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Zong W, Zhao R, Wang X, Zhou C, Wang J, Chen C, Niu N, Zheng Y, Chen L, Liu X, Hou X, Zhao F, Wang L, Wang L, Song C, Zhang L. Population genetic analysis based on the polymorphisms mediated by transposons in the genomes of pig. DNA Res 2024; 31:dsae008. [PMID: 38447059 PMCID: PMC11090087 DOI: 10.1093/dnares/dsae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 02/28/2024] [Accepted: 03/05/2024] [Indexed: 03/08/2024] Open
Abstract
Transposable elements (TEs) mobility is capable of generating a large number of structural variants (SVs), which can have considerable potential as molecular markers for genetic analysis and molecular breeding in livestock. Our results showed that the pig genome contains mainly TE-SVs generated by short interspersed nuclear elements (51,873/76.49%), followed by long interspersed nuclear elements (11,131/16.41%), and more than 84% of the common TE-SVs (Minor allele frequency, MAF > 0.10) were validated to be polymorphic. Subsequently, we utilized the identified TE-SVs to gain insights into the population structure, resulting in clear differentiation among the three pig groups and facilitating the identification of relationships within Chinese local pig breeds. In addition, we investigated the frequencies of TEs in the gene coding regions of different pig groups and annotated the respective TE types, related genes, and functional pathways. Through genome-wide comparisons of Large White pigs and Chinese local pigs utilizing the Beijing Black pigs, we identified TE-mediated SVs associated with quantitative trait loci and observed that they were mainly involved in carcass traits and meat quality traits. Lastly, we present the first documented evidence of TE transduction in the pig genome.
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Affiliation(s)
- Wencheng Zong
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Runze Zhao
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
- College of Animal Science, Shanxi Agricultural University, Jinzhong, China
| | - Xiaoyan Wang
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Chenyu Zhou
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Jinbu Wang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Cai Chen
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Naiqi Niu
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Yao Zheng
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Li Chen
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
- Chongqing Academy of Animal Science, Chongqing, China
| | - Xin Liu
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Xinhua Hou
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Fuping Zhao
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Ligang Wang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Lixian Wang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Chengyi Song
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Longchao Zhang
- State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
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2
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Yang L, Metzger GA, Padilla Del Valle R, Delgadillo Rubalcaba D, McLaughlin RN. Evolutionary insights from profiling LINE-1 activity at allelic resolution in a single human genome. EMBO J 2024; 43:112-131. [PMID: 38177314 PMCID: PMC10883270 DOI: 10.1038/s44318-023-00007-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/18/2023] [Accepted: 11/10/2023] [Indexed: 01/06/2024] Open
Abstract
Transposable elements have created the majority of the sequence in many genomes. In mammals, LINE-1 retrotransposons have been expanding for more than 100 million years as distinct, consecutive lineages; however, the drivers of this recurrent lineage emergence and disappearance are unknown. Most human genome assemblies provide a record of this ancient evolution, but fail to resolve ongoing LINE-1 retrotranspositions. Utilizing the human CHM1 long-read-based haploid assembly, we identified and cloned all full-length, intact LINE-1s, and found 29 LINE-1s with measurable in vitro retrotransposition activity. Among individuals, these LINE-1s varied in their presence, their allelic sequences, and their activity. We found that recently retrotransposed LINE-1s tend to be active in vitro and polymorphic in the population relative to more ancient LINE-1s. However, some rare allelic forms of old LINE-1s retain activity, suggesting older lineages can persist longer than expected. Finally, in LINE-1s with in vitro activity and in vivo fitness, we identified mutations that may have increased replication in ancient genomes and may prove promising candidates for mechanistic investigations of the drivers of LINE-1 evolution and which LINE-1 sequences contribute to human disease.
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Affiliation(s)
- Lei Yang
- Pacific Northwest Research Institute, Seattle, WA, USA
| | | | - Ricky Padilla Del Valle
- Pacific Northwest Research Institute, Seattle, WA, USA
- Molecular and Cellular Biology Graduate Program, University of Washington, Seattle, WA, USA
| | | | - Richard N McLaughlin
- Pacific Northwest Research Institute, Seattle, WA, USA.
- Molecular and Cellular Biology Graduate Program, University of Washington, Seattle, WA, USA.
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Luqman-Fatah A, Miyoshi T. Human LINE-1 retrotransposons: impacts on the genome and regulation by host factors. Genes Genet Syst 2023; 98:121-154. [PMID: 36436935 DOI: 10.1266/ggs.22-00038] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Genome sequencing revealed that nearly half of the human genome is comprised of transposable elements. Although most of these elements have been rendered inactive due to mutations, full-length intact long interspersed element-1 (LINE-1 or L1) copies retain the ability to mobilize through RNA intermediates by a so-called "copy-and-paste" mechanism, termed retrotransposition. L1 is the only known autonomous mobile genetic element in the genome, and its retrotransposition contributes to inter- or intra-individual genetic variation within the human population. However, L1 retrotransposition also poses a threat to genome integrity due to gene disruption and chromosomal instability. Moreover, recent studies suggest that aberrant L1 expression can impact human health by causing diseases such as cancer and chronic inflammation that might lead to autoimmune disorders. To counteract these adverse effects, the host cells have evolved multiple layers of defense mechanisms at the epigenetic, RNA and protein levels. Intriguingly, several host factors have also been reported to facilitate L1 retrotransposition, suggesting that there is competition between negative and positive regulation of L1 by host factors. Here, we summarize the known host proteins that regulate L1 activity at different stages of the replication cycle and discuss how these factors modulate disease-associated phenotypes caused by L1.
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Affiliation(s)
- Ahmad Luqman-Fatah
- Department of Gene Mechanisms, Graduate School of Biostudies, Kyoto University
- Department of Stress Response, Radiation Biology Center, Graduate School of Biostudies, Kyoto University
| | - Tomoichiro Miyoshi
- Department of Gene Mechanisms, Graduate School of Biostudies, Kyoto University
- Department of Stress Response, Radiation Biology Center, Graduate School of Biostudies, Kyoto University
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4
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Warkocki Z. An update on post-transcriptional regulation of retrotransposons. FEBS Lett 2023; 597:380-406. [PMID: 36460901 DOI: 10.1002/1873-3468.14551] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 11/09/2022] [Accepted: 11/18/2022] [Indexed: 12/04/2022]
Abstract
Retrotransposons, including LINE-1, Alu, SVA, and endogenous retroviruses, are one of the major constituents of human genomic repetitive sequences. Through the process of retrotransposition, some of them occasionally insert into new genomic locations by a copy-paste mechanism involving RNA intermediates. Irrespective of de novo genomic insertions, retrotransposon expression can lead to DNA double-strand breaks and stimulate cellular innate immunity through endogenous patterns. As a result, retrotransposons are tightly regulated by multi-layered regulatory processes to prevent the dangerous effects of their expression. In recent years, significant progress was made in revealing how retrotransposon biology intertwines with general post-transcriptional RNA metabolism. Here, I summarize current knowledge on the involvement of post-transcriptional factors in the biology of retrotransposons, focusing on LINE-1. I emphasize general RNA metabolisms such as methylation of adenine (m6 A), RNA 3'-end polyadenylation and uridylation, RNA decay and translation regulation. I discuss the effects of retrotransposon RNP sequestration in cytoplasmic bodies and autophagy. Finally, I summarize how innate immunity restricts retrotransposons and how retrotransposons make use of cellular enzymes, including the DNA repair machinery, to complete their replication cycles.
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Affiliation(s)
- Zbigniew Warkocki
- Department of RNA Metabolism, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan, Poland
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5
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Halabian R, Makałowski W. A Map of 3' DNA Transduction Variants Mediated by Non-LTR Retroelements on 3202 Human Genomes. BIOLOGY 2022; 11:biology11071032. [PMID: 36101413 PMCID: PMC9311842 DOI: 10.3390/biology11071032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 05/03/2023]
Abstract
As one of the major structural constituents, mobile elements comprise more than half of the human genome, among which Alu, L1, and SVA elements are still active and continue to generate new offspring. One of the major characteristics of L1 and SVA elements is their ability to co-mobilize adjacent downstream sequences to new loci in a process called 3' DNA transduction. Transductions influence the structure and content of the genome in different ways, such as increasing genome variation, exon shuffling, and gene duplication. Moreover, given their mutagenicity capability, 3' transductions are often involved in tumorigenesis or in the development of some diseases. In this study, we analyzed 3202 genomes sequenced at high coverage by the New York Genome Center to catalog and characterize putative 3' transduced segments mediated by L1s and SVAs. Here, we present a genome-wide map of inter/intrachromosomal 3' transduction variants, including their genomic and functional location, length, progenitor location, and allelic frequency across 26 populations. In total, we identified 7103 polymorphic L1s and 3040 polymorphic SVAs. Of these, 268 and 162 variants were annotated as high-confidence L1 and SVA 3' transductions, respectively, with lengths that ranged from 7 to 997 nucleotides. We found specific loci within chromosomes X, 6, 7, and 6_GL000253v2_alt as master L1s and SVAs that had yielded more transductions, among others. Together, our results demonstrate the dynamic nature of transduction events within the genome and among individuals and their contribution to the structural variations of the human genome.
