Decoding the genome beyond sequencing: the new phase of genomic research

While our understanding of gene-based biology has greatly improved, it is clear that the function of the genome and most diseases cannot be fully explained by genes and other regulatory elements. Genes and the genome represent distinct levels of genetic organization with their own coding systems; Genes code parts like protein and RNA, but the genome codes the structure of genetic networks, which are defined by the whole set of genes, chromosomes and their topological interactions within a cell. Accordingly, the genetic code of DNA offers limited understanding of genome functions. In this perspective, we introduce the genome theory which calls for the departure of gene-centric genomic research. To make this transition for the next phase of genomic research, it is essential to acknowledge the importance of new genome-based biological concepts and to establish new technology platforms to decode the genome beyond sequencing.     

Multiple CC chemokines in channel catfish and blue catfish as revealed by analysis of expressed sequence tags

Chemokines represent a superfamily of chemotactic cytokines involved in recruitment, activation and adhesion of a variety of leukocyte types to inflammatory foci, as well as in the organization and maintenance of lymphoid organ architecture and in normal developmental processes. Nearly all chemokines have been identified in human and mouse, but only a handful of fish chemokines have been identified. Here we describe 14 distinct chemokines from channel catfish and blue catfish identified by analysis of 30,000 expressed sequence tags. Based on sequence analysis, sequence similarity, and the arrangement of the conserved cysteine residues, all 14 chemokines were identified as members of the CC subfamily. Phylogenetic analysis did not reveal clear evidence of orthology of the catfish and human or mouse chemokines. Similarity analysis indicated that nine of the 14 CC chemokines were identified for the first time in fish. The availability of this pool of catfish CC chemokines should facilitate rapid identification and phylogenetic analysis of CC chemokines from other fish and related species.     

Development of sequence-specific PCR markers linked to the Tardus gene that reduces pod shattering in narrow-leafed lupin (Lupinus angustifolius L.)

Seed pods of wild-type narrow-leafed lupins (Lupinus angustifolius L.) shatter upon maturity, dispersing their seeds. Recessive alleles of the genes Tardus and Lentus that confer reduced pod shattering have been incorporated into domesticated cultivars to facilitate harvesting. Tardus was mapped in an F₈ recombinant inbred population of a cross between domesticated and wild lupins. A microsatellite–anchored fragment length polymorphism marker (TaM1), which mapped 2.1 cM from Tardus, was converted to a locus-specific PCR assay. Marker TaM2, a restriction fragment length polymorphism marker was converted to a PCR assay and mapped to 3.9 cM on the other side of Tardus. Marker TaM3, a cleaved amplified polymorphic sequence marker, was positioned along-side marker TaM1 at 3.9 cM from Tardus. One or more markers was polymorphic in 70% of possible pairwise crosses between Australian domesticated lines and wild accessions tested, indicating wide applicability of the markers in crosses between wild and domesticated germplasm.     

Generation and Analysis of ESTs from the Grass Carp,Ctenopharyngodon idellus

Grass carp, Ctenopharyngodon idellus (Valenciennes, 1844), is an economically important species widely cultured in the world, but its genome research resources are largely lacking. The objectives of this study were to construct normalized cDNA libraries for efficient EST analysis, to generate ESTs from these libraries, and to identify EST-related molecular markers such as microsatellites and single nucleotide polymorphisms (SNPs) for genetic analysis of this species. A total of 6,269 ESTs were generated representing 4,815 unique sequences, from which 105 putative microsatellites and 5,228 SNPs were identified. These genome resources provide the material basis for future genetic and functional analyses in this species.     

Old can be new again: HAPPY whole genome sequencing, mapping and assembly

During the last three decades, both genome mapping and sequencing methods have advanced significantly to provide a foundation for scientists to understand genome structures and functions in many species. Generally speaking, genome mapping relies on genome sequencing to provide basic materials, such as DNA probes and markers for their localizations, thus constructing the maps. On the other hand, genome sequencing often requires a high-resolution map as a skeleton for whole genome assembly. However, both genome mapping and sequencing have never come together in one pipeline. After reviewing mapping and next-generation sequencing methods, we would like to share our thoughts with the genome community on how to combine the HAPPY mapping technique with the new-generation sequencing, thus integrating two systems into one pipeline, called HAPPY pipeline. The pipeline starts with preparation of a HAPPY panel, followed by multiple displacement amplification for producing a relatively large quantity of DNA. Instead of conventional marker genotyping, the amplified panel DNA samples are subject to new-generation sequencing with barcode method, which allows us to determine the presence/absence of a sequence contig as a traditional marker in the HAPPY panel. Statistical analysis will then be performed to infer how close or how far away from each other these contigs are within a genome and order the whole genome sequence assembly as well. We believe that such a universal approach will play an important role in genome sequencing, mapping, and assembly of many species; thus advancing genome science and its applications in biomedicine and agriculture.     

