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Updated: Jan 17, 2026

Identification of Key Factors Regulating Self-renewal and Differentiation in EML Hematopoietic Precursor Cells by RNA-sequencing Analysis
Published on: November 11, 2014
E2-regulated transcriptome complexity revealed by long-read direct RNA sequencing: from isoform discovery to
Didem Naz Dioken1, Ibrahim Ozgul1, Irem Yilmazbilek1
1Department of Biological Sciences, Middle East Technical University (METU), Ankara, Türkiye.
Abstract:
Oestrogen receptor alpha (ERα)-positive (ER+) breast cancers are driven by the binding of 17β-oestradiol (E2) to ERα, which transcriptionally regulates target genes. Although microarrays and conventional RNA sequencing have identified E2 target genes, pre-designed probes and short read lengths are limited in their ability to accurately capture complex transcript structures. Long-read sequencing offers a solution by spanning entire transcripts, providing a more complete view of the transcriptome. Here, we employed nanopore long-read direct RNA sequencing (DRS) complemented with 3'-end sequencing, in vitro experiments, and deep learning-based protein modelling to explore the landscape of the E2-responsive transcriptome and protein level implications. Our analysis revealed a range of E2-responsive non-coding and coding isoforms, including intronically polyadenylated (IPA) mRNAs. One of these IPA isoforms was detected for TLE1, which assists ERα-chromatin interactions for a subset of E2 targets. The IPA isoform produces a C-terminus truncated protein that lacks the WDR interaction domain but retains dimerization/tetramerization capacity through its intact N-terminal Q-domain. Structural modelling and protein-based assays confirmed the dimerization potential and nuclear localization of the truncated protein. Functional assays showed that the overexpression of truncated TLE1 reduced the E2-induced upregulation of TFF1 and GREB1, E2-responsive genes, thereby disrupting transcriptional regulation. Importantly, a lower IPA isoform ratio is associated with worse survival in ER+ breast cancers, highlighting clinical relevance. Our study revealed new layers of complexity in the E2-regulated transcriptome, providing insights into truncated proteins. These findings contribute to a deeper understanding of gene regulation and may help the development of new therapeutic strategies.
Insights
Long-read sequencing reveals novel estrogen-responsive gene isoforms in ER+ breast cancer. A truncated TLE1 protein isoform disrupts gene regulation and is linked to poorer patient survival.
Area of Science:
- Molecular Biology
- Genomics
- Cancer Research
Background:
- Estrogen receptor alpha (ERα)-positive (ER+) breast cancers are driven by estrogen signaling, which regulates gene expression.
- Traditional sequencing methods have limitations in capturing the full complexity of transcript structures, hindering a complete understanding of estrogen-responsive genes.
Purpose of the Study:
- To explore the landscape of the estrogen (E2)-responsive transcriptome and its protein-level implications using advanced sequencing techniques.
- To identify and characterize novel E2-responsive isoforms, including intronically polyadenylated (IPA) mRNAs, and their functional consequences.
Main Methods:
- Nanopore long-read direct RNA sequencing (DRS) coupled with 3'-end sequencing.
- In vitro experiments, deep learning-based protein modeling, structural modeling, and protein-based assays.
- Functional assays to assess the impact of identified isoforms on gene regulation and patient survival data analysis.
Main Results:
- Discovery of diverse E2-responsive coding and non-coding RNA isoforms, including IPA mRNAs.
- Identification of an IPA isoform of TLE1 that produces a C-terminus truncated protein, retaining dimerization but lacking the WDR interaction domain.
- Demonstration that truncated TLE1 disrupts the E2-induced upregulation of key genes (TFF1, GREB1) and that a lower IPA isoform ratio correlates with worse survival in ER+ breast cancer.
Conclusions:
- Long-read sequencing provides a comprehensive view of the E2-responsive transcriptome, revealing novel regulatory mechanisms.
- Truncated TLE1 protein isoforms represent a new layer of complexity in ER+ breast cancer, impacting gene regulation and clinical outcomes.
- These findings offer insights into gene regulation and potential avenues for novel therapeutic strategies in ER+ breast cancer.
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