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Pan-cancer transcriptome analysis reveals widespread regulation through alternative tandem transcription initiation.

Zhaozhao ZhaoYu ChenXudong ZouLimin LinXiaolan ZhouXiaomeng ChengGuangrui YangQiushi XuLihai GongLei LiTing Ni
Published in: Science advances (2024)
Abnormal transcription initiation from alternative first exon has been reported to promote tumorigenesis. However, the prevalence and impact of gene expression regulation mediated by alternative tandem transcription initiation were mostly unknown in cancer. Here, we developed a robust computational method to analyze alternative tandem transcription start site (TSS) usage from standard RNA sequencing data. Applying this method to pan-cancer RNA sequencing datasets, we observed widespread dysregulation of tandem TSS usage in tumors, many of which were independent of changes in overall expression level or alternative first exon usage. We showed that the dynamics of tandem TSS usage was associated with epigenomic modulation. We found that significant 5' untranslated region shortening of gene TIMM13 contributed to increased protein production, and up-regulation of TIMM13 by CRISPR-mediated transcriptional activation promoted proliferation and migration of lung cancer cells. Our findings suggest that dysregulated tandem TSS usage represents an addtional layer of cancer-associated transcriptome alterations.
Keyphrases
  • gene expression
  • papillary thyroid
  • transcription factor
  • single cell
  • genome wide
  • squamous cell
  • dna methylation
  • rna seq
  • poor prognosis
  • machine learning
  • childhood cancer
  • big data
  • protein protein