Cited by 1,883Genomics and Chromatin DynamicsChromatin Remodeling and CancerNuclear Structure and Function

Cohesin Loss Eliminates All Loop Domains

Open access
Rao, Suhas S.P., Huang, Su-Chen, Glenn St Hilaire, Brian, Engreitz, Jesse M., Perez, Elizabeth M., Kieffer-Kwon, Kyong-Rim, Sanborn, Adrian L., Johnstone, Sarah E. +14 more·2017·Cell

Published version of a preprint

Abstract

SUMMARY The human genome folds to create thousands of intervals, called “contact domains,” that exhibit enhanced contact frequency within themselves. “Loop domains” form because of tethering between two loci – almost always bound by CTCF and cohesin – lying on the same chromosome. “Compartment domains” form when genomic intervals with similar histone marks co-segregate. Here, we explore the effects of degrading cohesin. All loop domains are eliminated, but neither compartment domains nor histone marks are affected. Loss of loop domains does not lead to widespread ectopic gene activation, but does affect a significant minority of active genes. In particular, cohesin loss causes superenhancers to co-localize, forming hundreds of links within and across chromosomes, and affecting the regulation of nearby genes. We then restore cohesin and monitor the re-formation of each loop. Although reformation rates vary greatly, many megabase-sized loops recovered in under an hour, consistent with a model where loop extrusion is rapid.

AI snapshot

Written from the paper’s full text.

TL;DR

Cohesin degradation in HCT-116 cells eliminates all loop domains while leaving compartment domains and histone marks intact, and cohesin restoration rapidly re-forms many loops. Loss of cohesin also strengthens superenhancer links and affects transcription of a small minority of genes, often near superenhancers.

Key findings

  • Untreated cells had 3,170 loops, including 2,140 loop domains; after auxin-induced RAD21 degradation, only 9 loop domains were called and all were false positives. Compartmentalization was preserved (mean Pearson’s r = 0.968 across chromosomes).
  • Loop-domain recovery varied widely: of 2,038 loop domains analyzed, fast domains (>95th percentile) were 159-fold more likely than slow domains (<5th percentile) to span superenhancers (2.94 vs. 0.02 SEs/Mb) and 26-fold more likely to contain strong NIPBL sites (4.23/Mb vs. 0.17/Mb). Many megabase-sized loops recovered in under an hour; a ~900 kb loop restored within 40 minutes implied extrusion of at least 375 bp/s, or at least 188 bp/s per subunit.
  • Cohesin loss produced 61 cohesin-independent loops, with 203 interchromosomal links; their anchors were enriched for superenhancers (41 of 64 anchors overlapped the 387 HCT116 superenhancers, 37.5-fold enrichment; top 100 superenhancers showed 76-fold enrichment).
  • Transcription changes were limited: among 14,853 unexpressed genes, 1% (216) were activated; among 12,222 expressed genes, 87% (10,615) changed by less than 30%, 64 genes (0.5%) showed 2-fold change, and 2 genes showed 5-fold change. Downregulated genes were enriched near superenhancers (23 of 49 within 500 kb, 4.8-fold enrichment).

Methods

  • Used an auxin-inducible degron in HCT-116 RAD21-mAC cells to degrade RAD21 with 500 µM IAA; confirmed cohesin loss by microscopy and ChIP-Seq for RAD21/SMC1.
  • Generated in situ Hi-C maps before and after 6 h auxin treatment (~6 billion contacts: 3.0B untreated, 2.9B treated), plus time-course Hi-C during treatment and withdrawal; analyzed with Juicer, HiCCUPS, Arrowhead, APA, and ADA.
  • Performed ChIP-Seq for CTCF and histone modifications, PRO-Seq for nascent transcription with DESeq2 and Drosophila spike-in controls, and molecular dynamics simulations combining loop extrusion and compartmentalization.

Limitations

  • The paper states that extrusion-speed estimates are lower bounds because they ignore auxin clearance and cohesin re-loading time; that modest transcriptional effects cannot be dismissed as unimportant; and that simulations do not rule out a central role for protein chaperones in vivo.
  • The paper notes a higher false-discovery rate for loop calling after cohesin loss, karyotypic abnormalities/rearrangements in HCT-116, and the need for further in vivo and in vitro experiments on oligonucleosome-scale segregation.
  • Evident from the text: findings rely mainly on one cell line (HCT-116), use a 6 h early timepoint for PRO-Seq, and include manually curated cohesin-independent loop lists, which may limit generalization.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.cell.2017.09.026

Cites

97 of 97 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 55 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Loop domains disappeared upon cohesin loss.

    “Strikingly, the loop domains disappeared upon cohesin loss.”
    Quote in the paperSubstantial claim
  • Findingown data

    Fast loop domains were 26-fold more likely than slow loop domains to contain strong NIPBL binding sites (4.23/Mb vs 0.17/Mb).

    “and 26-fold more likely to contain strong NIPBL binding sites (4.23/Mb vs. 0.17/Mb) (Fig. S2E–F).”
    Quote in the paperSubstantial claim
  • Findingown data

    In untreated HCT-116 cells, algorithms annotated 3,170 loops, of which 2,140 were loop domains.

    “In the untreated cells, our algorithms annotated 3,170 loops, of which 2,140 were loop domains.”
    Quote in the paperNot a substantial claim
  • Findingown data

    Following auxin treatment, there is no significant change in the plaid pattern (mean Pearson r = 0.968 across all chromosomes).

    “or in the plaid pattern, as defined by the eigenvectors of the Hi-C correlation map (Fig. 3A; mean Pearson’s r = 0.968 across all chromosomes).”
    Quote in the paperSubstantial claim
  • Findingown data

    Following auxin treatment, there is no significant change in compartment domains.

    “Following auxin treatment, there is no significant change in either the compartment domains, as defined by the presence of the corresponding squares along the diagonal in the Hi-C contact map (Fig. 3B; see Methods)”
    Quote in the paperSubstantial claim
  • May combine two claims. 78
  • Classified as probably not a substantial claim. 64
  • The quote only partly states this claim. 9
  • May combine two claims.

    Findingown data

    Whereas loop domains disappear entirely after cohesin loss, compartmentalization is preserved.

    “Whereas loop domains disappear entirely after cohesin loss, compartmentalization is preserved (Fig. 3A).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    After auxin withdrawal, APA signal quickly increased, largely recovering by 1 hour.

    “After auxin was withdrawn, the APA signal quickly increased, largely recovering by 1 hour (Fig. 2B, S2B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Faster recovery was strongly associated with high NIPBL binding between loop anchors, enrichment of promoter and enhancer elements, and activating histone marks H3K36me3 and H4K16Ac.

    “Faster recovery was strongly associated with high levels of NIPBL binding between the loop anchors, as well as enrichment of promoter and enhancer elements, and of activating histone marks like H3K36me3 and H4K16Ac.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    After auxin treatment, algorithms found only 9 loop domains, all false positives.

    “Moreover, the algorithms found only 9 loop domains after auxin treatment. Upon close inspection, all were found to be false positives (see Methods).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Findingown data

    Individual recovery curves were calculated for 2038 of the 2140 loop domains observed in untreated cells.

