Genome-wide detection of tandem DNA repeats that are expanded in autism
Open accessAbstract
Tandem DNA repeats vary in the size and sequence of each unit (motif). When expanded, these tandem DNA repeats have been associated with more than 40 monogenic disorders1. Their involvement in disorders with complex genetics is largely unknown, as is the extent of their heterogeneity. Here we investigated the genome-wide characteristics of tandem repeats that had motifs with a length of 2–20 base pairs in 17,231 genomes of families containing individuals with autism spectrum disorder (ASD)2,3 and population control individuals4. We found extensive polymorphism in the size and sequence of motifs. Many of the tandem repeat loci that we detected correlated with cytogenetic fragile sites. At 2,588 loci, gene-associated expansions of tandem repeats that were rare among population control individuals were significantly more prevalent among individuals with ASD than their siblings without ASD, particularly in exons and near splice junctions, and in genes related to the development of the nervous system and cardiovascular system or muscle. Rare tandem repeat expansions had a prevalence of 23.3% in children with ASD compared with 20.7% in children without ASD, which suggests that tandem repeat expansions make a collective contribution to the risk of ASD of 2.6%. These rare tandem repeat expansions included previously undescribed ASD-linked expansions in DMPK and FXN, which are associated with neuromuscular conditions, and in previously unknown loci such as FGF14 and CACNB1. Rare tandem repeat expansions were associated with lower IQ and adaptive ability. Our results show that tandem DNA repeat expansions contribute strongly to the genetic aetiology and phenotypic complexity of ASD. Genome-wide analysis of tandem DNA repeats in the genomes of individuals with autism spectrum disorder and control participants reveals a strong contribution of tandem repeat expansions to the genetic aetiology and phenotypic complexity of autism spectrum disorder.
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- Findingown data
Rare tandem repeat expansions occurred in 23.3% of autistic children and 20.7% of unaffected children.
“Rare tandem repeat expansions had a prevalence of 23.3% in autism-affected children versus 20.7% in unaffected children”
Quote in the paperSubstantial claim - Findingown data
The study observed broad variation in tandem repeat motif size and sequence.
“We found extensive polymorphism in motif size and sequence.”
Quote in the paperNot a substantial claim - Findingown data
Rare gene-associated tandem repeat expansions at 2,588 loci were more common in autistic individuals than in their unaffected siblings.
“At 2,588 loci, gene-associated tandem repeat expansions that were rare among population controls were significantly more prevalent among individuals with autism than their unaffected siblings”
Quote in the paperSubstantial claim - Findingown data
These tandem repeat expansions were associated with lower IQ and adaptive ability.
“These were associated with lower IQ and adaptive ability.”
Quote in the paperSubstantial claim - Findingown data
These rare expansions were especially found in exons and near splice junctions.
“particularly in exons and near splice junctions”
Quote in the paperNot a substantial claim
- Findingown data
These rare expansions were especially in genes tied to nervous system development and cardiovascular or muscle systems.
“in genes related to nervous system development and cardiovascular system or muscle”
Quote in the paperNot a substantial claim - Findingown data
A tandem repeat tract can have multiple motifs, averaging about 1.2 motifs per region.
“revealing that a given tract could have more than one motif, with ~1.2 different motifs per region”
Quote in the paperNot a substantial claim - Findingown data
The study classified 2,588 tandem repeat regions (3,339 motifs) as rare tandem repeat expansions.
“This resulted in 2,588 tandem repeat-containing regions (3,339 motifs) being categorized as rare tandem repeat expansions”
Quote in the paperSubstantial claim - Findingown data
Tandem repeat regions were enriched in known polymorphic simple sequence repeat regions (OR=6.24; p<2.2×10−16).
“they were prevalent in known polymorphic simple sequence repeat regions previously detected by Tandem Repeats Finder35 in 1,031,708 locations in the human reference genome (odds ratio (OR)=6.24; p<2.2×10−16)36.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [35] Benson, G. Tandem repeats finder: a program to analyze DNA sequences. Nucleic Acids Res. 27, 573–580 (1999). source
Not checked in the free run.
- cites [36] Willems, T., Gymrek, M., Highnam, G., Mittelman, D. & Erlich, Y. The landscape of human STR variation. Genome Res. 24, 1894–1904 (2014). source
Not checked in the free run.
- Findingown data
FRA19B overlapped a CGG tandem repeat in the LINGO3 5' UTR.
“One of the potentially novel mapped fragile sites was FRA19B, which overlapped with a CGG tandem repeat detected at the 5’ untranslated region in LINGO3.”
Quote in the paperNot a substantial claim - Findingown data
Among regions overlapping known simple sequence repeats, 1,149 (6%) had at least one motif absent from the reference.
“For the tandem repeat-containing regions that overlapped known simple sequence repeat regions, 1,149 (6%) had at least one motif not found in the reference sequence.”
Quote in the paperNot a substantial claim - Findingown data
10 of 13 molecularly unmapped fragile sites overlapped with at least one GC-rich EHdn tandem repeat region.
“10 of 13 (76.9%) of the currently molecularly unmapped fragile sites overlapped with at least one GC-rich tandem repeat-containing region detected by EHdn”
Quote in the paperSubstantial claim - Findingown data
14,003 (42.3%) of reported tandem repeat regions were previously unreported.
“Of the tandem repeat-containing regions reported here, 14,003 (42.3%) have not been previously reported.”
Quote in the paperNot a substantial claim - Findingown data
72.2% of repeat tracts had motifs shorter than 7 bp.
“The majority (72.2%) of repeat tracts had motifs <7 bp”
Quote in the paperNot a substantial claim - Findingown data
The study found 37,865 tandem repeat motifs in 31,793 genomic regions.
“We identified 37,865 tandem repeat motifs in 31,793 distinct regions of the human genome”
Quote in the paperNot a substantial claim - Findingown data
Tandem repeat regions were depleted in conserved DNA sequences.
“but depleted within conserved DNA sequences (OR=0.24; p<2.2×10−16 for PhastCons and OR=0.71; p=0.04 for phyloP)”
Quote in the paperNot a substantial claim - Findingown data
Parents of children with these rare expansions had average repeat lengths at the 99th percentile.
“since the average repeat length of these parents was at the 99th percentile of the length distribution”
Quote in the paperSubstantial claim - Findingown data
Rare expansion burden was higher in known ASD-risk genes from SFARI (OR=2.51; p=0.03).
