Study / S155IDQUG2020-03-05

Quantitative analysis of transcription factor binding and expression using calling cards reporter arrays

Jiayue Liu, Christian A. Shively, Robi D. Mitra

About this study

We report a tool, Calling Cards Reporter Arrays (CCRA), that measures transcription factor (TF) binding and the consequences on gene expression for hundreds of synthetic promoters in yeast. Using Cbf1p and MAX, we demonstrate that the CCRA method is able to detect small changes in binding free energy with a sensitivity comparable to in vitro methods, enabling the measurement of energy landscapes in vivo. We then demonstrate the quantitative analysis of cooperative interactions by measuring Cbf1p binding at synthetic promoters with multiple sites. We find that the cooperativity between Cbf1p dimers varies sinusoidally with a period of 10.65 bp and energetic cost of 1.37 KBT for sites that are positioned ‘out of phase’. Finally, we characterize the binding and expression of a group of TFs, Tye7p, Gcr1p and Gcr2p, that act together as a ‘TF collective’, an important but poorly characterized model of TF cooperativity. We demonstrate that Tye7p often binds promoters without its recognition site because it is recruited by other collective members, whereas these other members require their recognition sites, suggesting a hierarchy where these factors recruit Tye7p but not vice versa. Our experiments establish CCRA as a useful tool for quantitative investigations into TF binding and function.

Full author list & citation

Jiayue Liu, Christian A. Shively, Robi D. Mitra. Quantitative analysis of transcription factor binding and expression using calling cards reporter arrays. 2020-03-05. https://doi.org/10.1093/nar/gkaa141

Experiments 5

E1BK57FU7

Tye7p/Gcr1p/Cbf1p promoter reprogramming CCRA library

A 16-element library compared native OYE3_DAP1 and RPL1_RHO3 Cbf1p-target promoter sequences with versions in which Cbf1p motifs were removed and TDH3-derived Gcr1p/Gcr2p and Rap1p sites were added. Four barcoded replicates per construct were assayed for Tye7p, Gcr1p, and Cbf1p binding.

OtherBudding yeast
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E4QH3L03L

Cbf1p homotypic cooperativity spacing CCRA library

A 68-element synthetic promoter library varied the spacing between two Cbf1p consensus motifs from 9 to 41 bp in 2-bp increments. Each of the 17 spacing designs was represented by four barcoded replicates and assayed for Cbf1p-directed Ty5 insertion occupancy.

OtherBudding yeast
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E74263VBZ

Cbf1p and MAX single-base affinity landscape CCRA library

A 100-element synthetic library contained a consensus motif and all single-base substitutions in a matched sequence context, with four barcoded replicates per motif variant. Cbf1p and MAX binding were measured in yeast, and expectation-maximization-corrected scores were used by the authors for binding-energy comparisons.

OtherBudding yeast
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E7MZ1WG7A

Cbf1p single-site sensitivity CCRA library

A 40-element synthetic promoter library tested Cbf1p binding at five wild-type promoters or nucleosome-disfavoring sequences and their matched motif-mutant controls. Each of ten constructs was represented by four barcoded library replicates, and TF-directed Ty5 transposition was summarized as a normalized binding score (NBS).

OtherBudding yeast
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Raw source data 23 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 23 files (ZIP)ccra_codes/CCRA_map_transposition/CCRA_binding_map.pyccra_codes/CCRA_map_transposition/data_example.xlsmccra_codes/Exp_max/cbf1_affinity_em.csvccra_codes/Exp_max/ExpectMax_CCRA.pyccra_codes/Exp_max/ouput_result.csvccra_codes/README.mdccra_codes-master.zipgeo_processed/GSM4288271_Cbf1p_affinity.csv.gzgeo_processed/GSM4288272_MAX_affinity.csv.gzgeo_processed/GSM4288273_Cbf1p_sensitivity.csv.gzgeo_processed/GSM4288274_Cbf1p_spacing.csv.gzgeo_processed/GSM4288275_Cbf1p_reprogram.csv.gzgeo_processed/GSM4288276_Tye7p_reprogram.csv.gzgeo_processed/GSM4288277_Gcr1p_reprogram.csv.gzgeo_processed/GSM4288278_Tye7p_mutant_BMH1_TDH3.csv.gzgeo_processed/GSM4288279_Gcr1p_mutant_BMH1_TDH3.csv.gzgeo_processed/GSM4288280_Gcr2p_mutant_BMH1_TDH3.csv.gzgkaa141_supplemental_files.zipGSE144437_family.soft.gzGSE144437_RAW.tarpublisher_supplement/CCRA_sequences_data.xlsxpublisher_supplement/Supplemental_Info_CCRA_final_.pdfREADME.txt

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