Genomics Research Centre (IHBI)

October 2014

Lab Head: Prof Lyn Griffiths
Lab Manager: Dr Larisa Haupt
Head Bioinformatics: A/Prof Rod Lea
Research Staff: Miles Benton, Heidi Sutherland, Saras Menon, Robert Smith, Bisha Roy, Bushra Nasir, Carlos Aya Bonilla, David Eccles

eQTL analysis

We used an integrative genomics approach to explore expression and SNP data.

  • Mapped expression to genomic loci
  • Identified markers associated with CVD-related traits
  • Work published in American Journal of Human Genetics (Dec 2013)

Phenome Scan Study

Completed phenome scan study in NI:

  • multi-phenotype GWAS to identify pleiotropic genes
  • identified new locus associated with kidney function traits
  • supported by replication and gene expression data

    Preparing for submission to Nature

Bilirubin & decreased T2D-risk

GWAS of commonly measured blood-based markers:

  • large association peak on chr 2 with bilirubin
  • tight LD forms risk haplotypes
  • genotypes associated with increased bilirubin levels
  • protective against T2D and MetS

    Manuscript in final draft for PLoS Genetics

Genomic Structure

Extreme gender biased admixture:

  • mt & Y chr analysis
  • strong support for written history
    • Manuscript ready for submission to Nature.

NI core-pedigree genomic struture:

  • unique RoH and Locus-specific admixture
  • appears to be associated with metabolic traits
    • Manuscript ready for submission to Investigative Genetics.

Further Integrative Genomics

The NI data set is rich and multi-layered:

  • we have SNP, expression and methylation data
    • have just finsihed imputing more SNPs against 1000Genomes (now ~8M per sample)
  • working with QUT bio-statisticians to further explore this data with novel methods
  • preliminary work with methylation and expression looks promising
    • BMI/weight associations (Dr. Jules Hernandez-Sanchez)
  • algorithm to infer CNVs from 450k methylation in development

Complete mt genome sequencing

We have undergone development and processing of full mitochondrial genome sequencing in the NI core-pedigree

  • Ion Torrent platform
    • Shani Stuart
  • ~315 mt genomes
  • associations with complex traits and disease
  • population genetics
    • Several manuscripts ready for submission to AJHG & other journals.

Epigenetics

Illumina 450K methylation arrays

  • developed custom workflow
  • have ability to run in-house (Illumina HiScan)

Several projects underway in NI cohort

  • obesity methylation
  • longitudinal and aging

Collaboration with ESR NZ

  • epigenetic response to gastric-bypass
    • under review at Genome Biology

Further Collaborations

ROHGen (team from UK [Oxford])

  • many cohorts from across the globe (>100K individuals)
  • exploring homozygosity across the genome and the potential influences on complex traits

    Manuscript under review at Nature.

Greg Gibson (Georgia Tech, USA)

  • similar population, gene expression axes
  • replication for Phenomescan paper

    NI Phenomescan manuscript in final draft for Nature.

Further Collaborations

GIANT 1000Genomes (Broad Institute)

  • incorporate data for between 500K and 1M individuals, across multiple continental ancestries.
  • anticipate new discoveries from: - increased sample sizes,
    - increased diversity of ancestries, - and imputation to a better reference panel.

Wellcome Trust Centre for Human Genetics

  • epistasis & quantitative trait variation

Whole Genome Sequencing

Have just finished selection for the first round of WGS in the Norfolk Island population.

  • WGS and WGBS for a selected large pedigree
  • two initial projects:
    • epigenetics (inheritance and heritability)
    • Ocular (Glaucoma)
  • using Illumina X10 (Garven Institute)