Showing posts with label genomics. Show all posts
Showing posts with label genomics. Show all posts

Tuesday, 5 November 2024

#ABACBS2024 Poster 102: Improving phased Hifiasm assemblies with 20 kb ONT reads

After a great presentation this morning by Emma de Jong on our High-Quality Genomes for Australian Lutjanidae Species (abstract below), if you’re at ABACBS2024 then please drop by Poster #102 to find out about some of the work we’re doing with ONT data.

Abstracts

Improving phased Hifiasm assemblies with 20 kb ONT reads

Richard J Edwards, Adrianne Doran, Emma de Jong, Lara Parata, Shannon Corrigan

The quality and quantity of genome assembly has improved dramatically over recent years. Many large-scale genome projects combine assembly of HiFi and HiC reads using Hifiasm to produce contiguous phased assemblies, scaffolded to chromosome-level. Nevertheless, HiFi reads are typically under 25 kb and can still struggle to assemble long, low diversity repeat regions. Obtaining ultra-long (100 kb or longer) ONT reads to solve this problem remains a significant challenge due to technical constraints and DNA sample requirements. Here, we explore the utility of using standard ONT long reads (20 kb or more) as “ultra-long” input to improve phased Hifiasm assemblies for 22 species of bony fish (Genome Size, 627 Mb 1.54 Gb). We also explore whether the new --telo-m mode in Hifiasm v0.9.0 improves telomere prediction. Incorporating 20kb+ ONT reads (7.8X 93.5X) significantly increased assembly contiguity. BUSCO Completeness was not significantly altered, although there was some re-partitioning of BUSCO genes between phased haplotypes for some species. Improvement did not strongly correlate with read depth (either HiFi or ONT), suggesting that the underlying read length distributions and/or specific genome features are more important for determining the outcome. Hifiasm --telo-m mode significantly increased telomere recovery, assembling over six times the number of gapless telomere-to-telomere chromosomes when combined with 20kb+ ONT reads. Verification of how these results translate to the ease of curation and/or quality of final HiC-scaffolded chromosome-level assemblies is ongoing, with a goal to determine whether the additional sample preparation and sequencing in the lab is cost-effective.

High-Quality Genomes for Australian Lutjanidae Species

Emma de Jong, Lara Parata, Philipp E Bayer, Shannon Corrigan, Richard J Edwards

Lutjanidae (snappers) are highly valued in commercial and recreational fisheries worldwide and serve as indicator species of the health of marine environments and fishery bioregions in Western Australia. Comprehensive genomic mapping of immune gene families of Lutjanidae species are lacking, but this information is critical for understanding disease vulnerability, the impact of environmental stress, improving aquaculture efforts and to provide insights into the health of wild populations. Despite their importance, only 3 out of 113 Lutjanid species currently have available reference genomes, two of which are highly fragmented (>11,000 and >200,000 contigs), impacting studies on gene families relevant to aquaculture. In this study, we present high-quality chromosome-level reference genomes for 14 Australian Lutjanidae species across seven genera, generated using HiFi and HiC data. We present initial comparative genomic analyses, including immune gene content and chromosomal synteny analyses across species. These analyses provide insights into the genomic architecture and evolutionary relationships within Lutjanidae. Ongoing work aims to comprehensively map and compare the immune gene family repertoire across Lutjanidae genera, as well as Lethrinidae species as an outgroup, to determine genus-specific changes in genes (e.g. loss, selection, duplication) important for pathogen detection, antigen presentation, inflammation, and immune memory. These genome assemblies will serve as a foundational resource to the wider scientific community interested in Lutjanidae

Thursday, 19 September 2024

#PAGAustralia Poster 14: Synteny-Guided Semi-Automated Curation of Chromosome-Level Genome Assemblies

If you are attending PAG Australia 2024, come and have a chat at Poster 14 about easing the burden of chromosome-level assembly curation.

Abstract Text

Reference genomes are fundamental resources that underpin research across most aspects of modern biology. Technological improvements in the length and accuracy of long-read sequencing platforms, combined with Hi-C proximity ligation sequencing, has enabled the routine generation of highly contiguous phased assemblies, scaffolded to chromosome-level. Nevertheless, automated generation of perfect gapless “telomere-to-telomere” assemblies remains out of reach for most eukaryotic organisms. Scaffolding errors and false duplications can still occur, and assembly curation is now the main bottleneck for large-scale assembly projects. Here, I present a streamlined data workflow and scaffolding assessment for high-throughput manual curation of chromosome-level genome assemblies. Synteny between haplotypes, or closely related species, is combined with read mapping to orient, pair and visualise assembled chromosomes. Assembly gaps are classified according to scaffolding confidence, highlighting candidates for simple scaffolding corrections, such as inversions. Synteny visualisation, gap classification, and HiC contact maps are then combined to identify and document scaffolding edits with increased speed, precision and confidence. This accelerates the production of curated chromosome-level assemblies, and enables the identification of regions of the assembly that may require further attention. Individual tools used in the workflow (ChromSyn, Telociraptor, SynBad, PAFScaff, DepthKopy and DepthCharge) are available at https://github.com/slimsuite/.

