Hallinan Caleb, Ji Hyun Joo, Salzberg Steven L, Fan Jean
bioRxiv. 2025 Apr 3:2025.03.31.646342. doi: 10.1101/2025.03.31.646342.
The accuracy of spatial gene expression profiles generated by probe-based spatially-resolved transcriptomic technologies depends on the specificity with which probes bind to their intended target gene. Off-target binding, defined as a probe binding to something other than the target gene, can distort a gene's true expression profile, making probe specificity essential for reliable transcriptomics. Here, we investigate off-target binding in the 10x Genomics Xenium v1 Human Breast Gene Expression Panel. We developed a software tool, Off-target Probe Tracker (OPT), to identify putative off-target binding via alignment of probe sequences and found at least 21 out of the 280 genes in the panel impacted by off-target binding to protein-coding genes. To substantiate our predictions, we leveraged a previously published Xenium breast cancer dataset generated using this gene panel and compared results to orthogonal spatial and single-cell transcriptomic profiles from Visium CytAssist and 3' single-cell RNA-seq derived from the same tumor block. Our findings indicate that for some genes, the expression patterns detected by Xenium demonstrably reflect the aggregate expression of the target and predicted off-target genes based on Visium and single-cell RNA-seq rather than the target gene alone. Overall, this work enhances the biological interpretability of spatial transcriptomics data and improves reproducibility in spatial transcriptomics research.
基于探针的空间分辨转录组技术生成的空间基因表达谱的准确性取决于探针与其预期靶基因结合的特异性。非靶向结合,定义为探针与靶基因以外的其他物质结合,会扭曲基因的真实表达谱,因此探针特异性对于可靠的转录组学至关重要。在这里,我们研究了10x Genomics Xenium v1人类乳腺基因表达面板中的非靶向结合。我们开发了一种软件工具,即非靶向探针追踪器(OPT),通过探针序列比对来识别推定的非靶向结合,并发现该面板中的280个基因中至少有21个受到与蛋白质编码基因的非靶向结合的影响。为了证实我们的预测,我们利用了之前发表的使用该基因面板生成的Xenium乳腺癌数据集,并将结果与来自Visium CytAssist的正交空间和单细胞转录组图谱以及来自同一肿瘤块的3'单细胞RNA测序结果进行了比较。我们的研究结果表明,对于某些基因,Xenium检测到的表达模式明显反映了基于Visium和单细胞RNA测序的靶基因和预测的非靶基因的总体表达,而不仅仅是靶基因的表达。总体而言,这项工作增强了空间转录组学数据的生物学可解释性,并提高了空间转录组学研究的可重复性。