Study / S8D421GZA2021-06-03

Synthetic promoter designs enabled by a comprehensive analysis of plant core promoters

Tobias Jores, Jackson Tonnies, Travis Wrightsman, Edward S. Buckler, Josh T. Cuperus et al.

About this study

Targeted engineering of plant gene expression holds great promise for ensuring food security and for producing biopharmaceuticals in plants. However, this engineering requires thorough knowledge of cis-regulatory elements to precisely control either endogenous or introduced genes. To generate this knowledge, we used a massively parallel reporter assay to measure the activity of nearly complete sets of promoters from Arabidopsis, maize and sorghum. We demonstrate that core promoter elements—notably the TATA box—as well as promoter GC content and promoter-proximal transcription factor binding sites influence promoter strength. By performing the experiments in two assay systems, leaves of the dicot tobacco and protoplasts of the monocot maize, we detect species-specific differences in the contributions of GC content and transcription factors to promoter strength. Using these observations, we built computational models to predict promoter strength in both assay systems, allowing us to design highly active promoters comparable in activity to the viral 35S minimal promoter. Our results establish a promising experimental approach to optimize native promoter elements and generate synthetic ones with desirable features.

Full author list & citation

Tobias Jores, Jackson Tonnies, Travis Wrightsman, Edward S. Buckler, Josh T. Cuperus, Stanley Fields, Christine Queitsch. Synthetic promoter designs enabled by a comprehensive analysis of plant core promoters. 2021-06-03. https://doi.org/10.1038/s41477-021-00932-y

Experiments 6

E02XT9BQZ

Core-promoter motif validation PROval STARR-seq in maize protoplasts

The PROval library tested targeted TATA-box, no-TATA, and transcription-factor-binding-site promoter designs derived from Arabidopsis, maize, and sorghum. The library was electroporated into Zea mays B73 leaf protoplasts and assayed in the dark with or without the 35S enhancer across two biological replicates.

Promoter / Core Promoter MPRANCBITaxon:4577
Explore data
E1HZFVVIG

Core-promoter motif validation PROval STARR-seq in tobacco leaves

The PROval library tested targeted TATA-box, no-TATA, and transcription-factor-binding-site promoter designs derived from Arabidopsis, maize, and sorghum. The library was transiently assayed in Nicotiana benthamiana leaves under dark and light conditions with or without the 35S enhancer across two biological replicates.

Promoter / Core Promoter MPRANCBITaxon:4100
Explore data
E2WQXWB98

Synthetic, motif-scan, and evolved promoter PROevo STARR-seq in maize protoplasts

The PROevo library contains synthetic promoters, transcription-factor motif scans and combinations, targeted promoter-element controls, and native promoters evolved in silico for three or ten rounds. These designs from Arabidopsis, maize, and sorghum were electroporated into Zea mays B73 leaf protoplasts and assayed in the dark with or without the 35S enhancer across two biological replicates.

Promoter / Core Promoter MPRANCBITaxon:4577
Explore data
E99TGFJ3G

Synthetic, motif-scan, and evolved promoter PROevo STARR-seq in tobacco leaves

The PROevo library contains synthetic promoters, transcription-factor motif scans and combinations, targeted promoter-element controls, and native promoters evolved in silico for three or ten rounds. These designs from Arabidopsis, maize, and sorghum were transiently assayed in Nicotiana benthamiana leaves with or without the 35S enhancer under dark and light conditions across two biological replicates.

Promoter / Core Promoter MPRANCBITaxon:4100
Explore data
E9PQ4YAZX

Comprehensive native plant core-promoter STARR-seq in tobacco leaves

The Arabidopsis, maize, and sorghum comprehensive native-promoter libraries were transiently delivered to Nicotiana benthamiana leaves. Promoter scores are summarized for no-enhancer and 35S-enhancer libraries in dark or light conditions across two biological replicates.