Thursday, 5 September 2024

Origin and maintenance of large ribosomal RNA gene repeat size in mammals

Our latest paper is out as a Featured Article in the journal Genetics, featuring ONT from both the cane toad and BABS Genome snake genomes. This paper looks at how ribosomal RNA gene repeats (a.k.a. rDNA repeats) have evolved in vertebrates to expand in size in mammals. For something so fundamental to the function of an organism - literally every process of every cell ultimately relies on rRNA - there is surprising diversity. These regions are traditionally hard to assemble with short reads, and still provide challenges for long-read assemblies, so the new era of high-quality long-read assemblies is likely to reveal a lot about their evolution.

  • Macdonald E, Whibley A, Waters PD, Patel H, Edwards RJ & Ganley ARD (2024): Origin and maintenance of large ribosomal RNA gene repeat size in mammals. Genetics 228(1): iyae121 [Genetics] [PubMed]

Abstract

The genes encoding ribosomal RNA are highly conserved across life and in almost all eukaryotes are present in large tandem repeat arrays called the rDNA. rDNA repeat unit size is conserved across most eukaryotes but has expanded dramatically in mammals, principally through the expansion of the intergenic spacer region that separates adjacent rRNA coding regions. Here, we used long-read sequence data from representatives of the major amniote lineages to determine where in amniote evolution rDNA unit size increased. We find that amniote rDNA unit sizes fall into two narrow size classes: “normal” (∼11–20 kb) in all amniotes except monotreme, marsupial, and eutherian mammals, which have “large” (∼35–45 kb) sizes. We confirm that increases in intergenic spacer length explain much of this mammalian size increase. However, in stark contrast to the uniformity of mammalian rDNA unit size, mammalian intergenic spacers differ greatly in sequence. These results suggest a large increase in intergenic spacer size occurred in a mammalian ancestor and has been maintained despite substantial sequence changes over the course of mammalian evolution. This points to a previously unrecognized constraint on the length of the intergenic spacer, a region that was thought to be largely neutral. We finish by speculating on possible causes of this constraint.

Tuesday, 9 July 2024

New pre-print: The Genomics for Australian Plants (GAP) framework initiative – developing genomic resources for understanding the evolution and conservation of the Australian flora

The Bioplatforms Australia Genomics for Australian Plants (GAP) initiative aims to sequence and assemble representative genomes of Australia’s unique flora, which boasts over 24,000 native vascular plant species evolved over millions of years. The program brings together academic groups, herbaria and botanic gardens from across the country to build genomic capacity and create valuable resources for the classification, conservation and utilisation of Australian plants. We were lucky enough to sequence one of the first GAP species, the NSW Waratah. Now, the capstone paper outlining the project and its key findings from multiple species is out as a pre-print at EcoEvoRxiv:

Simpson L, Cantrill DJ, Byrne M, Allnutt TR, King GJ, Lum M, Al Bkhetan Z, Andrew R, Baker WJ, Barrett MD, Batley J, Berry O, Binks RM, Bragg JG, Broadhurst L, Brown G, Bruhl J, Edwards RJ, Ferguson S, Forest F, Gustafsson J, Hammer TA, Holmes GD, Jackson CJ, James EA, Jones A, Kersey PJ, Leitch IJ, Maurin O, McLay TGB, Murphy DJ, Nargar K, Nauheimer L, Sauquet H, Schmidt-Lebuhn AN, Shepherd KA, Syme AE, Waycott M, Wilson TC, Crayn DM (preprint): The Genomics for Australian Plants (GAP) framework initiative – developing genomic resources for understanding the evolution and conservation of the Australian flora. EcoEvoRxiv DOI: https://doi.org/10.32942/X2RP70

The generation and analysis of genome-scale data—genomics—is driving a rapid increase in plant biodiversity knowledge. However, the speed and complexity of technological advance in genomics presents challenges for its widescale use in evolutionary and conservation biology. Here, we introduce and describe a national-scale collaboration conceived to build genomic resources and capability for understanding the Australian flora: the Genomics for Australian Plants (GAP) Framework Initiative. We outline (a) the history of the project including the collaborative framework, partners, and funding; (b) GAP principles such as rigour in design, sample verification and documentation, data management, and data accessibility; and (c) the structure of the consortium and its four activity streams (reference genomes, phylogenomics, conservation genomics, and training), with the rationale and aims for each of them. We show, through discussion of its successes and challenges, the value of this multi-institutional consortium approach and the enablers, such as well-curated collections and national collaborative research infrastructure, all of which have led to a substantial increase in capacity and delivery of biodiversity knowledge outcomes.

The initiative is about more than just reference genomes, with core activity in phylogenomics, conservation genomics and training too. For more information on the project and the resources generated (with more to come), read the paper and/or visit the GAP website.

