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Quantification of the effects of single nucleotide variants in NKX2.1 transcription factor binding sites

ABSTRACT: Transcription factors recognise and bind specific DNA sequence patterns in promoters and enhancers thereby regulating gene expression. Variations in the DNA sequence of transcription factor binding sites (TFBSs) can alter gene regulation and may disrupt development. The transcription factor NKX2.1 is a crucial regulator of thyroid, lung, and neural development. Mutations in its coding gene NKX2-1 may cause choreoathetosis and congenital hypothyroidism with or without pulmonary dysfunction (CAHTP, OMIM #610978). Most genetically solved patients carry mutations in the coding regions of NKX2-1 that affect DNA binding, while the majority of patients with CAHTP-like symptoms do not carry mutations in the NKX2-1 coding sequence. We hypothesise that variations in NKX2.1 DNA-binding at promoter and enhancer sites could cause disease as well. We employ EMSA-seq to quantify the effects of genetic variation on NKX2.1 binding strength. We used this data to train neural network models to forecast the influence of DNA variation on NKX2.1 binding and validated our models using microscale thermophoresis, X-ray crystallography, and publicly available ChIP-seq data. The neural networks were able to detect TFBSs in ChIP-seq data and can thus be used to evaluate whole genome sequencing data of CAHTP-patients in order to prioritise potential disease-causing variants in regulatory elements.

ORGANISM(S): synthetic construct

PROVIDER: GSE319141 | GEO | 2026/02/11

REPOSITORIES: GEO

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Project description:Nkx2.1 is a critical regulator of mammalian lung development. It is expressed in epithelial cells at the initiation of lung organogenesis, becoming progressively restricted during development to bronchiolar and alveolar type II epithelial cells. In humans, it is a common marker of carcinomas of lung and thyroid origin and is highly amplified in 10-15% of lung adenocarcinomas. Despite its key role in development and disease only a few genes directly regulated by Nkx2.1 are known. To identify direct Nkx2.1target genes and pathways controlled by this transcription factor in vivo we analyzed, by chromatin immuno-precipitation (chip)-on-chip method, Nkx2.1 binding to DNA cis-elements in developing mouse lung. We analyzed embryonic day E11.5 lungs, when Nkx2.1 expressing cells are undergoing predominantly proliferation, and day E19.5, when Nkx2.1 expressing cells are undergoing predominantly differentiation. Many highly bound targets are known and well described, such as surfactant proteins and secretoglobins. Unique or common target genes involved in a variety of developmental and tumorigenic pathways were identified at each developmental time point. Positive regulation of cell proliferation was the highest overrepresented biological process at E11.5 while ion transport was the highest overrepresented biological process at E19.5. New identified targets include proliferation related genes such as E2F3, Met, Ccnb1, and Ccnb2. Nkx2.1 downregulation in mouse epithelial and human carcinoma cell lines reduced cell proliferation by arresting cells in the G2/M phase. Reduced expression of Nkx2.1 target genes in both cell lines supports a direct role of Nkx2.1 in regulation of cell proliferation genes. The identification of these transcriptional regulatory pathways in vivo aid us to understand Nkx2.1 function in lung development and link it to disease, since many of the identified targets are aberrantly up regulated in cancer cells. Developing mouse lung, 2 developmental time points E11.5 and E19.5, genomic DNA fragments immunoprecipitated with a-Nkx2.1 (07-601, Upstate-Millipore) vs input, E11.5, 2 biological replicates and E19.5, 3 biological replicates

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Quantification of the effects of single nucleotide variants in NKX2.1 transcription factor binding sites

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