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X-ORIGINAL-URL:https://qcb.ucla.edu
X-WR-CALDESC:Events for Institute for Quantitative and Computational Biosciences
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DTSTART;TZID=America/Los_Angeles:20230623T163000
DTEND;TZID=America/Los_Angeles:20230623T170000
DTSTAMP:20260516T230227
CREATED:20230621T151413Z
LAST-MODIFIED:20230627T233954Z
UID:24821-1687537800-1687539600@qcb.ucla.edu
SUMMARY:BIG Summer Research Seminar: Brunilda Balliu\, Assistant Professor in the Departments of Pathology & Laboratory Medicine and Computational Medicine at UCLA
DESCRIPTION:TITLE: “FastGxC: a statistical framework for mapping context-specific regulatory variants using bulk and single-cell RNA-seq data.” \nABSTRACT: Recent studies suggest that context-specific eQTLs underlie genetic risk factors for complex diseases. However\, methods for identifying them are still nascent\, limiting their comprehensive characterization and downstream interpretation of disease-associated variants. In this talk\, I will introduce FastGxC\, a method to efficiently and powerfully map context-specific eQTLs by leveraging the correlation structure of bulk multi-tissue and single-cell RNA-seq studies. We applied FastGxC to simulated and real bulk and single-cell RNA-Seq data sets and show that FastGxC is orders of magnitude more powerful and computationally efficient than existing eQTL mapping approaches\, making previously yearlong computations possible in minutes. In addition\, FastGxC provides a three-fold increase in precision to identify relevant tissues and cell types for GWAS variants than standard eQTL mapping approaches. \n\nhttps://qcb.ucla.edu/wp-content/uploads/sites/14/2023/06/Brunilda-Balliu-62323.mp4
URL:https://qcb.ucla.edu/event/big-summer-research-seminar-brunilda-balliu-assistant-professor-in-the-departments-of-pathology-laboratory-medicine-and-computational-medicine-at-ucla/
LOCATION:ZOOM\, CA\, United States
CATEGORIES:Research Seminars
ATTACH;FMTTYPE=image/jpeg:https://wp-misc.lifesci.ucla.edu/qcb/wp-content/uploads/sites/14/2023/06/Brunilda-Balliu-PhD-11r5x7.jpg
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DTSTART;TZID=America/Los_Angeles:20230630T160000
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DTSTAMP:20260516T230227
CREATED:20230627T234352Z
LAST-MODIFIED:20230627T234352Z
UID:24831-1688140800-1688144400@qcb.ucla.edu
SUMMARY:BIG Summer Research Seminar: Eric Deeds\, Associate Professor\, Integrative Biology & Physiology - Vice Chair\, Life Sciences Core at UCLA
DESCRIPTION:TITLE: “A lack of distinct cellular identities in scRNA-seq data: revisiting Waddington’s landscape.” \nABSTRACT: Single-cell RNA sequencing is revolutionizing our understanding of development\, differentiation and disease. Analysis of this data is often challenging\, however\, and tasks like clustering cells to uncover distinct cellular identities sometimes yields results that fail to align with existing biological knowledge. We analyzed publicly available data where the cell identity for each cell is known a priori\, and found that cells of very different types and lineages do not occupy distinct regions of gene expression space. Rather\, cells from different lineages overlap extensively with one another\, significantly complicating attempts to recover distinct identities within the data. Indeed\, our analysis of available epigenetic data for a wide variety of tissues and organisms revealed these data are not consistent with the predictions of Waddington’s landscape\, suggesting a need to revisit our picture of gene expression changes during differentiation and development. \n 
URL:https://qcb.ucla.edu/event/big-summer-research-seminar-eric-deeds-associate-professor-integrative-biology-physiology-vice-chair-life-sciences-core-at-ucla/
LOCATION:Boyer 159\, 611 Charles E. Young Dr. E.\, Los Angeles\, CA\, 90095\, United States
CATEGORIES:Research Seminars
ATTACH;FMTTYPE=image/jpeg:https://wp-misc.lifesci.ucla.edu/qcb/wp-content/uploads/sites/14/2023/06/eric-deeds.jpeg
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