“burden of rare tandem repeat expansions was significantly more pronounced in known ASD-risk genes from SFARI40 (OR=2.51; p=0.03)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [40] Yuen, R. K. C. et al. Whole-genome sequencing of quartet families with autism spectrum disorder. Nat. Med. 21, 185–191 (2015). source
Not checked in the free run.
- Findingown data
There was no significant difference in rare expansion detection between MSSNG and SSC.
“there was no significant difference in the detection rate of rare tandem repeat expansions between the two cohorts”
Quote in the paperSubstantial claim - Findingown data
No difference was found for intergenic tandem repeat expansions.
“No difference was detected for tandem repeat expansions in intergenic regions (without using intergenic expansions as a covariate)”
Quote in the paperNot a substantial claim - Findingown data
Rare tandem repeat expansion detection was 23.3% in ASD children and 20.7% in unaffected children.
“The detection rate of rare tandem repeat expansions was 23.3% in ASD-affected children and 20.7% in unaffected children”
Quote in the paperSubstantial claim - Findingown data
ASD-linked genes with rare expansions were predominantly in cardiovascular or muscle and nervous system development pathways.
“ASD-linked genes with rare tandem repeat expansions were predominantly involved in cardiovascular system or muscle (OR=2.44; p=0.001; FWER=0.04) and nervous system development (OR=2.2; p=0.005; FWER=0.16)”
Quote in the paperSubstantial claim - Findingown data
Genes with rare expansions near transcription start sites or splice junctions were more constrained than other genes.
“genes harbouring rare tandem repeat expansions near transcription start sites or splice junctions were significantly more constrained (gnomAD o/e) than other genes (p=2×10−5 and 1.6×10−6, respectively)”
Quote in the paperSubstantial claim - Findingown data
These genes were not associated with common variant risk in prior ASD GWAS.
“The genes involved were not associated with common variant risk based on previous genome-wide association studies (GWAS) for ASD and ASD-correlated traits”
Quote in the paperSubstantial claim - Findingown data
There was no correlation between de novo deleterious variants and rare tandem repeat expansions.
“There was no correlation between the presence of de novo deleterious (deletion41 and loss of function) variants and rare tandem repeat expansions”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [41] Banerjee-Basu, S. & Packer, A. SFARI Gene: an evolving database for the autism research community. Dis. Model. Mech. 3, 133–135 (2010). source
Not checked in the free run.
- Findingown data
Rare expansions were closer to splice junctions than known simple sequence repeats and EHdn repeats.
“and splice junctions (p=0.002 and 0.03)”
Quote in the paperSubstantial claim - Findingown data
X-linked tandem repeat loci showed no significant difference between ASD children and unaffected siblings when analyzed by sex.
“X-linked tandem repeat loci were analyzed separately by sex, but there was no significant difference between ASD-affected children and their unaffected siblings”
Quote in the paperNot a substantial claim - Findingown data
Rare expansions were closer to nearest transcription start sites than known simple sequence repeats and EHdn repeats.
“rare tandem repeat expansions were located closer to the genes’ nearest transcriptional start sites (Wilcoxon test, p=0.003 and 0.01 for known simple sequence repeats and EHdn-detected tandem repeats, respectively)”
Quote in the paperSubstantial claim - Findingown data
ASD-associated rare expansions were enriched in exonic and splicing regions.
“We found the ASD-associated rare tandem repeat expansions to be increased in exonic (OR=2.62; p=0.02; family-wise error rate (FWER)=0.16) and splicing (OR=1.78; p=0.02; FWER=0.16) regions”
Quote in the paperSubstantial claim - Findingown data
Rare genic tandem repeat expansions were more common in ASD children than unaffected siblings (OR=1.37; p=3×10−3).
“Rare, genic (as defined above) tandem repeat expansions were more prevalent in children with ASD (N=1,812) than in their unaffected siblings (N=1,485) (OR=1.37; p=3×10−3)”
Quote in the paperSubstantial claim - Findingown data
Top tandem repeat expansions were rare (≤0.1%) in 1,612 additional population controls.
“We included 1,612 additional population controls to verify that the top tandem repeat expansions were rare (≤0.1% frequency) in population controls”
Quote in the paperSubstantial claim - Findingown data
The 2,588 regions expanded in ASD predominantly occur in genes involved in nervous system development, cardiovascular system, and muscle.
“we identified 2,588 tandem repeat-containing regions that, when expanded in ASD, predominantly occur in genes involved in biological functions and pathways, such as those involved in nervous system development, the cardiovascular system and muscle tissues.”
Quote in the paperSubstantial claim - Findingown data
Rare expansions in enriched gene sets trended more common in females than males (OR=1.3; p=0.11).
“we found a trend of rare tandem repeat expansions in the enriched gene sets more often in females than in males (OR=1.3; p=0.11)”
Quote in the paperNot a substantial claim - Findingown data
No known disease locus among 49 tested showed significant enrichment in ASD above disease-causing threshold.
“We used ExpansionHunter to genotype 49 known disease loci, 18 of which have disease-causing size thresholds smaller than detectable by EHdn (150 bp), and there was no statistically significant enrichment in ASD-affected individuals exceeding the disease-causing threshold for any locus”
Quote in the paperSubstantial claim - Findingown data
None of these regions individually showed statistically significant increase in ASD subjects due to rarity.
“Due to their rarity, none of these regions considered individually were statistically increased in ASD subjects.”
Quote in the paperSubstantial claim - Findingown data
ExpansionHunter underestimated the size of longer CTG repeats.
“Predictions of the presence of longer CTG repeats were validated by repeat-primed PCR, although the estimated size by ExpansionHunter was shown to be an underestimate (the saw-tooth pattern of repeat-primed PCR extended longer than the predicted size).”
Quote in the paperNot a substantial claim - Findingown data
Short CTG repeats were correctly sized by ExpansionHunter, matching fragment analysis.
“While short CTG repeats were correctly sized by ExpansionHunter (the results were perfectly matched with fragment analysis), slight discrepancies were observed in the estimates for premutation alleles between ExpansionHunter and PCR-based fragment analysis.”
Quote in the paperNot a substantial claim - Findingown data
Rare folate-sensitive fragile sites that are molecularly unmapped were found to overlap with GC-rich tandem repeats.
“Molecularly unmapped rare folate-sensitive fragile sites overlapped with GC-rich tandem repeats.”
