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Comprehensive evaluation of the impact of whole-genome bisulfite sequencing (WGBS) on the fragmentomic characteristics of plasma cell-free DNA 全面评估全基因组亚硫酸氢盐测序(WGBS)对无血浆细胞 DNA 片段组特征的影响。
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-09 DOI: 10.1016/j.cca.2024.120033
Shaogang Li , Yu Lin , Fengxia Su , Xintao Hu , Lingguo Li , Wei Yan , Yan Zhang , Min Zhuo , Ya Gao , Xin Jin , Haiqiang Zhang

Background

Cell-free DNA (cfDNA) is non-randomly fragmented in human body fluids. Analyzing such fragmentation patterns of cfDNA holds great promise for liquid biopsy. Whole-genome bisulfite sequencing (WGBS) is widely used for cfDNA methylation profiling. However, its applicability for studying fragmentomic characteristics remains largely unexplored.

Methods

We performed paired WGBS and whole-genome sequencing (WGS) on 66 peripheral plasma samples from 58 pregnant women. Then, we systematically compared the fragmentation patterns of cell-free nuclear DNA and mitochondrial DNA (mtDNA) sequenced from these two approaches. Additionally, we evaluated the extent of the size shortening in fetal-derived cfDNA and estimated the fetal DNA fraction in maternal plasma using both sequencing methods.

Results

Compared to WGS samples, WGBS samples demonstrated a significantly lower genome coverage and higher GC content in cfDNA. They also showed a significant decrease in the size of cell-free nuclear DNA, along with alterations in the end motif pattern that were specifically associated with CpG and “CC” sites. While there was a slight shift in the inferred nucleosome footprint from cfDNA coverages in WGBS samples, the cfDNA coverage patterns in CTCF and TSS regions remained highly consistent between these two sequencing methods. Both methods accurately reflected gene expression levels through their TSS coverages. Additionally, WGBS samples exhibited an increased abundance and longer length of mtDNA in plasma. Furthermore, we observed the size shortening of fetal cfDNA in plasma consistently, with a highly correlated fetal DNA fraction inferred by cfDNA coverage between WGBS and WGS samples (r = 0.996). However, the estimated fetal cfDNA fraction in WGBS samples was approximately 7 % lower than in WGS samples.

Conclusions

We confirmed that WGBS can introduce artificial breakages to cfDNA, leading to altered fragmentomic patterns in both nuclear and mitochondrial DNA. However, WGBS cfDNA remains suitable for analyzing certain cfDNA fragmentomic characteristics, such as coverage in genome regulation regions and the essential characteristics of fetal DNA in maternal plasma.
背景:无细胞 DNA(cfDNA)在人体体液中呈非随机片段化。分析 cfDNA 的这种片段模式为液体活检带来了巨大前景。全基因组亚硫酸氢盐测序(WGBS)被广泛用于 cfDNA 甲基化分析。然而,它在研究片段组特征方面的适用性在很大程度上仍未得到探索:我们对 58 名孕妇的 66 份外周血浆样本进行了成对 WGBS 和全基因组测序(WGS)。然后,我们系统地比较了这两种方法测序的无细胞核 DNA 和线粒体 DNA (mtDNA) 的片段模式。此外,我们还评估了胎儿来源的 cfDNA 的大小缩短程度,并使用这两种测序方法估算了母体血浆中胎儿 DNA 的比例:结果:与 WGS 样本相比,WGBS 样本的基因组覆盖率明显较低,cfDNA 中的 GC 含量较高。它们还显示无细胞核 DNA 的大小明显缩小,末端主题模式也发生了改变,特别是与 CpG 和 "CC "位点相关。虽然从 WGBS 样本的 cfDNA 覆盖率推断出的核小体足迹略有变化,但这两种测序方法在 CTCF 和 TSS 区域的 cfDNA 覆盖模式仍然高度一致。两种方法都能通过 TSS 覆盖率准确反映基因表达水平。此外,WGBS 样本显示血浆中 mtDNA 的丰度增加,长度变长。此外,我们还观察到血浆中胎儿 cfDNA 的尺寸持续缩短,WGBS 和 WGS 样本之间通过 cfDNA 覆盖率推断出的胎儿 DNA 部分高度相关(r = 0.996)。然而,WGBS样本中估计的胎儿cfDNA比例比WGS样本低约7%:我们证实,WGBS 可为 cfDNA 带来人为断裂,导致核DNA和线粒体 DNA 的片段组模式发生改变。然而,WGBS cfDNA 仍适用于分析某些 cfDNA 片段组特征,如基因组调控区的覆盖率和母体血浆中胎儿 DNA 的基本特征。
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引用次数: 0
Pre-processing stability of routine clinical chemistry analytes in a clotting tube; investigating the (un)suitability for at-home sample collection 凝血管中常规临床生化分析物的预处理稳定性;研究(不)适合家庭样本采集。
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-09 DOI: 10.1016/j.cca.2024.120035
Maaike Roelofs , Kalpana Ramkisoensing , Rixt Even , Huub H. van Rossum

Background

There is a growing interest in self-collection of blood for clinical applications. Next to allowing patients to self-sample blood, adequate sample stability of the analyte is essential to provide an accurate and reliable test result. This is particularly important for self-collected blood, as the transport of the sample to the clinical laboratory will generally require significantly more time than routine blood samples collected by healthcare professionals, and under less controlled circumstances.

