bioRxivCancer BiologyPreprint
Global mRNA 3'UTR lengthening in small-cell neuroendocrine carcinoma
Yi ZhangiD, Xiaofan ZhaoiD, Huan WangiD, Yamei HuiD, Xiao‐Xin SuniD, Faming ZhaoiD, Shunyu Du, Roselyn S DaiiD, Nicole K. AndeeniD, Rosalie C. SearsiD, Eva CoreyiD, Jonathan Robert BrodyiD, Joshi J. AlumkaliD, Gordon Brent MillsiD, Peter S. NelsoniD, Mu‐Shui DaiiD, Zheng XiaiD
Abstract
Small-cell neuroendocrine carcinoma (SCNC) is a rare but highly malignant tumor subtype that primarily arises in the lung, also rarely in other organs, and as a consequence of treatment induced lineage transdifferentiation of prostate adenocarcinomas. The molecular convergence of SCNC across diverse tissues enables its identification through conserved SCNC-specific molecular markers, facilitating tumor subtype classification. As a critical post-transcriptional regulatory mechanism, alternative polyadenylation (APA) modulates 3'UTR length and significantly impacts tumor progression. However, its role in SCNC remains largely unclear. Here, we report a global 3'UTR lengthening pattern driven by APA in SCNC. We identified a set of conserved 3'UTR lengthening events across SCNCs of different tissue origins, which are strongly associated with neural development and related signaling pathways. Furthermore, we developed a neural network-based prediction model to classify SCNC by leveraging these specific APA signatures. Our study provides new insights into the post-transcriptional landscape of SCNCs and highlights APA signatures as promising biomarkers for SCNC identification.
- organism: human
- assay: bulk RNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: deep learning
- Citations
- 0
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