Organismal and Evolutionary Biology Research Programme, Department of Computer Science, University of Helsinki, Helsinki, Finland.
Evolution and Cancer Laboratory, Centre for Genomics and Computational Biology, Barts Cancer Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Nat Commun. 2022 Sep 6;13(1):4487. doi: 10.1038/s41467-022-32041-5.
Clinical archives of patient material near-exclusively consist of formalin-fixed and paraffin-embedded (FFPE) blocks. The ability to precisely characterise mutational signatures from FFPE-derived DNA has tremendous translational potential. However, sequencing of DNA derived from FFPE material is known to be riddled with artefacts. Here we derive genome-wide mutational signatures caused by formalin fixation. We show that the FFPE-signature is highly similar to signature 30 (the signature of Base Excision Repair deficiency due to NTHL1 mutations), and chemical repair of DNA lesions leads to a signature highly similar to signature 1 (clock-like signature due to spontaneous deamination of methylcytosine). We demonstrate that using uncorrected mutational catalogues of FFPE samples leads to major mis-assignment of signature activities. To correct for this, we introduce FFPEsig, a computational algorithm to rectify the formalin-induced artefacts in the mutational catalogue. We demonstrate that FFPEsig enables accurate mutational signature analysis both in simulated and whole-genome sequenced FFPE cancer samples. FFPEsig thus provides an opportunity to unlock additional clinical potential of archival patient tissues.
临床患者标本档案几乎全部由福尔马林固定和石蜡包埋(FFPE)块组成。从 FFPE 衍生的 DNA 中精确表征突变特征具有巨大的转化潜力。然而,从 FFPE 材料中测序 DNA 已知存在大量伪影。在这里,我们推导出由福尔马林固定引起的全基因组突变特征。我们表明,FFPE 特征与第 30 特征(由于 NTHL1 突变导致碱基切除修复缺陷的特征)高度相似,并且 DNA 损伤的化学修复导致与第 1 特征(由于甲基胞嘧啶自发脱氨引起的时钟样特征)高度相似的特征。我们证明,使用未经校正的 FFPE 样本突变目录会导致特征活性的主要错误分配。为了纠正这一点,我们引入了 FFPEsig,这是一种计算算法,可以纠正突变目录中福尔马林引起的伪影。我们证明,FFPEsig 能够在模拟和全基因组测序的 FFPE 癌症样本中进行准确的突变特征分析。因此,FFPEsig 为解锁患者组织档案的更多临床潜力提供了机会。