model exhibited significant improvements in net reclassification index (NRI) and integrated discrimination improvement (IDI) (P < 0.001). Risk stratification effectively categorized patients into low-, intermediate-, and high-risk groups, revealing varied survival rates. In addition, a user-friendly dynamic web-based calculator was developed.

Conclusions: This nomogram that integrates inflammatory and nutritional indicators provides a high-precision tool for short-term prognosis assessment in ACLF patients and is expected to guide clinical management.

背景:本研究旨在开发和验证一种新的nomogram,该nomogram结合了中性粒细胞百分比-白蛋白比率(NPAR)来预测急性慢性肝衰竭(ACLF)患者30天和90天的不良结果。方法:回顾性纳入2017年1月至2024年6月安徽医科大学第一附属医院的641例ACLF患者,随机分为训练组(n = 448)和验证组(n = 193)。单因素Cox回归、最小绝对收缩和选择算子(LASSO)回归和多因素Cox分析确定了7个独立的预测因素:细菌感染、肝性脑病、年龄、凝血酶原时间(PT)、总胆红素(TBIL)、淋巴细胞计数和NPAR。结果:nomogram在training队列中表现出较好的预测性能,30天和90天的预后曲线下面积(AUC)分别为0.874 (95% CI 0.838-0.910)和0.877 (95% CI 0.845-0.909),一致性指数(C-index)为0.825 (95% CI 0.796-0.853),显著优于MELD、MELD- na、clifc - aclf和COSSH-ACLF II评分。校正曲线显示预测和观察到的生存概率之间有很强的一致性,决策曲线分析证实了广泛的临床适用性。我们还在一个验证队列(n = 193)中验证了新模型对ACLF的预测价值。与COSSH-ACLF II相比,该模型在净重分类指数(NRI)和综合判别改善(IDI)方面均有显著改善(P)。结论:该模型综合了炎症和营养指标,为ACLF患者的短期预后评估提供了高精度的工具,有望指导临床管理。
{"title":"A novel nomogram based on inflammatory indexes for predicting short-term prognosis in acute-on-chronic liver failure: a comparison with classical models.","authors":"Zhenxing Li, Zixuan Wang, Jian Yang, Shucheng Du, Chao Zhang, Jiang Li, Yufeng Gao","doi":"10.1186/s40001-026-03988-8","DOIUrl":"https://doi.org/10.1186/s40001-026-03988-8","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to develop and validate a novel nomogram that incorporates the neutrophil percentage-to-albumin ratio (NPAR) for predicting 30-day and 90-day unfavorable outcomes in acute-on-chronic liver failure (ACLF) patients.</p><p><strong>Methods: </strong>We retrospectively enrolled 641 ACLF patients from the First Affiliated Hospital of Anhui Medical University between January 2017 and June 2024, randomly assigning them to training (n = 448) and validation (n = 193) cohorts. Univariate Cox regression, the Least Absolute Shrinkage and Selection Operator (LASSO) regression, and multivariate Cox analysis identified seven independent predictors: bacterial infection, hepatic encephalopathy, age, prothrombin time (PT), total bilirubin (TBIL), lymphocyte count, and NPAR.</p><p><strong>Results: </strong>The nomogram demonstrated superior predictive performance in the training cohort, with area under the curve (AUC) values of 0.874 (95% CI 0.838-0.910) and 0.877 (95% CI 0.845-0.909) for 30-day and 90-day outcomes, respectively, and a concordance index (C-index) of 0.825 (95% CI 0.796-0.853), significantly outperforming the MELD, MELD-Na, CLIF-C ACLFs and COSSH-ACLF II scores. Calibration curves showed strong concordance between predicted and observed survival probabilities, and decision curve analysis confirmed broad clinical applicability. We have also validated the predictive value of the new model for ACLF in a validation cohort (n = 193). Compared with COSSH-ACLF II, the model exhibited significant improvements in net reclassification index (NRI) and integrated discrimination improvement (IDI) (P < 0.001). Risk stratification effectively categorized patients into low-, intermediate-, and high-risk groups, revealing varied survival rates. In addition, a user-friendly dynamic web-based calculator was developed.</p><p><strong>Conclusions: </strong>This nomogram that integrates inflammatory and nutritional indicators provides a high-precision tool for short-term prognosis assessment in ACLF patients and is expected to guide clinical management.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146096927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of peripheral insulin resistance with cognitive impairment in patients with non-disabling ischemic cerebrovascular events and the mediating role of chronic inflammatory biomarkers. 外周胰岛素抵抗与非致残性缺血性脑血管事件患者认知障碍的关系以及慢性炎症生物标志物的介导作用
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-31 DOI: 10.1186/s40001-026-03916-w
Liren Zhang, Qianqian Nie, Baiyang Zheng, Zhengsheng Gu, Yuting Kan, Xu Sun, Wensi Zheng, Xiaoying Bi

