Cargando…
Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data
BACKGROUND: Retroviral LTRs, paired or single, influence the transcription of both retroviral and non-retroviral genomic sequences. Vertebrate genomes contain many thousand endogenous retroviruses (ERVs) and their LTRs. Single LTRs are difficult to detect from genomic sequences without recourse to r...
Autores principales: | , , , , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2009
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2664473/ https://www.ncbi.nlm.nih.gov/pubmed/19365549 http://dx.doi.org/10.1371/journal.pone.0005179 |
_version_ | 1782165972302430208 |
---|---|
author | Benachenhou, Farid Jern, Patric Oja, Merja Sperber, Göran Blikstad, Vidar Somervuo, Panu Kaski, Samuel Blomberg, Jonas |
author_facet | Benachenhou, Farid Jern, Patric Oja, Merja Sperber, Göran Blikstad, Vidar Somervuo, Panu Kaski, Samuel Blomberg, Jonas |
author_sort | Benachenhou, Farid |
collection | PubMed |
description | BACKGROUND: Retroviral LTRs, paired or single, influence the transcription of both retroviral and non-retroviral genomic sequences. Vertebrate genomes contain many thousand endogenous retroviruses (ERVs) and their LTRs. Single LTRs are difficult to detect from genomic sequences without recourse to repetitiveness or presence in a proviral structure. Understanding of LTR structure increases understanding of LTR function, and of functional genomics. Here we develop models of orthoretroviral LTRs useful for detection in genomes and for structural analysis. PRINCIPAL FINDINGS: Although mutated, ERV LTRs are more numerous and diverse than exogenous retroviral (XRV) LTRs. Hidden Markov models (HMMs), and alignments based on them, were created for HML- (human MMTV-like), general-beta-, gamma- and lentiretroviruslike LTRs, plus a general-vertebrate LTR model. Training sets were XRV LTRs and RepBase LTR consensuses. The HML HMM was most sensitive and detected 87% of the HML LTRs in human chromosome 19 at 96% specificity. By combining all HMMs with a low cutoff, for screening, 71% of all LTRs found by RepeatMasker in chromosome 19 were found. HMM consensus sequences had a conserved modular LTR structure. Target site duplications (TG-CA), TATA (occasionally absent), an AATAAA box and a T-rich region were prominent features. Most of the conservation was located in, or adjacent to, R and U5, with evidence for stem loops. Several of the long HML LTRs contained long ORFs inserted after the second A rich module. HMM consensus alignment allowed comparison of functional features like transcriptional start sites (sense and antisense) between XRVs and ERVs. CONCLUSION: The modular conserved and redundant orthoretroviral LTR structure with three A-rich regions is reminiscent of structurally relaxed Giardia promoters. The five HMMs provided a novel broad range, repeat-independent, ab initio LTR detection, with prospects for greater generalisation, and insight into LTR structure, which may aid development of LTR-targeted pharmaceuticals. |
format | Text |
id | pubmed-2664473 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-26644732009-04-13 Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data Benachenhou, Farid Jern, Patric Oja, Merja Sperber, Göran Blikstad, Vidar Somervuo, Panu Kaski, Samuel Blomberg, Jonas PLoS One Research Article BACKGROUND: Retroviral LTRs, paired or single, influence the transcription of both retroviral and non-retroviral genomic sequences. Vertebrate genomes contain many thousand endogenous retroviruses (ERVs) and their LTRs. Single LTRs are difficult to detect from genomic sequences without recourse to repetitiveness or presence in a proviral structure. Understanding of LTR structure increases understanding of LTR function, and of functional genomics. Here we develop models of orthoretroviral LTRs useful for detection in genomes and for structural analysis. PRINCIPAL FINDINGS: Although mutated, ERV LTRs are more numerous and diverse than exogenous retroviral (XRV) LTRs. Hidden Markov models (HMMs), and alignments based on them, were created for HML- (human MMTV-like), general-beta-, gamma- and lentiretroviruslike LTRs, plus a general-vertebrate LTR model. Training sets were XRV LTRs and RepBase LTR consensuses. The HML HMM was most sensitive and detected 87% of the HML LTRs in human chromosome 19 at 96% specificity. By combining all HMMs with a low cutoff, for screening, 71% of all LTRs found by RepeatMasker in chromosome 19 were found. HMM consensus sequences had a conserved modular LTR structure. Target site duplications (TG-CA), TATA (occasionally absent), an AATAAA box and a T-rich region were prominent features. Most of the conservation was located in, or adjacent to, R and U5, with evidence for stem loops. Several of the long HML LTRs contained long ORFs inserted after the second A rich module. HMM consensus alignment allowed comparison of functional features like transcriptional start sites (sense and antisense) between XRVs and ERVs. CONCLUSION: The modular conserved and redundant orthoretroviral LTR structure with three A-rich regions is reminiscent of structurally relaxed Giardia promoters. The five HMMs provided a novel broad range, repeat-independent, ab initio LTR detection, with prospects for greater generalisation, and insight into LTR structure, which may aid development of LTR-targeted pharmaceuticals. Public Library of Science 2009-04-13 /pmc/articles/PMC2664473/ /pubmed/19365549 http://dx.doi.org/10.1371/journal.pone.0005179 Text en Benachenhou et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Benachenhou, Farid Jern, Patric Oja, Merja Sperber, Göran Blikstad, Vidar Somervuo, Panu Kaski, Samuel Blomberg, Jonas Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data |
title | Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data |
title_full | Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data |
title_fullStr | Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data |
title_full_unstemmed | Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data |
title_short | Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data |
title_sort | evolutionary conservation of orthoretroviral long terminal repeats (ltrs) and ab initio detection of single ltrs in genomic data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2664473/ https://www.ncbi.nlm.nih.gov/pubmed/19365549 http://dx.doi.org/10.1371/journal.pone.0005179 |
work_keys_str_mv | AT benachenhoufarid evolutionaryconservationoforthoretrovirallongterminalrepeatsltrsandabinitiodetectionofsingleltrsingenomicdata AT jernpatric evolutionaryconservationoforthoretrovirallongterminalrepeatsltrsandabinitiodetectionofsingleltrsingenomicdata AT ojamerja evolutionaryconservationoforthoretrovirallongterminalrepeatsltrsandabinitiodetectionofsingleltrsingenomicdata AT sperbergoran evolutionaryconservationoforthoretrovirallongterminalrepeatsltrsandabinitiodetectionofsingleltrsingenomicdata AT blikstadvidar evolutionaryconservationoforthoretrovirallongterminalrepeatsltrsandabinitiodetectionofsingleltrsingenomicdata AT somervuopanu evolutionaryconservationoforthoretrovirallongterminalrepeatsltrsandabinitiodetectionofsingleltrsingenomicdata AT kaskisamuel evolutionaryconservationoforthoretrovirallongterminalrepeatsltrsandabinitiodetectionofsingleltrsingenomicdata AT blombergjonas evolutionaryconservationoforthoretrovirallongterminalrepeatsltrsandabinitiodetectionofsingleltrsingenomicdata |