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Watkins WS, Feusier JE, Thomas J, Goubert C, Mallick S, Jorde LB. The Simons Genome Diversity Project: A Global Analysis of Mobile Element Diversity. Genome Biol Evol 2021; 12:779-794. [PMID: 32359137 PMCID: PMC7290288 DOI: 10.1093/gbe/evaa086] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/24/2020] [Indexed: 12/30/2022] Open
Abstract
Ongoing retrotransposition of Alu, LINE-1, and SINE–VNTR–Alu elements generates diversity and variation among human populations. Previous analyses investigating the population genetics of mobile element insertions (MEIs) have been limited by population ascertainment bias or by relatively small numbers of populations and low sequencing coverage. Here, we use 296 individuals representing 142 global populations from the Simons Genome Diversity Project (SGDP) to discover and characterize MEI diversity from deeply sequenced whole-genome data. We report 5,742 MEIs not originally reported by the 1000 Genomes Project and show that high sampling diversity leads to a 4- to 7-fold increase in MEI discovery rates over the original 1000 Genomes Project data. As a result of negative selection, nonreference polymorphic MEIs are underrepresented within genes, and MEIs within genes are often found in the transcriptional orientation opposite that of the gene. Globally, 80% of Alu subfamilies predate the expansion of modern humans from Africa. Polymorphic MEIs show heterozygosity gradients that decrease from Africa to Eurasia to the Americas, and the number of MEIs found uniquely in a single individual are also distributed in this general pattern. The maximum fraction of MEI diversity partitioned among the seven major SGDP population groups (FST) is 7.4%, similar to, but slightly lower than, previous estimates and likely attributable to the diverse sampling strategy of the SGDP. Finally, we utilize these MEIs to extrapolate the primary Native American shared ancestry component to back to Asia and provide new evidence from genome-wide identical-by-descent genetic markers that add additional support for a southeastern Siberian origin for most Native Americans.
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Affiliation(s)
| | | | - Jainy Thomas
- Department of Human Genetics, University of Utah
| | - Clement Goubert
- Department of Molecular Biology and Genetics, Cornell University
| | - Swapon Mallick
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
| | - Lynn B Jorde
- Department of Human Genetics, University of Utah
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7
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Halo JV, Pendleton AL, Shen F, Doucet AJ, Derrien T, Hitte C, Kirby LE, Myers B, Sliwerska E, Emery S, Moran JV, Boyko AR, Kidd JM. Long-read assembly of a Great Dane genome highlights the contribution of GC-rich sequence and mobile elements to canine genomes. Proc Natl Acad Sci U S A 2021; 118:e2016274118. [PMID: 33836575 PMCID: PMC7980453 DOI: 10.1073/pnas.2016274118] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Technological advances have allowed improvements in genome reference sequence assemblies. Here, we combined long- and short-read sequence resources to assemble the genome of a female Great Dane dog. This assembly has improved continuity compared to the existing Boxer-derived (CanFam3.1) reference genome. Annotation of the Great Dane assembly identified 22,182 protein-coding gene models and 7,049 long noncoding RNAs, including 49 protein-coding genes not present in the CanFam3.1 reference. The Great Dane assembly spans the majority of sequence gaps in the CanFam3.1 reference and illustrates that 2,151 gaps overlap the transcription start site of a predicted protein-coding gene. Moreover, a subset of the resolved gaps, which have an 80.95% median GC content, localize to transcription start sites and recombination hotspots more often than expected by chance, suggesting the stable canine recombinational landscape has shaped genome architecture. Alignment of the Great Dane and CanFam3.1 assemblies identified 16,834 deletions and 15,621 insertions, as well as 2,665 deletions and 3,493 insertions located on secondary contigs. These structural variants are dominated by retrotransposon insertion/deletion polymorphisms and include 16,221 dimorphic canine short interspersed elements (SINECs) and 1,121 dimorphic long interspersed element-1 sequences (LINE-1_Cfs). Analysis of sequences flanking the 3' end of LINE-1_Cfs (i.e., LINE-1_Cf 3'-transductions) suggests multiple retrotransposition-competent LINE-1_Cfs segregate among dog populations. Consistent with this conclusion, we demonstrate that a canine LINE-1_Cf element with intact open reading frames can retrotranspose its own RNA and that of a SINEC_Cf consensus sequence in cultured human cells, implicating ongoing retrotransposon activity as a driver of canine genetic variation.
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Affiliation(s)
- Julia V Halo
- Department of Biological Sciences, Bowling Green State University, Bowling Green, OH 43403
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
| | - Amanda L Pendleton
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
| | - Feichen Shen
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
| | - Aurélien J Doucet
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
- Université Côte d'Azur, CNRS, INSERM, Institut de Recherche sur le Cancer et le Vieillissement de Nice, F-06100 Nice, France
| | - Thomas Derrien
- Université de Rennes 1, CNRS, Institut de Génétique et Développement de Rennes-UMR 6290, F-35000 Rennes, France
| | - Christophe Hitte
- Université de Rennes 1, CNRS, Institut de Génétique et Développement de Rennes-UMR 6290, F-35000 Rennes, France
| | - Laura E Kirby
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
| | - Bridget Myers
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
| | - Elzbieta Sliwerska
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
| | - Sarah Emery
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
| | - John V Moran
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109
| | - Adam R Boyko
- Department of Biomedical Sciences, Cornell University, Ithaca, NY 14850
| | - Jeffrey M Kidd
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109;
- Department Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109
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8
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Savage AL, Lopez AI, Iacoangeli A, Bubb VJ, Smith B, Troakes C, Alahmady N, Koks S, Schumann GG, Al-Chalabi A, Quinn JP. Frequency and methylation status of selected retrotransposition competent L1 loci in amyotrophic lateral sclerosis. Mol Brain 2020; 13:154. [PMID: 33187550 PMCID: PMC7666467 DOI: 10.1186/s13041-020-00694-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 11/03/2020] [Indexed: 12/11/2022] Open
Abstract
Long interspersed element-1 (LINE-1/L1) is the only autonomous transposable element in the human genome that currently mobilises in both germline and somatic tissues. Recent studies have identified correlations between altered retrotransposon expression and the fatal neurodegenerative disease amyotrophic lateral sclerosis (ALS) in a subset of patients. The risk of an individual developing ALS is dependent on an interaction of genetic variants and subsequent modifiers during life. These modifiers could include environmental factors, which can lead to epigenetic and genomic changes, such as somatic mutations, occurring in the neuronal cells that degenerate as the disease develops. There are more than 1 million L1 copies in the human genome today, but only 80-100 L1 loci in the reference genome are considered to be retrotransposition-competent (RC) and an even smaller number of these RC-L1s loci are highly active. We hypothesise that RC-L1s could affect normal cellular function through their mutagenic potential conferred by their ability to retrotranspose in neuronal cells and through DNA damage caused by the endonuclease activity of the L1-encoded ORF2 protein. To investigate whether either an increase in the genomic burden of RC-L1s or epigenetic changes to RC-L1s altering their expression, could play a role in disease development, we chose a set of seven well characterised genomic RC-L1 loci that were reported earlier to be highly active in a cellular L1 retrotransposition reporter assay or serve as major source elements for germline and/or somatic retrotransposition events. Analysis of the insertion allele frequency of five polymorphic RC-L1s, out of the set of seven, for their presence or absence, did not identify an increased number individually or when combined in individuals with the disease. However, we did identify reduced levels of methylation of RC-L1s in the motor cortex of those individuals with both familial and sporadic ALS compared to control brains. The changes to the regulation of the loci encompassing these RC-L1s demonstrated tissue specificity and could be related to the disease process.
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Affiliation(s)
- Abigail L Savage
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Ana Illera Lopez
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Alfredo Iacoangeli
- Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
- Department of Biostatistics and Health Informatics, King's College London, London, UK
| | - Vivien J Bubb
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Bradley Smith
- Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
| | - Claire Troakes
- London Neurodegenerative Diseases Brain Bank, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, UK
| | - Nada Alahmady
- Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
- Department of Biology, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Sulev Koks
- Perron Institute for Neurological and Translational Science, Perth, WA, Australia
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, WA, Australia
| | - Gerald G Schumann
- Division of Medical Biotechnology, Paul-Ehrlich-Institut, Langen, Germany
| | - Ammar Al-Chalabi
- Maurice Wohl Clinical Neuroscience Institute, King's College London, London, UK
| | - John P Quinn
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK.
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Nguyen THM, Carreira PE, Sanchez-Luque FJ, Schauer SN, Fagg AC, Richardson SR, Davies CM, Jesuadian JS, Kempen MJHC, Troskie RL, James C, Beaven EA, Wallis TP, Coward JIG, Chetty NP, Crandon AJ, Venter DJ, Armes JE, Perrin LC, Hooper JD, Ewing AD, Upton KR, Faulkner GJ. L1 Retrotransposon Heterogeneity in Ovarian Tumor Cell Evolution. Cell Rep 2019; 23:3730-3740. [PMID: 29949758 DOI: 10.1016/j.celrep.2018.05.090] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2017] [Revised: 01/04/2018] [Accepted: 05/26/2018] [Indexed: 01/07/2023] Open
Abstract
LINE-1 (L1) retrotransposons are a source of insertional mutagenesis in tumor cells. However, the clinical significance of L1 mobilization during tumorigenesis remains unclear. Here, we applied retrotransposon capture sequencing (RC-seq) to multiple single-cell clones isolated from five ovarian cancer cell lines and HeLa cells and detected endogenous L1 retrotransposition in vitro. We then applied RC-seq to ovarian tumor and matched blood samples from 19 patients and identified 88 tumor-specific L1 insertions. In one tumor, an intronic de novo L1 insertion supplied a novel cis-enhancer to the putative chemoresistance gene STC1. Notably, the tumor subclone carrying the STC1 L1 mutation increased in prevalence after chemotherapy, further increasing STC1 expression. We also identified hypomethylated donor L1s responsible for new L1 insertions in tumors and cultivated cancer cells. These congruent in vitro and in vivo results highlight L1 insertional mutagenesis as a common component of ovarian tumorigenesis and cancer genome heterogeneity.