Background: Insulin resistance and chronic inflammation are closely associated with cognitive impairments. This study systematically investigates the relationship between biomarkers of insulin resistance/chronic inflammation and cognitive dysfunction in patients with non-disabling ischemic cerebrovascular events (NICE).

Methods: We collected demographic information and clinical data from 236 patients with NICE. Based on Montreal Cognitive Assessment (MoCA) scores, participants were categorized into normal cognitive function (NCF) and VCI groups. Propensity score matching (PSM) was applied to balance baseline characteristics. Differences in chronic inflammatory markers and insulin resistance levels were compared between groups. LASSO regression was used to identify independent risk factors, while restricted cubic spline (RCS) analysis was performed to validate dose-response relationships. A nomogram model was constructed using LASSO-selected predictors, and its performance was evaluated by ROC curves, calibration plots, and decision curve analysis (DCA). Internal validation was performed through simple cross-validation, with both accuracy and Kappa statistics reported.

Results: Among 236 NICE patients, 115 (48.73%) were diagnosed with VCI. Following propensity score matching, the VCI group exhibited significantly higher levels of insulin resistance and chronic inflammation compared to the NCF group. LASSO regression identified the metabolic score for insulin resistance (METS-IR) as an independent risk factor for cognitive impairment (OR = 1.11, 95% CI: 1.06-1.17). RCS confirmed a linear negative correlation between METS-IR and MoCA scores (P for overall = 0.014, P for non-linear = 0.715). Mediation analysis revealed that the systemic Immune-Inflammation Index (SII) partially mediated the association between METS-IR and MoCA scores. The nomogram model demonstrated good discrimination (AUC = 0.78, 95% CI: 0.72-0.83), with calibration plots showing high consistency between predicted and observed probabilities (Hosmer-Lemeshow test P = 0.718). DCA confirmed a favorable clinical net benefit. Cross-validation results demonstrated favorable model accuracy and consistency (accuracy = 0.71, Kappa value = 0.43).

Conclusions: Cognitive impairment in NICE patients is strongly associated with elevated insulin resistance and chronic inflammation. METS-IR exhibits a linear negative association with cognitive function, serving as an independent risk predictor. The constructed nomogram provides a reliable tool for early VCI detection with robust discrimination and calibration. Notably, SII partially mediates the association between METS-IR and cognition, highlighting inflammatory pathways as a candidate target for future interventional studies.

