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024 7 _ |a 10.34734/FZJ-2025-03463
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082 _ _ |a 570
100 1 _ |a Engelhorn, Julia
|0 0000-0002-6680-3012
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245 _ _ |a Genetic variation at transcription factor binding sites largely explains phenotypic heritability in maize
260 _ _ |a London
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520 _ _ |a Comprehensive maps of functional variation at transcription factor (TF) binding sites (cis-elements) are crucial for elucidating how genotype shapes phenotype. Here, we report the construction of a pan-cistrome of the maize leaf under well-watered and drought conditions. We quantified haplotype-specific TF footprints across a pan-genome of 25 maize hybrids and mapped over 200,000 variants, genetic, epigenetic, or both (termed binding quantitative trait loci (bQTL)), linked to cis-element occupancy. Three lines of evidence support the functional significance of bQTL: (1) coincidence with causative loci that regulate traits, including vgt1, ZmTRE1 and the MITE transposon near ZmNAC111 under drought; (2) bQTL allelic bias is shared between inbred parents and matches chromatin immunoprecipitation sequencing results; and (3) partitioning genetic variation across genomic regions demonstrates that bQTL capture the majority of heritable trait variation across ~72% of 143 phenotypes. Our study provides an auspicious approach to make functional cis-variation accessible at scale for genetic studies and targeted engineering of complex traits.
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700 1 _ |a Snodgrass, Samantha J.
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700 1 _ |a Kok, Amelie
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700 1 _ |a Seetharam, Arun S.
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700 1 _ |a Schneider, Michael
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700 1 _ |a Kiwit, Tatjana
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700 1 _ |a Singh, Ayush
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700 1 _ |a Banf, Michael
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700 1 _ |a Doan, Duong Thi Hai
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700 1 _ |a Khaipho-Burch, Merritt
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700 1 _ |a Runcie, Daniel E.
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700 1 _ |a Sánchez-Camargo, Victor A.
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700 1 _ |a Bader, Rechien
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700 1 _ |a Vladimir Torres-Rodriguez, J.
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700 1 _ |a Sun, Guangchao
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700 1 _ |a Stam, Maike
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700 1 _ |a Fiorani, Fabio
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700 1 _ |a Beier, Sebastian
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700 1 _ |a Schnable, James C.
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700 1 _ |a Bass, Hank W.
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700 1 _ |a Hufford, Matthew B.
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700 1 _ |a Stich, Benjamin
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700 1 _ |a Frommer, Wolf B.
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700 1 _ |a Ross-Ibarra, Jeffrey
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700 1 _ |a Hartwig, Thomas
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773 _ _ |a 10.1038/s41588-025-02246-7
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