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mTORC2 is crucial for regulating the recombinant Mycobacterium tuberculosis CFP-10 protein-induced phagocytosis in macrophages. mTORC2在调控重组结核分枝杆菌CFP-10蛋白诱导的巨噬细胞吞噬中起关键作用。
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-05-09 DOI: 10.1186/s12865-025-00715-6
Xian-Hui Huang, Yu Wang, Liu-Ying Wu, Ye-Lin Jiang, Ling-Jie Ma, Xiao-Feng Shi, Xing Wang, Meng-Meng Zheng, Lu Tang, Yong-Liang Lou, Dan-Li Xie

Mycobacterium tuberculosis (M. tuberculosis, Mtb) is a pathogenic bacterial species in the family Mycobacteriaceae and the causative agent of most cases of tuberculosis. Macrophages play essential roles in defense against invading pathogens, including M. tuberculosis. The study of M. tuberculosis-associated antigens is one of the hotspots of current research. The secreted proteins of M. tuberculosis, including early secretory antigen target 6 (ESTA6) and culture filtrate protein 10 (CFP-10), are crucial for the immunological diagnosis of tuberculosis. However, the relationship of CFP-10 alone with macrophages is still not well understood. In the present study, we report that the purified recombinant protein CFP-10 (rCFP-10) significantly enhanced the phagocytic capacity of murine macrophages. rCFP-10 induces both TNF-α and IL-6 production. Additionally, RNASeq analysis revealed that rCFP10 triggers multiple pathways involved with macrophage activation. Interestingly, neither mitochondrial reactive oxygen species nor lysosomal content had a significant difference treated with rCFP-10 in macrophages. Moreover, inhibition of the mammalian target of rapamycin (mTOR) activity was shown to significantly reverse the rCFP10-induced phagocytosis, various genes involved in lysosome acidification and TLR signaling. These findings highlight that the CFP-10 plays an essential role in the invasion of macrophages by M. tuberculosis, which is partly regulated by the mTORC2 signal pathway.

结核分枝杆菌(M. tuberculosis, Mtb)是分枝杆菌科的一种致病性细菌,是大多数结核病病例的病原体。巨噬细胞在防御包括结核分枝杆菌在内的入侵病原体方面发挥着重要作用。结核分枝杆菌相关抗原的研究是当前研究的热点之一。结核分枝杆菌的分泌蛋白,包括早期分泌抗原靶标6 (ESTA6)和培养滤液蛋白10 (CFP-10),对结核病的免疫学诊断至关重要。然而,CFP-10单独与巨噬细胞的关系尚不清楚。在本研究中,我们报道了纯化的重组蛋白CFP-10 (rCFP-10)显著增强小鼠巨噬细胞的吞噬能力。rCFP-10诱导TNF-α和IL-6的产生。此外,RNASeq分析显示,rCFP10触发了参与巨噬细胞激活的多种途径。有趣的是,在巨噬细胞中,rCFP-10处理后,线粒体活性氧种类和溶酶体含量都没有显著差异。此外,抑制哺乳动物雷帕霉素靶蛋白(mTOR)活性可显著逆转rcfp10诱导的吞噬作用、溶酶体酸化和TLR信号传导相关的各种基因。这些发现表明CFP-10在结核分枝杆菌侵袭巨噬细胞过程中发挥重要作用,部分受mTORC2信号通路调控。
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引用次数: 0
A comparative analysis of drug-induced kidney injury adverse reactions between cyclosporine and tacrolimus based on the FAERS database. 基于FAERS数据库的环孢素与他克莫司药物性肾损伤不良反应的比较分析。
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-05-02 DOI: 10.1186/s12865-025-00714-7
Min Xu, Shanggang Xu, Xueliang Yi

Background: This study utilizes the FDA Adverse Event Reporting System (FAERS) database to compare the adverse reaction signals of cyclosporine and tacrolimus, two widely used immunosuppressants, in relation to drug-induced kidney injury. The findings aim to inform clinical decision-making.

Methods: The study retrospectively analyzed data from January 2004 to September 2024, employing both frequency analysis and Bayesian methods. We assessed and compared the mortality rates, hospitalization rates, and the association of cyclosporine and tacrolimus with kidney injury to elucidate the renal toxicity of these two drugs.

Results: After data processing, we identified a total of 3,449 cyclosporine-related kidney injury reports and 5,538 tacrolimus-related kidney injury reports. The results revealed a stronger association between tacrolimus and kidney injury. Additionally, kidney injuries associated with both cyclosporine and tacrolimus predominantly affected males. Furthermore, the hospitalization rate for cyclosporine-related kidney injury was 34.40%, compared to 44.50% for tacrolimus. The mortality rate associated with cyclosporine-induced kidney injury was higher than that of tacrolimus.

Conclusion: This study utilized the FDA Adverse Event Reporting System (FAERS) database from January 2004 to September 2024 to perform a comprehensive analysis of adverse drug-related kidney injury reactions to cyclosporine and tacrolimus. The results suggest that both cyclosporine and tacrolimus are associated with renal injury, but tacrolimus appears to reduce mortality while increasing hospitalization rates. This serves as a critical warning for planning future treatment regimens, drug monitoring, and reducing adverse effects.

背景:本研究利用FDA不良事件报告系统(FAERS)数据库,比较两种广泛使用的免疫抑制剂环孢素和他克莫司在药物性肾损伤中的不良反应信号。研究结果旨在为临床决策提供信息。方法:采用频率分析和贝叶斯方法对2004年1月至2024年9月的数据进行回顾性分析。我们评估并比较了死亡率、住院率以及环孢素和他克莫司与肾损伤的关系,以阐明这两种药物的肾毒性。结果:经过数据处理,我们共发现3449例环孢素相关肾损伤报告和5538例他克莫司相关肾损伤报告。结果显示他克莫司与肾损伤之间有较强的相关性。此外,与环孢素和他克莫司相关的肾脏损伤主要影响男性。此外,环孢素相关性肾损伤的住院率为34.40%,而他克莫司的住院率为44.50%。环孢素所致肾损伤的死亡率高于他克莫司。结论:本研究利用FDA不良事件报告系统(FAERS)数据库,从2004年1月至2024年9月,对环孢素和他克莫司的药物相关不良肾损伤反应进行了综合分析。结果表明,环孢素和他克莫司都与肾损伤有关,但他克莫司似乎降低了死亡率,同时增加了住院率。这对规划未来的治疗方案、药物监测和减少不良反应是一个重要的警告。
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引用次数: 0
Natural and induced immune responses in oral cavity and saliva. 口腔和唾液中的自然和诱导免疫反应。
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-04-18 DOI: 10.1186/s12865-025-00713-8
Michele Matsuoka, Salim Abraham Soria, Julien Rodrigues Pires, Adriana Campos Passanezi Sant'Ana, Marcelo Freire