Tuesday, 2 July 2024

Extant and extinct bilby genomes combined with Indigenous knowledge improve conservation of a unique Australian marsupial

Hogg C*, Edwards RJ*, Farquharson K*, Silver L*, Brandies P, Peel E, Escalona M, Jaya FR, Thavornkanlapachai R, Batley K, Bradford TM, Chang JK, Chen Z, Deshpande N, Dziminski M, Ewart KM, Griffith OW, Marin Gual L, Moon KL, Travouillon KJ, Waters P, Whittington CM, Wilkins MR, Helgen KM, Lo N, Ho SYW, Ruiz Herrera A, Paltridge R, Marshall Graves JA, Renfree M, Shapiro B, Ottewell K, Kiwirrkurra Rangers & Belov K (2024): Extant and extinct bilby genomes combined with Indigenous knowledge improve conservation of a unique Australian marsupial. Nature Ecology & Evolution 8:1311–1326. [*Joint first authors] [Research Square] [Nat Ecol Evol] [PubMed]

Abstract

Ninu (greater bilby, Macrotis lagotis) are desert-dwelling, culturally and ecologically important marsupials. In collaboration with Indigenous rangers and conservation managers, we generated the Ninu chromosome-level genome assembly (3.66 Gbp) and genome sequences for the extinct Yallara (lesser bilby, Macrotis leucura). We developed and tested a scat single-nucleotide polymorphism panel to inform current and future conservation actions, undertake ecological assessments and improve our understanding of Ninu genetic diversity in managed and wild populations. We also assessed the beneficial impact of translocations in the metapopulation (N = 363 Ninu). Resequenced genomes (temperate Ninu, 6; semi-arid Ninu, 6; and Yallara, 4) revealed two major population crashes during global cooling events for both species and differences in Ninu genes involved in anatomical and metabolic pathways. Despite their 45-year captive history, Ninu have fewer long runs of homozygosity than other larger mammals, which may be attributable to their boom-bust life history. Here we investigated the unique Ninu biology using 12 tissue transcriptomes revealing expression of all 115 conserved eutherian chorioallantoic placentation genes in the uterus, an XY1Y2 sex chromosome system and olfactory receptor gene expansions. Together, we demonstrate the holistic value of genomics in improving key conservation actions, understanding unique biological traits and developing tools for Indigenous rangers to monitor remote wild populations.

Thursday, 7 March 2024

Is developmental plasticity triggered by DNA methylation changes in the invasive cane toad (Rhinella marina)?

Second cane toad paper of the week! This time, we're revisiting invasive epigenomics.

Yagound B, Sarma RR, Edwards RJ, Richardson MF, Rodriguez Lopez CM, Crossland MR, Brown GP, DeVore JL, Shine R & Rollins LA (2024): Is developmental plasticity triggered by DNA methylation changes in the invasive cane toad (Rhinella marina)? Ecology and Evolution 14:e11127. [Ecol Evol] [PubMed] [bioRxiv]

Many organisms can adjust their development according to environmental conditions, including the presence of conspecifics. Although this developmental plasticity is common in amphibians, its underlying molecular mechanisms remain largely unknown. Exposure during development to either ‘cannibal cues’ from older conspecifics, or ‘alarm cues’ from injured conspecifics, causes reduced growth and survival in cane toad (Rhinella marina) tadpoles. Epigenetic modifications, such as changes in DNA methylation patterns, are a plausible mechanism underlying these developmental plastic responses. Here we tested this hypothesis, and asked whether cannibal cues and alarm cues trigger the same DNA methylation changes in developing cane toads. We found that exposure to both cannibal cues and alarm cues was associated with local changes in DNA methylation patterns. These DNA methylation changes affected genes putatively involved in developmental processes, but in different genomic regions for different conspecific-derived cues. Genetic background explains most of the epigenetic variation among individuals. Overall, the molecular mechanisms triggered by exposure to cannibal cues seem to differ from those triggered by alarm cues. Studies linking epigenetic modifications to transcriptional activity are needed to clarify the proximate mechanisms that regulate developmental plasticity in cane toads.

Monday, 4 March 2024

Whole-mitogenome analysis unveils previously undescribed genetic diversity in cane toads across their invasion trajectory

Congratulations to Kelton Cheung for getting her first PhD paper out. This one has been a long time brewing and involved quite a lot of data wrangling, but we got there in the end. Invasive cane toads might be a little more complex than we thought.

Cheung K, Amos TG, Shine R, DeVore JL, S Ducatez S, Edwards RJ & Rollins LA (2024): Whole-mitogenome analysis unveils previously undescribed genetic diversity in cane toads across their invasion trajectory. Ecology and Evolution 14:e11115. [Ecol Evol] [PubMed] [bioRxiv]

