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High-Throughput and Single-Cell Methods for Measuring Gene Expression and Chromatin Modification Changes Produced by Viral Proteins in Human Cells.
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
High-Throughput and Single-Cell Methods for Measuring Gene Expression and Chromatin Modification Changes Produced by Viral Proteins in Human Cells./
作者:
Ludwig, Connor Hayakawa.
面頁冊數:
1 online resource (172 pages)
附註:
Source: Dissertations Abstracts International, Volume: 84-12, Section: A.
Contained By:
Dissertations Abstracts International84-12A.
標題:
DNA methylation. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=30462676click for full text (PQDT)
ISBN:
9798379648497
High-Throughput and Single-Cell Methods for Measuring Gene Expression and Chromatin Modification Changes Produced by Viral Proteins in Human Cells.
Ludwig, Connor Hayakawa.
High-Throughput and Single-Cell Methods for Measuring Gene Expression and Chromatin Modification Changes Produced by Viral Proteins in Human Cells.
- 1 online resource (172 pages)
Source: Dissertations Abstracts International, Volume: 84-12, Section: A.
Thesis (Ph.D.)--Stanford University, 2023.
Includes bibliographical references
Viruses encode transcriptional regulatory proteins critical for controlling viral and host gene expression and chromatin state. Given their multifunctional nature and high sequence divergence, it is unclear which viral proteins can affect transcription, which specific sequences contribute to this function, and how these sequences alter the underlying chromatin. In this dissertation, I demonstrate how high-throughput synthetic biology and genomics can address these questions via functional and mechanistic investigation at scale. First, using a high-throughput assay, I measure the transcriptional regulatory potential of over 60,000 protein tiles across more than 1,500 proteins from 11 coronaviruses, all nine human herpesviruses, and other viruses that infect humans. These efforts massively expand viral protein annotations through the discovery of hundreds of new transcriptional effector domains, including a conserved repression domain in all coronavirus Spike homologs, effector domains in completely uncharacterized proteins from highly ubiquitous viruses, dual activation-repression domains in viral interferon regulatory factors, and an activation domain in six herpesvirus homologs of the single-stranded DNA-binding protein that we show is important for viral replication and late gene expression in a system with live virus. For the effector domains identified, I employ high-throughput mutagenesis to pinpoint sequence motifs essential for function and chemical inhibition screens to identify domains that are dependent on the activities of major chromatin-modifying enzymes. In addition to discovering viral effector domains and their potential interaction partners, we need to understand how they change the chromatin state of their target genes. As such, I next review myriad methods to map chromatin modifications, with a focus on single-cell approaches that can measure heterogeneity such as the kind we observe across many viral transcriptional effectors. I discuss recent advances that enable single-cell measurements, including optimization to reduce DNA loss, improved DNA sequencing, barcoding, and antibody engineering. Subsequently, I apply two existing methods to measure chromatin modification changes produced by well-characterized human chromatin regulators upon transcriptional silencing and demonstrate the ability of these methods to quantify the spread of classically associated histone and DNA modifications. Finally, I propose novel methods for the simultaneous measurement of multiple chromatin modifications at the single-cell level to investigate how these modifications change in relation to one another. I discuss the promise these methods hold for characterizing viral protein-induced changes to chromatin, which will be critical for studying their biological implications and for developing new compact gene regulation tools.
Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2023
Mode of access: World Wide Web
ISBN: 9798379648497Subjects--Topical Terms:
3560639
DNA methylation.
Index Terms--Genre/Form:
542853
Electronic books.
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Viruses encode transcriptional regulatory proteins critical for controlling viral and host gene expression and chromatin state. Given their multifunctional nature and high sequence divergence, it is unclear which viral proteins can affect transcription, which specific sequences contribute to this function, and how these sequences alter the underlying chromatin. In this dissertation, I demonstrate how high-throughput synthetic biology and genomics can address these questions via functional and mechanistic investigation at scale. First, using a high-throughput assay, I measure the transcriptional regulatory potential of over 60,000 protein tiles across more than 1,500 proteins from 11 coronaviruses, all nine human herpesviruses, and other viruses that infect humans. These efforts massively expand viral protein annotations through the discovery of hundreds of new transcriptional effector domains, including a conserved repression domain in all coronavirus Spike homologs, effector domains in completely uncharacterized proteins from highly ubiquitous viruses, dual activation-repression domains in viral interferon regulatory factors, and an activation domain in six herpesvirus homologs of the single-stranded DNA-binding protein that we show is important for viral replication and late gene expression in a system with live virus. For the effector domains identified, I employ high-throughput mutagenesis to pinpoint sequence motifs essential for function and chemical inhibition screens to identify domains that are dependent on the activities of major chromatin-modifying enzymes. In addition to discovering viral effector domains and their potential interaction partners, we need to understand how they change the chromatin state of their target genes. As such, I next review myriad methods to map chromatin modifications, with a focus on single-cell approaches that can measure heterogeneity such as the kind we observe across many viral transcriptional effectors. I discuss recent advances that enable single-cell measurements, including optimization to reduce DNA loss, improved DNA sequencing, barcoding, and antibody engineering. Subsequently, I apply two existing methods to measure chromatin modification changes produced by well-characterized human chromatin regulators upon transcriptional silencing and demonstrate the ability of these methods to quantify the spread of classically associated histone and DNA modifications. Finally, I propose novel methods for the simultaneous measurement of multiple chromatin modifications at the single-cell level to investigate how these modifications change in relation to one another. I discuss the promise these methods hold for characterizing viral protein-induced changes to chromatin, which will be critical for studying their biological implications and for developing new compact gene regulation tools.
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