PO.TB10.08 · 肿瘤生物学
利用DISS对癌症组织进行空间解析的多组学分析可实现跨组织景观的变异图谱绘制
Spatially resolved multiomic profiling of cancer tissue with DISS enables variant mapping across tissue landscape
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摘要 Abstract
中文摘要
肿瘤微环境中的克隆演化是理解疾病发生、进展以及治疗反应和耐药的核心。解析这些动态过程需要高精度的空间转录组学,能够直接在完整组织中映射驱动突变和细胞表型。AVITI24 TM上的样本内直接测序(DISS)能够在完整组织切片中直接测量转录组和靶向基因表达,无需文库制备,以高分辨率将基因型和表型联系起来,从而解析肿瘤微环境中复杂的克隆结构。AVITI24 TM利用两种互补的方法通过DISS进行空间分析:一种是使用poly-T探针捕获多聚腺苷酸化mRNA的3'转录组方法,另一种是采用针对表达变异或数百个RNA标志物组合设计的定制探针的靶向策略。AVITI24 TM系统在机内自动执行探针杂交、cDNA延伸、探针环化和滚环扩增。DISS化学设计灵活,使用单端探针并支持多达100个测序循环、Q30>80%,可通过对转录组的高质量长读长实现对广泛表达变异的灵敏检测,包括SNP、插入缺失和融合,这是目前双端探针或挂锁探针检测方法无法实现的。为在癌症中演示DISS的变异检测,我们分析了在新鲜冷冻和FFPE结直肠癌切片中表达的体细胞驱动突变,包括KRAS和TP53中的多个热点SNV、TGFBR2和APC的插入缺失,以及ALK基因融合。靶向DISS对表达水平各异的基因实现了灵敏的突变检测,变异等位基因频率(VAF)低至5%。利用无偏转录组分析,我们准确解析了肿瘤微环境中的主要细胞类型,连续组织切片的结果与RNA-seq高度一致(R² = 0.7)。将这些变异映射到组织形态上,揭示了完整肿瘤微环境内的区域克隆结构和突变异质性。在组织中使用DISS化学,可从同一组织切片对一组定制基因组靶标进行转录组分析,从而以空间精度实现高度个性化和灵敏的方法来同时鉴定细胞类型及其相关的致癌突变。
查看英文原文 English abstract
Clonal evolution within the tumor microenvironment is central to understanding disease initiation, progression, and therapeutic response and resistance. Resolving these dynamics requires high accuracy spatial transcriptomics that can map driver mutations and cellular phenotypes directly in intact tissue. Direct in Sample Sequencing (DISS) on AVITI24 TM enables the measurement of transcriptome and targeted gene expression directly in intact tissues sections without library preparation, linking genotype and phenotype at high resolution to resolve the complex clonal architecture in the tumor microenvironment. AVITI24 TM utilizes two complementary approaches for spatial profiling with DISS: a 3' transcriptome method using poly-T probes to capture polyadenylated mRNA, and a targeted strategy employing custom probes designed against expressed variants or a panel of hundreds of RNA markers. The AVITI24 TM system automatically performs probe hybridization, cDNA extension, probe circularization, and rolling-circle amplification onboard. DISS chemistry is designed for flexibility, using single-ended probes and supporting up to 100 sequencing cycles with >80% Q30, enabling sensitive detection of a broad range of expressed variants including SNPs, indels, and fusions through long, high quality reads of the transcriptome, not currently capable with dual-sided probe or padlock-based detection methods. To demonstrate variant detection in cancer with DISS, we profiled somatic driver mutations expressed in fresh frozen and FFPE colorectal cancer sections, including multiple hot-spot SNVs in KRAS and TP53, TGFBR2 and APC indels, and ALK gene fusions. Targeted DISS achieved sensitive detection of mutations with variant allele frequency (VAF) down to 5% for genes of diverse expression levels. Utilizing unbi2ased transcriptomic profiling, we accurately resolved major cell types within the tumor microenvironment, with results from sequential tissue sections demonstrating high concordance with RNA seq (R² = 0.7). Spatial mapping of these alterations onto tissue morphology uncovered regional clonal architecture and mutational heterogeneity within intact tumor microenvironments. Using DISS chemistry in tissue, transcriptomics from the same tissue section across a panel of custom genomic targets enabled a highly personalized and sensitive approach to identify both cell types and their associated oncogenic mutations with spatial precision.
利益披露 Disclosure
V. T. Dien, None..
T. Lopez, None..
C. Thompson, None..
A. Mah, None..
A. Altomare, None..
M. Dawood, None..
N. Dawood, None..
K. Elango, None..
D. Honigfort, None..
R. Kelley, None..
M. Kim, None..
J. Kwon, None..
S. Lymer, None..
K. Metcalfe, None..
J. Moreno, None..
D. Naranbat, None..
E. O'Brien, None..
T. Rammel, None..
C. Ruiz Perez, None..
R. Tippana, None..
D. White, None..
K. Wiseman, None..
J. Wong, None..
J. Yao, None..
G. Yeo, None..
M. Kellinger, None..
S. Arslan, None..
M. Previte, None.