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Targeting Myeloid-Derived Suppressor Cells in Sepsis: Pathophysiology, Duality, and Therapeutic Frontiers. 针对脓毒症的髓源性抑制细胞:病理生理学、双重性和治疗前沿。
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-13 DOI: 10.1097/SHK.0000000000002817
Shuang Qin, Zhaofeng Kang, Qiqi Wu, Chaoyao Hou, Siyuan Qi, Jing Cheng, Xijie Dong

Sepsis-induced immunosuppression, one of the factors contributing to mortality, is closely mediated by Myeloid-Derived Suppressor Cells (MDSCs). This review first outlines MDSC biology, describing their origin from pathological emergency myelopoiesis and classification into polymorphonuclear (PMN-MDSCs) and monocytic (M-MDSCs) subsets. We then discuss their dual role: an early, protective modulation of cytokine storm that later evolves into harmful immunosuppression associated with secondary infections and death. The underlying mechanisms involve L-arginine depletion (via ARG1/iNOS), oxidative stress (ROS), and induction of regulatory T cells (Tregs). Therapeutic strategies are summarized, including interventions targeting MDSC differentiation (e.g., ATRA), metabolism (e.g., FAO inhibitors), precision depletion (e.g., anti-LOX-1), and microbiome modulation. Finally, we address challenges to clinical translation-phenotypic heterogeneity, metabolic ambiguity, and the "double-edged sword" of MDSC targeting. Deeper insights into MDSC biology may help develop strategies to improve outcomes in this severe syndrome.

脓毒症引起的免疫抑制是导致死亡的因素之一,是由髓源性抑制细胞(MDSCs)密切介导的。本文首先概述了MDSC的生物学,描述了它们从病理紧急骨髓形成的起源,并分为多形核(PMN-MDSCs)和单核细胞(M-MDSCs)亚群。然后我们讨论了它们的双重作用:细胞因子风暴的早期保护性调节,后来演变成与继发性感染和死亡相关的有害免疫抑制。潜在的机制包括l -精氨酸耗竭(通过ARG1/iNOS)、氧化应激(ROS)和调节性T细胞(Tregs)的诱导。总结了治疗策略,包括针对MDSC分化(如ATRA)、代谢(如FAO抑制剂)、精确消耗(如抗lox -1)和微生物组调节的干预措施。最后,我们解决了临床翻译的挑战-表型异质性,代谢模糊性和MDSC靶向的“双刃剑”。对MDSC生物学的深入了解可能有助于制定策略来改善这种严重综合征的预后。
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引用次数: 0
Exploring biomarkers associated with tetraspanins in sepsis: a comprehensive analysis of transcriptome consortium experimental validation. 探索与败血症中四跨蛋白相关的生物标志物:转录组联盟实验验证的综合分析。
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-06 DOI: 10.1097/SHK.0000000000002809
Song Wang, Haohao Qian, Dapeng Wang, Shuyun Jiang, Hongyang Xu

Purpose: Although Tetraspanin (TSPAN) plays a crucial physiological role in sepsis, the specific molecular mechanisms underlying its involvemenin sepsis pathophysiology remain incompletely elucidated. This study aimed to identify TSPAN-associated biomarkers in sepsis and clarify their potential molecular mechanisms.

Methods: Sepsis transcriptome data and TSPAN-related genes were from public databases. TSPAN-defined molecular subtypes were identified via consensus clustering. Candidate genes were screened by intersecting TSPAN-related differentially expressed genes (DEGs) with sepsis DEGs; biomarkers were determined using machine learning, ROC curves, and expression validation. Finally, GSEA, immune cell abundance analysis, and compound prediction explored their functions, and RT-qPCR validated prognostic gene expression.

Results: Eleven candidate genes were identified; XK, CA1, AHSP and GYPA were confirmed as biomarkers, significantly upregulated in sepsis vs. controls and enriched in pathways like "martens tretinoin response up". Neutrophil, activated dendritic cell, and macrophage abundance differed between groups and correlated with biomarkers. 52 potential therapeutics (including zanamivir) were screened via biomarker interaction analysis. RT-qPCR confirmed higher expression of the four biomarkers in sepsis.