This review comprehensively explores the intricate immune responses within the oral cavity, emphasizing the pivotal role of saliva in maintaining both oral and systemic health. Saliva, a complex biofluid, functions as a dynamic barrier against pathogens, housing diverse cellular components including epithelial cells, neutrophils, monocytes, dendritic cells, and lymphocytes, which collectively contribute to robust innate and adaptive immune responses. It acts as a physical and immunological barrier, providing the first line of defense against pathogens. The multifaceted protective mechanisms of salivary proteins, cytokines, and immunoglobulins, particularly secretory IgA (SIgA), are elucidated. We explore the natural and induced immune responses in saliva, focusing on its cellular and molecular composition. In addition to saliva, we highlight the significance of a serum-like fluid, the gingival crevicular fluid (GCF), in periodontal health and disease, and its potential as a diagnostic tool. Additionally, the review delves into the impact of diseases such as periodontitis, oral cancer, type 2 diabetes, and lupus on salivary immune responses, highlighting the potential of saliva as a non-invasive diagnostic tool for both oral and systemic conditions. We describe how oral tissue and the biofluid responds to diseases, including considerations to periodontal tissue health and in disease periodontitis. By examining the interplay between oral and systemic health through the oral-systemic axis, this review underscores the significance of salivary immune mechanisms in overall well-being and disease pathogenesis, emphasizing the importance of salivary mechanisms across the body.

本文全面探讨了口腔内复杂的免疫反应,强调了唾液在维持口腔和全身健康中的关键作用。唾液是一种复杂的生物流体,可作为对抗病原体的动态屏障,容纳各种细胞成分,包括上皮细胞、中性粒细胞、单核细胞、树突状细胞和淋巴细胞,它们共同促进强大的先天和适应性免疫反应。它作为物理和免疫屏障,提供抵抗病原体的第一道防线。唾液蛋白、细胞因子和免疫球蛋白,特别是分泌IgA (SIgA)的多方面保护机制被阐明。我们探讨自然和诱导免疫反应在唾液,重点是其细胞和分子组成。除了唾液,我们强调血清样液体,牙龈沟液(GCF)在牙周健康和疾病中的重要性,以及它作为诊断工具的潜力。此外,该综述深入研究了诸如牙周炎、口腔癌、2型糖尿病和狼疮等疾病对唾液免疫反应的影响,强调了唾液作为口腔和全身疾病的非侵入性诊断工具的潜力。我们描述了口腔组织和生物液对疾病的反应,包括对牙周组织健康和疾病牙周炎的考虑。通过口腔-系统轴研究口腔和全身健康之间的相互作用,本综述强调了唾液免疫机制在整体健康和疾病发病机制中的重要性,强调了全身唾液机制的重要性。
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引用次数: 0
Incidence of severe adverse events in cancer patients after treatment with immune-checkpoint inhibitors during the COVID- 19 pandemic. COVID- 19大流行期间免疫检查点抑制剂治疗后癌症患者严重不良事件的发生率
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-04-16 DOI: 10.1186/s12865-025-00711-w
Sakiko Kimura, Hiroo Katsuya, Chiho Nakashima, Naoko Sueoka-Aragane, Koji Hayashida, Kazumi Sasaki, Rintaro Sogawa, Tatsuya Furuno, Moriyasu Yamauchi, Yoichiro Sugiyama, Hirokazu Noshiro, Motohiro Esaki, Mitsuru Noguchi, Hirokazu Takahashi, Keizo Anzai, Masatoshi Yokoyama, Kazunari Sugita, Yoshio Yamashita, Atsushi Kawaguchi, Shinya Kimura, Chisato Shimanoe

Immune-checkpoint inhibitors (ICIs) can cause inflammation and immune-related adverse events (irAEs). Although irAEs may be caused by dysregulation of cytokines, the impact of various COVID- 19-related factors on expression of ICI-related AEs remains unclear. Assessment of AEs following ICI administration during the COVID- 19 pandemic may provide valuable insights that enable optimization of patient selection, thereby maximizing the benefits of ICI therapy. The aim of this study was to investigate the actual occurrence of severe AEs after ICI administration during the COVID- 19 pandemic. The medical records of patients who received ICI at Saga University Hospital were examined retrospectively. The primary endpoint was the incidence of all AEs ≥ Grade 3 that occurred after ICI administration. The survey period, from Jan 2020 to Dec 2022, was divided into an earlier (Jan 2020-March 2021) and a later (April 2021-Dec 2022) period. AEs with a clear cause other than ICI were excluded from the analysis. A total of 527 patients were included in the analysis, with a median follow-up of 422 days. During the COVID- 19 pandemic, the incidence of AEs ≥ Grade 3 after ICI administration was 52.8%. The incidence of AEs ≥ Grade 3 AEs after ICI administration was significantly higher during the later period [23.4% (57/244) in the earlier period and 49.8% (236/474) in the later period; mixed effect model p < 0.0001, odds ratio, 3.37 (95% CI: 2.32-4.89)]. Overall survival was significantly worse in the group with AEs ≥ Grade 3 than in the group without AEs ≥ Grade 3 [HR (95% CI) = 0.48 (0.36-0.65), p = 0.0001]. During the COVID- 19 pandemic, it became clear that the incidence of severe AEs (including irAEs) increased after ICI administration, particularly during the later period of the disease. Various factors may be associated with occurrence of severe AEs after ICI administration, and long-term careful observation and prospective multicenter clinical studies are required.

