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Thesis

Multi-omics analysis of adipogenesis

Abstract:

Understanding adipocyte development, also known as adipogenesis, is crit- ical for improving metabolic health. Additionally, adipose tissue depot, sex, age, body-mass index, Type 2 diabetes status, and cell size are known to play important roles in adipogenesis. Here, two classes of unsupervised learning methods were used to investigate which of these phenotypes were most strongly associated with differences in omics data between human adipocytes. Data consisted of two omics data types, inclu...

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Institution:
University of Oxford
Division:
MPLS
Department:
Statistics
Sub department:
Statistics
Research group:
Oxford Big Data Institute
Oxford college:
University College
Role:
Author
ORCID:
0000-0003-4880-8124

Contributors

Institution:
University of Oxford
Division:
MSD
Department:
Nuffield Department of Population Health
Sub department:
Population Health
Research group:
Oxford Big Data Institute
Oxford college:
St Anne's College
Role:
Supervisor
Institution:
University of Oxford
Division:
MSD
Department:
Nuffield Department of Population Health
Research group:
Oxford Big Data Institute
Role:
Supervisor
ORCID:
0000-0002-4516-5103
Institution:
University of Oxford
Division:
MSD
Department:
Nuffield Department of Population Health
Sub department:
Clinical Trial Service Unit
Role:
Examiner
Institution:
University of Copenhagen
Role:
Examiner
More from this funder
Programme:
Old Member’s Trust Graduate Conference and Academic Travel Grant
Funding agency for:
Arroyo, V
More from this funder
Programme:
Rhodes Scholarship (California & University, 2019)
Funding agency for:
Arroyo, V
More from this funder
Programme:
Warden’s Discretionary Fund
Funding agency for:
Arroyo, V
More from this funder
Programme:
Doctoral Fellowship
Funding agency for:
Arroyo, V
Type of award:
MSc by Research
Level of award:
Masters
Awarding institution:
University of Oxford

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