Quote in the paperNot a substantial claim - Interpretationown data
Rare tandem repeat expansions may collectively account for about 2.6% of autism risk.
“suggesting a collective contribution to autism risk of 2.6%.”
Quote in the paperSubstantial claim - Premisecitation
More complex structural DNA variations are involved in ASD.
“More complex structural DNA variations are also involved in ASD15,16.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [15] Marshall, C. R. et al. Structural variation of chromosomes in autism spectrum disorder. Am. J. Hum. Genet. 82, 477–488 (2008). source
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- cites [16] Brandler, W. M. et al. Paternally inherited cis-regulatory structural variants are associated with autism. Science 360, 327–331 (2018). source
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- Premisecitation
Known genetic factors explain only about 20% of ASD cases.
“collectively, these genetic factors are involved in the etiology of only ~20% of ASD cases17,18.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [17] Bourgeron, T. From the genetic architecture to synaptic plasticity in autism spectrum disorder. Nat. Rev. Neurosci. 16, 551–563 (2015). source
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- cites [18] Tammimies, K. et al. Molecular diagnostic yield of chromosomal microarray analysis and whole-exome sequencing in children with autism spectrum disorder. J. Am. Med. Assoc. 314, 895–903 (2015). source
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- Premisecitation
A new algorithm can detect alternative repeat motifs from genome sequence.
“but a novel algorithm can now detect them from genome sequence28.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [28] Rafehi, H. et al. Bioinformatics-based identification of expanded repeats: a non-reference intronic pentamer expansion in RFC1 causes CANVAS. Am. J. Hum. Genet. 105, 151–165 (2019). source
Not checked in the free run.
- Premisecitation
A tandem repeat-related gene can contribute to multiple clinically distinct conditions.
“A given tandem repeat-related gene can contribute to a variety of clinically distinct conditions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Hagerman, R. J. et al. Fragile X-associated neuropsychiatric disorders (FXAND). Front. Psychiatry 9, 564 (2018). source
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- Premisecitation
Missing ASD heritability may partly result from difficulty resolving repetitive DNA variants from short-read data.
“the “missing heritability” could, in part, be attributed to the difficulty of resolving complex variants such as variations in repetitive regions of DNA from short-read next-generation sequence data24,25.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [24] Hannan, A. J. Tandem repeat polymorphisms: modulators of disease susceptibility and candidates for ‘missing heritability’. Trends Genet. 26, 59–65 (2010). source
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- cites [25] Bahlo, M. et al. Recent advances in the detection of repeat expansions with short-read next-generation sequencing. F1000Res. 7, 736 (2018). source
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- Premisecitation
Alternative repeat motifs occur in some tandem repeat expansion disorders, complicating detection.
“Alternative repeat motifs are found in some disorders associated with tandem repeat expansions26,27, which complicates identification”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [26] Cortese, A. et al. Biallelic expansion of an intronic repeat in RFC1 is a common cause of late-onset ataxia. Nat. Genet. 51, 649–658 (2019). source
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- cites [27] Sato, N. et al. Spinocerebellar ataxia type 31 is associated with “inserted” penta-nucleotide repeats containing (TGGAA)n. Am. J. Hum. Genet. 85, 544–557 (2009). source
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- Premisecitation
Genome sequencing leaves most ASD cases genetically unsolved.
“even its application leaves the majority of ASD cases “genetically unsolved”2,19–21.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [2] Yuen, R. K. C. et al. Whole genome sequencing resource identifies 18 new candidate genes for autism spectrum disorder. Nat. Neurosci. 20, 602–611 (2017). source
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- cites [19] An, J.-Y. et al. Genome-wide de novo risk score implicates promoter variation in autism spectrum disorder. Science 362, eaat6576 (2018). source
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- cites [20] Jiang, Y. H. et al. Detection of clinically relevant genetic variants in autism spectrum disorder by whole-genome sequencing. Am. J. Hum. Genet. 93, 249–263 (2013). source
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- cites [21] Werling, D. M. et al. An analytical framework for whole-genome sequence association studies and its implications for autism spectrum disorder. Nat. Genet. 50, 727–736 (2018). source
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- Study design and conductown data
A LINGO3 repeat expansion in one sample was confirmed by repeat-primed PCR and Southern blotting.
“An expansion of this tandem repeat in one sample was confirmed by repeat-primed PCR and Southern blotting”
Quote in the paperNot a substantial claim - Study design and conductown data
EHdn calls in HuRef were validated at 77% against long-read data.
“We could validate 77% of the tandem repeats detected by EHdn in the HuRef genome31 by comparing to tandem repeats detected by an orthogonal strategy involving long-read sequencing data”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Levy, S. et al. The diploid genome sequence of an individual human. PLoS Biol. 5, e254 (2007). source
Not checked in the free run.
- Premisecitation
Disease-causing, functionally impactful tandem repeat expansions tend to be large and rare in the general population.
“Tandem repeat expansions that are disease-causing and functionally impactful tend to be large and rare in the general population1,38.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [1] López Castel, A., Cleary, J. D. & Pearson, C. E. Repeat instability as the basis for human diseases and as a potential target for therapy. Nat. Rev. Mol. Cell Biol. 11, 165–170 (2010). source
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- cites [38] Hannan, A. J. Tandem repeats mediating genetic plasticity in health and disease. Nat. Rev. Genet. 19, 286–298 (2018). source
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- Interpretationcitation
The transmission expansion bias of longer repeats matches instability trends for almost all disease-associated tandem repeats.
“This transmission expansion bias of longer tandem repeats is consistent with the instability trends for almost every disease-associated tandem repeat1,38.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [1] López Castel, A., Cleary, J. D. & Pearson, C. E. Repeat instability as the basis for human diseases and as a potential target for therapy. Nat. Rev. Mol. Cell Biol. 11, 165–170 (2010). source
Not checked in the free run.
- cites [38] Hannan, A. J. Tandem repeats mediating genetic plasticity in health and disease. Nat. Rev. Genet. 19, 286–298 (2018). source
Not checked in the free run.
- Interpretationown data
Rare tandem repeat expansions may contribute up to 2.6% of ASD risk.
“suggesting that as much as 2.6% of ASD risk may be contributed by rare tandem repeat expansions (Wilcoxon test, p=0.03).”
Quote in the paperNot a substantial claim - Interpretationown data
Altered transcription or splicing may be important mechanisms for ASD-associated tandem repeat expansions.
