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18 Feb 2021
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Traces of transposable element in genome dark matter co-opted by flowering gene regulation networks

Using small fragments to discover old TE remnants: the Duster approach empowers the TE detection

Recommended by ORCID_LOGO based on reviews by Josep Casacuberta and 1 anonymous reviewer

Transposable elements are the raw material of the dark matter of the genome, the foundation of the next generation of genes and regulation networks". This sentence could be the essence of the paper of Baud et al. (2021). Transposable elements (TEs) are endogenous mobile genetic elements found in almost all genomes, which were discovered in 1948 by Barbara McClintock (awarded in 1983 the only unshared Medicine Nobel Prize so far). TEs are present everywhere, from a single isolated copy for some elements to more than millions for others, such as Alu. They are founders of major gene lineages (HET-A, TART and telomerases, RAG1/RAG2 proteins from mammals immune system; Diwash et al, 2017), and even of retroviruses (Xiong & Eickbush, 1988). However, most TEs appear as selfish elements that replicate, land in a new genomic region, then start to decay and finally disappear in the midst of the genome, turning into genomic ‘dark matter’ (Vitte et al, 2007). The mutations (single point, deletion, recombination, and so on) that occur during this slow death erase some of their most notable features and signature sequences, rendering them completely unrecognizable after a few million years. Numerous TE detection tools have tried to optimize their detection (Goerner-Potvin & Bourque, 2018), but further improvement is definitely challenging. This is what Baud et al. (2021) accomplished in their paper. They used a simple, elegant and efficient k-mer based approach to find small signatures that, when accumulated, allow identifying very old TEs. Using this method, called Duster, they improved the amount of annotated TEs in the model plant Arabidopsis thaliana by 20%, pushing the part of this genome occupied by TEs up from 40 to almost 50%. They further observed that these very old Duster-specific TEs (i.e., TEs that are only detected by Duster) are, among other properties, close to genes (much more than recent TEs), not targeted by small RNA pathways, and highly associated with conserved regions across the rosid family. In addition, they are highly associated with flowering or stress response genes, and may be involved through exaptation in the evolution of responses to environmental changes. TEs are not just selfish elements: more and more studies have shown their key role in the evolution of their hosts, and tools such as Duster will help us better understand their impact.
 

References

Baud, A., Wan, M., Nouaud, D., Francillonne, N., Anxolabéhère, D. and Quesneville, H. (2021). Traces of transposable elements in genome dark matter co-opted by flowering gene regulation networks. bioRxiv, 547877, ver. 5 peer-reviewed and recommended by PCI Genomics.doi: https://doi.org/10.1101/547877
 
Bourque, G., Burns, K.H., Gehring, M. et al. (2018) Ten things you should know about transposable elements. Genome Biology 19:199. doi: https://doi.org/10.1186/s13059-018-1577-z
 
Goerner-Potvin, P., Bourque, G. Computational tools to unmask transposable elements. Nature Reviews Genetics 19:688–704 (2018) https://doi.org/10.1038/s41576-018-0050-x
 
Jangam, D., Feschotte, C. and Betrán, E. (2017) Transposable element domestication as an adaptation to evolutionary conflicts. Trends in Genetics 33:817-831. doi: https://doi.org/10.1016/j.tig.2017.07.011
 
Vitte, C., Panaud, O. and Quesneville, H. (2007) LTR retrotransposons in rice (Oryza sativa, L.): recent burst amplifications followed by rapid DNA loss. BMC Genomics 8:218. doi: https://doi.org/10.1186/1471-2164-8-218
 
Xiong, Y. and Eickbush, T. H. (1988) Similarity of reverse transcriptase-like sequences of viruses, transposable elements, and mitochondrial introns. Molecular Biology and Evolution 5: 675–690. doi: https://doi.org/10.1093/oxfordjournals.molbev.a040521