Conclusion: In conclusion, XK, CA1, AHSP, and GYPA are TSPAN-associated biomarkers in sepsis and are significantly correlated with Type 17 T helper cells. The findings offered a promising theoretical foundation for the development of pharmaceuticals for sepsis.

目的:虽然四跨蛋白(Tetraspanin, TSPAN)在脓毒症中起着重要的生理作用,但其参与脓毒症病理生理的具体分子机制尚未完全阐明。本研究旨在鉴定脓毒症中tspan相关的生物标志物,并阐明其潜在的分子机制。方法:脓毒症转录组数据和tspan相关基因来自公共数据库。通过共识聚类确定tspan定义的分子亚型。通过将tspan相关差异表达基因(DEGs)与脓毒症DEGs交叉筛选候选基因;使用机器学习、ROC曲线和表达验证来确定生物标志物。最后,通过GSEA、免疫细胞丰度分析和化合物预测探索其功能,RT-qPCR验证预后基因表达。结果:共鉴定出11个候选基因;XK、CA1、AHSP和GYPA被证实为生物标志物,在脓毒症中与对照组相比显著上调,并在“马汀维甲酸反应上升”等途径中富集。中性粒细胞、活化树突状细胞和巨噬细胞丰度在两组之间存在差异,并与生物标志物相关。通过生物标志物相互作用分析筛选了52种潜在的治疗方法(包括扎那米韦)。RT-qPCR证实这四种生物标志物在脓毒症中表达较高。结论:综上所述,XK、CA1、AHSP和GYPA是脓毒症中tspan相关的生物标志物,且与17型T辅助细胞显著相关。这一发现为开发治疗败血症的药物提供了有希望的理论基础。
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引用次数: 0
Uncovering the Untapped Potential of Furosemide in Sepsis: Real-World Evidence on Coagulopathy and Organ Outcomes. 揭示速尿在败血症中未开发的潜力:凝血功能和器官预后的真实世界证据。
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-03 DOI: 10.1097/SHK.0000000000002828
Hao-Yuan Hung, Chi-Hsiang Chung, Chih-Chin Shih, Shiu-Jen Chen, Hsieh-Chou Huang, Wu-Chien Chien, Chin-Chen Wu

Background: Sepsis-related coagulopathy is a major driver of organ failure and mortality, yet effective adjuncts remain limited. We therefore examined whether early furosemide use is associated with reduced coagulopathy and improved organ outcomes in real-world practice.

Methods: Using Taiwan's National Health Insurance Research Database (2000-2013), we assembled a population-based matched cohort of 9,934 adults with incident sepsis. Exposure was receipt of furosemide during the index hospitalization; comparators were other diuretics (e.g., acetazolamide, hydrochlorothiazide, spironolactone). The primary outcome was disseminated intravascular coagulation (DIC); secondary outcomes included transfusion, organ failures (cardiac, respiratory, renal, hepatic), and all-cause mortality. Multivariable Cox models estimated adjusted hazard ratios (aHRs).

Results: In the primary analysis (3-month follow-up), furosemide use was associated with a lower risk of DIC (aHR 0.196, 95% CI 0.067-0.516, P < 0.001) and transfusion. These associations remained durable in the exploratory 12-month analysis. Significant protective associations were also observed for cardiac, respiratory, and acute renal failure, alongside lower all-cause mortality. Crucially, active comparator analysis revealed that while associations with lower mortality were shared across diuretic classes, the protective associations with organ failure were specific to furosemide and not observed with other diuretics, supporting a distinct pharmacological effect beyond general diuresis.

Conclusion: Real-world evidence suggests that furosemide use is associated with reduced sepsis-related coagulopathy and favorable organ outcomes. These findings generate a biologically plausible hypothesis consistent with Na +-K +-2Cl - cotransporter 1 (NKCC1)-related antioxidant and anti-inflammatory pathways observed in preclinical models, warranting confirmation in prospective trials.

