Cited by 457Chromosomal and Genetic VariationsGenetics, Aging, and Longevity in Model OrganismsTelomeres, Telomerase, and Senescence

The role of retrotransposable elements in ageing and age-associated diseases

Open access
Gorbunova, Vera, Seluanov, Andrei, Mita, Paolo, McKerrow, Wilson, Fenyö, David, Boeke, Jef D., Linker, Sara B., Gage, Fred H. +6 more·2021·Nature

Abstract

The genomes of virtually all organisms contain repetitive sequences that are generated by the activity of transposable elements (transposons). Transposons are mobile genetic elements that can move from one genomic location to another; in this process, they amplify and increase their presence in genomes, sometimes to very high copy numbers. In this Review we discuss new evidence and ideas that the activity of retrotransposons, a major subgroup of transposons overall, influences and even promotes the process of ageing and age-related diseases in complex metazoan organisms, including humans. Retrotransposons have been coevolving with their host genomes since the dawn of life. This relationship has been largely competitive, and transposons have earned epithets such as ‘junk DNA’ and ‘molecular parasites’. Much of our knowledge of the evolution of retrotransposons reflects their activity in the germline and is evident from genome sequence data. Recent research has provided a wealth of information on the activity of retrotransposons in somatic tissues during an individual lifespan, the molecular mechanisms that underlie this activity, and the manner in which these processes intersect with our own physiology, health and well-being. This Review discusses how the activity of retrotransposons influences ageing and the role of these mobile genetic elements in age-related diseases and their treatment.

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Crossref · 10.1038/s41586-021-03542-y

Cites

155 of 155 references verified0 citation errors · 0 not checkable

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Nothing to recompute.

Claims the paper makes

130 of 150 cited sources checked · 67 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    The IFN-I response could expose tumor cells to surveillance by the immune system.

    “The IFN-I response could also expose the tumor cells to surveillance by the immune system96, 97.”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [96] Roulois, D. et al. DNA-demethylating agents target colorectal cancer cells by inducing viral mimicry by endogenous transcripts. Cell 162, 961–973 (2015). source

      The Results section reports that 5-AZA-CdR induced type III, but not type I, interferons in the colorectal cancer cells studied. The Discussion describes tumor-cell immunogenic death through RIG1/MDA5 signaling, but says that antitumor effect appears independent of type I interferon; it does not attribute immune exposure to an IFN-I response. Page numbers are not available in our copy. (LLM, conf=0.82)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [97] Chiappinelli, K. B. et al. Inhibiting DNA methylation causes an interferon response in cancer via dsRNA including endogenous retroviruses. Cell 162, 974–986 (2015). source
  • Premisecitation

    The L1 endonuclease nicks the bottom strand of genomic DNA at A/T-rich sites to initiate target-primed reverse transcription.

    “The endonuclease nicks the bottom strand of genomic DNA at A/T rich sites (TTTT/AA consensus) to initiate a process known as target-primed reverse transcription (TPRT) (Fig. 2)18.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] Cost, G. J., Feng, Q., Jacquier, A. & Boeke, J. D. Human L1 element target-primed reverse transcription in vitro. EMBO J. 21, 5899–5910 (2002). Using biochemical studies, this paper developed the TPRT model of L1 retrotransposition. source

      The Introduction (page not specified in our copy) says L1 endonuclease nicks mainly at TpA and flanking bonds in TₙAₙ sequences. The paper’s description of TPRT (page not specified) says the nick exposes a 3′ hydroxyl that primes reverse transcription. These passages support the mechanism and A/T-rich targeting, but do not identify the nicked strand as the bottom strand or give TTTT/AA as the precise consensus. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • Premisecitation

    L1 ribonucleoprotein particles gain access to the nucleus primarily during mitosis.

    “L1 RNPs gain access to the nucleus primarily during mitosis17.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [17] Mita, P. et al. LINE-1 protein localization and functional dynamics during the cell cycle. eLife 7, e30058 (2018). source
  • Premisecitation

    Loss of heterochromatin factors reduces heterochromatin at retrotransposons and allows their transcriptional derepression.

    “Loss of these factors reduces heterochromatin at retrotransposons and allows their transcriptional derepression26, 29, 31, 33–35.”
    Quote in the paperSubstantial claim5 of 6 sources checked
    • cites [26] Bulut-Karslioglu, A. et al. Suv39h-dependent H3K9me3 marks intact retrotransposons and silences LINE elements in mouse embryonic stem cells. Mol. Cell 55, 277–290 (2014). source
    • cites [29] Ishak, C. A. et al. An RB–EZH2 complex mediates silencing of repetitive DNA sequences. Mol. Cell 64, 1074–1087 (2016). source
    • cites [31] Van Meter, M. et al. SIRT6 represses LINE1 retrotransposons by ribosylating KAP1 but this repression fails with stress and age. Nat. Commun. 5, 5011 (2014). source
    • cites [33] De Cecco, M. et al. L1 drives IFN in senescent cells and promotes age-associated inflammation. Nature 566, 73–78 (2019). This study shows that upregulation of L1 triggers an IFN-I response in senescent cells and aged mice that can be therapeutically ameliorated with NRTIs. source
    • cites [34] Simon, M. et al. LINE1 derepression in aged wild-type and SIRT6-deficient mice drives inflammation. Cell Metab. 29, 871–885 (2019). This study shows that upregulation of L1 triggers an IFN-I response in Sirt6-knockout and normal aged mice, and that pathologies and lifespan of Sirt6 progeroid mice can be improved with NRTIs. source
    • cites [35] Wood, J. G. et al. Chromatin-modifying genetic interventions suppress age-associated transposable element activation and extend life span in Drosophila. Proc. Natl Acad. Sci. USA 113, 11277–11282 (2016). Using chromatin-modifying genetic interventions and NRTI treatments in Drosophila, this study causally links retrotransposon activation with aging. source
  • Premisecitation

    KZFPs co-evolve with retrotransposons as part of an ongoing arms race.

    “KZFPs, of which there are over 400 in the human genome, co-evolve with retrotransposons as part of an ongoing ‘arms race’25.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [25] Jacobs, F. M. et al. An evolutionary arms race between KRAB zinc-finger genes ZNF91/93 and SVA/L1 retrotransposons. Nature 516, 242–245 (2014). The above three papers show that KZFPs provide DNA sequence specificity to target retrotransposon silencing in mammalian genomes, and uncover the role of KZFPs in the co-evolutionary ‘arms race’ of primate L1s with their hosts. source
  • May combine two claims. 56
  • Classified as probably not a substantial claim. 10
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    Premisecitation

    SINEs are not de-repressed by Dnmt1 deletion or DNA demethylating drugs and appear to be regulated primarily by histone methylation.

    “Conversely, SINEs are not de-repressed by Dnmt1 deletion or treatment with DNA demethylating drugs and appear to be regulated primarily by histone-methylation41.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [41] Varshney, D. et al. SINE transcription by RNA polymerase III is suppressed by histone methylation but not by DNA methylation. Nat. Commun. 6, 6569 (2015). source
  • May combine two claims.

    Premisecitation

    In mammals, retrotransposons are hypermethylated at CpG sites in adult somatic cells, and in many cases hypomethylation has been implicated in their de-repression.

    “In mammals, retrotransposons are hypermethylated at CpG sites in adult somatic cells and in many (but not all) cases hypomethylation has been implicated in their de-repression37, 38.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [37] Karimi, M. M. et al. DNA methylation and SETDB1/H3K9me3 regulate predominantly distinct sets of genes, retroelements, and chimeric transcripts in mESCs. Cell Stem Cell 8, 676–687 (2011). source
    • cites [38] Walter, M., Teissandier, A., Pérez-Palacios, R. & Bourc’his, D. An epigenetic switch ensures transposon repression upon dynamic loss of DNA methylation in embryonic stem cells. eLife 5, e11418 (2016). source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    HERV-K appears to have become extinct very recently, with the Gorilla genome still harboring some intact insertions.

