Circulating biomarkers

循环生物标志物
  • 文章类型: Journal Article
    肝细胞癌(HCC)是最常见的肝癌,是全球癌症相关死亡的主要原因之一。目前尚无可靠的早期诊断HCC的生物标志物。循环microRNAs(miRNAs)作为潜在的疾病生物标志物已经引起了人们的关注。通过小RNA下一代测序,通过对血清miRNAs的分析,鉴定出能够区分晚期HCC和早期HCC(n=246);来自CIRHOSIS的晚期HCC(n=299);来自健康的晚期HCC(n=320);来自早期HCC的健康(n=343);来自RHOS414的健康(n=)的分子特征.肝硬化患者和早期HCC患者表现出相似的血清miRNA谱,然而,少数miRNA(n=57)能够区分这两类患者.该研究的第二个目的是鉴定能够预测晚期HCC患者对治疗的反应的血清miRNA。所有患者均接受索拉非尼作为一线治疗:24例无反应,24例有反应。循环miRNA的分析揭示了能够分离两个亚组的54个miRNA特征。这项研究表明,循环miRNA可能是有用的生物标志物,用于监测从肝硬化到晚期HCC的肝病患者,并可能预测基于索拉非尼的一线治疗的易感性。
    Hepatocellular carcinoma (HCC) is the most common liver cancer and is among the leading causes of cancer-related death worldwide. There is no reliable biomarker for the early diagnosis of HCC. Circulating microRNAs (miRNAs) have attracted attention as potential biomarkers of disease. By small-RNA next-generation sequencing, the analysis of serum miRNAs led to the identification of molecular signatures able to discriminate advanced HCC from early HCC (n = 246); advanced HCC from CIRRHOSIS (n = 299); advanced HCC from HEALTHY (n = 320); HEALTHY from early HCC (n = 343); and HEALTHY from CIRRHOSIS (n = 414). Cirrhotic patients and early HCC patients exhibited similar serum miRNA profiles, yet a small number of miRNAs (n = 57) were able to distinguish these two classes of patients. A second objective of the study was to identify serum miRNAs capable of predicting the response to therapy in patients with advanced HCC. All patients were treated with sorafenib as first-line therapy: 24 were nonresponsive and 24 responsive. Analysis of circulating miRNAs revealed a 54 miRNAs signature able to separate the two subgroups. This study suggested that circulating miRNAs could be useful biomarkers for monitoring patients with liver diseases ranging from cirrhosis to advanced HCC and possibly predicting susceptibility to first-line treatment based on sorafenib.
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  • 文章类型: Journal Article
    SARS-CoV-2感染的短期临床结果通常是有利的。然而,15-20%的患者报告持续症状至少持续12周,通常被称为长COVID。人口研究还表明,感染后12个月发生糖尿病和心血管疾病的风险增加。虽然影像学研究已经确定了COVID-19康复患者的多器官损伤模式,但它们各自对长期COVID的残疾和发病率的贡献尚不清楚。
    一个多中心,在感染后3-6个月研究的215例临床恢复的COVID-19疫苗初治患者的观察性研究,133名健康志愿者之前没有SARS-CoV-2感染。对COVID-19康复患者进行了长期COVID相关症状及其对日常生活的影响筛查。多器官,采集多参数磁共振成像(MRI)和循环生物标志物,以记录亚临床器官病理学.所有参与者都接受了肺功能,有氧耐力(6分钟步行测试),认知测试和嗅觉评估。从感染起1年收集临床结果。这项研究的主要目的是确定与对照组相比,长期COVID症状患者的器官损伤与残疾之间的关系。作为次要目标,有可能加重心血管健康的影像学和循环生物标志物的特征.
