Cited by 68Genomics and Chromatin DynamicsChromosomal and Genetic VariationsChromatin Remodeling and Cancer

TAD evolutionary and functional characterization reveals diversity in mammalian TAD boundary properties and function

Open access
Okhovat, Mariam, VanCampen, Jake, Nevonen, Kimberly A., Harshman, Lana, Li, Weiyu, Layman, Cora E., Ward, Samantha, Herrera, Jarod +18 more·2023·Nature Communications

Published version of a preprint

Abstract

Topological associating domains (TADs) are self-interacting genomic units crucial for shaping gene regulation patterns. Despite their importance, the extent of their evolutionary conservation and its functional implications remain largely unknown. In this study, we generate Hi-C and ChIP-seq data and compare TAD organization across four primate and four rodent species and characterize the genetic and epigenetic properties of TAD boundaries in correspondence to their evolutionary conservation. We find 14% of all human TAD boundaries to be shared among all eight species (ultraconserved), while 15% are human-specific. Ultraconserved TAD boundaries have stronger insulation strength, CTCF binding, and enrichment of older retrotransposons compared to species-specific boundaries. CRISPR-Cas9 knockouts of an ultraconserved boundary in a mouse model lead to tissue-specific gene expression changes and morphological phenotypes. Deletion of a human-specific boundary near the autism-related AUTS2 gene results in the upregulation of this gene in neurons. Overall, our study provides pertinent TAD boundary evolutionary conservation annotations and showcases the functional importance of TAD evolution.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/s41467-023-43841-8

Cites

9 of 9 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

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?

  • TADs are crucial for organizing transcriptional networks during neurodevelopment.

    “TADs are crucial for organizing transcriptional networks during neurodevelopment (Okhovat et al., 2023).”

    From Biological hierarchy from genotype to phenotype in syndromic and non-syndromic autism spectrum disorder (2026) · cites this paper as Okhovat et al., 2023

    The Introduction (page unavailable) describes TADs as domains that shape regulatory interactions, and the Results (page unavailable) show that deleting one TAD boundary changes AUTS2 expression in human neurons. But the Results identify AUTS2—not TADs—as a regulator of transcriptional networks in neurodevelopment. The paper does not establish that TADs broadly organize those networks during neurodevelopment. (LLM, conf=0.84)

    Experimental — accuracy not yet measured
  • Many higher-order chromosomal features, including TADs, lamina-associated domains, chromatin loops, and nuclear compartments, are conserved across distantly related species.

    “Many such features are conserved across distantly related species.”

    From Topological Approaches in Animal Comparative Genomics (2026) · cites this paper as [126]

    The Discussion reports that 14% of human and 15% of mouse TAD boundaries were conserved across the eight primate and rodent species studied. It also says these proportions challenge the notion that TAD organization is highly conserved across species. Our copy does not establish cross-species conservation of lamina-associated domains, chromatin loops, or nuclear compartments. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • TAD and lamina-associated domain boundaries are often conserved between species and correspond with breaks of synteny between species, implying that chromosomal inversions that break TADs are selected against.

    “For example, TAD and lamina-associated domain (120) boundaries are often conserved between species and correspond with breaks of synteny between species (124–126), implying that chromosomal inversions that break TADs are selected against.”

    From Topological Approaches in Animal Comparative Genomics (2026) · cites this paper as [126]

    The Introduction reports shared TAD boundaries between species, and the Results report that evolutionary breaks of synteny are enriched at TAD boundaries. The paper says selection to preserve TAD integrity is an interpretation of that pattern, but its Discussion also finds species-specific boundaries at breaks and proposes that some rearrangements may help establish new boundaries. It does not establish that inversions breaking TADs are selected against; the lamina-associated-domain point has a separate citation in the citing sentence. (LLM, conf=0.84)

    Experimental — accuracy not yet measured
  • Overall genome topology, including TAD organization, shows conservation across distant lineages but does degrade over macroevolutionary time.

    “Preliminary studies suggest that overall genome topology, including TAD organization, shows conservation across distant lineages (124–126) but does degrade over macroevolutionary time (121, 132, 133).”

