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The interactions between autophagy and immune in the liver-adipose-ovary circuit of polycystic ovary syndrome. 多囊卵巢综合征肝-脂肪-卵巢回路中自噬与免疫的相互作用。
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-20 eCollection Date: 2025-01-01 DOI: 10.3389/fimmu.2025.1733950
Guofeng Nie, Muxuan Liu, Luxu Yang, Chanyu Li, Chenzhao Qu, Jing Wang, Juanjuan Mei, Yanlin Wang, Lei Han, Xinwei Zhang, Quanmin Wang

Polycystic ovary syndrome (PCOS) is a common reproductive, endocrine, and metabolic disorder in women of reproductive age, characterized by hyperandrogenemia, insulin resistance, and ovulatory dysfunction. Autophagy, a key cellular homeostasis mechanism, closely interacts with immune-inflammatory responses to drive PCOS pathogenesis. This review highlights the "liver-adipose-ovary circuit"-a pathological network where the liver, adipose tissue, and ovaries crosstalk via autophagy dysregulation, chronic low-grade inflammation, and metabolic disturbances. Abnormal autophagy in adipose tissue induces insulin resistance and inflammatory cytokine release; hepatic autophagy impairment exacerbates non-alcoholic fatty liver disease (NAFLD) and hyperandrogenemia; ovarian autophagy dysfunction disrupts folliculogenesis. These organ-specific abnormalities form a self-reinforcing cycle that amplifies PCOS phenotypes. Clinical therapies targeting this circuit (e.g., quercetin, metformin) show promise by regulating autophagy, improving insulin sensitivity, and restoring reproductive-metabolic balance. Future research should clarify inter-organ molecular mediators and validate autophagy-targeted strategies to advance personalized PCOS treatment.

多囊卵巢综合征(PCOS)是育龄妇女常见的生殖、内分泌和代谢紊乱,以高雄激素血症、胰岛素抵抗和排卵功能障碍为特征。自噬是一种关键的细胞稳态机制,与免疫炎症反应密切相互作用,驱动PCOS的发病。这篇综述强调了“肝脏-脂肪-卵巢回路”——肝脏、脂肪组织和卵巢通过自噬失调、慢性低度炎症和代谢紊乱相互作用的病理网络。脂肪组织异常自噬诱导胰岛素抵抗和炎性细胞因子释放;肝自噬损伤加重非酒精性脂肪性肝病(NAFLD)和高雄激素血症;卵巢自噬功能障碍破坏卵泡发生。这些器官特异性异常形成了一个自我强化循环,放大了多囊卵巢综合征的表型。针对该回路的临床治疗(如槲皮素、二甲双胍)在调节自噬、改善胰岛素敏感性和恢复生殖代谢平衡方面显示出前景。未来的研究应明确器官间分子介质,验证自噬靶向策略,以推进PCOS的个性化治疗。
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引用次数: 0
NLRP3 inflammasome activation in astrocytes restricts SARS-CoV-2 through gasdermin-D-driven IL-1β release. 星形胶质细胞NLRP3炎性小体激活通过气真皮蛋白d驱动IL-1β释放限制SARS-CoV-2。
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-20 eCollection Date: 2025-01-01 DOI: 10.3389/fimmu.2025.1703765
Ingrid S de Farias, Márcia Duarte-Barbosa, Natalia Salazar, Robert Andreata-Santos, Victoria Weise L de Lucena, Juliana T Maricato, Ricardo T Gazzinelli, Luiz Mário Ramos Janini, Karina Ramalho Bortoluci

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the third highly pathogenic coronavirus to emerge in humans in recent decades. Although primarily a respiratory virus, SARS-CoV-2 can invade the central nervous system (CNS), leading to severe neurological manifestations such as stroke, encephalopathy, and memory loss. However, the mechanisms by which neural cells control SARS-CoV-2 infection remain poorly understood. Here, we demonstrate that SARS-CoV-2 and its Nucleocapsid (N) and Spike (S) proteins induce classical NLRP3 inflammasome activation in astrocytes. Notably, astrocytes lacking NLRP3 or caspase-1 exhibit higher viral loads, indicating a crucial role of the NLRP3 inflammasome in astrocyte-mediated viral control. Similarly, gasdermin-D (GSDMD)-deficient astrocytes display increased susceptibility to infection, although their LDH release remains unaffected, suggesting that pyroptosis is not required for viral restriction. Instead, GSDMD deficiency leads to markedly reduced IL-1β secretion, and exogenous IL-1β rescues the impaired antiviral response in NLRP3-, caspase-1-, and GSDMD-deficient astrocytes. Our findings reveal that astrocytes autonomously control SARS-CoV-2 infection via the NLRP3-GSDMD-IL-1β axis, underscoring their active role in the neuroimmune response to viral infection.

