ARTICLE https://doi.org/10.1038/s41467-021-23270-1 OPEN The impact of chromosomal fusions on 3D genome folding and recombination in the germ line Covadonga Vara 1,2, Andreu Paytuví-Gallart 1,2,3, Yasmina Cuartero4,5, Lucía Álvarez-González1,2, Laia Marín-Gual 1,2, Francisca Garcia6, Beatriu Florit-Sabater1,2, Laia Capilla2,7, Rosa Ana Sanchéz-Guillén1,2,11, Zaida Sarrate 1, Riccardo Aiese Cigliano3, Walter Sanseverino 3, Jeremy B. Searle8, Jacint Ventura7, Marc A. Marti-Renom 4,5,9,10, François Le Dily 4,5 & Aurora Ruiz-Herrera 1,2 ✉ 1234567890():,; The spatial folding of chromosomes inside the nucleus has regulatory effects on gene expression, yet the impact of genome reshuffling on this organization remains unclear. Here, we take advantage of chromosome conformation capture in combination with single- nucleotide polymorphism (SNP) genotyping and analysis of crossover events to study how the higher-order chromatin organization and recombination landscapes are affected by chromosomal fusions in the mammalian germ line. We demonstrate that chromosomal fusions alter the nuclear architecture during meiosis, including an increased rate of hetero- logous interactions in primary spermatocytes, and alterations in both chromosome synapsis and axis length. These disturbances in topology were associated with changes in genomic landscapes of recombination, resulting in detectable genomic footprints. Overall, we show that chromosomal fusions impact the dynamic genome topology of germ cells in two ways: (i) altering chromosomal nuclear occupancy and synapsis, and (ii) reshaping landscapes of recombination. 1 Departament de Biologia Cellular, Fisiologia i Immunologia, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain. 2 Genome Integrity and Instability Group, Institut de Biotecnologia i Biomedicina, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain. 3 Sequentia Biotech, Barcelona, Spain. 4 Centre for Genomic Regulation, The Barcelona Institute for Science and Technology, Barcelona, Spain. 5 CNAG-CRG, Centre for Genomic Regulation, The Barcelona Institute of Science and Technology, Barcelona, Spain. 6 Servei de Cultius Cel.lulars, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain. 7 Departament de Biologia Animal, Biologia Vegetal i Ecologia, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain. 8 Department of Ecology and Evolutionary Biology, Corson Hall, Cornell University, Ithaca, NY, USA. 9 Pompeu Fabra University, Barcelona, Spain. 10 ICREA, Pg. Lluís Companys 23, Barcelona, Spain. 11Present address: Instituto de Ecología AC (INECOL), Red de Biología Evolutiva, Xalapa, Veracruz, Mexico. ✉email: aurora.ruizherrera@uab.cat NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications 1 ARTICLE NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 H igher-order chromatin structure demarcates the limits postmeiotic cells (i.e., round spermatids), and discuss the impli- of gene-regulatory domains1–3. Thus, disturbances of cations for evolution and fertility. domain architecture due to genome reshuffling (i.e., inversions, fusions, or indels) represent a nongradual change in gene regulation because shifting of domain boundaries exposes Results genes to novel regulatory environments4. Models5,6 and growing Variation in recombination rates in natural populations of experimental evidence7,8 suggest that indels and inversions can house mice. We analyzed the variation in recombination rates in alter interactions between contiguous topological associated wild-caught BRbS mice and the potential impact of Rb fusions on domains (TADs), which can lead to oncogene activation, mor- these patterns. We conducted an integrative approach that phological alterations, and novel gene functions. However, the combined the cytological mapping of CO events directly in male impact of balanced chromosomal rearrangements, such as germ cells (reflecting recombination at the Mbp scale) (Figs. 1, 2 Robertsonian (Rb) fusions9, on genome architecture and its and Supplementary Fig. 1) together with estimates of linkage heritability are less explored. This is of particular relevance since disequilibrium based on SNP genotyping (recombination at the Rb fusions represent the most common chromosomal rearran- kbp scale) (Supplementary Fig. 2). gement in nature (from plants to mammals)10, and are linked to We first experimentally determined the number (frequency) of recurrent miscarriages, infertility, and aneuploid offspring in COs along chromosomal axes in 45 wild mice by the humans11. In fact, it has long been suggested, although not yet immunodetection of the recombination protein MLH1 (a marker empirically demonstrated at the genome level, that the presence of COs) on pachytene chromosomes (Fig. 1a–c and Supplemen- of chromosomal fusions in the germ line can alter segregation tary Table 1) (see “Methods”). We also included three laboratory patterns (the so-called interchromosomal effect12). mice (strain C57BL/6J, BL6) for comparison. The CO survey in Germ cells are a unique cell model to test the genome-wide wild-caught mice included 15 all-acrocentric individuals (two impact of chromosomal fusions—they have sequential develop- standard populations, 2n = 40) and 30 mice with Rb fusions mental stages that involve dramatic and tightly regulated chro- (three populations, 2n = 39–28), allowing for microscopic mosomal movements and chromatin remodeling. These include visualization of a total of 1468 spermatocytes (Fig. 1b–d and changes in intra-/interchromosomal interaction ratios, distance- Supplementary Table 1). Of Rb mice, the population Sant Sadurní dependent interaction frequencies, genomic compartments, d’Anoia (SS) was characterized by a low number (from one to TADs, occupancy of insulator proteins (CTCF and cohesins), and three) of Rb fusions (2n = 39–37), whereas the Castelldefels gene expression13–16. The delicate fine-tuning between chromatin (CAS) and Viladecans (VIL) populations have from four to six Rb remodeling, architectural proteins, and cell-specific gene expres- fusions (2n = 33–28) (Fig. 1d and Supplementary Table 1). sion is crucial during the first meiotic prophase (prophase I) The observed average number of COs ranged from 20.16 when homologous chromosomes align, pair, synapse, and (±1.18) MLH1 foci per cell to 21.32 (±1.25) in wild-caught recombine16. standard mice, and from 18.13 (±1.78) to 21.82 (±2.21) in Rb mice Recombination has a dual role in sexual reproduction: (i) it (Fig. 1d). A population-level analysis of COs showed that mice assembles new combinations of allelic variants, contributing to from Rb populations with four or more fusions (CAS and VIL the maintenance of genetic diversity, and (ii) establishes physical populations) showed greater interindividual variability regarding associations between homologous chromosomes that enable the number of MLH1 foci numbers per cell (Fig. 1d). In fact, mean faithful chromosomal segregation during meiosis. Importantly, numbers of COs per cell were positively correlated with diploid recombination can be modulated not only by factors that control numbers (Spearman, P < 0.001), and therefore negatively with the the formation of meiotic crossovers (COs) during early meiosis number of Rb fusions (Spearman, P < 0.0001) (Supplementary (e.g., chromosome axis length is determined by chromatin loop Fig. 1a). Despite fewer CO events, Rb mice showed significantly length17–19) but also by large-scale structural reorganizations that more interindividual CO covariation than standard mice can dramatically alter the genomic landscape20–22. Yet, the (Mann–Whitney test, P < 0.0001) (Supplementary Fig. 1b). We impact of large-scale genome reshuffling (e.g., chromosomal detected statistical differences in mean numbers of COs per cell fusions) on the three-dimensional genome topology in germ cells among populations, including the wild-caught standard popula- and its implications for recombination remain unknown. tions MON (Caldes de Montbuí) and BOI (Castellfollit del Boix) Here, we take advantage of chromosome conformation capture and the different Rb populations (Fig. 1d). Overall, mice with Rb followed by deep sequencing (Hi-C) in combination with cyto- fusions (SS, VIL, and CAS populations) showed significantly lower logical analysis of CO events and SNP genotyping to study how mean numbers of COs per cell (20.09 ± 1.88, 20.12 ± 2.16, and genome folding and recombination landscapes are affected by 19.74 ± 1.87) when compared to wild-caught standard (MON and chromosomal fusions in the mammalian germ line. We analyzed BOI populations) (20.95 ± 1.21 and 20.56 ± 1.37) and BL6 mice wild Western European house mice (Mus musculus domesticus) (21.67 ± 1.52) (Wilcoxon test, P < 0.05) (Fig. 1d), hence confirm- from the northeast of the Iberian Peninsula, belonging to the so- ing previous surveys conducted on different European Rb systems called Barcelona Rb system (BRbS) characterized by a recent of the house mice21,25. evolutionary origin of chromosomal fusions21,23,24. The standard Mirroring descriptions from other mammals18,19, both the karyotype of M. m. domesticus consists of 40 acrocentric chro- mean numbers of COs and meiotic double-strand breaks (DSBs) mosomes, in contrast to BRbS mice, which have a variety of (here exemplified as RAD51 foci) were correlated in both diploid numbers (2n) ranging from 2n = 27 to 2n = 4023. This standard (BL6 and wild-caught mice) and Rb mice (Spearman, system is characterized by the presence of different Rb fusions P < 0.05, Supplementary Fig. 1c). The variation in RAD51 foci distributed in nongeographically coincident clines, leading to a numbers between laboratory mice and BRbS mice is expected progressive reduction in diploid numbers toward the center of the based on CO counts, as these two processes are interrelated18,19. range23. This natural model permits interrogation of the impact As such, differences in DSB numbers between standard and Rb that Rb fusions have on chromatin remodeling and fine-scale mice, together with the observation of a significantly high CO/ recombination in the germ line. In particular, we studied how DSB ratio in Rb mice (Supplementary Fig. 1d), suggest that a chromosomal fusions alter the nuclear architecture at different higher proportion of DSBs are resolved as COs when compared hierarchical levels in meiotic (i.e., primary spermatocytes) and to standard mice (Supplementary Fig. 1e). 