    From Topological Approaches in Animal Comparative Genomics (2026) · cites this paper as [126]

    The Results section reports that TAD boundaries were shared more often among closely related species and that evolutionary distance shaped cross-species TAD organization. The Discussion reports that only 14% of human and 15% of mouse TAD boundaries were conserved across all eight species. These findings support evolutionary divergence in TAD organization, but the paper does not establish that overall genome topology degrades over macroevolutionary time. (LLM, conf=0.83)

    Experimental — accuracy not yet measured

Self-check

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

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 51

  1. [1]Pombo A Dillon N Three-dimensional genome architecture: players and mechanisms Nat. Rev. Mol. Cell Biol. 2015 16 245 257 10.1038/nrm3965 25757416 · DOI
  2. [2]Rao SS A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping Cell 2014 159 1665 1680 10.1016/j.cell.2014.11.021 25497547 PMC5635824 · DOI · Paper page
  3. [3]Hong S Kim D Computational characterization of chromatin domain boundary-associated genomic elements Nucleic Acids Res. 2017 45 10403 10414 10.1093/nar/gkx738 28977568 PMC5737353 · DOI
  4. [7]Dixon JR Topological domains in mammalian genomes identified by analysis of chromatin interactions Nature 2012 485 376 380 10.1038/nature11082 22495300 PMC3356448 · DOI · Paper page
  5. [9]Sexton T Three-dimensional folding and functional organization principles of the Drosophila genome Cell 2012 148 458 472 10.1016/j.cell.2012.01.010 22265598 · DOI · Paper page
  6. [10]Woltering JM Noordermeer D Leleu M Duboule D Conservation and divergence of regulatory strategies at Hox Loci and the origin of tetrapod digits PLoS Biol. 2014 12 e1001773 10.1371/journal.pbio.1001773 24465181 PMC3897358 · DOI
  7. [11]Gomez-Marin C Evolutionary comparison reveals that diverging CTCF sites are signatures of ancestral topological associating domains borders Proc. Natl Acad. Sci. USA 2015 112 7542 7547 10.1073/pnas.1505463112 26034287 PMC4475986 · DOI · Paper page
  8. [12]Fudenberg G Pollard KS Chromatin features constrain structural variation across evolutionary timescales Proc. Natl Acad. Sci. USA 2019 116 2175 2180 10.1073/pnas.1808631116 30659153 PMC6369792 · DOI
  9. [13]Carbone L Gibbon genome and the fast karyotype evolution of small apes Nature 2014 513 195 201 10.1038/nature13679 25209798 PMC4249732 · DOI
  10. [14]Lazar NH Epigenetic maintenance of topological domains in the highly rearranged gibbon genome Genome Res. 2018 28 983 997 10.1101/gr.233874.117 29914971 PMC6028127 · DOI · Paper page
  11. [15]Lupianez DG Spielmann M Mundlos S Breaking TADs: how alterations of chromatin domains result in disease Trends Genet. 2016 32 225 237 10.1016/j.tig.2016.01.003 26862051 · DOI · Paper page
  12. [16]Eres IE Luo K Hsiao CJ Blake LE Gilad Y Reorganization of 3D genome structure may contribute to gene regulatory evolution in primates PLoS Genet. 2019 15 e1008278 10.1371/journal.pgen.1008278 31323043 PMC6668850 · DOI
  13. [17]Eres IE Gilad Y A TAD skeptic: is 3D genome topology conserved? Trends Genet. 2021 37 216 223 10.1016/j.tig.2020.10.009 33203573 PMC8120795 · DOI
  14. [19]Rajderkar, S. et al. Topologically associating domain boundaries are commonly required for normal genome function. Commun. Biol. 6, 435 (2023). PMC10119121 37081156
  15. [20]Luo X 3D genome of macaque fetal brain reveals evolutionary innovations during primate corticogenesis Cell 2021 184 723 740.e21 10.1016/j.cell.2021.01.001 33508230 · DOI
  16. [21]Thybert D Repeat associated mechanisms of genome evolution and function revealed by the Mus caroli and Mus pahari genomes Genome Res. 2018 28 448 459 10.1101/gr.234096.117 29563166 PMC5880236 · DOI
  17. [22]McArthur E Capra JA Topologically associating domain boundaries that are stable across diverse cell types are evolutionarily constrained and enriched for heritability Am. J. Hum. Genet. 2021 108 269 283 10.1016/j.ajhg.2021.01.001 33545030 PMC7895846 · DOI
  18. [23]Crane E Condensin-driven remodelling of X chromosome topology during dosage compensation Nature 2015 523 240 244 10.1038/nature14450 26030525 PMC4498965 · DOI
  19. [24]Yang Y Zhang Y Ren B Dixon JR Ma J Comparing 3D genome organization in multiple species using Phylo-HMRF Cell Syst. 2019 8 494 505.e14 10.1016/j.cels.2019.05.011 31229558 PMC6706282 · DOI
  20. [25]Schmidt D Waves of retrotransposon expansion remodel genome organization and CTCF binding in multiple mammalian lineages Cell 2012 148 335 348 10.1016/j.cell.2011.11.058 22244452 PMC3368268 · DOI
  21. [26]Choudhary MN Co-opted transposons help perpetuate conserved higher-order chromosomal structures Genome Biol. 2020 21 16 10.1186/s13059-019-1916-8 31973766 PMC6979391 · DOI
  22. [27]Choudhary MNK Quaid K Xing X Schmidt H Wang T Widespread contribution of transposable elements to the rewiring of mammalian 3D genomes Nat. Commun. 2023 14 634 10.1038/s41467-023-36364-9 36746940 PMC9902604 · DOI
  23. [28]Smit AF Riggs AD MIRs are classic, tRNA-derived SINEs that amplified before the mammalian radiation Nucleic Acids Res. 1995 23 98 102 10.1093/nar/23.1.98 7870595 PMC306635 · DOI