Invasive species offer insights into rapid adaptation to novel environments. The iconic cane toad (Rhinella marina) is an excellent model for studying rapid adaptation during invasion. Previous research using the mitochondrial NADH dehydrogenase 3 (ND3) gene in Hawai’ian and Australian invasive populations found a single haplotype, indicating an extreme genetic bottleneck following introduction. Nuclear genetic diversity also exhibited reductions across the genome in these two populations. Here, we investigated the mitochondrial genomics of cane toads across this invasion trajectory. We created the first reference mitochondrial genome for this species using long-read sequence data. We combined whole-genome resequencing data of 15 toads with published transcriptomic data of 125 individuals to construct nearly complete mitochondrial genomes from the native (French Guiana) and introduced (Hawai’i and Australia) ranges for population genomic analyses. In agreement with previous investigations of these populations, we identified genetic bottlenecks in both Hawai’ian and Australian introduced populations, alongside evidence of population expansion in the invasive ranges. Although mitochondrial genetic diversity in introduced populations was reduced, our results revealed that it had been underestimated: we identified 45 mitochondrial haplotypes in Hawai’ian and Australian samples, none of which were found in the native range. Additionally, we identified two distinct groups of haplotypes from the native range, separated by a minimum of 110 base pairs (0.6%). These findings enhance our understanding of how invasion has shaped the genetic landscape of this species.

Sunday, 28 January 2024

Toward genome assemblies for all marine vertebrates: current landscape and challenges

The first Ocean Genomes paper is now out! This one is a small commentary piece, but some high-quality genomes are on their way - watch this space. Well, actually, watch this space at Genomes on a Tree!

de Jong E, Parata L, Bayer PE, Corrigan S & Edwards RJ (2024): Toward genome assemblies for all marine vertebrates: current landscape and challenges. Gigascience 13:giad119. [Gigascience] [PubMed]

Marine vertebrate biodiversity is fundamental to ocean ecosystem health but is threatened by climate change, overharvesting, and habitat degradation. High-quality reference genomes are valuable foundational scientific resources that can inform conservation efforts. Consequently, global consortia are striving to produce reference genomes for representatives of all life. Here, we summarize the current landscape of available marine vertebrate reference genomes, including their phylogenetic diversity and geographic hotspots of production. We discuss key logistical and technical challenges that remain to be overcome if we are to realize the vision of a comprehensive reference genome library of all marine vertebrates.

Friday, 15 December 2023

A high-quality pseudo-phased genome for Melaleuca quinquenervia shows allelic diversity of NLR-type resistance genes

Chen SH, Martino AM, Luo Z, Schwessinger B, Jones A, Tolessa T, Bragg JG, Tobias PA, Edwards RJ (2023): A high-quality pseudo-phased genome for Melaleuca quinquenervia shows allelic diversity of NLR-type resistance genes. GigaScience 12:giad102. [Gigascience] [PubMed]

Background. Melaleuca quinquenervia (broad-leaved paperbark) is a coastal wetland tree species that serves as a foundation species in eastern Australia, Indonesia, Papua New Guinea, and New Caledonia. While extensively cultivated for its ornamental value, it has also become invasive in regions like Florida, USA. Long-lived trees face diverse pest and pathogen pressures, and plant stress responses rely on immune receptors encoded by the nucleotide-binding leucine-rich repeat (NLR) gene family. However, the comprehensive annotation of NLR encoding genes has been challenging due to their clustering arrangement on chromosomes and highly repetitive domain structure; expansion of the NLR gene family is driven largely by tandem duplication. Additionally, the allelic diversity of the NLR gene family remains largely unexplored in outcrossing tree species, as many genomes are presented in their haploid, collapsed state.

Results. We assembled a chromosome-level pseudo-phased genome for M. quinquenervia and described the allelic diversity of plant NLRs using the novel FindPlantNLRs pipeline. Analysis reveals variation in the number of NLR genes on each haplotype, distinct clustering patterns, and differences in the types and numbers of novel integrated domains.

Conclusions. The high-quality M. quinquenervia genome assembly establishes a new framework for functional and evolutionary studies of this significant tree species. Our findings suggest that maintaining allelic diversity within the NLR gene family is crucial for enabling responses to environmental stress, particularly in long-lived plants.

Thursday, 21 September 2023

PAG Australia 2023: Exploring Dingo Ecology and Evolution with Chromosome-Level Canid Genomes

Richard J Edwards, Matt F Field and J William O Ballard - PAG Australia 2023

Dogs are uniquely associated with human dispersal and bring novel insight into human migration and the domestication process. Dingoes represent an intriguing case within canine evolution being geographically isolated for thousands of years. The exact origin(s) and people(s) who transported the canines that became dingoes to Australia is debated, but it has been suggested they arrived by boat ~5,000-8,000 BP. Published morphological and genetic evidence has established the presence of at least two dingo lineages. The Alpine dingo is commonly found in south-eastern Australia while the Desert ecotype is found in the north, central and western Australia. The relationship of dingoes to modern dogs, and the ecotypes to each other, has important implications management and protection of this top predator, as well as providing interesting perspectives on human colonisation and canine domestication.

We have generated chromosome-level assemblies of both dingo ecotypes, along with domesticated dogs representing both ancient (Basenji) and derived (German Shepherd) breeds. In each case, long-read sequencing and Hi-C scaffolding have been combined to produce genome assemblies with high contiguity and structural completeness. Comparison of these assemblies with additional dog breeds, using the Greenland wolf as an outgroup, places the dingo as an early offshoot of modern dogs, situated between the grey wolf and the domesticated dogs of today. This is supported by patterns of genetic variation, and chromosome structure. Furthermore, we confirm that dingoes have not experienced the expansion of the AMY2B pancreatic amylase gene that occurred during domestication of modern dogs. This has important implications for dingo ecology and behaviour, and raises the prospect of using AMY2B copy number as a novel and reliable in-field discriminator between dingoes and feral dogs.