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Affiliation(s)
- Thu H M Nguyen
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Patricia E Carreira
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Francisco J Sanchez-Luque
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia; Pfizer-University of Granada-Andalusian Government Centre for Genomics and Oncological Research, PT Ciencias de la Salud, Granada 18016, Spain
| | - Stephanie N Schauer
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Allister C Fagg
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Sandra R Richardson
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | | | - J Samuel Jesuadian
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Marie-Jeanne H C Kempen
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Robin-Lee Troskie
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Cini James
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | | | | | - Jermaine I G Coward
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia; Mater Health Services, South Brisbane, QLD 4101, Australia
| | - Naven P Chetty
- Mater Health Services, South Brisbane, QLD 4101, Australia
| | | | - Deon J Venter
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia; Mater Health Services, South Brisbane, QLD 4101, Australia
| | - Jane E Armes
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia; Mater Health Services, South Brisbane, QLD 4101, Australia
| | - Lewis C Perrin
- Mater Health Services, South Brisbane, QLD 4101, Australia
| | - John D Hooper
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Adam D Ewing
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia
| | - Kyle R Upton
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia; School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, QLD 4072, Australia.
| | - Geoffrey J Faulkner
- Mater Research Institute, University of Queensland, TRI Building, Woolloongabba, QLD 4102, Australia; Queensland Brain Institute, University of Queensland, Brisbane, QLD 4072, Australia.
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10
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Batista RL, Yamaguchi K, Rodrigues ADS, Nishi MY, Goodier JL, Carvalho LR, Domenice S, Costa EMF, Kazazian HH, Mendonca BB. Mobile DNA in Endocrinology: LINE-1 Retrotransposon Causing Partial Androgen Insensitivity Syndrome. J Clin Endocrinol Metab 2019; 104:6385-6390. [PMID: 31393562 PMCID: PMC6834070 DOI: 10.1210/jc.2019-00144] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 08/02/2019] [Indexed: 11/19/2022]
Abstract
CONTEXT Androgen insensitivity syndrome (AIS) is the most common cause of disorders of sex development in 46,XY individuals. It is an X-linked condition usually caused by pathogenic allelic variants in the androgen receptor (AR) gene. The phenotype depends on the AR variant, ranging from severe undervirilization (complete AIS) to several degrees of external genitalia undervirilization. Although 90% of those with complete AIS will have AR mutations, this will only be true for 40% of those with partial AIS (PAIS). OBJECTIVE To identify the genetic etiology of AIS in a large multigenerational family with the PAIS phenotype. PARTICIPANTS Nine affected individuals with clinical and laboratory findings consistent with PAIS and a normal exonic AR sequencing. SETTINGS Endocrine clinic and genetic institute from two academic referral centers. DESIGN Analysis of whole exons of the AR gene, including splicing regions, was performed, followed by sequencing of the 5'untranslated region (UTR) of the AR gene. Detailed phenotyping was performed at the initial diagnosis and long-term follow-up, and circulating levels of steroid gonadal hormones were measured in all affected individuals. AR expression was measured using RT-PCR and cultured fibroblasts. RESULTS All 46,XY family members with PAIS had inherited, in hemizygosity, a complex defect (∼1100 bp) in the 5'UTR region of the AR surrounded by a duplicated 18-bp sequence (target site duplication). This sequence is 99.7% similar to an active, long, interspersed element present on the X chromosome (AC002980; Xq22.2), which was inserted in the 5'UTR of the AR gene, severely reducing AR expression and leading to PAIS. CONCLUSION The molecular diagnosis of PAIS remains challenging. The genomic effect of retrotransposon mobilization should be considered a possible molecular cause of AIS and other AR diseases.
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Affiliation(s)
- Rafael Loch Batista
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular, da Disciplina de Endocrinologia e Metabologia do Hospital das Clínicas da Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins Hospital, Baltimore, Maryland
- Correspondence and Reprint Requests: Rafael Loch Batista, MD, PhD, Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular (LIM/42), da Disciplina de Endocrinologia e Metabologia do Hospital das Clínicas da Faculdade de Medicina, Universidade de São Paulo, Eneas Carvalho de Aguiar, 255, 05403900 São Paulo, São Paulo, Brazil. E-mail:
| | - Katsumi Yamaguchi
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins Hospital, Baltimore, Maryland
| | - Andresa di Santi Rodrigues
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular, da Disciplina de Endocrinologia e Metabologia do Hospital das Clínicas da Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Mirian Yumie Nishi
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular, da Disciplina de Endocrinologia e Metabologia do Hospital das Clínicas da Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - John L Goodier
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins Hospital, Baltimore, Maryland
| | - Luciani Renata Carvalho
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular, da Disciplina de Endocrinologia e Metabologia do Hospital das Clínicas da Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Sorahia Domenice
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular, da Disciplina de Endocrinologia e Metabologia do Hospital das Clínicas da Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Elaine M F Costa
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular, da Disciplina de Endocrinologia e Metabologia do Hospital das Clínicas da Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Haig H Kazazian
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins Hospital, Baltimore, Maryland
| | - Berenice Bilharinho Mendonca
- Unidade de Endocrinologia do Desenvolvimento, Laboratório de Hormônios e Genética Molecular, da Disciplina de Endocrinologia e Metabologia do Hospital das Clínicas da Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
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11
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Dynamic Methylation of an L1 Transduction Family during Reprogramming and Neurodifferentiation. Mol Cell Biol 2019; 39:MCB.00499-18. [PMID: 30692270 PMCID: PMC6425141 DOI: 10.1128/mcb.00499-18] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 01/11/2019] [Indexed: 01/28/2023] Open
Abstract
The retrotransposon LINE-1 (L1) is a significant source of endogenous mutagenesis in humans. In each individual genome, a few retrotransposition-competent L1s (RC-L1s) can generate new heritable L1 insertions in the early embryo, primordial germ line, and germ cells. L1 retrotransposition can also occur in the neuronal lineage and cause somatic mosaicism. Although DNA methylation mediates L1 promoter repression, the temporal pattern of methylation applied to individual RC-L1s during neurogenesis is unclear. Here, we identified a de novo L1 insertion in a human induced pluripotent stem cell (hiPSC) line via retrotransposon capture sequencing (RC-seq). The L1 insertion was full-length and carried 5' and 3' transductions. The corresponding donor RC-L1 was part of a large and recently active L1 transduction family and was highly mobile in a cultured-cell L1 retrotransposition reporter assay. Notably, we observed distinct and dynamic DNA methylation profiles for the de novo L1 and members of its extended transduction family during neuronal differentiation. These experiments reveal how a de novo L1 insertion in a pluripotent stem cell is rapidly recognized and repressed, albeit incompletely, by the host genome during neurodifferentiation, while retaining potential for further retrotransposition.
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12
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Richardson SR, Faulkner GJ. Heritable L1 Retrotransposition Events During Development: Understanding Their Origins: Examination of heritable, endogenous L1 retrotransposition in mice opens up exciting new questions and research directions. Bioessays 2018; 40:e1700189. [PMID: 29709066 PMCID: PMC6681178 DOI: 10.1002/bies.201700189] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 03/04/2018] [Indexed: 01/08/2023]
Abstract
The retrotransposon Long Interspersed Element 1 (LINE-1 or L1) has played a major role in shaping the sequence composition of the mammalian genome. In our recent publication, "Heritable L1 retrotransposition in the mouse primordial germline and early embryo," we systematically assessed the rate and developmental timing of de novo, heritable endogenous L1 insertions in mice. Such heritable retrotransposition events allow L1 to exert an ongoing influence upon genome evolution. Here, we place our findings in the context of earlier studies, and highlight how our results corroborate, and depart from, previous research based on human patient samples and transgenic mouse models harboring engineered L1 reporter genes. In parallel, we outline outstanding questions regarding the stage-specificity, regulation, and functional impact of embryonic and germline L1 retrotransposition, and propose avenues for future research in this field.
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Affiliation(s)
- Sandra R. Richardson
- Mater Research Institute–University of QueenslandWoolloongabbaQueensland 4102Australia
| | - Geoffrey J. Faulkner
- Mater Research Institute–University of QueenslandWoolloongabbaQueensland 4102Australia
- Queensland Brain InstituteUniversity of QueenslandBrisbaneQueensland 4072Australia
- School of Biomedical SciencesUniversity of QueenslandBrisbaneQueensland 4072Australia
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13
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Schauer SN, Carreira PE, Shukla R, Gerhardt DJ, Gerdes P, Sanchez-Luque FJ, Nicoli P, Kindlova M, Ghisletti S, Santos AD, Rapoud D, Samuel D, Faivre J, Ewing AD, Richardson SR, Faulkner GJ. L1 retrotransposition is a common feature of mammalian hepatocarcinogenesis. Genome Res 2018; 28:639-653. [PMID: 29643204 PMCID: PMC5932605 DOI: 10.1101/gr.226993.117] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Accepted: 03/26/2018] [Indexed: 12/15/2022]
Abstract
The retrotransposon Long Interspersed Element 1 (LINE-1 or L1) is a continuing source of germline and somatic mutagenesis in mammals. Deregulated L1 activity is a hallmark of cancer, and L1 mutagenesis has been described in numerous human malignancies. We previously employed retrotransposon capture sequencing (RC-seq) to analyze hepatocellular carcinoma (HCC) samples from patients infected with hepatitis B or hepatitis C virus and identified L1 variants responsible for activating oncogenic pathways. Here, we have applied RC-seq and whole-genome sequencing (WGS) to an Abcb4 (Mdr2)-/- mouse model of hepatic carcinogenesis and demonstrated for the first time that L1 mobilization occurs in murine tumors. In 12 HCC nodules obtained from 10 animals, we validated four somatic L1 insertions by PCR and capillary sequencing, including TF subfamily elements, and one GF subfamily example. One of the TF insertions carried a 3' transduction, allowing us to identify its donor L1 and to demonstrate that this full-length TF element retained retrotransposition capacity in cultured cancer cells. Using RC-seq, we also identified eight tumor-specific L1 insertions from 25 HCC patients with a history of alcohol abuse. Finally, we used RC-seq and WGS to identify three tumor-specific L1 insertions among 10 intra-hepatic cholangiocarcinoma (ICC) patients, including one insertion traced to a donor L1 on Chromosome 22 known to be highly active in other cancers. This study reveals L1 mobilization as a common feature of hepatocarcinogenesis in mammals, demonstrating that the phenomenon is not restricted to human viral HCC etiologies and is encountered in murine liver tumors.