    COVID-19的长期后遗症很常见,可导致严重的残疾和心脏代谢疾病。该项目的总体目标是确定治疗长期COVID的新目标,包括降低心血管疾病的风险。
    clinicaltrials.gov(MOIST晚期横断面研究;NCT04525404)。
    UNASSIGNED: Short-term clinical outcomes from SARS-CoV-2 infection are generally favorable. However, 15-20% of patients report persistent symptoms of at least 12 weeks duration, often referred to as long COVID. Population studies have also demonstrated an increased risk of incident diabetes and cardiovascular disease at 12 months following infection. While imaging studies have identified multi-organ injury patterns in patients with recovered COVID-19, their respective contributions to the disability and morbidity of long COVID is unclear.
    UNASSIGNED: A multicenter, observational study of 215 vaccine-naïve patients with clinically recovered COVID-19, studied at 3-6 months following infection, and 133 healthy volunteers without prior SARS-CoV-2 infection. Patients with recovered COVID-19 were screened for long COVID related symptoms and their impact on daily living. Multi-organ, multi-parametric magnetic resonance imaging (MRI) and circulating biomarkers were acquired to document sub-clinical organ pathology. All participants underwent pulmonary function, aerobic endurance (6 min walk test), cognition testing and olfaction assessment. Clinical outcomes were collected up to 1 year from infection. The primary objective of this study is to identify associations between organ injury and disability in patients with long-COVID symptoms in comparison to controls. As a secondary objective, imaging and circulating biomarkers with the potential to exacerbate cardiovascular health were characterized.
    UNASSIGNED: Long-term sequelae of COVID-19 are common and can result in significant disability and cardiometabolic disease. The overall goal of this project is to identify novel targets for the treatment of long COVID including mitigating the risk of incident cardiovascular disease.
    UNASSIGNED: clinicaltrials.gov (MOIST late cross-sectional study; NCT04525404).
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  • 文章类型: Journal Article
    非编码RNA(ncRNA)属于一类参与基因表达调控的非翻译核酸。ncRNAs被归类为小(长度<200个核糖核苷酸),即,microRNAs(miRNAs),和长ncRNAs(lncRNAs)(长度为200到数千个核糖核苷酸)和环状RNAs(circularRNAs)。与miRNA相反,lncRNAs在一般和circRNAs在骨代谢中的作用还没有很好的理解。因此,全面了解这些RNA在骨转换中的作用可能对开发新的诊断工具和治疗靶点具有重要价值.不幸的是,这些独特的RNA的测量缺乏标准化,对临床翻译至关重要的组成部分。这篇综述探讨了lncRNA和circRNA作为骨生物标志物的潜在作用,对经过验证和标准化的测量的需求及其挑战。
    Non-coding RNAs (ncRNAs) belong to a class of untranslated nucleic acids involved in regulation of gene expression. ncRNAs are categorized as small (<200 ribonucleotides in length), i.e., microRNAs (miRNAs), and long ncRNAs (lncRNAs) (200 to thousands of ribonucleotides in length) and circular RNAs (circRNAs). In contrast to miRNAs, the roles of lncRNAs in general and circRNAs in bone metabolism specifically are not well understood. As such, a comprehensive understanding of these RNA species in bone turnover could be of great value in the development of new diagnostic tools and therapeutic targets. Unfortunately, measurement of these unique RNAs lacks standardization, a component critical to clinical translation. This review examines the potential role of lncRNA and circRNA as bone biomarkers, the need for validated and standardized measurement and challenges thereof.
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  • 文章类型: Review
    患有代谢功能障碍相关的脂肪肝疾病(MAFLD)的人群在全球范围内越来越普遍。识别有进展到晚期风险的人对于及时提供干预措施和适当的护理是必要的。肝活检目前被认为是诊断和分期MAFLD的金标准。但它有相关的风险和局限性。这刺激了对MAFLD的非侵入性诊断的探索,尤其是脂肪性肝炎和纤维化。这些非侵入性方法主要包括生物标志物和来自人体测量的算法,血清试验,成像或粪便宏基因组分析。然而,他们仍然需要严格和广泛的临床验证来进行诊断性能.