免疫检查点抑制剂(ICIs)可引起炎症和免疫相关不良事件(irAEs)。虽然irae可能是由细胞因子失调引起的,但各种COVID- 19相关因素对ici相关ae表达的影响尚不清楚。评估COVID- 19大流行期间使用ICI后的不良反应可能为优化患者选择提供有价值的见解,从而最大化ICI治疗的益处。本研究的目的是调查COVID- 19大流行期间使用ICI后严重ae的实际发生情况。回顾性分析佐贺大学医院ICI患者的病历。主要终点是ICI给药后发生的所有ae≥3级的发生率。调查期为2020年1月至2022年12月,分为较早(2020年1月至2021年3月)和较晚(2021年4月至2022年12月)。除ICI外原因明确的ae被排除在分析之外。共有527例患者纳入分析,中位随访时间为422天。在COVID- 19大流行期间,ICI给药后ae≥3级的发生率为52.8%。ICI给药后ae≥3级的发生率在后期明显升高,前期为23.4%(57/244),后期为49.8% (236/474);混合效应模型p < 0.0001,优势比为3.37 (95% CI: 2.32-4.89)。ae≥3级组的总生存率明显低于ae≥3级组[HR (95% CI) = 0.48 (0.36-0.65), p = 0.0001]。在COVID- 19大流行期间,很明显,在使用ICI后,特别是在疾病后期,严重不良反应(包括irae)的发生率增加。多种因素可能与使用ICI后严重不良事件的发生有关,需要长期仔细观察和前瞻性多中心临床研究。
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引用次数: 0
LncRNA CYP1B1-AS1 as a clinical biomarker exacerbates sepsis inflammatory response via targeting miR- 18a- 5p. LncRNA CYP1B1-AS1作为临床生物标志物通过靶向miR- 18a- 5p加重脓毒症炎症反应
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-04-16 DOI: 10.1186/s12865-025-00712-9
Lixia Xu, Jingpo Li, Li Li, Qiushuang Zhang, Qiuju Feng, Lijie Bai

Background: Sepsis, characterized by high morbidity and mortality, necessitates the identification of novel diagnostic and prognostic biomarkers to enhance patient outcomes. Prior research has highlighted the potential clinical utility of long non-coding RNAs (lncRNAs) in sepsis. This study aimed to investigate the clinical significance and underlying mechanisms of serum lncRNA Cytochrome P450 family 1 subfamily B member 1 antisense RNA 1 (CYP1B1-AS1) expression in sepsis.

Methods: Differentially expressed lncRNAs in sepsis patients were explored via GEO database. Sepsis patients and Control subjects were included. An in vitro cellular model was established with LPS-stimulated THP- 1 cells. RT-qPCR assessed CYP1B1-AS1 and miR- 18a- 5p expression. ROC analysis evaluated diagnostic and predictive value. Kaplan-Meier curves and Cox regression analyzed the prognostic value of CYP1B1-AS1. Flow cytometry and ELISA assessed cell apoptosis and inflammatory factors levels. Dual luciferase reporter, RIP, and RNA pull down to validate target binding relationship.

Results: The GSE217700 database shows that CYP1B1-AS1 was upregulated in sepsis. Serum levels of CYP1B1-AS1 were higher in sepsis patients than controls. CYP1B1-AS1 was positively correlated with SOFA and APACHE II scores and distinguished sepsis patients from controls. The 28-day mortality rate for sepsis patients was 29.31%. High CYP1B1-AS1 expression in sepsis patients predicts a worse prognosis and is a potential risk factor. CYP1B1-AS1 targets miR- 18a- 5p. Silencing CYP1B1-AS1 reduced LPS-inducted apoptosis and inflammatory factor promotion, which the miR- 18a- 5p inhibitor reversed.

Conclusion: CYP1B1-AS1 serves as a biomarker for sepsis diagnosis and poor prognosis, potentially promoting inflammation and apoptosis by targeting miR- 18a- 5p.

背景:脓毒症以高发病率和死亡率为特征,需要识别新的诊断和预后生物标志物来提高患者的预后。先前的研究强调了长链非编码rna (lncRNAs)在败血症中的潜在临床应用。本研究旨在探讨血清lncRNA细胞色素P450家族1亚家族B成员1反义RNA 1 (CYP1B1-AS1)在脓毒症中的表达的临床意义及潜在机制。方法:通过GEO数据库分析脓毒症患者lncrna的差异表达。包括脓毒症患者和对照组。以lps刺激的THP- 1细胞建立体外细胞模型。RT-qPCR检测CYP1B1-AS1和miR- 18a- 5p的表达。ROC分析评估诊断和预测价值。Kaplan-Meier曲线和Cox回归分析CYP1B1-AS1的预后价值。流式细胞术和ELISA检测细胞凋亡和炎症因子水平。双荧光素酶报告基因,RIP和RNA下拉验证靶标结合关系。结果:GSE217700数据库显示,CYP1B1-AS1在脓毒症中表达上调。脓毒症患者血清CYP1B1-AS1水平高于对照组。CYP1B1-AS1与SOFA和APACHE II评分呈正相关,可将脓毒症患者与对照组区分开来。脓毒症患者28天死亡率为29.31%。CYP1B1-AS1在脓毒症患者中的高表达预示着较差的预后,是潜在的危险因素。CYP1B1-AS1靶向miR- 18a- 5p。沉默CYP1B1-AS1可以减少lps诱导的细胞凋亡和炎症因子的促进,miR- 18a- 5p抑制剂逆转了这一过程。结论:CYP1B1-AS1作为脓毒症诊断和不良预后的生物标志物,可能通过靶向miR- 18a- 5p促进炎症和细胞凋亡。
{"title":"LncRNA CYP1B1-AS1 as a clinical biomarker exacerbates sepsis inflammatory response via targeting miR- 18a- 5p.","authors":"Lixia Xu, Jingpo Li, Li Li, Qiushuang Zhang, Qiuju Feng, Lijie Bai","doi":"10.1186/s12865-025-00712-9","DOIUrl":"https://doi.org/10.1186/s12865-025-00712-9","url":null,"abstract":"<p><strong>Background: </strong>Sepsis, characterized by high morbidity and mortality, necessitates the identification of novel diagnostic and prognostic biomarkers to enhance patient outcomes. Prior research has highlighted the potential clinical utility of long non-coding RNAs (lncRNAs) in sepsis. This study aimed to investigate the clinical significance and underlying mechanisms of serum lncRNA Cytochrome P450 family 1 subfamily B member 1 antisense RNA 1 (CYP1B1-AS1) expression in sepsis.</p><p><strong>Methods: </strong>Differentially expressed lncRNAs in sepsis patients were explored via GEO database. Sepsis patients and Control subjects were included. An in vitro cellular model was established with LPS-stimulated THP- 1 cells. RT-qPCR assessed CYP1B1-AS1 and miR- 18a- 5p expression. ROC analysis evaluated diagnostic and predictive value. Kaplan-Meier curves and Cox regression analyzed the prognostic value of CYP1B1-AS1. Flow cytometry and ELISA assessed cell apoptosis and inflammatory factors levels. Dual luciferase reporter, RIP, and RNA pull down to validate target binding relationship.</p><p><strong>Results: </strong>The GSE217700 database shows that CYP1B1-AS1 was upregulated in sepsis. Serum levels of CYP1B1-AS1 were higher in sepsis patients than controls. CYP1B1-AS1 was positively correlated with SOFA and APACHE II scores and distinguished sepsis patients from controls. The 28-day mortality rate for sepsis patients was 29.31%. High CYP1B1-AS1 expression in sepsis patients predicts a worse prognosis and is a potential risk factor. CYP1B1-AS1 targets miR- 18a- 5p. Silencing CYP1B1-AS1 reduced LPS-inducted apoptosis and inflammatory factor promotion, which the miR- 18a- 5p inhibitor reversed.</p><p><strong>Conclusion: </strong>CYP1B1-AS1 serves as a biomarker for sepsis diagnosis and poor prognosis, potentially promoting inflammation and apoptosis by targeting miR- 18a- 5p.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":"26 1","pages":"32"},"PeriodicalIF":2.9,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12001399/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143976429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Clinical value of dysregulated miR-125b-5p in severe pneumonia children. miR-125b-5p异常在重症肺炎患儿中的临床价值
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-04-12 DOI: 10.1186/s12865-025-00707-6
Meiqin Zhu, Ziyan Lu, Xingjuan Liao, Qin Liang, Chao Xu, Xinbing Luo, Jun Li