    “The human endogenous retrovirus K (HERV-K) appears to have become ‘extinct’ very recently, with the Gorilla genome still harboring some intact insertions21.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [21] Holloway, J. R., Williams, Z. H., Freeman, M. M., Bulow, U. & Coffin, J. M. Gorillas have been infected with the HERV-K (HML-2) endogenous retrovirus much more recently than humans and chimpanzees. Proc. Natl Acad. Sci. USA 116, 1337–1346 (2019). source
  • May combine two claims.

    Premisecitation

    LINE-1 comprises 17% of the human genome, about 500,000 copies, but only some 100-150 evolutionarily recent copies are full-length and lack mutations expected to affect function.

    “LINE-1 (L1) comprises 17% of the human genome (~500,000 copies); however, only some 100–150 evolutionarily recent element copies are full-length and lack mutations that would be expected to affect function10–12.”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [10] Brouha, B. et al. Hot L1s account for the bulk of retrotransposition in the human population. Proc. Natl Acad. Sci. USA 100, 5280–5285 (2003). source

      The Abstract states that L1 comprises 17% of the human genome, and the Results report 90 L1s with intact ORFs in a 95%-complete haploid genome draft. The copy does not give the claimed ~500,000 total copies or establish that 100–150 evolutionarily recent copies are full-length and lack function-affecting mutations. No page numbers are available in the indexed passages. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [11] Flasch, D. A. et al. Genome-wide de novo L1 retrotransposition connects endonuclease activity with replication. Cell 177, 837–851 (2019). source

      The Introduction (page unavailable) states that L1 sequences comprise about 17% of human DNA and that a small number of retrotransposition-competent L1s account for most new insertions. It does not give the claimed ~500,000 total copies or 100–150 evolutionarily recent, full-length copies lacking function-affecting mutations. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [12] Sultana, T. et al. The landscape of L1 retrotransposons in the human genome is shaped by pre-insertion sequence biases and post-insertion selection. Mol. Cell 74, 555–570 (2019). source

      The Introduction states that L1 accounts for about 500,000 copies and 17% of the human genome, and that roughly 100 copies in the youngest L1HS subfamily remain retrotransposition-competent. It describes intact L1 elements separately, but does not explicitly say that the counted copies are full-length and lack function-affecting mutations, or give a count of 100–150 for copies meeting those criteria. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Retrotransposon DNA was present in cytoplasmic fractions of hearts from TREX1 mutant mice, with L1, SINE, and LTR retrotransposon DNAs significantly enriched compared to normal mice.

    “Pioneering work by Stetson et at.53 found that retrotransposon DNA was present in the cytoplasmic fractions of hearts from TREX1 mutant mice. Sequencing showed that L1, SINE, and LTR retrotransposon DNAs were significantly enriched compared to normal mice.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [53] Stetson, D. B., Ko, J. S., Heidmann, T. & Medzhitov, R. Trex1 prevents cell-intrinsic initiation of autoimmunity. Cell 134, 587–598 (2008). This work shows that loss of TREX1 in AGS results in accumulation of retrotransposon single-stranded DNA that drives an IFN-I response, and implicates somatic retrotransposon activation as a causal factor in human disease. source

      In Results, ‘Identification of endogenous Trex1 DNA substrates’ (page unavailable), the authors describe extracting DNA from hearts under conditions intended to minimize extraction of organelles. They report retroelement-derived fragments among Trex1-knockout heart clones but not wild-type clones, including 12 L1, 10 LTR, and 3 SINE sequences. The copy does not establish that each of the three classes was statistically significantly enriched, so ‘significantly’ overstates the reported comparison. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
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    Premisecitation

    Signaling cascades start with sensors such as RIG-I and MDA5 for cytoplasmic dsRNA, cGAS and AIM2 for cytoplasmic DNA, and TLRs for nucleic acids in the endosomal compartment.

    “The signaling cascades start with a variety of sensors, such as RIG-I (retinoic acid-inducible gene I) and MDA5 (melanoma differentiation-associated protein 5) to detect cytoplasmic dsRNA, cGAS (cyclic GMP-AMP synthase) and AIM2 (absent in melanoma 2) to detect cytoplasmic DNA, and TLRs (toll-like receptors) to detect a variety of nucleic acids in the endosomal compartment91.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [91] Hartmann, G. Nucleic acid immunity. Adv. Immunol. 133, 121–169 (2017). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Over 120 L1-mediated germline insertions have been linked to cases of human genetic diseases.

    “Over 120 L1-mediated germline insertions have been linked to cases of human genetic diseases78.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [78] Hancks, D. C. & Kazazian, H. H., Jr Roles for retrotransposon insertions in human disease. Mob. DNA 7, 9 (2016). source

      The Abstract reports 124 LINE-1-mediated insertions resulting in human genetic diseases, supporting “over 120.” It does not identify all 124 as germline insertions; the section “New reports of LINE-1-mediated insertions causing Mendelian disorders” also discusses a disease-causing insertion with somatic mosaicism. No page numbers are available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Cytosine methylation tends to decrease slowly with aging over large, gene-poor regions enriched for heterochromatin and repetitive sequences, whereas methylation at gene-associated CpG islands can increase or decrease more dramatically with tissue-specific effects.

    “Cytosine methylation tends to decrease slowly with aging over large, gene-poor regions of the genome that are enriched for heterochromatin and repetitive sequences, whereas methylation at gene-associated CpG islands can increase or decrease more dramatically, with pronounced tissue-specific effects70, 71.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [70] Issa, J. P. Aging and epigenetic drift: a vicious cycle. J. Clin. Invest. 124, 24–29 (2014). source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [71] Klutstein, M., Nejman, D., Greenfield, R. & Cedar, H. DNA methylation in cancer and aging. Cancer Res. 76, 3446–3450 (2016). source
  • May combine two claims.

    Premisecitation

    Evolutionarily young L1s in human embryonic stem cells are bound by YY1 at a site in their 5′ UTR; in neuronal cells loss of this site is associated with hypomethylation and L1 activation.

    “Evolutionarily young L1s in human ESCs are bound by the transcription factor YY1 (yin-yang-1) at a site in their 5’ UTR; in neuronal cells loss of this site is associated with hypomethylation and L1 activation46.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [46] Sanchez-Luque, F. J. et al. LINE-1 evasion of epigenetic repression in humans. Mol. Cell 75, 590–604.e12 (2019). source
  • May combine two claims.

    Premisecitation

    DNA methylation changes are early events in senescence, whereas retrotransposon activation occurs only much later.

    “However, DNA methylation changes are early events in senescence73, whereas retrotransposon activation occurs only much later33.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [73] Cruickshanks, H. A. et al. Senescent cells harbour features of the cancer epigenome. Nat. Cell Biol. 15, 1495–1506 (2013). source
    • cites [33] De Cecco, M. et al. L1 drives IFN in senescent cells and promotes age-associated inflammation. Nature 566, 73–78 (2019). This study shows that upregulation of L1 triggers an IFN-I response in senescent cells and aged mice that can be therapeutically ameliorated with NRTIs. source
  • May combine two claims.

    Premisecitation

    Retrotransposition during development or adulthood leads to somatic mosaicism and has been estimated in adult neurons at varying but generally low frequencies.