严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)是近几十年来在人类中出现的第三种高致病性冠状病毒。虽然主要是一种呼吸道病毒,但SARS-CoV-2可以侵入中枢神经系统(CNS),导致严重的神经系统症状,如中风、脑病和记忆力丧失。然而,神经细胞控制SARS-CoV-2感染的机制仍然知之甚少。在这里,我们证明了SARS-CoV-2及其核衣壳(N)和Spike (S)蛋白可诱导星形胶质细胞中典型的NLRP3炎性体激活。值得注意的是,缺乏NLRP3或caspase-1的星形胶质细胞表现出更高的病毒载量,这表明NLRP3炎症体在星形胶质细胞介导的病毒控制中起着至关重要的作用。同样,缺乏气皮素-d (GSDMD)的星形胶质细胞对感染的易感性增加,尽管它们的LDH释放不受影响,这表明病毒限制不需要焦亡。相反,GSDMD缺乏导致IL-1β分泌明显减少,外源性IL-1β可以恢复NLRP3-、caspase-1-和GSDMD缺陷星形胶质细胞中受损的抗病毒反应。我们的研究结果表明,星形胶质细胞通过NLRP3-GSDMD-IL-1β轴自主控制SARS-CoV-2感染,强调了它们在病毒感染的神经免疫应答中的积极作用。
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引用次数: 0
Progressive exacerbation of neurological symptoms in a patient with neurosyphilis following T9-T10 intradural space-occupying lesion resection: a case report. T9-T10硬膜内占位性病变切除后神经梅毒患者神经症状进行性加重1例报告
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.3389/fimmu.2026.1729673
Yongpeng Meng, Yan Bo, Hongtao Wei

Background: Neurosyphilis is a disease of the central nervous system (CNS) caused by Treponema pallidum (syphilis spirochete), which usually presents with a variety of nonspecific symptoms and is easily misdiagnosed. Although Treponema pallidum can remain latent after treatment, reactivation may occur in the presence of a compromised or immunosuppressed immune system. This article reports a case of reactivation of neurosyphilis after spinal surgery, with the aim of exploring the possible role of immunosuppression in the process.

Case presentation: The patient was a 75-year-old female admitted to the hospital with persistent bilateral lower extremity pain and weakness and a past history of syphilis that was cured 31 years ago. Upon admission, the patient was diagnosed with an intradural occupying lesion and underwent T9-T10 intradural space-occupying lesion resection. Postoperatively, the patient developed symptoms of neurogenic bladder and paraplegia, and further examination revealed abnormal cerebrospinal fluid suggestive of reactivation of neurosyphilis. Through syphilis antibody testing and cerebrospinal fluid analysis, the diagnosis of neurosyphilis was finally confirmed and antisyphilis treatment was started.

Treatment and outcome: The patient received a 14-day course of intravenous benzylpenicillin, which resulted in significant symptomatic improvement and restoration of most functions at discharge. After 12 months of follow-up, the patient had fully recovered, with a progressive decrease in syphilis antibody titers and no neurosyphilis reactivation.

Conclusions: This case emphasizes the importance of preoperative syphilis antibody screening, especially in elderly patients with a history of syphilis. The immunosuppressed state may contribute to the reactivation of syphilis spirochetes; therefore, it is important to consider this potential risk and take appropriate precautions when performing surgical treatments such as spinal surgery. Penicillin remains the therapeutic agent of choice for neurosyphilis, and early diagnosis and treatment are critical to the patient's prognosis.

背景:神经梅毒是由梅毒螺旋体(Treponema pallidum)引起的中枢神经系统(CNS)疾病,通常表现为多种非特异性症状,易误诊。虽然梅毒螺旋体在治疗后可以保持潜伏,但在免疫系统受损或免疫抑制的情况下可能发生再激活。本文报道一例脊柱手术后神经梅毒再激活的病例,目的是探讨免疫抑制在这一过程中的可能作用。病例介绍:患者为75岁女性,因持续双侧下肢疼痛和无力入院,既往有梅毒病史,31年前治愈。入院时诊断为硬膜内占位性病变,行T9-T10硬膜内占位性病变切除术。术后患者出现神经源性膀胱和截瘫症状,进一步检查发现脑脊液异常提示神经梅毒再激活。通过梅毒抗体检测和脑脊液分析,最终确诊为神经梅毒,并开始抗梅毒治疗。治疗和结果:患者接受了14天的静脉注射青霉素疗程,出院时症状明显改善,大部分功能恢复。随访12个月后,患者完全康复,梅毒抗体滴度逐渐下降,无神经梅毒再激活。结论:本病例强调术前梅毒抗体筛查的重要性,特别是对有梅毒病史的老年患者。免疫抑制状态可能有助于梅毒螺旋体的再激活;因此,在进行脊柱手术等外科治疗时,考虑到这种潜在的风险并采取适当的预防措施是很重要的。青霉素仍然是神经梅毒的首选治疗药物,早期诊断和治疗对患者的预后至关重要。
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引用次数: 0
Paeoniflorin attenuates sepsis-induced liver injury by reprogramming macrophage polarization via the TLR4/NF-κB pathway. 芍药苷通过TLR4/NF-κB通路重编程巨噬细胞极化,减轻败血症诱导的肝损伤。
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-20 eCollection Date: 2025-01-01 DOI: 10.3389/fimmu.2025.1751550
Zhiwei Rong, Baitian Li, Chunzheng Liu, Lijun Liao

Background: Sepsis-associated liver injury (SALI) increases mortality in critically ill patients but lacks targeted treatments. Although the natural compound Paeoniflorin shows anti-inflammatory and immunomodulatory potential, its specific function and mechanism in SALI remain unclear.

