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The Correlation between Plasma Circulating Tumor DNA and Radiographic Tumor Burden 血浆循环肿瘤 DNA 与放射肿瘤负荷之间的相关性。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-22 DOI: 10.1016/j.jmoldx.2024.07.001
Evan M. Alexander , Hunter A. Miller , Michael E. Egger , Melissa L. Smith , Kavitha Yaddanapudi , Mark W. Linder
Conventional blood-based biomarkers and radiographic imaging are excellent for use in monitoring different aspects of malignant disease, but given their specific shortcomings, their integration with other, complementary markers such as plasma circulating tumor DNA (ctDNA) will be beneficial toward a precision medicine–driven future. Plasma ctDNA analysis utilizes the measurement of cancer-specific molecular alterations in a variety of bodily fluids released by dying tumor cells to monitor and profile response to therapy, and is being employed in several clinical scenarios. Plasma concentrations of ctDNA have been reported to correlate with tumor burden. However, the strength of this association is generally poor and highly variable, confounding the interpretation of longitudinal plasma ctDNA measurements in conjunction with routine radiographic assessments. Herein is discussed what is currently understood with respect to the fundamental characteristics of tumor growth that dictate plasma ctDNA concentrations, with a perspective on its interpretation in conjunction with radiographically determined tumor burden assessments.
传统的血液生物标记物和放射成像在监测恶性疾病的不同方面表现出色,但考虑到它们的具体缺陷,将它们与血浆循环肿瘤 DNA 等其他补充标记物整合在一起将有利于未来的精准医疗。血浆循环肿瘤 DNA 分析利用测量垂死肿瘤细胞释放的各种体液中的癌症特异性分子变化来监测和分析对治疗的反应,目前已被应用于多种临床方案中。据报道,血浆中循环肿瘤 DNA 的浓度与肿瘤负荷相关。然而,这种关联的强度通常很低,而且变化很大,这给结合常规放射学评估进行的纵向血浆循环肿瘤 DNA 测量的解释带来了困惑。本文讨论了目前对决定血浆循环肿瘤 DNA 浓度的肿瘤生长基本特征的理解,并对结合放射学确定的肿瘤负荷评估进行解释提供了视角。
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引用次数: 0
Open-Source Bioinformatic Pipeline to Improve PMS2 Genetic Testing Using Short-Read NGS Data 利用短读数 NGS 数据改进 PMS2 基因测试的开源生物信息学管道。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.jmoldx.2024.05.005

The molecular diagnosis of mismatch repair–deficient cancer syndromes is hampered by difficulties in sequencing the PMS2 gene, mainly owing to the PMS2CL pseudogene. Next-generation sequencing short reads cannot be mapped unambiguously by standard pipelines, compromising variant calling accuracy. This study aimed to provide a refined bioinformatic pipeline for PMS2 mutational analysis and explore PMS2 germline pathogenic variant prevalence in an unselected hereditary cancer (HC) cohort. PMS2 mutational analysis was optimized using two cohorts: 192 unselected HC patients for assessing the allelic ratio of paralogous sequence variants, and 13 samples enriched with PMS2 (likely) pathogenic variants screened previously by long-range genomic DNA PCR amplification. Reads were forced to align with the PMS2 reference sequence, except those corresponding to exon 11, where only those intersecting gene-specific invariant positions were considered. Afterward, the refined pipeline's accuracy was validated in a cohort of 40 patients and used to screen 5619 HC patients. Compared with our routine diagnostic pipeline, the PMS2_vaR pipeline showed increased technical sensitivity (0.853 to 0.956, respectively) in the validation cohort, identifying all previously PMS2 pathogenic variants found by long-range genomic DNA PCR amplification. Fifteen HC cohort samples carried a pathogenic PMS2 variant (15 of 5619; 0.285%), doubling the estimated prevalence in the general population. The refined open-source approach improved PMS2 mutational analysis accuracy, allowing its inclusion in the routine next-generation sequencing pipeline streamlining PMS2 screening.