    “we were able to calculate individual recovery curves for 2038 of the 2140 loop domains observed in the untreated cells (Fig. 2C, see Methods).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In the time-course, APA signal was initially strong, gone by 40 minutes after auxin treatment, and remained absent throughout treatment.

    “The APA signal was initially strong, but was gone by 40 minutes after treatment, and remained absent throughout the rest of the treatment period (Fig. 2B, S2B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Strong effects were infrequent: 64 genes (0.5%) showed a 2-fold change, and 2 genes showed a 5-fold change.

    “Strong effects were infrequent: 64 genes (0.5%) showed a 2-fold change, and 2 genes showed a 5-fold change (Fig. 7B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Superloops tend to occur simultaneously, forming hubs containing 3 or more loci.

    “We also found that the superloops tend to occur simultaneously, forming hubs containing 3 or more loci.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In the presence of cohesin, the majority of these superenhancers were located in the interior of cohesin-associated loops (13 of 19 cases) and the long-distance cohesin-independent links were much weaker.

    “By contrast, in the presence of cohesin, the majority of these superenhancers were located in the interior of cohesin-associated loop (in 13 of 19 cases) and the long-distance cohesin-independent links were much weaker.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In untreated cells, 1,030 loops not associated with contact domains were annotated; after cohesin loss, only 72 were annotated.

    “Whereas 1,030 such loops were annotated in untreated cells, only 72 were annotated after cohesin loss.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For compartment boundaries lying in the interior of a loop domain in untreated cells, the correlation in genome-wide contact pattern on opposite sides showed a much greater decrease in treated vs untreated cells, meaning the plaid pattern became stronger in the absence of cohesin.

    “In the former case, the correlation in the genome-wide contact pattern on opposite sides of compartment boundaries showed a much greater decrease in treated vs. untreated cells—that is, the plaid pattern across the genome became much stronger in the absence of cohesin (Fig. 3C–E, Data S1,III).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    They identified 57 million unique triples, 32 million unique quadruples, and 130 thousand quintuples.

    “We identified 57 million unique “triples,” which bring together 3 loci; 32 million unique quadruples, and 130 thousand quintuples (Fig. 5B, see Methods).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Histone tail interactions overcame constraints on the chromatin chain, leading either to focal contacts between short chromatin intervals or to global condensation, depending on the initial configuration and epigenetic state of the fiber.

    “We found that histone tail interactions overcame constraints on the chromatin chain, leading either to focal contacts between short chromatin intervals or to global condensation, depending on the initial configuration and epigenetic state of the fiber (Fig S6C–E).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In total, 203 interchromosomal links were identified.

    “In total, we identified 203 such interchromosomal links.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    A 4.5 observed/expected enrichment cutoff eliminated rearrangement peaks, removing nearly equal numbers from untreated and treated maps (277 vs 269).

    “Empirically, this max threshold removed peak annotations due to rearrangements; notably, nearly the same number of annotated peaks were removed from the untreated and the treated annotations, 277 and 269 respectively.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Domain calls numbered 9,845 in untreated maps and 2,090 in treated maps.

    “We annotated 9,845 domains in our untreated maps and 2,090 domains in our treated maps.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    Loops and links between superenhancers increase in strength rapidly after cohesin loss and reach a plateau within hours.

    “Notably, loops and links between superenhancers increase in strength rapidly following cohesin loss, reaching a plateau within hours.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Findingown data

    Loop calls numbered 3,170 in untreated maps and 81 in treated maps.

    “In the end, we annotated 3,170 loops in our untreated maps and 81 loops in our treated maps.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Cohesin loss did not significantly change total transcription globally, as matched pairs had similar Drosophila spike-in read fractions.

    “We observed similar fractions of reads mapping to the Drosophila spike-in in the matched pairs of degron-expressing and control replicate experiments, indicating that there are not significant global changes in the total amount of transcription upon cohesin loss.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In this study's auxin-treated maps, APA signal is completely lost and no visible focal enrichment remains, even at low resolution.

    “By contrast, our maps after auxin treatment show complete loss of APA signal and no visible focal enrichment, even when APA is performed on low resolution data sets (Fig. 2B, S2C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Top 10% by H3K27Ac density (>=54.4 peaks/Mb) showed 38% recovery by 40 min, bottom 10% (<=2.76 peaks/Mb) showed 8%.

    “Similarly, the top 10% of loop domains by density of H3K27Ac peaks (>=54.4 peaks/Mb) showed 38% recovery by 40 minutes, while the bottom 10% of loop domains by density of H3K27Ac (<=2.76 peaks/Mb) showed only 8% recovery by 40 minutes (Fig. S2D).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Mean correlation of first principal component eigenvector between untreated and auxin-treated maps across chromosomes was 0.968.

    “We then calculated the correlation of the eigenvector for each chromosome between untreated and treated maps. The mean correlation was 0.968.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Among the 9 treated calls, 8 came from rearrangements and 1 from compartmentalization, all false positives.

    “Of the 9, 8 were false positives due to rearrangements in HCT-116 cells and one was a false positive due to extensive compartmentalization that was mistakenly annotated as a loop by HiCCUPS.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    They identified 4,325 boundaries in untreated cells for median compartment size 425 kb and 4,424 boundaries in treated cells for median 475 kb.

    “We identified 4,325 boundaries in untreated cells for a median compartment size of 425 kb and 4,424 boundaries in treated cells for a median compartment size of 475 kb.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    All-domain ADA scores drop sharply in the first 60 minutes after auxin but level off above 1, suggesting leftover domain signal.

    “While the ADA scores for all domains show a sharp decline in the first 60 minutes after auxin treatment, they plateau above 1, indicating some residual domain signal from al domains.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Active promoter and enhancer positions remain mostly unchanged after cohesin loss, with H3K4me3, H3K4me1, and H3K27Ac peak overlaps of 90%, 85%, and 81%.

    “High overlap (90%, 85% and 81% respectively) was seen for all three marks, indicating that the positions of active promoters and enhancers are largely unchanged after cohesin loss (Fig. S1D).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Re-analysis of three prior studies showed positive APA scores and visible focal enrichment in all Hi-C experiments before and after cohesin or CTCF depletion.

    “We observed positive APA scores (>1) and visible focal enrichment in all experiments generated in previous studies, before and after cohesin or CTCF depletion (Fig. S2C).”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    Restricting to loop domains with no NIPBL or H3K27Ac binding within 50kb of either anchor, similar enrichment patterns for activating factors, particularly strong NIPBL sites and superenhancers, appeared at fast vs slow recovering domains.

    “We observed similar enrichments of activating factors, and especially strong NIPBL sites and superenhancers at the loop domains that recovered more quickly vs those that recovered more slowly.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Top 10% of loop domains by NIPBL peak density (>=24 peaks/Mb) showed 38% recovery by 40 min, while bottom 10% (0 peaks/Mb) showed 11%.

    “We found that the top 10% of loop domains by density of NIPBL peaks (>=24 peaks/Mb) showed 38% recovery by 40 minutes, while the bottom 10% of loop domains by density of NIPBL peaks (0 peaks/Mb) showed only 11% recovery by 40 minutes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Upon auxin removal, loop domains re-form quickly, showing strong signal by 60 minutes.