背景:胰岛素抵抗和慢性炎症与认知障碍密切相关。本研究系统地探讨了非致残性缺血性脑血管事件(NICE)患者胰岛素抵抗/慢性炎症生物标志物与认知功能障碍之间的关系。方法:收集236例NICE患者的人口学信息和临床资料。根据蒙特利尔认知评估(MoCA)评分,将参与者分为正常认知功能组(NCF)和VCI组。倾向评分匹配(PSM)用于平衡基线特征。比较两组间慢性炎症标志物和胰岛素抵抗水平的差异。采用LASSO回归确定独立危险因素,采用限制性三次样条(RCS)分析验证剂量-反应关系。使用lasso选择的预测因子构建nomogram模型,并通过ROC曲线、校准图和决策曲线分析(decision curve analysis, DCA)对其性能进行评价。通过简单的交叉验证进行内部验证,报告准确性和Kappa统计量。结果:236例NICE患者中,115例(48.73%)被诊断为VCI。根据倾向评分匹配,与NCF组相比,VCI组表现出更高水平的胰岛素抵抗和慢性炎症。LASSO回归发现胰岛素抵抗代谢评分(METS-IR)是认知障碍的独立危险因素(OR = 1.11, 95% CI: 1.06-1.17)。RCS证实met - ir和MoCA评分之间呈线性负相关(总体P = 0.014,非线性P = 0.715)。中介分析显示,全身免疫炎症指数(SII)部分介导了METS-IR和MoCA评分之间的关联。模态图模型具有良好的判别性(AUC = 0.78, 95% CI: 0.72-0.83),校正图显示预测概率与观测概率之间具有高度一致性(Hosmer-Lemeshow检验P = 0.718)。DCA证实了良好的临床净收益。交叉验证结果表明,模型具有良好的准确性和一致性(准确性= 0.71,Kappa值= 0.43)。结论:NICE患者的认知障碍与胰岛素抵抗升高和慢性炎症密切相关。met - ir与认知功能呈线性负相关,可作为独立的风险预测因子。所构建的模态图为VCI的早期检测提供了可靠的工具,具有鲁棒的识别和校准能力。值得注意的是,SII部分介导met - ir和认知之间的关联,强调炎症途径是未来介入性研究的候选靶点。
{"title":"Association of peripheral insulin resistance with cognitive impairment in patients with non-disabling ischemic cerebrovascular events and the mediating role of chronic inflammatory biomarkers.","authors":"Liren Zhang, Qianqian Nie, Baiyang Zheng, Zhengsheng Gu, Yuting Kan, Xu Sun, Wensi Zheng, Xiaoying Bi","doi":"10.1186/s40001-026-03916-w","DOIUrl":"https://doi.org/10.1186/s40001-026-03916-w","url":null,"abstract":"<p><strong>Background: </strong>Insulin resistance and chronic inflammation are closely associated with cognitive impairments. This study systematically investigates the relationship between biomarkers of insulin resistance/chronic inflammation and cognitive dysfunction in patients with non-disabling ischemic cerebrovascular events (NICE).</p><p><strong>Methods: </strong>We collected demographic information and clinical data from 236 patients with NICE. Based on Montreal Cognitive Assessment (MoCA) scores, participants were categorized into normal cognitive function (NCF) and VCI groups. Propensity score matching (PSM) was applied to balance baseline characteristics. Differences in chronic inflammatory markers and insulin resistance levels were compared between groups. LASSO regression was used to identify independent risk factors, while restricted cubic spline (RCS) analysis was performed to validate dose-response relationships. A nomogram model was constructed using LASSO-selected predictors, and its performance was evaluated by ROC curves, calibration plots, and decision curve analysis (DCA). Internal validation was performed through simple cross-validation, with both accuracy and Kappa statistics reported.</p><p><strong>Results: </strong>Among 236 NICE patients, 115 (48.73%) were diagnosed with VCI. Following propensity score matching, the VCI group exhibited significantly higher levels of insulin resistance and chronic inflammation compared to the NCF group. LASSO regression identified the metabolic score for insulin resistance (METS-IR) as an independent risk factor for cognitive impairment (OR = 1.11, 95% CI: 1.06-1.17). RCS confirmed a linear negative correlation between METS-IR and MoCA scores (P for overall = 0.014, P for non-linear = 0.715). Mediation analysis revealed that the systemic Immune-Inflammation Index (SII) partially mediated the association between METS-IR and MoCA scores. The nomogram model demonstrated good discrimination (AUC = 0.78, 95% CI: 0.72-0.83), with calibration plots showing high consistency between predicted and observed probabilities (Hosmer-Lemeshow test P = 0.718). DCA confirmed a favorable clinical net benefit. Cross-validation results demonstrated favorable model accuracy and consistency (accuracy = 0.71, Kappa value = 0.43).</p><p><strong>Conclusions: </strong>Cognitive impairment in NICE patients is strongly associated with elevated insulin resistance and chronic inflammation. METS-IR exhibits a linear negative association with cognitive function, serving as an independent risk predictor. The constructed nomogram provides a reliable tool for early VCI detection with robust discrimination and calibration. Notably, SII partially mediates the association between METS-IR and cognition, highlighting inflammatory pathways as a candidate target for future interventional studies.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146096893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association between very high HDL-C levels and cardiovascular mortality. 高HDL-C水平与心血管疾病死亡率之间的关系
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-01-31 DOI: 10.1186/s40001-026-03973-1
Sahrish Shaikh, Farman Ali, Sadam Hussain Shaikh, Sartajudin Shaikh, Laraib Fatima, Ghulam Qadir, F N U Simran, Abida Perveen, Jahanzeb Malik

Objective: To evaluate the association between very high high-density lipoprotein cholesterol (HDL-C) levels and cardiovascular mortality in a general adult population.