    The population with metabolic dysfunction-associated fatty liver disease (MAFLD) is increasingly common worldwide. Identification of people at risk of progression to advanced stages is necessary to timely offer interventions and appropriate care. Liver biopsy is currently considered the gold standard for the diagnosis and staging of MAFLD, but it has associated risks and limitations. This has spurred the exploration of non-invasive diagnostics for MAFLD, especially for steatohepatitis and fibrosis. These non-invasive approaches mostly include biomarkers and algorithms derived from anthropometric measurements, serum tests, imaging or stool metagenome profiling. However, they still need rigorous and widespread clinical validation for the diagnostic performance.
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  • 文章类型: Journal Article
    术后认知功能障碍(POCD)是指长期暴露于麻醉药引起的神经系统功能损害。众所周知,长时间暴露于麻醉剂可能会增加发展为几种认知障碍的风险。用于诱导全身麻醉的药物通常是安全的,由于CNS对药物诱导的损害具有直接和/或间接的自我保护活性。非编码RNA最近开始受到关注,以更好地理解与细胞生理学和病理学相关的基因调控机制。为了为中枢神经系统高表达ncRNAs的神经保护功能提供新的见解,我们调查了他们在暴露于麻醉的患者与健康对照的循环外泌体中的表达谱。实验设计设想招募30名接受全身麻醉和健康对照的成年患者。已经评估了麻醉药对miR-34a和miR-124,对lncRNAsMALAT-1,HOTAIR,GAS5,BLACAT1,HULC,熊猫,在YRNA上。NcRNAsmiR-34a,miR-124,MALAT-1,HOTAIR,麻醉后GAS5、BLACAT1和YRNA1显著过度表达,而YRNA5显著下调。其中一些具有神经保护功能,而其他与神经功能障碍有关。我们的数据表明,麻醉期间,一些非编码RNA的毒性作用可以被其他非编码RNA补偿,两者都由中枢神经系统合成或也从其他组织转运到神经元。可以合理地假设这些分子的相互作用可能会使中枢神经系统免受麻醉剂的侵害,驱动依赖ncRNA的生物反反应的复杂级联。我们的发现在脑功能障碍领域是新颖的,表明一些分析的ncRNAs,尽管它们的一些功能仍然需要解决,可作为术后认知功能障碍相关过程的潜在生物标志物和治疗靶点。
    Post-operative cognitive dysfunction (POCD) refers to the functional impairment of the nervous system caused by prolonged exposure to anesthetics. It is known that prolonged exposure to anesthetics may increase the risk for the development of several cognitive impairments. The drugs used to induce general anesthesia are generally safe, owing to the CNS\'s direct and/or indirect self-protective activity against drug-induced damages. Non-coding RNAs have recently started to gain attention to better understand the mechanism of gene regulation correlated to cellular physiology and pathology. In order to provide new insights for the neuroprotective function of highly expressed ncRNAs in the central nervous system, we investigated their expression profile in the circulating exosomes of patients exposed to anesthesia vs healthy controls. The experimental design envisaged the recruitment of 30 adult patients undergoing general anesthesia and healthy controls. The effects of anesthetics have been evaluated on miR-34a and miR-124, on the lncRNAs MALAT-1, HOTAIR, GAS5, BLACAT1, HULC, PANDA, and on YRNAs. NcRNAs miR-34a, miR-124, MALAT-1, HOTAIR, GAS5, BLACAT1, and YRNA1 are significantly overexpressed following anesthesia, while YRNA5 is significantly down regulated. Some of them have neuroprotective function, while other correlate with neurological dysfunctions. Our data suggests that, during anesthesia, the toxic action of some non-coding RNAs could be compensated by other non-coding RNAs, both synthesized by the CNS or also transported into neurons from other tissues. It is reasonable to suppose a mutual action of these molecules likely to secure the CNS from anesthetics, that drive a convoluted cascade of ncRNA-dependent biological counter-responses. Our findings are novel in the field of brain dysfunction, indicating that some of the analyzed ncRNAs, although several of their functions still need to be addressed, could be suggested as potential biomarkers and therapeutic targets in post-operative cognitive dysfunction-related processes.