    “After withdrawal of auxin, loop domains form similarly quickly, with strong loop domain signal by 60 minutes after withdrawal.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Visual inspection classified 66 of the 81 as false positives; 55 of those came from assembly problems, repeats, or rearrangements.

    “When we visually examined these loops, we found that 66 were false positives, with 55 of the false positives due to assembly issues, issues with repetitive elements or structural rearrangements.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    For H3K27me3 transitions spanned by loop domains, stronger increase: 0.01 increase untreated vs 0.03 dip treated.

    “there was a stronger increase in compartmentalization strength at transitions spanned by loop domains (0.01 increase in sliding correlation in untreated vs. 0.03 dip in treated).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For boundaries located at loop anchors, the post-treatment gain in compartment strength was smaller, with sliding correlation dropping by 0.35 untreated versus 0.53 treated.

    “In contrast, when we identified 389 compartment boundaries in treated cells that were positioned at loop domain anchors annotated in untreated cells (within 25kb), we found that there a much more modest increase in compartment strength after treatment: 0.35 decrease in the sliding correlation score in untreated cells vs. 0.53 in treated cells (Fig. 3E).”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    For H3K27me3 transitions at loop domain boundaries, little change: 0.29 dip untreated vs 0.33 treated.

    “However, while there was very little change in the compartmentalization strength at transitions at loop domain boundaries (0.29 dip in sliding correlation in untreated vs. 0.33 in treated),”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Superenhancers were strongly enriched at loop anchors from the 88 loop automated list; top 100 superenhancers were 47-fold enriched (30/115 anchors).

    “We also found that superenhancers were strongly enriched at loop anchors generated from the 88 loop list automatedly called with low resolution HiCCUPS; the top 100 superenhancers were 47-fold enriched (present at 30/115 loop anchors).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Of these 88 loops, 46 were true positives and 42 false positives (22 repetitive regions, 15 other structure).

    “After visual examination, we found that 46 of these loops corresponded to true positives while the other 42 were false positives (22 were due to issues with repetitive regions and 15 were due to other forms of structure in the contact map, for instance interactions between broad compartment intervals).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For H3K27Ac transitions spanned by loops, sliding correlation decrease 0.41 untreated vs 0.50 treated; at loop anchors, 0.10 untreated vs 0.26 treated.

    “We saw an 0.41 decrease in the sliding correlation score in untreated cells vs. 0.50 decrease in treated cells for H3K27Ac transitions spanned by loops, and an 0.10 decrease in the sliding correlation score in untreated cells versus an 0.26 decrease in treated cells for H3K27Ac transitions at loop anchors (Fig S3B).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. The quote only partly states this claim.

    Findingown data

    Using modified HiCCUPS at 50 and 100kb with specified parameters, they annotated 88 loops.

    “This annotation yielded 88 loops.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Rao et al., 2014 source

      Not checked in the free run.

    • cites Darrow et al., 2016 source

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    Automated, uncurated lists of cohesin-independent loops gave similar results: reduced CTCF binding and no CTCF orientation preference.

    “We also performed the analyses listed above on automated lists of cohesin-independent loops without any manual curation. We found that the results showing a lack of CTCF binding at cohesin-independent loop anchors and a lack of CTCF orientation preference were similar (Fig. S4A).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    They found 391 untreated-cell H3K27me3 transitions crossed by loops and at least 100 kb from either anchor, plus 469 transitions at loop anchors.

    “Similar results were seen for H3K27me3 transitions spanned by all loops: we identified 391 H3K27me3 transitions in untreated cells that were spanned by loops and at least 100kb away from either loop anchor, and we identified 469 H3K27me3 transitions in untreated cells that were positioned at loop anchors.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    They found 593 treated-cell compartment boundaries crossed by loops and at least 100 kb from either anchor, plus 503 boundaries sitting at loop anchors.

    “we identified 593 compartment boundaries in treated cells that were spanned by loops and at least 100kb away from either loop anchor, and we identified 503 compartment boundaries in treated cells that were positioned at loop anchors.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    They identified 64 loop anchor loci from the 61 loops by merging adjacent loci and expanding to 100kb.

    “We first identified the loop anchors contributing to the cohesin-independent loops. We merged all adjacent loci involved in one of the 61 loops annotated above. We then expanded all loop anchor loci to be 100kb in size, yielding a list of 64 loop anchor loci.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    They found 426 untreated-cell H3K27Ac transitions crossed by loops and at least 100 kb from either anchor, plus 381 transitions at loop anchors.

    “Similar results were seen for H3K27Ac transitions spanned by all loops: we identified 426 H3K27Ac transitions in untreated cells that were spanned by loops and at least 100kb away from either loop anchor, and we identified 381 H3K27Ac transitions in untreated cells that were positioned at loop anchors.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    CTCF binding occurred at 90% of cohesin-associated loop anchors but only 20% of cohesin-independent ones.

    “We found that while 90% of cohesin-associated loop anchors were associated with CTCF binding, only 20% of cohesin-independent loop anchors were associated with CTCF binding.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In treated cells, compartment domains had a median corner score at the 89th percentile of random scores, whereas non-compartment domains had one at the 72nd percentile.

    “We then analyzed the corner scores for each of these sets of domains separately in treated cells and found that while the median score for compartment domains was 89th percentile of the random corner scores, the median score for non-compartment domains was only 72nd percentile of the random corner scores.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Among cohesin-associated anchors, 95% of unique CTCF motifs faced the loop interior, consistent with the convergent rule, whereas cohesin-independent loops showed no such orientation bias (56% inward).

    “More over, while 95% of unique CTCF motifs in cohesin-associated loop anchors pointed towards the interior of the loop (consistent with the convergent rule), the unique CTCF motifs in cohesin-independent loops did not exhibit any such bias (56% pointing towards the interior of the loop) (Fig. 4C).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Findingown data

    They labeled 974 contact domains as compartment domains when their edges coincided with a compartment interval edge within 25 kb, and 410 as high-confidence non-compartment domains when their edges lay more than 100 kb from any compartment boundary.

    “To test this, we identified 974 contact domains whose boundaries overlapped a compartment interval boundary (within 25 kb), i.e. compartment domains. Additionally, we identified 410 contact domains whose boundaries were not within 100 kb of a compartment boundary even after using a relaxed threshold for identifying compartment boundaries, i.e. a high confidence set of non-compartment domains.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For boundaries spanned by loops, sliding correlation decrease was 0.11 untreated vs 0.37 treated; for boundaries at loop anchors, 0.38 untreated vs 0.54 treated.

    “We saw an 0.11 decrease in the sliding correlation score in untreated cells vs. 0.37 decrease in treated cells for compartment boundaries spanned by loops, and an 0.38 decrease in the sliding correlation score in untreated cells versus an 0.54 decrease in treated cells for compartment boundaries at loop anchors (Fig S3D).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. The quote only partly states this claim.

    Findingown data

    Using default HiCCUPS parameters at 5,10,25kb with <4.5-fold enrichment filter, they annotated 81 loops in treated RAD21-mAC cells.

