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Bauer, Daniel

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Bauer

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Daniel

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Bauer, Daniel

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  • Publication

    Genome-wide association study of red blood cell traits in Hispanics/Latinos: The Hispanic Community Health Study/Study of Latinos

    (Public Library of Science, 2017) Hodonsky, Chani J.; Jain, Deepti; Schick, Ursula M.; Morrison, Jean V.; Brown, Lisa; McHugh, Caitlin P.; Schurmann, Claudia; Chen, Diane D.; Liu, Yong Mei; Auer, Paul L.; Laurie, Cecilia A.; Taylor, Kent D.; Browning, Brian L.; Li, Yun; Papanicolaou, George; Rotter, Jerome I.; Kurita, Ryo; Nakamura, Yukio; Browning, Sharon R.; Loos, Ruth J. F.; North, Kari E.; Laurie, Cathy C.; Thornton, Timothy A.; Pankratz, Nathan; Bauer, Daniel; Sofer, Tamar; Reiner, Alex P.

    Prior GWAS have identified loci associated with red blood cell (RBC) traits in populations of European, African, and Asian ancestry. These studies have not included individuals with an Amerindian ancestral background, such as Hispanics/Latinos, nor evaluated the full spectrum of genomic variation beyond single nucleotide variants. Using a custom genotyping array enriched for Amerindian ancestral content and 1000 Genomes imputation, we performed GWAS in 12,502 participants of Hispanic Community Health Study and Study of Latinos (HCHS/SOL) for hematocrit, hemoglobin, RBC count, RBC distribution width (RDW), and RBC indices. Approximately 60% of previously reported RBC trait loci generalized to HCHS/SOL Hispanics/Latinos, including African ancestral alpha- and beta-globin gene variants. In addition to the known 3.8kb alpha-globin copy number variant, we identified an Amerindian ancestral association in an alpha-globin regulatory region on chromosome 16p13.3 for mean corpuscular volume and mean corpuscular hemoglobin. We also discovered and replicated three genome-wide significant variants in previously unreported loci for RDW (SLC12A2 rs17764730, PSMB5 rs941718), and hematocrit (PROX1 rs3754140). Among the proxy variants at the SLC12A2 locus we identified rs3812049, located in a bi-directional promoter between SLC12A2 (which encodes a red cell membrane ion-transport protein) and an upstream anti-sense long-noncoding RNA, LINC01184, as the likely causal variant. We further demonstrate that disruption of the regulatory element harboring rs3812049 affects transcription of SLC12A2 and LINC01184 in human erythroid progenitor cells. Together, these results reinforce the importance of genetic study of diverse ancestral populations, in particular Hispanics/Latinos.

  • Publication

    Common variants in signaling transcription-factor-binding sites drive phenotypic variability in red blood cell traits

    (Springer Science and Business Media LLC, 2020-11-23) Choudhuri, Avik; Trompouki, Eirini; Abraham, Brian J.; Colli, Leandro M.; Kock, Kian Hong; Mallard, William; Yang, Min-Lee; Vinjamur, Divya S.; Ghamari, Alireza; Sporrij, Audrey; Hoi, Karen; Hummel, Barbara; Boatman, Sonja; Chan, Victoria; Tseng, Sierra; Nandakumar, Satish K.; Yang, Song; Lichtig, Asher; Superdock, Michael; Grimes, Seraj N.; Bowman, Teresa V.; Zhou, Yi; Takahashi, Shinichiro; Joehanes, Roby; Cantor, Alan; Bauer, Daniel; Ganesh, Santhi K.; Rinn, John; Albert, Paul S.; Bulyk, Martha; Chanock, Stephen J.; Young, Richard; Zon, Leonard

    Genome-wide association studies (GWAS) reveal genomic variants associated with human traits and diseases. Most trait-associated variants are located within cell type-specific enhancers, but the molecular mechanism by which they cause phenotypic variation is understood in only a few instances. Here, we show that a striking proportion of enhancer-variants associated with red blood cell (RBC) traits map to enhancers that are co-bound by lineage-specific master transcription factors (MTFs) and signaling transcription factors (STFs) that modulate levels of gene expression in response to extracellular signals. We find that the majority of the enhancer variants alter STF and not MTF motifs. Consequently, they perturb DNA-binding by various signaling factors including BMP/TGF-directed SMADs, WNT-induced TCFs, Hedgehog-responsive GLIs, Notch-dependent HES and affect downstream gene expression. Analysis of activity of SNPs in human CD34+ cells and eQTL analysis from the Framingham Heart Study (FHS) verifies that human alleles with disrupted STF binding lead to altered expression of genes that are upregulated during human erythroid differentiation. Our results propose that, of the RBC trait-associated variants that reside on TF binding sequences, the majority fall on DNA sequences recognized by STFs. This suggests that, in many cases, the phenotypic variation of RBC traits could be due to disruptions in STF motifs that lead to altered responsiveness to extracellular stimuli.