Promoter / Core Promoter MPRANCBITaxon:4100
Explore data

Raw source data 175 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 175 files (ZIP)_github_tree.jsonfiltered_subassembly_subassembly_At.tsvfiltered_subassembly_subassembly_PROevo.tsvfiltered_subassembly_subassembly_PROval.tsvfiltered_subassembly_subassembly_Sb.tsvfiltered_subassembly_subassembly_Zm.tsvinspect/supplementary_table_1.csvinspect/supplementary_table_10.csvinspect/supplementary_table_11.csvinspect/supplementary_table_2.csvinspect/supplementary_table_3.csvinspect/supplementary_table_4.csvinspect/supplementary_table_5.csvinspect/supplementary_table_6.csvinspect/supplementary_table_7.csvinspect/supplementary_table_8.csvinspect/supplementary_table_9.csvlo_profile/user/autotext/mytexts.baulo_profile/user/basic/dialog.xlclo_profile/user/basic/script.xlclo_profile/user/basic/Standard/dialog.xlblo_profile/user/basic/Standard/Module1.xbalo_profile/user/basic/Standard/script.xlblo_profile/user/config/autotbl.fmtlo_profile/user/database/biblio/biblio.dbflo_profile/user/database/biblio/biblio.dbtlo_profile/user/database/biblio.odblo_profile/user/extensions/buildidlo_profile/user/extensions/bundled/lastsynchronizedlo_profile/user/extensions/bundled/registry/com.sun.star.comp.deployment.configuration.PackageRegistryBackend/backenddb.xmllo_profile/user/extensions/bundled/registry/com.sun.star.comp.deployment.help.PackageRegistryBackend/backenddb.xmllo_profile/user/extensions/shared/lastsynchronizedlo_profile/user/extensions/shared/registry/com.sun.star.comp.deployment.configuration.PackageRegistryBackend/backenddb.xmllo_profile/user/extensions/shared/registry/com.sun.star.comp.deployment.help.PackageRegistryBackend/backenddb.xmllo_profile/user/extensions/tmp/registry/com.sun.star.comp.deployment.configuration.PackageRegistryBackend/backenddb.xmllo_profile/user/extensions/tmp/registry/com.sun.star.comp.deployment.help.PackageRegistryBackend/backenddb.xmllo_profile/user/gallery/sg30.sdvlo_profile/user/gallery/sg30.thmlo_profile/user/GraphicsRenderTests.loglo_profile/user/pack/autotext/mytexts.packlo_profile/user/pack/basic/dialog.packlo_profile/user/pack/basic/script.packlo_profile/user/pack/basic/Standard/dialog.packlo_profile/user/pack/basic/Standard/Module1.packlo_profile/user/pack/basic/Standard/script.packlo_profile/user/pack/config/autotbl.packlo_profile/user/pack/database/biblio/biblio.packlo_profile/user/pack/database/biblio.packlo_profile/user/pack/registrymodifications.packlo_profile/user/registrymodifications.xculo_profile/user/uno_packages/cache/registry/com.sun.star.comp.deployment.configuration.PackageRegistryBackend/backenddb.