Inheritance and usefulness of AFLP markers in channel catfish (Ictalurus punctatus ), blue catfish ( I. furcatus) , and their F1, F2, and backcross hybrids

Eight primer combinations were used to investigate the application of amplified fragment length polymorphism (AFLP) markers in catfish for genetic analysis. Intraspecific polymorphism was low among channel catfish or blue catfish strains. Interspecific AFLP polymorphism was high between the channel catfish and blue catfish. Each primer combination generated from 70 to more than 200 bands, of which 38.6–75.7% were polymorphic between channel catfish and blue catfish. On average, more than 20 polymorphic bands per primer combination were produced as quality markers suitable for genetic analysis. All AFLP markers were transmitted into channel catfish × blue catfish F1 hybrids, except rare markers that were heterozygous in the parents and therefore were segregating in F1 hybrids. The two reciprocal channel catfish × blue catfish F1 hybrids (channel catfish female × blue catfish male; blue catfish female × channel catfish male) produced identical AFLP profiles. The AFLP markers were inherited and segregated in expected Mendelian ratios. At two loci, E8-b9 and E8-b2, markers were found at significantly lower frequencies than expected with F2 and backcross hybrids which had been selected for increased growth rates. The reproducibility of AFLP was excellent. These characteristics of the catfish AFLP markers make them highly useful for genetic analysis of catfish, especially for construction of genetic linkage and quantitative trait loci maps, and for marker-assisted selection. Received: 10 September 1997 / Accepted: 10 December 1997     

Characterization and genetic mapping of simple repeat sequences in the tomato genome

Tomato genomic libraries were screened for the presence of simple sequence repeats (SSRs) with seventeen synthetic oligonucleotide probes, consisting of 2- to 5-basepair motifs repeated in tandem. GAn and GTn sequences were found to occur most frequently in the tomato genome (every 1.2 Mb), followed by ATTn and GCCn (every 1.4 Mb and 1.5 Mb, respectively). In contrast, only ATn and GAn microsatellites (n > 7) were found to be frequent in the GenBank database, suggesting that other motifs may be preferentially located away from genes. Polymorphism of microsatellites was measured by PCR amplification of individual loci or by Southern hybridization, using a set of ten tomato cultivars. Surprisingly, only two of the nine microsatellite clones surveyed (five GTn, three GAn and one ATTn), showed length variation among these accessions. Polymorphism was also very limited betweenLycopersicon esculentum andL. pennelli, two distant species. Southern analysis using the seventeen oligonucleotide probes identified GATAn and GAAAn as useful motifs for the detection of multiple polymorphic fragments among tomato cultivars. To determine the structure of microsatellite loci, a GAn probe was used for hybridization at low stringency on a small insert genomic library, and randomly selected clones were analyzed. GAn based motifs of increasing complexity were found, indicating that simple dinucleotide sequences may have evolved into larger tandem repeats such as minisatellites as a result of basepair substitution, replication slippage, and possibly unequal crossing-over. Finally, we genetically mapped loci corresponding to two amplified microsatellites, as well as nine large hypervariable fragments detected by Southern hybridization with a GATA8 probe. All loci are located around putative tomato centromeres. This may contribute to understanding of the structure of centromeric regions in tomato.     

In silico identification and expression analysis of 12 novel CC chemokines in catfish

Chemokines, a superfamily of chemotactic cytokines involved in recruitment, activation, and adhesion of a variety of leukocyte types to inflammatory foci, are a crucial component of the immune system of Sarcopterygiian vertebrates. Although all mammalian chemokines are believed to have been found, the status of these molecules in Actinopterygii was unknown until recently. The identification of chemokines in fish species has been complicated by low sequence conservation and confusion over expected numbers. Earlier discoveries of single fish chemokines coupled with rapidly expanding genetic resources in these species have recently provided a foundation for large-scale in silico discoveries of these important immune regulators. We report here the identification and expression analysis of 12 new CC chemokine sequences from catfish. When added to our previous report of 14 catfish CC chemokines, the number of CC chemokines in catfish now stands at 26, two more than known from humans. Establishing orthologous relationships among the majority of catfish CC chemokines, a newly available set of chicken CC chemokines, and their mammalian counterparts remain difficult, suggesting high levels of duplication and divergence within individual species.     