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  • 文章类型: Journal Article
    胰腺癌(PC)是一种临床上具有挑战性的肿瘤,由于其诊断的晚期以及对当前可用疗法的抵抗力。缺乏早期症状和已知的可检测生物标志物使得这种疾病难以检测/管理。对PC生物学的理解的最新进展强调了癌症-免疫细胞相互作用的重要性。不仅在肿瘤微环境中,而且在远处的全身部位,像骨髓一样,脾脏和循环免疫细胞,所谓宏观环境。宏观环境的反应正在成为肿瘤发展的决定因素,因为它有助于形成越来越多的免疫原性微环境,从而促进肿瘤的稳态和进展。我们将总结与胰腺癌前病变中肿瘤免疫微环境(TIME)和肿瘤免疫宏观环境(TIMaE)之间的反馈循环相关的关键事件,以及它如何调节疾病的发展和进展。此外,还将讨论能够在发病早期诊断PC的液体活检生物标志物。更清楚地了解微环境和宏观环境之间的早期串扰可能有助于识别新的分子治疗靶标和生物标志物。从而改善早期PC诊断和治疗。
    Pancreatic cancer (PC) is a clinically challenging tumor to combat due to its advanced stage at diagnosis as well as its resistance to currently available therapies. The absence of early symptoms and known detectable biomarkers renders this disease incredibly difficult to detect/manage. Recent advances in the understanding of PC biology have highlighted the importance of cancer-immune cell interactions, not only in the tumor micro-environment but also in distant systemic sites, like the bone marrow, spleen and circulating immune cells, the so-called macro-environment. The response of the macro-environment is emerging as a determining factor in tumor development by contributing to the formation of an increasingly immunogenic micro-environment promoting tumor homeostasis and progression. We will summarize the key events associated with the feedback loop between the tumor immune micro-environment (TIME) and the tumor immune macroenvironment (TIMaE) in pancreatic precancerous lesions along with how it regulates disease development and progression. In addition, liquid biopsy biomarkers capable of diagnosing PC at an early stage of onset will also be discussed. A clearer understanding of the early crosstalk between micro-environment and macro-environment could contribute to identifying new molecular therapeutic targets and biomarkers, consequently improving early PC diagnosis and treatment.
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  • 文章类型: Journal Article
    目标:儿童肥胖,一个紧迫的全球健康问题,显著增加代谢并发症的风险,包括与脂肪变性肝病(MASLD)相关的代谢功能障碍。对脂肪变性的早期检测和筛查进行准确的非侵入性测试至关重要。在这项研究中,我们探索了血清蛋白质组,鉴定蛋白质作为非侵入性脂肪变性诊断试验的潜在生物标志物。
    方法:59名肥胖青少年接受超声检查以评估脂肪变性。收集血清样品并用邻近延伸测定技术通过靶向蛋白质组学进行分析。评估临床和生化参数,以及它们之间的相关性,个性化的标记,并进行脂肪变性。受试者工作特征(ROC)曲线用于确定确定的候选人的脂肪变性诊断性能,脂肪肝指数(FLI),以及它们在逻辑回归模型中的组合。
    结果:在有和没有脂肪变性的受试者之间观察到各种临床和生化参数的显着差异。还注意到血清蛋白质组的性别相关差异。五种循环蛋白,包括组织蛋白酶O(CTSO),钙黏着蛋白2(CDH2),和脯氨酸内肽酶(FAP),被鉴定为脂肪变性的生物标志物。CDH2,CTSO,白细胞免疫球蛋白样受体A5(LILRA5),BMI,腰围,HOMA-IR,和FLI,其中,与脂肪变性程度显著相关。CDH2、FAP、和LDL结合在logit模型中实现了AUC为0.91的诊断性能(95%CI0.75-0.97,100%灵敏度,84%的特异性)。
    结论:CDH2和FAP结合其他临床参数,代表准确诊断脂肪肝的有用工具,强调将新标记物整合到MASLD诊断算法中的重要性。
    OBJECTIVE: Childhood obesity, a pressing global health issue, significantly increases the risk of metabolic complications, including metabolic dysfunction associated with steatotic liver disease (MASLD). Accurate non-invasive tests for early detection and screening of steatosis are crucial. In this study, we explored the serum proteome, identifying proteins as potential biomarkers for inclusion in non-invasive steatosis diagnosis tests.