2 NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 ARTICLE Fig. 1 Genomic landscapes of recombination. a BRbS populations sampled. See Supplementary Table 1 for the population’s number assignment. The diagram represents different types of chromosomal fusions. Chromosome type legend: Acr, all-acrocentric chromosomes of standard mice; Met Het, Rb chromosomes in heterozygous state of Rb mice; Met Hom, Rb chromosomes in homozygous state of Rb mice. b Immunofluorescence of a spermatocyte at pachytene stage from a Rb mouse (2n = 32): SYCP3 (green), centromeres (red), and DNA (DAPI, blue). Asterisks indicate Rb chromosomal fusions. Sex chromosomes (XY) are indicated. Scale bar = 10 µm. Immunofluorescence replicates, n = 3. c Immunofluorescence of a spermatocyte at pachytene stage: SYCP3 (green), MLH1 (red), and centromeres (blue). Asterisks indicate Rb chromosomal fusions. Sex chromosomes (XY) are indicated. Scale bar = 10 µm. Immunofluorescence replicates, n = 3. d Boxplots depicting the number of MLH1 foci/cell per specimen represented (i) individually (colors correspond to panel a) and (ii) per population. Boxplots are presented as mean values ± SD; center line, median; center diamond, mean. (i) Three laboratory mice (BL6) are included for comparison. Boxplots indicating mean values and standard deviations are shown for each individual. BRbS populations: CAS Castelldefels, BOI Castellfollit del Boix, MON Caldes de Montbuí, SS Sant Sadurní d’Anoia, VIL Viladecans. The diploid number of each mouse specimen is indicated on top of each boxplot. Source data are provided as a Source Data file. (ii) Mean numbers of MLH1 foci/cell in laboratory mice (BL6) and wild-caught standard (St) and Rb mice represented per population. P values (Wilcoxon’s rank-sum test followed by Dunn’s tests (two-sided) adjusted by Bonferroni, *P < 0.05) represent differences between populations (BL6, laboratory mice (n = 55 cells); CAS (n = 296 cells), BOI (n = 174 cells), MON (n = 174 cells), SS (n = 206 cells), VIL (n = 605 cells)). Source data are provided as a Source Data file. e Percentage of chromosomal arms showing the different number (0, 1, 2, or 3) of MLH1 foci per-chromosome (χ2 test, one-sided, *P < 0.05). The number of chromosome arms analyzed per arm type: n = 1046 for Acr BL6; n = 1140 for Acr St (MON); n = 2233 for Acr Rb (VIL); n = 483 for Met Het (VIL); n = 1517 for Met Hom. Source data are provided as a Source Data file. f Distribution of MLH1 foci along individual chromosomal arms with one (left panel) or two (right panel) MLH1 foci from panel e. The X axis represents the relative positions on the chromosomal axes from the centromere (0%) to the distal telomere (100%) (χ2 test, one-sided, P < 0.05). The Y axis indicates the frequency of MLH1 foci in each interval of chromosome arm length. Chromosome type legend: Acr St, all-acrocentric chromosomes of standard mice from MON population (n = 1014 chromosomal arms with 1 CO; n = 120 chromosomal arms with 2 COs); Acr Rb, acrocentric chromosomes of Rb mice from VIL population (n = 1232 chromosomal arms with 1 CO; n = 271 chromosomal arms with 2 COs); Met, arms of metacentric chromosomes of Rb mice from VIL population (n = 1272 chromosomal arms with 1 CO; n = 112 chromosomal arms with 2 COs). Source data are provided as a Source Data file. NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications 3 ARTICLE NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 Chromosomal fusions reshape genomic landscapes of recom- (iv) Rb chromosomes in heterozygous state of wild Rb mice (Met bination. Since each pair of homologous chromosomes requires Het), and (v) Rb chromosomes in homozygous state of wild Rb one CO to ensure proper chromosomal segregation (and hence mice (Met Hom) (Fig. 1e). In Rb mice from the VIL population, fertility) during the first meiotic division (the so-called obligatory our analysis indicated that irrespective of the chromosomal CO26), we quantitatively assessed whether the number of COs per complement (2n = 31 or 2n = 32), the CO distribution per- chromosomal arm (0, 1, 2, or 3) was altered in Rb mice when chromosome arm had the same pattern (Supplementary Fig. 1f). compared to wild-caught standard and laboratory mice. To that As a result, data from VIL mice were pooled together for sub- aim and in order to reduce the intrinsic variation of the BRbS, we sequent downstream analysis of CO distribution. analyzed mice from one standard population (six mice from When considering the number of COs per-chromosome arm, MON population, 2n = 40) and mice from one Rb population we detected significant differences between arm types (Acr BL6, with a high number of chromosomal fusions (seven Rb mice from Acr St, Acr Rb, Met Het, and Met Hom) (χ2 test, P < 0.05) VIL population, 2n = 31–32) (Fig. 1e, Supplementary Fig. 1f (Fig. 1e). The frequency of chromosome arms with zero CO was and Supplementary Table 1). We also included three control low (≤3%) in standard mice (BL6 mice and wild-caught standard BL6 mice. The chromosomes were assessed in five categories: mice), mirroring previous observations21. However, in Rb mice (i) acrocentric chromosomes of laboratory mice (Acr BL6), with fusions in a homozygous state, we detected a statistically (ii) acrocentric chromosomes of wild-caught standard mice (Acr significant increased proportion of chromosomal arms with zero St), (iii) acrocentric chromosomes of wild Rb mice (Acr Rb), CO (7.45%) (χ2 test, P < 0.05; Fig. 1e and Supplementary Fig. 1f). 4 NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 ARTICLE Fig. 2 Effect of Rb fusions on recombination and synaptonemal complex length. a (i) Axis length (expressed as μm) analysis in standard (St) and Robertsonian (Rb) mice from BRbS (see text and Supplementary Table 1 for further details) according to chromosome types (Dunn’s test, two-sided; P < 0.001; NS nonsignificant). Boxplots are presented as mean values ± SD; center line, median; center diamond, mean. Source data are provided as a Source Data file. (ii) Analysis of CO density in the different chromosome types (Mann–Whitney test, two-sided; P < 0.0001). Boxplots are presented as mean values ± SD; center line, median; center diamond, mean. Source data are provided as a Source Data file. Chromosome type legend for panels (i) and (ii): Acr, all-acrocentric chromosomes of standard mice (n = 1140 chromosomal arms); Acr, Rb all-acrocentric chromosomes of Rb mice (n = 1711 chromosomal arms) Met Het, Rb chromosomes in heterozygous state of Rb mice (n = 396 chromosomal arms); Met Hom, Rb chromosomes in homozygous state of Rb mice (n = 1294 chromosomal arms). b Immunofluorescence of primary spermatocytes of Rb mice at the pachynema stage, labeling the synaptonemal complex with SYCP3 (green), the centromeres with CEN (blue), and MLH1 (red). Immunofluorescence replicates, n = 3. White dashed circles: centromeric signals in heterozygous fusions. Red dashed: double-centromere signals in homozygous fusions. White arrowheads: Met Het chromosomes. Red arrowhead: Met Hom with double-centromeric signals. Yellow arrowhead: Met Hom with a single centromeric signal. Scale bar = 10 µm. c Synapsis and recombination patterns found in mice with Rb fusions a heterozygous state (see Supplementary Table 1 for mouse codes). Left panel: Percentage of heterozygous chromosomes according to synapsis pattern (synapsed, asynapsed, and open) for each of the Rb mice analyzed. Numbers on the left refer to mouse ID (see Supplementary Table 1). Middle panel: Representation of the mean number of MLH1 per arm corresponding to the mice analyzed. N = number of cells analyzed per individual. Right panel: Cumulative frequencies of MLH1 distributions in heterozygous metacentrics according to synapsis pattern (synapsed, asynapsed, and open). Source data are provided as a Source Data file. d Double-centromeric signals and recombination. Left panel: Distribution of MLH1 foci along individual chromosomal arms in homozygous metacentrics (Met Hom) with a single (1 CEN, blue) or double (2 CEN, red) centromeric signal. The X axis represents the positions on the chromosomal axes from the centromeric end (black dot) to the distal telomere. The Y axis indicates the frequency of MLH1 foci for each 10% interval of chromosomal length. Right panel: Cumulative frequencies of MLH1 distributions in homozygous metacentrics with a single- or a double-centromeric signal. Source data are provided as a Source Data file. e Diagram depicting chromosomal axis (SC) length, DNA loops, and crossovers (COs) observed in fused chromosomes at pachytene in Rb mice. Heterozygous metacentrics (Met Het) chromosomes can occur in three states: synapsed, open, and asynapsed. COs are closer to the centromere in asynapsed chromosomes. Open chromosomes have distal COs, whereas synapsed chromosomes can have more than two COs per arm and in interstitial-to-distal positions. Regardless of the synapsis state, heterozygous metacentrics (Met Het) chromosomes have longer axes than homozygous metacentrics (Met Hom) chromosomes. Conversely, DNA loop lengths in Met Het chromosomes are shorter than in Met Hom chromosomes. Moreover, in Rb mice with homozygous fusions, we detected a As perturbations in obligatory CO frequencies and overall CO significant decrease in the frequency of chromosomal arms with distribution can impair meiosis and affect reproductive fitness, we two COs (Met Homo, 6.98%) (χ2 test, P < 0.05) when compared analyzed sperm viability. Rb mice had a significantly higher with their nonfused counterparts (i.e., acrocentric chromosomes) fraction of immobile sperm (66.1% ± 21.2 vs. 31.7% ± 8.8, (Acr Rb, 18.23%) or Rb mice with heterozygous fusions (Met Het, Mann–Whitney test, P = 0.006) and increased sperm mortality 11.85%) (χ2 test, P < 0.05, Fig. 1e). These observations suggest that (72.9% ± 18.5 vs. 32.1% ± 16.2, Mann–Whitney test, P = 0.005) the reduced CO frequency observed in Rb mice is due to a when compared with standard mice. reduction of chromosome arms with two COs, especially when Moreover, and in order to assess the fine-scale genomic impact the Rb fusions are homozygous (Fig. 1e). of both the overall reduction and chromosomal redistribution of We next examined how chromosomal CO distribution was COs, we analyzed the landscape of genomic diversity (i.e., number affected by Rb fusions (Fig. 1f). We found significant differences of alleles, observed/expected heterozygosity, and nucleotide diver- in CO distribution between standard acrocentrics, Rb acro- sity, Supplementary Table 2) and divergence (expressed as FST centrics, and Rb metacentrics (χ2 test, P < 0.05, Fig. 1f). CO values, Supplementary Tables 3 and 4) between populations distribution along acrocentric chromosomes (i.e., nonfused) in together with estimates of recombination rates based on linkage both standard (MON) and Rb mice (VIL) was distinct in distal disequilibrium (expressed as 4Ner/kbp) between standard and Rb regions (90–100% of the chromosome length) (χ2 test, P< 0.05, mice (see “Methods”). Both principal component analysis (PCA) Supplementary Fig. 1g). In the case of fused chromosomes, single (Supplementary Fig. 2a) and estimations of population structure CO events were slightly displaced (although not significant; χ2 (Supplementary Fig. 2b) revealed that BRbS mice clustered tests, P = 0.15) in homozygous fusions toward distal regions according to the geographical distribution of populations. More- (80–90% of the chromosome arm length) when compared to over, and consistent with the cytological analysis, we observed an heterozygous fusions (Supplementary Fig. 1g). On chromosome overall reduction of recombination rates (expressed as 4Ner/kbp) arms with two COs, a bimodal distribution was detected in both in Rb mice when compared to standard mice (Mann–Whitney standard and Rb mice, with differences between standard test, P < 0.001; Supplementary Fig. 2c, d). Consistent with the acrocentrics, Rb acrocentrics, and Rb metacentrics (χ2 test, P < variation in recombination rates observed in Rb mice, we also 0.05, Fig. 1f). In the case of acrocentrics (in both standard and Rb detected differences in molecular diversity between populations mice), we also detected differences in distal regions (90–100% of (Supplementary Tables 2, 3, and 4). Although estimates of the chromosome length) (χ2 test, P < 0.05, Supplementary Fig. 1g). observed and expected heterozygosity were similar between On fused chromosomes in a heterozygous state, the majority of populations, standard mice showed higher allelic richness than COs were localized either in proximal (from 15 to 55% of the in Rb mice (Supplementary Table 2). Concomitant with the chromosome arm length) or very distal (90–95% of the overall reduction of recombination rates, Rb mice showed higher chromosome length) regions (Supplementary Fig. 1g). For FST estimates than standard mice, both when comparing chromosomes in a homozygous state, proximal COs appeared divergence between standard and Rb populations and between more displaced from the centromere (25–45% of the chromosome Rb populations (Tukey–Kramer test, P < 0.005) (Supplementary arm length). Our results indicate that chromosomal fusions Tables 3 and 4). reshape recombination