Death of PRDM9 coincides with stabilization of the recombination landscape in the dog genome
Open accessAbstract
Analysis of diverse eukaryotes has revealed that recombination events cluster in discrete genomic locations known as hotspots. In humans, a zinc-finger protein, PRDM9, is believed to initiate recombination in >40% of hotspots by binding to a specific DNA sequence motif. However, the PRDM9 coding sequence is disrupted in the dog genome assembly, raising questions regarding the nature and control of recombination in dogs. By analyzing the sequences of PRDM9 orthologs in a number of dog breeds and several carnivores, we show here that this gene was inactivated early in canid evolution. We next use patterns of linkage disequilibrium using more than 170,000 SNP markers typed in almost 500 dogs to estimate the recombination rates in the dog genome using a coalescent-based approach. Broad-scale recombination rates show good correspondence with an existing linkage-based map. Significant variation in recombination rate is observed on the fine scale, and we are able to detect over 4000 recombination hotspots with high confidence. In contrast to human hotspots, 40% of canine hotspots are characterized by a distinct peak in GC content. A comparative genomic analysis indicates that these peaks are present also as weaker peaks in the panda, suggesting that the hotspots have been continually reinforced by accelerated and strongly GC biased nucleotide substitutions, consistent with the long-term action of biased gene conversion on the dog lineage. These results are consistent with the loss of PRDM9 in canids, resulting in a greater evolutionary stability of recombination hotspots. The genetic determinants of recombination hotspots in the dog genome may thus reflect a fundamental process of relevance to diverse animal species.
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.
Integrity signals
Registry
Cites
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.
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?
Dogs, which lack Prdm9, retain recombination hotspots which unlike humans or knockout mice occur in high GC content regions.
“Dogs, which lack Prdm9, retain recombination hotspots which unlike humans or knockout mice occur in high GC content regions (23).”
From Health and population effects of rare gene knockouts in adult humans with related parents (2016) · cites this paper as [23]
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
Clustal W and Clustal X version 2.0
Larkin, M., Blackshields, G., Brown, N. P., Chenna, R., McGettigan, P., McWilliam, H., Valentin, F., Wallace, I. M., Wilm, A., López, R., et al. (2007) · Bioinformatics · doi:10.1093/bioinformatics/btm404 · Cited by 28,221 · see citing works
Genome sequence, comparative analysis and haplotype structure of the domestic dog
members, B. S. P., Lindblad-Toh, K., Wade, C. M., Mikkelsen, T. S., Karlsson, E. K., Jaffe, D. B., Kamal, M., Clamp, M., Chang, J. L., Kulbokas, E. J., et al. (2005) · Nature · doi:10.1038/nature04338 · Cited by 2,568 · see citing works
Self-citationScheet, P. A., & Stephens, M. (2006) · The American Journal of Human Genetics · doi:10.1086/502802 · Cited by 1,949 · see citing works
A high-resolution recombination map of the human genome