Wednesday, 19 July 2023

The OceanOmics Centre is hiring! Research technician positions available

We are recruiting two new positions for the Minderoo OceanOmics Centre at UWA: a Marine Genomics Research Technician and an eDNA Research Technician / Scientific Officer. These are both full-time two-year positions (with likely opportunities for extension), and applications close 11:55 PM AWST on Sunday, 6 August 2023. Please see the link below to find out more. Informal enquiries are also welcome - please contact Rich Edwards.

We are seeking two new members of the technical support team for the OceanOmics Centre, particularly with respect to all aspects of DNA sequencing (sample extraction, library preparation and setting up sequencing runs). You’ll get to play with the latest sequencing technologies, including Illumina NovaSeq/NextSeq, PacBio Sequel/Revio, and ONT PromethION P24. One role will focus on marine vertebrate reference genomes, and associated techniques (e.g. high molecular weight DNA extract, and HiC proximity ligation). The other role has an environmental DNA (eDNA) focus, with more emphasis on Illumina sequencing and liquid handling robots.

About the team

The Minderoo OceanOmics Centre at UWA is a partnership between UWA and Minderoo Foundation to undertake research and development under the direction of Minderoo’s OceanOmics Program. Part of Minderoo’s Flourishing Oceans initiative, this ambitious program aims to revolutionise ocean conservation through application of novel environmental DNA technologies. This includes the development of innovative laboratory and computational approaches to optimise and scale collection, processing and analysis of environmental DNA (eDNA) from marine environments, as well as generate a comprehensive reference library of marine vertebrate genome data. All data produced as part of the OceanOmics program will be subject to rigorous QA/QC and released publicly through open access repositories.

Located in the Bayliss Building on the UWA Crawley Campus, the OceanOmics Centre combines a joint Ocean Genomes Laboratory, an OceanOmics/eDNA Laboratory, and Computational Biology Services. Equipped with the latest high-throughput sequencing technology, liquid handling robotics, flow cytometry, and computational infrastructure, the centre is staffed by a collaborative team of scientists (from both Minderoo and UWA) and UWA technical staff. Core centre operations support the Minderoo OceanOmics Program, under the direction of senior Minderoo employees.

UWA staff, including this postholder, are part of the UWA Oceans Institute, a multidisciplinary research institution with core offices in the nearby Indian Ocean Marine Research Centre building, and liaise closely with Minderoo employees for day-to-day operations.

For more details, and to apply, visit the UWA jobs site: https://external.jobs.uwa.edu.au/cw/en/job/512661 and https://external.jobs.uwa.edu.au/cw/en/job/514981.

We are also recruiting students for three Pawsey student internships.

Thursday, 22 June 2023

The Minderoo OceanOmics Centre at UWA is hiring - lab manager position available

We are recruiting a new lab manager position for the Minderoo OceanOmics Centre at UWA. This is a full-time three-year position, available at Level 6 or 7, depending on experience. Applications close 11:55 PM AWST on Thursday, 13 July 2023. Please see the link below to find out more. Informal enquiries are also welcome - please contact Rich Edwards.

We are seeking a detail-oriented professional who possesses excellent organisational and managerial skills, ideally with a strong scientific background. Your operations experience will ensure smooth functioning of the laboratory, promoting a safe, productive and efficient working environment. As lab manager, you will work closely with the Lead Academic of the OceanOmics Centre to optimise operations to support the goals of Minderoo’s OceanOmics Program.

About the team

The Minderoo OceanOmics Centre at UWA is a partnership between UWA and Minderoo Foundation to undertake research and development under the direction of Minderoo’s OceanOmics Program. Part of Minderoo’s Flourishing Oceans initiative, this ambitious program aims to revolutionise ocean conservation through application of novel environmental DNA technologies. This includes the development of innovative laboratory and computational approaches to optimise and scale collection, processing and analysis of environmental DNA (eDNA) from marine environments, as well as generate a comprehensive reference library of marine vertebrate genome data. All data produced as part of the OceanOmics program will be subject to rigorous QA/QC and released publicly through open access repositories.

Located in the Bayliss Building on the UWA Crawley Campus, the OceanOmics Centre combines a joint Ocean Genomes Laboratory, an OceanOmics/eDNA Laboratory, and Computational Biology Services. Equipped with the latest high-throughput sequencing technology, liquid handling robotics, flow cytometry, and computational infrastructure, the centre is staffed by a collaborative team of scientists (from both Minderoo and UWA) and UWA technical staff. Core centre operations support the Minderoo OceanOmics Program, under the direction of senior Minderoo employees. UWA staff, including this postholder, are part of the UWA Oceans Institute, a multidisciplinary research institution with core offices in the nearby Indian Ocean Marine Research Centre building, and liaise closely with Minderoo employees for day-to-day operations.