Establishing genomic tools and resources for Guizotia abyssinica (L.f.) Cass.-the development of a library of expressed sequence tags, microsatellite loci, and the sequencing of its chloroplast genome

We present an EST library, chloroplast genome sequence, and nuclear microsatellite markers that were developed for the semi-domesticated oilseed crop noug (Guizotia abyssinica) from Ethiopia. The EST library consists of 25 711 Sanger reads, assembled into 17 538 contigs and singletons, of which 4781 were functionally annotated using the Arabidopsis Information Resource (TAIR). The age distribution of duplicated genes in the EST library shows evidence of two paleopolyploidizations—a pattern that noug shares with several other species in the Heliantheae tribe (Compositae family). From the EST library, we selected 43 microsatellites and then designed and tested primers for their amplification. The number of microsatellite alleles varied between 2 and 10 (average 4.67), and the average observed and expected heterozygosities were 0.49 and 0.54, respectively. The chloroplast genome was sequenced de novo using Illumina’s sequencing technology and completed with traditional Sanger sequencing. No large re-arrangements were found between the noug and sunflower chloroplast genomes, but 1.4% of sites have indels and 1.8% show sequence divergence between the two species. We identified 34 tRNAs, 4 rRNA sequences, and 80 coding sequences, including one region (trnH-psbA) with 15% sequence divergence between noug and sunflower that may be particularly useful for phylogeographic studies in noug and its wild relatives.     

Temporal dynamics in the evolution of the sunflower genome as revealed by sequencing and annotation of three large genomic regions

Improved knowledge of genome composition, especially of its repetitive component, generates important informations in both theoretical and applied research. In this study, we provide the first insight into the local organization of the sunflower genome by sequencing and annotating 349,380 bp from 3 BAC clones, each including one single-copy gene. These analyses resulted in the identification of 11 putative gene sequences, 18 full-length LTR retrotransposons, 6 incomplete LTR retrotransposons, 2 non-autonomous LTR-retroelements (LINEs), 2 putative DNA transposons fragments and one putative helitron. Among LTR-retrotransposons, non-autonomous elements (the so-called LARDs), which do not carry any protein-encoding sequence, were discovered for the first time in the sunflower. The insertion time of intact retroelements was measured, based on sister LTRs divergence. All isolated elements were inserted relatively recently, especially those belonging to the Gypsy superfamily. Retrotransposon families related to those identified in the BAC clones are present also in other species of Helianthus, both annual and perennial, and even in other Asteraceae. In one of the three BAC clones, we found five copies of a lipid transfer protein (LTP) encoding gene within less than 100,000 bp, four of which are potentially functional. Two of these are interrupted by LTR retrotransposons, in the intron and in the coding sequence, respectively. The divergence between sister LTRs of the retrotransposons inserted within the genes indicates that LTP gene duplication started earlier than 1.749 MYRS ago. On the whole, the results reported in this study confirm that the sunflower is an excellent system to study transposons dynamics and evolution.     

Construction of an AFLP genetic map with nearly complete genome coverage in Pinus taeda

  De novo construction of complete genetic linkage maps requires large mapping populations, large numbers of genetic markers, and efficient algorithms for ordering markers and evaluating order confidence. We constructed a complete genetic map of an individual loblolly pine (Pinus taeda L.) using amplified fragment length polymorphism (AFLP) markers segregating in haploid megagametophytes and PGRI mapping software. We generated 521 polymorphic fragments from 21 AFLP primer pairs. A total of 508 fragments mapped to 12 linkage groups, which is equal to the Pinus haploid chromosome number. Bootstrap locus order matrices and recombination matrices generated by PGRI were used to select 184 framework markers that could be ordered confidently. Order support was also evaluated using log likelihood criteria in MAPMAKER. Optimal marker orders from PGRI and MAPMAKER were identical, but the implied reliability of orders differed greatly. The framework map provides nearly complete coverage of the genome, estimated at approximately 1700 cM in length using a modified estimator. This map should provide a useful framework for merging existing loblolly pine maps and adding multiallelic markers as they become available. Map coverage with dominant markers in both linkage phases will make the map useful for subsequent quantitative trait locus mapping in families derived by self-pollination. Received: 7 August 1998 / Accepted: 27 October 1998     

Construction of random sheared fosmid library from Chinese cabbage and its use for Brassica rapa genome sequencing project

