BioinformaticsBioinformaticsPeer-reviewed journal article
MPRAnator: a web-based tool for the design of Massively Parallel Reporter Assay experiments.
Ilias Georgakopoulos-Soares, Naman Jain, Jesse Gray, Martin HembergiD
Abstract
DNA regulatory elements contain short motifs where transcription factors (TFs) can bind to modulate gene expression. Although the broad principles of TF regulation are well understood, the rules that dictate how combinatorial TF binding translates into transcriptional activity remain largely unknown. With the rapid advances in DNA synthesis and sequencing technologies and the continuing decline in the associated costs, high-throughput experiments can be performed to investigate the regulatory role of thousands of oligonucleotide sequences simultaneously. Nevertheless, designing high-throughput reporter assay experiments such as Massively Parallel Reporter Assays (MPRAs) and similar methods remains challenging. We introduce MPRAnator, a set of tools that facilitate rapid design of MPRA experiments. With MPRA Motif design, a set of variables provides fine control of how motifs are placed into sequences therefore allowing the user to investigate the rules that govern TF occupancy. MPRA SNP design can be used to investigate the functional effects of single or combinations of SNPs at regulatory sequences. Finally, the Transmutation tool allows for the design of negative controls by permitting scrambling, reversing, complementing or introducing multiple random mutations in the input sequences or motifs.
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- TransMPRA: A framework for assaying the role of many trans-acting factors at many enhancers
Diego Calderon, Andria Ellis, … Jay Shendure·bioRxiv·Sep 30, 2020
- Optimized reporters for multiplexed detection of transcription factor activity
Max Trauernicht, Teodora Filipovska, … Bas van Steensel·Cell SystemsPeer-reviewed·Dec 1, 2024
- MPRAnalyze - A statistical framework for Massively Parallel Reporter Assays
Tal Ashuach, David S. Fischer, … Nir Yosef·Genome biologyPeer-reviewed·Sep 2, 2019
- A systematic evaluation of the design, orientation, and sequence context dependencies of massively parallel reporter assays
Jason C. Klein, Vikram Agarwal, … Jay Shendure·Nature MethodsPeer-reviewed·Oct 12, 2020
- Deciphering regulatory architectures from synthetic single-cell expression patterns
Rosalind Wenshan Pan, Tom Röschinger, … Rob Phillips·bioRxiv·Jan 28, 2024
- Massively parallel reporter assay reveals promoter-, position-, and strand-specific effects in transcription start sites
Maya Bose, Adelaide Tovar, … Stephen C.J. Parker·bioRxiv·Oct 13, 2025