背景:败血症相关凝血功能障碍是器官衰竭和死亡率的主要驱动因素,但有效的辅助治疗仍然有限。因此,我们研究了在现实世界的实践中,早期使用速尿是否与凝血功能障碍的减少和器官预后的改善有关。​暴露为指数住院期间接受速尿;比较物为其他利尿剂(如乙酰唑胺、氢氯噻嗪、螺内酯)。主要终点是弥散性血管内凝血(DIC);次要结局包括输血、器官衰竭(心脏、呼吸、肾脏、肝脏)和全因死亡率。多变量Cox模型估计校正风险比(aHRs)。结果:在初步分析(3个月随访)中,使用速尿与DIC (aHR 0.196, 95% CI 0.067-0.516, P < 0.001)和输血风险降低相关。在12个月的探索性分析中,这些关联仍然持久。在降低全因死亡率的同时,还观察到心脏、呼吸和急性肾功能衰竭的显著保护性关联。至关重要的是,活性比较分析显示,虽然利尿剂与低死亡率的关联在各个利尿剂类别中都存在,但与器官衰竭的保护关联仅为速尿所特有,而在其他利尿剂中未观察到,这支持了一种超越一般利尿的独特药理作用。结论:现实世界的证据表明,使用速尿可减少败血症相关凝血功能障碍和有利的器官预后。这些发现产生了一个生物学上合理的假设,与临床前模型中观察到的Na +- k +- 2cl - cotransporter 1 (NKCC1)相关的抗氧化和抗炎途径一致,值得在前瞻性试验中得到证实。
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引用次数: 0
Early physiologic deterioration vs. true risk prediction: methodological considerations for SALI nomogram development. 早期生理恶化vs.真正的风险预测:SALI图发展的方法学考虑。
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-02 DOI: 10.1097/SHK.0000000000002772
Zhang Liu, Weiqin Huang
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引用次数: 0
Identification of Molecular Subtypes and Prognostic Characteristics in Sepsis Based on T-Helper 17 Cell Differentiation-Related Genes. 基于t -辅助性17细胞分化相关基因的脓毒症分子亚型和预后特征鉴定
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-01 Epub Date: 2026-02-27 DOI: 10.1097/SHK.0000000000002767
Xiuhua Li, Lifei Tan, Yingwei Ding, Bingwen Zhang

Background: Sepsis, involving systemic inflammation and organ failure, presents significant challenges due to its complex and heterogeneous immunological reactions. T-helper 17 (Th17) cells contribute significantly to immune regulation, and their dysregulation is implicated in sepsis pathogenesis. Understanding how Th17 cell differentiation-related genes contribute to sepsis heterogeneity and prognosis is crucial for improving patient prognosis.

Methods: We retrieved mRNA expression and clinical datasets (GSE65682, GSE95233, and GSE28750) from the Gene Expression Omnibus repository for subsequent analyses, and Th17 cell differentiation-related genes were obtained from the Molecular Signatures Database (MSigDB). We applied Weighted Gene Coexpression Network Analysis to identify sepsis-connected gene modules. Consensus clustering divided sepsis patients into subtypes. We established a prognostic model using Least Absolute Shrinkage and Selection Operator followed by multivariate Cox proportional hazards analysis. Immune infiltration, gene set enrichment analysis, gene ontology, and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were applied to characterize subtypes and risk groups.

Results: Weighted Gene Coexpression Network Analysis identified a sepsis-associated turquoise module. Our analysis revealed the existence of two distinct molecular categories within sepsis, named Cluster 1 and Cluster 2, with Cluster 2 showing significantly poorer survival. We formulated a reliable eight-gene prognostic model, including DENND2D, CD74, BCL11A, FCER1A, LTB, TGFBI, ERAP2, and VSIG4, that effectively categorized patients into high- and low-risk groups. The low-risk group exhibited higher immune cell infiltration and enrichment in immune-related pathways, while the high-risk group showed enrichment in metabolic and stress pathways.

Conclusions: Our investigation identified novel Th17 cell differentiation-connected molecular subtypes of sepsis and established a reliable prognostic model. These observations shed light on the molecular variability associated with sepsis and hold the prospect of personalized therapeutic strategies and improved patient management.

