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从福尔马林固定石蜡包埋组织切片中进行同时代谢物 MALDI-MSI、全外显子组和转录组分析。

Simultaneous metabolite MALDI-MSI, whole exome and transcriptome analysis from formalin-fixed paraffin-embedded tissue sections.

机构信息

Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Neuherberg, Germany.

Clinical Cooperation Group Personalized Radiotherapy in Head and Neck Cancer, Helmholtz Zentrum München, Neuherberg, Germany.

出版信息

Lab Invest. 2022 Dec;102(12):1400-1405. doi: 10.1038/s41374-022-00829-0. Epub 2022 Aug 31.

Abstract

Matrix-assisted laser desorption ionization mass spectrometry imaging (MALDI-MSI) allows spatial analysis of proteins, metabolites, or small molecules from tissue sections. Here, we present the simultaneous generation and analysis of MALDI-MSI, whole-exome sequencing (WES), and RNA-sequencing data from the same formalin-fixed paraffin-embedded (FFPE) tissue sections. Genomic DNA and total RNA were extracted from (i) untreated, (ii) hematoxylin-eosin (HE) stained, and (iii) MALDI-MSI-analyzed FFPE tissue sections from three head and neck squamous cell carcinomas. MALDI-MSI data were generated by a time-of-flight analyzer prior to preprocessing and visualization. WES data were generated using a low-input protocol followed by detection of single-nucleotide variants (SNVs), tumor mutational burden, and mutational signatures. The transcriptome was determined using 3'-RNA sequencing and was examined for similarities and differences between processing stages. All data met the commonly accepted quality criteria. Besides SNVs commonly identified between differently processed tissues, FFPE-typical artifactual variants were detected. Tumor mutational burden was in the same range for tissues from the same patient and mutational signatures were highly overlapping. Transcriptome profiles showed high levels of correlation. Our data demonstrate that simultaneous molecular profiling of MALDI-MSI-processed FFPE tissue sections at the transcriptome and exome levels is feasible and reliable.

摘要

基质辅助激光解吸电离质谱成像(MALDI-MSI)允许对来自组织切片的蛋白质、代谢物或小分子进行空间分析。在这里,我们展示了从相同的福尔马林固定石蜡包埋(FFPE)组织切片中同时生成和分析 MALDI-MSI、全外显子组测序(WES)和 RNA 测序数据。从三个头颈部鳞状细胞癌的(i)未处理、(ii)苏木精-伊红(HE)染色和(iii)MALDI-MSI 分析的 FFPE 组织切片中提取基因组 DNA 和总 RNA。MALDI-MSI 数据由飞行时间分析仪生成,然后进行预处理和可视化。WES 数据是使用低输入方案生成的,然后检测单核苷酸变体 (SNV)、肿瘤突变负担和突变特征。使用 3'-RNA 测序确定转录组,并检查处理阶段之间的相似性和差异。所有数据都符合公认的质量标准。除了在不同处理的组织中通常识别的 SNV 之外,还检测到了 FFPE 特有的人为变体。来自同一患者的组织的肿瘤突变负担处于相同范围内,突变特征高度重叠。转录组谱显示出高度相关性。我们的数据表明,同时对 MALDI-MSI 处理的 FFPE 组织切片进行转录组和外显子组水平的分子分析是可行且可靠的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97d3/9708593/c734718ef1ee/41374_2022_829_Fig1_HTML.jpg

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