xmllo_profile/user/uno_packages/cache/registry/com.sun.star.comp.deployment.help.PackageRegistryBackend/backenddb.xmlmotifs/CPEs.mememotifs/motif-scores.tsv.gzmotifs/TF-clusters.mememotifs/TFIIB-alignment.fapackage_processing.pysource_code/analyze+export_data.Rsource_code/export_functions.Rsource_code/filter_subassembly.Rsource_code/read+process_barcode_counts.Rsource_counts/leaf/At_Rep1/barcodes_pPSup_AtPRO_35SEnh_I_dark.count.gzsource_counts/leaf/At_Rep1/barcodes_pPSup_AtPRO_35SEnh_I_inp.count.gzsource_counts/leaf/At_Rep1/barcodes_pPSup_AtPRO_35SEnh_I_light.count.gzsource_counts/leaf/At_Rep1/barcodes_pPSup_AtPRO_noEnh_I_dark.count.gzsource_counts/leaf/At_Rep1/barcodes_pPSup_AtPRO_noEnh_I_inp.count.gzsource_counts/leaf/At_Rep1/barcodes_pPSup_AtPRO_noEnh_I_light.count.gzsource_counts/leaf/At_Rep2/barcodes_pPSup_AtPRO_35SEnh_II_dark.count.gzsource_counts/leaf/At_Rep2/barcodes_pPSup_AtPRO_35SEnh_II_inp.count.gzsource_counts/leaf/At_Rep2/barcodes_pPSup_AtPRO_35SEnh_II_light.count.gzsource_counts/leaf/At_Rep2/barcodes_pPSup_AtPRO_noEnh_II_dark.count.gzsource_counts/leaf/At_Rep2/barcodes_pPSup_AtPRO_noEnh_II_inp.count.gzsource_counts/leaf/At_Rep2/barcodes_pPSup_AtPRO_noEnh_II_light.count.gzsource_counts/leaf/PROevo_Rep1/barcodes_pPSup_PROevo_35SEnh_I_dark.count.gzsource_counts/leaf/PROevo_Rep1/barcodes_pPSup_PROevo_35SEnh_I_inp.count.gzsource_counts/leaf/PROevo_Rep1/barcodes_pPSup_PROevo_35SEnh_I_light.count.gzsource_counts/leaf/PROevo_Rep1/barcodes_pPSup_PROevo_noEnh_I_dark.count.gzsource_counts/leaf/PROevo_Rep1/barcodes_pPSup_PROevo_noEnh_I_inp.count.gzsource_counts/leaf/PROevo_Rep1/barcodes_pPSup_PROevo_noEnh_I_light.count.gzsource_counts/leaf/PROevo_Rep2/barcodes_pPSup_PROevo_35SEnh_II_dark.count.gzsource_counts/leaf/PROevo_Rep2/barcodes_pPSup_PROevo_35SEnh_II_inp.count.gzsource_counts/leaf/PROevo_Rep2/barcodes_pPSup_PROevo_35SEnh_II_light.count.gzsource_counts/leaf/PROevo_Rep2/barcodes_pPSup_PROevo_noEnh_II_dark.count.gzsource_counts/leaf/PROevo_Rep2/barcodes_pPSup_PROevo_noEnh_II_inp.count.gzsource_counts/leaf/PROevo_Rep2/barcodes_pPSup_PROevo_noEnh_II_light.count.gzsource_counts/leaf/PROval_Rep1/barcodes_pPSup_PROval_35SEnh_I_dark.count.gzsource_counts/leaf/PROval_Rep1/barcodes_pPSup_PROval_35SEnh_I_inp.count.gzsource_counts/leaf/PROval_Rep1/barcodes_pPSup_PROval_35SEnh_I_light.count.gzsource_counts/leaf/PROval_Rep1/barcodes_pPSup_PROval_noEnh_I_dark.count.gzsource_counts/leaf/PROval_Rep1/barcodes_pPSup_PROval_noEnh_I_inp.count.gzsource_counts/leaf/PROval_Rep1/barcodes_pPSup_PROval_noEnh_I_light.count.gzsource_counts/leaf/PROval_Rep2/barcodes_pPSup_PROval_35SEnh_II_dark.count.gzsource_counts/leaf