背景:脓毒症涉及全身炎症和器官衰竭,由于其复杂和异质性的免疫反应,提出了重大挑战。t -辅助性17 (Th17)细胞在免疫调节中起着重要作用,其失调与败血症的发病机制有关。了解Th17细胞分化相关基因对脓毒症异质性和预后的影响对改善患者预后至关重要。方法:从Gene expression Omnibus repository中检索mRNA表达和临床数据集(GSE65682、GSE95233和GSE28750)进行后续分析,并从Molecular Signatures Database (MSigDB)中获取Th17细胞分化相关基因。我们应用加权基因共表达网络分析来识别脓毒症相关的基因模块。共识聚类将脓毒症患者分为亚型。我们使用最小绝对收缩和选择算子建立了预后模型,然后进行了多变量Cox比例风险分析。应用免疫浸润、基因集富集分析、基因本体和京都基因与基因组百科全书富集分析来表征亚型和风险群体。结果:加权基因共表达网络分析鉴定出脓毒症相关的绿松石模块。我们的分析显示,脓毒症中存在两种不同的分子类别,称为集群1和集群2,集群2的生存率明显较低。我们建立了一个可靠的八基因预后模型,包括DENND2D、CD74、BCL11A、FCER1A、LTB、TGFBI、ERAP2和VSIG4,有效地将患者分为高危组和低危组。低危组免疫细胞浸润和免疫相关通路富集程度较高,高危组代谢和应激通路富集程度较高。结论:我们的研究发现了新的与Th17细胞分化相关的脓毒症分子亚型,并建立了可靠的预后模型。这些观察结果揭示了与脓毒症相关的分子变异,并具有个性化治疗策略和改善患者管理的前景。
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引用次数: 0
Is the Vermiform Appendix A "Safe House?": A Preliminary Examination of the Appendix Microbiome. 蠕虫附录是“安全屋”吗?:阑尾微生物组的初步检查。
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-01 Epub Date: 2025-12-11 DOI: 10.1097/SHK.0000000000002774
Bjarne Faraon, Stephen M Cohn, Barry Kreiswirth, Jose R Mediavilla, Taylor Perdomo, Peter Rhee, Alberto Ramirez, Robert Jardine, Branae Rollins, Lorenzo Hiraldo, Kevin Wong, Nwakamma Chidiebere, Brad H Pollock

Appendicitis microbial analysis showed no major differences between appendix-rectal flora; however, Escherichia coli was statistically significantly more prevalent in patients with acute appendicitis compared with patients without acute appendicitis.

阑尾炎微生物分析显示阑尾-直肠菌群无明显差异;然而,与非急性阑尾炎患者相比,急性阑尾炎患者中大肠杆菌的流行率具有统计学意义。
{"title":"Is the Vermiform Appendix A \"Safe House?\": A Preliminary Examination of the Appendix Microbiome.","authors":"Bjarne Faraon, Stephen M Cohn, Barry Kreiswirth, Jose R Mediavilla, Taylor Perdomo, Peter Rhee, Alberto Ramirez, Robert Jardine, Branae Rollins, Lorenzo Hiraldo, Kevin Wong, Nwakamma Chidiebere, Brad H Pollock","doi":"10.1097/SHK.0000000000002774","DOIUrl":"10.1097/SHK.0000000000002774","url":null,"abstract":"<p><p>Appendicitis microbial analysis showed no major differences between appendix-rectal flora; however, Escherichia coli was statistically significantly more prevalent in patients with acute appendicitis compared with patients without acute appendicitis.</p>","PeriodicalId":21667,"journal":{"name":"SHOCK","volume":" ","pages":"560-563"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146202604","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
Early Inflammatory Activation of Platelets and Neutrophils by Volume Resuscitation in a Human Whole Blood Model Mimicking a Severe Trauma-Related Micromilieu. 在模拟严重创伤相关微环境的人类全血模型中,体积复苏对血小板和中性粒细胞的早期炎症激活。
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-01 Epub Date: 2025-11-18 DOI: 10.1097/SHK.0000000000002762
Andreas Bauer, Susa Savukoski, Alina Dettner, Christian Karl Braun, Anke Schultze, Gerhard Achatz, Benedikt Friemert, Mark Melnyk, Marco Mannes, Markus Huber-Lang