Background: Severe pneumonia is an important contributor to the high mortality of sick young children. The microRNA-125b-5p (miR-125b-5p), which is widely involved in various cancers, is closely related to a variety of lung diseases. However, its role in severe pneumonia children remains to be studied.

Objective: This study focused on the expression and clinical value of miR-125b-5p in severe pneumonia children.

Materials and methods: The study subjects included 96 pneumonia children and 127 severe pneumonia children. These children were aged between 2-10 years. The expression level of serum miR-125b-5p was assessed by qRT-PCR. The receiver operator characteristic (ROC) curve was employed to identify severe pneumonia children from pneumonia individuals. Kaplan-Meier curve was plotted based on follow-up results and multivariate Cox regression analysis was applied to evaluate the contribution of miR-125b-5p to poor prognostic in severe pneumonia children.

Results: MiR-125b-5p was remarkedly reduced in severe pneumonia children compared to pneumonia individuals. The area under the curve (AUC) was 0.9267 and the sensitivity and specificity were 84.25% and 89.58%, respectively. The accumulative survival rate in low miR-125b-5p group showed a remarkable decrease compared to the high miR-125b-5p group (P = 0.033). Increased procalcitonin (PCT, HR: 2.631, 95% CI: 1.029-6.732, P = 0.043) and reduced miR-125b-5p (HR: 0.301, 95% CI: 0.110-0.826, P = 0.020) were found to be related to the poor prognosis in severe pneumonia children.

Conclusion: The reduced miR-125b-5p was an underlying diagnostic indicator of severe pneumonia and was an independent risk factor of poor prognosis in severe pneumonia children.

背景:重症肺炎是幼儿病死率高的一个重要因素。microRNA-125b-5p (miR-125b-5p)广泛参与多种癌症,与多种肺部疾病密切相关。然而,它在重症肺炎儿童中的作用仍有待研究。目的:探讨miR-125b-5p在重症肺炎患儿中的表达及临床价值。材料与方法:研究对象为96例肺炎患儿和127例重症肺炎患儿。这些孩子的年龄在2-10岁之间。采用qRT-PCR检测血清miR-125b-5p的表达水平。采用受试者操作特征(ROC)曲线将重症肺炎儿童与肺炎个体进行区分。根据随访结果绘制Kaplan-Meier曲线,采用多因素Cox回归分析评价miR-125b-5p对重症肺炎患儿预后不良的影响。结果:与肺炎个体相比,MiR-125b-5p在重症肺炎患儿中再次显著降低。曲线下面积(AUC)为0.9267,灵敏度和特异性分别为84.25%和89.58%。低miR-125b-5p组的累计生存率较高miR-125b-5p组显著降低(P = 0.033)。重症肺炎患儿降钙素原升高(PCT, HR: 2.631, 95% CI: 1.029 ~ 6.732, P = 0.043)、miR-125b-5p降低(HR: 0.301, 95% CI: 0.110 ~ 0.826, P = 0.020)与预后不良有关。结论:miR-125b-5p降低是重症肺炎的潜在诊断指标,是重症肺炎患儿预后不良的独立危险因素。
{"title":"Clinical value of dysregulated miR-125b-5p in severe pneumonia children.","authors":"Meiqin Zhu, Ziyan Lu, Xingjuan Liao, Qin Liang, Chao Xu, Xinbing Luo, Jun Li","doi":"10.1186/s12865-025-00707-6","DOIUrl":"https://doi.org/10.1186/s12865-025-00707-6","url":null,"abstract":"<p><strong>Background: </strong>Severe pneumonia is an important contributor to the high mortality of sick young children. The microRNA-125b-5p (miR-125b-5p), which is widely involved in various cancers, is closely related to a variety of lung diseases. However, its role in severe pneumonia children remains to be studied.</p><p><strong>Objective: </strong>This study focused on the expression and clinical value of miR-125b-5p in severe pneumonia children.</p><p><strong>Materials and methods: </strong>The study subjects included 96 pneumonia children and 127 severe pneumonia children. These children were aged between 2-10 years. The expression level of serum miR-125b-5p was assessed by qRT-PCR. The receiver operator characteristic (ROC) curve was employed to identify severe pneumonia children from pneumonia individuals. Kaplan-Meier curve was plotted based on follow-up results and multivariate Cox regression analysis was applied to evaluate the contribution of miR-125b-5p to poor prognostic in severe pneumonia children.</p><p><strong>Results: </strong>MiR-125b-5p was remarkedly reduced in severe pneumonia children compared to pneumonia individuals. The area under the curve (AUC) was 0.9267 and the sensitivity and specificity were 84.25% and 89.58%, respectively. The accumulative survival rate in low miR-125b-5p group showed a remarkable decrease compared to the high miR-125b-5p group (P = 0.033). Increased procalcitonin (PCT, HR: 2.631, 95% CI: 1.029-6.732, P = 0.043) and reduced miR-125b-5p (HR: 0.301, 95% CI: 0.110-0.826, P = 0.020) were found to be related to the poor prognosis in severe pneumonia children.</p><p><strong>Conclusion: </strong>The reduced miR-125b-5p was an underlying diagnostic indicator of severe pneumonia and was an independent risk factor of poor prognosis in severe pneumonia children.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":"26 1","pages":"31"},"PeriodicalIF":2.9,"publicationDate":"2025-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11993971/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143976428","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Fecal microbiota transplantation enhanced the effect of chemoimmunotherapy by restoring intestinal microbiota in LLC tumor-bearing mice. 粪便微生物群移植通过恢复LLC荷瘤小鼠肠道微生物群来增强化疗免疫治疗的效果。
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-04-08 DOI: 10.1186/s12865-025-00710-x
Xinmeng Wang, Qian Geng, Hua Jiang, Jingyan Yue, Chunjian Qi, Lanqun Qin

Objective: To assess the effect of half-dose chemotherapy (HDC) and standard-dose chemotherapy (SDC) on the intestinal microbiota and to investigate whether fecal microbiota transplantation (FMT) can restore the intestinal microecology to enhance the efficacy of chemoimmunotherapy containing an anti-PD- 1 antibody (PD1).