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Affiliation(s)
- Stephanie N Schauer
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
| | - Patricia E Carreira
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
| | - Ruchi Shukla
- Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne NE1 7RU, United Kingdom
| | - Daniel J Gerhardt
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
- Invenra, Incorporated, Madison, Wisconsin 53719, USA
| | - Patricia Gerdes
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
| | - Francisco J Sanchez-Luque
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
- Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research: Pfizer-University of Granada-Andalusian Regional Government, PTS Granada, 18016 Granada, Spain
| | - Paola Nicoli
- Department of Experimental Oncology, European Institute of Oncology, 20146 Milan, Italy
| | - Michaela Kindlova
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
| | | | - Alexandre Dos Santos
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif 94800, France
- Université Paris-Sud, Faculté de Médecine, Villejuif 94800, France
| | - Delphine Rapoud
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif 94800, France
- Université Paris-Sud, Faculté de Médecine, Villejuif 94800, France
| | - Didier Samuel
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif 94800, France
- Université Paris-Sud, Faculté de Médecine, Villejuif 94800, France
| | - Jamila Faivre
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif 94800, France
- Université Paris-Sud, Faculté de Médecine, Villejuif 94800, France
- Assistance Publique-Hôpitaux de Paris (AP-HP), Pôle de Biologie Médicale, Paul-Brousse University Hospital, Villejuif 94800, France
| | - Adam D Ewing
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
| | - Sandra R Richardson
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
| | - Geoffrey J Faulkner
- Mater Research Institute-University of Queensland, Woolloongabba, QLD 4102, Australia
- School of Biomedical Sciences, University of Queensland, Brisbane, QLD 4072, Australia
- Queensland Brain Institute, University of Queensland, Brisbane, QLD 4072, Australia
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14
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Spliced integrated retrotransposed element (SpIRE) formation in the human genome. PLoS Biol 2018; 16:e2003067. [PMID: 29505568 PMCID: PMC5860796 DOI: 10.1371/journal.pbio.2003067] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Revised: 03/20/2018] [Accepted: 02/14/2018] [Indexed: 12/20/2022] Open
Abstract
Human Long interspersed element-1 (L1) retrotransposons contain an internal RNA polymerase II promoter within their 5′ untranslated region (UTR) and encode two proteins, (ORF1p and ORF2p) required for their mobilization (i.e., retrotransposition). The evolutionary success of L1 relies on the continuous retrotransposition of full-length L1 mRNAs. Previous studies identified functional splice donor (SD), splice acceptor (SA), and polyadenylation sequences in L1 mRNA and provided evidence that a small number of spliced L1 mRNAs retrotransposed in the human genome. Here, we demonstrate that the retrotransposition of intra-5′UTR or 5′UTR/ORF1 spliced L1 mRNAs leads to the generation of spliced integrated retrotransposed elements (SpIREs). We identified a new intra-5′UTR SpIRE that is ten times more abundant than previously identified SpIREs. Functional analyses demonstrated that both intra-5′UTR and 5′UTR/ORF1 SpIREs lack Cis-acting transcription factor binding sites and exhibit reduced promoter activity. The 5′UTR/ORF1 SpIREs also produce nonfunctional ORF1p variants. Finally, we demonstrate that sequence changes within the L1 5′UTR over evolutionary time, which permitted L1 to evade the repressive effects of a host protein, can lead to the generation of new L1 splicing events, which, upon retrotransposition, generates a new SpIRE subfamily. We conclude that splicing inhibits L1 retrotransposition, SpIREs generally represent evolutionary “dead-ends” in the L1 retrotransposition process, mutations within the L1 5′UTR alter L1 splicing dynamics, and that retrotransposition of the resultant spliced transcripts can generate interindividual genomic variation. Long interspersed element-1 (L1) sequences comprise about 17% of the human genome reference sequence. The average human genome contains about 100 active L1s that mobilize throughout the genome by a “copy and paste” process termed retrotransposition. Active L1s encode two proteins (ORF1p and ORF2p). ORF1p and ORF2p preferentially bind to their encoding RNA, forming a ribonucleoprotein particle (RNP). During retrotransposition, the L1 RNP translocates to the nucleus, where the ORF2p endonuclease makes a single-strand nick in target site DNA that exposes a 3′ hydroxyl group in genomic DNA. The 3′ hydroxyl group then is used as a primer by the ORF2p reverse transcriptase to copy the L1 RNA into cDNA, leading to the integration of an L1 copy at a new genomic location. The evolutionary success of L1 requires the faithful retrotransposition of full-length L1 mRNAs; thus, it was surprising to find that a small number of L1 retrotransposition events are derived from spliced L1 mRNAs. By using genetic, biochemical, and computational approaches, we demonstrate that spliced L1 mRNAs can undergo an initial round of retrotransposition, leading to the generation of spliced integrated retrotransposed elements (SpIREs). SpIREs represent about 2% of previously annotated full-length primate-specific L1s in the human genome reference sequence. However, because splicing leads to intra-L1 deletions that remove critical sequences required for L1 expression, SpIREs generally cannot undergo subsequent rounds of retrotransposition and can be considered “dead on arrival” insertions. Our data further highlight how genetic conflict between L1 and its host has influenced L1 expression, L1 retrotransposition, and L1 splicing dynamics over evolutionary time.
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15
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Detection of subclonal L1 transductions in colorectal cancer by long-distance inverse-PCR and Nanopore sequencing. Sci Rep 2017; 7:14521. [PMID: 29109480 PMCID: PMC5673974 DOI: 10.1038/s41598-017-15076-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 10/20/2017] [Indexed: 02/07/2023] Open
Abstract
Long interspersed nuclear elements-1 (L1s) are a large family of retrotransposons. Retrotransposons are repetitive sequences that are capable of autonomous mobility via a copy-and-paste mechanism. In most copy events, only the L1 sequence is inserted, however, they can also mobilize the flanking non-repetitive region by a process known as 3' transduction. L1 insertions can contribute to genome plasticity and cause potentially tumorigenic genomic instability. However, detecting the activity of a particular source L1 and identifying new insertions stemming from it is a challenging task with current methodological approaches. We developed a long-distance inverse PCR (LDI-PCR) based approach to monitor the mobility of active L1 elements based on their 3' transduction activity. LDI-PCR requires no prior knowledge of the insertion target region. By applying LDI-PCR in conjunction with Nanopore sequencing (Oxford Nanopore Technologies) on one L1 reported to be particularly active in human cancer genomes, we detected 14 out of 15 3' transductions previously identified by whole genome sequencing in two different colorectal tumour samples. In addition we discovered 25 novel highly subclonal insertions. Furthermore, the long sequencing reads produced by LDI-PCR/Nanopore sequencing enabled the identification of both the 5' and 3' junctions and revealed detailed insertion sequence information.
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16
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Gardner EJ, Lam VK, Harris DN, Chuang NT, Scott EC, Pittard WS, Mills RE, Devine SE. The Mobile Element Locator Tool (MELT): population-scale mobile element discovery and biology. Genome Res 2017; 27:1916-1929. [PMID: 28855259 PMCID: PMC5668948 DOI: 10.1101/gr.218032.116] [Citation(s) in RCA: 208] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 08/07/2017] [Indexed: 01/22/2023]
Abstract
Mobile element insertions (MEIs) represent ∼25% of all structural variants in human genomes. Moreover, when they disrupt genes, MEIs can influence human traits and diseases. Therefore, MEIs should be fully discovered along with other forms of genetic variation in whole genome sequencing (WGS) projects involving population genetics, human diseases, and clinical genomics. Here, we describe the Mobile Element Locator Tool (MELT), which was developed as part of the 1000 Genomes Project to perform MEI discovery on a population scale. Using both Illumina WGS data and simulations, we demonstrate that MELT outperforms existing MEI discovery tools in terms of speed, scalability, specificity, and sensitivity, while also detecting a broader spectrum of MEI-associated features. Several run modes were developed to perform MEI discovery on local and cloud systems. In addition to using MELT to discover MEIs in modern humans as part of the 1000 Genomes Project, we also used it to discover MEIs in chimpanzees and ancient (Neanderthal and Denisovan) hominids. We detected diverse patterns of MEI stratification across these populations that likely were caused by (1) diverse rates of MEI production from source elements, (2) diverse patterns of MEI inheritance, and (3) the introgression of ancient MEIs into modern human genomes. Overall, our study provides the most comprehensive map of MEIs to date spanning chimpanzees, ancient hominids, and modern humans and reveals new aspects of MEI biology in these lineages. We also demonstrate that MELT is a robust platform for MEI discovery and analysis in a variety of experimental settings.