主要由于 PMS2CL 假基因导致的 PMS2 基因测序困难阻碍了 MMR 缺失癌症综合征的分子诊断。下一代测序(NGS)短读数无法通过标准管道进行明确映射,从而影响了变异调用的准确性。我们的目标是为 PMS2 基因突变分析提供一个完善的生物信息学管道,并在一个未选择的遗传性癌症(HC)队列中探索 PMS2 基因致病变体的流行率。利用两个队列对 PMS2 基因突变分析进行了优化:192例未经筛选的HC患者用于评估旁系序列变异的等位基因比例,13例样本富含PMS2(可能)致病变异,这些变异之前已通过长程gDNA PCR扩增(LR-PCR)进行了筛查。读数被强制与 PMS2 参考序列比对,但与第 11 号外显子对应的读数除外,只考虑与基因特异性不变位置相交的读数。之后,在 40 名患者的队列中验证了改进管道的准确性,并用于筛选 5619 名 HC 患者。与我们的常规诊断管道相比,PMS2_vaR 管道在验证队列中显示出更高的技术灵敏度(从 0.853 到 0.956),能识别出以前通过 LR-PCR 发现的所有 PMS2 致病变异。15个HC队列样本携带致病性PMS2变体(15/5619,0.285%),比一般人群的估计患病率高出一倍。改进后的开源方法提高了 PMS2 突变分析的准确性,使其能够纳入常规 NGS 管线,简化 PMS2 筛查。
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引用次数: 0
Accuracy of cobas MTB and MTB-RIF/INH for Detection of Mycobacterium tuberculosis and Drug Resistance cobas MTB 和 MTB-RIF/INH 检测结核杆菌和耐药性的准确性。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.jmoldx.2024.05.004

This study evaluated the performance of cobas MTB and cobas MTB-RIF/INH for the diagnosis of tuberculosis and detection of rifampicin (RIF) and isoniazid (INH) resistance. Adults presenting with pulmonary tuberculosis symptoms were recruited in South Africa, Moldova, and India. Performance of cobas MTB was assessed against culture, whereas cobas MTB-RIF/INH was assessed using phenotypic drug susceptibility testing and whole-genome sequencing as composite reference standards. Xpert MTB/RIF (Xpert) or Xpert MTB/RIF Ultra (Ultra) was used as a comparator. The overall sensitivity and specificity of cobas MTB were 95% (95% CI, 93%–96%) and 96% (95% CI, 95%–97%). Among smear-negatives, the sensitivity of cobas MTB was 75% (95% CI, 66%–83%). Among participants tested with both cobas MTB and Xpert, sensitivity was 96% (95% CI, 94%–97%) for cobas MTB and 95% (95% CI, 93%–97%) for Xpert. Among participants tested with both cobas MTB and Ultra, sensitivity was 88% (95% CI, 81%–92%) for cobas MTB and 89% (95% CI, 83%–93%) for Ultra. Sensitivity and specificity of cobas MTB-RIF/INH for RIF and INH detection were 90% (95% CI, 84%–94%) and 100% (95% CI, 99%–100%), and 89% (95% CI, 84%–93%) and 99.5% (95% CI, 98%–100%), respectively. The cobas MTB and cobas MTB-RIF/INH assays exhibited high performance in a diverse population and present a suitable option for molecular detection of tuberculosis and RIF and INH resistance.