Traces of transposable element in genome dark matter co-opted by flowering gene regulation networksAgnes Baud, Mariene Wan, Danielle Nouaud, Nicolas Francillonne, Dominique Anxolabehere, Hadi Quesneville<p>Transposable elements (TEs) are mobile, repetitive DNA sequences that make the largest contribution to genome bulk. They thus contribute to the so-called 'dark matter of the genome', the part of the genome in which nothing is immediately recogn...Bioinformatics, Evolutionary genomics, Functional genomics, Plants, Structural genomics, Viruses and transposable elementsFrancois SabotAnonymous, Josep Casacuberta2020-04-07 17:12:12 View
19 Jul 2021
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TransPi - a comprehensive TRanscriptome ANalysiS PIpeline for de novo transcriptome assembly

TransPI: A balancing act between transcriptome assemblers

Recommended by based on reviews by Gustavo Sanchez and Juan Daniel Montenegro Cabrera

Ever since the introduction of the first widely usable assemblers for transcriptomic reads (Huang and Madan 1999; Schulz et al. 2012; Simpson et al. 2009; Trapnell et al. 2010, and many more), it has been a technical challenge to compare different methods and to choose the “right” or “best” assembly. It took years until the first widely accepted set of benchmarks beyond raw statistical evaluation became available (e.g., Parra, Bradnam, and Korf 2007; Simão et al. 2015)⁠⁠. However, an approach to find the right balance between the number of transcripts or isoforms vs. evolutionary completeness measures has been lacking. This has been particularly pronounced in the field of non-model organisms (i.e., wild species that lack a genomic reference). Often, studies in this area employed only one set of assembly tools (the most often used to this day being Trinity, Haas et al. 2013; Grabherr et al. 2011)⁠. While it was relatively straightforward to obtain an initial assembly, its validation, annotation, as well its application to the particular purpose that the study was designed for (phylogenetics, differential gene expression, etc) lacked a clear workflow. This led to many studies using a custom set of tools with ensuing various degrees of reproducibility.

TransPi (Rivera-Vicéns et al. 2021)⁠ fills this gap by first employing a meta approach using several available transcriptome assemblers and algorithms to produce a combined and reduced transcriptome assembly, then validating and annotating the resulting transcriptome. Notably, TransPI performs an extensive analysis/detection of chimeric transcripts, the results of which show that this new tool often produces fewer misassemblies compared to Trinity. TransPI not only generates a final report that includes the most important plots (in clickable/zoomable format) but also stores all relevant intermediate files, allowing advanced users to take a deeper look and/or experiment with different settings. As running TransPi is largely automated (including its installation via several popular package managers), it is very user-friendly and is likely to become the new "gold standard" for transcriptome analyses, especially of non-model organisms.  

References

Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, Adiconis X, Fan L, Raychowdhury R, Zeng Q, Chen Z, Mauceli E, Hacohen N, Gnirke A, Rhind N, di Palma F, Birren BW, Nusbaum C, Lindblad-Toh K, Friedman N, Regev A (2011) Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nature Biotechnology, 29, 644–652. https://doi.org/10.1038/nbt.1883

Haas BJ, Papanicolaou A, Yassour M, Grabherr M, Blood PD, Bowden J, Couger MB, Eccles D, Li B, Lieber M, MacManes MD, Ott M, Orvis J, Pochet N, Strozzi F, Weeks N, Westerman R, William T, Dewey CN, Henschel R, LeDuc RD, Friedman N, Regev A (2013) De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nature Protocols, 8, 1494–1512. https://doi.org/10.1038/nprot.2013.084

Huang X, Madan A (1999) CAP3: A DNA Sequence Assembly Program. Genome Research, 9, 868–877. https://doi.org/10.1101/gr.9.9.868

Parra G, Bradnam K, Korf I (2007) CEGMA: a pipeline to accurately annotate core genes in eukaryotic genomes. Bioinformatics, 23, 1061–1067. https://doi.org/10.1093/bioinformatics/btm071