Methods

Three additional blood collection tubes (coagulation tubes) were collected from nine patients; one was processed immediately, the second and third were processed after 48 h of storage at 20 °C and 37 °C, respectively. The collected serum was stored at −20 °C and samples collected from individual patients were analyzed in the same analytical run for 18 routine chemistry analytes and the tumor markers PSA and CEA. The recoveries obtained after delayed processing were quantified and the quality of the sample for each analyte was determined using the analytical performance specifications based on biological variation.

Results

For each analyte, the quality level of samples with delayed processing was determined. For the CEA, PSA, CRP, creatinine, HDL-cholestrol, triglycerides and yGT the recovery was within the desirable bias requirement. Recovery for glucose, all included electrolytes, ALT and AST exceeded the minimum bias criterion.

Conclusions

Several analytes including sodium, chloride, potassium, calcium, and liver enzymes were not, while others; CEA, PSA, CRP, creatinine and triglycerides, were found to be sufficiently stable in coagulated blood, when processed with a delay of 48 h.
背景:人们对临床应用中的自我采血越来越感兴趣。除了允许患者自采血液样本外,分析物样本的充分稳定性对于提供准确可靠的检测结果也至关重要。这一点对自采血尤为重要,因为与医护人员采集的常规血样相比,将样本运送到临床实验室所需的时间通常要长得多,而且受控环境也较差:从九名患者身上又采集了三支采血管(凝血管),其中一支立即进行了处理,第二支和第三支分别在 20 °C 和 37 °C 下保存 48 小时后进行了处理。采集的血清储存在 -20 °C,从个别患者采集的样本在同一分析流程中分析 18 种常规化学分析物以及肿瘤标志物 PSA 和 CEA。对延迟处理后获得的回收率进行量化,并根据生物变异的分析性能指标确定每种分析物的样本质量:结果:对于每种分析物,都确定了延迟处理后样品的质量水平。CEA、PSA、CRP、肌酐、高密度脂蛋白胆固醇、甘油三酯和 yGT 的回收率均在理想的偏差要求范围内。葡萄糖、所有电解质、谷丙转氨酶和谷草转氨酶的回收率超过了最低偏差标准:包括钠、氯、钾、钙和肝酶在内的一些分析物的回收率低于最低偏差标准,而其他分析物,如 CEA、PSA、CRP、肌酐和甘油三酯,在延迟 48 小时处理的情况下,在凝固的血液中具有足够的稳定性。
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引用次数: 0
An overview about biomarkers in breast cancer: Insights into the diagnostic and prognostic significance 乳腺癌生物标志物概述:洞察诊断和预后意义。
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-07 DOI: 10.1016/j.cca.2024.120030
Vanessa Emanuelle Pereira Santos , Pedro Luiz de França Neto , Beatriz Eda de Oliveira Isídio, Pedro Henrique Bezerra Fontes, Ingrid Andrêssa de Moura, Bruna Isabel Santos Cruz, Mylenna Máyra Gois de Sousa, Daffany Luana dos Santos, Bianca de França São Marcos, Samara Sousa de Pinho, Beatriz Mendonça Alves Bandeira, Stephanie Loureiro Leão, Thainá de Almeida Lima, Maria da Conceição Viana Invenção, Lígia Rosa Sales Leal, Benigno Cristofer Flores Espinoza, Larissa Silva de Macêdo, Matheus do Nascimento Carvalho, Anna Jéssica Duarte Silva, Antonio Carlos de Freitas
Breast cancer (BC) is one of the most significant neoplasms globally due to its high incidence and mortality, particularly among females. As a highly heterogeneous pathology, biomarkers are essential for characterizing specific tumors. Currently, several biological processes are well-described in the context of this neoplasm, such as alterations in BRCA1/2, HER, and pathways involving estrogen and progesterone hormone receptors. These studies have enabled the use of these findings as more precise methods for diagnosis, prognosis, and treatment. However, beyond patients who do not exhibit these classic markers, some individuals within the same risk group respond differently to treatment. Therefore, the search for biological markers that can improve diagnosis, aid in stratification, or serve as therapeutic targets is continuous and urgent. Genetic signatures have led to molecular tests currently used in clinical practice, though certain limitations persist. Understanding genetic and epigenetic mechanisms facilitates the identification of potential biomarkers. Biomarker targets must undergo experimental and clinical trials on samples of significant size before reaching clinical utility. In this review, we compile the classical markers and describe the potential use of other markers associated with the biological processes of this neoplasm.
乳腺癌(BC)是全球最重要的肿瘤之一,发病率和死亡率都很高,尤其是女性。作为一种高度异质性的病理现象,生物标志物对于描述特定肿瘤的特征至关重要。目前,有几种生物过程在这种肿瘤中得到了很好的描述,如 BRCA1/2、HER 以及涉及雌激素和孕激素受体的通路的改变。这些研究使人们能够利用这些发现作为诊断、预后和治疗的更精确方法。然而,除了没有表现出这些经典标志物的患者外,同一风险组中的一些个体对治疗的反应也不尽相同。因此,寻找能够改善诊断、帮助分层或作为治疗目标的生物标志物的工作一直在进行,而且迫在眉睫。遗传特征已导致目前在临床实践中使用的分子检测,但仍存在一定的局限性。了解遗传和表观遗传机制有助于确定潜在的生物标记物。生物标志物靶点必须经过大量样本的实验和临床试验才能应用于临床。在这篇综述中,我们梳理了经典的标志物,并介绍了与这种肿瘤的生物学过程相关的其他标志物的潜在用途。
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引用次数: 0
MultiThal-classifier, a machine learning-based multi-class model for thalassemia diagnosis and classification MultiThal-classifier,一种基于机器学习的地中海贫血诊断和分类多类模型。
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-07 DOI: 10.1016/j.cca.2024.120025
WenQiang Wang, RenQing Ye, BaoJia Tang, YuYing Qi