Methods: Lewis lung cancer (LLC) tumor-bearing mice were divided into six groups, including Control, HDC, SDC, SDC + FMT, SDC + PD1, and SDC + PD1 + FMT. After the treatment, analyses were conducted on intestinal microbiota using 16S rRNA sequencing, immune cells through flow cytometry, cytokines and chemokines via polymerase chain reaction (PCR), and programmed death-ligand 1 (PD-L1) expression in tumor tissues by immunohistochemistry.

Results: Alpha and beta diversity of intestinal flora were not significantly different between HDC and SDC groups, nor was there a significant difference in the abundance of the top 10 species at the phylum, class, order, family, genus, or species levels. FMT increased both alpha and beta diversity and led to an increase in the abundance of Ruminococcus_callidus and Alistipes_finegoldii at the species level in mice receiving SDC + FMT. Besides, tumor growth was significantly slowed in SDC + PD1 + FMT compared to SDC + PD1 group, accompanied by an up-regulated Bacteroidetes/Firmicutes ratio, down-regulated abundance of Proteobacteria species (including Pseudolabrys, Comamonas, Alcaligenaceae, Xanthobacteraceae and Comamonadaceae), as well as Faecalicoccus of Firmicutes, the increased number of cDC1 cells, cDC2 cells, CD4+ T cells and CD8+ T cells in the peripheral blood, and IFN-γ+CD8+ T cells, IFN-γ, granzyme B, TNF-α, CXCL9 and CXCL10 in intestinal tissues.

Conclusions: There were no significant differences between HDC and SDC in their effects on the intestinal microbiota. FMT exhibited a beneficial impact on gut microbiota and improved the efficacy of chemoimmunotherapy, possibly associated with the increase of immune cells and the modulation of related cytokines and chemokines.

目的:评价半剂量化疗(HDC)和标准剂量化疗(SDC)对肠道微生物群的影响,探讨粪便微生物群移植(FMT)是否能恢复肠道微生态,从而提高含抗pd - 1抗体(PD1)的化疗免疫治疗的疗效。方法:将Lewis肺癌(LLC)荷瘤小鼠分为Control、HDC、SDC、SDC + FMT、SDC + PD1、SDC + PD1 + FMT 6组。治疗后,采用16S rRNA测序分析肠道菌群,流式细胞术分析免疫细胞,聚合酶链反应(PCR)分析细胞因子和趋化因子,免疫组化分析肿瘤组织中程序性死亡配体1 (PD-L1)表达。结果:HDC组和SDC组肠道菌群α和β多样性无显著差异,前10种的丰度在门、纲、目、科、属、种水平上均无显著差异。在接受SDC + FMT的小鼠中,FMT增加了α和β多样性,并导致Ruminococcus_callidus和Alistipes_finegoldii在物种水平上的丰度增加。此外,与SDC + PD1组相比,SDC + PD1 + FMT组肿瘤生长明显减缓,拟杆菌门/厚壁菌门比值上调,变形菌门(假乳杆菌、单胞菌、Alcaligenaceae、黄杆菌科和Comamonadaceae)以及厚壁菌门Faecalicoccus丰度下调,外周血cDC1细胞、cDC2细胞、CD4+ T细胞和CD8+ T细胞数量增加,IFN-γ+CD8+ T细胞、IFN-γ、颗粒酶B、TNF-α、肠组织中的CXCL9和CXCL10。结论:HDC和SDC对肠道菌群的影响无显著差异。FMT显示出对肠道微生物群的有益影响,并提高了化学免疫治疗的疗效,可能与免疫细胞的增加和相关细胞因子和趋化因子的调节有关。
{"title":"Fecal microbiota transplantation enhanced the effect of chemoimmunotherapy by restoring intestinal microbiota in LLC tumor-bearing mice.","authors":"Xinmeng Wang, Qian Geng, Hua Jiang, Jingyan Yue, Chunjian Qi, Lanqun Qin","doi":"10.1186/s12865-025-00710-x","DOIUrl":"10.1186/s12865-025-00710-x","url":null,"abstract":"<p><strong>Objective: </strong>To assess the effect of half-dose chemotherapy (HDC) and standard-dose chemotherapy (SDC) on the intestinal microbiota and to investigate whether fecal microbiota transplantation (FMT) can restore the intestinal microecology to enhance the efficacy of chemoimmunotherapy containing an anti-PD- 1 antibody (PD1).</p><p><strong>Methods: </strong>Lewis lung cancer (LLC) tumor-bearing mice were divided into six groups, including Control, HDC, SDC, SDC + FMT, SDC + PD1, and SDC + PD1 + FMT. After the treatment, analyses were conducted on intestinal microbiota using 16S rRNA sequencing, immune cells through flow cytometry, cytokines and chemokines via polymerase chain reaction (PCR), and programmed death-ligand 1 (PD-L1) expression in tumor tissues by immunohistochemistry.</p><p><strong>Results: </strong>Alpha and beta diversity of intestinal flora were not significantly different between HDC and SDC groups, nor was there a significant difference in the abundance of the top 10 species at the phylum, class, order, family, genus, or species levels. FMT increased both alpha and beta diversity and led to an increase in the abundance of Ruminococcus_callidus and Alistipes_finegoldii at the species level in mice receiving SDC + FMT. Besides, tumor growth was significantly slowed in SDC + PD1 + FMT compared to SDC + PD1 group, accompanied by an up-regulated Bacteroidetes/Firmicutes ratio, down-regulated abundance of Proteobacteria species (including Pseudolabrys, Comamonas, Alcaligenaceae, Xanthobacteraceae and Comamonadaceae), as well as Faecalicoccus of Firmicutes, the increased number of cDC1 cells, cDC2 cells, CD4<sup>+</sup> T cells and CD8<sup>+</sup> T cells in the peripheral blood, and IFN-γ<sup>+</sup>CD8<sup>+</sup> T cells, IFN-γ, granzyme B, TNF-α, CXCL9 and CXCL10 in intestinal tissues.</p><p><strong>Conclusions: </strong>There were no significant differences between HDC and SDC in their effects on the intestinal microbiota. FMT exhibited a beneficial impact on gut microbiota and improved the efficacy of chemoimmunotherapy, possibly associated with the increase of immune cells and the modulation of related cytokines and chemokines.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":"26 1","pages":"30"},"PeriodicalIF":2.9,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11978186/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143810024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Markers of neutrophil activation and some immune and haematological indices in malaria infection during pregnancy. 妊娠期疟疾感染中性粒细胞活化标记物及一些免疫和血液学指标。
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-04-08 DOI: 10.1186/s12865-025-00709-4
Rebecca Chinyelu Chukwuanukwu, Chioma Esther Agu, Alfred Ehiaghe, Dorothy Ezeagwuna, Martin Herrmann, Gerald Udigwe