    METHODS: Fifty-nine obese adolescents underwent ultrasonography to assess steatosis. Serum samples were collected and analyzed by targeted proteomics with the Proximity Extension Assay technology. Clinical and biochemical parameters were evaluated, and correlations among them, the individuated markers, and steatosis were performed. Receiver operating characteristic (ROC) curves were used to determine the steatosis diagnostic performance of the identified candidates, the fatty liver index (FLI), and their combination in a logistic regression model.
    RESULTS: Significant differences were observed between subjects with and without steatosis in various clinical and biochemical parameters. Gender-related differences in the serum proteome were also noted. Five circulating proteins, including Cathepsin O (CTSO), Cadherin 2 (CDH2), and Prolyl endopeptidase (FAP), were identified as biomarkers for steatosis. CDH2, CTSO, Leukocyte Immunoglobulin Like Receptor A5 (LILRA5), BMI, waist circumference, HOMA-IR, and FLI, among others, significantly correlated with the steatosis degree. CDH2, FAP, and LDL combined in a logit model achieved a diagnostic performance with an AUC of 0.91 (95% CI 0.75-0.97, 100% sensitivity, 84% specificity).
    CONCLUSIONS: CDH2 and FAP combined with other clinical parameters, represent useful tools for accurate diagnosis of fatty liver, emphasizing the importance of integrating novel markers into diagnostic algorithms for MASLD.
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  • 文章类型: Journal Article
    急性肾损伤(AKI)定义为在数小时至数天内肾功能的实质性下降,并且通常是不可逆的,向慢性肾病(CKD)过渡的风险更高。
    作者讨论了血清和尿生物标志物对AKI和AKI至CKD进展风险的诊断和预测效用。作者重点关注相关文献,涵盖循环和尿液生物标志物预测AKI向CKD转变的能力的证据。
    基于血清和尿液生物标志物的不同模式,多个生物标志物组似乎可能有助于区分各种类型的AKI,为了检测AKI进展的严重程度和风险,预测临床结果并评估对治疗的反应。血清/尿中性粒细胞明胶酶相关脂质运载蛋白(NGAL),血清/尿调节素,血清细胞外高迁移率族蛋白-1(HMGB-1),血清胱抑素C和尿肝型脂肪酸结合蛋白(L-FABP)在预测AKI向CKD转变方面最有效,无论患者的病因和是否存在危重状态.目前关于AKI进展风险评估的临床证据主要基于功能组合的效用,损伤和压力生物标志物,主要是NGAL,L-FABP,HMGB-1和胱抑素C.
    UNASSIGNED: Acute kidney injury (AKI) defined by a substantial decrease in kidney function within hours to days and is often irreversible with higher risk to chronic kidney disease (CKD) transition.
    UNASSIGNED: The authors discuss the diagnostic and predictive utilities of serum and urinary biomarkers on AKI and on the risk of AKI-to-CKD progression. The authors focus on the relevant literature covering evidence of circulating and urinary biomarkers\' capability to predict the transition of AKI to CKD.