As a part of the Multinational Genome Sequencing Project of Brassica rapa, linkage group R9 and R3 were sequenced using a bacterial artificial chromosome (BAC) by BAC strategy. The current physical contigs are expected to cover approximately 90% euchromatins of both chromosomes. As the project progresses, BAC selection for sequence extension becomes more limited because BAC libraries are restriction enzyme-specific. To support the project, a random sheared fosmid library was constructed. The library consists of 97536 clones with average insert size of approximately 40 kb corresponding to seven genome equivalents, assuming a Chinese cabbage genome size of 550 Mb. The library was screened with primers designed at the end of sequences of nine points of scaffold gaps where BAC clones cannot be selected to extend the physical contigs. The selected positive clones were end-sequenced to check the overlap between the fosmid clones and the adjacent BAC clones.Nine fosmid clones were selected and fully sequenced. The sequences revealed two completed gap filling and seven sequence extensions, which can be used for further selection of BAC clones confirming that the fosmid library will facilitate the sequence completion of B. rapa.     

An estimation of the genome length of maritime pine (Pinus pinaster Ait.)

The genome length, in units of Morgans or centimorgans, is a fundamental feature of a species. It can be calculated from a complete linkage map. However, the genome size can be estimated with partial linkage data. Using linkage data obtained by the analysis of a two-dimensional electrophoresis of the proteins contained in an haploid organ, the megagametophyte, we suggest an estimation and a confidence interval of the genome length of a gymnosperm, the maritime pine (Pinus pinaster Ait.). The results indicate an important gap between the physical and the genetic maps.     

Tangible benefits of the aphid Acyrthosiphon pisum genome sequencing for aphid proteomics: Enhancements in protein identification and data validation for homology-based proteomics

Homology-driven proteomics promises to reveal functional biology in insects with sparse genome sequence information. A proteomics study comparing plant virus transmission competent and refractive genotypes of the aphid Schizaphis graminum isolated numerous candidate proteins involved in virus transmission, but limited genome sequence information hampered their identification. The complete genome of the pea aphid, Acyrthosiphon pisum, released in 2008, enabled us to double the number of protein identifications beyond what was possible using available EST libraries and other insect sequences. This was concomitant with a dramatic increase of the number of MS and MS/MS peptide spectra matching the genome-derived protein sequence. LC-MS/MS proved to be the most robust method of peptide detection. Cross-matching spectral data to multiple EST sequences and error tolerant searching to identify amino acid substitutions enhanced the percent coverage of the Schizaphis graminum proteins. 2-D electrophoresis provided the protein pI and MW which enabled the refinement of the candidate protein selection and provided a measure of protein abundance when coupled to the spectral data. Thus, the homology-based proteomics pipeline for insects should include efforts to maximize the number of peptide matches to the protein to increase certainty in protein identification and relative protein abundance.     

Construction of random sheared fosmid library from Chinese cabbage and its use for Brassica rapa genome sequencing project

As a part of the Multinational Genome Sequencing Project of Brassica rapa,linkage group R9 and R3 were sequenced using a bacterial artificial chromosome(BAC) by BAC strategy.The current physical contigs are expected to cover approximately 90%euchromatins of both chromosomes.As the project progresses,BAC selection for sequence extension becomes more limited because BAC libraries are restriction enzyme-specific.To support the project,a random sheared fosmid library was constructed.The library consists of 9...     

Divergent Toll-like receptors in catfish (Ictalurus punctatus): TLR5S, TLR20, TLR21

Toll-like receptors (TLR) mediate pathogen recognition in vertebrate species through detection of conserved microbial ligands. Families of TLR molecules have been described from the genomes of the teleost fish model species zebrafish and Takifugu, but much research remains to characterize the full length sequences and pathogen specificities of individual TLR members in fish. While the majority of these pathogen receptors are conserved among vertebrate species with clear orthologues present in fish for most mammalian TLRs, several interesting differences are present in the TLR repertoire of teleost fish when compared to that of mammals. A soluble form of TLR5 has been reported from salmonid fish and Takifugu rubripes which is not present in mammals, and a large group of TLRs (arbitrarily numbered 19-23) was identified from teleost genomes with no easily discernible orthologues in mammals. To better understand these teleost adaptations to the TLR family, we have isolated, sequenced, and characterized the full-length cDNA and gene sequences of TLR5S, TLR20, and TLR21 from catfish as well as studied their expression pattern in tissues. We also mapped these genes to bacterial artificial chromosome (BAC) clones for genome analysis. While TLR5S appeared to be common in teleost fish, and TLR21 is common to birds, amphibians and fish, TLR20 has only been identified in zebrafish and catfish. Phylogenetic analysis of catfish TLR20 indicated that it is closely related to murine TLR11 and TLR12, two divergent TLRs about which little is known. All three genes appear to exist in catfish as single copy genes.