Methods: In this retrospective cohort study, 3,758 adults undergoing lipid profiling at a tertiary care center were categorized into five HDL-C groups: Very Low (< 30 mg/dL), Low (30-49 mg/dL), Normal (50-69 mg/dL), High (70-89 mg/dL), and Very High (≥ 90 mg/dL in men or ≥ 110 mg/dL in women). Demographic, clinical, and laboratory data were collected. The primary outcome was cardiovascular mortality over a median follow-up of 5.9 years. Kaplan-Meier survival curves and Cox proportional hazards models were used to assess associations, adjusting for age, sex, comorbidities, and medications.

Results: The Very High HDL-C group demonstrated the highest cardiovascular mortality rate (11.3 per 1,000 person-years) and significantly reduced survival compared to the Normal group (log-rank p = 0.00028). Multivariable analysis revealed that very high HDL-C was associated with increased cardiovascular mortality (adjusted HR: 1.52; 95% CI 1.04-2.24; p = 0.03). Subgroup analyses showed elevated risk in older adults, diabetics, and non-statin users.

Conclusion: Extremely high HDL-C levels were independently associated with increased cardiovascular mortality, suggesting a U-shaped relationship. These findings warrant cautious interpretation of high HDL-C values in clinical practice.

目的:评价普通成人中高密度脂蛋白胆固醇(HDL-C)水平与心血管疾病死亡率之间的关系。方法:在这项回顾性队列研究中,3758名在三级保健中心接受脂质分析的成年人被分为5个HDL-C组:极低(结果:与正常组相比,极高HDL-C组心血管死亡率最高(11.3 / 1000人年),生存率显著降低(log-rank p = 0.00028)。多变量分析显示,非常高的HDL-C与心血管死亡率增加相关(校正后比:1.52;95% CI: 1.04-2.24; p = 0.03)。亚组分析显示,老年人、糖尿病患者和非他汀类药物使用者的风险升高。结论:极高的HDL-C水平与心血管死亡率增加独立相关,呈u型关系。这些发现证明了在临床实践中对高HDL-C值的谨慎解释。
{"title":"Association between very high HDL-C levels and cardiovascular mortality.","authors":"Sahrish Shaikh, Farman Ali, Sadam Hussain Shaikh, Sartajudin Shaikh, Laraib Fatima, Ghulam Qadir, F N U Simran, Abida Perveen, Jahanzeb Malik","doi":"10.1186/s40001-026-03973-1","DOIUrl":"https://doi.org/10.1186/s40001-026-03973-1","url":null,"abstract":"<p><strong>Objective: </strong>To evaluate the association between very high high-density lipoprotein cholesterol (HDL-C) levels and cardiovascular mortality in a general adult population.</p><p><strong>Methods: </strong>In this retrospective cohort study, 3,758 adults undergoing lipid profiling at a tertiary care center were categorized into five HDL-C groups: Very Low (< 30 mg/dL), Low (30-49 mg/dL), Normal (50-69 mg/dL), High (70-89 mg/dL), and Very High (≥ 90 mg/dL in men or ≥ 110 mg/dL in women). Demographic, clinical, and laboratory data were collected. The primary outcome was cardiovascular mortality over a median follow-up of 5.9 years. Kaplan-Meier survival curves and Cox proportional hazards models were used to assess associations, adjusting for age, sex, comorbidities, and medications.</p><p><strong>Results: </strong>The Very High HDL-C group demonstrated the highest cardiovascular mortality rate (11.3 per 1,000 person-years) and significantly reduced survival compared to the Normal group (log-rank p = 0.00028). Multivariable analysis revealed that very high HDL-C was associated with increased cardiovascular mortality (adjusted HR: 1.52; 95% CI 1.04-2.24; p = 0.03). Subgroup analyses showed elevated risk in older adults, diabetics, and non-statin users.</p><p><strong>Conclusion: </strong>Extremely high HDL-C levels were independently associated with increased cardiovascular mortality, suggesting a U-shaped relationship. These findings warrant cautious interpretation of high HDL-C values in clinical practice.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146092547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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