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Affiliation(s)
- Eugene J Gardner
- Program in Molecular Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
| | - Vincent K Lam
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
| | - Daniel N Harris
- Program in Molecular Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
| | - Nelson T Chuang
- Program in Molecular Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Division of Gastroenterology, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
| | - Emma C Scott
- Program in Molecular Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
| | - W Stephen Pittard
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, USA
| | - Ryan E Mills
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA.,Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | | | - Scott E Devine
- Program in Molecular Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA.,Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201, USA
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17
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L1 Mosaicism in Mammals: Extent, Effects, and Evolution. Trends Genet 2017; 33:802-816. [PMID: 28797643 DOI: 10.1016/j.tig.2017.07.004] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 06/30/2017] [Accepted: 07/14/2017] [Indexed: 10/19/2022]
Abstract
The retrotransposon LINE-1 (long interspersed element 1, L1) is a transposable element that has extensively colonized the mammalian germline. L1 retrotransposition can also occur in somatic cells, causing genomic mosaicism, as well as in cancer. However, the extent of L1-driven mosaicism arising during ontogenesis is unclear. We discuss here recent experimental data which, at a minimum, fully substantiate L1 mosaicism in early embryonic development and neural cells, including post-mitotic neurons. We also consider the possible biological impact of somatic L1 insertions in neurons, the existence of donor L1s that are highly active ('hot') in specific spatiotemporal niches, and the evolutionary selection of donor L1s driving neuronal mosaicism.
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18
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Deininger P, Morales ME, White TB, Baddoo M, Hedges DJ, Servant G, Srivastav S, Smither ME, Concha M, DeHaro DL, Flemington EK, Belancio VP. A comprehensive approach to expression of L1 loci. Nucleic Acids Res 2017; 45:e31. [PMID: 27899577 PMCID: PMC5389711 DOI: 10.1093/nar/gkw1067] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 11/09/2016] [Indexed: 11/14/2022] Open
Abstract
L1 elements represent the only currently active, autonomous retrotransposon in the human genome, and they make major contributions to human genetic instability. The vast majority of the 500 000 L1 elements in the genome are defective, and only a relatively few can contribute to the retrotransposition process. However, there is currently no comprehensive approach to identify the specific loci that are actively transcribed separate from the excess of L1-related sequences that are co-transcribed within genes. We have developed RNA-Seq procedures, as well as a 1200 bp 5΄ RACE product coupled with PACBio sequencing that can identify the specific L1 loci that contribute most of the L1-related RNA reads. At least 99% of L1-related sequences found in RNA do not arise from the L1 promoter, instead representing pieces of L1 incorporated in other cellular RNAs. In any given cell type a relatively few active L1 loci contribute to the 'authentic' L1 transcripts that arise from the L1 promoter, with significantly different loci seen expressed in different tissues.
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Affiliation(s)
- Prescott Deininger
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA.,Department of Epidemiology, Tulane University, New Orleans, LA 70112, USA
| | - Maria E Morales
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA
| | - Travis B White
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA
| | - Melody Baddoo
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA
| | - Dale J Hedges
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA
| | | | - Sudesh Srivastav
- Department of Structural and Cellular Biology, Tulane University, New Orleans, LA 70112, USA
| | | | - Monica Concha
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA.,Department of Biostatistics and Bioinformatics, Tulane University, New Orleans, LA 70112, USA
| | - Dawn L DeHaro
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA.,Department of Pathology, Tulane University, New Orleans, LA 70112, USA
| | - Erik K Flemington
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA.,Department of Biostatistics and Bioinformatics, Tulane University, New Orleans, LA 70112, USA
| | - Victoria P Belancio
- Tulane Cancer Center, Tulane University, New Orleans, LA 70112, USA.,Department of Pathology, Tulane University, New Orleans, LA 70112, USA
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19
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Abstract
Transposable elements give rise to interspersed repeats, sequences that comprise most of our genomes. These mobile DNAs have been historically underappreciated - both because they have been presumed to be unimportant, and because their high copy number and variability pose unique technical challenges. Neither impediment now seems steadfast. Interest in the human mobilome has never been greater, and methods enabling its study are maturing at a fast pace. This Review describes the activity of transposable elements in human cancers, particularly long interspersed element-1 (LINE-1). LINE-1 sequences are self-propagating, protein-coding retrotransposons, and their activity results in somatically acquired insertions in cancer genomes. Altered expression of transposable elements and animation of genomic LINE-1 sequences appear to be hallmarks of cancer, and can be responsible for driving mutations in tumorigenesis.
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Affiliation(s)
- Kathleen H Burns
- Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA
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20
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Transposable elements in cancer. NATURE REVIEWS. CANCER 2017. [PMID: 28642606 DOI: 10.1038/nrc.2017.35+[doi]] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Transposable elements give rise to interspersed repeats, sequences that comprise most of our genomes. These mobile DNAs have been historically underappreciated - both because they have been presumed to be unimportant, and because their high copy number and variability pose unique technical challenges. Neither impediment now seems steadfast. Interest in the human mobilome has never been greater, and methods enabling its study are maturing at a fast pace. This Review describes the activity of transposable elements in human cancers, particularly long interspersed element-1 (LINE-1). LINE-1 sequences are self-propagating, protein-coding retrotransposons, and their activity results in somatically acquired insertions in cancer genomes. Altered expression of transposable elements and animation of genomic LINE-1 sequences appear to be hallmarks of cancer, and can be responsible for driving mutations in tumorigenesis.
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21
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The Role of Somatic L1 Retrotransposition in Human Cancers. Viruses 2017; 9:v9060131. [PMID: 28561751 PMCID: PMC5490808 DOI: 10.3390/v9060131] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Revised: 05/09/2017] [Accepted: 05/22/2017] [Indexed: 02/06/2023] Open
Abstract
The human LINE-1 (or L1) element is a non-LTR retrotransposon that is mobilized through an RNA intermediate by an L1-encoded reverse transcriptase and other L1-encoded proteins. L1 elements remain actively mobile today and continue to mutagenize human genomes. Importantly, when new insertions disrupt gene function, they can cause diseases. Historically, L1s were thought to be active in the germline but silenced in adult somatic tissues. However, recent studies now show that L1 is active in at least some somatic tissues, including epithelial cancers. In this review, we provide an overview of these recent developments, and examine evidence that somatic L1 retrotransposition can initiate and drive tumorigenesis in humans. Recent studies have: (i) cataloged somatic L1 activity in many epithelial tumor types; (ii) identified specific full-length L1 source elements that give rise to somatic L1 insertions; and (iii) determined that L1 promoter hypomethylation likely plays an early role in the derepression of L1s in somatic tissues. A central challenge moving forward is to determine the extent to which L1 driver mutations can promote tumor initiation, evolution, and metastasis in humans.
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22
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Richardson SR, Gerdes P, Gerhardt DJ, Sanchez-Luque FJ, Bodea GO, Muñoz-Lopez M, Jesuadian JS, Kempen MJHC, Carreira PE, Jeddeloh JA, Garcia-Perez JL, Kazazian HH, Ewing AD, Faulkner GJ. Heritable L1 retrotransposition in the mouse primordial germline and early embryo. Genome Res 2017; 27:1395-1405. [PMID: 28483779 PMCID: PMC5538555 DOI: 10.1101/gr.219022.116] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Accepted: 05/02/2017] [Indexed: 12/31/2022]
Abstract
LINE-1 (L1) retrotransposons are a noted source of genetic diversity and disease in mammals. To expand its genomic footprint, L1 must mobilize in cells that will contribute their genetic material to subsequent generations. Heritable L1 insertions may therefore arise in germ cells and in pluripotent embryonic cells, prior to germline specification, yet the frequency and predominant developmental timing of such events remain unclear. Here, we applied mouse retrotransposon capture sequencing (mRC-seq) and whole-genome sequencing (WGS) to pedigrees of C57BL/6J animals, and uncovered an L1 insertion rate of ≥1 event per eight births. We traced heritable L1 insertions to pluripotent embryonic cells and, strikingly, to early primordial germ cells (PGCs). New L1 insertions bore structural hallmarks of target-site primed reverse transcription (TPRT) and mobilized efficiently in a cultured cell retrotransposition assay. Together, our results highlight the rate and evolutionary impact of heritable L1 retrotransposition and reveal retrotransposition-mediated genomic diversification as a fundamental property of pluripotent embryonic cells in vivo.