Trauma-induced coagulopathy represents a serious complication of hemorrhagic shock, associated with increased mortality within the first 6 hours post injury. Evidence of coagulopathy is often observable at the scene or upon hospital admission, emphasizing a critical role of prehospital care. Since studies on the use of various blood products in prehospital care have shown contradictory results, we aimed to investigate the effects of different volume substitutes on the initial immune response within the intravascular immune system. In an ex vivo model of polytrauma, blood from healthy volunteers was subjected to a trauma-characteristic shock scenario, including the addition of danger-associated molecular patterns, blood acidification, and volume resuscitation. Resuscitation strategies involved either sodium chloride, component therapy (a combination of fresh frozen plasma and red blood cells), or leukocyte-reduced fresh whole blood. Samples were analyzed following 60 minutes of incubation at 37°C to determine clinically relevant blood parameters and the activation status of both cellular innate leukocyte and humoral cascade responses. The use of blood products demonstrated superiority over sodium chloride, resulting in less disruption of the hemostatic system, as evidenced by reduced platelet activation. In parallel, neutrophil granulocytes were less affected, showing decreased surface activation marker expression and lower levels of soluble activation markers. Furthermore, activation of the complement system was reduced when the volume was resuscitated with blood products. Taken together, these data indicate that the choice of volume substitution greatly impacts the stability of the intravascular innate immune system, highlighting the potential benefit of leukocyte-reduced whole blood resuscitation.

创伤性凝血功能障碍是失血性休克的一种严重并发症,与损伤后6小时内死亡率增加有关。凝血功能障碍的证据经常在现场或入院时观察到,强调院前护理的关键作用。由于在院前护理中使用各种血液制品的研究显示出相互矛盾的结果,我们旨在研究不同体积替代品对血管内免疫系统内初始免疫反应的影响。在一个多创伤的离体模型中,健康志愿者的血液受到创伤特征休克的影响,包括增加危险相关的分子模式、血液酸化和容量复苏。复苏策略包括氯化钠、成分疗法(新鲜冷冻血浆和红细胞的组合)或减少白细胞的新鲜全血。在37°C下孵育60分钟后,对样品进行分析,以确定临床相关的血液参数以及细胞先天白细胞和体液级联反应的激活状态。血液制品的使用优于氯化钠,其对止血系统的破坏更小,这一点可以通过血小板活化的降低得到证明。同时,中性粒细胞受影响较小,表现出表面激活标记物表达减少和可溶性激活标记物水平降低。此外,补体系统的激活在用血液制品复苏时减少。综上所述,这些数据表明,容量替代的选择极大地影响了血管内先天免疫系统的稳定性,突出了白细胞减少全血复苏的潜在益处。
{"title":"Early Inflammatory Activation of Platelets and Neutrophils by Volume Resuscitation in a Human Whole Blood Model Mimicking a Severe Trauma-Related Micromilieu.","authors":"Andreas Bauer, Susa Savukoski, Alina Dettner, Christian Karl Braun, Anke Schultze, Gerhard Achatz, Benedikt Friemert, Mark Melnyk, Marco Mannes, Markus Huber-Lang","doi":"10.1097/SHK.0000000000002762","DOIUrl":"10.1097/SHK.0000000000002762","url":null,"abstract":"<p><p>Trauma-induced coagulopathy represents a serious complication of hemorrhagic shock, associated with increased mortality within the first 6 hours post injury. Evidence of coagulopathy is often observable at the scene or upon hospital admission, emphasizing a critical role of prehospital care. Since studies on the use of various blood products in prehospital care have shown contradictory results, we aimed to investigate the effects of different volume substitutes on the initial immune response within the intravascular immune system. In an ex vivo model of polytrauma, blood from healthy volunteers was subjected to a trauma-characteristic shock scenario, including the addition of danger-associated molecular patterns, blood acidification, and volume resuscitation. Resuscitation strategies involved either sodium chloride, component therapy (a combination of fresh frozen plasma and red blood cells), or leukocyte-reduced fresh whole blood. Samples were analyzed following 60 minutes of incubation at 37°C to determine clinically relevant blood parameters and the activation status of both cellular innate leukocyte and humoral cascade responses. The use of blood products demonstrated superiority over sodium chloride, resulting in less disruption of the hemostatic system, as evidenced by reduced platelet activation. In parallel, neutrophil granulocytes were less affected, showing decreased surface activation marker expression and lower levels of soluble activation markers. Furthermore, activation of the complement system was reduced when the volume was resuscitated with blood products. Taken together, these data indicate that the choice of volume substitution greatly impacts the stability of the intravascular innate immune system, highlighting the potential benefit of leukocyte-reduced whole blood resuscitation.</p>","PeriodicalId":21667,"journal":{"name":"SHOCK","volume":" ","pages":"471-480"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145805219","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
Retinoic Acid Attenuates Sepsis-Induced Liver Injury Via RIG-I Inhibition-Mediated Suppression of TNF-α/RIPK1/RIPK3/MLKL Pathway. 维甲酸通过RIG-I抑制TNF-α/RIPK1/RIPK3/MLKL通路减轻脓毒症诱导的肝损伤
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-01 Epub Date: 2025-11-03 DOI: 10.1097/SHK.0000000000002752
Maoxia Liu, Qinyi Fu, Xuepeng Zhang, Pan You, Min Xiang, Siyuan Chen