本研究评估了 cobas MTB 和 cobas MTB-RIF/INH 在结核病(TB)诊断以及利福平(RIF)和异烟肼(INH)耐药性检测方面的性能。南非、摩尔多瓦和印度招募了出现肺结核症状的成年人。cobas MTB 的性能评估以培养为参考,而 cobas MTB-RIF/INH 的性能评估则以表型药敏试验和全基因组测序为复合参考标准。Xpert MTB/RIF (Xpert) 或 Xpert MTB/RIF Ultra (Ultra) 被用作参照物。cobas MTB的总体灵敏度和特异性分别为95%(95% CI,93%-96%)和96%(95% CI,95%-97%)。在涂片阴性者中,cobas MTB 的灵敏度为 75%(95% CI,66%-83%)。在同时接受 cobas MTB 和 Xpert 检测的参与者中,cobas MTB 的灵敏度为 96%(95% CI,94%-97%),Xpert 的灵敏度为 95%(95% CI,93%-97%)。在同时接受 cobas MTB 和 Ultra 检测的参与者中,cobas MTB 的灵敏度为 88%(95% CI,81%-92%),Ultra 的灵敏度为 89%(95% CI,83%-93%)。cobas MTB-RIF/INH 检测 RIF 和 INH 的灵敏度和特异性分别为 90%(95% CI,84%-94%)和 100%(95% CI,99%-100%),以及 89%(95% CI,84%-93%)和 99.5%(95% CI,98%-100%)。cobas MTB 和 cobas MTB-RIF/INH 检测试剂盒在不同人群中表现出很高的性能,是分子检测结核病以及 RIF 和 INH 耐药性的合适选择。
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引用次数: 0
Analytical Validation of the Multitarget Stool RNA Test for Colorectal Cancer Screening 用于大肠癌筛查的多靶点粪便 RNA 检测的分析验证。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.jmoldx.2024.05.001
Erica K. Barnell , Jack Land , Kimberly Kruse , Maya C. Scott , Ben Wedeking , Catherine Morrison , Clayton Grass , Ann Zuniga , Elizabeth M. Wurtzler , Eric J. Duncavage

The multitarget stool RNA (mt-sRNA) test (ColoSense) is a noninvasive diagnostic test that screens for colorectal cancer and advanced adenomas in average-risk individuals aged 45 years and older. The mt-sRNA test incorporates a commercially available fecal immunochemical test, concentration of eight RNA transcripts, and participant-reported smoking status. As part of the CRC-PREVENT (Colorectal Cancer and Pre-Cancerous Adenoma Non-Invasive Detection Test) clinical trial, 12 analytical validation studies were conducted to assess analytical sensitivity, linearity, precision, interfering substances, cross-reactivity, carry-over, cross-contamination, and robustness. Analytical validation of the mt-sRNA test demonstrated limit of blank, limit of detection, and limit of quantification of <0.6, <0.7, and ≤2.5 copies/μL for all markers, respectively. The mt-sRNA test demonstrated linearity between 2.5 and 2500 copies/μL, and <20% coefficient of variation, and/or ≥95% concordance with regard to precision, interfering substances, carry-over, cross-contamination, and robustness. There was no significant impact of cross-reactivity from non–colorectal cancer diseases. These data provide a framework for laboratories to complete analytical validation for RNA-based panels that require premarket approval as a class III medical device from the US Food and Drug Administration.

多靶点粪便 RNA(mt-sRNA)检验(ColoSense)是一种无创诊断检验,可筛查 45 岁及以上平均风险人群中的结直肠癌和晚期腺瘤。mt-sRNA 检验结合了市售的粪便免疫化学检验、八种 RNA 转录物的浓度以及参与者报告的吸烟状况。作为 CRC-PREVENT(结直肠癌和癌前腺瘤非侵入性检测试验)临床试验的一部分,进行了 12 项分析验证研究,以评估分析灵敏度、线性度、精确度、干扰物质、交叉反应、携带、交叉污染和稳健性。mt-sRNA 检验的分析验证结果表明,其空白极限、检测极限和定量极限分别为
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引用次数: 0
Economic Impact of Whole Genome Sequencing and Whole Transcriptome Sequencing Versus Routine Diagnostic Molecular Testing to Stratify Patients with B-Cell Acute Lymphoblastic Leukemia 全基因组测序和全转录组测序与常规诊断分子检测对 B 细胞急性淋巴细胞白血病患者分层的经济影响。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.jmoldx.2024.04.006
Martin Vu , Koen Degeling , Georgina L. Ryland , Oliver Hofmann , Ashley P. Ng , David Westerman , Maarten J. IJzerman