“suggesting that alteration of transcription or splicing may be important mechanisms for ASD-associated tandem repeat expansions.”
Quote in the paperSubstantial claim - Interpretationown data
This provides compelling evidence for rare expansions in ASD-related phenotypes.
“This provides compelling evidence for the role of rare tandem repeat expansions in ASD-related phenotypes2,39,50.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [2] Yuen, R. K. C. et al. Whole genome sequencing resource identifies 18 new candidate genes for autism spectrum disorder. Nat. Neurosci. 20, 602–611 (2017). source
Not checked in the free run.
- cites [39] Lek, M. et al. Analysis of protein-coding genetic variation in 60,706 humans. Nature 536, 285–291 (2016). source
Not checked in the free run.
- cites [50] Tsai, L. Y. & Beisler, J. M. The development of sex differences in infantile autism. Br. J. Psychiatry 142, 373–378 (1983). source
Not checked in the free run.
- Interpretationown data
Some genes may be prone to expansions with different repeat motifs.
“This suggests that some genes may be prone to expansions with different repeat motifs.”
Quote in the paperNot a substantial claim - Interpretationown data
The findings advance ASD genetics by discovering many genes involved in tandem repeat expansions not previously identified by conventional analyses.
“Our findings represent a significant advancement in ASD genetics, as we discovered many genes involved in the tandem repeat expansions that had not been previously identified using conventional genomic analyses”
Quote in the paperSubstantial claim - Study design and conductown data
Expansions in 10 genes were confirmed with ExpansionHunter, read pile-ups, gel electrophoresis, and Sanger sequencing.
“We confirmed the tandem repeat expansions in these 10 genes using another tandem repeat detection algorithm, ExpansionHunter47,48, as well as by visualizing read pile-ups and by gel electrophoresis and Sanger sequencing”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [47] Lagrue, E. et al. A large multicenter study of pediatric myotonic dystrophy type 1 for evidence-based management. Neurology 92, e852–e865 (2019). source
Not checked in the free run.
- cites [48] Dolzhenko, E. et al. Detection of long repeat expansions from PCR-free whole-genome sequence data. Genome Res. 27, 1895–1903 (2017). source
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- Study design and conductown data
Independent validation showed the method usually underestimated repeat units at large expanded tandem repeats.
“our independent experimental validation showed that our method usually underestimated the number of repeat units at the large expanded tandem repeats.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
The study could not perform a comprehensive genome-wide scan for tandem repeats <150 bp due to algorithm limitations.
“due to limitations in existing algorithms, we were unable to perform a comprehensive genome-wide scan for tandem repeats <150 bp.”
Quote in the paperNot a substantial claim - Interpretationown data
This trend may support differential genetic loading in males and females in ASD.
“which may further support the differential genetic loading for males and females in ASD49.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [49] Dolzhenko, E. et al. ExpansionHunter: a sequence-graph-based tool to analyze variation in short tandem repeat regions. Bioinformatics 35, 4754–4756 (2019). source
Not checked in the free run.
- Interpretationown data
The unbiased approach confirmed a previously indicated ASD-DMPK tandem repeat expansion association.
“Thus, our independent, unbiased approach confirmed a previously indicated association between ASD and DMPK tandem repeat expansions45,46.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [45] Shoubridge, C. et al. Is there a Mendelian transmission ratio distortion of the c.429_452dup(24bp) polyalanine tract ARX mutation? Eur. J. Hum. Genet. 20, 1311–1314 (2012). source
Not checked in the free run.
- cites [46] Ekström, A.-B., Hakenäs-Plate, L., Samuelsson, L., Tulinius, M. & Wentz, E. Autism spectrum conditions in myotonic dystrophy type 1: a study on 57 individuals with congenital and childhood forms. Am. J. Med. Genet. B. Neuropsychiatr. Genet. 147B, 918–926 (2008). source
Not checked in the free run.
- Interpretationown data
Correlation between tandem repeat expansions and clinical outcomes points to their role in shaping cognitive and behavioral phenotypes in ASD.
“the substantial correlation between the tandem repeat expansions and clinical outcomes point to their involvement in shaping cognitive and behavioral phenotypes in ASD.”
Quote in the paperSubstantial claim - Interpretationown data
DMPK had not been conclusively linked to ASD before because most ASD-relevant alterations were not detected until expanded repeats were analyzed in this study.
“DMPK, in which rare SNVs and CNVs were found in individuals with ASD, had not been conclusively linked to ASD previously, because the majority of ASD-relevant alterations were not detected until the expanded tandem repeats were analyzed in our study.”
Quote in the paperSubstantial claim - Interpretationreasoning
Individual rarity prevents establishing individual contributions of expanded tandem repeats to ASD or their influence on penetrance and phenotypes.
“Although we have demonstrated that expanded tandem repeats collectively contribute to ASD, their individual rarity prevents us from establishing their individual contributions to ASD or their influence on penetrance and other phenotypic parameters.”
Quote in the paperSubstantial claim - Premisecitation
ExpansionHunter estimates allele-specific tandem repeat sizes with high accuracy (precision=0.91, recall=0.99).
“which estimates allele-specific tandem repeat sizes for each genomic coordinate and motif supplied by the user with high accuracy (precision=0.91, recall=0.99)48.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [48] Dolzhenko, E. et al. Detection of long repeat expansions from PCR-free whole-genome sequence data. Genome Res. 27, 1895–1903 (2017). source
Not checked in the free run.
- Study design and conductown data
The presence of longer CTG repeats was validated by repeat-primed PCR.
“Predictions of the presence of longer CTG repeats were validated by repeat-primed PCR, although the estimated size by ExpansionHunter was shown to be an underestimate (the saw-tooth pattern of repeat-primed PCR extended longer than the predicted size).”
Quote in the paperNot a substantial claim - Interpretationreasoning
Tandem repeat changes that do not exceed the sequence read length are missed by EHdn.
“Such changes will be missed by EHdn.”
Quote in the paperSubstantial claim- Rests on an assumption: For EHdn to detect a tandem repeat, the repeat must be longer than the sequence read length (e.g., >150 bp).
- Classified as probably not a substantial claim. 40
- May combine two claims. 21
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataMany tandem repeat regions correlated with cytogenetic fragile sites.
“Many correlated with cytogenetic fragile sites.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataTandem repeat regions were enriched in GC-rich regions and known fragile sites.
