title: Nullomers and High Order Nullomers in Genomic Sequences.
abstract: A nullomer is an oligomer that does not occur as a subsequence in a given DNA sequence, i.e. it is an absent word of that sequence. The importance of nullomers in several applications, from drug discovery to forensic practice, is now debated in the literature. Here, we investigated the nature of nullomers, whether their absence in genomes has just a statistical explanation or it is a peculiar feature of genomic sequences. We introduced an extension of the notion of nullomer, namely high order nullomers, which are nullomers whose mutated sequences are still nullomers. We studied different aspects of them: comparison with nullomers of random sequences, CpG distribution and mean helical rise. In agreement with previous results we found that the number of nullomers in the human genome is much larger than expected by chance. Nevertheless antithetical results were found when considering a random DNA sequence preserving dinucleotide frequencies. The analysis of CpG frequencies in nullomers and high order nullomers revealed, as expected, a high CpG content but it also highlighted a strong dependence of CpG frequencies on the dinucleotide position, suggesting that nullomers have their own peculiar structure and are not simply sequences whose CpG frequency is biased. Furthermore, phylogenetic trees were built on eleven species based on both the similarities between the dinucleotide frequencies and the number of nullomers two species share, showing that nullomers are fairly conserved among close species. Finally the study of mean helical rise of nullomers sequences revealed significantly high mean rise values, reinforcing the hypothesis that those sequences have some peculiar structural features. The obtained results show that nullomers are the consequence of the peculiar structure of DNA (also including biased CpG frequency and CpGs islands), so that the hypermutability model, also taking into account CpG islands, seems to be not sufficient to explain nullomer phenomenon. Finally, high order nullomers could emphasize those features that already make simple nullomers useful in several applications.
authors.affiliation: Istituto per le Applicazioni del Calcolo "Mauro Picone" - CNR, Via dei Taurini 19, 00185, Rome, Italy.
authors.forename: Davide
authors.initials: D
authors.lastname: Vergni
authors.affiliation: Istituto di Analisi dei Sistemi ed Informatica "Antonio Ruberti" - CNR, Via dei Taurini 19, 00185, Rome, Italy.
authors.forename: Daniele
authors.initials: D
authors.lastname: Santoni
mesh_terms: D001483:Base Sequence / Q000235:genetics*; D019295:Computational Biology; D018899:CpG Islands / Q000235:genetics; D004247:DNA / Q000235:genetics*; D015894:Genome, Human; D006801:Humans; D009690:Nucleic Acid Conformation; D009841:Oligonucleotides / Q000235:genetics*
chemical_list: D009841:Oligonucleotides; D004247:DNA