    “Using this procedure, we annotated 81 loops in treated RAD21-mAC cells.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Durand et al., 2016b

      Not checked in the free run.

    • cites Rao et al., 2014 source

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    For boundaries inside loop domains, compartment strength rose sharply after loop loss, with the sliding correlation score dropping by 0.10 in untreated cells versus 0.31 in treated cells.

    “We observed that the boundaries contained within loop domains showed a strong increased in compartment strength (larger dip in the sliding correlation score) after the elimination of loop domains: 0.10 decrease in the sliding correlation score in untreated cells vs. 0.31 in treated cells.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For H3K27me3 transitions spanned by loops, sliding correlation decrease 0.27 untreated vs 0.31 treated; at loop anchors, 0.03 untreated vs 0.12 treated.

    “We saw an 0.27 decrease in the sliding correlation score in untreated cells vs. 0.31 decrease in treated cells for H3K27me3 transitions spanned by loops, and an 0.03 decrease in the sliding correlation score in untreated cells versus an 0.12 decrease in treated cells for H3K27me3 transitions at loop anchors (Fig S3C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In oligonucleosome simulations of alternating wild-type and folded-tail nucleosomes, demarcated zones emerged: wild-type nucleosomes segregated from folded-tail nucleosomes and tended to associate with each other, while folded-tail nucleosomes segregated separately.

    “As seen in the contact maps and corresponding images in Fig. S6E, demarcated zones emerge in the ensemble of the alternating constructs: the wt nucleosomes segregate from the other nucloeosmes as well tend to associate with one another, while the folded-tail nucleosomes segregate separately.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    At 100-kb resolution, APA showed that cohesin-independent links, both intra- and interchromosomal, were weak before auxin and became about twice as strong after treatment.

    “APA analysis clearly demonstrated that while cohesin-independent links (both intra and interchromosomal) were weakly present before auxin treatment, they were ~2-fold strengthened after auxin-treatment (Fig S4C,D).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In the auxin-treated data set, 11 contacts fell in the center voxel of the 3D-APA sub-tensor, while none did in the untreated data set.

    “Using our triple dataset as well as the Poisson projection of our quadruples, we identified 11 contacts that fell within the center voxel of the 3D-APA sub-tensor in our auxin-treated dataset, where as we saw none in our untreated dataset.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Results with only H4 tails folded, mimicking H4K16Ac, were very similar to the all-folded tails case.

    “Results with only H4 tails folded (mimicking H4K16Ac) are very similar to the case of all-folded tails (data not shown).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Among expressed genes, 64 (0.5%) showed a 2-fold change.

    “Stronger effects were seen, but less frequently: 64 genes (0.5%) showed a 2-fold change, and 2 genes showed a 5-fold change (Fig. 7B).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    APA scores for cohesin-independent links rose rapidly after auxin treatment and fell rapidly after auxin withdrawal.

    “APA scores for cohesin-independent links rapidly increased upon auxin treatment and rapidly dropped upon auxin withdrawal (Fig. 4E).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The 64 cohesin-independent loop anchors often formed focal interchromosomal links between pairs and large cliques of interactions.

    “We noticed that our 64 cohesin-independent loop anchors determined from our 61 loop intrachromosomal list often formed focal interchromosomal links between pairs of loop anchors and that there were large cliques of interactions between anchors (Fig. 4A,E, 5A).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The treated higher-order contact data set contained 25M triples, 14M quadruples, and 55K quintuples.

    “With this procedure, we obtained 32M triples, 18M quadruples, and 75K quintuples in our untreated data set, and 25M triples, 14M quadruples and 55K quintuples in our treated data set.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    A time-course APA at 100kb resolution using all intrachromosomal pairs of the 47 superenhancer-overlapping anchors in the 88-loop automated list gave similar results.

    “Similar results were seen upon performing the time course APA at 100kb resolution using all intrachromosomal pairs of the 47 superenhancer overlapping anchors in the 88-loop automated list from above (Fig. S4E).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    The alternating construct tended to adopt an overall figure-8 shaped fold or hierarchical loop.

    “The alternating construct tends to adopt an overall figure-8 shaped fold or hierarchical loop (Grigoryev et al., 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Grigoryev et al., 2016 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    1.4% of the 2,145 significantly changed non-expressed genes were significantly downregulated with more than a 1.3-fold change.

    “1.4% of these genes were significantly downregulated (>1.3-fold change), but it is unclear what reductions in expression at such low levels of expression mean biologically.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The authors observed high rates of quadruples but not many quintuples.

    “While we did not observed many quintuples, we did observe high rates of quadruples, so we devised several strategies to project quadruples onto triple space in order to use them along with our triples in searching for hubs.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The untreated higher-order contact data set contained 32M triples, 18M quadruples, and 75K quintuples.

    “With this procedure, we obtained 32M triples, 18M quadruples, and 75K quintuples in our untreated data set, and 25M triples, 14M quadruples and 55K quintuples in our treated data set.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Of 14,853 genes not expressed in untreated cells, 2,145 were significantly changed by DESeq2.

    “To look for signs of ectopic activation, we examined the 14,853 genes that were not expressed (RPKM<0.5) in untreated cells. We identified 2,145 genes that were significantly (adjusted p<0.05) changed by DESeq2.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In contact maps of the alternating constructs, the densest regions came from wild-type/wild-type local and nonlocal interactions, followed by local folded/folded and wild-type/folded interactions.

    “The most dense regions in the contact maps of the alternating constructs come from wt/wt local and nonlocal interactions. These are followed by the local folded/folded and wt/folded interactions.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    They identified 203 interchromosomal cohesin-independent links enriched at least 5.5-fold over local background.

    “Using this procedure, we identified 203 interchromosomal cohesin-independent links.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Among expressed genes, 2 genes showed a 5-fold change.

    “Stronger effects were seen, but less frequently: 64 genes (0.5%) showed a 2-fold change, and 2 genes showed a 5-fold change (Fig. 7B).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    In the control analysis of expressed genes, 12,191 genes were examined and 4,251 were significantly changed by DESeq2.

    “We next looked for changes in the 12,191 genes that were expressed (RPKM>0.5) in untreated cells (Fig. 5B). We identified 4,251 genes that were significantly changed (adjusted p<0.05) changed by DESeq2.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    The distribution of distance to the nearest superenhancer for the control downregulated genes was shifted significantly closer compared to randomly selected genes.

    “The overall distribution of distance to the nearest superenhancer was shifted significantly closer compared to randomly selected genes (Fig. S7D).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Findingown data

    In the control, 86 genes (1%) showed a 2-fold change.

    “Stronger effects were seen, but less frequently: 86 genes (1%) showed a 2-fold change, and 3 genes showed a 5-fold change (Fig. S7C).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Of the control non-expressed genes, 1,179 (7%) exhibited leaky transcription in treated cells.

    “In addition, 7% of these genes (1179) exhibited “leaky” transcription in treated cells: a larger PRO-Seq signal (p<0.05, >1.3 fold change difference) that fell short of the threshold for an expressed gene (i.e., RPKM was still below 0.5).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In the control, 43 genes were 2-fold downregulated with p<0.05 after auxin treatment.