Background

The differential diagnosis between iron deficiency anemia (IDA) and thalassemia trait (TT) remains a significant clinical challenge. This study aimed to develop a machine learning-based multi-class model to differentiate among Microcytic-TT(TT with low mean corpuscular volume), Normocytic-TT (TT with normal mean corpuscular volume), IDA, and healthy individuals.

Methods

A comprehensive dataset comprising 1,819 individuals was analyzed using six distinct machine learning algorithms. The eXtreme Gradient Boosting (XGBoost) algorithm was ultimately selected to construct the MultiThal-Classifier (M−THAL) model. SMOTENC (Synthetic Minority Over-sampling Technique for Nominal and Continuous features) was employed to address data imbalance. Model performance was evaluated using various metrics, and SHAP values were applied to interpret the model’s predictions.Additionally, external validation was conducted to assess the model’s robustness and generalizability.

Results

After performing 1000 bootstrap resamples of the test set, the average performance metrics of M−THAL and the 95 % confidence interval(CI) were as follows, sensitivity 90.27 % (95 % CI: 84.88–95.26), specificity 97.87 % (95% CI: 97.10–98.55), PPV 93.42 % (95 % CI: 89.34–96.48), NPV 97.82% (95 % CI: 97.00–98.53), F1-score 91.50 % (95% CI: 87.29–95.34), Youden’s index 88.15 % (95 % CI: 82.33–93.70), accuracy 97.06 % (95% CI: 96.06–97.99), and AUC 94.07 % (95 % CI: 91.17–96.84).Feature importance analysis identified mean corpuscular volume(MCV), mean corpuscular hemoglobin(MCH), red cell distribution width − standard deviation(RDW-SD), and hemoglobin (HGB) were identified as the most important features. External validation confirmed the model’s robustness and generalizability.