Methods: A murine model of polymicrobial sepsis was established using cecal ligation and puncture (CLP). Male C57BL/6 mice were randomly allocated to Sham, CLP, CLP+Paeoniflorin (30, 60, 120 mg/kg), CLP+Paeoniflorin+TLR4 agonist (RS09 TFA), and Paeoniflorin-only control groups. Liver injury was assessed through serum ALT/AST measurements, histopathological evaluation, and TUNEL apoptosis assay. Hepatic inflammatory cytokine expression was quantified by qPCR. Macrophage polarization was analyzed via immunohistochemistry for F4/80, CD86 (M1), and CD206 (M2) markers. TLR4/NF-κB pathway activity was examined using Western blotting and immunohistochemistry. Transcriptomic profiling was performed through RNA sequencing and KEGG pathway analysis.

Results: Paeoniflorin administration significantly attenuated CLP-induced elevations in serum ALT and AST levels in a dose-dependent manner, ameliorated histopathological liver damage, and reduced hepatocyte apoptosis. Treatment with Paeoniflorin substantially downregulated hepatic mRNA expression of pro-inflammatory cytokines (IL-6, TNF-α, IL-1β). Immunohistochemical analysis revealed that Paeoniflorin treatment was associated with a shift in macrophage marker expression, characterized by a reduction in cells co-staining for F4/80 and the classic M1 marker CD86, and an increase in cells co-staining for F4/80 and the classic M2 marker CD206. This suggests a potential modulation of macrophage polarization balance towards an anti-inflammatory phenotype. Both transcriptomic and protein analyses confirmed that Paeoniflorin suppressed activation of the TLR4/NF-κB signaling pathway. The protective effects of Paeoniflorin were completely abolished by co-administration of the TLR4 agonist RS09 TFA.

Conclusion: Paeoniflorin confers protection against sepsis-induced liver injury by modulating macrophage polarization from the pro-inflammatory M1 phenotype toward the anti-inflammatory M2 phenotype through inhibition of the TLR4/NF-κB signaling pathway. These findings identify Paeoniflorin as a promising candidate for further development as an immunomodulatory therapy for SALI.

背景:脓毒症相关肝损伤(SALI)增加危重患者的死亡率,但缺乏靶向治疗。虽然天然化合物芍药苷具有抗炎和免疫调节的潜力,但其在SALI中的具体功能和机制尚不清楚。方法:采用盲肠结扎穿刺法(CLP)建立小鼠多微生物脓毒症模型。将雄性C57BL/6小鼠随机分为Sham组、CLP组、CLP+芍药苷(30、60、120 mg/kg)组、CLP+芍药苷+TLR4激动剂(RS09 TFA)组和单纯芍药苷对照组。通过血清ALT/AST测定、组织病理学评估和TUNEL细胞凋亡测定来评估肝损伤。采用qPCR定量检测肝脏炎性细胞因子的表达。通过免疫组化分析巨噬细胞F4/80、CD86 (M1)和CD206 (M2)标记物的极化。采用Western blot和免疫组化检测TLR4/NF-κB通路活性。通过RNA测序和KEGG通路分析进行转录组学分析。结果:芍药苷显著降低clp诱导的血清ALT和AST水平升高,呈剂量依赖性,改善组织病理学肝损伤,减少肝细胞凋亡。芍药苷显著下调肝脏促炎细胞因子(IL-6、TNF-α、IL-1β) mRNA表达。免疫组织化学分析显示,芍药苷治疗与巨噬细胞标志物表达的改变有关,其特征是F4/80和经典M1标志物CD86的细胞共染色减少,F4/80和经典M2标志物CD206的细胞共染色增加。这表明巨噬细胞极化平衡的潜在调节趋向于抗炎表型。转录组学和蛋白分析均证实芍药苷抑制TLR4/NF-κB信号通路的激活。与TLR4激动剂RS09 TFA联合使用,芍药苷的保护作用完全消失。结论:芍药苷通过抑制TLR4/NF-κB信号通路,调节巨噬细胞由促炎M1表型向抗炎M2表型分化,对脓毒症诱导的肝损伤具有保护作用。这些发现确定了芍药苷作为SALI免疫调节疗法的一个有前途的候选物。
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引用次数: 0
Allergen extract outperforms molecular components in basophil activation test in a pediatric cohort. 过敏原提取物优于分子成分在儿童队列中的嗜碱性粒细胞激活试验。
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-20 eCollection Date: 2025-01-01 DOI: 10.3389/fimmu.2025.1701351
Alexandre Chhing, Simone Choi, Dounia Khelifi-Touhami, Aïcha Abbas, Eric Ballot, Nathalie Cottel, Sarah Saf, Garance Germain, Nathalie Lambert, Pierre Challier, Sylvie Pauliat, Anaïs Lemoine, Melisande Bourgoin-Heck, Jocelyne Just, Stéphanie Wanin, Yannick Chantran

Background: The use of molecular allergens have greatly improved the clinical relevance of specific IgE serologies during allergy work-up. Very little is known regarding the added value of molecular allergens in the results of the basophil activation test (BAT).

Objective: To study the BAT concordance when using similar amounts of molecular allergens against source extracts, and to assess factors associated with BAT discrepancies between extract and related component.

Methods: Systematic retrospective monocentric study of all BAT performed at the Trousseau Hospital, Paris, France, with both molecular components and corresponding extract.

