Massively parallel characterization of regulatory elements in the developing human cortex DOI
Chengyu Deng, Sean Whalen, Marilyn Steyert

et al.

Science, Journal Year: 2024, Volume and Issue: 384(6698)

Published: May 23, 2024

Nucleotide changes in gene regulatory elements are important determinants of neuronal development and diseases. Using massively parallel reporter assays primary human cells from mid-gestation cortex cerebral organoids, we interrogated the cis-regulatory activity 102,767 open chromatin regions, including thousands sequences with cell type-specific accessibility variants associated brain regulation. In cells, identified 46,802 active enhancer 164 that alter activity. Activity was comparable organoids suggesting provide an adequate model for developing cortex. deep learning decoded sequence basis upstream regulators This work establishes a comprehensive catalog functional development.

Language: Английский

Multi-omics data integration methods and their applications in psychiatric disorders DOI
Anita Sathyanarayanan, Tamara T. Mueller, Mohammad Ali Moni

et al.

European Neuropsychopharmacology, Journal Year: 2023, Volume and Issue: 69, P. 26 - 46

Published: Jan. 26, 2023

Language: Английский

Citations

45

The functional and evolutionary impacts of human-specific deletions in conserved elements DOI
James R. Xue, Ava Mackay-Smith, Kousuke Mouri

et al.

Science, Journal Year: 2023, Volume and Issue: 380(6643)

Published: April 27, 2023

Conserved genomic sequences disrupted in humans may underlie uniquely human phenotypic traits. We identified and characterized 10,032 human-specific conserved deletions (hCONDELs). These short (average 2.56 base pairs) are enriched for brain functions across genetic, epigenomic, transcriptomic datasets. Using massively parallel reporter assays six cell types, we discovered 800 hCONDELs conferring significant differences regulatory activity, half of which enhance rather than disrupt function. highlight several with putative effects on development, including

Language: Английский

Citations

41

Single-cell genomics and regulatory networks for 388 human brains DOI
Prashant S. Emani, Jason Liu, Declan Clarke

et al.

Science, Journal Year: 2024, Volume and Issue: 384(6698)

Published: May 23, 2024

Single-cell genomics is a powerful tool for studying heterogeneous tissues such as the brain. Yet little understood about how genetic variants influence cell-level gene expression. Addressing this, we uniformly processed single-nuclei, multiomics datasets into resource comprising >2.8 million nuclei from prefrontal cortex across 388 individuals. For 28 cell types, assessed population-level variation in expression and chromatin families drug targets. We identified >550,000 type-specific regulatory elements >1.4 single-cell quantitative trait loci, which used to build cell-type cell-to-cell communication networks. These networks manifest cellular changes aging neuropsychiatric disorders. further constructed an integrative model accurately imputing simulating perturbations; prioritized ~250 disease-risk genes targets with associated types.

Language: Английский

Citations

39

Multi-trait analysis characterizes the genetics of thyroid function and identifies causal associations with clinical implications DOI Creative Commons
Rosalie Sterenborg, Inga Steinbrenner, Yong Li

et al.

Nature Communications, Journal Year: 2024, Volume and Issue: 15(1)

Published: Jan. 30, 2024

To date only a fraction of the genetic footprint thyroid function has been clarified. We report genome-wide association study meta-analysis in up to 271,040 individuals European ancestry, including reference range thyrotropin (TSH), free thyroxine (FT4), and total triiodothyronine (T3), proxies for metabolism (T3/FT4 ratio) as well dichotomized high low TSH levels. revealed 259 independent significant associations (61% novel), 85 FT4 (67% 62 novel signals T3 related traits. The loci explained 14.1%, 6.0%, 9.5% 1.1% variation TSH, FT4, concentrations, respectively. Genetic correlations indicate that associated reflect determined by T3, whereas represent hormone metabolism. Polygenic risk score Mendelian randomization analyses showed effects genetically on various clinical outcomes, cardiovascular factors diseases, autoimmune cancer. In conclusion, our results improve understanding physiology highlight pleiotropic diseases.

Language: Английский

Citations

29

Massively parallel characterization of regulatory elements in the developing human cortex DOI
Chengyu Deng, Sean Whalen, Marilyn Steyert

et al.

Science, Journal Year: 2024, Volume and Issue: 384(6698)

Published: May 23, 2024

Nucleotide changes in gene regulatory elements are important determinants of neuronal development and diseases. Using massively parallel reporter assays primary human cells from mid-gestation cortex cerebral organoids, we interrogated the cis-regulatory activity 102,767 open chromatin regions, including thousands sequences with cell type-specific accessibility variants associated brain regulation. In cells, identified 46,802 active enhancer 164 that alter activity. Activity was comparable organoids suggesting provide an adequate model for developing cortex. deep learning decoded sequence basis upstream regulators This work establishes a comprehensive catalog functional development.

Language: Английский

Citations

21