    “We identified 43 genes that were 2-fold downregulated with p<0.05 after auxin treatment.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Of the control expressed genes, 1,861 (15%) showed a larger transcriptional effect with p<0.05 and more than 30% change in RPKM.

    “The remaining genes (15%, 1861) showed a larger transcriptional effect (p<0.05, >30% change in RPKM).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    1.8% of the control non-expressed genes were strongly downregulated with more than a 1.3-fold change.

    “1.8% of these genes were strongly downregulated (>1.3-fold change), but it is unclear what reductions in expression at such low levels of expression mean biologically.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Of the remaining three associated genes, two were downregulated.

    “Of those 15 loops and the 12 genes associated with them, 9 were not expressed in HCT-116 (of the other three, two were downregulated, and one was upregulated).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Of the 43 control downregulated genes, 28 were within 500kb of superenhancers.

    “We noticed that many of the genes that were downregulated (by >2-fold) were located within 500kb of superenhancers (28 of 43).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Findingown data

    In the control, 3 genes showed a 5-fold change.

    “Stronger effects were seen, but less frequently: 86 genes (1%) showed a 2-fold change, and 3 genes showed a 5-fold change (Fig. S7C).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Of the 43 control downregulated genes, 21 (49%) were within 500kb of one of the top 100 superenhancers.

    “Of these genes, 49% (21 of 43) were located with 500kb of one of the top 100 superenhancers.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Of the remaining three associated genes, one was upregulated.

    “Of those 15 loops and the 12 genes associated with them, 9 were not expressed in HCT-116 (of the other three, two were downregulated, and one was upregulated).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    The data are consistent with a previous report that genome compartmentalization is preserved after depletion of cohesin or CTCF.

    “Our data is consistent with a previous report that genome compartmentalization is preserved after depletion of cohesin (Seitan et al., 2013) or CTCF (Nora et al., 2017).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Seitan et al., 2013 source

      Not checked in the free run.

    • cites Nora et al., 2017 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Deletion of CTCF sites interferes with loop and contact domain formation.

    “Consistent with this, deletion of CTCF sites interferes with loop and contact domain formation (Guo et al., 2015; Sanborn et al., 2015; de Wit et al., 2015).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Guo et al., 2015 source

      Not checked in the free run.

    • cites Sanborn et al., 2015 source

      Not checked in the free run.

    • cites de Wit et al., 2015 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Time-resolved maps were not sufficiently deep to assess the 102 loop domains shorter than 100 kb.

    “(The time-resolved maps were not sufficiently deep to assess the 102 loop domains shorter than 100kb.)”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Rate of loop domain re-formation varies greatly across the genome and is associated with factors ranging from cohesin loading to local regulatory activity.

    “Taken together, these results indicate that the rate of loop domain re-formation varies greatly across the genome, and is associated with factors ranging from cohesin loading to local regulatory activity.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationcitation

    CTCF and cohesin help regulate genome folding.

    “This suggests that these proteins help regulate genome folding (Merkenschlager and Nora, 2016).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Merkenschlager and Nora, 2016

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    CTCF and cohesin colocalize on chromatin and are located at loop anchors and contact domain boundaries.

    “Many studies have shown that the insulator protein CTCF and the ring-shaped cohesin complex colocalize on chromatin (Wendt et al., 2008) and lie at the anchors of loops (Rao et al., 2014; Splinter et al., 2006) and the boundaries of contact domains”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Wendt et al., 2008 source

      Not checked in the free run.

    • cites Rao et al., 2014 source

      Not checked in the free run.

    • cites Splinter et al., 2006 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    It is unclear what effect NIPBL depletion would be expected to have on loop domain formation because NIPBL may not be essential for cohesin loading.

    “In any case, it is unclear what effect NIBPL depletion would be expected to have on loop domain formation because, although NIPBL facilitates cohesin loading, it may not be essential for cohesin loading.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationnone given

    These findings do not rule out a central role for protein chaperones in vivo.

    “Of course, these findings do not rule out a central role for protein chaperones in vivo.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    While cohesin plays a role in preventing ectopic activation, most genes remain inactivated even in the absence of cohesin and loop domains.

    “Thus, while cohesin plays a role in preventing ectopic activation, most genes remain inactivated even in the absence of cohesin and loop domains.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Cohesin-independent loops resemble superloops on the inactive X chromosome in being very large, not forming contact domains, having anchors that form cliques, and being marked by H3K27 acetylation.

    “In many respects, the cohesin-independent loops resemble the superloops we previously observed on the inactive X chromosome (Darrow et al., 2016; Rao et al., 2014): they are very large (up to 77Mb), the intervals they span do not form contact domains, and their anchors tend to form cliques and are marked by H3K27 acetylation (Fig. S4F).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Darrow et al., 2016 source

      Not checked in the free run.

    • cites Rao et al., 2014 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Deletion of WAPL results in formation of thousands of new loops and loop domains, which are larger than those found when WAPL is intact.

    “Finally, an exciting recent experiment demonstrated that deletion of WAPL, a cohesin antagonist that removes cohesin from chromatin, results in the formation of thousands of new loops and loop domains, which are larger than those found when WAPL is intact (Haarhuis et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Haarhuis et al., 2017 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Cohesin is required for the establishment and maintenance of loop domains.

    “We find that cohesin is required for the establishment and maintenance of loop domains.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    Their data for cohesin depletion is consistent with the study by Nora et al., 2017.

    “Our data for cohesin depletion is consistent with is study.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Nora et al., 2017 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The discrepancy between early studies and their results may be due to low resolution Hi-C not distinguishing loop domains from compartment domains, and to incomplete cohesin depletion.

    “The discrepancy may be due to (i) the fact that low resolution Hi-C analysis cannot not distinguish between loop domains, which are sensitive to cohesin depletion, and compartment domains, which are not; and (ii) the possibility that the cohesin depletion was incomplete (Fig. S2C).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Cohesin-associated loops may both facilitate activation of promoters by their distal enhancer elements and block activation by inappropriate enhancers, with the former being somewhat more common.

    “—suggesting that cohesin-associated loops may both facilitate activation of promoters by their distal enhancer elements and block activation by inappropriate enhancers, with the former being somewhat more common.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    After cohesin loss, compartment structure is strengthened in the absence of cohesin, as loop domains spanning multiple compartment intervals lead to mixing among loci in different compartments.

    “(ii) compartment structure is strengthened in the absence of cohesin, as loop domains spanning multiple compartment intervals lead to mixing among loci in different compartments;”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Cohesin loading independent of NIPBL has been observed in vitro, albeit at low efficiency.

    “Indeed, cohesin loading independent of NIPBL has been observed in vitro, albeit at low efficiency (Davidson et al., 2016; Stigler et al., 2016).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Davidson et al., 2016 source

      Not checked in the free run.

    • cites Stigler et al., 2016 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The data are consistent with the observation that genome compartmentalization is weakened in cells where WAPL is knocked out, leading to larger loop domains.