Conclusion

The M−THAL effectively distinguishes Normocytic-TT, Microcytic-TT, IDA, and healthy individuals using hematological parameters, offers a rapid and cost-effective screening tool that can be readily implemented in diverse healthcare settings.
背景:缺铁性贫血(IDA)和地中海贫血特质(TT)之间的鉴别诊断仍然是一项重大的临床挑战。本研究旨在开发一种基于机器学习的多类模型,以区分小红细胞型地中海贫血(平均血红蛋白量低的地中海贫血)、正常红细胞型地中海贫血(平均血红蛋白量正常的地中海贫血)、缺铁性贫血和健康人:使用六种不同的机器学习算法分析了由 1819 人组成的综合数据集。最终选择了梯度提升(XGBoost)算法来构建多通道分类器(M-THAL)模型。为解决数据不平衡问题,采用了 SMOTENC(用于标称和连续特征的合成少数群体过度采样技术)。此外,还进行了外部验证,以评估模型的鲁棒性和普适性:在对测试集进行 1000 次引导重采样后,M-THAL 的平均性能指标和 95 % 置信区间(CI)如下:灵敏度 90.27 %(95 % CI:84.88-95.26)、特异性 97.87 %(95 % CI:97.10-98.55)、PPV 93.42 %(95 % CI:89.34-96.48)、NPV 97.82 %(95 % CI:97.00-98.53)、F1-分数 91.50 %(95 % CI:87.29-95.34)、尤登指数(Youden index)97.特征重要性分析表明,平均血球容积(MCV)、平均血球血红蛋白(MCH)、红细胞分布宽度-标准偏差(RDW-SD)和血红蛋白(HGB)是最重要的特征。外部验证证实了该模型的稳健性和普适性:M-THAL利用血液学参数有效区分了正常红细胞-TT、小红细胞-TT、IDA和健康人,是一种快速、经济有效的筛查工具,可在不同的医疗环境中随时使用。
{"title":"MultiThal-classifier, a machine learning-based multi-class model for thalassemia diagnosis and classification","authors":"WenQiang Wang,&nbsp;RenQing Ye,&nbsp;BaoJia Tang,&nbsp;YuYing Qi","doi":"10.1016/j.cca.2024.120025","DOIUrl":"10.1016/j.cca.2024.120025","url":null,"abstract":"<div><h3>Background</h3><div>The differential diagnosis between iron deficiency anemia (IDA) and thalassemia trait (TT) remains a significant clinical challenge. This study aimed to develop a machine learning-based multi-class model to differentiate among Microcytic-TT(TT with low mean corpuscular volume), Normocytic-TT (TT with normal mean corpuscular volume), IDA, and healthy individuals.</div></div><div><h3>Methods</h3><div>A comprehensive dataset comprising 1,819 individuals was analyzed using six distinct machine learning algorithms. The eXtreme Gradient Boosting (XGBoost) algorithm was ultimately selected to construct the MultiThal-Classifier (M−THAL) model. SMOTENC (Synthetic Minority Over-sampling Technique for Nominal and Continuous features) was employed to address data imbalance. Model performance was evaluated using various metrics, and SHAP values were applied to interpret the model’s predictions.Additionally, external validation was conducted to assess the model’s robustness and generalizability.</div></div><div><h3>Results</h3><div>After performing 1000 bootstrap resamples of the test set, the average performance metrics of M−THAL and the 95 % confidence interval(CI) were as follows, sensitivity 90.27 % (95 % CI: 84.88–95.26), specificity 97.87 % (95% CI: 97.10–98.55), PPV 93.42 % (95 % CI: 89.34–96.48), NPV 97.82% (95 % CI: 97.00–98.53), F1-score 91.50 % (95% CI: 87.29–95.34), Youden’s index 88.15 % (95 % CI: 82.33–93.70), accuracy 97.06 % (95% CI: 96.06–97.99), and AUC 94.07 % (95 % CI: 91.17–96.84).Feature importance analysis identified mean corpuscular volume(MCV), mean corpuscular hemoglobin(MCH), red cell distribution width − standard deviation(RDW-SD), and hemoglobin (HGB) were identified as the most important features. External validation confirmed the model’s robustness and generalizability.</div></div><div><h3>Conclusion</h3><div>The M−THAL effectively distinguishes Normocytic-TT, Microcytic-TT, IDA, and healthy individuals using hematological parameters, offers a rapid and cost-effective screening tool that can be readily implemented in diverse healthcare settings.</div></div>","PeriodicalId":10205,"journal":{"name":"Clinica Chimica Acta","volume":"567 ","pages":"Article 120025"},"PeriodicalIF":3.2,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142615976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Systematic review and meta-analysis of biological variation data of urine albumin, albumin to creatinine ratio and other markers in urine 尿液白蛋白、白蛋白与肌酐比值以及尿液中其他标记物的生物变异数据的系统回顾和荟萃分析。
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-07 DOI: 10.1016/j.cca.2024.120032
Berna Aslan , Anna Carobene , Niels Jonker , Kornelia Galior , Beatriz Boned , Fernando Marqués-García , Carmen Ricós , William Bartlett , Abdurrahman Coskun , Jorge Diaz-Garzon , Pilar Fernández-Calle , Elisabet Gonzalez-Lao , Margarida Simon , Sverre Sandberg , Aasne K. Aarsand , on behalf of the European Federation of Clinical Chemistry, Laboratory Medicine Task Group for the Biological Variation Database

Introduction

Significant variations in Biological Variation (BV) estimates have been reported for urine markers. This study aimed to systematically review and critically appraise BV studies for albumin, creatinine, albumin-to-creatinine ratio (ACR), and other urine markers to perform a meta-analysis of eligible studies.

Methods

Publications were identified through a systematic search and evaluated using the Biological Variation Data Critical Appraisal Checklist (BIVAC). BIVAC-compliant studies (grades A-C; A being fully compliant) conducted in healthy individuals were included in the meta-analysis, providing within-subject (CVI) and between-subject (CVG) BV estimates with 95% confidence intervals for various sample collection types.

