Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Clinical and Experimental Pathology, Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden.
Genes Chromosomes Cancer. 2022 Jan;61(1):27-36. doi: 10.1002/gcc.23002. Epub 2021 Oct 23.
Formalin-fixed, paraffin-embedded (FFPE) specimens are an underutilized resource in medical research, particularly in the setting of transcriptome sequencing, as RNA from these samples is often degraded. We took advantage of an exome capture-based RNA-sequencing protocol to explore global gene expression in paired fresh-frozen (FF) and FFPE samples from 16 diffuse large B-cell lymphoma (DLBCL) patients. While FFPE samples generated fewer mapped reads compared to their FF counterparts, these reads captured the same library complexity and had a similar number of genes expressed on average. Furthermore, gene expression demonstrated a high correlation when comparing housekeeping genes only or across the entire transcriptome (r = 0.99 for both comparisons). Differences in gene expression were primarily seen in lowly expressed genes and genes with small or large coding sequences. Using cell-of-origin classifiers and clinically relevant gene expression signatures for DLBCL, FF, and FFPE samples from the same biopsy paired nearly perfectly in clustering analysis. This was further confirmed in a validation cohort of 50 FFPE DLBCL samples. In summary, we found the biological differences between tumors to be far greater than artifacts created as a result of degraded RNA. We conclude that exome capture transcriptome sequencing data from archival samples can confidently be used for cell-of-origin classification of DLBCL samples.
福尔马林固定、石蜡包埋 (FFPE) 标本在医学研究中未得到充分利用,特别是在转录组测序方面,因为这些样本中的 RNA 通常会降解。我们利用基于外显子捕获的 RNA-seq 方案,探索了来自 16 例弥漫性大 B 细胞淋巴瘤 (DLBCL) 患者的配对新鲜冷冻 (FF) 和 FFPE 样本中的全局基因表达。与 FF 样本相比,FFPE 样本生成的映射读取数较少,但这些读取捕获了相同的文库复杂度,平均表达的基因数量相似。此外,仅比较管家基因或整个转录组时,基因表达显示出高度相关性 (两种比较的 r 值均为 0.99)。基因表达的差异主要见于低表达基因和编码序列较小或较大的基因。使用细胞起源分类器和用于 DLBCL 的临床相关基因表达特征,来自同一活检的 FF 和 FFPE 样本在聚类分析中几乎完美匹配。在 50 例 FFPE DLBCL 样本的验证队列中进一步证实了这一点。总之,我们发现肿瘤之间的生物学差异远大于 RNA 降解导致的人为差异。我们得出结论,来自存档样本的外显子捕获转录组测序数据可以被自信地用于 DLBCL 样本的细胞起源分类。