Results: Data from 213 interpretable extract/component BAT pairs (89 cow milk, 70 wheat, 28 house dust mites (HDM), 12 peanut, 9 hen egg, 3 peach, 1 apple, 1 chicken meat), corresponding to 150 blood samples from 109 patients were analyzed. Among BAT pairs showing allergen sensitizations, the two reagents only showed moderate agreement (κ = 0.62), with 18% (36/201) discordant BAT results. Among 36 cases of discrepant BAT results between extract and molecular component, 69% (25/36) were extract+/component- (p=0.03), in line with genuine allergic status, in contrast with the opposite case. Even in extract+/component+ concordant cases, component-stimulated basophils showed 6% less activation rates than their extract-stimulated counterpart. After stratification by allergen, better performances were confirmed with cow milk extract, but not with other allergens, which display large disparity regarding the propensity of different molecular component to activate basophils. Independently of the considered allergen, other variables such as total IgE, BAT positive control values, and treatment with monoclonal antibody or allergen-specific immunotherapy, appear to further modulate the risk of presenting a discordant BAT result.

Conclusion: In our study population, molecular components had lower capacity than the corresponding extract to activate IgE-sensitized basophils, which partly explain higher rates of true positive extract+/component- BAT. Component-based BAT can potentially lead to false-negative results, and extract-based should generally be preferred, especially for cow milk.

背景:分子过敏原的使用大大提高了过敏检查中特异性IgE血清学的临床相关性。关于分子过敏原在嗜碱性粒细胞激活试验(BAT)结果中的附加价值,我们所知甚少。目的:研究相似量的分子过敏原对源提取物的BAT一致性,并评估导致提取物与相关成分之间BAT差异的相关因素。方法:对法国巴黎Trousseau医院的所有BAT进行系统回顾性单中心研究,包括分子成分和相应的提取物。结果:共分析了109例患者150份血样中213对可解释提取物/组分BAT(89对牛奶、70对小麦、28对室内尘螨、12对花生、9对鸡蛋、3对桃子、1对苹果、1对鸡肉)的数据。在显示过敏原致敏的BAT对中,两种试剂仅显示中等一致性(κ = 0.62), 18%(36/201)的BAT结果不一致。在36例提取液与分子成分的BAT结果不一致的病例中,69%(25/36)为提取液+/成分- (p=0.03),符合真实过敏状态,相反情况则相反。即使在提取物+/成分+一致的情况下,成分刺激的嗜碱性细胞的激活率也比提取物刺激的嗜碱性细胞低6%。经致敏原分层处理后,乳提取物的致敏效果较好,而其他致敏原的致敏效果较差,不同分子成分对嗜碱性细胞的激活倾向差异较大。与考虑的过敏原无关,其他变量,如总IgE、BAT阳性控制值以及单克隆抗体或过敏原特异性免疫治疗,似乎会进一步调节出现不一致BAT结果的风险。结论:在我们的研究人群中,分子成分激活ige致敏的嗜碱性细胞的能力低于相应的提取物,这在一定程度上解释了提取物+/成分- BAT的真阳性率较高。基于成分的BAT可能会导致假阴性结果,通常应该首选基于提取物的BAT,尤其是牛奶。
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引用次数: 0
Editorial: Novel therapeutic targets in autoimmune diseases: intestinal microbiota and adaptive immunity regulation. 社论:自身免疫性疾病的新治疗靶点:肠道微生物群和适应性免疫调节。
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.3389/fimmu.2026.1779062
Caio César de Souza Alves, Sandra Bertelli Ribeiro de Castro, Alessa Sin Singer Brugiolo
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引用次数: 0
Comprehensive analysis of IGFL1 in colorectal cancer and its promotion of tumour progression via inhibition of lipophagy. 结直肠癌中IGFL1的综合分析及其通过抑制脂质吞噬促进肿瘤进展。
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-19 eCollection Date: 2025-01-01 DOI: 10.3389/fimmu.2025.1719525
Ao Wang, Yu Zhou, Zhijuan Deng, Ying Duan, Zhenjie Dai, Dan Jiang
<p><strong>Objective: </strong>Colorectal cancer (CRC) ranks among the most prevalent malignancies, with increasing incidence and mortality rates presenting a substantial public health challenge. While insulin growth factor like family member 1 (IGFL1) has been implicated in the regulation of various diseases, its functional role in colorectal cancer remains poorly characterised. This study therefore aims to elucidate the involvement of IGFL1 in CRC through an integrated approach combining bioinformatics analysis and experimental validation.</p><p><strong>Methods: </strong>The expression of IGFL1 in CRC and its association with clinicopathological features, diagnostic relevance, and patient prognosis were evaluated using data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. Immunohistochemistry was performed to validate IGFL1 protein expression in CRC tissue samples. Immune cell infiltration levels and immune microenvironment scores related to IGFL1 expression were analysed using multiple computational algorithms, including CIBERSORT, ssGSEA, ESTIMATE, EPIC, MCP-counter, quanTIseq, TIMER, xCell, and CIBERSOR. Furthermore, IGFL1 expression patterns across distinct cellular subpopulations were examined using single-cell RNA sequencing datasets from the Tumor Immune Single-cell Hub (TISCH) database. The TIDE algorithm was applied to assess the potential clinical efficacy of immunotherapy in groups with high versus low IGFL1 expression, in addition to investigating correlations between IGFL1 expression and immune checkpoint markers. Genetic alterations of IGFL1 were analysed via cBioPortal, while the TIMER2.0 database was used to explore relationships between IGFL1 expression and key gene mutations in CRC. The CTRP and GDSC databases were employed to investigate associations between IGFL1 expression and sensitivity to conventional chemotherapy drugs. Finally, phenotypic validation and mechanistic studies were conducted using the CRC cell lines SW620 and HCT116.</p><p><strong>Results: </strong>Our study demonstrates that IGFL1 expression is significantly up-regulated in CRC and possesses considerable diagnostic value. Elevated IGFL1 levels were consistently observed in clinical specimens, where high expression correlated with adverse clinicopathological features, poorer prognosis, and mutations in key oncogenes. Within the tumour microenvironment, IGFL1 appears to play a critical role in modulating the infiltration of diverse immune cell populations. Furthermore, IGFL1 expression influences both immunotherapy responsiveness and chemotherapy sensitivity in CRC patients. Genetic knockdown of IGFL1 markedly attenuated the malignant phenotype of CRC cells. RNA-sequencing analysis revealed that IGFL1 is closely linked to cholesterol metabolism, autophagy pathways, and ATP hydrolysis activity. Functionally, inhibition of IGFL1 enhanced lipophagy in CRC cells. Collectively, these findings indicate that IGFL1 promotes CRC patho
目的:结直肠癌(CRC)是最常见的恶性肿瘤之一,其发病率和死亡率不断上升,对公共卫生构成了重大挑战。虽然胰岛素生长因子样家族成员1 (IGFL1)参与多种疾病的调节,但其在结直肠癌中的功能作用仍不清楚。因此,本研究旨在通过结合生物信息学分析和实验验证的综合方法阐明IGFL1在CRC中的作用。方法:利用Cancer Genome Atlas (TCGA)和Gene expression Omnibus (GEO)数据库的数据,评估IGFL1在结直肠癌中的表达及其与临床病理特征、诊断相关性和患者预后的关系。免疫组织化学验证IGFL1蛋白在结直肠癌组织样本中的表达。使用多种计算算法(CIBERSORT、ssGSEA、ESTIMATE、EPIC、MCP-counter、quanTIseq、TIMER、xCell和CIBERSOR)分析免疫细胞浸润水平和与IGFL1表达相关的免疫微环境评分。此外,利用来自肿瘤免疫单细胞中心(TISCH)数据库的单细胞RNA测序数据集,研究了不同细胞亚群中IGFL1的表达模式。除了研究IGFL1表达与免疫检查点标志物之间的相关性外,还应用TIDE算法评估IGFL1高表达与低表达组免疫治疗的潜在临床疗效。通过cBioPortal分析IGFL1的遗传改变,并使用TIMER2.0数据库探索IGFL1表达与CRC关键基因突变之间的关系。利用CTRP和GDSC数据库研究IGFL1表达与常规化疗药物敏感性之间的关系。最后,使用结直肠癌细胞系SW620和HCT116进行表型验证和机制研究。结果:我们的研究表明,IGFL1在结直肠癌中表达显著上调,具有相当的诊断价值。临床标本中IGFL1水平持续升高,高表达与不良的临床病理特征、较差的预后和关键癌基因突变相关。在肿瘤微环境中,IGFL1似乎在调节不同免疫细胞群的浸润中起着关键作用。此外,IGFL1表达影响结直肠癌患者的免疫治疗反应性和化疗敏感性。基因敲低IGFL1可显著减轻CRC细胞的恶性表型。rna测序分析显示,IGFL1与胆固醇代谢、自噬途径和ATP水解活性密切相关。功能上,抑制IGFL1可增强结直肠癌细胞的脂质吞噬。总之,这些发现表明IGFL1通过抑制脂质吞噬促进结直肠癌的发病和进展。结论:IGFL1在结直肠癌中表现出致癌特性,可能是一个潜在的治疗靶点。
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引用次数: 0
Comparing the performance of radiomics, nomograms, machine learning, and large language models in predicting 28-day mortality in severe community-acquired pneumonia patients. 比较放射组学、形态图、机器学习和大型语言模型在预测严重社区获得性肺炎患者28天死亡率方面的表现
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-19 eCollection Date: 2025-01-01 DOI: 10.3389/fimmu.2025.1679496
Tingting Lin, Huimin Wan, Yifei Liang, Jie Ming, Jingjing Lu, Zhongliang Guo