landscapes by reducing both the overall number of COs per-chromosome arm and the distribution of Modulation of chromosomal lengths and CO distribution. recombination events along chromosomes. Variation in both chromatin loop length and chromosomal axis NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications 5 ARTICLE NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 length can alter CO frequencies17–19; therefore, we sought to reduction of COs per arm on homozygous Rb chromosomes understand how these chromosomal features were affected when compared to heterozygous (Fig. 1e and Supplementary by chromosomal fusions. We did not observe differences in the Fig. 1f). total axis length per cell in Rb mice when compared to standard Overall, we observed that Rb fusions had an effect on CO mice (Supplementary Fig. 3a). However, when analyzing chro- chromosomal distribution and chromosomal axis length, depend- mosomes in Rb mice according to chromosomal arm type, fused ing on whether they are in the heterozygous or homozygous state. chromosome arm length was longer than the acrocentrics With consistent genome size, the longer chromosomal axes in (Mann–Whitney test, P < 0.0001) (Fig. 2a and Supplementary heterozygous fusions would be attributed to shorter loops Fig. 3a). Accordingly, fused chromosomes had significantly lower (Fig. 2e). Despite the presence of different levels of asynapsis, CO density than acrocentrics (Mann–Whitney test, P < 0.0001), heterozygous fusions have longer axes allowing the formation of irrespective of their state (homozygous or heterozygous) (Fig. 2a). an obligatory CO per arm necessary for faithful chromosomal Remarkably, heterozygous fused chromosomes were significantly segregation. The contrasting pattern found in homozygous longer than when in a homozygous state (Wilcoxon test, P < fusions (short chromosomal axis, high frequency of arms with 0.0001) (Fig. 2a and Supplementary Fig. 3b). These observations zero CO, and centromere interference) suggests that chromosome suggest that Rb fusions affect both chromosomal axis length and architecture could play a major role in reshaping CO distribution. CO chromosome distribution. Likewise, CO formation is estab- lished in a chromosome-specific manner, mirroring previous observations in all-acrocentric mice17. Chromosomal fusions reorganize spatial chromosome occu- pancy. We then analyzed whether Rb fusions impact the three- dimensional genome folding in germ cells. Using Fluorescence- CO distribution in homozygous and heterozygous fusions. Activated Cell Sorting (FACS), we isolated highly enriched Meiotic DSBs are repaired in the context of the chromosomal meiotic (primary spermatocytes at the pachytene/diplotene stage, axes as homologous chromosomes pair and synapse27,28. Thus, P/D) and postmeiotic cells (round spermatids, RS) from wild- disturbances of homologous pairing during prophase I are caught Rb mice (derived from the same population) with a high expected to affect CO patterns. Concomitant with this view, number of fusions (Supplementary Table 1, Supplementary perturbed pairing in Rb mice had an effect on CO distribution Fig. 4a, b and “Methods” section). For each germ cell fraction, we (Fig. 2b–e). We analyzed five Rb mice from the VIL population performed in situ Hi-C3,16 to generate genome-wide Hi-C maps from which material was available, categorizing three different for primary spermatocytes and round spermatids. The Rb somatic pairing states observed in heterozygous fusions: (i) fully synapsed, profile was derived from a wild-caught Rb male primary fibro- (ii) open, and (iii) asynapsed chromosomes (Fig. 2b, c and Sup- blast cell line belonging to the BRbS. Germ cell and somatic plementary Fig. 3c). Disturbed synapsis influenced CO distribu- data for all-acrocentric (standard) mice have been published tion per-chromosome arm, while the average number of CO previously16. After filtering, an average of 254.9 million valid events per arm was similar between individuals (Fig. 2c and interactions per cell type was detected (Supplementary Tables 5 Supplementary Fig. 3c). That is, while fully synapsed hetero- and 6) with high correlation values between biological replicates zygous fusions generally had one, homogeneously distributed, CO (from 0.96 to 0.92) (Supplementary Fig. 4c and “Methods” event per arm, asynapsed heterozygous fusions presented COs section). either in intermediate positions (40–50% of the chromosome Genome-wide interaction maps confirmed the presence of six length) or in distal regions (80–90% of the chromosome length) Rb fusions (3.8, 4.14, 5.15, 6.10, 9.11, and 12.13) in all cell types (Fig. 2c and Supplementary Fig. 3c). However, synaptic dis- analyzed from Rb mice (Fig. 3a and Supplementary Table 1). All turbances in heterozygous chromosomes did neither significantly chromosomes involved in Rb fusions showed higher interchro- affect CO distribution nor reduce the number of COs per arm mosomal interaction values (interaction ratio ~3.0) in Rb mice, when compared to acrocentrics (Fig. 1e), most probably due to compared to standard mice, in all cell types (Fig. 3b and variation in chromosomal axis length (Fig. 2a). Interestingly, we Supplementary Table 1). However, we also detected different observed that 28.57% of the CO events detected in asynapsed patterns of interchromosomal interaction ratios between non- chromosomes were located at the border of synapsed and unsy- fused chromosomes. In fibroblasts, the few nonfused chromo- napsed regions (40% of the chromosome length, Supplementary somes (e.g., chromosomes 1 and 2) had higher values of Fig. 3c). These COs could prevent further asynapsis, as previously heterologous interactions in Rb mice when compared to standard suggested for hexavalent meiotic configurations in Rb mice29. mice (Fig. 3b, c and Supplementary Fig. 5). However, the spatial Both the reduced number of COs per arm and the genome architecture was highly reorganized in P/D, affecting displacement away from the centromere observed in homozygous nearly all chromosomes (fused and nonfused) (Fig. 3d and fusions compared to heterozygous (Fig. 1e and Supplementary Supplementary Fig. 6). Fig. 1f) were unexpected based on the chromosomal speciation In P/D, all chromosomes showed high values of heterologous theory30, thus, we sought to understand the mechanistic factors interactions in Rb mice (interaction ratio ≥1.5) for all chromo- behind this pattern. Remarkably, we detected that homozygous somes when compared to standard mice (Fig. 3b and Supple- chromosomal fusions were associated with the presence of mentary Fig. 5), suggesting a genome-wide redistribution of the double-centromeric signals at variable frequency among indivi- spatial disposition of chromosomes inside nuclei. The presence of duals (from 8.33 to 34.45%, Fig. 2d and Supplementary Fig. 3d). heterologous associations was further demonstrated by the We then investigated whether these double-centromeric signals immunodetection of the centromeric constitutive heterochroma- correlated with CO chromosomal distribution by analyzing mice tin (exemplified as H3K9Me3 signals) on pachytene chromo- from the VIL population with the same number of fusions (four somes of Rb mice (Fig. 4a). In fact, heterologous interactions were fusions in a homozygous state and one fusion in a heterozygous dependent on the pairing state of Rb fusions (i.e., fully synapsed, state). Notwithstanding cell-to-cell variability, the presence of a open, or asynapsed) (Fig. 4b). Specifically, we observed more double-centromere signal was associated with displacement of centromeric associations of acrocentric chromosomes when Rb COs toward distal regions of the chromosome (Fig. 2d). This fusions showed open configurations (Fig. 4c). In addition, the sex extended centromeric recombination suppression, coupled body (the X and the Y chromosome) was generally isolated from with shorter chromosomal axes, likely explains the significant autosomes (Fig. 4b). When heterozygous Rb fusions failed to fully 6 NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 ARTICLE synapse, there was a general disruption of interchromosome chromosomes (Fig. 4b). Interestingly, we detected full hetero- associations, with an increased number of chromosomal associa- chromatinization of the sex body in >90% of cells with asynapsed tions (Fig. 4c). Moreover, the sex body showed abnormal signals heterozygous Rb fusions (Fig. 4b), which could contribute to the of heterochromatization being frequently associated with fused increased X/autosome heterologous interactions in P/D Rb mice NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications 7 ARTICLE NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 Fig. 3 Effect of Rb fusions on the higher-order chromatin structure. a Genome-wide ICE-corrected heatmaps (500 kbp) for the cell types analyzed (fibroblasts, pachynema/diplonema—P/D, and round spermatids—RS) in Rb mice. Chromosomes involved in Rb fusions emerge as regions with high interchromosomal interaction in all cell types (arrowheads). Rb fusions are the following: 3.8, 4.14, 5.15, 6.10, 9.11, and 12.13. b Heatmaps depicting genome-wide interchromosomal interaction ratio between standard (St) and Rb mice. Chromosomes in red indicate higher interactions in Rb than in standard mice, whereas chromosomes in blue indicate higher interactions in standard than in Rb mice. As expected, all chromosomes involved in fusions show high interaction ratios in all the three cell types analyzed. Source data are provided as a Source Data file. c Inter-/intrachromosome interaction ratio for the cell types analyzed (fibroblasts, P/D, and RS) in St and Rb mice. In fibroblasts (upper panel), values are the same for chromosome 19 in both St and Rb mice. Source data are provided as a Source Data file. d Examples of interaction patterns between chromosomes involved and not involved in fusions. (i) Interaction heatmaps representing chromosomes 1 and 2 (not involved in fusions) and chromosomes 3 and 8 (fused in a heterozygous state) in both St and Rb mice. In chromosomes 3 and 8, the fusion becomes evident in interaction maps from Rb mice, with high interaction in the pericentromeric region of the chromosomes (0–3 Mbp from the centromere). The observed scaling is consistent across all chromosomes. Source data are provided as a Source Data file. (ii) Interaction plots for fibroblasts, P/D, and RS for chromosomes not involved (1 and 2) and involved in fusions (3 and 8). The observed scaling is consistent across all chromosomes. Source data are provided as a Source Data file. e Boxplot showing the number of genome-wide interactions between the X chromosome and autosomes detected in St and Rb mice per each cell type (Mann–Whitney test, ****P < 0.0001, two-sided). Boxplots are presented as mean values (center line) ± SD. Source data are provided as a Source Data file. f Boxplots depicting genome-wide interchromosomal interactions per million at pericentromeric regions (from the centromere up to 3.5 Mbp) between St and Rb mice (Mann–Whitney test, ****P < 0.0001, two-sided). Boxplots are presented as mean values (center line) ± SD. For each cell type, two groups of chromosomes were compared: chromosomes involved in Rb fusions (3.8, 4.14, 5.15, 6.10, 9.11, and 12.13) and chromosomes not fused (1, 2, 7, 16, 17, 18, 19, and X). Source data are provided as a Source Data file. (Fig. 3e). In contrast, heterologous interactions were reduced in dependent on genomic distance, was switched at genomic dis- RS for all chromosomes not involved in fusions (ratios < 1, Fig. 3b tances of ~6 Mbp in fibroblasts. This was concomitant with slight and Supplementary Fig. 5), a pattern confirmed by the analysis of changes in A/B compartments (Fig. 5b), with Rb mice showing a inter-/intrachromosomal