For more details, and to apply, visit the UWA jobs site: https://external.jobs.uwa.edu.au/cw/en/job/514000.

Watch this space for some further opportunities coming soon: two laboratory research technicians, and three Pawsey student internships.

Wednesday, 29 March 2023

The Australasian dingo archetype: De novo chromosome-length genome assembly, DNA methylome, and cranial morphology

Ballard JWO, Field MA, Edwards RJ, Wilson LAB, Koungoulos LG, Rosen BD, Chernoff B, Dudchenko O, Omer A, Keilwagen J, Skvortsova K, Bogdanovic O, Chan E, Zammit R, Hayes V & Aiden EL (2023): The Australasian dingo archetype: De novo chromosome-length genome assembly, DNA methylome, and cranial morphology. Gigascience 12:giad018. [Gigascience] [PubMed]

Background

One difficulty in testing the hypothesis that the Australasian dingo is a functional intermediate between wild wolves and domesticated breed dogs is that there is no reference specimen. Here we link a high-quality de novo long-read chromosomal assembly with epigenetic footprints and morphology to describe the Alpine dingo female named Cooinda. It was critical to establish an Alpine dingo reference because this ecotype occurs throughout coastal eastern Australia where the first drawings and descriptions were completed.

Findings

We generated a high-quality chromosome-level reference genome assembly (Canfam_ADS) using a combination of Pacific Bioscience, Oxford Nanopore, 10X Genomics, Bionano, and Hi-C technologies. Compared to the previously published Desert dingo assembly, there are large structural rearrangements on chromosomes 11, 16, 25, and 26. Phylogenetic analyses of chromosomal data from Cooinda the Alpine dingo and 9 previously published de novo canine assemblies show dingoes are monophyletic and basal to domestic dogs. Network analyses show that the mitochondrial DNA genome clusters within the southeastern lineage, as expected for an Alpine dingo. Comparison of regulatory regions identified 2 differentially methylated regions within glucagon receptor GCGR and histone deacetylase HDAC4 genes that are unmethylated in the Alpine dingo genome but hypermethylated in the Desert dingo. Morphologic data, comprising geometric morphometric assessment of cranial morphology, place dingo Cooinda within population-level variation for Alpine dingoes. Magnetic resonance imaging of brain tissue shows she had a larger cranial capacity than a similar-sized domestic dog.

Conclusions

These combined data support the hypothesis that the dingo Cooinda fits the spectrum of genetic and morphologic characteristics typical of the Alpine ecotype. We propose that she be considered the archetype specimen for future research investigating the evolutionary history, morphology, physiology, and ecology of dingoes. The female has been taxidermically prepared and is now at the Australian Museum, Sydney.

Thursday, 5 January 2023

Evolutionary genomics: Insights from the invasive European starlings

Happy New Year, starling lovers! Our latest paper, looking at evolutionary insights gleaned from the starling genome during Kat Stuart's PhD, is now out in Frontiers in Genetics:

Stuart KC, Sherwin WB, Edwards RJ & Rollins LA (2023): Evolutionary genomics: Insights from the invasive European starlings. Frontiers in Genetics 13:1010456. [Front Genet] [PubMed]

Two fundamental questions for evolutionary studies are the speed at which evolution occurs, and the way that this evolution may present itself within an organism’s genome. Evolutionary studies on invasive populations are poised to tackle some of these pressing questions, including understanding the mechanisms behind rapid adaptation, and how it facilitates population persistence within a novel environment. Investigation of these questions are assisted through recent developments in experimental, sequencing, and analytical protocols; in particular, the growing accessibility of next generation sequencing has enabled a broader range of taxa to be characterised. In this perspective, we discuss recent genetic findings within the invasive European starlings in Australia, and outline some critical next steps within this research system. Further, we use discoveries within this study system to guide discussion of pressing future research directions more generally within the fields of population and evolutionary genetics, including the use of historic specimens, phenotypic data, non-SNP genetic variants (e.g., structural variants), and pan-genomes. In particular, we emphasise the need for exploratory genomics studies across a range of invasive taxa so we can begin understanding broad mechanisms that underpin rapid adaptation in these systems. Understanding how genetic diversity arises and is maintained in a population, and how this contributes to adaptability, requires a deep understanding of how evolution functions at the molecular level, and is of fundamental importance for the future studies and preservation of biodiversity across the globe.