    “Retrotransposition during development or adulthood would lead to somatic mosaicism, and has been estimated to occur in adult neurons by qPCR or single-cell genomic studies at varying (but generally low) frequencies (events/cell): < 0.04–0.680, 13.781, 0.58–182, 0.283 and 0.63–1.6684.”
    Quote in the paperNot a substantial claim5 of 5 sources checked
    • cites [80] Evrony, G. D. et al. Single-neuron sequencing analysis of L1 retrotransposition and somatic mutation in the human brain. Cell 151, 483–496 (2012). source
    • cites [81] Upton, K. R. et al. Ubiquitous L1 mosaicism in hippocampal neurons. Cell 161, 228–239 (2015). source
    • cites [82] Erwin, J. A. et al. L1-associated genomic regions are deleted in somatic cells of the healthy human brain. Nat. Neurosci. 19, 1583–1591 (2016). source

      The Introduction reports that L1 retrotransposition creates somatic mosaicism and gives conflicting estimates of L1 insertions in neurons. The section on L1-associated variants estimates 0.58–1 events per cell, but says approximately half of those variants may occur independently of retrotransposition. That estimate therefore cannot be attributed wholly to retrotransposition. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [83] Evrony, G. D., Lee, E., Park, P. J. & Walsh, C. A. Resolving rates of mutation in the brain using single-neuron genomics. eLife 5, e12966 (2016). source
    • cites [84] Zhao, B. et al. Somatic LINE-1 retrotransposition in cortical neurons and non-brain tissues of Rett patients and healthy individuals. PLoS Genet. 15, e1008043 (2019). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Cellular senescence is an irreversible arrest of proliferation elicited by stresses, especially DNA damage.

    “Cellular senescence is an irreversible arrest of proliferation that can be elicited by a variety of stresses, in particular DNA damage61.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [61] Gorgoulis, V. et al. Cellular senescence: defining a path forward. Cell 179, 813–827 (2019). source

      The Definition and Characteristics section describes senescence as a stress-triggered state with prolonged, generally irreversible cell-cycle arrest, and Macromolecular Damage identifies DNA damage as a trigger. The claim omits an important qualification: the Cell-Cycle Arrest section says that cell-cycle re-entry can occur under certain circumstances, particularly in tumor cells. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
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    Interpretationcitation

    Retrotransposition frequencies in tissues other than brain appear significantly lower, and the adult human brain might be a particularly permissive site for L1 activation.

    “While retrotransposition frequencies in other tissues have not been investigated in detail, they appear to be significantly lower, and hence the adult human brain might be a particularly permissive site for L1 activation84, 85.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [84] Zhao, B. et al. Somatic LINE-1 retrotransposition in cortical neurons and non-brain tissues of Rett patients and healthy individuals. PLoS Genet. 15, e1008043 (2019). source
    • cites [85] Coufal, N. G. et al. L1 retrotransposition in human neural progenitor cells. Nature 460, 1127–1131 (2009). This study reports an increase in L1 DNA in adult human neurons and hippocampus and implicates the brain as a particularly permissive organ for L1 activation with age. source

      The tissue-comparison passage (indexed as Abstract; page unavailable) reports significantly higher L1 ORF2 copy number in adult brain samples than in matched heart and liver samples, consistent with the suggestion that brain might be more permissive. But the paper did not measure retrotransposition frequencies across tissues, and its discussion says new events must be identified to establish that endogenous L1s retrotranspose in the brain. The frequency claim therefore goes beyond the evidence. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Senescent cells accumulate in most tissues with age and are important components of the overall aging process.

    “While senescence has beneficial functions (such as tumor suppression), senescent cells accumulate in most tissues with age, and they are important components of the overall aging process62.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [62] Childs, B. G. et al. Senescent cells: an emerging target for diseases of ageing. Nat. Rev. Drug Discov. 16, 718–735 (2017). source

      The Abstract says senescent cells accumulate over time and are directly linked to features of natural ageing. The Discovery and detection of SNCs section describes them in numerous aged rodent and primate tissues, but the passages do not establish the stronger claim that they accumulate in most tissues. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
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    Premisecitation

    Retrotransposon activation is found in diverse species, including nematodes and Drosophila, which appear to be devoid of cell senescence.

    “Retrotransposon activation is found in diverse species, including nematodes67 and Drosophila35, which appear to be devoid of cell senescence.”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [67] LaRocca, T. J., Cavalier, A. N. & Wahl, D. Repetitive elements as a transcriptomic marker of aging: evidence in multiple datasets and models. Aging Cell 19, e13167 (2020). source

      The Results and Discussion (Figure 2b; page not provided) report an age-related increase in repetitive-element transcripts in C. elegans, supporting the nematode part of the claim. But the paper distinguishes increased transcripts from activation of transposable retrotransposons and does not establish that nematodes lack cellular senescence. The Drosophila part has a separate citation in the citing sentence. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [35] Wood, J. G. et al. Chromatin-modifying genetic interventions suppress age-associated transposable element activation and extend life span in Drosophila. Proc. Natl Acad. Sci. USA 113, 11277–11282 (2016). Using chromatin-modifying genetic interventions and NRTI treatments in Drosophila, this study causally links retrotransposon activation with aging. source
  • May combine two claims.

    Premisecitation

    Older L1 families are bound by KAP1, and loss of DNMTs increases expression of younger L1s but not older ones.

    “Older L1 families are bound by KAP1, and loss of DNMTs increases expression of younger L1s but not older ones24.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [24] Castro-Diaz, N. et al. Evolutionally dynamic L1 regulation in embryonic stem cells. Genes Dev. 28, 1397–1409 (2014). source

      The Results section reports that the youngest L1 subfamilies were most up-regulated after DNMT depletion, while older elements were unaffected or only very modestly affected. But the Discussion distinguishes KAP1-restricted older subfamilies from more ancient L1 lineages that lack KAP1 binding, so the claim is too broad about older families. Page numbers are not available in the supplied passages. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
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    Premisecitation

    Cancer is characterized by genomic instability and in many cases increased expression of L1 elements.

    “Cancer is characterized by genomic instability and in many cases increased expression of L1 elements86.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [86] Lee, E. et al. Landscape of somatic retrotransposition in human cancers. Science 337, 967–971 (2012). This sequencing study from The Cancer Genome Atlas (TCGA) Research Network reveals the profound activation and retrotransposition of L1s in diverse human cancers. source

      The indexed copy (section labelled Abstract; page unavailable) describes genomic alterations in cancer, including somatic L1 insertions and a colorectal tumor with microsatellite instability. It also says DNA methylation suppresses TE RNA expression and is disrupted in cancers, but it does not report that L1 expression itself is increased in many cancer cases. Insertion frequency is not a measure of expression. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Interpretationcitation

    Senescent cells comprise only a small fraction of cells in aged tissues and are unlikely to be responsible for all observed retrotransposon activation.

    “However, senescent cells comprise only a small fraction of cells in aged tissues61 and are unlikely to be responsible for all of the retrotransposon activation that has been observed.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [61] Gorgoulis, V. et al. Cellular senescence: defining a path forward. Cell 179, 813–827 (2019). source

      Citation 61 is attached to the claim that senescent cells make up only a small fraction of cells in aged tissues. The passages in “Challenges to Detect Senescent Cells in Humans” discuss how difficult these cells are to identify and quantify, but give no estimate of their fraction in aged tissues; searches for a small fraction, rarity, and low abundance found none. The subsequent inference about retrotransposon activation is not directly attached to this citation. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Genetic interventions that promote heterochromatin formation and/or retrotransposon silencing attenuate age-related increases in retrotransposon expression and can increase life span.

    “Genetic interventions that promote heterochromatin formation and/or retrotransposon silencing attenuate age-related increases in retrotransposon expression and, remarkably, can increase life span35.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [35] Wood, J. G. et al. Chromatin-modifying genetic interventions suppress age-associated transposable element activation and extend life span in Drosophila. Proc. Natl Acad. Sci. USA 113, 11277–11282 (2016). Using chromatin-modifying genetic interventions and NRTI treatments in Drosophila, this study causally links retrotransposon activation with aging. source
  • May combine two claims.

