Automated tetraploid genotype calling by hierarchical clustering

Key message

New software to make tetraploid genotype calls from SNP array data was developed, which uses hierarchical clustering and multiple F1 populations to calibrate the relationship between signal intensity and allele dosage.

Abstract

SNP arrays are transforming breeding and genetics research for autotetraploids. To fully utilize these arrays, the relationship between signal intensity and allele dosage must be calibrated for each marker. We developed an improved computational method to automate this process, which is provided as the R package ClusterCall. In the training phase of the algorithm, hierarchical clustering within an F1 population is used to group samples with similar intensity values, and allele dosages are assigned to clusters based on expected segregation ratios. In the prediction phase, multiple F1 populations and the prediction set are clustered together, and the genotype for each cluster is the mode of the training set samples. A concordance metric, defined as the proportion of training set samples equal to the mode, can be used to eliminate unreliable markers and compare different algorithms. Across three potato families genotyped with an 8K SNP array, ClusterCall scored 5729 markers with at least 0.95 concordance (94.6% of its total), compared to 5325 with the software fitTetra (82.5% of its total). The three families were used to predict genotypes for 5218 SNPs in the SolCAP diversity panel, compared with 3521 SNPs in a previous study in which genotypes were called manually. One of the additional markers produced a significant association for vine maturity near a well-known causal locus on chromosome 5. In conclusion, when multiple F1 populations are available, ClusterCall is an efficient method for accurate, autotetraploid genotype calling that enables the use of SNP data for research and plant breeding.

     

H2A.Z and H2B.Z double‐variant nucleosomes define intergenic regions and dynamically occupy var gene promoters in the malaria parasite Plasmodium falciparum

Histone variants are important components of eukaryotic chromatin and can alter chromatin structure to confer specialized functions. H2B variant histones are rare in nature but have evolved independently in the phyla Apicomplexa and Trypanasomatida. Here, we investigate the apicomplexan‐specific Plasmodium falciparum histone variant Pf H2B.Z and show that within nucleosomes Pf H2B.Z dimerizes with the H2A variant Pf H2A.Z and that Pf H2B.Z and Pf H2A.Z occupancy correlates in the subset of genes examined. These double‐variant nucleosomes also carry common markers of euchromatin like H3K4me3 and histone acetylation. Pf H2B.Z levels are elevated in intergenic regions across the genome, except in the var multigene family, where Pf H2A.Z/Pf H2B.Z double‐variant nucleosomes are only enriched in the promoter of the single active var copy and this enrichment is developmentally regulated. Importantly, this pattern seems to be specific for var genes and does not apply to other heterochromatic gene families involved in red blood cell invasion which are also subject to clonal expression. Thus, Pf H2A.Z/Pf H2B.Z double‐variant nucleosomes appear to have a highly specific function in the regulation of P. falciparum virulence.     

InsectDirectTM System: Rapid, High-level Protein Expression and Purification from Insect Cells

A fundamental challenge in high-throughput (HT) expression screening is to rapidly identify the appropriate expression system for many targets in parallel. Known or unknown open reading frames (ORFs) are typically amplified by PCR and then cloned into a variety of vectors, producing recombinants used to direct target protein expression in Escherichia coli, insect cells, mammalian cells, or yeast. To facilitate rapid expression and purification in Spodoptera insect cells (Sf9), we developed transient expression vectors that include an enterokinase cleavage site immediately upstream of a ligation-independent cloning site (Ek/LIC). We also developed a high-efficiency insect cell transfection reagent, and automation-compatible fusion protein purification system for insect cells to facilitate expression screening and protein production. Positive clones identified from the small-scale screening were subjected to a larger scale production. Using this InsectDirect^TM approach, we successfully expressed milligram quantities of different human proteins including heat shock proteins, phospholipases, and protein kinases.     

Comparative Heterochromatin Profiling Reveals Conserved and Unique Epigenome Signatures Linked to Adaptation and Development of Malaria Parasites

1. Download high-res image (240KB)
2. Download full-size image

     

Evidence for RAPD heteroduplex formation in cranberry: implications for pedigree and genetic-relatedness studies and a source of co-dominant RAPD markers

Silver-stained random amplified polymorphic DNA (ssRAPD) markers have been identified that are always jointly present or absent in the ssRAPD profiles of cranberry varieties. On the basis of segregation data and the ability to re-create these associated ssRAPDs through the intermixing of amplified DNA from individuals lacking them, five of the six pairs of associated ssRAPDs analyzed were shown to be consistent with heteroduplex molecules. Heteroduplexes are hybrid double-stranded DNAs that are formed following the polymerase chain reaction (PCR) amplification of two DNA segments that have a high degree of homology to one another, yet differ in their nucleotide sequences as a result of base pair deletions, additions, or substitutions. Three of the five putative heteroduplex systems identified are consistent with a one locus, two-allele heteroduplex model. The remaining two systems appeared to be multi-allelic, involving interactions among three and four alleles, respectively. RAPD heteroduplex formation has the potential to confound genetic relatedness and pedigree studies. Heterozygous individuals exhibit heteroduplex RAPDs not seen in either of the two homozygote classes. Genetic estimates under such a circumstance would inflate the differences between the heterozygote and the homozygote classes. Heteroduplex formation is also a mechanism for the presence of non-parental RAPDs in progeny of parents homozygous for alternate alleles. While this class of molecular markers can confound RAPD analyses, they also offer a source of co-dominant RAPD markers, which are of value in genetic relatedness estimates and as markers for studying breeding behavior.Supported by State and U.S. Federal funds, CSRS grant 93-34155-8382, and Ocean Spray Cranberries, Inc.     

Resistance to potato virus Y in somatic hybrids between Solanum etuberosum and S. tuberosum x S. berthaultii hybrid

Somatic hybrids between a potato virus Y (PVY) resistant Solanum etuberosum clone and a susceptible diploid potato clone derived from a cross between S. tuberosum Gp. Tuberosum haploid US-W 730 and S. berthaultii were evaluated for resistance to PVY. All but one of the tested somatic hybrids were significantly more resistant than cultivars Atlantic and Katahdin. However, none was as resistant as the S. etuberosum parent. One hexaploid somatic hybrid, possibly the product of a triple-cell fusion involving one S. etuberosum protoplast and two haploid x S. berthaultii protoplasts, was as susceptible to PVY infection as the cultivars. Tetraploid progeny of the somatic hybrids, obtained from crosses with Gp. Tuberosum cultivars, were neither as resistant as the maternal somatic hybrid parent, nor as susceptible as the paternal cultivar parent. It appears that the introgression of PVY resistance from (1EBN) S. etuberosum into (4EBN) S. tuberosum (EBN-endosperm balance number) will be successful through the use of somatic hybridization and subsequent crosses of the somatic hybrids back to S. tuberosum.