Background: Neutrophils are the first responders to pathogen invasion and are important first-line defenders. The defence mechanism of activated neutrophils includes neutrophil extracellular traps (NETs) formation that immobilize pathogens, stop their spread within the tissues, and ultimately kill them. However, their roles in the context of malaria during pregnancy are still elusive. This study was conducted to investigate markers of neutrophil activation as well as immunological and haematological cellular responses during Plasmodium infection in pregnancy.

Method: A total of 340 pregnant women aged between 19 and 42 years were recruited for this study carried out in South-east, Nigeria. All the subjects were tested for malaria parasite (MP) status. Those infected with human immunodeficiency virus (HIV) and those with any other co-morbidity were excluded from the study. A total of 45 (13.2%) of the 340 pregnant women were positive for malaria. To assess immune, haematologic and NETs markers in the MP positive group, 45 matched malaria-negative pregnant women from the malaria negative group served as controls. Thus, the final study population was grouped into two categories: 45 pregnant women infected with Plasmodium falciparum and 45 pregnant malaria-negative control group. The neutrophil elastase concentration, myeloperoxidase activity, total white blood cell counts, white blood cell differential counts, platelet counts and haematocrit were assessed via standard laboratory methods.

Results: Findings from this study revealed lower levels of myeloperoxidase in the malaria- infected cohort (p = 0.013) than in the malaria negative cohort. The neutrophil elastase levels were also lower in the malaria negative group (p = 0.042). The total white blood cells, platelet and neutrophil counts were lower (p = 0.046, 0.012 and 0.015, respectively) in the malaria infected group when compared to the controls. Conversely, lymphocyte counts were higher in the malaria-infected group (p = 0.003). No cases with high parasitaemia were encountered among the pregnant women infected with Plasmodium falciparum.

Conclusion: Malaria infection led to alterations in immune and haematological parameters in this group, with mild and moderate malaria parasitaemia in the study cohort. Although there were some significant differences, the assessed values remained mostly within the normal range. Further studies in a larger cohort assessing pregnant women infected with placental malaria and those with fatal outcomes are important to further investigate the role of NETs in malaria infection.

背景:中性粒细胞是病原体入侵的第一反应者,是重要的一线防御者。活化的中性粒细胞的防御机制包括中性粒细胞胞外陷阱(NETs)的形成,其固定病原体,阻止其在组织内扩散,并最终杀死它们。然而,它们在怀孕期间疟疾中的作用仍然难以捉摸。本研究旨在探讨妊娠期感染疟原虫期间中性粒细胞活化标志物以及免疫和血液学细胞反应。方法:在尼日利亚东南部招募了340名年龄在19至42岁之间的孕妇进行这项研究。对所有受试者进行疟疾寄生虫(MP)状态检测。感染人类免疫缺陷病毒(HIV)和任何其他合并症的患者被排除在研究之外。340名孕妇中共有45人(13.2%)疟疾呈阳性。为了评估MP阳性组的免疫、血液学和NETs标志物,从疟疾阴性组中选取45名匹配的疟疾阴性孕妇作为对照。因此,最终将研究人群分为两组:45名感染恶性疟原虫的孕妇和45名疟疾阴性的孕妇对照组。中性粒细胞弹性酶浓度、髓过氧化物酶活性、总白细胞计数、白细胞差异计数、血小板计数和红细胞压积通过标准实验室方法进行评估。结果:本研究的结果显示,疟疾感染队列中的髓过氧化物酶水平低于疟疾阴性队列(p = 0.013)。中性粒细胞弹性蛋白酶水平在疟疾阴性组也较低(p = 0.042)。与对照组相比,疟疾感染组的白细胞总数、血小板总数和中性粒细胞总数较低(p分别为0.046、0.012和0.015)。相反,疟疾感染组的淋巴细胞计数较高(p = 0.003)。感染恶性疟原虫的孕妇未见高寄生血症病例。结论:疟疾感染导致该组患者免疫和血液学参数改变,研究队列中存在轻度和中度疟疾寄生虫血症。虽然有一些显著差异,但评估值大部分仍在正常范围内。在一个更大的队列中进行进一步研究,评估感染胎盘疟疾的孕妇和那些有致命结局的孕妇,对于进一步调查蚊帐在疟疾感染中的作用很重要。
{"title":"Markers of neutrophil activation and some immune and haematological indices in malaria infection during pregnancy.","authors":"Rebecca Chinyelu Chukwuanukwu, Chioma Esther Agu, Alfred Ehiaghe, Dorothy Ezeagwuna, Martin Herrmann, Gerald Udigwe","doi":"10.1186/s12865-025-00709-4","DOIUrl":"10.1186/s12865-025-00709-4","url":null,"abstract":"<p><strong>Background: </strong>Neutrophils are the first responders to pathogen invasion and are important first-line defenders. The defence mechanism of activated neutrophils includes neutrophil extracellular traps (NETs) formation that immobilize pathogens, stop their spread within the tissues, and ultimately kill them. However, their roles in the context of malaria during pregnancy are still elusive. This study was conducted to investigate markers of neutrophil activation as well as immunological and haematological cellular responses during Plasmodium infection in pregnancy.</p><p><strong>Method: </strong>A total of 340 pregnant women aged between 19 and 42 years were recruited for this study carried out in South-east, Nigeria. All the subjects were tested for malaria parasite (MP) status. Those infected with human immunodeficiency virus (HIV) and those with any other co-morbidity were excluded from the study. A total of 45 (13.2%) of the 340 pregnant women were positive for malaria. To assess immune, haematologic and NETs markers in the MP positive group, 45 matched malaria-negative pregnant women from the malaria negative group served as controls. Thus, the final study population was grouped into two categories: 45 pregnant women infected with Plasmodium falciparum and 45 pregnant malaria-negative control group. The neutrophil elastase concentration, myeloperoxidase activity, total white blood cell counts, white blood cell differential counts, platelet counts and haematocrit were assessed via standard laboratory methods.</p><p><strong>Results: </strong>Findings from this study revealed lower levels of myeloperoxidase in the malaria- infected cohort (p = 0.013) than in the malaria negative cohort. The neutrophil elastase levels were also lower in the malaria negative group (p = 0.042). The total white blood cells, platelet and neutrophil counts were lower (p = 0.046, 0.012 and 0.015, respectively) in the malaria infected group when compared to the controls. Conversely, lymphocyte counts were higher in the malaria-infected group (p = 0.003). No cases with high parasitaemia were encountered among the pregnant women infected with Plasmodium falciparum.</p><p><strong>Conclusion: </strong>Malaria infection led to alterations in immune and haematological parameters in this group, with mild and moderate malaria parasitaemia in the study cohort. Although there were some significant differences, the assessed values remained mostly within the normal range. Further studies in a larger cohort assessing pregnant women infected with placental malaria and those with fatal outcomes are important to further investigate the role of NETs in malaria infection.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":"26 1","pages":"28"},"PeriodicalIF":2.9,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11978171/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143810027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Dual biological treatments in immune-mediated disorders: a single center experience. 免疫介导疾病的双重生物治疗:单一中心经验。
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-04-08 DOI: 10.1186/s12865-025-00705-8
Oded Shamriz, Elchanan Parnasa, Limor Rubin, Aviv Talmon, Yaarit Ribak, Isaam Hindi, Hagit Peleg, Ronit Confino-Cohen, Yuval Tal