“These tandem repeat-containing regions were more prevalent in GC-rich regions (OR=1.05; p<2.2×10−16) and all (common and rare) known fragile site regions (OR=1.12; p=1.2×10−4)”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown data5.6% of motifs contained only A or T, and 0.4% only C or G.
“Of the motifs, 5.6% were composed only of A or T nucleotides, and only 0.4% were composed of C or G only”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data2,529 regions (8%) had more than one motif, with up to 92 motifs in one region.
“There were 2,529 regions (8%) with more than one motif, and as many as 92 different motifs in a single region”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataTandem repeat regions co-localized with 9 of 11 molecularly mapped rare folate-sensitive fragile sites, all CG-containing.
“tandem repeat-containing regions we identified co-localized to 9 of 11 (81.8%) of the molecularly mapped rare folate-sensitive fragile sites37, all at CG-containing tandem repeats”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [37] Bignell, G. R. et al. Signatures of mutation and selection in the cancer genome. Nature 463, 893–898 (2010). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataMotif counts per region varied across chromosomes in an apparently non-random way.
“The number of motifs per region varied across chromosomes in an apparently non-random manner”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe most common motif size was 2 bp, found in 27.7% of repeat tracts.
“The most common motif size was 2 bp, found in 27.7% of repeat tracts.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn genic regions, tandem repeat regions were enriched upstream and in 5' UTRs but depleted in exons and 3' UTRs.
“In genic regions, tandem repeat-containing regions were more common than the genomic average in upstream (OR=1.33; p<2.2×10−16) (1 kb from transcription start sites) and 5’ untranslated (OR=1.2; p<2.2×10−16) regions but less common in exonic (OR=0.61; p<2.2×10−16) and 3’ untranslated (OR=0.43; p<2.2×10−16) regions”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationTandem repeat motifs were mostly (>40%) AC- or AG-rich.
“the motifs were predominantly (>40%) AC- (GT- on the opposite strand) or AG- (CT- on the opposite strand) rich”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [34] Subramanian, S., Mishra, R. K. & Singh, L. Genome-wide analysis of microsatellite repeats in humans: their abundance and density in specific genomic regions. Genome Biol. 4, R13 (2003). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataAmong small motifs, even sizes outnumbered odd sizes, but not among larger motifs.
“In the smallest size range, even-numbered motif sizes (2, 4 and 6 bp) notably outnumbered the odd-numbered sizes (3 and 5 bp), whereas no such trend was evident among the larger motifs”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataTransmitted large repeats were enriched in unaffected SSC siblings, but were more likely further expanded in ASD-affected individuals.
“We also detected an enrichment for transmitted large tandem repeats in SSC unaffected siblings; however, these tandem repeats were more likely to be further expanded in ASD-affected individuals”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNervous system development and cardiovascular or muscle were among top enriched gene sets for transmitted large repeats.
“nervous system development and cardiovascular system or muscle were also among the top enriched gene sets”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataRare expansions generally arose from further expansion of already-large parental repeats, but not in unaffected siblings.
“These rare tandem repeat expansions generally represented further expansions from already-large tandem repeats from the previous generation (but not in the unaffected siblings)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn ASD individuals, large tandem repeats were more often transmitted and more prevalent in exons and splice sites.
“we found that in individuals with ASD, these large tandem repeats were more likely to be transmitted and were more prevalent in exons and splice sites”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe study found 7 ASD individuals from unrelated families and 1 unaffected sibling carrying rare DMPK CTG expansions, validated experimentally.
“We identified 7 individuals with ASD from unrelated families and 1 unaffected sibling that carry rare CTG repeat expansions in DMPK (experimentally validated with repeat-primed PCR and Southern blotting”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSubjects with rare expansions had lower IQ and Vineland Adaptive Behavioral scores.
“subjects with rare tandem repeat expansions had lower IQ (Wilcoxon test, p=0.001) and Vineland Adaptive Behavioral standard scores (Wilcoxon test, p=0.019)”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataRare expansions in 57 loci within enriched gene sets accounted for 2.2% of SSC ASD cases and 2.5% of entire cohorts.
“Rare tandem repeat expansions in 57 loci (having a higher frequency in ASD-affected individuals than unaffected siblings) within these enriched gene sets collectively accounted for 2.2% (40 of 1,812) of the ASD cases in SSC (OR=4.76; p=2×10−5), and 2.5% in the entire cohorts (129 of 5,194)”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe study revealed more extensive tandem repeat sequence variability than previously recognized, with 8% having multiple motifs.
“we have revealed far more extensive variability among tandem repeat sequences than previously recognized in the human genome, with 8% of the tandem repeats interrogated having more than one motif detected.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe premutation CTG repeat length (42 CTGs) was close to the HiSeq X read length (150 bp).
“Note that the length of the premutation CTG repeats (42 CTGs) was close to the read length of the HiSeq X platform (150 bp).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataSlight discrepancies were observed between ExpansionHunter and PCR-based fragment analysis for premutation CTG allele size estimates.
“While short CTG repeats were correctly sized by ExpansionHunter (the results were perfectly matched with fragment analysis), slight discrepancies were observed in the estimates for premutation alleles between ExpansionHunter and PCR-based fragment analysis.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe father in those families had only the unexpanded allele.
“The father has only the unexpanded allele.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn both families shown, the tandem repeat expansion was transmitted from the mother to the child.
“In both families, the expansion is transmitted from the mother to the child (samples highlighted in red).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOf the three distributions of EHdn-detected tandem repeat counts, the distribution for samples within mean ± 3 SD is closest to normal.
“Of the 3 distributions, c is closest to the normal distribution.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationExpanded tandem DNA repeats have been linked to more than 40 single-gene disorders.
“When expanded, they have been associated with >40 monogenic disorders1.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [1] López Castel, A., Cleary, J. D. & Pearson, C. E. Repeat instability as the basis for human diseases and as a potential target for therapy. Nat. Rev. Mol. Cell Biol. 11, 165–170 (2010). source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationGenetic factors contribute to ASD etiology.
“Genetic factors contribute to the etiology of ASD; twin studies estimate heritability in the 50–90% range, and recurrence in families is ~20%8,9.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [8] Ozonoff, S. et al. Recurrence risk for autism spectrum disorders: a Baby Siblings Research Consortium study. Pediatrics 128, e488–e495 (2011). source
Not checked in the free run.
