Microbiome Analysis: Technical Considerations and Practical Applications
| dc.contributor.advisor | Vaisman, Iosif | |
| dc.contributor.author | Chill, Samantha Sevilla | |
| dc.creator | Chill, Samantha Sevilla | |
| dc.date.accessioned | 2022-08-03T20:18:28Z | |
| dc.date.available | 2022-08-03T20:18:28Z | |
| dc.date.issued | 2021 | |
| dc.description.abstract | Continued advances in high-throughput sequencing have created new opportunities to discern microbiome composition from a variety of samples and to develop applications in ecological recycling efforts and health and disease exploration. In this work, the Tenebrio molitor Linnaeus microbiome elucidated how these mealworms adapt to consuming biodegradable-resistant materials, including polystyrene (PS), on a varied diet. With 14 million US tons generated yearly, PS is a considerable environmental contaminant. Determining the mechanism behind the digestion of PS into biodegradable components would have significant ecological implications. Additionally, this work seeks to add to the understanding of the gut-brain axis through microbiome profile examination, recently implicated in mental health disorders. The dysbiosis observed between healthy patients and those afflicted with mental health disorders highlights the potential of differential microbial composition and functional predictive modeling. However, for either of these applications to be most meaningful, the implicit technical bias in microbiome research must be understood. Previous studies have attempted to assess these variations with simplistic and unreliable models, failing to reflect a complexity seen in either human or environmental samples. Along with the practical ecological and health-related findings, this study highlights that the careful designing of microbiome-related comparisons, and matching data processing pipelines, are necessary to ensure the reproducibility and reliability of results. | |
| dc.format.extent | 231 pages | |
| dc.identifier.uri | https://hdl.handle.net/1920/12928 | |
| dc.language.iso | en | |
| dc.rights | Copyright 2021 Samantha Sevilla Chill | |
| dc.subject | Bioinformatics | |
| dc.subject | Bioinformatics | |
| dc.subject | Mealworms | |
| dc.subject | Mental health | |
| dc.subject | Metagenomics | |
| dc.subject | Microbiome | |
| dc.title | Microbiome Analysis: Technical Considerations and Practical Applications | |
| dc.type | Dissertation | |
| thesis.degree.discipline | Bioinformatics and Computational Biology | |
| thesis.degree.grantor | George Mason University | |
| thesis.degree.level | Ph.D. | |
| thesis.degree.name | Ph.D. in Bioinformatics and Computational Biology |
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