Background: Physicians may encounter situations where they need to co-administer omalizumab with non-IgE-targeting monoclonal antibodies. In this study, we share our experience with these dual biologic treatments.

Objective: To evaluate the efficacy and safety of dual biological therapy using omalizumab and non-IgE-targeting monoclonal antibodies at a single center.

Methods: We retrospectively reviewed the medical records of adults treated with a dual biological therapy regimen consisting of omalizumab and another biologic between 2020 and 2022.

Results: Our review identified nine patients (age range: 51-75 years, 7 women and 2 men) who were treated with omalizumab for high Th2 disorders, including chronic spontaneous urticaria (n = 7) and asthma (n = 2). Seven patients received a second biologic for co-existing non-Th2 disorders, while two received an additional biologic to better control their Th2-mediated disorders. The patients were treated with the following biologics: anti-IL-5 agents (mepolizumab [n = 1] and benralizumab [n = 1]), the IL-4/13 inhibitor dupilumab (n = 1), the anti-IL-17 biologic secukinumab (n = 1), the IL-1 inhibitor anakinra (n = 1), the anti-calcitonin gene-related peptide agent fremanezumab (n = 1), and anti-TNF-α agents (etanercept [n = 1], golimumab [n = 1], and adalimumab [n = 1]). Dual biotherapy was administered for 3-34 months with observed clinical improvement. No adverse events or infections were reported.

Conclusions: Dual biological treatment with omalizumab and another biologic appears to be safe, with no need to discontinue non-IgE-targeting agents during omalizumab therapy.

背景:医生可能会遇到需要与非ige靶向单克隆抗体联合使用omalizumab的情况。在这项研究中,我们分享了我们在这些双重生物治疗方面的经验。目的:评价奥玛珠单抗与非ige靶向单克隆抗体单中心双重生物治疗的有效性和安全性。方法:我们回顾性回顾了2020年至2022年期间接受由奥玛单抗和另一种生物制剂组成的双重生物治疗方案的成人医疗记录。结果:我们的回顾确定了9例患者(年龄范围:51-75岁,7名女性和2名男性),他们接受了omalizumab治疗高Th2疾病,包括慢性自发性荨麻疹(n = 7)和哮喘(n = 2)。7名患者接受第二种生物制剂治疗共存的非th2疾病,而2名患者接受额外的生物制剂以更好地控制其th2介导的疾病。患者接受以下生物制剂治疗:抗il -5药物(mepolizumab [n = 1]和benralizumab [n = 1]), IL-4/13抑制剂dupilumab (n = 1),抗il -17生物制剂secukinumab (n = 1), IL-1抑制剂anakinra (n = 1),抗降钙素基因相关肽药物fremanezumab (n = 1),抗tnf -α药物(依那西普[n = 1], golimumab [n = 1],阿达木单抗[n = 1])。双生物治疗3-34个月,观察到临床改善。无不良事件或感染报告。结论:奥玛珠单抗和另一种生物制剂的双重生物治疗似乎是安全的,在奥玛珠单抗治疗期间不需要停止使用非ige靶向药物。
{"title":"Dual biological treatments in immune-mediated disorders: a single center experience.","authors":"Oded Shamriz, Elchanan Parnasa, Limor Rubin, Aviv Talmon, Yaarit Ribak, Isaam Hindi, Hagit Peleg, Ronit Confino-Cohen, Yuval Tal","doi":"10.1186/s12865-025-00705-8","DOIUrl":"10.1186/s12865-025-00705-8","url":null,"abstract":"<p><strong>Background: </strong>Physicians may encounter situations where they need to co-administer omalizumab with non-IgE-targeting monoclonal antibodies. In this study, we share our experience with these dual biologic treatments.</p><p><strong>Objective: </strong>To evaluate the efficacy and safety of dual biological therapy using omalizumab and non-IgE-targeting monoclonal antibodies at a single center.</p><p><strong>Methods: </strong>We retrospectively reviewed the medical records of adults treated with a dual biological therapy regimen consisting of omalizumab and another biologic between 2020 and 2022.</p><p><strong>Results: </strong>Our review identified nine patients (age range: 51-75 years, 7 women and 2 men) who were treated with omalizumab for high Th2 disorders, including chronic spontaneous urticaria (n = 7) and asthma (n = 2). Seven patients received a second biologic for co-existing non-Th2 disorders, while two received an additional biologic to better control their Th2-mediated disorders. The patients were treated with the following biologics: anti-IL-5 agents (mepolizumab [n = 1] and benralizumab [n = 1]), the IL-4/13 inhibitor dupilumab (n = 1), the anti-IL-17 biologic secukinumab (n = 1), the IL-1 inhibitor anakinra (n = 1), the anti-calcitonin gene-related peptide agent fremanezumab (n = 1), and anti-TNF-α agents (etanercept [n = 1], golimumab [n = 1], and adalimumab [n = 1]). Dual biotherapy was administered for 3-34 months with observed clinical improvement. No adverse events or infections were reported.</p><p><strong>Conclusions: </strong>Dual biological treatment with omalizumab and another biologic appears to be safe, with no need to discontinue non-IgE-targeting agents during omalizumab therapy.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":"26 1","pages":"29"},"PeriodicalIF":2.9,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11978138/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143810006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Prediction of Seronegative Hashimoto's thyroiditis using machine learning models based on ultrasound radiomics: a multicenter study. 基于超声放射组学的机器学习模型预测血清阴性桥本甲状腺炎:一项多中心研究。
IF 2.9 4区 医学 Q3 IMMUNOLOGY Pub Date : 2025-04-07 DOI: 10.1186/s12865-025-00708-5
Wenjun Wu, Shengsheng Yao, Daming Liu, Yuan Luo, Yihan Sun, Ting Ruan, Mengyou Liu, Li Shi, Chang Liu, Mingming Xiao, Qi Zhang, Zhengshuai Liu, Xingai Ju, Jiahao Wang, Xiang Fei, Li Lu, Yang Gao, Ying Zhang, Liying Gong, Xuanyu Chen, Wanli Zheng, Xiali Niu, Xiao Yang, Huimei Cao, Shijie Chang, Jianchun Cui, Zuoxin Ma