    Premisecitation

    Some evidence suggests that alterations in small RNA pathways occur with age and may contribute to increased retrotransposon expression.

    “Some evidence suggests that alterations in small RNA pathways occur with age7, 77 and these changes may contribute to increased retrotransposon expression.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [7] Burns, K. H. Our conflict with transposable elements and its implications for human disease. Annu. Rev. Pathol. 15, 51–70 (2020). source
    • cites [77] Abe, M. et al. Impact of age-associated increase in 2′-O-methylation of miRNAs on aging and neurodegeneration in Drosophila. Genes Dev. 28, 44–57 (2014). source
  • May combine two claims.

    Premisecitation

    In aged mouse tissues, SIRT6 is lost from L1 elements, likely due to increased recruitment to sites of oxidative DNA damage, and its overexpression opposes age-related increases of L1 expression in diverse tissues.

    “In aged mouse tissues, SIRT6 is lost from L1 elements, likely due to increased recruitment to sites of oxidative DNA damage, and its overexpression opposes age-related increases of L1 expression in diverse tissues34.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [34] Simon, M. et al. LINE1 derepression in aged wild-type and SIRT6-deficient mice drives inflammation. Cell Metab. 29, 871–885 (2019). This study shows that upregulation of L1 triggers an IFN-I response in Sirt6-knockout and normal aged mice, and that pathologies and lifespan of Sirt6 progeroid mice can be improved with NRTIs. source

      The Results section reports that SIRT6 overexpression prevented the age-related increase in L1 transcription in aged mouse livers, but it does not establish this effect across diverse tissues. The Discussion suggests that redistribution of chromatin modifiers such as SIRT6 may contribute to L1 activation; it does not report SIRT6 loss from L1 elements in aged tissues or attribute such loss to recruitment to oxidative DNA-damage sites. No page numbers are available in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    The majority of de novo insertions in cancers are located in non-coding sequences and do not show hotspots near tumor suppressor or oncogene loci.

    “However, the majority of de novo insertions in cancers are located in non-coding sequences and do not show hotspots near tumor suppressor or oncogene loci7, 90.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [7] Burns, K. H. Our conflict with transposable elements and its implications for human disease. Annu. Rev. Pathol. 15, 51–70 (2020). source
    • cites [90] Mir, A. A., Philippe, C. & Cristofari, G. euL1db: the European database of L1HS retrotransposon insertions in humans. Nucleic Acids Res. 43, D43–D47 (2015). source

      The Introduction (page not provided) says L1HS can mobilize in many cancers, but does not describe where the new insertions occur. Searches for non-coding locations and hotspots near tumor-suppressor or oncogene loci found no passage addressing either part of the claim. (LLM, conf=0.73)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    L1s are hypomethylated and their transcripts increased in patients with systemic lupus erythematosus and Sjogren's syndrome, disorders characterized by IFN-I induction.

    “L1s are hypomethylated and their transcripts increased in patients with systemic lupus erythematosus (SLE) and Sjogren’s syndrome114, disorders also characterized by IFN-I induction.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [114] Mavragani, C. P. et al. Defective regulation of L1 endogenous retroelements in primary Sjogren’s syndrome and systemic lupus erythematosus: role of methylating enzymes. J. Autoimmun. 88, 75–82 (2018). source

      The Introduction reports increased L1 expression in Sjögren’s salivary-gland tissue and lupus kidney tissue, linked to type I interferon production. Results §3.1 reports reduced L1 promoter methylation in low-risk Sjögren’s patients and reduced methylation at several L1 sites in lupus blood. The claim omits the Sjögren’s subgroup distinction: methylation was not significantly reduced in the high-risk or lymphoma groups compared with controls. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Retrotransposon activation in Drosophila has been clearly linked with DNA damage, which is alleviated by interventions such as promotion of heterochromatin.

    “Retrotransposon activation in Drosophila has been clearly linked with DNA damage, which is alleviated by interventions such as promotion of heterochromatin35, 59, 60.”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [35] Wood, J. G. et al. Chromatin-modifying genetic interventions suppress age-associated transposable element activation and extend life span in Drosophila. Proc. Natl Acad. Sci. USA 113, 11277–11282 (2016). Using chromatin-modifying genetic interventions and NRTI treatments in Drosophila, this study causally links retrotransposon activation with aging. source

      The Results section reports more DNA double-strand breaks in Dicer-2 mutant flies with disrupted TE silencing, and the Discussion describes an association between age-related TE mobilization and DNA damage. The paper shows that interventions affecting heterochromatin attenuate TE expression, but it does not show that those interventions alleviate DNA damage; the Abstract presents damage prevention as a possibility. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [59] Jones, B. C. et al. A somatic piRNA pathway in the Drosophila fat body ensures metabolic homeostasis and normal lifespan. Nat. Commun. 7, 13856 (2016). source

      The Results section (“DNA damage and metabolic dysregulation in piRNA mutants”; page not provided) reports increased DNA-damage-marker staining in piwi mutants and says TE reactivation may cause the damage. The paper also describes heterochromatin-mediated TE silencing, but does not show that promoting heterochromatin alleviates DNA damage. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [60] Chen, H., Zheng, X., Xiao, D. & Zheng, Y. Age-associated de-repression of retrotransposons in the Drosophila fat body, its potential cause and consequence. Aging Cell 15, 542–552 (2016). source

      The Results section on DNA damage in old Drosophila fat bodies reports that retrotransposon expression correlates with DNA-damage foci, and that repressing retrotransposons through AGO2 reduces those foci. Another Results section reports reduced foci after lamin-B (LAM) expression, while the heterochromatin analysis links LAM loss to reduced heterochromatin. The paper does not directly show that promoting heterochromatin alleviates DNA damage, and it presents the retrotransposon–damage mechanism as suggestive rather than definitively established. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Treatment with NRTIs that inhibit L1 reverse transcriptase, or knockdown of L1 expression with shRNAs against active L1 families, decreased cytoplasmic L1 DNAs and ameliorated cGAS and IFN-I activation.

    “Importantly, treatment with nucleoside reverse transcriptase inhibitor (NRTI) drugs that inhibit L1 reverse transcriptase, or a knockdown of L1 expression with shRNAs against active L1 families, decreased cytoplasmic L1 DNAs and ameliorated cGAS and IFN-I activation33, 34, 92.”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [33] De Cecco, M. et al. L1 drives IFN in senescent cells and promotes age-associated inflammation. Nature 566, 73–78 (2019). This study shows that upregulation of L1 triggers an IFN-I response in senescent cells and aged mice that can be therapeutically ameliorated with NRTIs. source

      In ‘Consequences of L1 activation’ (page unavailable), the paper reports that 3TC or L1 shRNA nearly blocked cytoplasmic L1 DNA synthesis and reduced the IFN-I response. It also shows that cGAS or STING knockdown inhibited that response, but does not report a direct measurement showing that 3TC or L1 shRNA reduced cGAS activation. The Methods describe shRNAs targeting L1 ORF1 and ORF2, rather than identifying them as targeting specific active L1 families. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [34] Simon, M. et al. LINE1 derepression in aged wild-type and SIRT6-deficient mice drives inflammation. Cell Metab. 29, 871–885 (2019). This study shows that upregulation of L1 triggers an IFN-I response in Sirt6-knockout and normal aged mice, and that pathologies and lifespan of Sirt6 progeroid mice can be improved with NRTIs. source

      The Results sections on L1 inhibition and the interferon response report that RNAi targeting active L1 families reduced L1 RNA, while both L1 RNAi and NRTI treatment rescued IFN-α and IFN-β1 expression. The Discussion says NRTIs rescued cytoplasmic L1 accumulation, and the Results link cytoplasmic L1 DNA to cGAS signaling. Our copy does not show that L1-targeting RNAi reduced cytoplasmic L1 DNA or that either intervention directly reduced cGAS activation; those parts are stronger than the reported results (page numbers unavailable). (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [92] Thomas, C. A. et al. Modeling of TREX1-dependent autoimmune disease using human stem cells highlights L1 accumulation as a source of neuroinflammation. Cell Stem Cell 21, 319–331 (2017). source

      The Results sections report that 3TC and d4T reduced extranuclear ssDNA and type-I IFN expression in TREX1-deficient neural cells; they also report reduced IRF3 activation, which the authors interpret as evidence of cGAS/STING involvement. L1 shRNA reduced ssDNA in TREX1-deficient NPCs, but the paper does not report that shRNA reduced cGAS or IFN-I activation. The claim also states cGAS activation more definitively than the Results passage does. Page numbers are unavailable in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Major sources of dsRNA, inverted Alu repeats, are normally deaminated by ADAR to reduce their double-stranded character; decreased processing can be sensed by MDA5, resulting in IFN-I activation.