Results

Out of 37 studies evaluated, 16 were included (one grade A, three B, twelve C). No eligible publications were identified for meta-analysis of albumin and ACR. Limited data were available for first-morning urine specimens. A CVI between 15% and 30% was found for most measurands in 24-hour urine samples, while CVI estimates for random urine appeared higher.

Conclusion

Published BV studies on urine markers utilized different sample collections and reporting units. Most were considered unfit for use or ineligible for meta-analysis. Given the critical role of urine albumin and ACR in chronic kidney disease risk assessment, there is a need for more BIVAC-compliant studies.
导言:据报道,尿液指标的生物变异(BV)估计值存在显著差异。本研究旨在对白蛋白、肌酐、白蛋白肌酐比值(ACR)和其他尿液指标的生物变异研究进行系统回顾和批判性评估,并对符合条件的研究进行荟萃分析:方法:通过系统性检索确定文献,并使用生物变异数据关键评估核对表(BIVAC)进行评估。符合 BIVAC 标准的研究(A-C 级;A 级为完全符合标准)被纳入荟萃分析,这些研究针对不同样本采集类型提供了受试者内(CVI)和受试者间(CVG)BV 估计值及 95% 置信区间:在评估的 37 项研究中,有 16 项被纳入(1 项 A 级,3 项 B 级,12 项 C 级)。在对白蛋白和 ACR 进行荟萃分析时,未发现符合条件的出版物。关于晨尿标本的数据有限。在 24 小时尿液样本中发现,大多数测量值的 CVI 在 15%至 30%之间,而随机尿液的 CVI 估计值似乎更高:已发表的有关尿液标记物的 BV 研究采用了不同的样本采集和报告单位。结论:已发表的有关尿液标志物的 BV 研究采用了不同的样本采集和报告单位,其中大多数被认为不适合使用或不符合荟萃分析的要求。鉴于尿白蛋白和 ACR 在慢性肾脏病风险评估中的关键作用,需要进行更多符合 BIVAC 标准的研究。
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引用次数: 0
Fatty acid binding protein as a new age biomarker 脂肪酸结合蛋白--新时代的生物标志物
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-06 DOI: 10.1016/j.cca.2024.120029
Harshita Shand , Soumendu Patra , Suvankar Ghorai
Small lipid-binding proteins known as fatty acid-binding proteins (FABPs) are extensively expressed in cells having elevated levels of fatty acid (FA) metabolism. There are ten known FABPs in mammals that exhibit expression patterns specific to tissues and tertiary structures that are substantially preserved. FABPs were first investigated as FA transport proteins inside cells. Subsequent research has shown that they are involved in signalling within their expression cells and in metabolism of lipid, directly and through the control of expression of gene. Additionally, there is evidence that they might be released and influence circulatory function. It has been observed that some tissues and organs linked to inflammatory, metabolic illnesses and also infectious disease have markedly elevated expression levels of FABPs. Thus, in addition to previously identified markers, FABPs represent a promising new biomarker that require additional investigation to optimise illness detection and prognosis techniques.
被称为脂肪酸结合蛋白(FABPs)的小型脂质结合蛋白在脂肪酸(FA)代谢水平升高的细胞中广泛表达。哺乳动物中有十种已知的 FABPs,它们的表达模式与组织和三级结构密切相关。FABPs 最初是作为细胞内的脂肪酸转运蛋白进行研究的。随后的研究表明,它们直接或通过控制基因表达参与表达细胞内的信号传递和脂质代谢。此外,有证据表明它们可能被释放出来并影响循环功能。据观察,一些与炎症、代谢疾病和传染病有关的组织和器官的 FABPs 表达水平明显升高。因此,除了先前确定的标记物之外,FABPs 还是一种很有前景的新生物标记物,需要进一步研究,以优化疾病检测和预后技术。
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引用次数: 0
Highly specific multiplex DNA methylation detection for liquid biopsy of colorectal cancer 用于结直肠癌液体活检的高特异性多重 DNA 甲基化检测。
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-02 DOI: 10.1016/j.cca.2024.120026
Dewen Zhu , Jinlei Li , Wenwen Zhang , Yishuai Wang , Huidong Wang , Ruoyan Fei , Qian Ye , Danli Peng , Ju Luan , Chang Xu , Xiaoli Wu , Dan Huang , Chunming Ding , Shengnan Jin

Background

Circulating tumor DNA (ctDNA) has emerged as a useful biomarker for cancer detection and prognosis. In this study, we developed a strategy for developing a highly specific multiplex qPCR assay to detect methylated ctDNA in the blood of colorectal cancer (CRC) patients and investigated the potential use for the detection and prognosis of CRC.

