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1
Massive crossover elevation via combination of HEI10 and recq4a 1
recq4b during Arabidopsis meiosis 2
3
Heïdi Serra1, Christophe Lambing1, Catherine H. Griffin1, Stephanie D. Topp1, Mathilde 4
Séguéla-Arnaud2, Joiselle Fernandes2, Raphaël Mercier2 and Ian R. Henderson1* 5 61Department of Plant Sciences, University of Cambridge, Downing Street, Cambridge, CB2 7
3EA, United Kingdom 82Institute Jean-Pierre Bourgin, INRA, AgroParisTech, CNRS, Université Paris-Saclay, RD10, 9
78000 Versailles, France 10 11
*Correspondence: [email protected] 12
13
Abstract 14
During meiosis homologous chromosomes undergo reciprocal crossovers, which generate 15
genetic diversity and underpin classical crop improvement. Meiotic recombination initiates 16
from DNA double strand breaks, which are processed into single-stranded DNA that can 17
invade a homologous chromosome. The resulting joint molecules can ultimately be resolved 18
as crossovers. In Arabidopsis, competing pathways balance the repair of ~100-200 meiotic 19
DSBs into ~10 crossovers per meiosis, with the excess DSBs repaired as non-crossovers. In 20
order to bias DSB repair towards crossovers, we simultaneously increased dosage of the pro-21
crossover E3 ligase gene HEI10 and introduced mutations in the anti-crossover helicase 22
genes RECQ4A and RECQ4B. As HEI10 and recq4a recq4b increase interfering and non-23
interfering crossover pathways respectively, they combine additively to yield a massive 24
meiotic recombination increase. Interestingly, we also show that increased HEI10 dosage 25
increases crossover coincidence, which indicates an effect of HEI10 on interference. We also 26
show that patterns of interhomolog polymorphism and heterochromatin drive recombination 27
increases towards the sub-telomeres in both HEI10 and recq4a recq4b backgrounds, while 28
the centromeres remain crossover-suppressed. These results provide a genetic framework for 29
engineering meiotic recombination landscapes in plant genomes. 30
31
Key words: Meiosis, recombination, crossover, ZMM, HEI10, RECQ4, polymorphism. 32
33
author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
2
Main text 34
Meiosis is a conserved cell division required for eukaryotic sexual reproduction, during 35
which a single round of DNA replication is coupled to two rounds of chromosome 36
segregation, generating haploid gametes1,2. Homologous chromosomes pair and recombine 37
during prophase of the first meiotic division, which can result in reciprocal exchange, termed 38
crossover1,2. Crossovers have a major effect on sequence variation in populations and create 39
genetic diversity. Meiotic recombination is also an important tool used during crop breeding 40
to combine useful variation. However, crossover numbers are typically low, ~1-2 per 41
chromosome per meiosis, and can show restricted chromosomal distributions, which limit 42
crop improvement. For example, recombination is suppressed in large regions surrounding 43
the centromeres of many crop species3. In this work we sought to use our understanding of 44
meiotic recombination pathways to genetically engineer super-recombining Arabidopsis. 45
46
Meiotic recombination initiates from DNA double strand breaks (DSBs), induced by SPO11 47
transesterases, which act in topoisomerase-VI-like complexes1,4 (Fig. 1a). During catalysis 48
SPO11 becomes covalently bound to target site DNA and is liberated by endonucleolytic 49
cleavage by the MRN (MRE11-RAD50-NBS1) complex and COM14. Simultaneously, 50
exonucleases generate 3′-overhanging single stranded DNA (ssDNA), approximately 100-51
1000s of nucleotides in length4 (Fig. 1a). Resected ssDNA is bound by RAD51 and DMC1 52
RecA-like proteins, which promote invasion of a homologous chromosome and the formation 53
of a displacement loop (D-loop)5 (Fig. 1a). Stabilization of the D-loop can occur by template-54
driven DNA synthesis from the invading 3′-end4,6 (Fig. 1a). Strand invasion intermediates 55
may then progress to second-end capture and formation of a double Holliday junction (dHJ), 56
which can be resolved as a crossover or non-crossover, or undergo dissolution1,4,6 (Fig. 1a). 57
58
The conserved ZMM pathway acts to promote formation of the majority of crossovers in 59
plants, which are known as class I1,6,7 (Fig. 1a). Mutations in ZMM genes severely reduce 60