    “Major sources of dsRNA, inverted Alu repeats, are normally deaminated by ADAR to reduce their double-stranded character; decreased processing can be sensed by MDA5, resulting in IFN-I activation50, 51, 98.”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [50] Chung, H. et al. Human ADAR1 prevents endogenous RNA from triggering translational shutdown. Cell 172, 811–824 (2018). source

      The Results (page unavailable) show that ADAR1 edits Alu elements and that loss of ADAR1 in neuronal progenitor cells leads to MDA5-mediated IFNβ production. The paper also says inverted Alu elements can form dsRNA, but it does not establish that they are the major source of dsRNA or directly show that editing reduces their double-stranded character; the Introduction presents destabilization as a hypothesis. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [51] Rice, G. I. et al. Mutations in ADAR1 cause Aicardi-Goutières syndrome associated with a type I interferon signature. Nat. Genet. 44, 1243–1248 (2012). source
    • cites [98] Ahmad, S. et al. Breaching self-tolerance to Alu duplex RNA underlies MDA5-mediated inflammation. Cell 172, 797–810 (2018). source
  • May combine two claims.

    Premisecitation

    TREX1 mutations have been identified in SLE and familial chilblain lupus, implicating TREX1 as a safeguard against autoimmune inflammation.

    “TREX1 mutations have been identified in SLE115 and familial chilblain lupus116, implicating TREX1 as a safeguard against autoimmune inflammation.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [115] Lee-Kirsch, M. A. et al. Mutations in the gene encoding the 3′-5′ DNA exonuclease TREX1 are associated with systemic lupus erythematosus. Nat. Genet. 39, 1065–1067 (2007). source
    • cites [116] Rice, G. et al. Heterozygous mutations in TREX1 cause familial chilblain lupus and dominant Aicardi-Goutieres syndrome. Am. J. Hum. Genet. 80, 811–815 (2007). source
  • May combine two claims.

    Premisecitation

    In mice, treatment with NRTIs doubled the lifespan of progeroid SIRT6-deficient mice and improved overall health including bone density, muscle mass, intestinal function and exercise performance.

    “In mice, treatment with NRTIs doubled the lifespan of progeroid SIRT6-deficient mice, and improved overall health including bone density, muscle mass, intestinal function and exercise performance34.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [34] Simon, M. et al. LINE1 derepression in aged wild-type and SIRT6-deficient mice drives inflammation. Cell Metab. 29, 871–885 (2019). This study shows that upregulation of L1 triggers an IFN-I response in Sirt6-knockout and normal aged mice, and that pathologies and lifespan of Sirt6 progeroid mice can be improved with NRTIs. source
  • May combine two claims.

    Premisecitation

    Retrotransposition is greatly diminished in non-dividing cells, although low levels could be detected in senescent cells or neurons.

    “Retrotransposition is greatly diminished in non-dividing cells94, although low levels could be detected in senescent cells33 or neurons92, and it is possible that abortive products of these processes could accumulate.”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [94] Shi, X., Seluanov, A. & Gorbunova, V. Cell divisions are required for L1 retrotransposition. Mol. Cell. Biol. 27, 1264–1270 (2007). source
    • cites [33] De Cecco, M. et al. L1 drives IFN in senescent cells and promotes age-associated inflammation. Nature 566, 73–78 (2019). This study shows that upregulation of L1 triggers an IFN-I response in senescent cells and aged mice that can be therapeutically ameliorated with NRTIs. source

      In “Consequences of L1 activation” (page unavailable), the paper reports L1-enriched cytoplasmic DNA and an increase in L1HS sequences in senescent cells, supporting detectable L1 activity. It does not establish a low rate of completed retrotransposition in those cells; the retrotransposition reporter described in the Extended Data was tested in early-passage cells. Citation 33 is attached to the senescent-cell clause, not the claims about non-dividing cells generally or neurons. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [92] Thomas, C. A. et al. Modeling of TREX1-dependent autoimmune disease using human stem cells highlights L1 accumulation as a source of neuroinflammation. Cell Stem Cell 21, 319–331 (2017). source

      The Results section on L1 species in neural cells reports L1 activity in post-mitotic neurons, supporting the possibility of activity in non-dividing neurons. But this paper measures de novo retrotransposition in neural progenitor cells, not neurons, and does not establish that neuronal retrotransposition occurs at low levels. The separate claims about diminished activity in non-dividing cells and senescent cells are attached to other citations. (LLM, conf=0.79)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    In Drosophila, DNA sensing and the cGAS-STING axis are absent, while RNA sensing through Dicer-2 and a TLR and the NF-kB pathway are present.

    “More primitive mechanisms based on RNA sensing though Dicer-2 and a TLR are present, as is the NF-kB pathway, which activates the production of antimicrobial peptides; however, DNA sensing and the cGAS-STING axis are absent103.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [103] Martin, M., Hiroyasu, A., Guzman, R. M., Roberts, S. A. & Goodman, A. G. Analysis of Drosophila STING reveals an evolutionarily conserved antimicrobial function. Cell Rep. 23, 3537–3550.e6 (2018). source

      The Introduction and Discussion describe Dicer-2 sensing viral RNA, Toll and IMD signaling through NF-κB to induce antimicrobial peptides, and no functional cGAS–STING axis in Drosophila. They do not describe Toll as an RNA sensor or establish that all DNA sensing is absent. The paper also identifies a functional Drosophila STING protein that senses cyclic dinucleotides. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Chronic low-level stimulation of the immune system is viewed as a hallmark of aging and is often referred to as sterile inflammation.

    “Chronic low-level stimulation of the immune system is now viewed as a hallmark of aging111 and is often referred to as ‘sterile’ inflammation, since occurs in the absence of obvious infection with pathogens.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [111] Franceschi, C., Garagnani, P., Parini, P., Giuliani, C. & Santoro, A. Inflammaging: a new immune-metabolic viewpoint for age-related diseases. Nat. Rev. Endocrinol. 14, 576–590 (2018). source
  • May combine two claims.

    Premisecitation

    Interventions that silence retrotransposons extended normal life span in flies, and treatments with NRTIs partially rescued the shortened lifespans of several fly mutations that de-repress retrotransposons.