Background: Severe community-acquired pneumonia (SCAP) is a significant global health challenge due to its high mortality. Despite advances, early diagnosis and effective management remain critical. Tools like radiomics analyze imaging data for risk assessment, while machine learning and nomograms aid in personalized treatment. Large language models (LLMs) enhance clinical decision-making by analyzing data and supporting care strategies. This study integrates these methods to predict 28-day mortality in SCAP patients.

Methods: A cohort of 599 patients diagnosed with severe community-acquired pneumonia (SCAP), including 316 males and 283 females, from Shanghai East Hospital and Xiamen Humanity Hospital were enrolled in this study. High-resolution lung CT scans were used to segment three-dimensional regions of interest, from which 1,050 radiomic features were extracted. The dataset was divided into a training set (80%) and an independent test set (20%), and k-fold cross-validation was applied to optimize model performance. To address class imbalance, the SMOTE oversampling technique was employed. The study integrated radiomics, nomograms, seven machine learning models, and five LLMs to predict the 28-day mortality risk in SCAP patients. SHAP values were utilized to enhance the interpretability of feature contributions. Not only that, this study integrates the prior knowledge provided by LLMs, processed through an embedding layer, with data-driven feature learning in the main network, and dynamically fuses their outputs using a bias network with a gating mechanism, thereby improving the accuracy and interpretability of LLMs in predicting 28-day mortality risk for SCAP patients.

