High-Resolution Genotyping of Formalin-Fixed Tissue Accurately Estimates Polygenic Risk Scores in Human Diseases

IF 5.1 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Laboratory Investigation Pub Date : 2024-01-14 DOI:10.1016/j.labinv.2024.100325
Omar Youssef , Anu Loukola , Yossra H.S. Zidi-Mouaffak , Max Tamlander , Sanni Ruotsalainen , Elina Kilpeläinen , Nina Mars , Samuli Ripatti
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Abstract

Formalin-fixed paraffin-embedded (FFPE) tissues stored in biobanks and pathology archives are a vast but underutilized source for molecular studies on different diseases. Beyond being the “gold standard” for preservation of diagnostic human tissues, FFPE samples retain similar genetic information as matching blood samples, which could make FFPE samples an ideal resource for genomic analysis. However, research on this resource has been hindered by the perception that DNA extracted from FFPE samples is of poor quality. Here, we show that germline disease-predisposing variants and polygenic risk scores (PRS) can be identified from FFPE normal tissue (FFPE-NT) DNA with high accuracy. We optimized the performance of FFPE-NT DNA on a genome-wide array containing 657,675 variants. Via a series of testing and validation phases, we established a protocol for FFPE-NT genotyping with results comparable with blood genotyping. The median call rate of FFPE-NT samples in the validation phase was 99.85% (range 98.26%-99.94%) and median concordance with matching blood samples was 99.79% (range 98.85%-99.9%). We also demonstrated that a rare pathogenic PALB2 genetic variant predisposing to cancer can be correctly identified in FFPE-NT samples. We further imputed the FFPE-NT genotype data and calculated the FFPE-NT genome-wide PRS in 3 diseases and 4 disease risk variables. In all cases, FFPE-NT and matching blood PRS were highly concordant (all Pearson’s r > 0.95). The ability to precisely genotype FFPE-NT on a genome-wide array enables translational genomics applications of archived FFPE-NT samples with the possibility to link to corresponding phenotypes and longitudinal health data.

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对福尔马林固定组织进行高分辨率基因分型可准确估算人类疾病的多基因风险评分
保存在生物库和病理档案中的福尔马林固定石蜡包埋(FFPE)组织是不同疾病分子研究的巨大资源,但却未得到充分利用。除了是保存诊断性人体组织的黄金标准外,FFPE 样本还能保留与匹配血液样本相似的遗传信息,这使得 FFPE 样本成为基因组分析的理想资源。然而,由于人们认为从 FFPE 样本中提取的 DNA 质量较差,因此对这一资源的研究一直受到阻碍。在这里,我们展示了可以从 FFPE 正常组织(FFPE-NT)DNA 中高精度地鉴定种系疾病易感变异和多基因风险评分(PRS)。我们在包含 657 675 个变异的全基因组阵列上优化了 FFPE-NT DNA 的性能。通过一系列测试和验证阶段,我们建立了一套 FFPE-NT 基因分型方案,其结果可与血液基因分型相媲美。在验证阶段,FFPE-NT样本的中位调用率为99.85%(范围为98.26-99.94%),与匹配血液样本的中位吻合率为99.79%(范围为98.85-99.9%)。我们还证明,可在 FFPE-NT 样本中正确鉴定出一种罕见的易致癌 PALB2 变异。我们进一步估算了 FFPE-NT 基因型数据,并计算了三种疾病和四种疾病风险变量的 FFPE-NT 全基因组 PRS。在所有情况下,FFPE-NT 和匹配的血液 PRS 都高度一致(所有 Pearson's r>0.95 )。在全基因组阵列上对 FFPE-NT 进行精确基因分型的能力使存档的 FFPE-NT 样本的转化基因组学应用成为可能,并能与相应的表型和纵向健康数据联系起来。
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来源期刊
Laboratory Investigation
Laboratory Investigation 医学-病理学
CiteScore
8.30
自引率
0.00%
发文量
125
审稿时长
2 months
期刊介绍: Laboratory Investigation is an international journal owned by the United States and Canadian Academy of Pathology. Laboratory Investigation offers prompt publication of high-quality original research in all biomedical disciplines relating to the understanding of human disease and the application of new methods to the diagnosis of disease. Both human and experimental studies are welcome.
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