- cites [9] Risch, N. et al. Familial recurrence of autism spectrum disorder: evaluating genetic and environmental contributions. Am. J. Psychiatry 171, 1206–1213 (2014). source
Not checked in the free run.
May combine two claims.
Interpretationown dataTandem DNA repeat expansions make a strong contribution to autism genetic etiology and phenotypic complexity.
“Our results revealed a strong contribution of tandem DNA repeat expansions to the genetic etiology and phenotypic complexity of autism.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationKnown causal variants for many complex disorders, including ASD, generally confer less risk than heritability estimates suggest.
“the causal genetic variants thus far identified generally confer less risk than expected from empirical estimates of heritability6.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] Manolio, T. A. et al. Finding the missing heritability of complex diseases. Nature 461, 747–753 (2009). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTwin studies estimate ASD heritability at 50-90%.
“twin studies estimate heritability in the 50–90% range”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [8] Ozonoff, S. et al. Recurrence risk for autism spectrum disorders: a Baby Siblings Research Consortium study. Pediatrics 128, e488–e495 (2011). source
Not checked in the free run.
- cites [9] Risch, N. et al. Familial recurrence of autism spectrum disorder: evaluating genetic and environmental contributions. Am. J. Psychiatry 171, 1206–1213 (2014). source
Not checked in the free run.
May combine two claims.
Interpretationown dataNovel autism-linked tandem repeat expansions were found in DMPK and FXN, and in loci such as FGF14 and CACNB1.
“They included novel autism-linked tandem repeat expansions in DMPK and FXN, known for neuromuscular conditions, and in novel loci such as FGF14 and CACNB1.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationASD recurrence in families is about 20%.
“recurrence in families is ~20%8,9”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [8] Ozonoff, S. et al. Recurrence risk for autism spectrum disorders: a Baby Siblings Research Consortium study. Pediatrics 128, e488–e495 (2011). source
Not checked in the free run.
- cites [9] Risch, N. et al. Familial recurrence of autism spectrum disorder: evaluating genetic and environmental contributions. Am. J. Psychiatry 171, 1206–1213 (2014). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationASD individuals have two- to three-fold more rare CNVs and de novo loss-of-function variants than unaffected siblings.
“individuals with ASD have a two- to three-fold increase in the number of rare copy number variations (CNVs) and de novo loss-of-function (nonsense, frameshift, and splice site) variants compared to their unaffected siblings11–14.”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [11] De Rubeis, S. et al. Synaptic, transcriptional and chromatin genes disrupted in autism. Nature 515, 209–215 (2014). source
Not checked in the free run.
- cites [12] Iossifov, I. et al. The contribution of de novo coding mutations to autism spectrum disorder. Nature 515, 216–221 (2014). source
Not checked in the free run.
- cites [13] Sanders, S. J. et al. Insights into autism spectrum disorder genomic architecture and biology from 71 risk loci. Neuron 87, 1215–1233 (2015). source
Not checked in the free run.
- cites [14] Yuen, R. K. C. et al. Genome-wide characteristics of de novo mutations in autism. NPJ Genom. Med. 1, 16027 (2016). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOver 100 genes and loci are known to increase ASD likelihood.
“more than 100 genes and loci are known to be associated with increased likelihood of ASD2,13.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [2] Yuen, R. K. C. et al. Whole genome sequencing resource identifies 18 new candidate genes for autism spectrum disorder. Nat. Neurosci. 20, 602–611 (2017). source
Not checked in the free run.
- cites [13] Sanders, S. J. et al. Insights into autism spectrum disorder genomic architecture and biology from 71 risk loci. Neuron 87, 1215–1233 (2015). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe FMR1 CGG tract has been linked to fragile X syndrome, fragile X premature ovarian insufficiency, fragile X associated ataxia, endocrine, autoimmune, metabolic disease, and ASD.
“the unstable CGG tract of FMR1 has been linked to intellectual delay in fragile X syndrome, fragile X premature ovarian insufficiency, fragile X associated ataxia, endocrine, autoimmune, metabolic disease, and ASD29.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Hagerman, R. J. et al. Fragile X-associated neuropsychiatric disorders (FXAND). Front. Psychiatry 9, 564 (2018). source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductown dataSex and intergenic expansion count were used as covariates in statistical tests.
“We used sex and number of intergenic tandem repeat expansions as covariates in the statistical tests”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAbout 5% of DM1 individuals also have ASD.
“Approximately 5% of individuals with DM1 also have ASD45,46.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [45] Shoubridge, C. et al. Is there a Mendelian transmission ratio distortion of the c.429_452dup(24bp) polyalanine tract ARX mutation? Eur. J. Hum. Genet. 20, 1311–1314 (2012). source
Not checked in the free run.
- cites [46] Ekström, A.-B., Hakenäs-Plate, L., Samuelsson, L., Tulinius, M. & Wentz, E. Autism spectrum conditions in myotonic dystrophy type 1: a study on 57 individuals with congenital and childhood forms. Am. J. Med. Genet. B. Neuropsychiatr. Genet. 147B, 918–926 (2008). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPreferential transmission of premutated or expanded repeats to unaffected, subclinical, and affected individuals occurs in many repeat diseases.
“Preferential transmission of premutated or expanded repeats to unaffected, subclinical, and affected individuals has been observed in many different repeat-related diseases42–44.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [42] Trost, B. et al. A comprehensive workflow for read depth-based identification of copy-number variation from whole-genome sequence data. Am. J. Hum. Genet. 102, 142–155 (2018). source
Not checked in the free run.
- cites [43] Takiyama, Y. et al. Single sperm analysis of the CAG repeats in the gene for Machado–Joseph disease (MJD1): evidence for non-Mendelian transmission of the MJD1 gene and for the effect of the intragenic CGG/GGG polymorphism on the intergenerational instability. Hum. Mol. Genet. 6, 1063–1068 (1997). source
Not checked in the free run.
- cites [44] Dean, N. L. et al. Transmission ratio distortion in the myotonic dystrophy locus in human preimplantation embryos. Eur. J. Hum. Genet. 14, 299–306 (2006). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationDMPK CTG expansion above 50 units causes myotonic dystrophy type 1.
“whose expansion to greater than 50 repeat units causes myotonic dystrophy type 1 (DM1) (OMIM ID: 160900)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites OMIM ID: 160900
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationnone givenThe strategy provides a model to search for missing heritability in other complex disorders.