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Affiliation(s)
- Sandra R Richardson
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia
| | - Patricia Gerdes
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia
| | - Daniel J Gerhardt
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia.,Invenra, Incorporated, Madison, Wisconsin 53719, USA
| | - Francisco J Sanchez-Luque
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia.,Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research, Pfizer-University of Granada-Andalusian Regional Government, PTS Granada, 18016 Granada, Spain
| | - Gabriela-Oana Bodea
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia
| | - Martin Muñoz-Lopez
- Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research, Pfizer-University of Granada-Andalusian Regional Government, PTS Granada, 18016 Granada, Spain
| | - J Samuel Jesuadian
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia
| | | | - Patricia E Carreira
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia
| | | | - Jose L Garcia-Perez
- Department of Genomic Medicine, GENYO, Centre for Genomics and Oncological Research, Pfizer-University of Granada-Andalusian Regional Government, PTS Granada, 18016 Granada, Spain.,Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh EH4 2XU, United Kingdom
| | - Haig H Kazazian
- Institute of Genetic Medicine and Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA
| | - Adam D Ewing
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia
| | - Geoffrey J Faulkner
- Mater Research Institute-University of Queensland, Woolloongabba QLD 4102, Australia.,School of Biomedical Sciences.,Queensland Brain Institute, University of Queensland, Brisbane QLD 4072, Australia
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23
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Ardeljan D, Taylor MS, Ting DT, Burns KH. The Human Long Interspersed Element-1 Retrotransposon: An Emerging Biomarker of Neoplasia. Clin Chem 2017; 63:816-822. [PMID: 28188229 DOI: 10.1373/clinchem.2016.257444] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Accepted: 11/22/2016] [Indexed: 02/06/2023]
Abstract
BACKGROUND A large portion of intronic and intergenic space in our genome consists of repeated sequences. One of the most prevalent is the long interspersed element-1 (LINE-1, L1) mobile DNA. LINE-1 is rightly receiving increasing interest as a cancer biomarker. CONTENT Intact LINE-1 elements are self-propagating. They code for RNA and proteins that function to make more copies of the genomic element. Our current understanding is that this process is repressed in most normal cells, but that LINE-1 expression is a hallmark of many types of malignancy. Here, we will consider features of cancer cells when cellular defense mechanisms repressing LINE-1 go awry. We will review evidence that genomic LINE-1 methylation, LINE-1-encoded RNAs, and LINE-1 ORF1p (open reading frame 1 protein) may be useful in cancer diagnosis. SUMMARY The repetitive and variable nature of LINE-1 DNA sequences poses unique challenges to studying them, but recent advances in reagents and next generation sequencing present opportunities to characterize LINE-1 expression and activity in cancers and to identify clinical applications.
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Affiliation(s)
- Daniel Ardeljan
- McKusick-Nathans Institute of Genetic Medicine (IGM) and.,Medical Scientist Training Program (MSTP), Johns Hopkins University School of Medicine, Baltimore, MD
| | - Martin S Taylor
- Department of Pathology, Massachusetts General Hospital, Boston, MA
| | - David T Ting
- Department of Medicine and the Massachusetts General Hospital Cancer Center, Boston, MA
| | - Kathleen H Burns
- McKusick-Nathans Institute of Genetic Medicine (IGM) and .,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD
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24
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Next-generation sequencing-based detection of germline L1-mediated transductions. BMC Genomics 2016; 17:342. [PMID: 27161561 PMCID: PMC4862182 DOI: 10.1186/s12864-016-2670-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 04/26/2016] [Indexed: 01/01/2023] Open
Abstract
Background While active LINE-1 (L1) elements possess the ability to mobilize flanking sequences to different genomic loci through a process termed transduction influencing genomic content and structure, an approach for detecting polymorphic germline non-reference transductions in massively-parallel sequencing data has been lacking. Results Here we present the computational approach TIGER (Transduction Inference in GERmline genomes), enabling the discovery of non-reference L1-mediated transductions by combining L1 discovery with detection of unique insertion sequences and detailed characterization of insertion sites. We employed TIGER to characterize polymorphic transductions in fifteen genomes from non-human primate species (chimpanzee, orangutan and rhesus macaque), as well as in a human genome. We achieved high accuracy as confirmed by PCR and two single molecule DNA sequencing techniques, and uncovered differences in relative rates of transduction between primate species. Conclusions By enabling detection of polymorphic transductions, TIGER makes this form of relevant structural variation amenable for population and personal genome analysis. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-2670-x) contains supplementary material, which is available to authorized users.
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25
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Philippe C, Vargas-Landin DB, Doucet AJ, van Essen D, Vera-Otarola J, Kuciak M, Corbin A, Nigumann P, Cristofari G. Activation of individual L1 retrotransposon instances is restricted to cell-type dependent permissive loci. eLife 2016; 5. [PMID: 27016617 PMCID: PMC4866827 DOI: 10.7554/elife.13926] [Citation(s) in RCA: 105] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Accepted: 03/25/2016] [Indexed: 12/26/2022] Open
Abstract
LINE-1 (L1) retrotransposons represent approximately one sixth of the human genome, but only the human-specific L1HS-Ta subfamily acts as an endogenous mutagen in modern humans, reshaping both somatic and germline genomes. Due to their high levels of sequence identity and the existence of many polymorphic insertions absent from the reference genome, the transcriptional activation of individual genomic L1HS-Ta copies remains poorly understood. Here we comprehensively mapped fixed and polymorphic L1HS-Ta copies in 12 commonly-used somatic cell lines, and identified transcriptional and epigenetic signatures allowing the unambiguous identification of active L1HS-Ta copies in their genomic context. Strikingly, only a very restricted subset of L1HS-Ta loci - some being polymorphic among individuals - significantly contributes to the bulk of L1 expression, and these loci are differentially regulated among distinct cell lines. Thus, our data support a local model of L1 transcriptional activation in somatic cells, governed by individual-, locus-, and cell-type-specific determinants. DOI:http://dx.doi.org/10.7554/eLife.13926.001 Retrotransposons, also known as jumping genes, have invaded the genomes of most living organisms. These fragments of DNA have the ability to move or copy themselves from one location of a chromosome to another. Depending on where they insert themselves, retrotransposons can modify the sequence of nearby genes, which can alter or even abolish their activity. Although these genetic modifications have contributed significantly to the evolution of different species, retrotransposons can also have detrimental effects; for example, by causing new cases of genetic diseases. Adult human cells have a number of mechanisms that work to keep the activity of retrotransposons at a very low level. However, in many types of cancers retrotransposons escape these defense mechanisms and ‘jump’ actively. This is thought to contribute to the development and spread of cancerous tumors. To understand how jumping genes are mobilized, a fundamental question must be answered: is the high jumping gene activity observed in some cell types a result of activating many copies of the retrotransposons, or only a few of them? This question has been difficult to address because there are more than one hundred copies of retrotransposons that could potentially move in humans, many of which have not even been referenced in the human genome map. Furthermore, each copy is almost identical to another one, making it difficult to discriminate between them. Philippe et al. have now developed an approach that can map where individual retrotransposons are located in the genome of normal and cancerous cells and measure how active these jumping genes are. This revealed that only a very restricted number of them are active in any given cell type. Moreover, different subsets of jumping genes are active in different cell types, and their locations in the genome often do not overlap. Thus, whether jumping genes are activated depends on the cell type and their position in the genome. These results are in contrast to the prevalent view that retrotransposons are activated in a more widespread manner across the genome, at least in cancerous cells. Overall, Philippe et al.’s findings pave the way towards characterizing the chromosome regions in which retrotransposons are frequently activated and understanding how they contribute to cancer and other diseases. DOI:http://dx.doi.org/10.7554/eLife.13926.002
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Affiliation(s)
- Claude Philippe
- INSERM U1081, CNRS UMR 7284, Institute for Research on Cancer and Aging of Nice, Nice, France.,Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France.,FHU OncoAge, University of Nice-Sophia Antipolis, Nice, France
| | - Dulce B Vargas-Landin
- INSERM U1081, CNRS UMR 7284, Institute for Research on Cancer and Aging of Nice, Nice, France.,Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France.,Ecole Normale Supérieure, Paris, France
| | - Aurélien J Doucet
- INSERM U1081, CNRS UMR 7284, Institute for Research on Cancer and Aging of Nice, Nice, France.,Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France.,FHU OncoAge, University of Nice-Sophia Antipolis, Nice, France
| | - Dominic van Essen
- INSERM U1081, CNRS UMR 7284, Institute for Research on Cancer and Aging of Nice, Nice, France.,Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France
| | - Jorge Vera-Otarola
- INSERM U1081, CNRS UMR 7284, Institute for Research on Cancer and Aging of Nice, Nice, France.,Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France
| | - Monika Kuciak
- INSERM U1081, CNRS UMR 7284, Institute for Research on Cancer and Aging of Nice, Nice, France.,Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France.,Ecole Normale Supérieure de Lyon, Lyon, France
| | | | - Pilvi Nigumann
- INSERM U1081, CNRS UMR 7284, Institute for Research on Cancer and Aging of Nice, Nice, France.,Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France
| | - Gaël Cristofari
- INSERM U1081, CNRS UMR 7284, Institute for Research on Cancer and Aging of Nice, Nice, France.,Faculty of Medicine, University of Nice-Sophia Antipolis, Nice, France.,FHU OncoAge, University of Nice-Sophia Antipolis, Nice, France
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26
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Abstract
Transposable elements have had a profound impact on the structure and function of mammalian genomes. The retrotransposon Long INterspersed Element-1 (LINE-1 or L1), by virtue of its replicative mobilization mechanism, comprises ∼17% of the human genome. Although the vast majority of human LINE-1 sequences are inactive molecular fossils, an estimated 80-100 copies per individual retain the ability to mobilize by a process termed retrotransposition. Indeed, LINE-1 is the only active, autonomous retrotransposon in humans and its retrotransposition continues to generate both intra-individual and inter-individual genetic diversity. Here, we briefly review the types of transposable elements that reside in mammalian genomes. We will focus our discussion on LINE-1 retrotransposons and the non-autonomous Short INterspersed Elements (SINEs) that rely on the proteins encoded by LINE-1 for their mobilization. We review cases where LINE-1-mediated retrotransposition events have resulted in genetic disease and discuss how the characterization of these mutagenic insertions led to the identification of retrotransposition-competent LINE-1s in the human and mouse genomes. We then discuss how the integration of molecular genetic, biochemical, and modern genomic technologies have yielded insight into the mechanism of LINE-1 retrotransposition, the impact of LINE-1-mediated retrotransposition events on mammalian genomes, and the host cellular mechanisms that protect the genome from unabated LINE-1-mediated retrotransposition events. Throughout this review, we highlight unanswered questions in LINE-1 biology that provide exciting opportunities for future research. Clearly, much has been learned about LINE-1 and SINE biology since the publication of Mobile DNA II thirteen years ago. Future studies should continue to yield exciting discoveries about how these retrotransposons contribute to genetic diversity in mammalian genomes.
