Role of global aberrant alternative splicing events in papillary thyroid cancer prognosis

Aging (Albany NY). 2019 Apr 15;11(7):2082-2097. doi: 10.18632/aging.101902.

Abstract

Background: Alternative splicing events have been increasingly reported for anomalous perturbations in various cancers, including papillary thyroid cancer (PTC).

Methods: Integration analysis of RNA sequencing and clinical information were utilized to identify survival associated splicing events in PTC. Then, several prognosis-related splicing events were submitted to develop moderate predictors for survival monitoring by using least absolute shrinkage and selection operator model. In addition, several biomedical computational algorithms were conducted to identify pathways enriched by genes with prognostic splicing events and construct regulatory network dominated by splicing factors.

Results: Survival analysis in 496 PTC patients indicated that TNM stage, tumor stage, distant metastasis and tumor status were significantly correlated with PTC patients' progression-free interval. 2799 splicing events were identified as prognostic molecular events. Functional enrichment analysis suggested that prognostic splicing events are associated with several energy metabolism-related processes. Based on these prognostic events, several prognostic signatures were developed. The final prognostic signature acted as an independent prognostic factor after adjusting for several clinical parameters. Interestingly, splicing regulatory network was constructed to display potential regulatory mechanisms of splicing events in PTC.

Conclusions: Our analysis provides the status of splicing events involved in the progression and may represent an underappreciated hallmark of PTC.

Keywords: alternative splicing events; papillary thyroid cancer; precision medicine; prognostic signature; splicing factors.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Alternative Splicing*
  • Cohort Studies
  • Female
  • Gene Ontology
  • Humans
  • Kaplan-Meier Estimate
  • Male
  • Middle Aged
  • Prognosis
  • Proportional Hazards Models
  • RNA Splicing Factors / genetics
  • Thyroid Cancer, Papillary / genetics*
  • Thyroid Cancer, Papillary / mortality
  • Thyroid Neoplasms / genetics*
  • Thyroid Neoplasms / mortality

Substances

  • RNA Splicing Factors