    “Our data is consistent with the observation that genome compartmentalization is weakened in cells where the cohesin-antagonist WAPL is knocked out, leading to larger loop domains (Haarhuis et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Haarhuis et al., 2017 source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    RNA polymerase II can push cohesin along DNA, but elongation rate estimates (9-90 bp/s) are slower than what we observe.

    “Similarly, RNA polymerase II can push cohesin along DNA (Davidson et al., 2016) but elongation rate estimates (9–90 bp/s; (Jonkers and Lis, 2015)) are slower than what we observe.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Davidson et al., 2016 source

      Not checked in the free run.

    • cites Jonkers and Lis, 2015

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductown data

    To rule out mitotic stalling, the authors repeated Hi-C after synchronizing and arresting cells at G1/S.

    “In order to ensure that our results were not due to the HCT-116 cells stalling in mitosis, we also repeated our Hi-C experiments after cell synchronization and arrest of the cells at the G1/S boundary.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Hi-C libraries from synchronized, arrested cells gave comparable results.

    “Similar results were obtained with Hi-C libraries from synchronized and arrested cells (Data. S1, I)”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Loop domains disappear shortly after auxin-induced cohesin loss and reappear shortly after auxin withdrawal, implying they require cohesin both for formation and maintenance and do not represent stable states of chromosome condensation.

    “We show that loop domains disappear shortly after auxin-induced cohesin loss, and reappear shortly after auxin withdrawal, implying that (i) they require cohesin both for formation and maintenance; and (ii) they do not represent stable states of chromosome condensation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The data are less consistent with superenhancer loops forming by extrusion and more consistent with an alternative mechanism, possibly facilitated diffusion or phase separation.

    “Our data is therefore less consistent with a model where where superenhancer loops form by extrusion, and more consistent with the presence of an alternative mechanism, perhaps based on some form of facilitated diffusion or phase separation (Sanborn et al., 2015).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Sanborn et al., 2015 source

      Not checked in the free run.

    • Rests on an assumption: Loop extrusion cannot create links between loci on different chromosomes.
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

    Premisecitation

    The underlying physical process is hypothesized to be loop extrusion.

    “We (Sanborn et al., 2015) and others (Alipour and Marko, 2012; Fudenberg et al., 2016; Nasmyth, 2001) have hypothesized that the underlying physical process is the formation of loops by extrusion.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Sanborn et al., 2015 source

      Not checked in the free run.

    • cites Alipour and Marko, 2012

      Not checked in the free run.

    • cites Fudenberg et al., 2016 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    Their results are consistent with these findings.

    “Our results are consistent with these findings.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    To ensure high-quality annotation, H3K4me1 and H3K27Ac peaks required adjusted -log10 p-values of at least 7 and 5.

    “Finally, for H3K4me1 and H3K27Ac, we filtered peaks called by MACS by requiring an adjusted -log10 p-value of at least 7 and 5 respectively in order to ensure that we had a high quality peak annotation.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Every ChIP-Seq experiment was run alongside whole-cell extract input controls.

    “All ChIP-Seq experiments were processed in parallel with whole cell extract input controls.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    These estimates are similar to ones obtained studying the SMC complex in B. subtilis [500-1000 bp/s].

    “These estimates are similar to ones obtained studying the SMC complex in B. subtilis [500–1000 bp/s] (Wang et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wang et al., 2017 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Cohesin-associated looping raises contacts inside loop domains and disrupts compartmentalization, allowing otherwise separated elements to mix.

    “Our study suggests a model where cohesin-associated looping, by increasing the frequency of contact between loci within loop domains and by disturbing patterns of compartmentalization, facilitates mixing between elements (such as genes and superenhancers) that would otherwise be segregated.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    This loop is extruded at an average rate of no less than 375 bp/s, with each Xcom subunit sliding at no less than 188 bp/s.

    “Thus, this loop is extruded at an average rate of no less than 375 bp/s, with each Xcom subunit sliding at no less than 188 bp/s.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Prior work with similar methods found a strong link between having a loop domain and large expression increases for genes at its anchor.

    “earlier studies, using similar methods, that showed a strong correlation between the presence of a loop domain and many-fold increases in the expression of genes at the loop domain anchor (Kagey et al., 2010; Rao et al., 2014).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Kagey et al., 2010 source

      Not checked in the free run.

    • cites Rao et al., 2014 source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisecitation

    In the loop extrusion model, loop domains form when a cohesin-based extrusion complex binds chromatin and its subunits slide in opposite directions until they reach a bound CTCF protein.

    “In this model, loop domains form when a hypothetical cohesin-based extrusion complex (“Xcom”), which comprises two physically tethered subunits, binds chromatin at a particular location; subsequently, the subunits slide in opposite directions until they arrive at a bound CTCF protein.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Sanborn et al., 2015 source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    PRO-Seq in parental CMV-OsTIR1 cells with or without auxin served as a control for auxin and RAD21-tagging effects on transcription.

    “By performing PRO-Seq on CMV-OsTIR1 cells with and without auxin treatment, we could control for transcriptional effects of the auxin treatment itself on HCT-116 cells, as well as any consequences of tagging the RAD21 protein.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Small rises in receptor tyrosine kinase gene expression can meaningfully affect cell proliferation.

    “For example, modest increases in the expression of receptor tyrosine kinase genes can have meaningful effects on cell proliferation (Flavahan et al., 2016).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Flavahan et al., 2016 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Given the correlation between loop reformation speed and Nipbl, loading time may be a significant consideration.

    “(Given the correlation between loop reformation speed and Nipbl, loading time may be a significant consideration.)”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Disappearance of cohesin can eliminate all loop domains without influencing CTCF binding.

    “Thus, the disappearance of cohesin can eliminate all loop domains without influencing CTCF binding.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    The data are consistent with several models of cohesin-dependent loop domain formation.

    “The data presented above are consistent with several models of this process.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    WAPL deletion seems to raise Xcom processivity, enlarging loops.

    “Similarly, deletion of WAPL appears to increase the processivity of the Xcom, and thus increases the size of loops (Haarhuis et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Haarhuis et al., 2017 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The principal component approach is inaccurate for compartment structure at high resolution, but it remains useful for gross compartmentalization comparisons.

    “We showed in (Rao et al., 2014) that this method does not capture compartment structure accurately at high resolutions; however it is useful for comparing gross compartmentalization patterns.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rao et al., 2014 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The limited effects in previous studies are likely explained by incomplete depletion of cohesin or CTCF and low Hi-C resolution.

    “Taken together, this suggests that a major confound of previous studies was the incomplete depletion of cohesin or CTCF, and along with the low resolution of the Hi-C experiments, likely explains the limited effects seen.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Cohesin is needed to maintain loop domains actively, not only to establish them.

    “indicating that cohesin is required for active maintenance of loop domain structures, not just establishment.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    Cell-cycle effects did not explain loop and loop-domain loss, as G1/S-arrested cells showed the same loss visually and by APA.

    “In addition, we confirmed that the loss of loops/loop domains was not a result of any cell cycle effects; we visually observed loss of loop domains after auxin treatment in G1/S arrested cells (Data S1, I.H-L) and observed similar results to above via APA (Fig. S2C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Cohesin belongs to a sliding extrusion complex, whereas CTCF binds independently and serves as a directional brake on translocation.