Whole genome and whole transcriptome sequencing (WGTS) can accurately distinguish B-cell acute lymphoblastic leukemia (B-ALL) genomic subtypes. However, whether this is economically viable remains unclear. This study compared the direct costs and molecular subtype classification yield using different testing strategies for WGTS in adolescent and young adult/adult patients with B-ALL. These approaches were: (1) combined BCR::ABL1 by fluorescence in situ hybridization (FISH) + WGTS for all patients; and (2) sequential BCR::ABL1 FISH + WGTS contingent on initial BCR::ABL1 FISH test outcome. The cost of routine diagnostic testing was estimated using Medicare or hospital fees, and the additional cost of WGTS was evaluated from the health care provider perspective using time-driven activity-based costing with resource identification elicited from experts. Molecular subtype classification yield data were derived from literature sources. Parameter uncertainty was assessed through deterministic sensitivity analysis; additional scenario analyses were performed. The total per patient cost of WGTS was $4319 (all costs reported in US dollars); consumables accounted for 74% of the overall cost, primarily driven by sequencing-related consumables. The incremental cost per additional patient categorized into molecular subtype was $8498 for combined BCR::ABL1 FISH + WGTS for all patients and $5656 for initial BCR::ABL1 FISH + WGTS for select patients compared with routine diagnostic testing. A reduction in the consumable costs of WGTS or an increase in the yield of molecular subtype classification is favorable.

全基因组和全转录组测序(WGTS)可准确区分 B 细胞急性淋巴细胞白血病(B-ALL)基因组亚型。然而,这在经济上是否可行仍不清楚。本研究比较了在青少年和青年/成人 B-ALL 患者中使用不同 WGTS 检测策略的直接成本和分子亚型分类结果。这些方法是(1) 对所有患者采用荧光原位杂交(FISH)+ WGTS联合检测BCR::ABL1;(2) 根据最初的BCR::ABL1 FISH检测结果依次检测BCR::ABL1 FISH + WGTS。常规诊断检测的成本使用医疗保险或医院费用进行估算,WGTS 的额外成本从医疗服务提供者的角度进行评估,使用基于时间驱动活动的成本计算,并从专家处获得资源识别。分子亚型分类产量数据来自文献资料。通过确定性敏感性分析评估了参数的不确定性;还进行了其他情景分析。WGTS 每名患者的总成本为 4319 美元(所有成本均以美元为单位);耗材占总成本的 74%,主要由测序相关耗材造成。与常规诊断检测相比,对所有患者进行BCR::ABL1 FISH + WGTS联合检测每增加一名分子亚型患者的成本为8498美元,对部分患者进行初始BCR::ABL1 FISH + WGTS检测每增加一名分子亚型患者的成本为5656美元。降低 WGTS 的耗材成本或提高分子亚型分类的收益都是有利的。
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引用次数: 0
Recommendations for Tumor Mutational Burden Assay Validation and Reporting 肿瘤突变负荷测定验证和报告建议:分子病理学协会、美国病理学家学会和癌症免疫疗法学会的联合共识建议》(Association for Molecular Pathology, College of American Pathologists, and Society for Immunotherapy of Cancer)。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.jmoldx.2024.05.002

Tumor mutational burden (TMB) has been recognized as a predictive biomarker for immunotherapy response in several tumor types. Several laboratories offer TMB testing, but there is significant variation in how TMB is calculated, reported, and interpreted among laboratories. TMB standardization efforts are underway, but no published guidance for TMB validation and reporting is currently available. Recognizing the current challenges of clinical TMB testing, the Association for Molecular Pathology convened a multidisciplinary collaborative working group with representation from the American Society of Clinical Oncology, the College of American Pathologists, and the Society for the Immunotherapy of Cancer to review the laboratory practices surrounding TMB and develop recommendations for the analytical validation and reporting of TMB testing based on survey data, literature review, and expert consensus. These recommendations encompass pre-analytical, analytical, and postanalytical factors of TMB analysis, and they emphasize the relevance of comprehensive methodological descriptions to allow comparability between assays.

肿瘤突变负荷(TMB)已被认为是几种肿瘤类型免疫疗法反应的预测性生物标志物。目前有多家实验室提供 TMB 检测,但各实验室在 TMB 的计算、报告和解释方面存在很大差异。TMB 标准化工作正在进行中,但目前还没有关于 TMB 验证和报告的公开指南。认识到目前临床 TMB 检测所面临的挑战,分子病理学协会(Association for Molecular Pathology)召集了一个由美国临床肿瘤学会(American Society of Clinical Oncology)、美国病理学家学会(College of American Pathologists)和癌症免疫治疗学会(Society for the Immunotherapy of Cancer)的代表组成的多学科协作工作组,对围绕 TMB 的实验室实践进行审查,并根据调查数据、文献综述和专家共识,为 TMB 检测的分析验证和报告提出建议。这些建议涵盖了 TMB 分析的分析前、分析中和分析后因素,并强调了综合方法描述的相关性,以实现不同检测方法之间的可比性。
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引用次数: 0
Colorectal Cancer Screening 大肠癌筛查:增加选择。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.jmoldx.2024.05.003
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引用次数: 0
Performance Evaluation of a Commercial Automated Library Preparation System for Clinical Microbial Whole-Genome Sequencing Assays 用于临床微生物全基因组测序测定的商用自动文库制备系统的性能评估。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.jmoldx.2024.05.006