    “Remarkably, interventions that silence retrotransposons extended normal life span in flies, and treatments with NRTIs partially rescued the shortened lifespans of several fly mutations that de-repress retrotransposons35, 59.”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [35] Wood, J. G. et al. Chromatin-modifying genetic interventions suppress age-associated transposable element activation and extend life span in Drosophila. Proc. Natl Acad. Sci. USA 113, 11277–11282 (2016). Using chromatin-modifying genetic interventions and NRTI treatments in Drosophila, this study causally links retrotransposon activation with aging. source

      The Results section on genetic interventions (page not provided) reports that interventions maintaining transposable-element silencing extended fly life span. The pharmacological Results section reports that one reverse transcriptase inhibitor, 3TC, significantly extended life span in one short-lived, TE-sensitized Dicer-2 mutant background. It does not report NRTI treatment rescuing the life spans of several different mutations. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites [59] Jones, B. C. et al. A somatic piRNA pathway in the Drosophila fat body ensures metabolic homeostasis and normal lifespan. Nat. Commun. 7, 13856 (2016). source

      The Results section ('piRNA mutants show altered fat body function and lifespan'; page unavailable) reports that 3TC extended the shortened lifespan of flamenco mutants and recounts a similar finding for Dcr-2 mutants. It does not report an intervention in this study that extended normal fly lifespan; that finding appears only in the title of a cited study in the References. The paper also tests only one NRTI, 3TC, rather than multiple NRTI treatments. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    RNaseH2 digests the RNA strands of RNA:DNA hybrids and might reduce the levels of L1 nucleic acid species that interact with interferon sensors.

    “RNaseH2 digests the RNA strands of RNA:DNA hybrids122 and might reduce the levels of L1 nucleic acid species that interact with interferon sensors123.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [122] Uehara, R. et al. Two RNase H2 mutants with differential rNMP processing activity reveal a threshold of ribonucleotide tolerance for embryonic development. Cell Rep. 25, 1135–1145 (2018). source
    • cites [123] Bartsch, K. et al. RNase H2 loss in murine astrocytes results in cellular defects reminiscent of nucleic acid-mediated autoinflammation. Front. Immunol. 9, 587 (2018). source
  • May combine two claims.

    Premisecitation

    L1s are activated by loss of DNA methylation, which often occurs during premalignant hyperplasia; the resulting IFN-I response could then trigger cell death pathways.

    “L1s are activated by loss of DNA methylation, which often occurs during premalignant hyperplasia125; the resulting IFN-I response could then trigger cell death pathways.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [125] Kitkumthorn, N. & Mutirangura, A. Long interspersed nuclear element-1 hypomethylation in cancer: biology and clinical applications. Clin. Epigenetics 2, 315–330 (2011). source

      The section “LINE-1 methylation regulates gene expression in cis” (page unavailable) says LINE-1 transcriptional activity correlates with hypomethylation. “LINE-1 and other IRS methylation levels in cancer” reports hypomethylation in certain premalignant lesions, but does not establish that it often occurs during premalignant hyperplasia; it also reports hypermethylation in some lesions. The IFN-I and cell-death clause follows the citation and is not attributed to this source. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    AMD has been associated with downregulation of DICER1, and consequent elevation of Alu RNA levels activates the NLRP3 inflammasome in retinal pigmented epithelial cells, leading to cytotoxicity and degeneration.

    “AMD has been associated with the downregulation DICER1, and the consequent elevation of Alu RNA levels activates the NLRP3 (NOD, LRR and pyrin domain containing protein 3) inflammasome in retinal pigmented epithelial cells, leading to cytotoxicity and degeneration128.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [128] Tarallo, V. et al. DICER1 loss and Alu RNA induce age-related macular degeneration via the NLRP3 inflammasome and MyD88. Cell 149, 847–859 (2012). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    cGAS inhibitors are being developed.

    “cGAS inhibitors are being developed145.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [145] Lama, L. et al. Development of human cGAS-specific small-molecule inhibitors for repression of dsDNA-triggered interferon expression. Nat. Commun. 10, 2261 (2019). source
  • May combine two claims.

    Premisecitation

    ATM kinase inhibition in glial cells of Drosophila activated an innate immune response and elicited neurodegeneration.

    “ATM kinase inhibition in glial cells of Drosophila activated an innate immune response and elicited neurodegeneration142.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [142] Petersen, A. J., Rimkus, S. A. & Wassarman, D. A. ATM kinase inhibition in glial cells activates the innate immune response and causes neurodegeneration in Drosophila. Proc. Natl Acad. Sci. USA 109, E656–E664 (2012). source
  • May combine two claims.

    Premisecitation

    TREX1 degrades cytoplasmic L1 DNA and its loss initiates a cGAS/STING response.

    “TREX1 degrades cytoplasmic L1 DNA53 and its loss initiates a cGAS/STING response.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [53] Stetson, D. B., Ko, J. S., Heidmann, T. & Medzhitov, R. Trex1 prevents cell-intrinsic initiation of autoimmunity. Cell 134, 587–598 (2008). This work shows that loss of TREX1 in AGS results in accumulation of retrotransposon single-stranded DNA that drives an IFN-I response, and implicates somatic retrotransposon activation as a causal factor in human disease. source

      The citation is attached to the L1 DNA clause, not the subsequent cGAS/STING clause. In Results (“Identification of endogenous Trex1 DNA substrates” and “Trex1 metabolizes DNA of endogenous retroelements”), L1-derived DNA accumulates in Trex1-deficient mouse hearts, and Trex1 reduces L1 retrotransposition. The paper does not establish that the L1 DNA Trex1 degrades is cytoplasmic; the Discussion says L1 reverse transcription is thought to occur in the nucleus. Page numbers are unavailable in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Alu RNA was reverse transcribed in the cytoplasm and the cDNA activated cGAS/STING signaling.

    “Alu RNA was reverse transcribed in the cytoplasm and the cDNA activated cGAS/STING signaling95.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [95] Fukuda, S. et al. Cytoplasmic synthesis of endogenous Alu complementary DNA via reverse transcription and implications in age-related macular degeneration. Proc. Natl Acad. Sci. USA 118, e2022751118 (2021). source

      The Results (p. 3) report that Alu cDNA accumulates predominantly in the cytoplasm and requires reverse-transcriptase activity. The Discussion (page not provided) places Alu cDNA synthesis upstream of inflammasome activation, but our copy does not say that the cDNA activates cGAS/STING signaling. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Some old drugs such as aspirin and antimalarials quinacrine and chloroquine inhibit cGAS, suggesting that downregulating this pathway might confer health benefits.

    “Interestingly, some old drugs such as aspirin146 and antimalarials quinacrine and chloroquine147 inhibit cGAS, further suggesting that downregulating this pathway might confer health benefits.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [146] Dai, J. et al. Acetylation blocks cGAS activity and inhibits self-DNA-induced autoimmunity. Cell 176, 1447–1460 (2019). source
    • cites [147] Piscianz, E. et al. Reappraisal of antimalarials in interferonopathies: new perspectives for old drugs. Curr. Med. Chem. 25, 2797–2810 (2018). source
  • May combine two claims.

    Premisecitation

    Expression of a disease-associated human Tau protein in Drosophila neurons elicited loss of H3K9me2, widespread retrotransposon activation, DNA damage, and neuronal cell death that could be rescued with NRTIs.

    “Expression of a disease-associated human Tau protein in Drosophila neurons elicited loss of H3K9me2, widespread retrotransposon activation, DNA damage, and neuronal cell death that could be rescued with NRTIs139.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [139] Sun, W., Samimi, H., Gamez, M., Zare, H. & Frost, B. Pathogenic tau-induced piRNA depletion promotes neuronal death through transposable element dysregulation in neurodegenerative tauopathies. Nat. Neurosci. 21, 1038–1048 (2018). source

      The Results sections report altered retrotransposon expression and mobilization, neuronal death, and reduced neuronal death after treatment with 3TC, a nucleoside reverse-transcriptase inhibitor. The Drosophila-model section also lists DNA damage among the model’s phenotypes. Our copy discusses tau-induced heterochromatin relaxation but does not establish the claimed loss of H3K9me2; it reports a rescue experiment with one inhibitor, 3TC, rather than NRTIs generally. Page numbers were not available in our copy. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Loss of ATM in microglia led to accumulation of cytoplasmic DNA, activation of the cGAS-STING axis and production of neurotoxic cytokines.