Background: Seronegative Hashimoto's thyroiditis is often underdiagnosed due to the lack of antibody markers. Combining ultrasound radiomics with machine learning offers potential for early detection in patients with normal thyroid function.

Methods: Data from 164 patients with single thyroid lesions and normal thyroid function, treated surgically between 2016 and 2024, were retrospectively collected from four hospitals. Radiomics features were extracted from ultrasound images of non-tumorous hypoechoic areas. Pathological lymphocytic infiltration and hypoechoic ratios were evaluated by senior pathologists and ultrasound physicians. A machine learning model, CCH-NET, was developed using a random forest classifier after feature selection with Least Absolute Shrinkage and Selection Operator (LASSO) regression. The model was trained and tested with an 80:20 split and compared to senior ultrasound physicians.

Results: The CCH-NET model achieved a sensitivity of 0.762, specificity of 0.714, and an area under the curve (AUC) of 0.8248, outperforming senior ultrasound physicians (AUC = 0.681). It maintained consistent accuracy across test sets, with F1 scores of 0.778 and 0.720 in Test_1 and Test_2, respectively, and exhibited superior predictive rates.

Conclusion: The CCH-NET model enhances accuracy in detecting early Seronegative Hashimoto's thyroiditis over senior ultrasound physicians.

Ethics: No. [2023] H013 TRIAL REGISTRATION: Chinese Clinical Trial Registry;CTR2400092179; 12 November 2024.

背景:血清阴性桥本氏甲状腺炎由于缺乏抗体标记物,血清阴性桥本氏甲状腺炎往往诊断不足。将超声放射组学与机器学习相结合,为甲状腺功能正常患者的早期检测提供了可能:回顾性收集了来自四家医院的 164 名甲状腺单发病变且甲状腺功能正常的患者的数据,这些患者在 2016 年至 2024 年期间接受过手术治疗。从非肿瘤性低回声区的超声图像中提取放射组学特征。病理淋巴细胞浸润和低回声比例由资深病理学家和超声医生进行评估。在使用最小绝对收缩和选择操作器(LASSO)回归进行特征选择后,使用随机森林分类器开发了机器学习模型 CCH-NET。该模型按 80:20 的比例进行了训练和测试,并与资深超声波医生进行了比较:CCH-NET模型的灵敏度为0.762,特异度为0.714,曲线下面积(AUC)为0.8248,优于资深超声医生(AUC = 0.681)。它在不同的测试集中保持了一致的准确性,在 Test_1 和 Test_2 中的 F1 分数分别为 0.778 和 0.720,并表现出卓越的预测率:结论:与资深超声医生相比,CCH-NET 模型提高了检测早期血清阴性桥本氏甲状腺炎的准确性:编号:[2023] H013 试验登记:中国临床试验登记中心;CTR2400092179;2024年11月12日。
{"title":"Prediction of Seronegative Hashimoto's thyroiditis using machine learning models based on ultrasound radiomics: a multicenter study.","authors":"Wenjun Wu, Shengsheng Yao, Daming Liu, Yuan Luo, Yihan Sun, Ting Ruan, Mengyou Liu, Li Shi, Chang Liu, Mingming Xiao, Qi Zhang, Zhengshuai Liu, Xingai Ju, Jiahao Wang, Xiang Fei, Li Lu, Yang Gao, Ying Zhang, Liying Gong, Xuanyu Chen, Wanli Zheng, Xiali Niu, Xiao Yang, Huimei Cao, Shijie Chang, Jianchun Cui, Zuoxin Ma","doi":"10.1186/s12865-025-00708-5","DOIUrl":"10.1186/s12865-025-00708-5","url":null,"abstract":"<p><strong>Background: </strong>Seronegative Hashimoto's thyroiditis is often underdiagnosed due to the lack of antibody markers. Combining ultrasound radiomics with machine learning offers potential for early detection in patients with normal thyroid function.</p><p><strong>Methods: </strong>Data from 164 patients with single thyroid lesions and normal thyroid function, treated surgically between 2016 and 2024, were retrospectively collected from four hospitals. Radiomics features were extracted from ultrasound images of non-tumorous hypoechoic areas. Pathological lymphocytic infiltration and hypoechoic ratios were evaluated by senior pathologists and ultrasound physicians. A machine learning model, CCH-NET, was developed using a random forest classifier after feature selection with Least Absolute Shrinkage and Selection Operator (LASSO) regression. The model was trained and tested with an 80:20 split and compared to senior ultrasound physicians.</p><p><strong>Results: </strong>The CCH-NET model achieved a sensitivity of 0.762, specificity of 0.714, and an area under the curve (AUC) of 0.8248, outperforming senior ultrasound physicians (AUC = 0.681). It maintained consistent accuracy across test sets, with F1 scores of 0.778 and 0.720 in Test_1 and Test_2, respectively, and exhibited superior predictive rates.</p><p><strong>Conclusion: </strong>The CCH-NET model enhances accuracy in detecting early Seronegative Hashimoto's thyroiditis over senior ultrasound physicians.</p><p><strong>Ethics: </strong>No. [2023] H013 TRIAL REGISTRATION: Chinese Clinical Trial Registry;CTR2400092179; 12 November 2024.</p>","PeriodicalId":9040,"journal":{"name":"BMC Immunology","volume":"26 1","pages":"27"},"PeriodicalIF":2.9,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11974213/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143794597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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