Single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells

This work investigates the dynamics of gene regulatory network formed by Oct4, Sox2 and Nanog in embryonic stem cells (ESCs). Despite a large number of existing studies on stem cells, current technologies used often force a compromise between quantification of gene expression via bulk measurements a...

Full description

Bibliographic Details
Main Author: Lin, Ya
Other Authors: van Oudenaarden, Alexander
Language:en_US
Published: Harvard University 2014
Subjects:
Online Access:http://dissertations.umi.com/gsas.harvard.inactive:11737
http://nrs.harvard.edu/urn-3:HUL.InstRepos:13070085
id ndltd-harvard.edu-oai-dash.harvard.edu-1-13070085
record_format oai_dc
spelling ndltd-harvard.edu-oai-dash.harvard.edu-1-130700852015-08-14T15:43:29ZSingle-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cellsLin, YaBiophysicsThis work investigates the dynamics of gene regulatory network formed by Oct4, Sox2 and Nanog in embryonic stem cells (ESCs). Despite a large number of existing studies on stem cells, current technologies used often force a compromise between quantification of gene expression via bulk measurements and qualitative imaging of cell heterogeneity. There are few options that allow for accurate and quantitative single-cell analysis that is robust yet not associated with a high degree of technical difficulty or obscured by amplification. Here, we adapted a high resolution, single-molecule RNA fluorescent in situ hybridization technique (smFISH) to study gene expression of the core pluripotency circuit upon various types of perturbations such as differentiation, induction or knockdown of one of the three pluripotent factors. We used previously-published smFISH procedures as our initial template for investigating gene regulatory dynamics of the core pluripotency circuit during those perturbation assays. To obtain a more comprehensive picture of the regulatory circuit, we developed a modified smFISH strategy to measure mRNA and protein expression simultaneously in single ESCs. By incorporating a novel modification into the smFISH technique which allows accurate quantification of transcripts that differ by short sequences, we managed to identify a few interesting features of the core pluripotency circuit. Taken together, we demonstrated our ability to perform single-cell, single-molecule assays that reveal highly quantitative information in unprecedented detail.van Oudenaarden, Alexander2014-10-22T13:03:57Z2014-10-222014Thesis or DissertationLin, Ya. 2014. Single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells. Doctoral dissertation, Harvard University.http://dissertations.umi.com/gsas.harvard.inactive:11737http://nrs.harvard.edu/urn-3:HUL.InstRepos:13070085en_USembargoedhttp://nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of-use#LAAHarvard University
collection NDLTD
language en_US
sources NDLTD
topic Biophysics
spellingShingle Biophysics
Lin, Ya
Single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells
description This work investigates the dynamics of gene regulatory network formed by Oct4, Sox2 and Nanog in embryonic stem cells (ESCs). Despite a large number of existing studies on stem cells, current technologies used often force a compromise between quantification of gene expression via bulk measurements and qualitative imaging of cell heterogeneity. There are few options that allow for accurate and quantitative single-cell analysis that is robust yet not associated with a high degree of technical difficulty or obscured by amplification. Here, we adapted a high resolution, single-molecule RNA fluorescent in situ hybridization technique (smFISH) to study gene expression of the core pluripotency circuit upon various types of perturbations such as differentiation, induction or knockdown of one of the three pluripotent factors. We used previously-published smFISH procedures as our initial template for investigating gene regulatory dynamics of the core pluripotency circuit during those perturbation assays. To obtain a more comprehensive picture of the regulatory circuit, we developed a modified smFISH strategy to measure mRNA and protein expression simultaneously in single ESCs. By incorporating a novel modification into the smFISH technique which allows accurate quantification of transcripts that differ by short sequences, we managed to identify a few interesting features of the core pluripotency circuit. Taken together, we demonstrated our ability to perform single-cell, single-molecule assays that reveal highly quantitative information in unprecedented detail.
author2 van Oudenaarden, Alexander
author_facet van Oudenaarden, Alexander
Lin, Ya
author Lin, Ya
author_sort Lin, Ya
title Single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells
title_short Single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells
title_full Single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells
title_fullStr Single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells
title_full_unstemmed Single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells
title_sort single-molecule techniques to probe the dynamic gene regulatory network formed by core pluripotency circuit in embryonic stem cells
publisher Harvard University
publishDate 2014
url http://dissertations.umi.com/gsas.harvard.inactive:11737
http://nrs.harvard.edu/urn-3:HUL.InstRepos:13070085
work_keys_str_mv AT linya singlemoleculetechniquestoprobethedynamicgeneregulatorynetworkformedbycorepluripotencycircuitinembryonicstemcells
_version_ 1716817080545705984