    “Loss of ATM in microglia led to accumulation of cytoplasmic DNA, activation of the cGAS-STING axis and production of neurotoxic cytokines143.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [143] Song, X., Ma, F. & Herrup, K. Accumulation of cytoplasmic DNA due to ATM deficiency activates the microglial viral response system with neurotoxic consequences. J. Neurosci. 39, 6378–6394 (2019). source

      The Discussion (page not provided) states that ATM deficiency causes cytoplasmic DNA accumulation, activates STING-mediated inflammatory signaling in microglia, and leads to secretion of neurotoxic cytokines. The Results also show STING activation after ATM inhibition. Our copy does not identify or establish activation of cGAS, so it supports the STING pathway but not the more specific cGAS–STING axis. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Postmortem AD brain samples exhibited increased markers of open chromatin and elevated expression of retrotransposons.

    “Postmortem AD brain samples exhibited increased markers of open chromatin137 and elevated expression of retrotransposons138, 139.”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [137] Frost, B., Hemberg, M., Lewis, J. & Feany, M. B. Tau promotes neurodegeneration through global chromatin relaxation. Nat. Neurosci. 17, 357–366 (2014). source
    • cites [138] Guo, C. et al. Tau activates transposable elements in Alzheimer’s disease. Cell Rep. 23, 2874–2880 (2018). source
    • cites [139] Sun, W., Samimi, H., Gamez, M., Zare, H. & Frost, B. Pathogenic tau-induced piRNA depletion promotes neuronal death through transposable element dysregulation in neurodegenerative tauopathies. Nat. Neurosci. 21, 1038–1048 (2018). source

      The Results section (‘Aberrant transposable element transcription in human tauopathy’; page unavailable) reports increased expression of endogenous retroviruses in postmortem Alzheimer’s disease brain, but decreased expression of non-LTR retrotransposons. Thus, this source supports elevated expression of a subgroup, not an unqualified increase in retrotransposons. The open-chromatin clause carries a different citation (137) and is not attributed to this source. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    SAMHD1 interacts with L1 in multiple ways and might sequester ORF1 into stress granules.

    “SAMHD1 interacts with L1 in multiple ways52 and might sequester ORF1 into stress granules121.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [52] Zhao, K. et al. Modulation of LINE-1 and Alu/SVA retrotransposition by Aicardi-Goutières syndrome-related SAMHD1. Cell Rep. 4, 1108–1115 (2013). source
    • cites [121] Hu, S. et al. SAMHD1 inhibits LINE-1 retrotransposition by promoting stress granule formation. PLoS Genet. 11, e1005367 (2015). source
  • May combine two claims.

    Premisecitation

    Retrotransposon expression was positively associated with tangle burden in human cortical samples, as well as enrichment of the open chromatin mark H3K9ac at some HERV loci.

    “Retrotransposon expression was positively associated with tangle burden in human cortical samples, as well as enrichment of the open chromatin mark H3K9ac at some HERV loci138.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [138] Guo, C. et al. Tau activates transposable elements in Alzheimer’s disease. Cell Rep. 23, 2874–2880 (2018). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    NRTIs possess an anti-inflammatory action that reduces NLRP3 inflammasome activation independently of reverse transcriptase engagement.

    “Another possibility is the reported anti-inflammatory property of NRTIs to alleviate activation of the NLRP3 inflammasome without engaging reverse transcriptase129.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [129] Fowler, B. J. et al. Nucleoside reverse transcriptase inhibitors possess intrinsic anti-inflammatory activity. Science 346, 1000–1003 (2014). source
  • May combine two claims.

    Interpretationreasoning

    The deleterious effects of retrotransposons that are increasingly linked with aging are largely dependent on their encoded proteins and fall into three general mechanisms: genetic and epigenetic effects of retrotransposition, DNA damage from active or abortive retrotransposition, and immune pathway activation by retrotransposon nucleic acids.

    “the deleterious effects of retrotransposons increasingly being linked with aging appear to be largely dependent on the activities of their encoded proteins, and fall into three general mechanisms: genetic and epigenetic effects associated with retrotransposition, DNA damage associated with active or abortive retrotransposition, and activation of immune pathways associated with detection of retrotr”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisenone given

    All known human LTR retrotransposon sequences are mutated, and no single element appears capable of retrotransposition.

    “Although LTR retrotransposons (including endogenized retroviruses) comprise approximately 8% of the human genome, all known sequences are mutated and no single element appears to be capable of retrotransposition.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    Free DNA or dsRNA in the cytoplasm are generally perceived as invading pathogens, and in vertebrates their presence triggers the interferon system.

    “Free DNA or dsRNA in the cytoplasm are generally perceived as invading pathogens. In vertebrates their presence triggers the interferon system, which then orchestrates immune responses.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Collectively, these studies suggest that retrotransposons causally contribute to the aging process, and that interventions that oppose retrotransposon activity might improve healthy longevity.

    “Collectively, these studies suggest that retrotransposons causally contribute to the aging process, and that interventions that oppose retrotransposon activity might improve healthy longevity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisenone given

    Retrotransposon dsRNA species are processed into siRNAs in the nucleus and normally do not reach the cytoplasm in sufficient numbers to overcome self-tolerance.

    “Retrotransposon dsRNA species are processed into siRNAs in the nucleus and normally do not reach the cytoplasm in sufficient numbers to overcome self-tolerance.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given

    Mis-recognition of retrotransposons activated during aging as invading pathogens is an important driver of sterile inflammation, which in turn contributes to many aging-associated diseases.

    “We suggest that mis-recognition of retrotransposons activated during aging as invading pathogens is an important driver of sterile inflammation, which in turn contributes to many aging-associated diseases.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    There may not be a direct correlation between life span and transposon abundance; instead long-lived species may evolve better ways to respond to retrotransposons and associated inflammation.

    “Hence, there may not be a direct correlation between life span and transposon abundance but instead long-lived species may evolve better ways to respond to retrotransposons and associated inflammation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Given the current paucity of quantitative data, the frequency of DNA damage that can directly be attributed to retrotransposons is uncertain and might be quite low, especially during natural aging.

    “Given the current paucity of quantitative data, the frequency of DNA damage that can directly be attributed to retrotransposons is uncertain, and might be quite low, especially during natural aging.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Aicardi-Goutières syndrome is a childhood encephalopathy with similarities to SLE and strong IFN-I induction.

    “Aicardi–Goutières syndrome (AGS) is a childhood encephalopathy with similarities to SLE and strong IFN-I induction119.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [119] Crow, Y. J. & Manel, N. Aicardi-Goutières syndrome and the type I interferonopathies. Nat. Rev. Immunol. 15, 429–440 (2015). source
  • May combine two claims.

    Premisecitation

    AGS is caused by recessive mutations in TREX1, SAMHD1, ADAR and RNaseH2 or dominant mutations in MDA5, all involved in nucleic acid processing or sensing, DNA repair, or retrotransposon restriction.

    “It is caused by recessive mutations in TREX1, SAMHD1, ADAR and RNaseH2 or dominant mutations in MDA5, all of which are involved in nucleic acid processing or sensing, DNA repair, or retrotransposon restriction.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Small molecule inhibitors of STING have been reported and found to ameliorate STING-mediated inflammatory conditions in mouse models.

    “Small molecule inhibitors of STING have recently been reported144 and found to ameliorate STING-mediated inflammatory conditions in mouse models.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [144] Haag, S. M. et al. Targeting STING with covalent small-molecule inhibitors. Nature 559, 269–273 (2018). source
  • May combine two claims.

    Premisecitation

    ADAR edits Alu RNA, and gain of function mutations in MDA5 suggest that RNA-sensing mechanisms are involved in some AGS cases.

