ArticlePLoS genetics2020
TENET 2.0: Identification of key transcriptional regulators and enhancers in lung adenocarcinoma.
Article in PLoS genetics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 24 citations in OpenAlex.
- 3D chromatin architecture-related genes orchestrate LUAD evolution and therapy resistance: insights from integrative machine learning and spatial single-cell mapping.Functional & integrative genomics · 2026Article
- Tracing regulatory element networks using epigenetic traits to identify key transcription factors: TENET R/Bioconductor package.Bioinformatics (Oxford, England) · 2025Article
- Genome-wide binding analysis unveils critical implication of B-Myb-mediated transactivation in cancers.International journal of biological sciences · 2024Article
- The GJB3 correlates with the prognosis, immune cell infiltration, and therapeutic responses in lung adenocarcinoma.Open medicine (Warsaw, Poland) · 2024Article
- Article
- Integration of gene expression and DNA methylation data across different experiments.Nucleic acids research · 2023Article
- Lung Cancer Gene Regulatory Network of Transcription Factors Related to the Hallmarks of Cancer.Current issues in molecular biology · 2023Article
- Genomic, epigenomic, and transcriptomic signatures of prostate cancer between African American and European American patients.Frontiers in oncology · 2023Review
- Characterizing chromatin interactions of regulatory elements and nucleosome positions, using Hi-C, Micro-C, and promoter capture Micro-C.Epigenetics & chromatin · 2022Article
- Identification of the Transcriptional Regulatory Role of RUNX2 by Network Analysis in Lung Cancer Cells.Biomedicines · 2022Article
- Characterizing and Targeting Genes Regulated by Transcription Factor MYBL2 in Lung Adenocarcinoma Cells.Cancers · 2022Article
- The heterogeneous immune landscape between lung adenocarcinoma and squamous carcinoma revealed by single-cell RNA sequencing.Signal transduction and targeted therapy · 2022Article
- Pioneer transcription factors are associated with the modulation of DNA methylation patterns across cancers.Epigenetics & chromatin · 2022Article
- Pan-cancer predictions of transcription factors mediating aberrant DNA methylation.Epigenetics & chromatin · 2022Article
- Lung Cancer Computational Biology and Resources.Cold Spring Harbor perspectives in medicine · 2022Review
- Bioinformatics and System Biology Approach to Reveal the Interaction Network and the Therapeutic Implications for Non-Small Cell Lung Cancer Patients With COVID-19.Frontiers in pharmacology · 2022Article
- Article
- Transcription start site-level expression of thyroid transcription factor 1 isoforms in lung adenocarcinoma and its clinicopathological significance.The journal of pathology. Clinical research · 2021Article
- FOXM1: A Multifunctional Oncoprotein and Emerging Therapeutic Target in Ovarian Cancer.Cancers · 2021Review
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Authors and funding
9 authors at 1 institution in 1 country.
Funding
Abstract
Lung cancer is the leading cause of cancer-related death and lung adenocarcinoma is its most common subtype. Although genetic alterations have been identified as drivers in subsets of lung adenocarcinoma, they do not fully explain tumor development. Epigenetic alterations have been implicated in the pathogenesis of tumors. To identify epigenetic alterations driving lung adenocarcinoma, we used an improved version of the Tracing Enhancer Networks using Epigenetic Traits method (TENET 2.0) in primary normal lung and lung adenocarcinoma cells. We found over 32,000 enhancers that appear differentially activated between normal lung and lung adenocarcinoma. Among the identified transcriptional regulators inactivated in lung adenocarcinoma vs. normal lung, NKX2-1 was linked to a large number of silenced enhancers. Among the activated transcriptional regulators identified, CENPA, FOXM1, and MYBL2 were linked to numerous cancer-specific enhancers. High expression of CENPA, FOXM1, and MYBL2 is particularly observed in a subgroup of lung adenocarcinomas and is associated with poor patient survival. Notably, CENPA, FOXM1, and MYBL2 are also key regulators of cancer-specific enhancers in breast adenocarcinoma of the basal subtype, but they are associated with distinct sets of activated enhancers. We identified individual lung adenocarcinoma enhancers linked to CENPA, FOXM1, or MYBL2 that were associated with poor patient survival. Knockdown experiments of FOXM1 and MYBL2 suggest that these factors regulate genes involved in controlling cell cycle progression and cell division. For example, we found that expression of TK1, a potential target gene of a MYBL2-linked enhancer, is associated with poor patient survival. Identification and characterization of key transcriptional regulators and associated enhancers in lung adenocarcinoma provides important insights into the deregulation of lung adenocarcinoma epigenomes, highlighting novel potential targets for clinical intervention.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.