    “This data supports a model in which cohesin is a member of an extrusion complex that slides across DNA, whereas CTCF finds it binding sites independently of the extrusion complex and acts as an oriented brake to halt extrusion complex translocation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    This shows that compartmentalization and loop domain formation are not arranged in a true hierarchy, contrary to prior suggestions.

    “This demonstrates that there is no true hierarchy between compartmentalization and loop domain formation, contrary to what has been suggested in the literature.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    While loop domains are completely eliminated, contact domain structure from genome compartmentalization remains after auxin treatment, though weaker than untreated.

    “Thus, while loop domains are completely eliminated, contact domain structure arising from genome compartmentalization is still present after auxin treatment, although the domains are weaker than those found in untreated cells.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Cohesin promotes mixing between different compartment states, reducing compartmentalization unless it is stopped at a compartment boundary.

    “This indicates that cohesin facilitates mixing of distinct compartment states and causes decreases in compartmentalization unless it is halted at the compartment boundary.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Contact domains were significantly weakened after auxin treatment, but residual signal remained.

    “This indicates that contact domains were significantly weakened after auxin treatment. However, there was still some residual signal.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    These boundary counts are likely conservative upper bounds on true median compartment size due to stringent peak calling and difficulty detecting compartment structure in non-extremely-high-resolution maps.

    “These are very likely conservative upper bounds on the true median compartment size, since we utilized stringent peak calling and compartment structure can be difficult to detect in maps that are not extremely high resolution (Rao et al., 2014).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Rao et al., 2014 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Cohesin promotes mixing of chromatin carrying different histone marks, and its loss makes compartmentalization correspond better with histone modification patterns and gene activity.

    “Taken together, these results suggest that cohesin facilitates mixing of chromatin with different histone modification states and loss of cohesin leads to better correspondence of genome compartmentalization with histone modification patterns and gene activity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    This provides strong evidence that cohesin-independent loops and links arise through a non-extrusion mechanism, because extrusion cannot bridge two separate DNA molecules.

    “This strongly suggests that cohesin-independent loops and links form via a mechanism other than extrusion, since extrusion cannot occur on two topologically distinct molecules..”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The extrusion mechanism cannot act across two separate DNA molecules.
  • Classified as probably not a substantial claim.

    Study design and conductown data

    The higher-order data set was too sparse to call individual hubs.

    “Given the sparsity of our higher-order data set, we were unable to call individual hubs.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    The segregation effect from simple alternating fiber constructs suggests that short chromatin intervals separated in sequence can spontaneously separate in space in specific patterns due to charge effects that alter the intrinsic histone-tail flexibility of specific nucleosomes.

    “That such a striking segregation effect arises from simple alternating fiber constructs suggests that short chromatin intervals separate in sequence can spontaneously separate in space in specific patterns due to charge effects that alter the intrinsic histone-tail flexibility of specfiic nucleosomes.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Alterations in histone-tail flexibility can be caused by chemical modifications of histone tails, DNA, or linker histones, as well as by protein anchoring, which can restrict interactions to specific domains.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Prior work has shown that domain segregation naturally emerges from nucleosome-free or depleted regions.

    “Already, we have shown that such domain segregation naturally emerges from nucleosome-free or depleted regions (Bascom, Kim, and Schlick 2017), but here the nucleosome spacing is uniform.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Bascom, Kim, and Schlick 2017

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationown data

    It may be that another regulatory event catalyzes both loop formation and gene activation, or that gene activation itself enables loop formation.

    “In fact, it may be the case that some other regulatory event catalyzes both loop formation and gene activation, or that gene activation itself enables loop formation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The absence of large-scale expression changes between untagged HCT-116 cells and auxin-treated RAD21-mAC cells, with only 3 genes showing more than a 5-fold change, suggests that loop formation may not cause gene activation.

    “However, even if this were the case, the fact that we do not see large-scale expression changes between our untagged HCT-116 cells (above) and the auxin-treated RAD21-mAC cells (only 3 genes with a greater than 5-fold change in expression), suggests that the association between loop appearance and strong (>10-fold) gene activation may not be such that loop formation causes gene activation.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Previous analyses suggested that a subset of cell-type specific loops is associated with very strong gene activation, more than 10-fold upregulation of gene expression in the cell type where the loop is present.

    “Our previous analyses (Rao et al 2014) have suggested that a subset of cell-type specific loops is associated with very strong gene activation (>10-fold upregulation of gene expression in the cell type where the loop is present).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Rao et al 2014 source

      Not checked in the free run.

136 of 136
  • The authors state this as an assumption.

    Phase separation leads to the compartmentalization of chromatin intervals bearing similar patterns of histone marks.

    “The above simulations assume that phase separation leads to the compartmentalization of chromatin intervals bearing similar patterns of histone marks.”
  • The paper relies on this without support.

    Loop extrusion cannot create links between loci on different chromosomes.

    “whereas loop extrusion cannot form interchromosomal links.”
  • The paper relies on this without support.

    HiCCUPS false positives arise from data artifacts that are independent of cohesin-mediated looping.

    “as one might expect false positives to arise from artifacts in the data that are independent of cohesin-mediated looping”
  • The paper relies on this without support.

    The extrusion mechanism cannot act across two separate DNA molecules.

    “since extrusion cannot occur on two topologically distinct molecules..”
  • The paper relies on this without support.

    The convergent rule—that CTCF motifs at loop anchors point toward the loop interior—is a valid expectation for extrusion-based loops.

    “consistent with the convergent rule”
  • The paper relies on this without support.

    Segregated interactions between short chromatin intervals, such as the cohesin-independent loop anchors observed, have not previously been reported.

    “Segregated interactions between short chromatin intervals, such as the cohesin-independent loop anchors we observed, have not previously been reported, and require the strength of the interaction between similarly-decorated nucleosomes to overcome the stiffness of the local chromatin fiber.”
  • The paper relies on this without support.

    The biophysical consequences of the H4K16Ac mark are well understood as more rigid tails that inhibit tail/tail internucleosome interactions and disrupt stabilization of condensed chromatin fiber.

    “(The biophysical consequences of the H4K16Ac mark have been studied in detail, and are well understood in terms of more rigid tails, which in turn inhibit tail/tail internucleosome interactions and thus disrupt crucial stabilization of condensed chromatin fiber).”
  • The paper relies on this without support.

    Compartment transitions can only be defined in Hi-C maps at coarse resolutions of 25kb and above.

    “Because compartment transitions can only be defined in Hi-C maps at coarse resolutions (25kb and above), the compartment transition of each simulation replicate was varied randomly within 30kb (30 monomers) of defined transition points.”
  • The paper relies on this without support.

    Alterations in histone-tail flexibility can be caused by chemical modifications of histone tails, DNA, or linker histones, as well as by protein anchoring, which can restrict interactions to specific domains.

    “Such alterations in tail flexibility can be caused by chemical modifications of the histone tails, DNA, or linker histones, as well as by protein anchoring, which can restrict the range of interactions to specific domains.”
9 of 9

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?