    UNASSIGNED: Based on the different modalities of serum and urinary biomarkers, multiple biomarker panel seems to be potentially useful to distinguish between various types of AKI, to detect the severity and the risk of AKI progression, to predict the clinical outcome and evaluate response to the therapy. Serum/urinary neutrophil gelatinase-associated lipocalin (NGAL), serum/urinary uromodulin, serum extracellular high mobility group box-1 (HMGB-1), serum cystatin C and urinary liver-type fatty acid-binding protein (L-FABP) were the most effective in the prediction of AKI-to-CKD transition regardless of etiology and the presence of critical state in patients. The current clinical evidence on the risk assessments of AKI progression is mainly based on the utility of combination of functional, injury and stress biomarkers, mainly NGAL, L-FABP, HMGB-1 and cystatin C.
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  • 文章类型: Journal Article
    中枢神经系统(CNS)由神经胶质细胞和神经元细胞整合,并释放参与中枢神经系统稳态的细胞外囊泡(EV)。电动汽车可能是作为纳米生物平台用于分析多维生物活性货物的最佳候选者之一。在电动汽车的全身循环过程中受到保护。了解CNS中发生的分子水平过程的窗口可以为CNS研究开辟一条新途径。这引起了一个特别的兴趣点:血液中源自CNS的EV是否可以作为反映神经系统疾病病理状态的循环生物标志物?L1细胞粘附分子(L1CAM)是一种广泛报道的生物标志物,用于识别外周血中源自CNS的EV。然而,已经证明L1CAM也在CNS外表达。鉴于与神经退行性疾病相关的主要数据,比如多发性硬化症,肌萎缩侧索硬化,使用L1CAM阳性电动汽车获得帕金森病和阿尔茨海默病,需要努力克服当前与其特异性相关的挑战。在这个意义上,中枢神经系统衍生电动汽车的其他表面生物标志物,如谷氨酸天冬氨酸转运体(GLAST)和髓鞘少突胶质细胞糖蛋白(MOG),其中,已经开始被使用。建立一组EV生物标志物来分析血液中的CNS衍生的EV可以提高这些类型研究所需的特异性和灵敏度。这篇综述涵盖了神经系统疾病患者脑脊液和血液样本中与中枢神经系统衍生的电动汽车相关的主要证据。重点关注报告的生物标志物及其分离的技术可能性。电动汽车正在成为大脑生理病理学的一面镜子,反映了局部和系统性的变化。因此,当电动汽车研究和临床应用的技术障碍被克服时,将发现新的EV生物标志物疾病特异性小组,以促进从传统医学到个性化医学的转变.
    The central nervous system (CNS) is integrated by glial and neuronal cells, and both release extracellular vesicles (EVs) that participate in CNS homeostasis. EVs could be one of the best candidates to operate as nanosized biological platforms for analysing multidimensional bioactive cargos, which are protected during systemic circulation of EVs. Having a window into the molecular level processes that are happening in the CNS could open a new avenue in CNS research. This raises a particular point of interest: can CNS-derived EVs in blood serve as circulating biomarkers that reflect the pathological status of neurological diseases? L1 cell adhesion molecule (L1CAM) is a widely reported biomarker to identify CNS-derived EVs in peripheral blood. However, it has been demonstrated that L1CAM is also expressed outside the CNS. Given that principal data related to neurodegenerative diseases, such as multiple sclerosis, amyotrophic lateral sclerosis, Parkinson\'s disease and Alzheimer\'s disease were obtained using L1CAM-positive EVs, efforts to overcome present challenges related to its specificity are required. In this sense, other surface biomarkers for CNS-derived EVs, such as glutamate aspartate transporter (GLAST) and myelin oligodendrocyte glycoprotein (MOG), among others, have started to be used. Establishing a panel of EV biomarkers to analyse CNS-derived EVs in blood could increase the specificity and sensitivity necessary for these types of studies. This review covers the main evidence related to CNS-derived EVs in cerebrospinal fluid and blood samples of patients with neurological diseases, focusing on the reported biomarkers and the technical possibilities for their isolation. EVs are emerging as a mirror of brain physiopathology, reflecting both localized and systemic changes. Therefore, when the technical hindrances for EV research and clinical applications are overcome, novel disease-specific panels of EV biomarkers would be discovered to facilitate transformation from traditional medicine to personalized medicine.