Kong, A., Gudbjartsson, D. F., Sainz, J., Jonsdottir, G. M., Gudjonsson, S. A., Richardsson, B., Sigurdardottir, S. L., Barnard, J., Hallbeck, B., Másson, G., et al. (2002) · Nature Genetics · doi:10.1038/ng917 · Cited by 1,750 · see citing works
The sequence and de novo assembly of the giant panda genome
Li, R., Fan, W., Tian, G., Zhu, H., He, L., Cai, J., Huang, Q., Cai, Q., Li, B., Bai, Y., et al. (2010) · Nature · doi:10.1038/nature08696 · Cited by 1,180 · see citing works
A Fine-Scale Map of Recombination Rates and Hotspots Across the Human Genome
Myers, S., Bottolo, L., Freeman, C., McVean, G., & Donnelly, P. (2005) · Science · doi:10.1126/science.1117196 · Cited by 1,134 · see citing works
PRDM9 Is a Major Determinant of Meiotic Recombination Hotspots in Humans and Mice
Baudat, F., Buard, J., Grey, C., Fledel-Alon, A., Ober, C., Przeworski, M., Coop, G., & de Massy, B. (2010) · Science · doi:10.1126/science.1183439 · Cited by 1,026 · see citing works
The Fine-Scale Structure of Recombination Rate Variation in the Human Genome
McVean, G., Myers, S. R., Hunt, S. E., Deloukas, P., Bentley, D., & Donnelly, P. (2004) · Science · doi:10.1126/science.1092500 · Cited by 968 · see citing works
Biased gene conversion and the evolution of mammalian genomic landscapes
Duret, L., & Galtier, N. (2009) · Annual Review of Genomics and Human Genetics · doi:10.1146/annurev-genom-082908-150001 · Cited by 737 · see citing works
Drive Against Hotspot Motifs in Primates Implicates the <i>PRDM9</i> Gene in Meiotic Recombination
Myers, S., Bowden, R., Tumian, A., Bontrop, R. E., Freeman, C., MacFie, T. S., McVean, G., & Donnelly, P. (2010) · Science · doi:10.1126/science.1182363 · Cited by 683 · see citing works
<i>Prdm9</i> Controls Activation of Mammalian Recombination Hotspots
Parvanov, E. D., Petkov, P. M., & Paigen, K. (2010) · Science · doi:10.1126/science.1181495 · Cited by 610 · see citing works
Fine-scale recombination rate differences between sexes, populations and individuals
Kong, A., Þorleifsson, G., Gudbjartsson, D. F., Másson, G., Sigurðsson, Á., Jónasdóttir, Á., Walters, G. B., Jónasdóttir, A., Gylfason, A., Kristinsson, K. T., et al. (2010) · Nature · doi:10.1038/nature09525 · Cited by 582 · see citing works
Meiotic recombination hot spots and cold spots
Petes, T. D. (2001) · Nature Reviews Genetics · doi:10.1038/35072078 · Cited by 510 · see citing works
A common sequence motif associated with recombination hot spots and genome instability in humans
Myers, S. R., Freeman, C., Auton, A., Donnelly, P., & McVean, G. (2008) · Nature Genetics · doi:10.1038/ng.213 · Cited by 449 · see citing works
Recent human effective population size estimated from linkage disequilibrium
Tenesa, A., Navarro, P., Hayes, B. J., Duffy, D. L., Clarke, G. M., Goddard, M. E., & Visscher, P. M. (2007) · Genome Research · doi:10.1101/gr.6023607 · Cited by 438 · see citing works
Fast and flexible simulation of DNA sequence dataPreprint
Chen, G. K., Marjoram, P., & Wall, J. D. (2008) · Genome Research · doi:10.1101/gr.083634.108 · Cited by 394 · see citing works
Vaysse, A., Ratnakumar, A., Derrien, T., Axelsson, E., Pielberg, G., Sigurðsson, S., Fall, T., Seppälä, E. H., Hansen, M. S., Lawley, C., et al. (2011) · PLoS Genetics · doi:10.1371/journal.pgen.1002316 · Cited by 390 · see citing works