Results: Key predictors of 28-day mortality included inflammatory markers, cytokines, age, CRP, and oxygenation index. Clinical-Radiomics models achieved strong accuracy (AUC 0.92). Machine learning models, particularly XGBoost (AUC 0.90), were highly effective, with SHAP analysis emphasizing radscore's importance. LLMs like Chatgpt also performed well (AUC 0.78), showcasing the potential of integrating clinical, radiomic, and AI-driven approaches.

Conclusion: This study demonstrates the effectiveness of radiomics, machine learning, and LLMs to predict SCAP outcomes. Models like XGBoost achieved superior accuracy, while SHAP analysis improved interpretability. These advancements highlight the potential for enhanced SCAP prognosis and personalized care strategies.

背景:严重社区获得性肺炎(SCAP)由于其高死亡率是一个重大的全球卫生挑战。尽管取得了进展,但早期诊断和有效管理仍然至关重要。像放射组学这样的工具分析成像数据以进行风险评估,而机器学习和形态图则有助于个性化治疗。大型语言模型(LLMs)通过分析数据和支持护理策略来增强临床决策。本研究整合了这些方法来预测SCAP患者的28天死亡率。方法:选取上海东方医院和厦门人文医院确诊的重症社区获得性肺炎(SCAP)患者599例,其中男性316例,女性283例。高分辨率肺部CT扫描用于分割感兴趣的三维区域,从中提取1,050个放射学特征。将数据集分为训练集(80%)和独立测试集(20%),并采用k-fold交叉验证优化模型性能。为了解决类不平衡问题,采用了SMOTE过采样技术。该研究整合了放射组学、形态图、7个机器学习模型和5个llm来预测SCAP患者28天的死亡风险。利用SHAP值增强特征贡献的可解释性。不仅如此,本研究将llm提供的先验知识通过嵌入层处理与主网络中数据驱动的特征学习相结合,并使用带有门控机制的偏倚网络动态融合其输出,从而提高llm预测SCAP患者28天死亡风险的准确性和可解释性。结果:28天死亡率的主要预测因素包括炎症标志物、细胞因子、年龄、CRP和氧合指数。临床放射组学模型具有较高的准确性(AUC 0.92)。机器学习模型,特别是XGBoost (AUC 0.90),非常有效,SHAP分析强调了radscore的重要性。Chatgpt等法学硕士也表现良好(AUC 0.78),展示了整合临床、放射学和人工智能驱动方法的潜力。结论:本研究证明了放射组学、机器学习和llm在预测SCAP预后方面的有效性。像XGBoost这样的模型实现了更高的准确性,而SHAP分析提高了可解释性。这些进展突出了SCAP预后改善和个性化护理策略的潜力。
{"title":"Comparing the performance of radiomics, nomograms, machine learning, and large language models in predicting 28-day mortality in severe community-acquired pneumonia patients.","authors":"Tingting Lin, Huimin Wan, Yifei Liang, Jie Ming, Jingjing Lu, Zhongliang Guo","doi":"10.3389/fimmu.2025.1679496","DOIUrl":"https://doi.org/10.3389/fimmu.2025.1679496","url":null,"abstract":"<p><strong>Background: </strong>Severe community-acquired pneumonia (SCAP) is a significant global health challenge due to its high mortality. Despite advances, early diagnosis and effective management remain critical. Tools like radiomics analyze imaging data for risk assessment, while machine learning and nomograms aid in personalized treatment. Large language models (LLMs) enhance clinical decision-making by analyzing data and supporting care strategies. This study integrates these methods to predict 28-day mortality in SCAP patients.</p><p><strong>Methods: </strong>A cohort of 599 patients diagnosed with severe community-acquired pneumonia (SCAP), including 316 males and 283 females, from Shanghai East Hospital and Xiamen Humanity Hospital were enrolled in this study. High-resolution lung CT scans were used to segment three-dimensional regions of interest, from which 1,050 radiomic features were extracted. The dataset was divided into a training set (80%) and an independent test set (20%), and k-fold cross-validation was applied to optimize model performance. To address class imbalance, the SMOTE oversampling technique was employed. The study integrated radiomics, nomograms, seven machine learning models, and five LLMs to predict the 28-day mortality risk in SCAP patients. SHAP values were utilized to enhance the interpretability of feature contributions. Not only that, this study integrates the prior knowledge provided by LLMs, processed through an embedding layer, with data-driven feature learning in the main network, and dynamically fuses their outputs using a bias network with a gating mechanism, thereby improving the accuracy and interpretability of LLMs in predicting 28-day mortality risk for SCAP patients.</p><p><strong>Results: </strong>Key predictors of 28-day mortality included inflammatory markers, cytokines, age, CRP, and oxygenation index. Clinical-Radiomics models achieved strong accuracy (AUC 0.92). Machine learning models, particularly XGBoost (AUC 0.90), were highly effective, with SHAP analysis emphasizing radscore's importance. LLMs like Chatgpt also performed well (AUC 0.78), showcasing the potential of integrating clinical, radiomic, and AI-driven approaches.</p><p><strong>Conclusion: </strong>This study demonstrates the effectiveness of radiomics, machine learning, and LLMs to predict SCAP outcomes. Models like XGBoost achieved superior accuracy, while SHAP analysis improved interpretability. These advancements highlight the potential for enhanced SCAP prognosis and personalized care strategies.</p>","PeriodicalId":12622,"journal":{"name":"Frontiers in Immunology","volume":"16 ","pages":"1679496"},"PeriodicalIF":5.9,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12861895/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146112961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cerebellar tumefactive demyelination in MOGAD: a case report on diagnostic challenges and immunotherapeutic strategy. MOGAD小脑肿瘤性脱髓鞘:诊断挑战和免疫治疗策略的病例报告。
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-19 eCollection Date: 2025-01-01 DOI: 10.3389/fimmu.2025.1729641
XiaoDan Zheng, JiaYue Zhang, DaWei Li, Bo Yuan