  • Temporary disruption of 3D loops on a genome-wide scale through cohesin depletion has minimal lasting effect on gene expression.

    “Finally, the temporary disruption of 3D loops on a genome-wide scale through cohesin depletion was found to have minimal lasting effect on gene expression155,156.”

    From Towards a comprehensive catalogue of validated and target-linked human enhancers (2020) · cites this paper as [155]

    The Results section reports that cohesin depletion eliminated loop domains and that most genes showed similar nascent transcription levels six hours after treatment. The Discussion likewise says only a small subset of genes had large transcriptional changes. The paper tracks loop recovery, but the cited passages do not establish whether effects on gene expression were lasting. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • Deletion or degradation of cohesin or CTCF in differentiated cells has only mild effects on gene expression.

    “Surprisingly however, deletion or degradation of cohesin or CTCF in differentiated cells has only mild effects on gene expression [344–349].”

    From Transcriptional enhancers and their communication with gene promoters (2021) · cites this paper as [347]

    The Results report that 87% of expressed genes changed in transcription by less than 30% after cohesin degradation, supporting the claim of generally mild effects. The study used HCT-116 colorectal carcinoma cells and did not test CTCF deletion or degradation for its effects on gene expression; it therefore does not establish the full claim about cohesin or CTCF in differentiated cells. Page numbers are not available in our copy. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • Rapid depletion of cohesin or CTCF quickly abolishes TADs but has only relatively mild effects on gene expression.

    “rapid depletion of cohesin or CTCF quickly abolishes TADs but, as mentioned above, has only relatively mild effects on gene expression [301, 345–347, 448].”

    From Transcriptional enhancers and their communication with gene promoters (2021) · cites this paper as [347]

    The Discussion section, “The interplay between cohesin and gene regulation” (page unavailable), reports that most genes are not strongly affected after rapid cohesin loss. The STAR METHODS section, “Quantification and Statistical Analysis” (page unavailable), says cohesin loss eliminates loop domains but leaves compartment-derived contact domains. The paper does not show that rapid CTCF depletion abolishes all TADs or has similarly mild effects on gene expression; its Discussion reports disappearance of only a subset of contact domains after CTCF depletion. (LLM, conf=0.90)

    Experimental — accuracy not yet measured
  • In mammals and other vertebrates, TADs are formed by the dynamic extrusion of DNA loops, mediated by cohesin motors.

    “In mammals and other vertebrates, TADs are formed by the dynamic extrusion of DNA loops [42,43], mediated by cohesin motors [44,45].”

    From Enhancer Function in the 3D Genome (2023) · cites this paper as [44]

    The Discussion (“Two mechanisms that guide genome folding”) supports cohesin-dependent loop-domain formation and describes loop extrusion as a proposed mechanism, not an established one. In “The speed of loop extrusion,” the paper says cohesin itself might be a motor but suggests other translocases may be involved; it therefore does not establish that cohesin motors mediate extrusion. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • A/B compartment structure does not disappear (and is in fact even strengthened) upon cohesin/CTCF depletion, but, like TADs, dissolves in mitosis.

    “The A/B compartment structure does not disappear (and is in fact even strengthened) upon cohesin/CTCF depletion [344, 346–348], but, like TADs, dissolves in mitosis [459].”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Ectopic-activation percentage is understated for the control comparison

    Minor

    Of the 14,884 initially unexpressed genes, 255 is 1.71%, which rounds to 2%, not the reported 1%.

    Reported 1 · recomputed 1.713249

  • Compartment domains are described as both unaffected and weaker

    Minor

    The abstract says compartment domains are unaffected by cohesin loss, whereas the Methods say the retained compartment domains are weaker than those in untreated cells.

  • Histone-mark name differs within the broad-domain analysis

    Minor

    The analysis lists H4K17Ac among the broad-source marks examined, but gives the resulting boundary count for H4K16Ac. These designate different histone residues.

  • Leaky-transcription percentage is understated for the control comparison

    Minor

    The reported 1,179 genes out of 14,884 constitute 7.92%, which rounds to 8%, not 7%.

    Reported 7 · recomputed 7.921258

4 of 4

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Rao, S. S. P., Huang, S.-C., Glenn St Hilaire, B., Engreitz, J. M., Perez, E. M., Kieffer-Kwon, K.-R., Sanborn, A. L., Johnstone, S. E., Bascom, G. D., Bochkov, I. D., Huang, X., Shamim, M. S., Shin, J., Turner, D., Ye, Z., Omer, A. D., Robinson, J. T., Schlick, T., Bernstein, B. E., Casellas, R., Lander, E. S., & Aiden, E. L.
Affiliations
  • Baylor College of Medicine (US)
  • Broad Institute (US)
  • National Institute of Arthritis and Musculoskeletal and Skin Diseases (US)
  • New York University (US)
  • National Institutes of Health (US)
Corresponding author
Aiden, Erez Lieberman
Venue
Cell
Publisher
Elsevier BV
Published
2017-10
Volume
171
Issue
2
Pages
305-320.e24
ISSN
0092-8674 (ISSN-L)
OpenAlex
W2761461280
Cited by
1,883
References
97
Citations by year
2026: 160 · 2025: 210 · 2024: 192 · 2023: 218 · 2022: 217 · 2021: 238 · 2020: 245 · 2019: 237 · 2018: 146 · 2017: 18 · 2012: 1
FWCI
72.64
Type
journal article
Language
en
Open access
Locations
  • Cell (publishedVersion)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • UWA Profiles and Research Repository (UWA) (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc-nd)
  • PMC
Funders
  • Paul and Daisy Soros Fellowship
  • Fannie and John Hertz Foundation Fellowship
  • Cornelia de Lange Syndrome Foundation
  • Stanford Medical Scholars Fellowship
  • NIGMS (R01GM055164)
  • NIH New Innovator Award (1DP2OD008540-01)
  • NSF Physics Frontier Center (PHY-1427654)
  • NHGRI Center for Excellence for Genomic Sciences (HG006193)
  • Welch Foundation (Q-1866)
  • NVIDIA Research Center Award
  • IBM University Challenge Award
  • Google Research Award
  • Cancer Prevention Research Institute of Texas Scholar Award (R1304)
  • McNair Medical Institute Scholar Award
  • NIH 4D Nucleome (U01HL130010)
  • NIH Encyclopedia of DNA Elements Mapping Center Award (UM1HG009375)
  • President’s Early Career Award in Science and Engineering (4DP2OD008540)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chromatin Remodeling and Cancer
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Nuclear Structure and Function
Keywords
cohesin, loop domains, 3D genome organization, chromatin looping, CTCF, histone modifications, super-enhancers, loop extrusion, gene expression regulation, chromatin folding
MeSH terms
CCCTC-Binding Factor, Cohesins, Cell Nucleus, Chromosomal Proteins, Non-Histone, Chromosomes, DNA-Binding Proteins, Enhancer Elements, Genetic, Humans, Nuclear Proteins, Nucleosomes, Phosphoproteins, Repressor Proteins, Genome, Human, Cell Cycle Proteins, Histone Code, Cell Line, Tumor

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 2026-10-07.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-07.

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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