/PROval_Rep2/barcodes_pPSup_PROval_35SEnh_II_inp.count.gzsource_counts/leaf/PROval_Rep2/barcodes_pPSup_PROval_35SEnh_II_light.count.gzsource_counts/leaf/PROval_Rep2/barcodes_pPSup_PROval_noEnh_II_dark.count.gzsource_counts/leaf/PROval_Rep2/barcodes_pPSup_PROval_noEnh_II_inp.count.gzsource_counts/leaf/PROval_Rep2/barcodes_pPSup_PROval_noEnh_II_light.count.gzsource_counts/leaf/Sb_Rep1/barcodes_pPSup_SbPRO_35SEnh_I_dark.count.gzsource_counts/leaf/Sb_Rep1/barcodes_pPSup_SbPRO_35SEnh_I_inp.count.gzsource_counts/leaf/Sb_Rep1/barcodes_pPSup_SbPRO_35SEnh_I_light.count.gzsource_counts/leaf/Sb_Rep1/barcodes_pPSup_SbPRO_noEnh_I_dark.count.gzsource_counts/leaf/Sb_Rep1/barcodes_pPSup_SbPRO_noEnh_I_inp.count.gzsource_counts/leaf/Sb_Rep1/barcodes_pPSup_SbPRO_noEnh_I_light.count.gzsource_counts/leaf/Sb_Rep2/barcodes_pPSup_SbPRO_35SEnh_II_dark.count.gzsource_counts/leaf/Sb_Rep2/barcodes_pPSup_SbPRO_35SEnh_II_inp.count.gzsource_counts/leaf/Sb_Rep2/barcodes_pPSup_SbPRO_35SEnh_II_light.count.gzsource_counts/leaf/Sb_Rep2/barcodes_pPSup_SbPRO_noEnh_II_dark.count.gzsource_counts/leaf/Sb_Rep2/barcodes_pPSup_SbPRO_noEnh_II_inp.count.gzsource_counts/leaf/Sb_Rep2/barcodes_pPSup_SbPRO_noEnh_II_light.count.gzsource_counts/leaf/Zm_Rep1/barcodes_pPSup_ZmPRO_35SEnh_I_dark.count.gzsource_counts/leaf/Zm_Rep1/barcodes_pPSup_ZmPRO_35SEnh_I_inp.count.gzsource_counts/leaf/Zm_Rep1/barcodes_pPSup_ZmPRO_35SEnh_I_light.count.gzsource_counts/leaf/Zm_Rep1/barcodes_pPSup_ZmPRO_noEnh_I_dark.count.gzsource_counts/leaf/Zm_Rep1/barcodes_pPSup_ZmPRO_noEnh_I_inp.count.gzsource_counts/leaf/Zm_Rep1/barcodes_pPSup_ZmPRO_noEnh_I_light.count.gzsource_counts/leaf/Zm_Rep2/barcodes_pPSup_ZmPRO_35SEnh_II_dark.count.gzsource_counts/leaf/Zm_Rep2/barcodes_pPSup_ZmPRO_35SEnh_II_inp.count.gzsource_counts/leaf/Zm_Rep2/barcodes_pPSup_ZmPRO_35SEnh_II_light.count.gzsource_counts/leaf/Zm_Rep2/barcodes_pPSup_ZmPRO_noEnh_II_dark.count.gzsource_counts/leaf/Zm_Rep2/barcodes_pPSup_ZmPRO_noEnh_II_inp.count.gzsource_counts/leaf/Zm_Rep2/barcodes_pPSup_ZmPRO_noEnh_II_light.count.gzsource_counts/proto/At_Rep1/barcodes_pPSup_AtPRO_35SEnh_I_dark.count.gzsource_counts/proto/At_Rep1/barcodes_pPSup_AtPRO_35SEnh_I_inp.count.gzsource_counts/proto/At_Rep1/barcodes_pPSup_AtPRO_noEnh_I_dark.count.gzsource_counts/proto/At_Rep1/barcodes_pPSup_AtPRO_noEnh_I_inp.count.gzsource_counts/proto/At_Rep2/barcodes_pPSup_AtPRO_35SEnh_II_dark.count.gzsource_counts/proto/At_Rep2/barcodes_pPSup_AtPRO_noEnh_II_dark.count.gzsource_counts/proto/PROevo_Rep1/barcodes_pPSup_PROevo_35SEnh_I_dark.count.gzsource_counts/proto/PROevo_Rep1/barcodes_pPSup_PROevo_35SEnh_I_inp.count.gzsource_counts/proto/PROevo_Rep1