Tumefactive demyelination is a rare phenotypic subtype of myelin oligodendrocyte glycoprotein (MOG) antibody-associated disease (MOGAD) and poses significant diagnostic challenges due to substantial clinical and radiological overlap with intracranial neoplasms and other demyelinating conditions. This mimicry frequently leads to misdiagnosis and subsequent inappropriate therapeutic interventions and delay in treatment, thereby increasing the risk of adverse clinical outcomes. We present the case of a 31-year-old male with a prior history of MOG-associated optic neuritis (ON) who developed acute-onset dizziness and gait instability evolving over five days. Brain magnetic resonance imaging (MRI) demonstrated an atypical mass-like lesion in the left cerebellar hemisphere with extension to the middle cerebellar peduncle. Serum testing showed MOG-IgG positivity at 1:100 titer (live cell-based assay) with negative AQP4-IgG. Following timely pulse corticosteroid therapy, the patient showed marked symptomatic improvement and received sequential maintenance of oral corticosteroid for six months. A follow-up MRI revealed complete resolution of abnormalities, and no recurrence was observed during the 21-month follow-up period. This case highlights the critical importance of including rare tumefactive MOGAD in the differential diagnosis of mass-like lesions, thereby avoiding the potential morbidity associated with misdiagnosis and delayed treatment. It also underscores the role of maintenance therapy in reducing relapses and preventing disability accumulation.

肿瘤性脱髓鞘是髓鞘少突胶质细胞糖蛋白(MOG)抗体相关疾病(MOGAD)的一种罕见表型亚型,由于与颅内肿瘤和其他脱髓鞘疾病有大量临床和影像学重叠,因此给诊断带来了重大挑战。这种模仿经常导致误诊和随后不适当的治疗干预和治疗延误,从而增加不良临床结果的风险。我们报告了一例31岁男性,既往有mog相关视神经炎(ON)病史,他发展为急性发作的头晕和步态不稳定,持续了5天。脑磁共振成像(MRI)显示左小脑半球非典型肿块样病变,延伸至小脑中脚。血清检测显示MOG-IgG呈1:100滴度阳性(活细胞法),AQP4-IgG呈阴性。经及时的脉搏皮质类固醇治疗后,患者症状明显改善,并连续口服皮质类固醇维持6个月。随访MRI显示异常完全消退,21个月随访期间未见复发。该病例强调了在肿块样病变的鉴别诊断中纳入罕见的肿瘤性MOGAD的重要性,从而避免了与误诊和延误治疗相关的潜在发病率。它还强调了维持治疗在减少复发和预防残疾积累方面的作用。
{"title":"Cerebellar tumefactive demyelination in MOGAD: a case report on diagnostic challenges and immunotherapeutic strategy.","authors":"XiaoDan Zheng, JiaYue Zhang, DaWei Li, Bo Yuan","doi":"10.3389/fimmu.2025.1729641","DOIUrl":"https://doi.org/10.3389/fimmu.2025.1729641","url":null,"abstract":"<p><p>Tumefactive demyelination is a rare phenotypic subtype of myelin oligodendrocyte glycoprotein (MOG) antibody-associated disease (MOGAD) and poses significant diagnostic challenges due to substantial clinical and radiological overlap with intracranial neoplasms and other demyelinating conditions. This mimicry frequently leads to misdiagnosis and subsequent inappropriate therapeutic interventions and delay in treatment, thereby increasing the risk of adverse clinical outcomes. We present the case of a 31-year-old male with a prior history of MOG-associated optic neuritis (ON) who developed acute-onset dizziness and gait instability evolving over five days. Brain magnetic resonance imaging (MRI) demonstrated an atypical mass-like lesion in the left cerebellar hemisphere with extension to the middle cerebellar peduncle. Serum testing showed MOG-IgG positivity at 1:100 titer (live cell-based assay) with negative AQP4-IgG. Following timely pulse corticosteroid therapy, the patient showed marked symptomatic improvement and received sequential maintenance of oral corticosteroid for six months. A follow-up MRI revealed complete resolution of abnormalities, and no recurrence was observed during the 21-month follow-up period. This case highlights the critical importance of including rare tumefactive MOGAD in the differential diagnosis of mass-like lesions, thereby avoiding the potential morbidity associated with misdiagnosis and delayed treatment. It also underscores the role of maintenance therapy in reducing relapses and preventing disability accumulation.</p>","PeriodicalId":12622,"journal":{"name":"Frontiers in Immunology","volume":"16 ","pages":"1729641"},"PeriodicalIF":5.9,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12861903/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146113036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bio-boosting transplants: a systematic review on biopolymers in vascular composite allotransplantation. 生物促进移植:生物聚合物在血管复合异体移植中的系统综述。
IF 5.9 2区 医学 Q1 IMMUNOLOGY Pub Date : 2026-01-19 eCollection Date: 2025-01-01 DOI: 10.3389/fimmu.2025.1645261
Leonard Knoedler, Tobias Niederegger, Thomas Schaschinger, Jakob Fenske, Varun P A Murugan, Samuel Knoedler, Max Heiland, Adriana C Panayi, Gabriel Hundeshagen, Alexandre G Lellouch

Background: Vascularized composite allotransplantation (VCA) joins skin, muscle, bone, nerve, and vessels into a single graft that is both highly immunogenic and mechanically complex. Biopolymers, natural or synthetic, can provide structural scaffolding, localized drug release, and immune modulation. Although widely explored in solid-organ transplantation, their utility in VCA is poorly defined. We therefore conducted a systematic review to consolidate current evidence and map translational priorities.