    “ADAR edits Alu RNA51, and gain of function mutations in MDA5 suggest that RNA-sensing mechanisms are involved in some AGS cases119.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [51] Rice, G. I. et al. Mutations in ADAR1 cause Aicardi-Goutières syndrome associated with a type I interferon signature. Nat. Genet. 44, 1243–1248 (2012). source
    • cites [119] Crow, Y. J. & Manel, N. Aicardi-Goutières syndrome and the type I interferonopathies. Nat. Rev. Immunol. 15, 429–440 (2015). source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The disadvantage of treatments that overly target immunity mechanisms is that they might increase susceptibility to infections.

    “The disadvantage of treatments that overly target immunity mechanisms is that they might increase susceptibility to infections.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Heterochromatin is lost and redistributed during aging.

    “The loss and redistribution of heterochromatin that occur during aging thus warrant further investigation.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    Certain steps of the retrotransposon lifecycle, including transcription and RNA sensor stimulation, are not expected to be directly inhibited by NRTIs.

    “This finding is intriguing given that some aspects of the retrotransposon lifecycle, such as transcription of the elements or stimulation of RNA sensors, should not be directly affected by NRTIs.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    L1 follows different lifecycles in proliferating cells versus senescent or postmitotic cells.

    “It appears that L1 has alternative lifecycles in proliferating and senescent/postmitotic cells, but the latter are not understood at all.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Repurposing NRTIs for multiple indications is feasible.

    “Given the good safety record of recent NRTIs in HIV treatment, repurposing these drugs for a variety of indications is feasible and would generate a wealth of new information.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Recent NRTIs have a good safety record in HIV treatment.
  • May combine two claims.

    Interpretationreasoning

    Aging impairs host control of retrotransposons, causing their derepression and subsequent innate immune pathway activation, toxicity and degeneration.

    “Recent discoveries reviewed here show a convergent theme in which advancing age weakens host mechanisms that control retrotransposons, leading to their derepression and eventual activation of innate immune pathways, toxicity and degeneration.”
    Quote in the paperSubstantial claim
64 of 64
  • The paper relies on this without support.

    Retrotransposon activity in somatic tissues is more prevalent than previously appreciated.

    “The recent appreciation that retrotransposons are likely to be more active in somatic tissues than hitherto appreciated brings into focus the possibility that retrotransposon activity might have effects on the life span of a single individual.”
  • The paper relies on this without support.

    Aging is the main cause of mortality and morbidity in the developed world.

    “By increasing susceptibility to a wide range of diseases aging is the main cause of mortality and morbidity in the developed world.”
  • The paper relies on this without support.

    The causes of sterile inflammation are many and remain inadequately defined.

    “The causes of sterile inflammation are probably many and remain inadequately defined.”
  • The paper relies on this without support.

    The human genome currently shows evidence of only LINE-1 and associated SINE retrotransposon activity.

    “whereas the human genome shows current evidence of only LINE-1 (and associated SINE) activity.”
  • The paper relies on this without support.

    Many NRTI drugs are FDA-approved for HIV treatment and are generally well tolerated.

    “Many NRTI drugs have been FDA approved for the treatment of HIV (human immunodeficiency virus) infections and are generally well-tolerated.”
  • The paper relies on this without support.

    NRTIs produce side effects when recognized by polymerases like mitochondrial DNA polymerase or telomerase.

    “However, NRTIs are not without side effects, as they can be recognized by cellular polymerases such as mitochondrial DNA polymerase or telomerase.”
  • The paper relies on this without support.

    Recent NRTIs have a good safety record in HIV treatment.

    “Given the good safety record of recent NRTIs in HIV treatment, repurposing these drugs for a variety of indications is feasible and would generate a wealth of new information.”
  • The paper relies on this without support.

    Inhibitors that are not NRTIs and attach to non-catalytic regions of HIV reverse transcriptase have achieved considerable success.

    “Non-NRTI inhibitors that bind to non-catalytic sites on the HIV reverse transcriptase have been quite successful, and the same strategy can be pursued with retrotransposons.”
  • The paper relies on this without support.

    SIRT6 participates in DNA repair, telomere maintenance and metabolism.

    “SIRT6 is involved in multiple processes which include DNA repair, telomere maintenance and metabolism.”
  • The paper relies on this without support.

    It is well established that senescent cells show retrotransposon activation.

    “Retrotransposon activation in senescent cells is well established, but the extent and mechanism of activation in postmitotic cells (such as neurons or myocytes) is not known.”
  • The paper relies on this without support.

    Cytoplasmic L1 cDNAs stimulate cGAS/STING signaling.

    “L1 has emerged as an important driver of IFN-I activation, but the genesis of the cytoplasmic L1 cDNAs that stimulate cGAS/STING signaling is not yet known.”
11 of 11

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Ectopic retrotransposon activation has been associated with DNA damage and genomic instability.

    “Since ectopic retrotransposon activation has been associated with DNA damage and genomic instability (87, 90)”
  • Dysregulation of retrotransposon elements (RTEs) in aging may trigger inflammatory responses.

    “It was previously shown that dysregulation of retrotransposon elements (RTEs) in aging may trigger inflammatory responses (86–88)”
  • Retrotransposon activation is an intrinsic and conserved feature of the aging process.

    “Retrotransposon activation has also been observed in mammalian cells lacking typical senescence markers, as well as in aged model organisms that do not display cellular senescence, suggesting that retrotransposon activation is an intrinsic and conserved feature of the aging process (Gorbunova et al., 2021).”

    From Cytoplasmic DNA: sources, sensing, and role in aging and disease (2021) · cites this paper as Gorbunova et al., 2021

  • Increased expression of retrotransposable elements is associated with aging and disease.

    “Several studies have now provided evidence that increased expression of retrotransposable elements is associated with aging and disease (recently reviewed in (Gorbunova et al., 2021)).”

    From Cytoplasmic DNA: sources, sensing, and role in aging and disease (2021) · cites this paper as Gorbunova et al., 2021

  • Retrotransposons are known to be activated in senescent cells.

    “Retrotransposons are known to be activated in senescent cells (De Cecco et al., 2019; Gorbunova et al., 2021).”

    From Cytoplasmic DNA: sources, sensing, and role in aging and disease (2021) · cites this paper as Gorbunova et al., 2021

Cites

Flagged first, then by citations

3 of the 158 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Gorbunova, V., Seluanov, A., Mita, P., McKerrow, W., Fenyö, D., Boeke, J. D., Linker, S. B., Gage, F. H., Kreiling, J. A., Petrashen, A. P., Woodham, T. A., Taylor, J. R., Helfand, S. L., & Sedivy, J. M.
Affiliations
  • University of Rochester Medicine (US)
  • NYU Langone Health (US)
  • Salk Institute for Biological Studies (US)
  • Brown University (US)
Corresponding author
Sedivy, John M.
Venue
Nature
Published
2021-08-04
Volume
596
Issue
7870
Pages
43-53
ISSN
  • 0028-0836 (ISSN-L)
  • 1476-4687
OpenAlex
W3188425922
Cited by
457
References
158
Citations by year
2026: 51 · 2025: 138 · 2024: 100 · 2023: 81 · 2022: 55 · 2021: 5
FWCI
36.86
Type
journal article
Language
en
Open access
Locations
  • Nature (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
Topics
  • Life Sciences › Agricultural and Biological Sciences › Plant Science › Chromosomal and Genetic Variations
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Aging › Genetics, Aging, and Longevity in Model Organisms
  • Health Sciences › Medicine › Physiology › Telomeres, Telomerase, and Senescence
Keywords
retrotransposons, transposable elements, aging, age-related diseases, somatic transposition, germline transposition, host-parasite coevolution, repetitive DNA
MeSH terms
Aging, Animals, Disease, DNA Damage, Humans, Immunity, Innate, Genome, Human, Retroelements

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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