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

Author

Listed:
  • Martin Kircher

    (University of Washington
    Berlin Institute of Health (BIH)
    Charité – Universitätsmedizin Berlin)

  • Chenling Xiong

    (University of California San Francisco
    University of California San Francisco)

  • Beth Martin

    (University of Washington)

  • Max Schubach

    (Berlin Institute of Health (BIH)
    Charité – Universitätsmedizin Berlin)

  • Fumitaka Inoue

    (University of California San Francisco
    University of California San Francisco)

  • Robert J. A. Bell

    (University of California San Francisco)

  • Joseph F. Costello

    (University of California San Francisco)

  • Jay Shendure

    (University of Washington
    Brotman Baty Institute for Precision Medicine
    Howard Hughes Medical Institute)

  • Nadav Ahituv

    (University of California San Francisco
    University of California San Francisco)

Abstract

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.

Suggested Citation

  • Martin Kircher & Chenling Xiong & Beth Martin & Max Schubach & Fumitaka Inoue & Robert J. A. Bell & Joseph F. Costello & Jay Shendure & Nadav Ahituv, 2019. "Saturation mutagenesis of twenty disease-associated regulatory elements at single base-pair resolution," Nature Communications, Nature, vol. 10(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:10:y:2019:i:1:d:10.1038_s41467-019-11526-w
    DOI: 10.1038/s41467-019-11526-w
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    Cited by:

    1. Arthur S. Lee & Lauren J. Ayers & Michael Kosicki & Wai-Man Chan & Lydia N. Fozo & Brandon M. Pratt & Thomas E. Collins & Boxun Zhao & Matthew F. Rose & Alba Sanchis-Juan & Jack M. Fu & Isaac Wong & X, 2024. "A cell type-aware framework for nominating non-coding variants in Mendelian regulatory disorders," Nature Communications, Nature, vol. 15(1), pages 1-26, December.
    2. Richard Culliford & Samuel E. D. Lawrence & Charlie Mills & Zayd Tippu & Daniel Chubb & Alex J. Cornish & Lisa Browning & Ben Kinnersley & Robert Bentham & Amit Sud & Husayn Pallikonda & Anna Frangou , 2024. "Whole genome sequencing refines stratification and therapy of patients with clear cell renal cell carcinoma," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    3. Samuel S. Kim & Buu Truong & Karthik Jagadeesh & Kushal K. Dey & Amber Z. Shen & Soumya Raychaudhuri & Manolis Kellis & Alkes L. Price, 2024. "Leveraging single-cell ATAC-seq and RNA-seq to identify disease-critical fetal and adult brain cell types," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    4. Kashi Raj Bhattarai & Robert J. Mobley & Kelly R. Barnett & Daniel C. Ferguson & Baranda S. Hansen & Jonathan D. Diedrich & Brennan P. Bergeron & Satoshi Yoshimura & Wenjian Yang & Kristine R. Crews &, 2024. "Investigation of inherited noncoding genetic variation impacting the pharmacogenomics of childhood acute lymphoblastic leukemia treatment," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    5. Anat Kreimer & Tal Ashuach & Fumitaka Inoue & Alex Khodaverdian & Chengyu Deng & Nir Yosef & Nadav Ahituv, 2022. "Massively parallel reporter perturbation assays uncover temporal regulatory architecture during neural differentiation," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    6. Jin Woo Oh & Michael A. Beer, 2024. "Gapped-kmer sequence modeling robustly identifies regulatory vocabularies and distal enhancers conserved between evolutionarily distant mammals," Nature Communications, Nature, vol. 15(1), pages 1-16, December.

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