Rivera-Vicéns RE, Garcia-Escudero CA, Conci N, Eitel M, Wörheide G (2021) TransPi – a comprehensive TRanscriptome ANalysiS PIpeline for de novo transcriptome assembly. bioRxiv, 2021.02.18.431773, ver. 3 peer-reviewed and recommended by Peer Community in Genomics. https://doi.org/10.1101/2021.02.18.431773

Schulz MH, Zerbino DR, Vingron M, Birney E (2012) Oases: robust de novo RNA-seq assembly across the dynamic range of expression levels. Bioinformatics, 28, 1086–1092. https://doi.org/10.1093/bioinformatics/bts094

Simão FA, Waterhouse RM, Ioannidis P, Kriventseva EV, Zdobnov EM (2015) BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs. Bioinformatics, 31, 3210–3212. https://doi.org/10.1093/bioinformatics/btv351

Simpson JT, Wong K, Jackman SD, Schein JE, Jones SJM, Birol İ (2009) ABySS: A parallel assembler for short read sequence data. Genome Research, 19, 1117–1123. https://doi.org/10.1101/gr.089532.108

Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, van Baren MJ, Salzberg SL, Wold BJ, Pachter L (2010) Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation. Nature Biotechnology, 28, 511–515. https://doi.org/10.1038/nbt.1621

TransPi - a comprehensive TRanscriptome ANalysiS PIpeline for de novo transcriptome assemblyRamon E Rivera-Vicens, Catalina Garcia-Escudero, Nicola Conci, Michael Eitel, Gert Wörheide<p style="text-align: justify;">The use of RNA-Seq data and the generation of de novo transcriptome assemblies have been pivotal for studies in ecology and evolution. This is distinctly true for non-model organisms, where no genome information is ...Bioinformatics, Evolutionary genomicsOleg Simakov2021-02-18 20:56:08 View
26 Jun 2024
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Transposable element expression with variation in sex chromosome number supports a toxic Y effect on human longevity

The number of Y chromosomes is positively associated with transposable element expression in humans, in line with the toxic Y hypothesis

Recommended by ORCID_LOGO based on reviews by 3 anonymous reviewers

The study of human longevity has long been a source of fascination for scientists, particularly in relation to the genetic factors that contribute to differences in lifespan between the sexes. One particularly intriguing area of research concerns the Y chromosome and its impact on male longevity. The Y chromosome expresses genes that are essential for male development and reproduction. However, it may also influence various physiological processes and health outcomes. It is therefore of great importance to investigate the impact of the Y chromosome on longevity. This may assist in elucidating the biological mechanisms underlying sex-specific differences in aging and disease susceptibility. As longevity research progresses, the Y chromosome's role presents a promising avenue for elucidating the complex interplay between genetics and aging.

Transposable elements (TEs), often referred to as "jumping genes", are DNA sequences that can move within the genome, potentially causing mutations and genomic instability. In young, healthy cells, various mechanisms, including DNA methylation and histone modifications, suppress TE activity to maintain genomic integrity. However, as individuals age, these regulatory mechanisms may deteriorate, leading to increased TE activity. This dysregulation could contribute to age-related genomic instability, cellular dysfunction, and the onset of diseases such as cancer. Understanding how TE repression changes with age is crucial for uncovering the molecular underpinnings of aging (De Cecco et al. 2013; Van Meter et al. 2014).

The lower recombination rates observed on Y chromosomes result in the accumulation of TE insertions, which in turn leads to an enrichment of TEs and potentially higher TE activity. To ascertain whether the number of Y chromosomes is associated with TE activity in humans, Teoli et al. (2024) studied the TE expression level, as a proxy of the TE activity, in several karyotype compositions (i.e. with differing numbers of Y chromosomes). They used transcriptomic data from blood samples collected in 24 individuals (six females 46,XX, six males 46,XY, eight males 47,XXY and four males 47,XYY). Even though they did not observe a significant correlation between the number of Y chromosomes and TE expression, their results suggest an impact of the presence of the Y chromosome on the overall TE expression. The presence of Y chromosomes also affected the type (family) of TE present/expressed. To ensure that the TE expression level was not biased by the expression of a gene in proximity due to intron retention or pervasive intragenic transcription, the authors also tested whether the TE expression variation observed between the different karyotypes could be explained by gene (i.e. here non-TE gene) expression. 