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27
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Rahbari R, Badge RM. Combining Amplification Typing of L1 Active Subfamilies (ATLAS) with High-Throughput Sequencing. Methods Mol Biol 2016; 1400:95-106. [PMID: 26895048 DOI: 10.1007/978-1-4939-3372-3_6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
With the advent of new generations of high-throughput sequencing technologies, the catalog of human genome variants created by retrotransposon activity is expanding rapidly. However, despite these advances in describing L1 diversity and the fact that L1 must retrotranspose in the germline or prior to germline partitioning to be evolutionarily successful, direct assessment of de novo L1 retrotransposition in the germline or early embryogenesis has not been achieved for endogenous L1 elements. A direct study of de novo L1 retrotransposition into susceptible loci within sperm DNA (Freeman et al., Hum Mutat 32(8):978-988, 2011) suggested that the rate of L1 retrotransposition in the germline is much lower than previously estimated (<1 in 400 individuals versus 1 in 9 individuals (Kazazian, Nat Genet 22(2):130, 1999). Based on these revised estimates of the L1 retrotransposition rate, we modified the ATLAS L1 display technique (Badge et al., Am J Hum Genet 72(4):823-838, 2003) to investigate de novo L1 retrotransposition in human genomes. In this chapter, we describe how we combined a high-coverage ATLAS variant with high-throughput sequencing, achieving 11-25× sequence depth per single amplicon, to study L1 retrotransposition in whole genome amplified (WGA) DNAs.
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Affiliation(s)
- Raheleh Rahbari
- The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.
| | - Richard M Badge
- Department of Genetics, University of Leicester, Leicester, UK
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28
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Paterson AL, Weaver JMJ, Eldridge MD, Tavaré S, Fitzgerald RC, Edwards PAW. Mobile element insertions are frequent in oesophageal adenocarcinomas and can mislead paired-end sequencing analysis. BMC Genomics 2015; 16:473. [PMID: 26159513 PMCID: PMC4498532 DOI: 10.1186/s12864-015-1685-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Accepted: 06/05/2015] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Mobile elements are active in the human genome, both in the germline and cancers, where they can mutate driver genes. RESULTS While analysing whole genome paired-end sequencing of oesophageal adenocarcinomas to find genomic rearrangements, we identified three ways in which new mobile element insertions appear in the data, resembling translocation or insertion junctions: inserts where unique sequence has been transduced by an L1 (Long interspersed element 1) mobile element; novel inserts that are confidently, but often incorrectly, mapped by alignment software to L1s or polyA tracts in the reference sequence; and a combination of these two ways, where different sequences within one insert are mapped to different loci. We identified nine unique sequences that were transduced by neighbouring L1s, both L1s in the reference genome and L1s not present in the reference. Many of the resulting inserts were small fragments that include little or no recognisable mobile element sequence. We found 6 loci in the reference genome to which sequence reads from inserts were frequently mapped, probably erroneously, by alignment software: these were either L1 sequence or particularly long polyA runs. Inserts identified from such apparent rearrangement junctions averaged 16 inserts/tumour, range 0-153 insertions in 43 tumours. However, many inserts would not be detected by mapping the sequences to the reference genome, because they do not include sufficient mappable sequence. To estimate total somatic inserts we searched for polyA sequences that were not present in the matched normal or other normals from the same tumour batch, and were not associated with known polymorphisms. Samples of these candidate inserts were verified by sequencing across them or manual inspection of surrounding reads: at least 85 % were somatic and resembled L1-mediated events, most including L1Hs sequence. Approximately 100 such inserts were detected per tumour on average (range zero to approximately 700). CONCLUSIONS Somatic mobile elements insertions are abundant in these tumours, with over 75 % of cases having a number of novel inserts detected. The inserts create a variety of problems for the interpretation of paired-end sequencing data.
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Affiliation(s)
- Anna L Paterson
- Department of Pathology, University of Cambridge, Hutchison-MRC Research Centre, Cambridge, UK.
- MRC Cancer Unit, Hutchison-MRC Research Centre, University of Cambridge, Cambridge, UK.
- Department of Pathology, Addenbrookes Hospital, Cambridge, UK.
| | - Jamie M J Weaver
- Department of Pathology, University of Cambridge, Hutchison-MRC Research Centre, Cambridge, UK.
- MRC Cancer Unit, Hutchison-MRC Research Centre, University of Cambridge, Cambridge, UK.
| | - Matthew D Eldridge
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
| | - Simon Tavaré
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
| | - Rebecca C Fitzgerald
- MRC Cancer Unit, Hutchison-MRC Research Centre, University of Cambridge, Cambridge, UK.
| | - Paul A W Edwards
- Department of Pathology, University of Cambridge, Hutchison-MRC Research Centre, Cambridge, UK.
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29
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Upton KR, Gerhardt DJ, Jesuadian JS, Richardson SR, Sánchez-Luque FJ, Bodea GO, Ewing AD, Salvador-Palomeque C, van der Knaap MS, Brennan PM, Vanderver A, Faulkner GJ. Ubiquitous L1 mosaicism in hippocampal neurons. Cell 2015; 161:228-39. [PMID: 25860606 PMCID: PMC4398972 DOI: 10.1016/j.cell.2015.03.026] [Citation(s) in RCA: 231] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Revised: 12/28/2014] [Accepted: 02/25/2015] [Indexed: 01/10/2023]
Abstract
Somatic LINE-1 (L1) retrotransposition during neurogenesis is a potential source of genotypic variation among neurons. As a neurogenic niche, the hippocampus supports pronounced L1 activity. However, the basal parameters and biological impact of L1-driven mosaicism remain unclear. Here, we performed single-cell retrotransposon capture sequencing (RC-seq) on individual human hippocampal neurons and glia, as well as cortical neurons. An estimated 13.7 somatic L1 insertions occurred per hippocampal neuron and carried the sequence hallmarks of target-primed reverse transcription. Notably, hippocampal neuron L1 insertions were specifically enriched in transcribed neuronal stem cell enhancers and hippocampus genes, increasing their probability of functional relevance. In addition, bias against intronic L1 insertions sense oriented relative to their host gene was observed, perhaps indicating moderate selection against this configuration in vivo. These experiments demonstrate pervasive L1 mosaicism at genomic loci expressed in hippocampal neurons. An estimated 13.7 somatic L1 insertions occur per hippocampal neuron, on average Target-primed reverse transcription drives somatic L1 retrotransposition Somatic L1 insertions sense oriented to introns are depleted in neurons and glia Hippocampus genes and enhancers are strikingly enriched for somatic L1 insertions
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Affiliation(s)
- Kyle R Upton
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia
| | - Daniel J Gerhardt
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia
| | - J Samuel Jesuadian
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia
| | - Sandra R Richardson
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia
| | - Francisco J Sánchez-Luque
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia
| | - Gabriela O Bodea
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia
| | - Adam D Ewing
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia
| | - Carmen Salvador-Palomeque
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia
| | - Marjo S van der Knaap
- Department of Child Neurology, Neuroscience Campus Amsterdam, VU University Medical Center, 1081 HV Amsterdam, The Netherlands
| | - Paul M Brennan
- Edinburgh Cancer Research Centre, Western General Hospital, Edinburgh, EH4 2XR, UK
| | - Adeline Vanderver
- Center for Genetic Medicine Research, Children's National Medical Center, Washington, DC 20010, USA
| | - Geoffrey J Faulkner
- Mater Research Institute - University of Queensland, TRI Building, Woolloongabba QLD 4102, Australia; Queensland Brain Institute, University of Queensland, Brisbane QLD 4072, Australia.
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30
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Macfarlane CM, Badge RM. Genome-wide amplification of proviral sequences reveals new polymorphic HERV-K(HML-2) proviruses in humans and chimpanzees that are absent from genome assemblies. Retrovirology 2015; 12:35. [PMID: 25927962 PMCID: PMC4422153 DOI: 10.1186/s12977-015-0162-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Accepted: 03/30/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To date, the human population census of proviruses of the Betaretrovirus-like human endogenous retroviral (HERV-K) (HML-2) family has been compiled from a limited number of complete genomes, making it certain that rare polymorphic loci are under-represented and are yet to be described. RESULTS Here we describe a suppression PCR-based method called genome-wide amplification of proviral sequences (GAPS) that selectively amplifies DNA fragments containing the termini of HERV-K(HML-2) proviral sequences and their flanking genomic sequences. We analysed the HERV-K(HML-2) proviral content of 101 unrelated humans, 4 common chimpanzees and three centre d'etude du polymorphisme humain (CEPH) pedigrees (44 individuals). The technique isolated HERV-K(HML-2) proviruses that had integrated in the genomes of the great apes throughout their divergence and included evolutionarily young elements still unfixed for presence/absence. CONCLUSIONS By examining the HERV-K(HML-2) proviral content of 145 humans we detected a new insertionally polymorphic Type I HERV-K(HML-2) provirus. We also observed provirus versus solo long terminal repeat (LTR) polymorphism within humans at a previously unreported, but ancient, locus. Finally, we report two novel chimpanzee specific proviruses, one of which is dimorphic for a provirus versus solo LTR. Thus GAPS enables the isolation of uncharacterised HERV-K(HML-2) proviral sequences and provides a direct means to assess inter-individual genetic variation associated with HERV-K(HML-2) proviruses.