Methods

Bisulfite conversion and amplicon sequencing were used to confirm potential CRC-specific DNA methylation markers. The selected DNA methylation candidates were validated by qMSP. The six best-performing markers were used to develop a new single-tube multiplex quantitative methylation-specific PCR assay (mqMSP). The mqMSP assay was applied to analyze plasma samples from 114 CRC patients, 47 patients with advanced adenoma, 45 patients with benign polyps, and 57 healthy controls. The clinical performance of the assay and associations with clinical outcomes were assessed.

Results

Six DNA methylation biomarkers were confirmed to be specifically hypermethylated in CRC tumor tissues. The newly developed mqMSP assay detected CRC with extremely high specificity (specificity of 98.2 %, with sensitivity of 67.5 %). The detection rate of ctDNA was significantly correlated with tumor size and clinical stage, with ctDNA methylation levels in the blood markedly increased with larger tumor size, poor differentiation, and advanced stage. Moreover, high preoperative methylated ctDNA level was associated with worse recurrence-free survival and overall survival.

Conclusion

We provided a strategy for identification of multiple highly-specific DNA methylation markers for designing multiplex DNA methylation assays for liquid biopsies of CRC. The newly developed assay has potential for CRC early detection, and prognosis.
背景:循环肿瘤DNA(ctDNA)已成为癌症检测和预后的有用生物标志物。在这项研究中,我们制定了一种策略,开发了一种高特异性的多重 qPCR 检测方法,用于检测结直肠癌(CRC)患者血液中甲基化的 ctDNA,并研究了该方法在检测和预后 CRC 方面的潜在用途:方法:利用亚硫酸氢盐转换和扩增子测序确认潜在的 CRC 特异性 DNA 甲基化标记物。选定的候选 DNA 甲基化标记通过 qMSP 验证。六个表现最好的标记物被用于开发一种新的单管多重甲基化特异性定量 PCR 检测(mqMSP)。mqMSP 分析法用于分析 114 名 CRC 患者、47 名晚期腺瘤患者、45 名良性息肉患者和 57 名健康对照者的血浆样本。评估了该检测方法的临床表现以及与临床结果的关联:结果:六种DNA甲基化生物标记物被证实在CRC肿瘤组织中存在特异性高甲基化。新开发的 mqMSP 检测方法检测出 CRC 的特异性极高(特异性为 98.2%,灵敏度为 67.5%)。ctDNA的检出率与肿瘤大小和临床分期显著相关,血液中的ctDNA甲基化水平随肿瘤大小增大、分化程度差和分期晚而明显升高。此外,术前高甲基化ctDNA水平与较差的无复发生存率和总生存率相关:我们为设计用于 CRC 液体活检的多重 DNA 甲基化检测方法提供了一种识别多种高度特异性 DNA 甲基化标记物的策略。新开发的检测方法有望用于 CRC 早期检测和预后判断。
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引用次数: 0
A systematic review of total IgE reference intervals − A 2024 update 总 IgE 参考区间系统回顾 - 2024 年更新。
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-02 DOI: 10.1016/j.cca.2024.120024
Erik Wilhelm Vinnes , Eirik Åsen Røys , Renate Renstrøm , Ida Sofie Karlsen Sletten , Sutirtha Chakraborty

Background

Total IgE (tIgE) is a frequently requested analyte in patients presenting with symptoms of atopy. Although tIgE has limited clinical utility in the diagnosis of atopic diseases, it is still important that appropriate reference intervals are provided to the intepreting clinician. Concerns have recently been raised whether laboratories may be using outdated tIgE reference intervals. The aim of this study was therefore to perform the first systematic literature review of tIgE reference intervals to aid laboratories in choosing appropriate sources.

Methods

A search was performed in MEDLINE, Embase and the Cochrane Library from time of inception to July 2024. Eligible studies had to provide an estimate of paediatric and/or adult tIgE reference intervals using current generation immunoassays. The methodology followed PRISMA guidelines, and the study protocol was registered in the PROSPERO database (CRD42023396441).

Results

A total of 1667 records were screened of which 20 studies remained after full text review. The studies included 23 910 individuals and covered 18 countries. Upper reference limits varied significantly, with participant selection (inclusion or exclusion of in vitro confirmed specific IgE sensitised individuals) and statistical methods identified as the most important factors influencing the upper reference limit.