Background: Sepsis-induced liver injury affects about 34.7% of patients and correlates with prognosis. Although vitamin A (VA) and retinol-binding protein 4 [RBP4] are reduced in sepsis, the protective role of VA remains unknown. This study aimed to explore the effects of VA and mechanisms in septic liver injury.

Methods: Cecal ligation puncture was performed in male C57BL/6 mice. After 24 hours, retinol (ROL, 0.01, 0.1, 1 mg/kg), RBP4 (0.5 mg/kg), or their combinations were administered. Liver/serum samples collected 24 hours later assessed injury (histopathology, function) and retinoic acid (RA)-inducible gene-I (RIG-I)/ receptor-interacting protein kinase (RIPK)1/RIPK3/mixed lineage kinase domain-like protein (MLKL) expression via immunohistochemistry, western blotting, and real-time quantitative polymerase chain reaction. In lipopolysaccharide (LPS)-stimulated alpha mouse liver-12 cells, ROL, RBP4, ROL+RBP4, or RA effects were evaluated.

Results: Cecal ligation puncture mice showed decreased serum ROL at 12 hours (lowest at 24 hours), while RBP4 transiently rose at 3 hours before declining (lowest at 24 hours). ROL (1 mg/kg) + RBP4 significantly improved survival, reduced liver injury (low Knodell scores), and suppressed RIG-I/TNF-α/RIPK1-RIPK3-MLKL necroptosis. LPS reduced RBP4 in alpha mouse liver-12 cells ( P < 0.001); ROL + RBP4 and RA alleviated damage via inhibiting necroptosis.

Conclusions: VA may exert hepatoprotection by suppressing RIG-I, reducing tumor necrosis factor-α, and inhibiting RIPK1/RIPK3/MLKL-mediated necroptosis.

背景:脓毒症性肝损伤发生率约为34.7%,且与预后相关。虽然维生素A (VA)和视黄醇结合蛋白4 (RBP4)在败血症中减少,但VA的保护作用尚不清楚。本研究旨在探讨VA在脓毒性肝损伤中的作用及其机制。方法:对雄性C57BL/6小鼠进行盲肠结扎穿刺(CLP)。24h后分别给予视黄醇(ROL, 0.01、0.1、1 mg/kg)、RBP4 (0.5 mg/kg)或其组合。24小时后收集肝脏/血清样本,通过IHC、WB和RT-qPCR评估损伤(组织病理学、功能)和RIG-I/RIPK1/RIPK3/MLKL表达。在lps刺激的AML-12细胞中,评估ROL、RBP4、ROL+RBP4或视黄酸(RA)的作用。结果:CLP小鼠血清ROL在12h时下降(24h时最低),RBP4在3h时短暂上升,然后下降(24h时最低)。ROL (1 mg/kg) + RBP4可显著提高生存率,减轻肝损伤(低Knodell评分),抑制RIG-I/TNF-α/RIPK1-RIPK3-MLKL坏死下垂。结论:VA可能通过抑制rig -1、降低TNF-α、抑制RIPK1/RIPK3/ mlkl介导的坏死坏死发挥保肝作用。
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引用次数: 0
Quantifying Nuance Within Sepsis-Associated Immune Suppression Toward Diagnostic Certainty. 量化脓毒症相关免疫抑制的细微差别,以确定诊断。
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-01 Epub Date: 2025-10-21 DOI: 10.1097/SHK.0000000000002745
Charles C Caldwell, Robert Maile, Monty B Mazer, Patrick W McGonagill, Christian B Bergmann, Robert W Gould, Mahil Rao, Miguel Hernández-Ríos, Ricardo F Ungaro, Tyler J Loftus, Philip A Efron, Kenneth E Remy, Scott C Brakenridge, Vladimir P Badovinac, Thomas S Griffith, Richard S Hotchkiss, Lyle L Moldawer
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引用次数: 0
A Retrospective Cohort Study on 28-Day Mortality in Immunosuppressed Sepsis: An Interpretability-Based Predictive Model Using MIMIC-IV V2.2. 免疫抑制脓毒症患者28天死亡率的回顾性队列研究:基于MIMIC-IV v2.2的可解释性预测模型
IF 2.9 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2026-03-01 Epub Date: 2025-09-12 DOI: 10.1097/SHK.0000000000002721
Zhiru Zhong, Huiwei He, Zhiying Lin