As TE repression mechanisms are known to decrease over time, the authors also tested whether TE repression is weaker in older individuals, which would support a compelling link between genomic stability and aging. They investigated the TE expression differently between males and females, hypothesizing that old males should exhibit a stronger TE activity than old females. Using selected 45 males (47,XY) and 35 females (46,XX) blood samples of various ages (from 20 to 70) from the Genotype-Tissue Expression (GTEx) project, the authors studied the effect of age on TE expression using 10-year range to group the study subjects. Based on these data, they fail to find an overall increase of TE expression in old males compared to old females.

Notwithstanding the small number of samples, the study is well-designed and innovative, and its findings are highly promising. It marks an initial step towards understanding the impact of Y-chromosome ‘toxicity’ on human longevity. Despite the relatively small sample size, which is a consequence of the difficulty of obtaining samples from individuals with sex chromosome aneuploidies, the results are highly intriguing and will be of interest to a broad range of biologists.

                                             

References

De Cecco M, Criscione SW, Peckham EJ, Hillenmeyer S, Hamm EA, Manivannan J, Peterson AL, Kreiling JA, Neretti N, Sedivy JM (2013) Genomes of replicatively senescent cells undergo global epigenetic changes leading to gene silencing and activation of transposable elements. Aging Cell, 12, 247–256. https://doi.org/10.1111/acel.12047

Teoli J, Merenciano M, Fablet M, Necsulea A, Siqueira-de-Oliveira D, Brandulas-Cammarata A, Labalme A, Lejeune H, Lemaitre J-F, Gueyffier F,  Sanlaville D, Bardel C, Vieira C, Marais GAB, Plotton I (2024) Transposable element expression with variation in sex chromosome number supports a toxic Y effect on human longevity. bioRxiv, ver. 5 peer-reviewed and recommended by Peer Community in Genomics. https://doi.org/10.1101/2023.08.03.550779

Van Meter M, Kashyap M, Rezazadeh S, Geneva AJ, Morello TD, Seluanov A,  Gorbunova V (2014) SIRT6 represses LINE1 retrotransposons by ribosylating KAP1 but this repression fails with stress and age. Nature Communications, 5, 5011. https://doi.org/10.1038/ncomms6011

 

 

Transposable element expression with variation in sex chromosome number supports a toxic Y effect on human longevityJordan Teoli, Miriam Merenciano, Marie Fablet, Anamaria Necsulea, Daniel Siqueira-de-Oliveira, Alessandro Brandulas-Cammarata, Audrey Labalme, Hervé Lejeune, Jean-François Lemaitre, François Gueyffier, Damien Sanlaville, Claire Bardel, Cristina Vi...<p>Why women live longer than men is still an open question in human biology. Sex chromosomes have been proposed to play a role in the observed sex gap in longevity, and the Y male chromosome has been suspected of having a potential toxic genomic ...Evolutionary genomicsAnna-Sophie Fiston-LavierAnonymous, Igor Rogozin , Paul Jay , Anonymous2023-08-18 15:01:38 View
27 Apr 2021
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Uncovering transposable element variants and their potential adaptive impact in urban populations of the malaria vector Anopheles coluzzii

Anopheles coluzzii, a new system to study how transposable elements may foster adaptation to urban environments