Conclusion

This review emphasises the need for laboratories to carefully evaluate the participant selection criteria and employed statistical methods whilst determining which tIgE reference intervals are the most appropriate to report to clinicians. Further efforts must also be made to harmonise and improve the reporting of tIgE reference interval studies.
背景:总 IgE(tIgE)是出现特应性症状的患者经常需要检测的一种分析物。尽管 tIgE 在诊断特应性疾病方面的临床作用有限,但向提供诊断的临床医生提供适当的参考区间仍然非常重要。最近有人担心实验室是否在使用过时的 tIgE 参考区间。因此,本研究旨在对 tIgE 参考区间进行首次系统性文献回顾,以帮助实验室选择合适的 tIgE 参考区间来源:方法:在 MEDLINE、Embase 和 Cochrane 图书馆中进行检索,检索时间从开始到 2024 年 7 月。符合条件的研究必须使用当前一代的免疫测定方法提供儿科和/或成人 tIgE 参考区间的估计值。研究方法遵循 PRISMA 指南,研究方案已在 PROSPERO 数据库(CRD42023396441)中注册:结果:共筛选出 1667 条记录,其中 20 项研究经过全文审阅后保留下来。这些研究涉及 23 910 人,覆盖 18 个国家。参考上限差异很大,参与者的选择(纳入或排除体外确认的特异性 IgE 致敏个体)和统计方法被认为是影响参考上限的最重要因素:本综述强调,实验室在确定哪些 tIgE 参考区间最适合向临床医生报告时,需要仔细评估参与者的选择标准和采用的统计方法。还应进一步努力协调和改进 tIgE 参考区间研究的报告工作。
{"title":"A systematic review of total IgE reference intervals − A 2024 update","authors":"Erik Wilhelm Vinnes ,&nbsp;Eirik Åsen Røys ,&nbsp;Renate Renstrøm ,&nbsp;Ida Sofie Karlsen Sletten ,&nbsp;Sutirtha Chakraborty","doi":"10.1016/j.cca.2024.120024","DOIUrl":"10.1016/j.cca.2024.120024","url":null,"abstract":"<div><h3>Background</h3><div>Total IgE (tIgE) is a frequently requested analyte in patients presenting with symptoms of atopy. Although tIgE has limited clinical utility in the diagnosis of atopic diseases, it is still important that appropriate reference intervals are provided to the intepreting clinician. Concerns have recently been raised whether laboratories may be using outdated tIgE reference intervals. The aim of this study was therefore to perform the first systematic literature review of tIgE reference intervals to aid laboratories in choosing appropriate sources.</div></div><div><h3>Methods</h3><div>A search was performed in MEDLINE, Embase and the Cochrane Library from time of inception to July 2024. Eligible studies had to provide an estimate of paediatric and/or adult tIgE reference intervals using current generation immunoassays. The methodology followed PRISMA guidelines, and the study protocol was registered in the PROSPERO database (CRD42023396441).</div></div><div><h3>Results</h3><div>A total of 1667 records were screened of which 20 studies remained after full text review. The studies included 23 910 individuals and covered 18 countries. Upper reference limits varied significantly, with participant selection (inclusion or exclusion of in vitro confirmed specific IgE sensitised individuals) and statistical methods identified as the most important factors influencing the upper reference limit.</div></div><div><h3>Conclusion</h3><div>This review emphasises the need for laboratories to carefully evaluate the participant selection criteria and employed statistical methods whilst determining which tIgE reference intervals are the most appropriate to report to clinicians. Further efforts must also be made to harmonise and improve the reporting of tIgE reference interval studies.</div></div>","PeriodicalId":10205,"journal":{"name":"Clinica Chimica Acta","volume":"566 ","pages":"Article 120024"},"PeriodicalIF":3.2,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142567551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Establishment of a high-sensitivity time-resolved fluorescence immunoassay with PLA2R-IgG1 antibody and its clinical application in idiopathic membranous nephropathy prognosis 利用 PLA2R-IgG1 抗体建立高灵敏度时间分辨荧光免疫测定及其在特发性膜性肾病预后诊断中的临床应用
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-02 DOI: 10.1016/j.cca.2024.120019
Shang Gao , Yafen Yu , Shangbin Kao , Tianyu Zheng , Yuan Qin , Xiumei Zhou , Biao Huang , Heng Li

Introduction

The objective of this study was to develop a highly sensitive time-resolved fluorescence immunoassay (TRFIA) method to detect phospholipase A2 receptor (PLA2R)-IgG1 antibodies and evaluate its clinical relevance in predicting the prognosis of individuals with idiopathic membranous nephropathy (IMN).

Materials and methods

A three-step indirect TRFIA method was established using a PLA2R antigen-coated microtiter plate to capture PLA2R-IgG antibodies, followed by detection using mouse anti-human IgG1 and Eu3+-labeled goat anti-mouse IgG antibodies. This method was applied to the initial serum of 56 patients with PLA2R-IMN to investigate the clinical value of PLA2R-IgG1 antibody levels in predicting IMN prognosis.