interactions (Fig. 3c). In fibroblasts and smaller mean compartment size (0.85 Mbp) than standard mice P/D, Rb mice showed higher inter-/intrachromosomal interaction (1 Mbp). ratios than all-acrocentric mice (Mann–Whitney test, P < 2.2e- Mirroring previous studies14,16, our genome-wide analysis 16), a pattern that was clearly reversed in RS with higher showed that most compartments were mostly lost in primary interaction ratios in standard mice than in Rb mice for all spermatocytes (P/D) in Rb mice (Fig. 5b), when homologous chromosomes (Mann–Whitney test, P < 2.2e-16) (Fig. 3c). chromosomes condense, align, pair, synapse, and recombine. Chromosome-specific interaction maps also revealed altered Consistent with this absence of compartments during prophase I, three-dimensional chromosome folding in Rb mice, especially in eigenvector values were close to 0 (Fig. 5b) and inter-/ prophase I (Fig. 3d). For nonfused chromosomes (e.g., chromo- intrachromosomal interaction ratios reached a minimum for all somes 1 and 2, which represented a pattern consistent across chromosomes (Fig. 3c). Importantly, the analysis of differential nonfused chromosomes), interaction patterns were disrupted Hi-C matrices and intrachromosomal interaction ratios revealed during P/D in Rb mice (Fig. 3d and Supplementary Fig. 6), losing that, on average, probabilities of interactions were higher in Rb the interchromosome interaction pattern previously described for mice at genomic distances larger than 10 Mbp. Local adjustments standard mice14,16. These results suggest the presence of genome- in chromatin packing density due to differences in loop wide conformational changes triggered by the presence of Rb positioning and size, together with variations in chromosomal fusions, which was supported by the cytological analysis of axis length (as revealed by our cytological observations), likely chromosome associations (Fig. 4c). For fused chromosomes (e.g., give rise to the differences between standard and Rb mice Hi- chromosomes 3 and 8, which have a pattern consistent across C maps. fused chromosomes), we not only detected changes in mid- Robertsonian mice showed a distinctive interaction pattern in chromosome interactions, but also high interaction values in postmeiotic cells, with a high incidence of interactions at shorter pericentromeric regions (Fig. 3d–f and Supplementary Fig. 6). genomic distances (≤5 Mbp) (Fig. 5a). The effect of highly Overall, our data suggest that the presence of Rb fusions condensed chromatin in RS of Rb mice would increase short- reorganize chromosomal nuclear occupancy genome-wide range contacts (relative to long-range contacts), as we observe. (Fig. 4d, e), increasing the rate of heterologous interactions in Although A/B compartments reappeared in RS, they were present primary spermatocytes. Moreover, our results suggest that pairing as a blurry plaid pattern of larger mean size (0.93 Mbp in Rb disturbances of heterozygous fusions during prophase I have a mice) than in fibroblasts. Interestingly, the proportion of genomic direct impact in chromosome spatial distribution (Fig. 4e). As bins with the same compartment status (A or B) was higher such, when heterozygous fusions are synapsed, more permissive- between standard and Rb mice in RS (95% bins conserved, r2 = ness for centromeric associations between acrocentric chromo- 0.94) than in fibroblasts (88.24% bins conserved, r2 = 0.80) somes is observed and the sex body is generally isolated at the (Fig. 5b). These results, together with the low inter-/intrachro- periphery of nuclei. Conversely, when heterozygous Rb fusions mosomal interaction values detected in Rb mice (Fig. 3c), suggest fail to fully synapse, there is a general disruption of interchromo- that Rb fusions induce physical constraints in RS most likely due some associations and the sex body shows abnormal signals of to the spatial organization of chromosomes around the heterochromatinization and frequently associates with fused chromocenter31,32, thus favoring local interactions. chromosomes (Fig. 4e). Chromosomal fusions induce TAD reorganization. Chromo- Higher-order chromatin remodeling. We further investigated some fusions also affected chromatin remodeling at the sub- whether the presence of Rb fusions had an effect on chromatin megabase scale as revealed by the number of TADs detected and remodeling at a finer scale (e.g., compartments). In somatic cells, the robustness of their boundaries at a 50-kbp resolution the genome-wide analysis of differential Hi-C matrices showed (Fig. 5c–f and Supplementary Fig. 7). Similar to previous obser- higher interactions at shorter genomic distances in standard mice vations in standard somatic cells16, TADs were well defined in Rb than in Rb mice (Fig. 5a). This interaction pattern, which is fibroblasts (Fig. 5c–f), with a total of 2391 detected. With an 8 NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 ARTICLE Fig. 4 Interchromosomal associations. a Examples of immunofluorescence on primary spermatocytes at pachytene stage, labeling the synaptonemal complex with SYCP3 (green), the centromeres (CEN, blue), and H3K9Me3 (red). Immunofluorescence replicates, n = 3. SYCP3 staining allowed for the detection of the different heterozygous Rb fusion according to synapsis pattern: synapsed, open, and asynapsed (white arrows). H3K9Me3 shows associations between different chromosomes (yellow dashed lines) and differential distribution in the XY sex body (orange dashed lines): in both arms (as shown in the synapsed example), in one arm end (as shown in the open example), or fully around the sex body (as shown in the asynapsed example). The sex body is indicated as XY. Scale bar = 10 µm. b Analysis of H3K9Me3 associations according to synapsis states (synapsed, open, and asynapsed) of heterozygous metacentrics (left panel), sex chromosome/autosome associations (central panel), and the sex body on its own (right panel). Acr acrocentric chromosomes, Met metacentric chromosomes, assoc. association. N = number of cells analyzed. Source data are provided as a Source Data file. c Number of associated chromosomes (metacentrics (n = 60)) or acrocentrics (n = 60)) detected per cell depending on the synapsis state of heterozygous metacentrics (Kruskal–Wallis, **P ≤ 0.005, one-sided). Boxplots are presented as mean values (center line) ± SD. syn synapsed, op open, asyn asynapsed, ns nonsignificant. Source data are provided as a Source Data file. d Schematic representation of chromosome organization in P/D according to the presence of Rb fusions. In standard mice, all chromosomes are acrocentric and are attached to the nuclear lamina. When Rb fusions are present, chromosome organization is disrupted, affecting chromosome disposition inside the nucleus, either in a homozygous or a heterozygous state. e Schematic representation of the centromeric associations detected with the H3K9Me3 signal in addition to the XY disposition according to synapsis pattern of heterozygous Rb fusions (i.e., synapsed, asynapsed, or open). het heterozygous metacentric. average length of 1.14 Mbps, TADs in Rb fibroblasts had a higher the TAD meta-border plot (Fig. 5e) that shows the specific border variance of insulation scores than in standard fibroblasts (Fig. 5c). interactions of loop domain TADs3,33. Nevertheless, the majority (70%) of TADs were stable (Fig. 5d), In primary spermatocytes, there was a substantial reduction in with general preservation of border conformation, as revealed by the variance of TAD insulation score, and reduction of total NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications 9 ARTICLE NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 TADs detected, when compared to somatic cells (n = 288 in Rb partially recovered in RS, being higher in Rb mice than standard. and n = 294 in standard). The TAD insulation score variance was In RS, Rb mice had fewer but larger (n = 3805, 0.71-Mbp average higher in Rb mice (Fig. 5c). Moreover, meta-border plots show length) TADs than standards (n = 4649, 0.59-Mbp average asymmetric TAD borders (Fig. 5g), more characteristic of stripe length). Only 40% of TADs were stable in RS (Fig. 5d). The TAD domains33. The variance of TAD insulation scores was presence of weaker TAD borders in both standard and Rb RS 10 NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 ARTICLE Fig. 5 Variance in fine-scale compartmentalization. a Differential Hi-C matrices (log2 of fold change using Rb mice as a reference when compared with standards) for chromosome 3 in cell types analyzed (fibroblasts, pachynema/diplonema—P/D, and round spermatids—RS), at a 500-kbp resolution. The observed scaling is consistent across all chromosomes. Red indicates higher number of interactions in standard (St) mice when compared to Rb mice, whereas blue represents higher number of interactions in Rb mice. b Chromosome (Chr) 3 region-specific ICE-corrected heatmaps at 50 kbp (from 30 to 55 Mbp), depicting compartment signal (1st eigenvector) for all cell types. Source data are provided as a Source Data file. c Variance of TAD insulator score between St and Rb mice in all cell types (Mann–Whitney test, ****P < = 0.0001, ns P > 0.05, two-sided). Boxplots are presented as mean values (center line) ± SD. ns nonsignificant. d Frequency of TAD reorganizations between standard and Rb for fibroblasts, P/D, and RS. Source data are provided as a Source Data file. e Example of TAD border alignments along chromosome 1 of fibroblasts (from 75 to 86 Mbp). Examples of merged, split, and stable TADs are indicated. TAD border scores are also shown, informing of the TAD boundary strength. Source data are provided as a Source Data file. f Schematic representation of TAD reorganization. Merged TADs are the result of fusing two different TADs. Split TADs are those in which one TAD is divided into two TADs. TADs are considered stable when there is an overlap above 75%. When TADs are found in a different organizations, they are considered rearranged. g Metaplots for all TAD boundaries detected in Rb mice: fibroblasts (n = 2378), P/D (n = 288), and RS (n = 3798). Data on standard mice were extracted from Vara and colleagues16. (mean TAD insulator score = 5.46), when compared to fibro- occupancy occur genome-wide, affecting not only chromosomes blasts (mean TAD insulator score = 8.8), could explain the involved in Rb fusions but also unfused chromosomes. The pat- difference in TADs observed between these cell types, with TADs tern observed in primary spermatocytes is especially relevant as more prone to reorganize in RS (Fig. 5d). In fact, rearranged, fundamental cellular processes take place, such as synapsis and split, and merged TADs showed significantly lower TAD border pairing of homologous chromosomes and the formation and scores than stable TADs (Mann–Whitney test, P = 2e-14). Meta- repair of DSBs. It is also in primary spermatocytes where DNA border plots showed a blurred pattern, consistent with loop loops are organized along the chromosomal axis, with loop size domain TAD borders and weak TAD insulator scores (Fig. 5g). and axis length inversely correlated17,18, which can covary within gametes19. We detected that the presence of Rb fusions can dis- rupt the standard nuclear architecture of peripherally attached Olfactory receptor genes and interchromosomal interactions. acrocentrics to center-localized metacentrics35, ultimately indu- The increased rate of heterologous interactions detected in Rb cing ectopic heterologous interactions. Such alteration in nuclear primary spermatocytes resulted in the emergence of new inter- occupancy genome-wide, together with the pairing disturbances chromosomal interactions (n = 249, representing 0.5% of the observed with fusions in a heterozygous state, detected in a mouse genome) that involved all