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Affiliation(s)
- Catriona M Macfarlane
- Department of Genetics, University of Leicester, University Road, Leicester, LE1 7RH, UK.
| | - Richard M Badge
- Department of Genetics, University of Leicester, University Road, Leicester, LE1 7RH, UK.
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31
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Doucet AJ, Droc G, Siol O, Audoux J, Gilbert N. U6 snRNA Pseudogenes: Markers of Retrotransposition Dynamics in Mammals. Mol Biol Evol 2015; 32:1815-32. [PMID: 25761766 PMCID: PMC4476161 DOI: 10.1093/molbev/msv062] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Transposable elements comprise more than 45% of the human genome and long interspersed nuclear element 1 (LINE-1 or L1) is the only autonomous mobile element remaining active. Since its identification, it has been proposed that L1 contributes to the mobilization and amplification of other cellular RNAs and more recently, experimental demonstrations of this function has been described for many transcripts such as Alu, a nonautonomous mobile element, cellular mRNAs, or small noncoding RNAs. Detailed examination of the mobilization of various cellular RNAs revealed distinct pathways by which they could be recruited during retrotransposition; template choice or template switching. Here, by analyzing genomic structures and retrotransposition signatures associated with small nuclear RNA (snRNA) sequences, we identified distinct recruiting steps during the L1 retrotransposition cycle for the formation of snRNA-processed pseudogenes. Interestingly, some of the identified recruiting steps take place in the nucleus. Moreover, after comparison to other vertebrate genomes, we established that snRNA amplification by template switching is common to many LINE families from several LINE clades. Finally, we suggest that U6 snRNA copies can serve as markers of L1 retrotransposition dynamics in mammalian genomes.
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Affiliation(s)
- Aurélien J Doucet
- Institut de Génétique Humaine, CNRS, UPR 1142, Montpellier, France Institute for Research on Cancer and Aging, Nice (IRCAN), INSERM, U1081, CNRS UMR 7284, Nice, France
| | - Gaëtan Droc
- Institut de Génétique Humaine, CNRS, UPR 1142, Montpellier, France Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad), UMR AGAP, Montpellier, France
| | - Oliver Siol
- Institut de Génétique Humaine, CNRS, UPR 1142, Montpellier, France Institut de Génétique Humaine, CNRS, UPR 1142, Montpellier, France
| | - Jérôme Audoux
- Institute for Regenerative Medicine and Biotherapy, INSERM, U1183, Montpellier, France
| | - Nicolas Gilbert
- Institut de Génétique Humaine, CNRS, UPR 1142, Montpellier, France Institute for Regenerative Medicine and Biotherapy, INSERM, U1183, Montpellier, France
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32
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Affiliation(s)
- Sandra R. Richardson
- Mater Research Institute, The University of Queensland, Translational Research Institute, Woolloongabba QLD 4102, Australia;
| | - Santiago Morell
- Mater Research Institute, The University of Queensland, Translational Research Institute, Woolloongabba QLD 4102, Australia;
| | - Geoffrey J. Faulkner
- Mater Research Institute, The University of Queensland, Translational Research Institute, Woolloongabba QLD 4102, Australia;
- School of Biomedical Sciences, The University of Queensland, Brisbane QLD 4072, Australia
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33
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Tubio JMC, Li Y, Ju YS, Martincorena I, Cooke SL, Tojo M, Gundem G, Pipinikas CP, Zamora J, Raine K, Menzies A, Roman-Garcia P, Fullam A, Gerstung M, Shlien A, Tarpey PS, Papaemmanuil E, Knappskog S, Van Loo P, Ramakrishna M, Davies HR, Marshall J, Wedge DC, Teague JW, Butler AP, Nik-Zainal S, Alexandrov L, Behjati S, Yates LR, Bolli N, Mudie L, Hardy C, Martin S, McLaren S, O'Meara S, Anderson E, Maddison M, Gamble S, Foster C, Warren AY, Whitaker H, Brewer D, Eeles R, Cooper C, Neal D, Lynch AG, Visakorpi T, Isaacs WB, Veer LV, Caldas C, Desmedt C, Sotiriou C, Aparicio S, Foekens JA, Eyfjörd JE, Lakhani SR, Thomas G, Myklebost O, Span PN, Børresen-Dale AL, Richardson AL, Van de Vijver M, Vincent-Salomon A, Van den Eynden GG, Flanagan AM, Futreal PA, Janes SM, Bova GS, Stratton MR, McDermott U, Campbell PJ. Mobile DNA in cancer. Extensive transduction of nonrepetitive DNA mediated by L1 retrotransposition in cancer genomes. Science 2014; 345:1251343. [PMID: 25082706 PMCID: PMC4380235 DOI: 10.1126/science.1251343] [Citation(s) in RCA: 283] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Long interspersed nuclear element-1 (L1) retrotransposons are mobile repetitive elements that are abundant in the human genome. L1 elements propagate through RNA intermediates. In the germ line, neighboring, nonrepetitive sequences are occasionally mobilized by the L1 machinery, a process called 3' transduction. Because 3' transductions are potentially mutagenic, we explored the extent to which they occur somatically during tumorigenesis. Studying cancer genomes from 244 patients, we found that tumors from 53% of the patients had somatic retrotranspositions, of which 24% were 3' transductions. Fingerprinting of donor L1s revealed that a handful of source L1 elements in a tumor can spawn from tens to hundreds of 3' transductions, which can themselves seed further retrotranspositions. The activity of individual L1 elements fluctuated during tumor evolution and correlated with L1 promoter hypomethylation. The 3' transductions disseminated genes, exons, and regulatory elements to new locations, most often to heterochromatic regions of the genome.
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Affiliation(s)
| | - Yilong Li
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Young Seok Ju
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | | | - Marta Tojo
- Department of Physiology, School of Medicine–Center for Resesarch in Molecular Medicine and Chronic Diseases, Instituto de Investigaciones Sanitarias, University of Santiago de Compostela, Spain
| | - Gunes Gundem
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | - Jorge Zamora
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Keiran Raine
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Andrew Menzies
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | - Anthony Fullam
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Moritz Gerstung
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Adam Shlien
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | | | - Stian Knappskog
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Peter Van Loo
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Human Genome Laboratory, Department of Human Genetics, VIB and KU Leuven, Leuven, Belgium
| | | | - Helen R. Davies
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - John Marshall
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - David C. Wedge
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Jon W. Teague
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Adam P. Butler
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Serena Nik-Zainal
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Cambridge University Hospitals National Health Service (NHS) Foundation Trust, Cambridge, UK
| | | | - Sam Behjati
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Lucy R. Yates
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Niccolo Bolli
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Department of Haematology, University of Cambridge, Cambridge, UK
| | - Laura Mudie
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Claire Hardy
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Sancha Martin
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Stuart McLaren
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Sarah O'Meara
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | - Mark Maddison
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Stephen Gamble
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | | | - Anne Y. Warren
- Cambridge University Hospitals National Health Service (NHS) Foundation Trust, Cambridge, UK
| | - Hayley Whitaker
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Daniel Brewer
- Institute of Cancer Research, Sutton, London, UK
- University of East Anglia, Norwich, UK
| | | | - Colin Cooper
- Institute of Cancer Research, Sutton, London, UK
- University of East Anglia, Norwich, UK
| | - David Neal
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Andy G. Lynch
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Tapio Visakorpi
- Institute of Biosciences and Medical Technology–BioMediTech, University of Tampere and Tampere University Hospital, Tampere, Finland
| | | | | | - Carlos Caldas
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Christine Desmedt
- Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Christos Sotiriou
- Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Sam Aparicio
- British Columbia Cancer Agency, Vancouver, Canada
| | - John A. Foekens
- Department of Medical Oncology, Erasmus Medical Center Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | | | - Sunil R. Lakhani
- School of Medicine, University of Queensland, Brisbane, Australia
- Pathology Queensland, Royal Brisbane and Women’s Hospital, Brisbane, Australia
- UQ Centre for Clinical Research, University of Queensland, Brisbane, Australia
| | - Gilles Thomas
- Université Lyon 1, Institut National du Cancer (INCa)–Synergie, Lyon, France
| | - Ola Myklebost
- Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Paul N. Span
- Department of Radiation Oncology and Department of Laboratory Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | | | | | - Marc Van de Vijver
- Department of Pathology, Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, Netherlands
| | - Anne Vincent-Salomon
- Institut Bergonié, 229 cours de l’Argone, 33076 Bordeaux, France
- Institut Curie, Department of Tumor Biology, 26 rue d’Ulm, 75248 Paris cédex 05, France
| | - Gert G. Van den Eynden
- Translational Cancer Research Unit and Department of Pathology, GZA Hospitals, Antwerp, Belgium
| | - Adrienne M. Flanagan
- Royal National Orthopaedic Hospital, Middlesex, UK
- UCL Cancer Institute, University College London, London, UK
| | - P. Andrew Futreal
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- MD Anderson Cancer Center, Houston, TX, USA
| | - Sam M. Janes
- Lungs for Living Research Centre, Rayne Institute, University College London (UCL), London, UK
| | - G. Steven Bova
- Institute of Biosciences and Medical Technology–BioMediTech, University of Tampere and Tampere University Hospital, Tampere, Finland
| | | | - Ultan McDermott
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
| | - Peter J. Campbell
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Cambridge University Hospitals National Health Service (NHS) Foundation Trust, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge, UK
| | | | | | - ICGC Prostate Cancer Group
- Wellcome Trust Sanger Institute, Hinxton, Cambridgeshire, UK
- Institute of Cancer Research, Sutton, London, UK
- Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK
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