Biology subjects

Filipovska, T.

Publications and source records attributed to Filipovska, T..

3 recordsLinked to original sources

bioRxiv2026

Systematic comparison of estimates of transcription factor activity by ATAC-seq and multiplexed reporter assays

Transcription factors (TFs) are central to gene regulation and play critical roles in development, cellular homeostasis and disease. The ability to accurately measure TF activity is essential to understanding how TFs respond to signals and regulate target genes. In one commonly used approach, activities of TFs are computationally inferred from genome-wide chromatin accessibility data (ATAC-seq). However, it has remained unclear how well these inferences reflect actual regulatory activity of TFs. An alternative approach employs a collection of synthetic reporters that are designed to each probe the regulatory activity of a single TF. In this study, we systematically compared TF activities as inferred by ATAC-seq with those measured by multiplexed reporters, across diverse perturbations known to alter specific TF activities. We observed considerable overlap between the two methods, but also notable discrepancies. Our findings suggest that reporter assays and chromatin-based inference capture distinct aspects of TF function: reporter assays are more sensitive to signal-responsive TFs, while ATAC-seq better detects chromatin-modifying TFs.

genomics↗

bioRxiv2024

Optimized reporters for multiplexed detection of transcription factor activity

In any given cell type, dozens of transcription factors (TFs) act in concert to control the activity of the genome by binding to specific DNA sequences in regulatory elements. Despite their considerable importance in determining cell identity and their pivotal role in numerous disorders, we currently lack simple tools to directly measure the activity of many TFs in parallel. Massively parallel reporter assays (MPRAs) allow the detection of TF activities in a multiplexed fashion; however, we lack basic understanding to rationally design sensitive reporters for many TFs. Here, we use an MPRA to systematically optimize transcriptional reporters for 86 TFs and evaluate the specificity of all reporters across a wide array of TF perturbation conditions. We thus identified critical TF reporter design features and obtained highly sensitive and specific reporters for 60 TFs, many of which outperform available reporters. The resulting collection of "prime" TF reporters can be used to uncover TF regulatory networks and to illuminate signaling pathways. HIGHLIGHTSO_LISystematic design and optimization of transcriptional reporters for 86 TFs C_LIO_LICharacterization of TF-specific reporter design optimization rules C_LIO_LIEvaluation of reporter TF-specificity across a wide array of TF perturbations C_LIO_LIIdentification of a collection of 60 "prime" TF reporters with optimized performance C_LI

genomics↗

bioRxiv2021

Building regulatory landscapes: enhancer recruits cohesin to create contact domains, engage CTCF sites and activate distant genes

Developmental gene expression is often controlled by distal tissue-specific enhancers. Enhancer action is restricted to topological chromatin domains, typically formed by cohesin-mediated loop extrusion between CTCF-associated boundaries. To better understand how individual regulatory DNA elements form topological domains and control expression, we used a bottom-up approach, building active regulatory landscapes of different sizes in inactive chromatin. We demonstrate that transcriptional output and protection against gene silencing reduces with increased enhancer distance, but that enhancer contact frequencies alone do not dictate transcription activity. The enhancer recruits cohesin to stimulate the formation of local chromatin contact domains and activate flanking CTCF sites for engagement in chromatin looping. Small contact domains can support strong and stable expression of distant genes. The enhancer requires transcription factors and mediator to activate genes over all distance ranges, but relies on cohesin exclusively for the activation of distant genes. Our work supports a model that assigns two functions to enhancers: its classic role to stimulate transcription initiation and elongation from target gene promoters and a role to recruit cohesin for the creation of contact domains, the engagement of flanking CTCF sites in chromatin looping, and the activation of distal target genes.

molecular biology↗