chromosomes (e.g., chromo- chromosome-specific manner, would trigger stochastic physical somes 2, 3, and 7, Fig. 6a). To explore the potential role of Rb- interactions and expose chromosomal domains to novel reg- specific interchromosomal interactions, we analyzed the gene ulatory environments. Remarkably, this disruptive pattern also ontology of the 2000 genes contained in these regions. Impor- affected chromosome axis length and, as a result, higher-order tantly, we detected enrichment for sensory perception genes chromatin remodeling. As chromatin is organized into DNA (Fig. 6b), specifically, olfactory receptors (OR) (n = 118) and loops that emerge out of meiotic chromosomal axes36, variations vomeronasal receptors (VR) (n = 92). These OR/VR genes with in axis length alter the number and size of these loops19, ulti- heterologous interaction were located in 11 out of the 94 OR mately affecting medium- and long-range interactions. Given that clusters previously described in the mouse genome34 (Fig. 6c). the assembly of chromatin loops into chromosomal axes, and the These included mouse chromosomes 4, 6, 7, 9, 10, 14, 16, 18, and formation and repair of meiotic DSBs (and subsequent COs) are 19. Interestingly, we detected that individual OR clusters inter- interconnected18,19,37, the remodeling of chromosomal interac- acted with a wide range of regions from different chromosomes, tions translated into a reorganized recombination landscape in Rb with interactions being either chromosome-specific (e.g., the mice. Thus, Rb fusions pose mechanical constraints on the spatial cluster on chromosome 19 interacts solely with chromosome 3) genome architecture that affect not only the hierarchical three- or multichromosomal (e.g., interactions between two clusters on dimensional organization of the genome, but also the chromo- chromosome 10 with multiple regions of chromosomes 1, 2, 3, 4, somal distribution of CO events. The molecular mechanisms 7, 8, and 9) (Fig. 6d). Furthermore, we detected significantly more behind this phenomenon remain unknown. repeats in OR gene clusters when compared with the Rb-specific Importantly, the redistribution of COs across chromosomal interchromosomal interactions and with the rest of the mouse arms was consistent with the observation of low recombination genome (Supplementary Fig. 8a) (Wilcoxon test, P ≤ 0.0001), rates at a fine scale (kbp), and high genetic divergence genome- particularly LINE/L1, and LTR/ERV family retrotransposons wide. This provides evidence that disturbances in CO distribution (Supplementary Fig. 8b). due to chromosome fusions result in detectable genomic foot- prints. According to the ‘suppressed recombination’ model20, a Discussion reduction in recombination is expected within reorganized Here, we provide evidence that chromosomal fusions affect three- regions in the heterokaryotype (e.g., heterozygous Rb fusions). dimensional genome topology and meiotic recombination, high- Although this was consistent with our observations (the pro- lighting the implications of large-scale genome reorganizations on portion of chromosome arms with zero CO was slightly higher in genome function and fertility. Our results show that chromoso- heterozygous Rb fusions than nonfused chromosomes), we also mal fusions pose important mechanistic constraints in the nuclear detected a strong reduction of recombination in homozygous Rb- architecture of germ cells, affecting heterologous interactions, fused chromosomes, mirroring early cytological observations38. chromosomal synapsis, and meiotic recombination. This was Decreased recombination in homozygous Rb fusions is counter- reflected at different hierarchical levels: (i) chromosomal nuclear intuitive but could be explained by the presence of double- occupancy, (ii) inter- and intrachromosomal interactions, (iii) centromeric signals that represented misaligned centromeres39. chromosomal axis length, and (iv) topological domains. Since centromeres can reduce recombination rates (so-called Our high-throughput analyses in combination with cytological centromere interference40), the presence of double centromeres observations show that disturbances in nuclear chromosomal could magnify this effect, interfering with both the formation of NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications 11 ARTICLE NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 Fig. 6 Interchromosomal interaction and olfactory receptors. a Interaction profiles of pairs of chromosomes (3 and 19, 7 and 9, and 2 and 14) in primary spermatocytes (pachynema/diplonema, P/D) of Rb mice. In all three examples, interchromosomal interactions are depicted by asterisks. St standard mice, Rb Rb mice, chr chromosome. Source data are provided as a Source Data file. b Gene Ontology Enrichment Analysis (GOEA) of genes in newly detected interchromosomal interactions in pachynema/diplonema of Rb mice. Only significant gene ontology (GO) terms with an adjusted P value below 0.01 are shown. The X axis represents the number of genes associated to each GO term. Source data are provided as a Source Data file. c Mouse ideogram showing the localization of olfactory clusters (green) described in literature34, and the interchromosomal interactions detected in this work (red). d Circus plot representing the interchromosomal interactions in the mouse genome related with sensory perception, which are mostly genes from the olfactory (Olfr) and vomeronasal (Vmn) receptor family. The number of genes found in each region and the gene family are shown in parenthesis. Source data are provided as a Source Data file. COs during prophase and subsequently affecting chromosome have an effect on mouse fertility, although mild enough to allow segregation in metaphase I. Previous studies in BRbS reported their persistence within populations. disturbances in heterochromatization at the centromeres of fused Remarkably, we also detected that chromosomal axes of Rb chromosomes21, and a higher frequency of apoptotic spermato- fusions in the heterozygous state were longer when compared to genetic cells in homozygous mice than in heterozygous mice41. In nonfused chromosomes. Considering that the presence of Rb fact, the presence of Rb fusions can induce subfertility, as revealed fusions can alter the nuclear disposition of chromosomes during by our observations of the significant reduction in sperm motility prophase I, this can lead to a delay in synapsis in heterozygous Rb and vitality between Rb and standard mice. This, together with fusions, resulting in the detection of elongated chromosomal axes previous reports on the variation of the sperm head morphology in a chromosome-specific manner. Given that chromosomal axes and spermatogenic activity in Rb mice42, suggests that Rb fusions elongate, the substrate for the formation of COs increases in 12 NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 ARTICLE heterozygous Rb fusions, as both features are correlated18,19. recombination analysis. Animals were housed and treated in strict accordance with Conversely, the cytological data indicated the presence of shorter ethical guidelines approved by the Universitat Autònoma de Barcelona (Spain). The BRbS system mice included in the present study consisted of three chromosomal axes in homozygous Rb fusions (and therefore, populations without Rb fusions (2n = 40; MON, BOI, and Olost) and three longer DNA loops). This was consistent with the Hi-C data, populations with Rb fusions (2n = 39–28; SS, CAS, and VIL). Mice from Rb suggesting that Rb fusions induce variance in higher-order populations are characterized by having between one and six Rb fusions involving chromatin organization. This adds to initial reports on global 12 different chromosomes (Rb(3.8), Rb(4.14), Rb(5.15), Rb(6.10), Rb(9.11), and Rb modulation of chromosomal CO frequencies by both chromatin (12.13)), either in heterozygous or homozygous states (Supplementary Table 1)23,24. The BRbS is characterized by Rb fusions present as chromosomal loop size and chromosomal axis length17–19, further suggesting polymorphisms, thus not fixed within populations. that recombination landscapes can be altered within cells by Rb Moreover, a primary fibroblast cell line derived from a male mouse from the fusions affecting both the loop/axes length ratio and the spatial BRbS system (#954, 2n = 30) previously established in our lab46 was used as a chromosome occupancy. somatic control in the Hi-C experiments. Cells were cultured in DMEM medium supplemented with 10% fetal bovine serum and 1% PenStrep at 37 °C and 5% CO2. Likewise, Rb fusions not only pose restrictions for chromoso- mal interactions in primary spermatocytes but also in postmeiotic cells. Chromosomes are highly condensed in round spermatids Spermatocyte spreads and immunofluorescence. Direct analyses of recombi- nation are normally based on the detection of either COs or their final products, with all centromeres associated in the center of the cell forming the chiasmata, visible cytogenetically in meiocytes in later stages of the first meiotic the chromocenter16. As heterologous contacts were reduced in Rb division (i.e., pachytene chromosomes)18,37. Here, we analyzed the physical loca- mice, we hypothesize that chromosomal fusions restrict interac- tion of COs along the axes of pachytene chromosomes using the immuno- tions between nonfused chromosomes in round spermatids. This fluorescence staining technique to detect MLH1, a protein that localizes type I (interfering) COs along with one of the proteins involved in synaptonemal com- restricted and condensed pattern favors intrachromosomal con- plex (SC) formation (the synaptonemal complex protein 3, SYCP3). The chro- tacts, resulting in the reorganization of TADs in postmeiotic cells. mosomal distribution of MLH1 foci can be considered a proxy for the positioning Our observations have important evolutionary and develop- of COs18,47,48. The position of the centromeres along the chromosomal axes was mental implications. The dynamic three-dimensional genome visualized by staining centromeric proteins using the sclerodactyly and tel- topology of germ cells can be affected by chromosomal fusions in angiectasia (CREST) serum (Fig. 1a and Supplementary Table 1). In addition, we also detected RAD51 (marker of programmed DSBs) at the early stages of prophase two ways: (i) altering chromosomal nuclear occupancy, and (i) I and H3K9Me3 (a marker of centromeric constitutive heterochromatin). Sper- reshaping landscapes of recombination. The redistribution of matocyte spreading and immunofluorescence were performed48. Testes were chromosomal nuclear occupancy in spermatocytes that result mechanically disaggregated until obtaining a cell suspension in 1× PBS. The cell from Rb fusions brings new genomic regions into close proximity, suspension was then distributed into different slides and incubated with 1% lypsol for 16 min followed by a 20-min incubation with 4% paraformaldehyde. Then predisposing to the occurrence of additional rearrangements, as slides were left to dry and washed twice with PhotoFlo 1% (Kodak) and then previously suggested43,44. Moreover, rearranged nuclear occu- blocked with PBS–Tween-20 (0.05%). Slides were incubated overnight at 4 °C with pancy would expose chromosomal domains to novel regulatory the following primary antibodies: anti-mouse MLH1 (BD Pharmingen Cat# environments, potentially affecting gene expression and/or reg- 551092, 1:50), anti-human CREST (courtesy of M. Fritzler, 1:100); anti-rabbit SYCP3 (Abcam Cat# ab15093, 1:400), anti-rabbit H3K9me3 (Abcam Cat# ab8898, ulation, as initially proposed by the integrative breakage model of 1:300), and anti-mouse RAD51 (Millipore Cat# PC-130, 1:100). Primary antibodies genome architecture5,6. As such, new chromosomal interactions were