Self-citationCoop, G., Wen, X., Ober, C., Pritchard, J. K., & Przeworski, M. (2008) · Science · doi:10.1126/science.1151851 · Cited by 368 · see citing works
Initial sequence and comparative analysis of the cat genome
Pontius, J. U., Mullikin, J. C., Smith, D. R., Agencourt Sequencing Team, Lindblad-Toh, K., Gnerre, S., Clamp, M., Chang, J., Stephens, R., Neelam, B., et al. (2007) · Genome Research · doi:10.1101/gr.6380007 · Cited by 368 · see citing works
Self-citationComparison of Fine-Scale Recombination Rates in Humans and Chimpanzees
Winckler, W., Myers, S. R., Richter, D. J., Onofrio, R. C., McDonald, G. J., Bontrop, R. E., McVean, G., Gabriel, S., Reich, D., Donnelly, P., et al. (2005) · Science · doi:10.1126/science.1105322 · Cited by 357 · see citing works
The Impact of Recombination on Nucleotide Substitutions in the Human Genome
Duret, L., & Arndt, P. F. (2008) · PLoS Genetics · doi:10.1371/journal.pgen.1000071 · Cited by 347 · see citing works
Recombination Drives the Evolution of GC-Content in the Human Genome
Meunier, J., & Duret, L. (2004) · Molecular Biology and Evolution · doi:10.1093/molbev/msh070 · Cited by 337 · see citing works
Berg, I. L., Neumann, R., Lam, K.-W. G., Sarbajna, S., Odenthal-Hesse, L., May, C. A., & Jeffreys, A. J. (2010) · Nature Genetics · doi:10.1038/ng.658 · Cited by 315 · see citing works
Accelerated Evolution of the Prdm9 Speciation Gene across Diverse Metazoan Taxa
Oliver, P. L., Goodstadt, L., Bayes, J. J., Birtle, Z., Roach, K. C., Phadnis, N., Beatson, S. A., Lunter, G. A., Malik, H. S., & Ponting, C. P. (2009) · PLoS Genetics · doi:10.1371/journal.pgen.1000753 · Cited by 283 · see citing works
Self-citationFine-scale recombination patterns differ between chimpanzees and humans
Ptak, S. E., Hinds, D. A., Koehler, K., Nickel, B., Patil, N., Ballinger, D. G., Przeworski, M., Frazer, K. A., & Pääbo, S. (2005) · Nature Genetics · doi:10.1038/ng1529 · Cited by 279 · see citing works
Comparison of human genetic and sequence-based physical maps
Yu, A., Zhao, C., Fan, Y., Jang, W., Mungall, A. J. J., Deloukas, P., Olsen, A. S., Doggett, N. A., Ghebranious, N., Broman, K. W., et al. (2001) · Nature · doi:10.1038/35057185 · Cited by 273 · see citing works
The Influence of Recombination on Human Genetic Diversity
Spencer, C. C. A., Deloukas, P., Hunt, S. E., Mullikin, J. C., Myers, S. R., Silverman, B. W., Donnelly, P., Bentley, D., & McVean, G. (2006) · PLoS Genetics · doi:10.1371/journal.pgen.0020148 · Cited by 273 · see citing works
Recombination rate estimation in the presence of hotspotsPreprint
Auton, A., & McVean, G. (2007) · Genome Research · doi:10.1101/gr.6386707 · Cited by 273 · see citing works
A High-Resolution Single Nucleotide Polymorphism Genetic Map of the Mouse Genome
Shifman, S., Bell, J. T., Copley, R. R., Taylor, M. S., Williams, R. W., Mott, R., & Flint, J. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040395 · Cited by 269 · see citing works
Adaptation or biased gene conversion? Extending the null hypothesis of molecular evolution
Galtier, N., & Duret, L. (2007) · Trends in Genetics · doi:10.1016/j.tig.2007.03.011 · Cited by 264 · see citing works
