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December 4, 2025Nucleic Acids Research71 citationsOpen Access

JASPAR 2026: expansion of transcription factor binding profiles and integration of deep learning models

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IBIne BonthuisHBHerman De BeukelaerAJAlice Jegou

Key Points

  • Expansion of transcription factor binding profiles allows for more comprehensive genomic exploration.
  • A total of 1259 deep learning models were developed to analyze TF–DNA interactions from ChIP-seq data.
  • The updated JASPAR database supports innovative approaches in studying gene regulation and TF annotations.
  • Integration of deep learning models marks a significant advancement in understanding chromatin dynamics.

Abstract

Abstract JASPAR (https://jaspar.elixir.no/) is an open-access database that has provided high-quality, manually curated, and non-redundant DNA binding profiles for transcription factors (TFs) as position frequency matrices (PFMs) for over 20 years. We expanded the CORE (306 new profiles, 12% increase) and UNVALIDATED (433, 60% increase) collections with new PFMs and updated 13 existing profiles. We updated the TF binding site predictions and genome tracks for eight species. TF binding profile clusters and familial TF binding sites were updated accordingly. We integrate the inMOTIFin software to easily simulate regulatory sequences using JASPAR PFMs. To enrich TFs’ annotations, we provide scientific literature-based human TF target information. Notably, this release features a deep learning (DL) collection, providing a paradigm shift in modeling and characterizing TF–DNA interactions with 1259 BPNet models trained on Homo sapiens ENCODE chromatin immunoprecipitation followed by sequencing (ChIP-seq) datasets from 240 TFs and interpreted to reveal predictive motif patterns for the models. The motifs associated with the same TF were clustered to provide a summary of the binding properties, resulting in 240 primary and 113 alternative motif patterns in the DL collection. The JASPAR 2026 collections lay a foundation for future endeavors in genomic research, serving the scientific community in uncovering the mechanisms of gene regulation.

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Cite This Study

Bonthuis et al. (2025) studied this question.

synapsesocial.com/papers/6930e8bdea1aef094cca3199https://doi.org/10.1093/nar/gkaf1209
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