Next-generation sequencing (NGS) has proven clinical utility on disease management and serves as an important tool for genomic surveillance. Currently, hurdles surrounding its implementation, namely the complex and demanding analytical workflows, have impeded its widespread use in many laboratories. To address this challenge, the UCLA Molecular Microbiology and Pathogen Genomics Laboratory evaluated the performance of the Tecan MagicPrep NGS system, a commercial automated solution for library preparation for clinical whole-genome sequencing assays, against the Illumina Nextera DNA Flex Library Prep. Using 35 unique organisms (28 bacteria and 7 fungi) for various clinical applications, including microbial identification and genomic characterization, we compared the quantity and quality of the prepared libraries and the resulting sequences, and concordance of the overall results. We also assessed the impact of its implementation on laboratory workflow. The MagicPrep NGS produced higher library concentrations with smaller sizes, and correspondingly, higher molarity. Quality metrics of the sequences, however, demonstrated no significant impact on the overall results, producing 100% concordance with the reference method. Importantly, workflow analysis showed 5 hours less hands-on time per run with more flexibility. This evaluation study indicates that performance of the MagicPrep NGS is comparable to the Nextera DNA Flex with the added benefit of improving workflow efficiency and reducing labor for performing routine clinical microbial whole-genome sequencing tests.

下一代测序(NGS)已被证明在疾病管理方面具有临床用途,同时也是基因组监测的重要工具。目前,围绕其实施的障碍,即复杂而苛刻的分析工作流程,阻碍了其在许多实验室的广泛应用。为了应对这一挑战,加州大学洛杉矶分校分子微生物学与病原体基因组学(MMPG)实验室评估了 Tecan MagicPrep NGS 系统与 Illumina Nextera DNA Flex 文库制备系统的性能,前者是用于临床全基因组测序(WGS)检测的商用自动化文库制备解决方案。我们利用 35 种独特的生物(28 种细菌和 7 种真菌)进行了各种临床应用,包括微生物鉴定和基因组特征描述,比较了所制备文库的数量和质量、所得序列以及总体结果的一致性。我们还评估了其实施对实验室工作流程的影响。MagicPrep NGS 产生的文库浓度更高,体积更小,摩尔浓度也相应更高。然而,序列的质量指标没有显示出对总体结果的显著影响,与参考方法的一致性达到 100%。重要的是,工作流程分析表明,每次运行可减少 5 小时的操作时间,灵活性更高。我们的评估研究表明,MagicPrep NGS 的性能与 Nextera DNA Flex 相当,而且还能提高工作流程效率,减少进行常规临床微生物 WGS 检测的人力。
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引用次数: 0
Implementation of a High-Accuracy Targeted Gene Expression Panel for Clinical Care 在临床护理中实施高精度靶向基因表达检测。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.jmoldx.2024.04.005

This study describes the validation of a clinical RNA expression panel with evaluation of concordance between gene copy gain by a next-generation sequencing (NGS) assay and high gene expression by an RNA expression panel. The RNA Salah Targeted Expression Panel (RNA STEP) was designed with input from oncologists to include 204 genes with utility for clinical trial prescreening and therapy selection. RNA STEP was validated with the nanoString platform using remnant formalin-fixed, paraffin-embedded–derived RNA from 102 patients previously tested with a validated clinical NGS panel. The repeatability, reproducibility, and concordance of RNA STEP results with NGS results were evaluated. RNA STEP demonstrated high repeatability and reproducibility, with excellent correlation (r > 0.97, P < 0.0001) for all comparisons. Comparison of RNA STEP high gene expression (log2 ratio ≥ 2) versus NGS DNA-based gene copy number gain (copies ≥ 5) for 38 mutually covered genes revealed an accuracy of 93.0% with a positive percentage agreement of 69.4% and negative percentage agreement of 93.8%. Moderate correlation was observed between platforms (r = 0.53, P < 0.0001). Concordance between high gene expression and gene copy number gain varied by specific gene, and some genes had higher accuracy between assays. Clinical implementation of RNA STEP provides gene expression data complementary to NGS and offers a tool for prescreening patients for clinical trials.