  24. [29]Jurka J Zietkiewicz E Labuda D Ubiquitous mammalian-wide interspersed repeats (MIRs) are molecular fossils from the Mesozoic era Nucleic Acids Res. 1995 23 170 175 10.1093/nar/23.1.170 7870583 PMC306646 · DOI
  25. [30]Wang J MIR retrotransposon sequences provide insulators to the human genome Proc. Natl Acad. Sci. USA 2015 112 E4428 E4437 26216945 PMC4538669
  26. [31]Mayer J Meese EU The human endogenous retrovirus family HERV-K(HML-3) Genomics 2002 80 331 343 10.1006/geno.2002.6839 12213204 · DOI
  27. [33]Escalona, M. et al. Whole-genome sequence and assembly of the Javan gibbon (Hylobates moloch). J. Hered.114, 35–43 (2023). PMC10019027 36146896
  28. [34]Carbone L A high-resolution map of synteny disruptions in gibbon and human genomes PLoS Genet. 2006 2 e223 10.1371/journal.pgen.0020223 17196042 PMC1756914 · DOI
  29. [35]Capozzi O A comprehensive molecular cytogenetic analysis of chromosome rearrangements in gibbons Genome Res. 2012 22 2520 2528 10.1101/gr.138651.112 22892276 PMC3514681 · DOI
  30. [37]Duran Alonso MB Meis2 is required for inner ear formation and proper morphogenesis of the cochlea Front. Cell Dev. Biol. 2021 9 679325 10.3389/fcell.2021.679325 34124068 PMC8194062 · DOI
  31. [38]Machon O Masek J Machonova O Krauss S Kozmik Z Meis2 is essential for cranial and cardiac neural crest development BMC Dev. Biol. 2015 15 40 10.1186/s12861-015-0093-6 26545946 PMC4636814 · DOI
  32. [39]Louw JJ MEIS2 involvement in cardiac development, cleft palate, and intellectual disability Am. J. Med. Genet. A 2015 167A 1142 1146 10.1002/ajmg.a.36989 25712757 · DOI
  33. [40]Stankunas K Pbx/Meis deficiencies demonstrate multigenetic origins of congenital heart disease Circ. Res. 2008 103 702 709 10.1161/CIRCRESAHA.108.175489 18723445 PMC2633052 · DOI
  34. [41]Liu X Extension of cortical synaptic development distinguishes humans from chimpanzees and macaques Genome Res. 2012 22 611 622 10.1101/gr.127324.111 22300767 PMC3317144 · DOI · Paper page
  35. [42]Washbourne P Synapse assembly and neurodevelopmental disorders Neuropsychopharmacology 2015 40 4 15 10.1038/npp.2014.163 24990427 PMC4262893 · DOI
  36. [44]Pang W Untangle the multi-facet functions of Auts2 as an entry point to understand neurodevelopmental disorders Front. Psychiatry 2021 12 580433 10.3389/fpsyt.2021.580433 33967843 PMC8102784 · DOI
  37. [45]Coe BP Refining analyses of copy number variation identifies specific genes associated with developmental delay Nat. Genet. 2014 46 1063 1071 10.1038/ng.3092 25217958 PMC4177294 · DOI · Paper page
  38. [46]Wang C Scalable production of iPSC-derived human neurons to identify tau-lowering compounds by high-content screening Stem Cell Rep. 2017 9 1221 1233 10.1016/j.stemcr.2017.08.019 PMC5639430 28966121 · DOI · Paper page
  39. [47]Kentepozidou E Clustered CTCF binding is an evolutionary mechanism to maintain topologically associating domains Genome Biol. 2020 21 5 10.1186/s13059-019-1894-x 31910870 PMC6945661 · DOI
  40. [48]Beagan JA Phillips-Cremins JE On the existence and functionality of topologically associating domains Nat. Genet. 2020 52 8 16 10.1038/s41588-019-0561-1 31925403 PMC7567612 · DOI
  41. [50]Berthelot C Muffato M Abecassis J Roest Crollius H The 3D organization of chromatin explains evolutionary fragile genomic regions Cell Rep. 2015 10 1913 1924 10.1016/j.celrep.2015.02.046 25801028 · DOI
  42. [51]Damas J Evolution of the ancestral mammalian karyotype and syntenic regions Proc. Natl Acad. Sci. USA 2022 119 e2209139119 10.1073/pnas.2209139119 36161960 PMC9550189 · DOI
  43. [52]Sherwood CC Invariant synapse density and neuronal connectivity scaling in primate neocortical evolution Cereb. Cortex 2020 30 5604 5615 10.1093/cercor/bhaa149 32488266 PMC8463089 · DOI
  44. [53]Melo US Hi-C identifies complex genomic rearrangements and TAD-shuffling in developmental diseases Am. J. Hum. Genet. 2020 106 872 884 10.1016/j.ajhg.2020.04.016 32470376 PMC7273525 · DOI
  45. [54]Wingett S HiCUP: pipeline for mapping and processing Hi-C data F1000Res 2015 4 1310 10.12688/f1000research.7334.1 26835000 PMC4706059 · DOI
  46. [55]Wolff J Galaxy HiCExplorer 3: a web server for reproducible Hi-C, capture Hi-C and single-cell Hi-C data analysis, quality control and visualization Nucleic Acids Res. 2020 48 W177 W184 10.1093/nar/gkaa220 32301980 PMC7319437 · DOI
  47. [56]Marchal C Singh N Corso-Diaz X Swaroop A HiCRes: a computational method to estimate and predict the genomic resolution of Hi-C libraries Nucleic Acids Res. 2022 50 e35 10.1093/nar/gkab1235 34928367 PMC8990515 · DOI
  48. [57]Quinlan AR Hall IM BEDTools: a flexible suite of utilities for comparing genomic features Bioinformatics 2010 26 841 842 10.1093/bioinformatics/btq033 20110278 PMC2832824 · DOI · Paper page
  49. [58]Lynch VJ Ancient transposable elements transformed the uterine regulatory landscape and transcriptome during the evolution of mammalian pregnancy Cell Rep. 2015 10 551 561 10.1016/j.celrep.2014.12.052 25640180 PMC4447085 · DOI
  50. [59]Kent WJ BLAT–the BLAST-like alignment tool Genome Res. 2002 12 656 664 11932250 PMC187518
  51. [60]Gurumurthy CB Creation of CRISPR-based germline-genome-engineered mice without ex vivo handling of zygotes by i-GONAD Nat. Protoc. 2019 14 2452 2482 10.1038/s41596-019-0187-x 31341289 · DOI