detected with anti-rabbit Cy3 (Jackson ImmunoResearch Laboratories Cat# resulting from chromosomal fusions may rewire or attenuate 111-165-003, 1:200) combined with anti-mouse FITC (Jackson ImmunoResearch gene networks, providing new grounds for evolutionary novelty Laboratories Cat# 115-095-003, 1:200) and anti-mouse Cy5 (Jackson ImmunoR- esearch Laboratories Cat# 115-175-146, 1:200). Spermatocyte preparations were in the long run. This was the case for olfactory receptor family visualized and captured using a Zeiss Axioskop epifluorescence microscope clusters detected in meiotic-specific interchromosomal interac- equipped with the appropriate filters and a charged coupled device camera tions in Rb mice. As this gene family is expressed in the (ProgRes® CS10plus, Jenoptik). male germ line16, with a function in spermatogenesis and fertilization42, altered regulation of their expression could have an Sperm analysis. Analyses were conducted in a subset of 15 of male mice from the adaptive role. In fact, interchromosomal interactions between OR BRbS. This included six standard mice from BOI population and nine mice with Rb genes has been previously described in sensory neurons45, sug- fusions from VIL and CAS populations. Briefly, the right epididymis was obtained gesting that associations between multiple chromosomes can for each specimen, and the caudal portion was drained to acquire epididymal spermatozoa. The process was monitored with an Olympus SZ30 stereoscope selectively regulate transcription of individual OR genes. Further microscope. Spermatozoa were processed following the protocols for the exam- functional studies will be needed to support this hypothesis in the ination and processing of human semen samples described by the World Health germ line. Organization49. Around 1000 spermatozoa were analyzed per individual using an Here, we demonstrate that chromosomal fusions affect the Olympus CH30 microscope. For each sample, a slide with a drop of fresh spermatozoa suspension was three-dimensional genome-wide topology in germ cells, ulti- analyzed. Depending on the characteristics of the spermatozoa movement, they mately reshaping recombination landscapes. The modulation of were classified into the following categories: (i) fast progressive and linear motility, recombination implies a close interplay between different factors (ii) slow progressive motility by swinging or doing circular movements, (iii) that are involved in chromatin remodeling, centromere inter- nonprogressive motility but the movement of the head/tail, and (iv) no motility. In order to determine sperm vitality, a drop of eosin Y (0.5%, Sigma-Aldrich) and a ference, and chromosomal axis length. Documenting how such drop of sperm suspension were mixed on a slide. After 2 min, the preparation was changes in genome organization affect gene expression and reg- assessed under the microscope. This method allows the identification of live (not ulation is an important dimension for further understanding the stained) or dead spermatozoa (stained by the inability to expel eosin). effect of genome reshuffling on evolution and fertility. Our results can provide the impetus for the exploration of the functional and CO data analysis. For the analysis of COs and centromere position, only structural basis of genomes in a broad context, reinforcing the pachytene spermatocytes were considered. Only axis-associated MLH1 foci were link between the three-dimensional genome architecture, genome counted considering the number of MLH1 foci per arm, chromosome, and per cell. integrity, and fertility. SC length (expressed in μm) was calculated as the mean length of all autosomal SCs per cell in individual mice. Thus, we measured the SC length of each chromosome and the physical distance between COs. For the analysis of RAD51, only leptotene and zygotene spermatocytes were considered. Methods The Micromeasure 3.3 software50 was used for the analysis of chromosome- Animals and cell lines. We sampled a total of 63 wild-caught house mice (M. m. specific recombination maps based on the distances between adjacent MLH1 domesticus) from six populations, covering the extent of the BRbS (Fig. 1a and foci18,48. For each chromosome, the position of each MLH1 focus was recorded as a Supplementary Table 1). All animals included in the study were previously relative position (percentage of the SC total length), identified by the karyotyped21,23,46 confirming the presence of Rb fusions (Supplementary Table 1). immunofluorescence signal of the centromeres in each cell. Discrimination of Three males from the laboratory strain BL6 were also included in the heterozygous chromosome states was accounted for, in parallel with the presence of NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications 13 ARTICLE NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 double-centromere signals in homozygous metacentrics. Detailed analyses of CO two groups: standard and Rb mice. Mann–Whitney tests were used to analyze chromosomal distribution, asynapsis, and double centromeres, were conducted in differences between groups. animals belonging to one standard population (MON) and one Rb population (VIL). CO frequency plots were constructed for each chromosome type (acrocentric, FACS of mouse male germ cells. Testis cell disaggregation and FACS were Rb in heterozygous state, and Rb in homozygous state). As CO data were not conducted16. Briefly, germ cells at a concentration of 1 million per 500 µl were normally distributed, analysis of variation in the number and position of MLH1 incubated in formaldehyde (1%) for 10 min prior to FACS. Glycine (0.125 M) was foci along chromosomes among different groups was assessed using nonparametric added and incubated with agitation at room temperature for 5 min and then at 4 °C tests, including Bartlett’s test (P = 0.1372), thus demonstrating equal variance. for 15 min. Cells were then centrifuged for 10 min at 290 × g at 4 °C and resus- Accordingly, the Mann–Whitney test was used in comparisons between groups, pended in 3 ml of 1× PBS with Hoechst staining. Kruskal–Wallis to test intragroup differences (either by population or type of Germ cells were sorted using a BD InfluxTM (BD Biosciences) coupled with the fusion), and Wilcoxon’s rank-sum test followed by Dunn’s tests adjusted by BD FACSTM software (version 1.0) and an ultraviolet laser (355 nm). Subsequently, Bonferroni for multiple comparisons. Data were expressed as the mean ± standard two main germ cell populations (P/D and RS) were isolated by plotting Hoechst deviation (SD). In addition, Pearson’s χ2 test was used to compare arm proportions Blue (UV355–460/50) vs. Hoechst red (UV355–670/30) emissions to discriminate of the different number of MLH1 foci per arm type and the differences in the cells by both their DNA content and their complexity. Cell populations were relative distribution of MLH1 foci along chromosomal arms and between collected after sorting in 1× PBS and centrifuged for 5 min at 1800 × g. The chromosomal arms according to the presence of Rb fusions (acrocentric nonfused, supernatant was discarded, and cell pellets were flash-frozen at −80 °C until use. heterozygous metacentric, and homozygous metacentric). Moreover, Spearman Sorting experiments lasted between 3 and 6 h to collect between 0.2 × 106 and 3.2 × correlations were calculated to test relationships among MLH1 and RAD51 foci, 106 cells, depending on the germ cell population. MLH1 foci and diploid number, and MLH1 foci and the number and state of Cell enrichment of each flow-sorted population was evaluated by chromosomal fusion. Spearman correlation analysis was also performed for MLH1 immunofluorescence using specific meiotic proteins and DAPI morphology. For foci and chromosome arm length. In all statistical analyses, a P ≤ 0.05 was primary spermatocytes, prophase-I stages (leptonema, zygonema, pachynema, and considered statistically significant. diplonema) were identified based on SYCP3 (1:400) and ɣH2AX patterns (1:300). Cell enrichment of round spermatids was determined based on nucleus morphology and DAPI pattern16. Cells were fixed on slides and then mounted with SNP genotyping. Analyses of genomic divergence and recombination rate at the DAPI diluted in Vectashield (Vector Laboratories). Slides were analyzed using Mbp scale were conducted using genotyping data from a subset of 34 mice from fluorescence microscopy (Axiophot, Zeiss) coupled with a ProgRes® CS10plus, two standard populations (2n = 40; BOI and Olost) and two Rb populations (2n = Jenoptik camera. Representative images were captured with ACO XY (A. Coloma, 28–39; SS and CAS populations) retrieved from24 (Supplementary Table 1). Data Open Microscopy). Between 50 and 100, cells were counted for each flow-sorted consisted of the Mouse Universal Genotyping Array (MegaMUGA), which con- population. Only sorted populations with an enrichment above 80% were sisted of 77,808 evenly distributed SNP markers built on the Illumina Infinium considered for subsequent experiments. platform51. SNPs were filtered to remove markers with missing values >5% threshold using PLINK version 1.952. This resulted in a final data set of 63,344 informative SNPs distributed across all chromosomes, with the exception of chromosomes 8 and Y. The final data set was considered for subsequent analyses of In nuclei Hi-C. The generation of Hi-C libraries was conducted following Vara and genome-wide screening of divergence and estimates of recombination rate. collaborators16. Rb mice included in the Hi-C analysis were selected based on their The ADMIXTURE software53 was used to estimate individual ancestry and karyotype characteristics (high number of Rb fusions) and availability of testis admixture proportions assuming K populations based on a maximum likelihood material. All mice included in the Hi-C experiments belong to the same population method. Analyses were run only for SNPs with a greater than 95% genotype call. (VIL) and were included in the recombination analysis, showing similar patterns of The numbers of clusters (K) were evaluated applying Evanno’s ΔK54 with three CO distribution (Supplementary Fig. 1f and Supplementary Table 1). Two repli- different K values (K = 3, 4, 5) showing the lowest likelihood values. ADMIXTURE cates for cell type were obtained from a total of 3.4 × 106 primary spermatocytes at analyses were plotted using the R package Pophelper v2.3.055. In addition, multiple the P/D stage, 12.8 × 106 round spermatids previously isolated by FACs. In addi- dimensional scaling analysis was performed using PLINK, by first generating a tion, a total of 10 × 106 Rb fibroblasts (two biological replicates) was also included. genome file (–genome flag) from the vcf file containing the SNPs, and then the mds Libraries were submitted for Illumina sequencing (paired-end 75 bp each side on file that was plotted in the R environment. HiSeq 2500, v4). Genome-wide screening of genetic divergence and diversity. We estimated the Hi-C data processing, binning, and normalization. The quality check and number of alleles (Na), allelic richness (Ar), observed heterozygosity (Ho), expected trimming step of raw data was carried out using BBDuk (version 10/2015)64. heterozygosity (He), inbreeding coefficient (FIS), and nucleotide diversity (pi). Na Setting a minimum read length of 35 bp and a minimum Phred quality score of 20, and Ar were estimated using the hierfstat package v0.04-2256 implemented in R. adapters and low-quality reads were removed while preserving their longest high- Allelic richness was refracted for a minimum of 22 alleles (or 11 diploid samples), quality regions. After the quality check, the reads were processed with TADbit which was the lowest observed sample size between the three groups. Ho and He (version 0.2.0.23)65, which