Results

The detection range of PLA2R-IgG1-TRFIA was 0.85–300 RU/mL, with intra-assay precision of 3.54–5.93 % and inter-assay precision of 4.39–9.36 %. Recoveries were 101.77–108.04 %. A PLA2R-IgG1 level above 2.21 RU/mL indicated PLA2R-IMN. At initial diagnosis, the median PLA2R-IgG level was 51.24 RU/mL in the remission group and 93.27 RU/mL in the non-remission group. The median PLA2R-IgG1 level was 603.32 RU/mL in the non-remission group, which was 4.29 times higher than that in the remission group (140.67 RU/mL). PLA2R-IgG1 levels (P = 0.001) more effectively distinguished between remission and non-remission groups compared with PLA2R-IgG levels (P = 0.094).

Conclusions

The first quantitative TRFIA for PLA2R-IgG1 was established, showing greater clinical value in predicting IMN prognosis, compared to that for PLA2R-IgG levels.
简介本研究旨在开发一种高灵敏度的时间分辨荧光免疫分析(TRFIA)方法来检测磷脂酶A2受体(PLA2R)-IgG1抗体,并评估其在预测特发性膜性肾病(IMN)患者预后方面的临床意义:使用PLA2R抗原涂层微孔板捕获PLA2R-IgG抗体,然后使用小鼠抗人IgG1和Eu3+标记的山羊抗小鼠IgG抗体进行检测。该方法适用于 56 例 PLA2R-IMN 患者的初始血清,以研究 PLA2R-IgG1 抗体水平在预测 IMN 预后方面的临床价值:PLA2R-IgG1-TRFIA的检测范围为0.85-300RU/mL,测定内精密度为3.54-5.93%,测定间精密度为4.39-9.36%。回收率为 101.77-108.04%。PLA2R-IgG1 水平超过 2.21RU/mL 表示 PLA2R-IMN。初次诊断时,缓解组的 PLA2R-IgG 水平中位数为 51.24Ru/mL,未缓解组为 93.27Ru/mL。未缓解组的 PLA2R-IgG1 水平中位数为 603.32RU/mL,是缓解组(140.67RU/mL)的 4.29 倍。与PLA2R-IgG水平(P = 0.094)相比,PLA2R-IgG1水平(P = 0.001)能更有效地区分缓解组和非缓解组:结论:首次建立了 PLA2R-IgG1 定量 TRFIA,与 PLA2R-IgG 水平相比,它在预测 IMN 预后方面显示出更大的临床价值。
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引用次数: 0
Metabolomics in the Diagnosis of Bacterial Infections 代谢组学在细菌感染诊断中的应用。
IF 3.2 3区 医学 Q2 MEDICAL LABORATORY TECHNOLOGY Pub Date : 2024-11-01 DOI: 10.1016/j.cca.2024.120020
Somayeh Ahmadi , Farzaneh Rafie Sedaghat , Mohammad Yousef Memar , Mina Yekani
One of the essential factors in the appropriate treatment of infections is accurate and timely laboratory diagnosis. The correct diagnosis of infections plays a vital role in determining desirable therapy and controlling the spread of pathogens. Traditional methods of infection diagnosis are limited by several factors such as insufficient sensitivity and specificity, being time-consuming and laborious, having a low ability to distinguish infection from non-infectious inflammatory conditions and a low potential to predict treatment outcomes. Therefore, it is necessary to find innovative strategies for detecting specific biomarkers in order to diagnose infections. The rapid advancement of metabolomics makes it possible to determine the pattern of metabolite changes in the both of pathogen and the host during an infection. Metabolomics is a method used to assess the levels and type of metabolites in an organism. Metabolites are of low-molecular-weight compounds produced as a result of metabolic processes and pathways within cells. Metabolomics provides valuable data to detect accurate biomarkers of specific biochemical features directly related to certain phenotypes or conditions. This study aimed to review the applications and progress of metabolomics as a biomarker for the diagnosis of bacterial infections.
准确及时的实验室诊断是适当治疗感染的重要因素之一。正确的感染诊断对于确定理想的治疗方法和控制病原体的传播起着至关重要的作用。传统的感染诊断方法受到多种因素的限制,如灵敏度和特异性不足、费时费力、区分感染和非感染性炎症的能力较低、预测治疗结果的潜力较低等。因此,有必要找到检测特定生物标志物的创新策略,以诊断感染。代谢组学的快速发展使确定感染期间病原体和宿主体内代谢物的变化模式成为可能。代谢组学是一种用于评估生物体内代谢物水平和类型的方法。代谢物是细胞内代谢过程和途径产生的低分子量化合物。代谢组学提供了宝贵的数据,可准确检测与某些表型或状况直接相关的特定生化特征的生物标记物。本研究旨在回顾代谢组学作为诊断细菌感染的生物标志物的应用和进展。
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引用次数: 0
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Clinica Chimica Acta
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