Study / S6NJ74ZKG2019-08-08

Saturation mutagenesis of twenty disease-associated regulatory elements at single base-pair resolution

Martin Kircher, Chenling Xiong, Beth Martin, Max Schubach, Fumitaka Inoue et al.

About this study

The majority of common variants associated with common diseases, as well as an unknown proportion of causal mutations for rare diseases, fall in noncoding regions of the genome. Although catalogs of noncoding regulatory elements are steadily improving, we have a limited understanding of the functional effects of mutations within them. Here, we perform saturation mutagenesis in conjunction with massively parallel reporter assays on 20 disease-associated gene promoters and enhancers, generating functional measurements for over 30,000 single nucleotide substitutions and deletions. We find that the density of putative transcription factor binding sites varies widely between regulatory elements, as does the extent to which evolutionary conservation or integrative scores predict functional effects. These data provide a powerful resource for interpreting the pathogenicity of clinically observed mutations in these disease-associated regulatory elements, and comprise a rich dataset for the further development of algorithms that aim to predict the regulatory effects of noncoding mutations.

Full author list & citation

Martin Kircher, Chenling Xiong, Beth Martin, Max Schubach, Fumitaka Inoue, Robert J. A. Bell, Joseph F. Costello, Jay Shendure, Nadav Ahituv. Saturation mutagenesis of twenty disease-associated regulatory elements at single base-pair resolution. 2019-08-08. https://doi.org/10.1038/s41467-019-11526-w

Experiments 29

E2LNXU8DG

LDLR promoter saturation-mutagenesis MPRA

A 318-bp familial-hypercholesterolemia-associated LDLR promoter library was tested in HepG2 human hepatoblastoma cells 24 hours after plasmid transfection.

Deep Mutational Scanning MPRA (DMS-MPRA)HumanGRCh37
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E3IFEXYM0

SORT1 enhancer saturation-mutagenesis MPRA

A 600-bp plasma-LDL and myocardial-infarction-associated SORT1 enhancer library was tested in HepG2 human hepatoblastoma cells 24 hours after plasmid transfection.

Deep Mutational Scanning MPRA (DMS-MPRA)HumanGRCh37
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E76IN8FOL

HBG1 promoter saturation-mutagenesis MPRA

A 274-bp hereditary-persistence-of-fetal-hemoglobin-associated HBG1 promoter library was tested in HEL 92.1.7 human erythroblast cells 24 hours after plasmid transfection.

Deep Mutational Scanning MPRA (DMS-MPRA)HumanGRCh37
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E87B5JSNN

GP1BB promoter saturation-mutagenesis MPRA

A 385-bp Bernard–Soulier-syndrome-associated GP1BB promoter library was tested in HEL 92.1.7 human erythroblast cells 24 hours after plasmid transfection.

Deep Mutational Scanning MPRA (DMS-MPRA)HumanGRCh37
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Raw source data 35 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 35 files (ZIP)geo_filelist.txtGSE126550_family.soft.gzosf_effect_tables/GRCh37_BCL11A.tsvosf_effect_tables/GRCh37_F9.tsvosf_effect_tables/GRCh37_FOXE1.tsvosf_effect_tables/GRCh37_GP1BA.tsvosf_effect_tables/GRCh37_HBB.tsvosf_effect_tables/GRCh37_HBG1.tsvosf_effect_tables/GRCh37_HNF4A.tsvosf_effect_tables/GRCh37_IRF4.tsvosf_effect_tables/GRCh37_IRF6.tsvosf_effect_tables/GRCh37_LDLR.2.tsvosf_effect_tables/GRCh37_LDLR.tsvosf_effect_tables/GRCh37_MSMB.tsvosf_effect_tables/GRCh37_MYCrs11986220.tsvosf_effect_tables/GRCh37_MYCrs6983267.tsvosf_effect_tables/GRCh37_PKLR-24h.tsvosf_effect_tables/GRCh37_PKLR-48h.tsvosf_effect_tables/GRCh37_RET.tsvosf_effect_tables/GRCh37_SORT1-flip.tsvosf_effect_tables/GRCh37_SORT1.2.tsvosf_effect_tables/GRCh37_SORT1.tsvosf_effect_tables/GRCh37_TCF7L2.tsvosf_effect_tables/GRCh37_TERT-GAa.tsvosf_effect_tables/GRCh37_TERT-GBM.tsvosf_effect_tables/GRCh37_TERT-GSc.tsvosf_effect_tables/GRCh37_TERT-HEK.tsvosf_effect_tables/GRCh37_UC88.tsvosf_effect_tables/GRCh37_ZFAND3.tsvosf_effect_tables/GRCh37_ZRSh-13.tsvosf_effect_tables/GRCh37_ZRSh-13h2.tsvREADME.mdsource_manifest.tsvsupplementary_information.pdfsupplementary_information.txt

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