makes use of the GEM (version 1.7.1) mapper66 to were calculated using PLINK v1.90b6.1252, and FIS and pi with VCFtools 162 iteratively map them against the mouse genome (version mm10). Reads were v.0.1.16. One-thousand bootstraps were performed for pairwise FST57 estimations mapped from 15 bp toward using a step size of 5 bp. The filters used to remove with the StAMPP v1.6.1 package in R58. possible artifacts were the following: self-circle, dangling-end, error, extra dangling- Pairwise FST comparisons were conducted between populations genome-wide end, too short, too large, duplicated, and random breaks. The maximum molecule- and considering chromosomes involved in fusions (3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, length parameter was set at two times the 99.9 percentile of the insert-size dis- and 15) and not involved in fusions (1, 2, 7, 16, 17, 18, 19, and X). Estimated FST tribution, returned by the insert_size from TADbit. The maximum distance of a values were adjusted with the Bonferroni correction to minimize type I errors. read to a cleavage site was set to the 99.9 percentile of the insert-size distribution. Tukey–Kramer tests (JMP package version 5.1.2, SAS Institute Inc.59) were used to An in-house script was used for binning and data normalization. This script analyze differences between groups. imported the HiC_data module of TADbit, read the map files generated after the artifact filtering step, binned the reads into a square matrix of 50 kbp, and stored the matrix into a file in NPZ format (raw matrix). Afterward, HiCExplorer (version Estimates of recombination rates. The program LDhelmet60 was applied for the 3.3)67 was used to normalize with the ICE (Iterative Correction and Eigenvector estimation of recombination rates at a fine scale (kbp). As LDhelmet has a 25- decomposition). The normalized matrices of standard and Rb were then compared diploid-sample limit (50 haplotypes), we sampled a random subset of 25 indivi- by the log2 ratio method using hicCompareMatrix from HiCExplorer to obtain the duals from the 34 individuals included in the SNP analysis, using the vcftools — differential matrices. max-indv option and by chromosome using —recode and —chr61. LDhelmet Pairwise comparisons between biological replicates derived from the Hi-C estimates the recombination rates from phased chromosomes or haplotypes from a experiments were performed using HiCRep (version 1.4), under a smoothing population; thus, we phased our data using the software SHAPEIT62 by using the parameter of 5 and a considered distance over 10 Mbp16,68. The Y chromosome option –rho 0.001. Once phased, each chromosome vcf file was split into two was excluded from the analysis due to the lower number of interactions detected in groups, according to standard or Rb samples. Each file was then transformed to our analysis (<1% of the overall detected interactions) and the highly repetitive LDhelmet input snps and pos files with the —ldhelmet flag. The likelihood tables DNA that characterizes this chromosome. The correlation between 2 replicates was were generated using LDpop63, and then transformed to LDhelmet format fol- defined as the mean of the 20 correlation scores. lowing the software’s manual indications. We performed the analysis per-chro- Normalized matrices of standard and Rb mice were transformed into observed/ mosome, based on the SNP data. Estimations of the population-scaled expected matrices using the tool hicTransform from HiCExplorer (version 3.3)67. recombination rate ρ = 4Ner were obtained using the parameters recommended by This tool computes the expected matrix as the sum of contacts per genomic software’s developers, where Ne is the effective population size and r the genetic distance divided by the maximal possible contacts. Then, the observed matrix was map distance across the region analyzed. Using this approach, we established divided by this calculated expected matrix and the observed/expected matrix is recombination rates in windows of 50 SNPs across the mouse genome considering obtained. 14 NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 ARTICLE The observed/expected matrices were compared by the log2 ratio method using median, while the lower and upper bounds correspond to the first and third hicCompareMatrix from HiCExplorer to obtain the differential matrices. Finally, quartiles; the upper whisker extends the largest value within 1.5 times the inter- these matrices were plotted by chromosome using a 500-kb resolution. quartile range above the 75th percentile and the lower whisker extends to the smallest value within 1.5 times the interquartile range below the 25th percentile. Interchromosome/intrachromosome interaction ratio. ICE-normalized data stored in matrices were exported with HiCExplorer to the GInteractions format, Reporting summary. Further information on research design is available in the Nature which consists of seven columns: chromosome, start and end from bin 1, chro- Research Reporting Summary linked to this article. mosome, start and end from bin 2, and the amount of interaction. The GInter- actions tables were imported in R for further quantification of interchromosome and intrachromosome interactions and plotting. Data availability The data that support this study are available from the corresponding author upon reasonable request. Raw and processed Hi-C data from Rb mice generated in the course Interchromosomal interaction analysis. Using R (version 3.6.1), the GInteraction of this study are available in the NCBI GEO repository under accession number tables were subset by chromosome, so the analysis of each chromosome inter- GSE145978. The Hi-C data set from standard mice was retrieved from Vara and chromosomal interactions could be done individually. Then, the mean of inter- collaborators16, which is available in the NCBI GEO repository, under the accession actions of a given chromosome with others was calculated16. Finally, data were number GSE132054. Source data are provided with this paper. plotted as a heatmap where red stands for more interaction in Rb mice and blue in standard mice. The GIinteraction tables subset by chromosome were then plotted as interaction profiles considering the interaction for each genomic position. Received: 4 August 2020; Accepted: 16 April 2021; The analysis of the intrachromosomal interaction ratio in RS (haploid cells) allowed for a predicted classification of fusions into homozygous or heterozygous by quantifying the interactions of fused chromosomes when compared to chromosomes not involved in Rb fusions. In this manner, we established that References fusions 3.8, 6.10, and 5.15 were present in a heterozygous state (ratio between 1.2 1. Dixon, J. R. et al. Topological domains in mammalian genomes identified by and 1.6) while fusions 9.11, 12.13, and 4.14 were present in a homozygous state analysis of chromatin interactions. Nature 485, 376–380 (2012). (ratio around 2). 2. Lieberman-Aiden, E. et al. Comprehensive mapping of long-range interactions reveals folding principles of the human genome. Science 326, 289–293 (2009). Chromosomal-specific interchromosomal interaction analysis. Inter- 3. Rao, S. S. P. et al. A 3D map of the human genome at kilobase resolution chromosomal regions were statistically defined as bins with a standard deviation reveals principles of chromatin looping. Cell 159, 1665–1680 (2014). (Z-score) higher than 2.58. Bin regions were also intersected with BEDTools 4. Kraft, K. et al. Serial genomic inversions induce tissue-specific architectural intersect (version 2.25) against promoter regions (-2 kbp to TSS) from the mouse stripes, gene misexpression and congenital malformations. Nat. Cell Biol. 21, GENCODE annotation vM14 to obtain the overlapping genes. These genes were 305–310 (2019). then included in a Gene Ontology Enrichment Analysis (GOEA). We used CIR- 5. Deakin, J. E. et al. Chromosomics: Bridging the gap between genomes and COS (version 0.69-8)69 to plot the genomic positions of the interchromosomal chromosomes. Genes 10, 627 (2019). interactions across the mouse genome. 6. Farré, M., Robinson, T. J. & Ruiz-Herrera, A. An integrative breakage model of For the analysis of repetitive sequences within interchromosomal regions, genome architecture, reshuffling and evolution. BioEssays 37, 479–488 (2015). repeatMasker70 annotation on the Mus musculus genome version mm10 was 7. Franke, M. & Gómez-Skarmeta, J. L. An evolutionary perspective of regulatory downloaded and parsed to become a BED file. BEDtools (version 2.26) was used to landscape dynamics in development and disease. Curr. Opin. Cell Biol. 55, intersect equal-sized bins considered as interchromosomal interaction regions 24–29 (2018). against the RepeatMasker annotation with option -wo, thus counting the number 8. Bompadre, O. & Andrey, G. Chromatin topology in development and disease. of overlapping bases. All equal-sized bins of the genome were also intersected, and Curr. Opin. Genet. Dev. 55, 32–38 (2019). the number of overlapping bases was also counted and considered as the 9. Robertson, W. R. B. Chromosome studies. I. Taxonomic relationships shown background-repeat profile of the mm10 genome. A Mann–Whitney test was in the chromosomes of Tettigidae and Acrididae: V-shaped chromosomes and applied to test for significant differences. their significance in Acrididae, Locustidae, and Gryllidae: chromosomes and variation. J. Morphol. 27, 179–331 (1916). A/B compartments and TAD calling. Analyses were conducted at the genome- 10. Robinson, T. J. & King, M. Species evolution: the role of chromosome change. wide level. For A/B compartment calling, columns with a low number of counts Syst. Biol. 44, 578 (1995). were filtered out using TADbit, setting the parameter min_count to 10. Since 11. Scriven, P. N. Robertsonian translocations–reproductive risks and indications TADbit fits the column count distribution into a polynomial distribution, columns for preimplantation genetic diagnosis. Hum. Reprod. 16, 2267–2273 (2001). with a number of counts smaller than the first antimode of the distribution, which 12. Lucchesi, J. C. & Suzuki, D. T. The interchromosomal control of cannot be smaller than the min_count parameter, are filtered out. Then, the recombination. Annu. Rev. Genet. 