Methods: Adhering to PRISMA 2020 and registered in PROSPERO (CRD420251039845), we searched PubMed, Web of Science, EMBASE, Cochrane Library, and Google Scholar through April 2025. Original studies evaluating biopolymers in any VCA-relevant setting (in vitro, animal, or clinical) were eligible. Clinical quality was judged with the Newcastle-Ottawa Scale and pre-clinical studies with the SYRCLE tool. Given methodological heterogeneity, findings were narratively synthesized.

Results: Eleven studies published between 2014 and 2024 fulfilled inclusion criteria. Collectively, they demonstrate that biopolymers, ranging from decellularized limb and auricular scaffolds to collagen-hydroxyapatite or polycaprolactone bone substitutes, hyaluronic-acid-functionalized vascular grafts, chitosan- or alginate-based drug-eluting coatings, and extracellular-matrix (ECM) sheets delivering cytotoxic T-lymphocyte-associated protein 4-immunoglobulin (CTLA4-Ig) with or without rapamycin, consistently enhance vascularization, support multi-tissue regeneration, and preserve mechanical integrity across diverse VCA models. Immunologically, polymer platforms bias host responses toward tolerance: in a murine hind-limb model, ECM combined with CTLA4-Ig and rapamycin extended graft survival to 72 days while promoting pro-regenerative macrophage polarization. Drug-delivery applications also proved effective; calcium-alginate coatings prolonged vancomycin release for up to 50 days in vitro, highlighting the potential for infection control during graft integration. Notwithstanding these benefits, chitosan scaffolds displayed inadequate load-bearing capacity, and heterogeneity in species, graft types, follow-up intervals, and outcome metrics limited direct comparison and impeded meta-analysis.

Conclusion: Biopolymers emerge as potential adaptable platforms that merge mechanical support with finely tuned immune regulation in VCA. Successful translation will depend on tissue-specific material optimization, standardized immunological endpoints, and multicenter studies that replicate clinical complexity. Drawing on lessons from solid-organ transplantation and fostering collaboration among immunologists, biomaterial scientists, and surgeons will be pivotal to moving these technologies from bench to bedside in VCA.

背景:血管化复合同种异体移植(VCA)将皮肤、肌肉、骨骼、神经和血管连接成一个单一的移植物,既具有高度的免疫原性,又具有机械复杂性。生物聚合物,无论是天然的还是合成的,都可以提供结构支架、局部药物释放和免疫调节。尽管在实体器官移植中得到了广泛的探索,但它们在VCA中的应用还不明确。因此,我们进行了一项系统评价,以巩固现有证据并绘制翻译重点。方法:遵循PRISMA 2020,在PROSPERO注册(CRD420251039845),于2025年4月前检索PubMed、Web of Science、EMBASE、Cochrane Library和谷歌Scholar。评价生物聚合物在任何与vca相关的环境下(体外、动物或临床)的原始研究都是合格的。临床质量采用纽卡斯尔-渥太华量表进行评判,临床前研究采用sycle工具。考虑到方法学的异质性,研究结果是叙述性综合的。结果:2014 - 2024年间发表的11项研究符合纳入标准。总的来说,他们证明了生物聚合物,从脱细胞肢体和耳穴支架到胶原-羟基磷灰石或聚己内酯骨替代品,透明质酸功能化血管移植物,壳聚糖或海藻酸盐为基础的药物洗脱涂层,以及细胞外基质(ECM)片,传递细胞毒性t淋巴细胞相关蛋白4-免疫球蛋白(CTLA4-Ig),无论是否含有雷帕霉素,都能持续增强血管化,支持多组织再生。并保持不同VCA模型的机械完整性。免疫学上,聚合物平台使宿主反应偏向于耐受:在小鼠后肢模型中,ECM联合CTLA4-Ig和雷帕霉素将移植物存活时间延长至72天,同时促进促再生巨噬细胞极化。药物递送应用也被证明是有效的;海藻酸钙涂层将万古霉素的体外释放延长了50天,突出了移植物整合过程中感染控制的潜力。尽管有这些好处,壳聚糖支架显示出不足的承载能力,而且品种、移植物类型、随访时间间隔和结果指标的异质性限制了直接比较和阻碍了荟萃分析。结论:生物聚合物作为一种潜在的适应性平台,在VCA中融合了机械支持和精细调节的免疫调节。成功的翻译将取决于组织特异性的材料优化,标准化的免疫学终点,以及复制临床复杂性的多中心研究。吸取实体器官移植的经验教训,促进免疫学家、生物材料科学家和外科医生之间的合作,将是将这些技术从实验室转移到临床的关键。
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引用次数: 0
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