“Our strategy of genome-wide detection of expanded tandem repeats in ASD also provides a model to search for missing heritability in other complex disorders.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductnone givenThe method provides only estimated relative aggregated tandem repeat length and does not resolve zygosity or orientation.
“the method we developed here only provides an estimated relative aggregated length of the tandem repeat tracts and does not resolve zygosity or orientation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataFor tandem repeats detected with multiple motifs at the same region, Sanger sequencing of PCR-amplified alleles after gel extraction confirmed the reported motifs.
“For tandem repeats that were detected with multiple different motifs at the same repeat-containing regions (e.g., CACNB1 and FXN) (Extended Data Fig. 9), we performed Sanger sequencing on the PCR-amplified alleles after gel extraction to confirm the presence of the reported motifs.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataThe DBSCAN ε value was chosen because it gave reasonable outlier numbers and good agreement between EHdn and ExpansionHunter outliers.
“This value was selected because it resulted in both a reasonable number of outliers and good agreement between outliers detected from EHdn and outliers detected in corresponding loci from ExpansionHunter”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenSome tandem repeat diseases are caused by one or two additional repeat units, which EHdn would miss.
“there are tandem repeat-associated diseases for which one or two additional repeat units leads to disease. Such changes will be missed by EHdn.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataNo subject showed an unusually large count of rare tandem repeat expansions.
“No individual had an extreme number of rare tandem repeat expansions (Supplementary Fig. 4).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningSamples that did not meet the size minimum for a region had no EHdn size estimate.
“As a result, samples that did not meet this size minimum for a given region were left without EHdn’s size estimation.”
Quote in the paperNot a substantial claim- Rests on an assumption: For EHdn to detect a tandem repeat, the repeat must be longer than the sequence read length (e.g., >150 bp).
Classified as probably not a substantial claim.
Study design and conductown dataPCR and gel electrophoresis results for CACNB1 and FXN loci were consistently reproduced at least twice.
“Results from PCR and gel electrophoresis were consistently reproduced at least twice for CACNB1 and FXN loci (see Supplementary Figures).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataRepeat-primed PCR experiments for large expansions were consistently reproduced at least three times.
“Repeat-primed PCR experiments were consistently reproduced at least three times for the large expansions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataInformed consent was obtained from all participants.
“Informed consent was obtained from all participants through the recruitment sites.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataMultiple comparisons were adjusted using family-wise error rate.
“We estimated family-wise error rate (FWER) to adjust for multiple comparisons.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningSex bias was avoided in burden analysis by restricting to autosomal regions and including sex as a covariate.
“We avoided sex bias by performing the test only on autosomal regions, as well as using sex as a covariate for correction of the regression model.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenBias in the number of rare tandem repeat expansions per subject in genic, functional, and gene set burden tests was accounted for by covarying the number of such expansions in intergenic regions.
“We further accounted for the bias in number of rare tandem repeat expansions per subject in genic, functional, and gene set burden tests by covarying the number of rare tandem repeat expansions found in intergenic regions.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenWhen a sample looked homozygous by length, expanded repeats were confirmed using repeat-primed PCR and/or Southern blot.
“For samples that appeared to be homozygous for the tandem repeat length, we validated the presence of expanded tandem repeats by repeat-primed PCR (RP-PCR) and/or Southern blot.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataSizing experiments on PCR-amplifiable samples were repeated consistently at least twice.
“Repeat sizing experiments of PCR-amplifiable samples were consistently reproduced at least twice.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataIn the phenotype comparison, samples with and without rare tandem repeat expansions were mutually exclusive and there were no replicates.
“Samples included were mutually exclusive to each other and there were no replicates (randomization not applicable).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study protocol was approved by The Hospital for Sick Children's Research Ethics Board.
“The study protocol was approved by The Hospital for Sick Children’s Research Ethics Board (REB).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataThe lengths of tandem repeats called by ExpansionHunter or EHdn were checked using fragment analysis and capillary electrophoresis with fluorescently labelled primers.
“The validation of the tandem repeat length estimated by ExpansionHunter or EHdn was done by fragment analysis with FAM-labelled primers and capillary electrophoresis.”
Quote in the paperSubstantial claim
The paper relies on this without support.
The involvement of tandem DNA repeats in complex disorders and the extent of their heterogeneity are largely unknown.
“Their involvement in complex disorders is largely unknown, as is the extent of their heterogeneity.”
The paper relies on this without support.
The population control cohorts used are representative of the general population for estimating the rarity of tandem repeat expansions.
“we used 1,612 genomic samples from GTEx32 and the Mayo Clinic33”
The paper relies on this without support.
For EHdn to detect a tandem repeat, the repeat must be longer than the sequence read length (e.g., >150 bp).
“For a tandem repeat to be detected by EHdn, it must be larger than the sequence read length (e.g., > 150 bp).”
The paper relies on this without support.
DBSCAN may fail to detect outliers when only a few samples have genotype data.
“Similarly, DBSCAN might fail to detect outliers when only a few samples have genotype data.”
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?
Emerging evidence suggests a role for other classes of genetic variants (e.g., rare inherited and de novo tandem repeats) in autism.
“yet emerging evidence suggests a role for other classes (for example, rare inherited and de novo tandem repeats) of genetic variants as well17,19,60,61.”