Eduardo Eizirik, C., Murphy, W. J., Koepfli, K., Johnson, W. E., Dragoo, J. W., Wayne, R. K., & O’Brien, S. J. (2010) · Molecular Phylogenetics and Evolution · doi:10.1016/j.ympev.2010.01.033 · Cited by 257 · see citing works
Recombination and mammalian genome evolution
Eyre‐Walker, A. (1993) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1993.0071 · Cited by 236 · see citing works
Mammalian recombination hot spots: properties, control and evolution
Paigen, K., & Petkov, P. M. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2712 · Cited by 219 · see citing works
Briggs, S. D., & Strahl, B. D. (2002) · Nature Genetics · doi:10.1038/ng0302-241 · Cited by 198 · see citing works
The hotspot conversion paradox and the evolution of meiotic recombination
Boulton, A., Myers, R. S., & Redfield, R. J. (1997) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.94.15.8058 · Cited by 188 · see citing works
Linkage Disequilibrium and Demographic History of Wild and Domestic Canids
GRAY, M. M., Granka, J. M., Bustamante, C. D., Sutter, N. B., Boyko, A. R., Zhu, L., Ostrander, E. A., & Wayne, R. K. (2009) · Genetics · doi:10.1534/genetics.108.098830 · Cited by 174 · see citing works
Hotspots of Biased Nucleotide Substitutions in Human Genes
Berglund, J., Pollard, K. S., & Webster, M. T. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000026 · Cited by 152 · see citing works
Self-citationA Comprehensive Linkage Map of the Dog Genome
Wong, A., Ruhe, A., Dumont, B. L., Robertson, K., Guerrero, G., Shull, S., Ziegle, J., Millon, L., Broman, K., Payseur, B., et al. (2010) · Genetics · doi:10.1534/genetics.109.106831 · Cited by 116 · see citing works
Live Hot, Die Young: Transmission Distortion in Recombination Hotspots
Coop, G., & Myers, S. R. (2007) · PLoS Genetics · doi:10.1371/journal.pgen.0030035 · Cited by 112 · see citing works
Dreszer, T. R., Wall, G. D., Haussler, D., & Pollard, K. S. (2007) · Genome Research · doi:10.1101/gr.6395807 · Cited by 112 · see citing works
Mammalian Meiotic Recombination Hot Spots
Arnheim, N., Calabrese, P. P., & Tiemann‐Boege, I. (2007) · Annual Review of Genetics · doi:10.1146/annurev.genet.41.110306.130301 · Cited by 99 · see citing works
(2001) · Wiley eBooks · doi:10.1002/9780470750629 · Cited by 94 · see citing works
Genome-Wide Control of the Distribution of Meiotic Recombination
Grey, C., Baudat, F., & de Massy, B. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000035 · Cited by 82 · see citing works
SequenceLDhot: detecting recombination hotspots
Fearnhead, P. (2006) · Bioinformatics · doi:10.1093/bioinformatics/btl540 · Cited by 76 · see citing works
Kirkpatrick, D. T., Wang, Y.-H., Dominska, M., Griffith, J. D., & Petes, T. D. (1999) · Molecular and Cellular Biology · doi:10.1128/mcb.19.11.7661 · Cited by 72 · see citing works
Male-Driven Biased Gene Conversion Governs the Evolution of Base Composition in Human Alu Repeats
Webster, M. T., Smith, N. G. C., Hultin‐Rosenberg, L., et al. (2005) · Molecular Biology and Evolution · doi:10.1093/molbev/msi136 · Cited by 69 · see citing works
Self-citationConservation of recombination hotspots in yeast
Tsai, I. J., Burt, A., & Koufopanou, V. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0908774107 · Cited by 68 · see citing works
The [(G/C)3NN]n motif: a common DNA repeat that excludes nucleosomes.