Recommended by based on reviews by Yann Bourgeois and 1 anonymous reviewer

Transposable elements (TEs) are mobile DNA sequences that can increase their copy number and move from one location to another within the genome [1]. Because of their transposition dynamics, TEs constitute a significant fraction of eukaryotic genomes. TEs are also known to play an important functional role and a wealth of studies has now reported how TEs may influence single host traits [e.g. 2–4]. Given that TEs are more likely than classical point mutations to cause extreme changes in gene expression and phenotypes, they might therefore be especially prone to produce the raw diversity necessary for individuals to respond to challenging environments [5,6] such as the ones found in urban area.  
In their study [7], Vargas et al. establish the foundation to investigate how TEs may help Anopheles coluzzii -  the primary vectors of human malaria in sub-Saharan Africa - adapt to urban environments. To cover natural breeding sites in major Central Africa cities, they made use of the previously available An. coluzzii genome from Yaoundé (Cameroon) and sequenced with long-read technology six additional ones originating from Douala (Cameroon) and Libreville (Gabon). The de novo annotation of TEs in these genomes revealed 64 new anopheline TE families and allowed to identify seven active families. As a first step towards characterizing the potential role of TEs in the adaptation of An. coluzzii to urban environments, they further analyzed the distribution of TEs across the seven genomes. By doing so, they identified a significant number of polymorphic or fixed TE insertions located in the vicinity of genes involved in insecticide resistance and immune response genes.  
The availability of seven An. coluzzii genomes allowed the authors to explore how TE diversity may affect genes functionally relevant for the adaptation to urban environments and provide ground for further functional validation studies. More and more studies have demonstrated the impact of TEs on adaptation and as such, the work of Vargas et al. contributes to fostering our understanding of the link between TEs and gain of function in a species facing strong anthropogenic pressures.  
 
References  
  
[1] Wicker T, Sabot F, Hua-Van A, Bennetzen JL, Capy P, Chalhoub B, Flavell A, Leroy P, Morgante M, Panaud O, Paux E, SanMiguel P, Schulman AH (2007) A unified classification system for eukaryotic transposable elements. Nature Reviews Genetics, 8, 973–982. https://doi.org/10.1038/nrg2165    
  
[2] van’t Hof AE, Campagne P, Rigden DJ, Yung CJ, Lingley J, Quail MA, Hall N, Darby AC, Saccheri IJ (2016) The industrial melanism mutation in British peppered moths is a transposable element. Nature, 534, 102–105. https://doi.org/10.1038/nature17951    
  
[3] González J, Karasov TL, Messer PW, Petrov DA (2010) Genome-wide patterns of adaptation to temperate environments associated with transposable elements in Drosophila. PLOS Genetics, 6, e1000905. https://doi.org/10.1371/journal.pgen.1000905  
  
[4] Lisch D (2013) How important are transposons for plant evolution? Nature Reviews Genetics, 14, 49–61. https://doi.org/10.1038/nrg3374    
  
[5] Bonchev G, Parisod C (2013) Transposable elements and microevolutionary changes in natural populations. Molecular Ecology Resources, 13, 765–775. https://doi.org/10.1111/1755-0998.12133  
  
[6] Casacuberta E, González J (2013) The impact of transposable elements in environmental adaptation. Molecular Ecology, 22, 1503–1517. https://doi.org/10.1111/mec.12170    
  
[7] Vargas-Chavez C, Pendy NML, Nsango SE, Aguilera L, Ayala D, González J (2021). Uncovering transposable element variants and their potential adaptive impact in urban populations of the malaria vector Anopheles coluzzii. bioRxiv, 2020.11.22.393231, ver. 3 peer-reviewed and recommended by Peer community in Genomics. https://doi.org/10.1101/2020.11.22.393231  

 

Uncovering transposable element variants and their potential adaptive impact in urban populations of the malaria vector Anopheles coluzziiCarlos Vargas-Chavez, Neil Michel Longo Pendy, Sandrine E. Nsango, Laura Aguilera, Diego Ayala, and Josefa González<p style="text-align: justify;">Background</p> <p style="text-align: justify;">Anopheles coluzzii is one of the primary vectors of human malaria in sub-Saharan Africa. Recently, it has colonized the main cities of Central Africa threatening vecto...Evolutionary genomicsAnne Roulin2020-12-02 14:58:47 View