Cited by

Sorted by citations

Authors
Okhovat, M., VanCampen, J., Nevonen, K. A., Harshman, L., Li, W., Layman, C. E., Ward, S., Herrera, J., Wells, J., Sheng, R. R., Mao, Y., Ndjamen, B., Lima, A. C., Vigh-Conrad, K. A., Stendahl, A. M., Yang, R., Fedorov, L., Matthews, I. R., Easow, S. A., Chan, D. K., Jan, T. A., Eichler, E. E., Rugonyi, S., Conrad, D. F., Ahituv, N., & Carbone, L.
Affiliations
  • Oregon Health & Science University (US)
  • University of California, San Francisco (US)
  • Shanghai Jiao Tong University (CN)
  • Gladstone Institutes (US)
  • Oregon National Primate Research Center (US)
  • Vanderbilt University Medical Center (US)
  • Howard Hughes Medical Institute (US)
Corresponding author
  • Okhovat, Mariam
  • Ahituv, Nadav
  • Carbone, Lucia
Venue
Nature Communications
Published
2023-12-07
Volume
14
Issue
1
Pages
8111-8111
ISSN
2041-1723 (ISSN-L)
OpenAlex
W4389428478
Cited by
68
References
9
Citations by year
2026: 21 · 2025: 31 · 2024: 14 · 2023: 2
FWCI
6.06
Type
journal article
Language
en
Open access
Locations
  • Nature Communications (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • eScholarship (California Digital Library) (submittedVersion, cc-by)
  • PubMed Central (submittedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (R01HG010333, R01HG002385)
  • U.S. Department of Health & Human Services | NIH | NIH Office of the Director (P51 OD011092)
  • Howard Hughes Medical Institute
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
  • Life Sciences › Agricultural and Biological Sciences › Plant Science › Chromosomal and Genetic Variations
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chromatin Remodeling and Cancer
Keywords
topologically associating domains, TAD boundaries, chromatin organization, evolutionary conservation, CTCF binding, chromatin insulation, retrotransposons, CRISPR/Cas9 knockout, AUTS2, autism spectrum disorder, gene expression regulation, tissue-specific gene expression

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.

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.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review