Wang, Y. H., & Griffith, J. D. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.17.8863 · Cited by 56 · see citing works
Trans-Regulation of Mouse Meiotic Recombination Hotspots by Rcr1
Parvanov, E. D., Ng, S. H. S., Petkov, P. M., et al. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000036 · Cited by 55 · see citing works
Hotspots of mutation and breakage in dog and human chromosomesPreprint
Webber, C., & Ponting, C. P. (2005) · Genome Research · doi:10.1101/gr.3896805 · Cited by 52 · see citing works
Self-citationVariation in estimated recombination rates across human populations
Graffelman, J., Balding, D. J., González‐Neira, A., et al. (2007) · Human Genetics · doi:10.1007/s00439-007-0391-6 · Cited by 45 · see citing works
Monoallelic expression and tissue specificity are associated with high crossover rates
Necşulea, A., Sémon, M., Duret, L., et al. (2009) · Trends in Genetics · doi:10.1016/j.tig.2009.10.001 · Cited by 22 · see citing works
The hotspot conversion paradoxPreprint
Pineda‐Krch, M., & Redfield, R. J. (2009) · Nature Precedings · doi:10.1038/npre.2009.3637.1 · Cited by 1 · see citing works
Transcription in a Chromatin Environment
Turner, B. M. (2001) · doi:10.1002/9780470750629.ch7 · Cited by 1 · see citing works
The Nucleosome: Chromatin's Structural Unit
Turner, B. M. (2001) · doi:10.1002/9780470750629.ch4 · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Genetic recombination is directed away from functional genomic elements in mice
Brick, K., Smagulova, F., Khil, P., Camerini-Otero, R. D., & Petukhova, G. V. (2012) · Nature · doi:10.1038/nature11089 · Cited by 414 · see citing works
Health and population effects of rare gene knockouts in adult humans with related parents
Narasimhan, V. M., Hunt, K. A., Mason, D., Baker, C. L., Karczewski, K. J., Barnes, M. R., Barnett, A. H., Bates, C., Bellary, S., Bockett, N. A., et al. (2016) · Science · doi:10.1126/science.aac8624 · Cited by 286 · see citing works
Coevolution between transposable elements and recombination
Kent, T. V., Uzunović, J., & Wright, S. I. (2017) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2016.0458 · Cited by 312 · see citing works
Multimer Formation Explains Allelic Suppression of PRDM9 Recombination Hotspots
Baker, C. L., Petkova, P., Walker, M., Flachs, P., Mihola, O., Trachtulec, Z., Petkov, P. M., & Paigen, K. (2015) · PLOS Genetics · doi:10.1371/journal.pgen.1005512 · Cited by 54 · see citing works
Axelsson, E., Ljungvall, I., Bhoumik, P., Conn, L. B., Muren, E., Ohlsson, Å., Olsen, L. H., Engdahl, K., Hagman, R., Hanson, J., et al. (2021) · PLOS Genetics · doi:10.1371/journal.pgen.1009726 · Cited by 34 · see citing works
Self-citation
- Authors
- Axelsson, E., Webster, M. T., Ratnakumar, A., The LUPA Consortium, Ponting, C. P., & Lindblad-Toh, K.
- Affiliations
- Uppsala University (SE)
- University of Oxford (GB)
- Venue
- Genome Research
- Publisher
- Cold Spring Harbor Laboratory
- Published
- 2011-10-17
- Volume
- 22
- Issue
- 1
- Pages
- 51-63
- ISSN
- 1088-9051 (ISSN-L)
- PMC
- PMC3246206
- OpenAlex
- W2170301165
- Cited by
- 142
- References
- 55
- Citations by year
- 2026: 10 · 2025: 9 · 2024: 7 · 2023: 6 · 2022: 6 · 2021: 8 · 2020: 5 · 2019: 6 · 2018: 7 · 2017: 18 · 2016: 13 · 2015: 7 · 2014: 13 · 2013: 13 · 2012: 13
- Type
- posted content
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- other-oa
- Locations
- Genome Research (publishedVersion, other-oa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- HighWire Press Open Archive (submittedVersion)
- Funders
- European Commission
- European Science Foundation
- Vetenskapsrådet
- Medical Research Council
- Uppsala Multidisciplinary Center for Advanced Computational Science
- Topics
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Chromosomal and Genetic Variations
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Mapping and Diversity in Plants and Animals
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
- Keywords
- PRDM9, meiotic recombination, recombination hotspots, dog genome, gene inactivation, linkage disequilibrium, GC content, biased gene conversion, PANDAS, comparative genomics, zinc finger proteins
- MeSH terms
- Animals, Dogs, Humans, Histone-Lysine N-Methyltransferase, Recombination, Genetic, Genome, Evolution, Molecular, Polymorphism, Single Nucleotide, GC Rich Sequence, Genomic Instability
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