Thursday, 8 December 2022

Metaproteomics reveals methyltransferases implicated in dichloromethane and glycine betaine fermentation by ‘Candidatus Formimonas warabiya’ strain DCMF

Holland SI, Vázquez-Campos X, Ertan H, Edwards RJ, Manefield MJ & Lee M (2022): Metaproteomics reveals methyltransferases implicated in dichloromethane and glycine betaine fermentation by ' Candidatus Formimonas warabiya' strain DCMF. Front Microbiol. 13:1035247. doi: 10.3389/fmicb.2022.1035247 [Front Microbiol.] [PubMed]

Dichloromethane (DCM; CH2Cl2) is a widespread pollutant with anthropogenic and natural sources. Anaerobic DCM-dechlorinating bacteria use the Wood–Ljungdahl pathway, yet dechlorination reaction mechanisms remain unclear and the enzyme(s) responsible for carbon-chlorine bond cleavage have not been definitively identified. Of the three bacterial taxa known to carry out anaerobic dechlorination of DCM, ‘Candidatus Formimonas warabiya’ strain DCMF is the only organism that can also ferment non-chlorinated substrates, including quaternary amines (i.e., choline and glycine betaine) and methanol. Strain DCMF is present within enrichment culture DFE, which was derived from an organochlorine-contaminated aquifer. We utilized the metabolic versatility of strain DCMF to carry out comparative metaproteomics of cultures grown with DCM or glycine betaine. This revealed differential abundance of numerous proteins, including a methyltransferase gene cluster (the mec cassette) that was significantly more abundant during DCM degradation, as well as highly conserved amongst anaerobic DCM-degrading bacteria. This lends strong support to its involvement in DCM dechlorination. A putative glycine betaine methyltransferase was also discovered, adding to the limited knowledge about the fate of this widespread osmolyte in anoxic subsurface environments. Furthermore, the metagenome of enrichment culture DFE was assembled, resulting in five high quality and two low quality draft metagenome-assembled genomes. Metaproteogenomic analysis did not reveal any genes or proteins for utilization of DCM or glycine betaine in the cohabiting bacteria, supporting the previously held idea that they persist via necromass utilization.

Wednesday, 23 November 2022

Minderoo OceanOmics Centre at UWA Grand Opening

The Grand Opening of the Minderoo OceanOmics Centre at UWA is only a day away! Join the launch of the Centre online from 4:40 to learn more about the inspiration and the vision behind this project, which aims to harness environmental DNA and genomics for marine conservation: https://lnkd.in/gCP4GAhs

You can find out a bit more about the Minderoo OceanOmics Centre at UWA here: https://lnkd.in/gmXKjXNu

And the broader Minderoo OceanOmics program here: https://lnkd.in/gtKHSk7g

Or get in touch if you want to know more!

Friday, 21 October 2022

The Ocean Genomes Lab is hiring - Bioinformatics and Sequencing technicians wanted!

Adding to the recently advertised Sequencing technician posts (closing 27 October), we are now pleased to advertise two bioinformatics research assistant positions to support our creation of marine vertebrate reference genome library. If you have experience with genome assembly or bioinformatics workflows, and are passionate about saving marine biodiversity, come and join us!

Two positions are available at Level 5 or 6, depending on your experience. Both roles will be providing bioinformatics support for our marine vertebrate reference genome project. You’ll get to play with data from the latest sequencing toys, including Illumina NovaSeq 6000, NextSeq 2000 and iSeq 100, the PacBio Sequel IIe, and ONT (probably PromethION and MinION).

Job roles will include developing and applying genome assembly workflows, data curation and QC, data sharing, and development/benchmarking of comparative genomics and genome assembly curation tools. If you have experience or passion for integrating bioinformatics workflows with Laboratory Information Management Systems and/or Electronic Laboratory Notebooks, we’d also love to hear to from you. SQL database skills would not go amiss too.

We’re a new team with lots to do, so there is plenty of scope to make the position your own and play to your strengths.

The closing date for applications is 11:55 PM AWST on Thursday 10 November 2022.

To learn more about these opportunities, please click here or contact Rich Edwards at rich.edwards@uwa.edu.au.

ABOUT THE TEAM

The Minderoo OceanOmics Centre at UWA combines a joint Ocean Genomes Laboratory, an OceanOmics Laboratory, and Computational Biology Services.

Equipped with the latest high-throughput sequencing technology and in collaboration with global partners, the Ocean Genomes Laboratory will generate a comprehensive library of high quality marine vertebrate reference genome assemblies. All such reference genome data will be subject to rigorous QA/QC and all assemblies will be released publicly with open access.

The Ocean Genomes Laboratory will undertake research and development under the direction of Minderoo’s ambitious OceanOmics Program which has the goal of revolutionising ocean conservation through novel marine sampling and genomics approaches and scaling these to significantly advance our knowledge of marine life. The Ocean Genomes Laboratory and Computational Biology Services will include state of the art infrastructure including sample and eDNA preparation areas, flow cytometry, single cell sequencing equipment and the latest bioinformatics and computational biology tools.

Monday, 8 August 2022

Senior Postdoc wanted for UWA Ocean Genomes Lab! (Closing soon)

The new Ocean Genomes Laboratory (part of the Minderoo OceanOmics Centre at the UWA Oceans Institute) is hiring a Level B postdoc in marine genomics. (Three-year fixed term full time role, or flexible working equivalent.)