2, 53–86 (1968). genome-wide matrices were normalized by the expected interactions at a given 13. Alavattam, K. G. et al. Attenuated chromatin compartmentalization in meiosis distance and by visibility by means of one iteration of the ICE method. The and its maturation in sperm development. Nat. Struct. Mol. Biol. 26, 175–184 correlation analysis was also performed with TADbit. In-house scripts computed (2019). A/B compartments from the first eigenvector, using 0 as the threshold to differ- 14. Patel, L. et al. Dynamic reorganization of the genome shapes the entiate both compartments and the gene density to label them. recombination landscape in meiotic prophase. Nat. Struct. Mol. Biol. 26, TADs were identified using an in-house script that imported the Chromosome 164–174 (2019). module of TADbit and added the raw and the ICE-normalized matrices of each 15. Wang, Y. et al. Reprogramming of meiotic chromatin architecture during chromosome separately. Filtered bins, due to low counts, were included to mask spermatogenesis. Mol. Cell 73, 547–561.e6 (2019). them when calling TADs. TAD insulation scores were obtained by first 16. Vara, C. et al. Three-dimensional genomic structure and cohesin occupancy normalizing the different matrices for read depth in order for the scores to be correlate with transcriptional activity during spermatogenesis. Cell Rep. 28, comparable. Each matrix was then scaled to have 100 M reads. Afterward, TAD 352–367.e9 (2019). insulation scores were obtained from the output given by the hicFindTADs 17. Wang, S., Zickler, D., Kleckner, N. & Zhang, L. Meiotic crossover patterns: program from HiCExplorer. obligatory crossover, interference and homeostasis in a single process. Cell Cycle 14, 305–314 (2015). Compartment switching. BED files with a resolution of 50 kbp were available 18. Ruiz-Herrera, A. et al. Recombination correlates with synaptonemal complex from the compartments definition step. Each genomic bin of 50 kbp had its cor- length and chromatin loop size in bovids—insights into mammalian meiotic responding compartment attributed. Pairwise comparisons between cell types— chromosomal organization. Chromosoma 126, 615–631 (2017). genome-wide and per-chromosome—were performed; the ratio of compartment 19. Wang, S. et al. Per-nucleus crossover covariation and implications for switching was calculated as the number of genomic bins with a compartment evolution. Cell 177, 326–338.e16 (2019). change (A > B or B > A) divided by the total number of bins. From these files, a 20. Farré, M., Micheletti, D. & Ruiz-Herrera, A. Recombination rates and genomic matrix file was created with 50-kbp-binned genomic coordinates as rows and cell shuffling in human and chimpanzee—a new twist in the chromosomal types as columns, filled by the corresponding compartment labeling in each bin speciation theory. Mol. Biol. Evol. 30, 853–864 (2013). and cell type. Cell-specific A compartments were defined as those bins being 21. Capilla, L. et al. Genetic recombination variation in wild Robertsonian mice: compartment A in a cell type and compartment B in the remaining cell types. on the role of chromosomal fusions and Prdm9 allelic background. Proc. Biol. Sci. 281, 1–18 (2014). Quantification and statistical analyses. The statistical analyses were performed 22. Ullastres, A., Farré, M., Capilla, L. & Ruiz-Herrera, A. Unraveling the effect of using R. Statistical parameters and tests are reported in the Figures and Figure genomic structural changes in the rhesus macaque - implications for the Legends. Boxplots are represented in the manner that the middle line is the adaptive role of inversions. BMC Genomics 15, 530 (2014). NATURE COMMUNICATIONS | (2021)12:2981 | https://doi.org/10.1038/s41467-021-23270-1 | www.nature.com/naturecommunications 15 ARTICLE NATURE COMMUNICATIONS | https://doi.org/10.1038/s41467-021-23270-1 23. Medarde, N., López-Fuster, M. J., Muñoz-Muñoz, F. & Ventura, J. Spatio- 54. Evanno, G., Regnaut, S. & Goudet, J. Detecting the number of clusters of temporal variation in the structure of a chromosomal polymorphism zone in individuals using the software STRUCTURE: a simulation study. Mol. Ecol. the house mouse. Heredity 109, 78–89 (2012). 14, 2611–2620 (2005). 24. Vara, C. et al. PRDM9 diversity at fine geographical scale reveals contrasting 55. Francis, R. M. pophelper: an R package and web app to analyse and visualize evolutionary patterns and functional constraints in natural populations of population structure. Mol. Ecol. Resour. 17, 27–32 (2017). house mice. Mol. Biol. Evol. 36, 1686–1700 (2019). 56. Goudet, J. hierfstat, a package for r to compute and test hierarchical F- 25. Merico, V., Pigozzi, M., Esposito, A., Merani, M. & Garagna, S. Meiotic statistics. Mol. Ecol. Notes 5, 184–186 (2005). recombination and spermatogenic impairment in Mus musculus domesticus 57. Weir, B. S. & Cockerham, C. C. Estimating F-statistics for the analysis of carrying multiple simple Robertsonian translocations. Cytogenet. Genome Res. population structure. Evolution 38, 1358–1370 (1984). 103, 321–329 (2003). 58. Pembleton, L. W., Cogan, N. O. I. & Forster, J. W. StAMPP: an R package for 26. Petes, T. D. Meiotic recombination hot spots and cold spots. Nat. Rev. Genet. calculation of genetic differentiation and structure of mixed-ploidy level 2, 360–369 (2001). populations. Mol. Ecol. Resour. 13, 946–952 (2013). 27. Baudat, F., Imai, Y. & de Massy, B. Meiotic recombination in mammals: 59. JMP®, Version 14.1.0. SAS Institute Inc., Cary, NC, 1989–2019. localization and regulation. Nat. Rev. Genet. 14, 794–806 (2013). 60. Chan, A. H., Jenkins, P. A. & Song, Y. S. Genome-wide fine-scale recombination 28. Lam, I. & Keeney, S. Mechanism and regulation of meiotic recombination rate variation in Drosophila melanogaster. PLoS Genet. 8, e1003090 (2012). initiation. Cold Spring Harb. Perspect. Biol. 7, a016634 (2015). 61. Danecek, P. et al. The variant call format and VCFtools. Bioinformatics 27, 29. Ribagorda, M. et al. Meiotic behavior of a complex hexavalent in heterozygous 2156–2158 (2011). mice for Robertsonian translocations: insights for synapsis dynamics. 62. Delaneau, O., Marchini, J. & Zagury, J.-F. A linear complexity phasing method Chromosoma 128, 149–163 (2019). for thousands of genomes. Nat. Methods 9, 179–181 (2012). 30. Rieseberg, L. H. Chromosomal rearrangements and speciation. Trends Ecol. 63. Alexander, T. A. & Machiela, M. J. LDpop: an interactive online tool to calculate Evol. 16, 351–358 (2001). and visualize geographic LD patterns. BMC Bioinforma. 21, 1–4 (2020). 31. Brinkley, B. R. et al. Arrangements of kinetochores in mouse cells during 64. Bushnell, B. BBmap: a fast, accurate, splice-aware aligner. https://www.osti. meiosis and spermiogenesis. Chromosoma 94, 309–317 (1986). gov/biblio/1241166-bbmap-fast-accurate-splice-aware-aligner (2014). 32. Hoyer-Fender, S., Singh, P. B. & Motzkus, D. The murine heterochromatin 65. Serra, F. et al. Automatic analysis and 3D-modelling of Hi-C data using protein M31 is associated with the chromocenter in round spermatids and Is a TADbit reveals structural features of the fly chromatin colors. PLoS Comput. component of mature spermatozoa. Exp. Cell Res. 254, 72–79 (2000). Biol. 13, e1005665 (2017). 33. Barrington, C. et al. Enhancer accessibility and CTCF occupancy underlie 66. Marco-Sola, S., Sammeth, M., Guigó, R. & Ribeca, P. The GEM mapper: fast, asymmetric TAD architecture and cell type specific genome topology. Nat. accurate and versatile alignment by filtration. Nat. Methods 9, 1185–1188 (2012). Commun. 10, 1–14 (2019). 67. Wolff, J. et al. Galaxy HiCExplorer: a web server for reproducible Hi-C data 34. Degl’Innocenti, A., Meloni, G., Mazzolai, B. & Ciofani, G. A purely analysis, quality control and visualization. Nucleic Acids Res. 46, W11–W16 (2018). bioinformatic pipeline for the prediction of mammalian odorant receptor gene 68. Yang, T. et al. HiCRep: assessing the reproducibility of Hi-C data using a enhancers. BMC Bioinforma. 20, 474 (2019). stratum-adjusted correlation coefficient. Genome Res. 27, 1939–1949 (2017). 35. Berríos, S. et al. Robertsonian chromosomes and the nuclear architecture of 69. Connors, J. et al. Circos: an information aesthetic for comparative genomics. mouse meiotic prophase spermatocytes. Biol. Res. 47, 16 (2014). Genome Res. 19, 1639–1645 (2009). 36. Zickler, D. & Kleckner, N. Meiotic Chromosomes: integrating structure and 70. Smit, A. F. A., Hubley, R. & Green, P. RepeatMasker Open-4.0. http:// function. Annu. Rev. Genet. 33, 603–754 (1999). repeatmasker.org (2015). 37. Capilla, L., Garcia Caldés, M. & Ruiz-Herrera, A. Mammalian meiotic recombination: a toolbox for genome evolution. Cytogenet. Genome Res. 150, 1–16 (2016). Acknowledgements 38. Bidau, C. J., Giménez, M. D., Palmer, C. L. & Searle, J. B. The effects of This work was supported by the Ministry of Economy and Competitiveness (CGL2014- Robertsonian fusions on chiasma frequency and distribution in the house 54317-P and CGL2017-83802-P to A.R.-H., BFU2013-47736-P and BFU2017-85926-P to mouse (Mus musculus domesticus) from a hybrid zone in northern Scotland. M.A.M.-R. and CGL2010-15243 to J.V.) and the Agència de Gestió d’Ajuts Universitaris i Heredity 87, 305–313 (2001). de Recerca, AGAUR (DI2015 and SGR1215 to A.R-H. as well as SGR468 to M.A.M.-R.). 39. Cappelletti, E. et al. CENP-A binding domains and recombination patterns in C.V. and L.A.-G. were supported by FPI predoctoral fellowships from the Ministry of horse spermatocytes. Sci. Rep. 9, 15800 (2019). Economy and Competitiveness (BES-2015-072924 and PRE-2018-083257). L.M.-G. was 40. Lynn, A., Ashley, T. & Hassold, T. Variation in human meiotic recombination. supported by an FPU predoctoral fellowships from the Ministry of Science, Innovation Annu. Rev. Genomics Hum. Genet. 5, 317–349 (2004). and University (FPU18/03867). M.A.M.-R. acknowledges support by the European 41. Medarde, N. et al. Impact of the number of Robertsonian chromosomes on Research Council under the 7th Framework Program FP7/2007-2013 (ERC grant germ cell death in wild male house mice. Chromosom. Res 23, 159–169 (2015). agreement 609989) and the European Union’s Horizon 2020 research and innovation 42. Sans-Fuentes, M. A., García-Valero, J., Ventura, J. & López-Fuster, M. J. program (grant agreement 676556). A.R.-H. also acknowledges support from MeioNet Spermatogenesis in house mouse in a Robertsonian polymorphism zone. (BFU2015-71786-REDT). Reproduction 140, 569–581 (2010). 43. Berríos, S. et al. Model of chromosome associations in Mus domesticus Author contributions spermatocytes. Biol. Res. 43, 275–286 (2010). A.R.-H. conceived and devised the study. C.V., A.P.-G., F.L.D., Y.C., M.A.M.-R., and A.R.-H. 44. Branco, M. R. & Pombo, A. Intermingling of chromosome territories in designed experiments. C.V., Y.C., F.L.D., F.G., B.F.-S., L.M.-G., L.C., Z.S., and A.R.-H. interphase suggests role in translocations and transcription-dependent performed experiments. C.V., A.P.-G., L.A.-G., L.M.-G., R.A.S.-G., and A.R.-H. analyzed the associations. PLoS Biol. 4, e138 (2006). data. R.A.-C., W.S., J.B.S., J.V., M.A.M.-R., and A.R.-H. contributed specimens, karyotypic 45. Monahan, K., Horta, A. & Lomvardas, S. LHX2- and LDB1-mediated trans data, reagents, and resources. C.V. and A.R.-H. wrote the first draft of the paper with inputs interactions regulate olfactory receptor choice. Nature 565, 448–453 (2019). from all authors. All authors read and approved the final version of the paper. 46. Sánchez-Guillén, R. A. et al. On the origin of Robertsonian fusions in nature: evidence of telomere shortening in wild house mice. J. Evol. Biol. 28, 241–249 (2015). Competing interests 47. Froenicke, L., Anderson, L. K., Wienberg, J. & Ashley, T. Male mouse The authors declare no competing interests. recombination maps for each autosome identified by chromosome painting. Am. J. Hum. Genet. 71, 1353–1368 (2002). 48. Segura, J. et al. Evolution of recombination in eutherian mammals: insights Additional information Supplementary information The online version contains supplementary material into mechanisms that affect recombination rates and crossover interference. available at https://doi.org/10.1038/s41467-021-23270-1. Proc. R. Soc. B Biol. Sci. 280, 20131945 (2013). 49. World Health Organization. WHO Laboratory Manual for the Examination Correspondence and requests for materials should be addressed to A.R-H. and Processing of Human Semen (WHO Press, 2010). 50. Reeves, A. MicroMeasure: a new computer program for the collection and Peer review information Nature Communications thanks Akihiko Okuda and the other, analysis of cytogenetic data. Genome 44, 439–443 (2001). anonymous, reviewers for their contribution to the peer review of this work. 51. Morgan, A. P. et al. The mouse universal genotyping array: from substrains to subspecies. Genes|Genomes|Genet. 6, 263–279 (2016). Reprints and permission information is available at http://www.nature.com/reprints 52. Purcell, S. et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am. J. Hum. Genet. 81, 559–575 (2007). Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in 53. Alexander, D. H., Novembre, J. & Lange, K. Fast model-based estimation of published maps and institutional affiliations. ancestry in unrelated individuals. 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