/barcodes_pPSup_PROevo_noEnh_I_dark.count.gzsource_counts/proto/PROevo_Rep1/barcodes_pPSup_PROevo_noEnh_I_inp.count.gzsource_counts/proto/PROevo_Rep2/barcodes_pPSup_PROevo_35SEnh_II_dark.count.gzsource_counts/proto/PROevo_Rep2/barcodes_pPSup_PROevo_noEnh_II_dark.count.gzsource_counts/proto/PROval_Rep1/barcodes_pPSup_PROval_35SEnh_I_dark.count.gzsource_counts/proto/PROval_Rep1/barcodes_pPSup_PROval_35SEnh_I_inp.count.gzsource_counts/proto/PROval_Rep1/barcodes_pPSup_PROval_noEnh_I_dark.count.gzsource_counts/proto/PROval_Rep1/barcodes_pPSup_PROval_noEnh_I_inp.count.gzsource_counts/proto/PROval_Rep2/barcodes_pPSup_PROval_35SEnh_II_dark.count.gzsource_counts/proto/PROval_Rep2/barcodes_pPSup_PROval_noEnh_II_dark.count.gzsource_counts/proto/Sb_Rep1/barcodes_pPSup_SbPRO_35SEnh_I_dark.count.gzsource_counts/proto/Sb_Rep1/barcodes_pPSup_SbPRO_35SEnh_I_inp.count.gzsource_counts/proto/Sb_Rep1/barcodes_pPSup_SbPRO_noEnh_I_dark.count.gzsource_counts/proto/Sb_Rep1/barcodes_pPSup_SbPRO_noEnh_I_inp.count.gzsource_counts/proto/Sb_Rep2/barcodes_pPSup_SbPRO_35SEnh_II_dark.count.gzsource_counts/proto/Sb_Rep2/barcodes_pPSup_SbPRO_35SEnh_II_inp.count.gzsource_counts/proto/Sb_Rep2/barcodes_pPSup_SbPRO_noEnh_II_dark.count.gzsource_counts/proto/Sb_Rep2/barcodes_pPSup_SbPRO_noEnh_II_inp.count.gzsource_counts/proto/Zm_Rep1/barcodes_pPSup_ZmPRO_35SEnh_I_dark.count.gzsource_counts/proto/Zm_Rep1/barcodes_pPSup_ZmPRO_35SEnh_I_inp.count.gzsource_counts/proto/Zm_Rep1/barcodes_pPSup_ZmPRO_noEnh_I_dark.count.gzsource_counts/proto/Zm_Rep1/barcodes_pPSup_ZmPRO_noEnh_I_inp.count.gzsource_counts/proto/Zm_Rep2/barcodes_pPSup_ZmPRO_35SEnh_II_dark.count.gzsource_counts/proto/Zm_Rep2/barcodes_pPSup_ZmPRO_35SEnh_II_inp.count.gzsource_counts/proto/Zm_Rep2/barcodes_pPSup_ZmPRO_noEnh_II_dark.count.gzsource_counts/proto/Zm_Rep2/barcodes_pPSup_ZmPRO_noEnh_II_inp.count.gzsource_subassembly/controls_SbUTR.tsvsource_subassembly/controls_ZmUTR.tsvsource_subassembly/subassembly_pPSup_AtPRO_ZmUTR_variant.tsv.gzsource_subassembly/subassembly_pPSup_plPRO_variant.tsv.gzsource_subassembly/subassembly_pPSup_valPRO_variant.tsv.gzsupplementary_table_1.xlsxsupplementary_table_10.xlsxsupplementary_table_11.xlsxsupplementary_table_2.xlsxsupplementary_table_3.xlsxsupplementary_table_4.xlsxsupplementary_table_5.xlsxsupplementary_table_6.xlsxsupplementary_table_7.xlsxsupplementary_table_8.xlsxsupplementary_table_9.xlsxvalidation_seqs.tsvvalidation_seqs_evo.tsvvalidation_seqs_two.tsvwrite_metadata.py

Cite OpenMPRA

Cite the OpenMPRA database. Include your access date because the collection changes over time.

Please also cite the source studies when using their data.