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  • 文章类型: Journal Article
    目的:评估服用低剂量阿司匹林(LDA)的子痫前期高危孕妇中阿司匹林抵抗对子痫前期发生率和母体血清生物标志物水平的影响。
    方法:我们对随机,LDA(每天60mg)在高危人群(N=524)中预防先兆子痫对妊娠结局和PLGF浓度的安慰剂对照试验,IL-2,IL-6,血栓素B2(TXB2),来自母体血清的sTNF-R1和sTNF-R2。
    方法:LDA抗性个体被定义为在LDA施用后24-28周TXB2浓度>10ng/ml或浓度降低<75%的个体。使用Fisher精确检验对结果进行比较。使用Studentt检验比较母体血清生物标志物的平均浓度。计算所有成对生物标志物的Pearson相关性。使用线性混合效应模型进行整个妊娠的纵向分析,该模型考虑了重复测量,并包括BMI和产妇年龄作为协变量。
    结果:我们将60/271(22.1%)的个体分类为LDA抗性,179/271(66.1%)对LDA敏感,32/271(11.8%)为非粘附性。先兆子痫的患病率在LDA组和安慰剂组之间没有显着差异(OR=1.43(0.99-2.28),p值=0.12)在LDA敏感和LDA抵抗个体之间也不(OR=1.27(0.61-2.8),p值=0.60)。相对于LDA敏感个体,LDA抗性个体的平均母体血清IL-2浓度显著更低(FDR<0.05)。
    结论:这些结果表明,IL-2在先兆子痫的发展中具有潜在的作用,这些先兆子痫由个体对阿司匹林的反应调节,提供了在个体水平上优化阿司匹林预防以减少先兆子痫发生率的机会。
    OBJECTIVE: To evaluate the impact of aspirin resistance on the incidence of preeclampsia and maternal serum biomarker levels in pregnant individuals at high-risk of preeclampsia receiving low dose aspirin (LDA).
    METHODS: We performed a secondary analysis of a randomized, placebo-controlled trial of LDA (60 mg daily) for preeclampsia prevention in high-risk individuals (N = 524) on pregnancy outcomes and concentrations of PLGF, IL-2, IL-6, thromboxane B2 (TXB2), sTNF-R1 and sTNF-R2 from maternal serum.
    METHODS: LDA-resistant individuals were defined as those having a TXB2 concentration >10 ng/ml or <75 % reduction in concentration at 24-28 weeks after LDA administration. Comparisons of outcomes were performed using a Fisher\'s Exact Test. Mean concentrations of maternal serum biomarkers were compared using a Student\'s t-test. Pearson correlation was calculated for all pairwise biomarkers. Longitudinal analysis across gestation was performed using linear mixed-effects models accounting for repeated measures and including BMI and maternal age as covariates.
    RESULTS: We classified 60/271 (22.1 %) individuals as LDA-resistant, 179/271 (66.1 %) as LDA-sensitive, and 32/271 (11.8 %) as non-adherent. The prevalence of preeclampsia was not significantly different between the LDA and placebo groups (OR = 1.43 (0.99-2.28), p-value = 0.12) nor between LDA-sensitive and LDA-resistant individuals (OR = 1.27 (0.61-2.8), p-value = 0.60). Mean maternal serum IL-2 concentrations were significantly lower in LDA-resistant individuals relative to LDA-sensitive individuals (FDR < 0.05).
    CONCLUSIONS: These results suggest a potential role for IL-2 in the development of preeclampsia modulated by an individuals\' response to aspirin, presenting an opportunity to optimize aspirin prophylaxis on an individual level to reduce the incidence of preeclampsia.
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