Using a modular massively parallel reporter assay to discover context-dependent regulatory activity in type 2
Adelaide Tovar1, Yasuhiro Kyono1, Kirsten Nishino1
1Gilbert S. Omenn Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA.
HGG Advances
|April 9, 2026
Summary
Massively parallel reporter assays (MPRAs) show construct design impacts regulatory activity, especially with cell-specific promoters like INS in pancreatic beta cells. HNF1 motifs are key for this context-specific regulation in diabetes research.
Area of Science:
- Genomics
- Molecular Biology
- Endocrinology
Background:
- Complex traits are linked to noncoding genome regions, making functional annotation difficult.
- Massively parallel reporter assays (MPRAs) are used to test variant regulatory effects but often lack cell-type specificity.
- Understanding context-specific regulatory element function is crucial for interpreting genetic associations.
Purpose of the Study:
- To investigate the context-sensitivity of MPRAs by evaluating regulatory element activity in a pancreatic beta cell model.
- To assess the impact of MPRA construct design, including fragment orientation and promoter choice, on measured regulatory activity.
- To identify sequence features and transcription factor binding motifs associated with cell-specific regulatory activity relevant to metabolic traits.
Main Methods:
- Screened nearly 12,000 DNA fragments from diabetes-associated regions using MPRAs in a pancreatic beta cell line.
- Compared MPRA activity with fragments cloned upstream or downstream of a reporter gene.
- Tested fragments with both a synthetic housekeeping promoter (SCP1) and the human insulin gene promoter (INS).
Main Results:
- MPRA construct design significantly affected measured regulatory activity, with notable positional and promoter-specific biases observed.
- A majority of fragments showed preference for the cell-specific INS promoter over the housekeeping promoter.
- HNF1 binding motifs were enriched in fragments showing INS promoter preference, suggesting a role in beta cell regulation.
- Follow-up experiments confirmed HNF1-dependent regulation in beta cells but not in skeletal muscle cells.
Conclusions:
- MPRA results are sensitive to experimental design choices, including promoter selection and fragment orientation.
- Cell-specific promoters, like INS, are critical for uncovering biologically relevant regulatory activity in MPRA studies.
- HNF1 transcription factors play a significant role in regulating genes in pancreatic beta cells, linking MODY and T2D genetic factors.
- Careful consideration of technical factors is essential for robust MPRA experimental design and interpretation in complex trait research.
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