本研究介绍了临床 RNA 表达面板的验证,评估了下一代测序(NGS)测定的基因拷贝增殖与 RNA 表达面板的高基因表达之间的一致性。RNA Salah 靶向表达面板(RNA STEP)是根据肿瘤学家的意见设计的,包括 204 个基因,可用于临床试验预筛和疗法选择。使用 nanoString 平台对 RNA STEP 进行了验证,使用的是之前用经过验证的临床 NGS 面板检测过的 102 例患者的残余 FFPE 衍生 RNA。评估了 RNA STEP 结果与 NGS 结果的重复性、再现性和一致性。在所有比较中,RNA STEP 都表现出很高的重复性和再现性,相关性极佳(r > 0.97,p < 0.0001)。对 38 个相互覆盖的基因进行 RNA STEP 高基因表达(log2 比率≥ 2)与 NGS 基于 DNA 的基因拷贝数增益(拷贝数≥ 5)比较后发现,两者的准确率为 93.0%,正百分比一致率 (PPA) 为 69.4%,负百分比一致率 (NPA) 为 93.8%。各平台之间存在适度的相关性(r = 0.53,p < 0.0001)。高基因表达与基因拷贝数增大之间的一致性因特定基因而异,某些基因在不同检测方法之间具有更高的准确性。RNA STEP 的临床应用提供了与 NGS 互补的基因表达数据,并为临床试验预筛患者提供了一种工具。
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引用次数: 0
Comparative Analysis of Gene Expression Analysis Methods for RNA in Situ Hybridization Images RNA 原位杂交图像基因表达分析方法的比较分析。
IF 3.4 3区 医学 Q1 PATHOLOGY Pub Date : 2024-07-26 DOI: 10.1016/j.jmoldx.2024.06.010
Valeria Ariotta , Eros Azzalini , Vincenzo Canzonieri , Sampsa Hautaniemi , Serena Bonin

Gene expression analysis is pivotal in cancer research and clinical practice. Although traditional methods lack spatial context, RNA in situ hybridization (RNA-ISH) is a powerful technique that retains spatial tissue information. Here, RNAscope score, RT–droplet digital PCR, and automated QuantISH and QuPath were used for quantifying RNA-ISH expression values from formalin-fixed, paraffin-embedded samples. The methods were compared using high-grade serous ovarian carcinoma samples, focusing on CCNE1, WFDC2, and PPIB genes. The findings demonstrate good concordance between automated methods and RNAscope, with RT–droplet digital PCR showing less concordance. Additionally, QuantISH exhibits robust performance, even for low-expressed genes like CCNE1, showcasing its modular design and enhancing accessibility as a viable alternative for gene expression analysis.

基因表达分析在癌症研究和临床实践中举足轻重。传统方法缺乏空间背景,而 RNA 原位杂交(RNA-ISH)是一种保留组织空间信息的强大技术。本文采用了 RNAscope 评分、RT-液滴数字 PCR(RT-ddPCR)、自动定量ISH 和 QuPath 来量化福尔马林固定石蜡包埋样本的 RNA-ISH 表达值。研究人员利用高级别浆液性卵巢癌样本对这些方法进行了比较,重点研究了 CCNE1、WFDC2 和 PPIB 基因。研究结果表明,自动方法与 RNAscope 的一致性很好,而 RT-ddPCR 的一致性较差。此外,QuantISH 表现出强大的性能,即使是 CCNE1 这样的低表达基因也不例外,这展示了它的模块化设计,提高了作为基因表达分析可行替代方法的可及性。
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引用次数: 0
期刊
Journal of Molecular Diagnostics
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