From Genetic correlates of phenotypic heterogeneity in autism (2022) · cites this paper as [60]
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Self-citationDynamic Viewing Pattern Analysis: Towards Large-Scale Screening of Children With ASD in Remote Areas
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Diagnostic uplift through the implementation of short tandem repeat analysis using exome sequencing
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A recurrent SHANK3 frameshift variant in Autism Spectrum Disorder
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Self-citationMutational Landscape of Autism Spectrum Disorder Brain Tissue
Woodbury‐Smith, M., Lamoureux, S., Begum, G., Nassir, N., Akter, H., O’Rielly, D. D., Rahman, P., Wintle, R. F., Scherer, S. W., & Uddin, M. J. (2022) · Genes · doi:10.3390/genes13020207 · Cited by 24 · see citing works
Self-citationGenomic architecture of autism spectrum disorder in Qatar: The BARAKA-Qatar Study
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Self-citationRepeat DNA expands our understanding of autism spectrum disorder
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Self-citationNon-Mendelian inheritance patterns and extreme deviation rates of CGG repeats in autismPreprint
Annear, D. J., Vandeweyer, G., Sanchis‐Juan, A., Raymond, F. L., & Kooy, R. F. (2022) · Genome Research · doi:10.1101/gr.277011.122 · Cited by 23 · see citing works
Contribution of autosomal rare and de novo variants to sex differences in autism
Koko, M., Satterstrom, F. K., Aleksić, B., Artomov, M., Barbosa, M., Benetti, E., Betancur, C., Biscaldi-Schafer, M., Børglum, A. D., Brand, H., et al. (2025) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2025.01.016 · Cited by 21 · see citing works
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Palacios-Muñoz, A., Moreira, D. D. P., Silva, V., García, I. E., Aboitiz, F., Zarrei, M., Campos, G. D. S., Rennie, O., Howe, J., Anagnostou, E. A., et al. (2022) · Molecular Psychiatry · doi:10.1038/s41380-022-01555-1 · Cited by 21 · see citing works
Self-citationReplication dependent and independent mechanisms of GAA repeat instability
Masnovo, C., Lobo, A. F., & Mirkin, S. M. (2022) · DNA repair · doi:10.1016/j.dnarep.2022.103385 · Cited by 21 · see citing works
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Self-citationThe molecular pathogenesis of repeat expansion diseases
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The non-coding genome in Autism Spectrum Disorders
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Short tandem repeats bind transcription factors to tune eukaryotic gene expressionPreprint
Horton, C. A., Alexandari, A. M., Hayes, M. G. B., Marklund, E., Schaepe, J. M., Aditham, A. K., Shah, N., Shrikumar, A., Afek, A., Greenleaf, W. J., et al. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.05.24.493321 · Cited by 20 · see citing works
A comprehensive tandem repeat catalog of the human genome
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Characterization of cell-cell communication in autistic brains with single-cell transcriptomes
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Self-citationBioinformatic Challenges Detecting Genetic Variation in Precision Medicine Programs
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DNA Origami-Enabled Gene Localization of Repetitive Sequences
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Genome-wide enhancer-associated tandem repeats are expanded in cardiomyopathy
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Self-citationOketch, J. W., Wain, L. V., & Hollox, E. J. (2024) · PLoS ONE · doi:10.1371/journal.pone.0300545 · Cited by 17 · see citing works
The Importance of Large-Scale Genomic Studies to Unravel Genetic Risk Factors for Autism
Nóbrega, I. D. S., Silva, A. L. T. E., Yokota-Moreno, B. Y., & Sertie, A. L. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25115816 · Cited by 18 · see citing works
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Self-citationPolygenic burden of short tandem repeat expansions promotes risk for Alzheimer’s disease
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Discovery of genomic variation across a generation
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Self-citationResolving the unsolved: Comprehensive assessment of tandem repeats at scalePreprint
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Self-citationGenetic and Epigenetic Interplay Define Disease Onset and Severity in Repeat Diseases
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- Authors
- Trost, B., Engchuan, W., Nguyen, C. M., Thiruvahindrapuram, B., Dolzhenko, E., Backstrom, I., Mirceta, M., Mojarad, B. A., Yin, Y., Dov, A., Chandrakumar, I., Prasolava, T., Shum, N., Hamdan, O., Pellecchia, G., Howe, J. L., Whitney, J., Klee, E. W., Baheti, S., Amaral, D. G., Anagnostou, E., Elsabbagh, M., Fernandez, B. A., Hoang, N., Lewis, M. E. S., Liu, X., Sjaarda, C., Smith, I. M., Szatmari, P., Zwaigenbaum, L., Glazer, D., Hartley, D., Stewart, A. K., Eberle, M. A., Sato, N., Pearson, C. E., Scherer, S. W., & Yuen, R. K. C.
- Affiliations
- Hospital for Sick Children (CA)
- University of Toronto (CA)
- Illumina (United States) (US)
- Mayo Clinic (US)
- University of California Davis Medical Center (US)
- Centre Azrieli de recherche sur l'autisme (CA)
- Memorial University of Newfoundland (CA)
- University of British Columbia (CA)
- Queen's University (CA)
- Dalhousie University (CA)
- University of Alberta (CA)
- Verily Life Sciences LLC (United States) (US)
- Autism Speaks (US)
- Corresponding author
- Yuen, Ryan K. C.
- ORCID
- Trost, Brett
- Engchuan, Worrawat
- Thiruvahindrapuram, Bhooma
- Dolzhenko, Egor
- Backstrom, Ian
- Mojarad, Bahareh A.
- Yin, Yue
- Pellecchia, Giovanna
- Klee, Eric W.
- Baheti, Saurabh
- Amaral, David G.
- Anagnostou, Evdokia
- Elsabbagh, Mayada
- Fernandez, Bridget A.
- Hoang, Ny
- Lewis, M. E. Suzanne
- Liu, Xudong
- Sjaarda, Calvin
- Smith, Isabel M.
- Zwaigenbaum, Lonnie
- Glazer, David
- Hartley, Dean
- Stewart, A. Keith
- Eberle, Michael A.
- Sato, Nozomu
- Pearson, Christopher E.
- Scherer, Stephen W.
- Yuen, Ryan K. C.
- Venue
- Nature
- Published
- 2020-07-27
- Volume
- 586
- Issue
- 7827
- Pages
- 80-86
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC9348607
- OpenAlex
- W3044594590
- Semantic Scholar
- 24871e7070485b8f5dc5da18e1a1f12aa9f1a514
- Cited by
- 238
- References
- 73
- Citations by year
- 2026: 24 · 2025: 36 · 2024: 39 · 2023: 36 · 2022: 47 · 2021: 44 · 2020: 10 · 2012: 1
- FWCI
- 20.05
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Institute of Mental Health (R01MH103371)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetics and Neurodevelopmental Disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomic variations and chromosomal abnormalities
- Keywords
- tandem repeat expansion, autism spectrum disorder, genetic aetiology, fragile sites, DMPK, frataxin, FGF14, neuromuscular disorders, intellectual disability, phenotypic complexity, splice junctions
- MeSH terms
- Autism Spectrum Disorder, Frataxin, Female, Fibroblast Growth Factors, Humans, Intelligence, Male, Polymorphism, Genetic, Genome, Human, Genetic Predisposition to Disease, Tandem Repeat Sequences, Genomics, Iron-Binding Proteins, DNA Repeat Expansion, Nucleotide Motifs, Myotonin-Protein Kinase
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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.
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