INSIGHTS INTO THE GENETIC DIVERSITY OF ASIMINA TRILOBA: A STUDY USING GENOME ASSEMBLY AND POPULATION GENETICS

The objective of this PhD thesis was to understand the factors influencing the evolutionary history and distribution of genetic variation in the species Asimina triloba, commonly known as pawpaw. To achieve this, we have produced a high-quality reference genome by assembling a draft genome using Pac...

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Main Author: FRIEL, JAMES
Other Authors: tutor: Martin Kater, A. Bombarely; supervisor: S. Masiero, D. Haak, I. Hormaza, J. Friel, KATER, MARTIN, MASIERO, SIMONA
Format: Doctoral or Postdoctoral Thesis
Language:English
Published: Università degli Studi di Milano 2023
Subjects:
Online Access:https://hdl.handle.net/2434/969220
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spelling ftunivmilanoair:oai:air.unimi.it:2434/969220 2024-02-11T10:04:54+01:00 INSIGHTS INTO THE GENETIC DIVERSITY OF ASIMINA TRILOBA: A STUDY USING GENOME ASSEMBLY AND POPULATION GENETICS FRIEL, JAMES tutor: Martin Kater A. Bombarely; supervisor: S. Masiero D. Haak I. Hormaza J. Friel KATER, MARTIN MASIERO, SIMONA 2023-05-19 https://hdl.handle.net/2434/969220 eng eng Università degli Studi di Milano https://hdl.handle.net/2434/969220 info:eu-repo/semantics/openAccess Asimina triloba Pawpaw Genome assembly Genotype-by-sequencing Genetic diversity Population genetics Settore BIO/18 - Genetica info:eu-repo/semantics/doctoralThesis 2023 ftunivmilanoair 2024-01-16T23:14:17Z The objective of this PhD thesis was to understand the factors influencing the evolutionary history and distribution of genetic variation in the species Asimina triloba, commonly known as pawpaw. To achieve this, we have produced a high-quality reference genome by assembling a draft genome using PacBio's Sequel II long reads and polishing with Illumina short reads. We first used a genotype-by-sequencing (GBS) to genotype 124 individuals from 28 sites across the state of Virginia to produce a set of single nucleotide polymorphisms (SNPs). We then analysed the population structure and genetic diversity, revealing evidence of isolation by distance and an increase in geneflow over long distance by individuals along rivers. Following on from this, an improved genome assembly was produced by incorporating HiFi, Hi-C, and RNA-seq data, resulting in an annotated, highly contiguous, and accurate genome assembly. The improved draft assembly provided a more comprehensive view of the genome structure and organization of A. triloba, allowing for the construction of pseudochromosomes and genome annotation, including the identification of repeat and transposable elements. An additional population genetics study was then carried out using the same GBS approach to analyse over 300 wild individuals collected from across North America. Our analysis provided insight into the overall diversity of the species and indicated that A. triloba may have experienced a bottleneck. This may have resulted from a reduced population size in its Pliocene refugia prior to the species’ northern migration after the retreat of the Laurentide Ice Sheet. This research has important implications for understanding the mechanisms underlying genetic diversity in the species and conservation efforts. Doctoral or Postdoctoral Thesis Ice Sheet The University of Milan: Archivio Istituzionale della Ricerca (AIR)
institution Open Polar
collection The University of Milan: Archivio Istituzionale della Ricerca (AIR)
op_collection_id ftunivmilanoair
language English
topic Asimina triloba
Pawpaw
Genome assembly
Genotype-by-sequencing
Genetic diversity
Population genetics
Settore BIO/18 - Genetica
spellingShingle Asimina triloba
Pawpaw
Genome assembly
Genotype-by-sequencing
Genetic diversity
Population genetics
Settore BIO/18 - Genetica
FRIEL, JAMES
INSIGHTS INTO THE GENETIC DIVERSITY OF ASIMINA TRILOBA: A STUDY USING GENOME ASSEMBLY AND POPULATION GENETICS
topic_facet Asimina triloba
Pawpaw
Genome assembly
Genotype-by-sequencing
Genetic diversity
Population genetics
Settore BIO/18 - Genetica
description The objective of this PhD thesis was to understand the factors influencing the evolutionary history and distribution of genetic variation in the species Asimina triloba, commonly known as pawpaw. To achieve this, we have produced a high-quality reference genome by assembling a draft genome using PacBio's Sequel II long reads and polishing with Illumina short reads. We first used a genotype-by-sequencing (GBS) to genotype 124 individuals from 28 sites across the state of Virginia to produce a set of single nucleotide polymorphisms (SNPs). We then analysed the population structure and genetic diversity, revealing evidence of isolation by distance and an increase in geneflow over long distance by individuals along rivers. Following on from this, an improved genome assembly was produced by incorporating HiFi, Hi-C, and RNA-seq data, resulting in an annotated, highly contiguous, and accurate genome assembly. The improved draft assembly provided a more comprehensive view of the genome structure and organization of A. triloba, allowing for the construction of pseudochromosomes and genome annotation, including the identification of repeat and transposable elements. An additional population genetics study was then carried out using the same GBS approach to analyse over 300 wild individuals collected from across North America. Our analysis provided insight into the overall diversity of the species and indicated that A. triloba may have experienced a bottleneck. This may have resulted from a reduced population size in its Pliocene refugia prior to the species’ northern migration after the retreat of the Laurentide Ice Sheet. This research has important implications for understanding the mechanisms underlying genetic diversity in the species and conservation efforts.
author2 tutor: Martin Kater
A. Bombarely; supervisor: S. Masiero
D. Haak
I. Hormaza
J. Friel
KATER, MARTIN
MASIERO, SIMONA
format Doctoral or Postdoctoral Thesis
author FRIEL, JAMES
author_facet FRIEL, JAMES
author_sort FRIEL, JAMES
title INSIGHTS INTO THE GENETIC DIVERSITY OF ASIMINA TRILOBA: A STUDY USING GENOME ASSEMBLY AND POPULATION GENETICS
title_short INSIGHTS INTO THE GENETIC DIVERSITY OF ASIMINA TRILOBA: A STUDY USING GENOME ASSEMBLY AND POPULATION GENETICS
title_full INSIGHTS INTO THE GENETIC DIVERSITY OF ASIMINA TRILOBA: A STUDY USING GENOME ASSEMBLY AND POPULATION GENETICS
title_fullStr INSIGHTS INTO THE GENETIC DIVERSITY OF ASIMINA TRILOBA: A STUDY USING GENOME ASSEMBLY AND POPULATION GENETICS
title_full_unstemmed INSIGHTS INTO THE GENETIC DIVERSITY OF ASIMINA TRILOBA: A STUDY USING GENOME ASSEMBLY AND POPULATION GENETICS
title_sort insights into the genetic diversity of asimina triloba: a study using genome assembly and population genetics
publisher Università degli Studi di Milano
publishDate 2023
url https://hdl.handle.net/2434/969220
genre Ice Sheet
genre_facet Ice Sheet
op_relation https://hdl.handle.net/2434/969220
op_rights info:eu-repo/semantics/openAccess
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