This is a rare opportunity to work as part of a collaborative team in a high-profile state of the art genomics research facility dedicated to studying marine vertebrates. You should have a PhD in bioinformatics, computational biology, molecular genetics or genomics, plus an interest in marine vertebrates and postdoctoral experience in high throughput DNA sequencing and whole genome assembly. The lab is new and there is plenty of scope to shape its direction beyond the core mission creating a marine vertebrate reference genome library as part of the Vertebrate Genome Project. You will also have an important role in helping to supervise the lab staff and research team.

Closing date: 11:55pm AWST, Friday 12 August 2022

Please see the UWA job advert for more details.

About the team

The Minderoo OceanOmics Centre at UWA combines a joint Ocean Genomes Laboratory, an OceanOmics Laboratory, and a Computational Biology Program.

Equipped with the latest high-throughput sequencing technology, and in collaboration with global partners, the Ocean Genomes Laboratory will generate a comprehensive library of high-quality marine vertebrate reference genome assemblies. All reference genome data will be subject to rigorous QA/QC and all assemblies will be released publicly through open access.

The OceanOmics Centre will be located in the Bayliss Building on the UWA Crawley Campus, OceanOmics staff sharing the building with research and teaching staff primarily from the UWA School of Molecular Sciences and interacting with staff in the UWA Oceans Institute in the nearby IOMRC building.

About the opportunity

As a Research Fellow you will join a research group committed to applying modern molecular biological methods to marine research.

Using modern genomic approaches, you will undertake research on marine vertebrates, focussed on the production, QC and assembly of high-quality reference genome data. You will participate in the entire workflow from sample collection and processing, generating genomic sequence data in the laboratory using multiple modern genome sequencing technologies, with a focus on data processing, assembly, curation, analysis and dissemination.

In this unique role you will also be supported to develop your leadership skills. Working closely with the Centre’s UWA Principal Research Fellow, junior postdoctoral academics, the Centre’s Laboratory Manager, and diverse researchers from Minderoo Foundation you will contribute to decision making, oversee the work of technicians and PhD students and provide leadership in modern high-quality genome assembly production and publication.

Friday, 22 July 2022

The Edwards Lab is moving to the UWA Oceans Institute!

More details will follow but, in August, I will be starting a new position at the University of Western Australia Oceans Institute to head up the new Ocean Genomes Laboratory as part of the Minderoo OceanOmics Centre. This exciting project will collaborate closely with the Minderoo Foundation, the Vertebrate Genome Project, and scientists across Australia to create marine vertebrate reference genomes.

The goal of the Ocean Genomes Lab is "building and openly publishing the reference libraries for marine vertebrates ... to accurately detect, monitor and determine the health of these species". The lab is still being setup and we're hiring. Currently available is a Level B postdoc positions: http://bit.ly/OceanOmics. If building genomes is your thing, and you want to help fight the biodiversity crisis in our oceans, come and work with me! (Or pass it on if you know someone who does!) Research Assistant positions will follow.

Look out for a bunch of updates over the next few weeks, both as I update some of the outstanding presentations and posters from this year, and as the website rebrands. In the meantime, please get in touch if any of this sounds interesting!

Wednesday, 29 June 2022

The starling genome is out!

See the pre-print post for details.

Stuart KC*, Edwards RJ*, Cheng Y, Warren WC, Burt DW, Sherwin WB, Hofmeister NR, Werner SJ, Ball GF, Bateson M, Brandley MC, Buchanan KL, Cassey P, Clayton DF, De Meyer T, Meddle SL & Rollins LA (2022): Transcript- and annotation-guided genome assembly of the European starling. Molecular Ecology 22(8):3141-3160. doi: 10.1111/1755-0998.13679. [*Joint first authors] [Mol Ecol Res] [PubMed] [bioRxiv]

The European starling, Sturnus vulgaris, is an ecologically significant, globally invasive avian species that is also suffering from a major decline in its native range. Here, we present the genome assembly and long-read transcriptome of an Australian-sourced European starling (S. vulgaris vAU), and a second, North American, short-read genome assembly (S. vulgaris vNA), as complementary reference genomes for population genetic and evolutionary characterization. S. vulgaris vAU combined 10× genomics linked-reads, low-coverage Nanopore sequencing, and PacBio Iso-Seq full-length transcript scaffolding to generate a 1050 Mb assembly on 6222 scaffolds (7.6 Mb scaffold N50, 94.6% busco completeness). Further scaffolding against the high-quality zebra finch (Taeniopygia guttata) genome assigned 98.6% of the assembly to 32 putative nuclear chromosome scaffolds. Species-specific transcript mapping and gene annotation revealed good gene-level assembly and high functional completeness. Using S. vulgaris vAU, we demonstrate how the multifunctional use of PacBio Iso-Seq transcript data and complementary homology-based annotation of sequential assembly steps (assessed using a new tool, saaga) can be used to assess, inform, and validate assembly workflow decisions. We also highlight some counterintuitive behaviour in traditional busco metrics, and present buscomp, a complementary tool for assembly comparison designed to be robust to differences in assembly size and base-calling quality. This work expands our knowledge of avian genomes and the available toolkit for assessing and improving genome quality. The new genomic resources presented will facilitate further global genomic and transcriptomic analysis on this ecologically important species.