Background: Sepsis in immunosuppressed patients is associated with significantly higher mortality rates, yet predictive models tailored to this high-risk population remain limited. This study aims to develop an interpretable machine learning model to predict 28-day mortality in immunosuppressed sepsis patients, with a focus on model transparency and clinical applicability.

Methods: A retrospective cohort study was conducted using clinical, laboratory, and demographic data from immunosuppressed sepsis patients. Feature selection was performed using LASSO regression, followed by the development of predictive models, including XGBoost. The model's performance was evaluated using the area under the receiver operating characteristic curve (AUROC). To enhance clinical interpretability, Shapley additive explanations (SHAP) were employed to provide insights into the contribution of individual features to mortality predictions.

Results: The final model identified key predictors of 28-day mortality, including lactate levels, red cell distribution width, platelet count, and Sequential Organ Failure Assessment score. XGBoost demonstrated superior predictive accuracy with an AUROC of 0.93 (95% confidence interval: 0.90-0.96), outperforming other models. SHAP analysis revealed that elevated lactate levels and reduced platelet counts were strong risk factors for mortality, while lower lactate and higher platelet counts were protective. The model's interpretability provided clear insights into the role of each predictor, facilitating individualized risk stratification.

Conclusion: The XGBoost model, combined with SHAP analysis, offers an accurate and interpretable tool for predicting 28-day mortality in immunosuppressed sepsis patients. This approach enhances clinical decision-making by providing transparent insights into the factors driving mortality risk, thus supporting personalized and timely interventions aimed at improving patient outcomes.

背景:免疫抑制患者的脓毒症与明显较高的死亡率相关,但针对这一高危人群的预测模型仍然有限。本研究旨在开发一种可解释的机器学习模型,以预测免疫抑制脓毒症患者的28天死亡率,重点是模型透明度和临床适用性。方法:对免疫抑制脓毒症患者的临床、实验室和人口学资料进行回顾性队列研究。使用LASSO回归进行特征选择,然后开发预测模型,包括XGBoost。模型的性能用受试者工作特征曲线下面积(AUROC)来评价。为了提高临床可解释性,采用Shapley加性解释(SHAP)来深入了解个体特征对死亡率预测的贡献。结果:最终模型确定了28天死亡率的关键预测因素,包括乳酸水平、红细胞分布宽度、血小板计数和序贯器官衰竭评估(SOFA)评分。XGBoost表现出卓越的预测准确性,AUROC为0.93 (95% CI: 0.90-0.96),优于其他模型。SHAP分析显示,乳酸水平升高和血小板计数减少是死亡率的强烈危险因素,而乳酸水平降低和血小板计数增加则具有保护作用。该模型的可解释性为每个预测因子的作用提供了清晰的见解,促进了个性化的风险分层。结论:XGBoost模型与SHAP分析相结合,为预测免疫抑制脓毒症患者28天死亡率提供了一个准确且可解释的工具。这种方法通过对导致死亡风险的因素提供透明的见解来增强临床决策,从而支持旨在改善患者预后的个性化和及时干预。
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引用次数: 0
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