Arabidopsis crossover frequency, causing univalent chromosome segregation at metaphase I, 61
aneuploid gametes and infertility1,8,9. Importantly, ZMM-dependent crossovers show 62
interference, where double crossover events are spaced out more widely than expected by 63
chance10,11. The ZMM pathway in plants includes the MSH4/MSH5 MutS-related 64
heterodimer, MER3 DNA helicase, SHORTAGE OF CROSSOVERS1 (SHOC1) XPF 65
nuclease, PARTING DANCERS (PTD), ZIP4/SPO22, HEI10 E3 ligase and the 66
author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
×
Self-fertilize
192 F2 plants Genotype by Sequencing
HEI10 C2 420
Ler
recq4a recq4b
HEI10/+ recq4a/+ recq4b/+ 420/++
HEI10/+ recq4a recq4b 420
×
×
recq4a recq4b
Self-fertilize
191 F2 plants Genotype by Sequencing
×
×
HEI10/+ recq4a recq4b 420/++ recq4a recq4b 420/++
Self-fertilize
b
&
a
RESECTION
CROSSOVER[CLASS ONE]
RECQ4A RECQ4BRMI1 TOP3a
NON-CROSSOVERRESOLUTION
DSB
CROSSOVER[CLASS TWO]
NON-INTERFERING REPAIR
recq4a recq4b
SDSA
STRAND INVASION
MLH1 MLH3
SPO11-1 SPO11-2 MTOPVIB
MRE11 RAD50 NBS1 COM1
DMC1RAD51RPA1
ZMMHEI10 SHOC1MER3 PTDMSH4 ZIP4MSH5
35
53
35
53
35
53
35
53
55
33
FANCM MHF1MHF2
Figure 1
author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
3
Figure 1. Combining increased HEI10 dosage with recq4a recq4b mutations in order to 67
elevate meiotic crossovers. a. Schematic diagram showing a subset of pathways acting 68
during Arabidopsis meiotic recombination. Homologous chromosomes are indicated as red 69
and blue DNA duplexes. The remaining two sister chromatid duplexes are not shown for 70
simplicity. Recombination pathways (green) and factors acting within them (red) are printed 71
alongside chromosomes. b. Crossing diagram showing the generation of Col/Ler F1 plants 72
that were recq4a recq4b mutant, with and without HEI10 (black triangles). F2 progeny from 73
these plants were analysed by genotyping-by-sequencing to map crossover locations. These 74
populations were compared to wild type F2 progeny and to a previously reported HEI10 F2 75
population12. 76
77
78
79
80
81
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83
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85
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89
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author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
4
MLH1/MLH3 MutL-related heterodimer1,6,7 (Fig. 1A). Within the ZMM pathway the HEI10 101
E3 ligase gene shows dosage sensitivity, with additional copies being sufficient to increase 102
crossovers throughout euchromatin12. A minority of crossovers in plants, known as class II, 103
do not show interference and are formed by a different MUS81-dependent pathway13,14. 104
105
From cytological measurement of Arabidopsis DSB-associated foci (e.g. γH2A.X, RAD51 106
and DMC1) along meiotic chromosomes, it is estimated that between 100-200 breaks initiate 107
per nucleus15–17. However, only ~10 crossovers typically form throughout the genome18–21, 108
indicating that anti-crossover pathways prevent maturation of the majority of initiation events 109
into crossovers. Indeed, genetic analysis has identified at least three distinct anti-crossover 110
pathways in Arabidopsis: (i) the FANCM DNA helicase and MHF1 and MHF2 co-factors22–11124, (ii) the AAA-ATPase FIDGETIN-LIKE125 and (iii) the RTR complex of RECQ4A, 112
RECQ4B DNA helicases, TOPOISOMERASE3α and RMI126–28 (Fig. 1a). For example, 113
recq4a recq4b mutants show highly increased non-interfering crossovers when assayed in 114
specific intervals27 (Fig. 1a). This is thought primarily to result from a failure to dissolve 115
interhomolog strand invasion events, which are alternatively repaired by the non-interfering 116
crossover pathway(s)22,25,27. As combining mutations between these pathways, for example 117
fancm fidgl1, leads to additive crossover increases they reflect parallel mechanisms25. Hence, 118
during meiosis competing pathways act on SPO11-dependent DSBs to balance crossover and 119
non-crossover repair outcomes (Fig. 1a). 120
121
In this work we explore the functional relationship between ZMM pro-crossover and RECQ4 122
anti-crossover meiotic recombination pathways. Using a combination of increased HEI10 123
dosage and recq4a recq4b mutations, we observe a massive, additive increase in crossover 124
frequency throughout the chromosome arms. Surprisingly, we observe that increased HEI10 125
dosage causes increased crossover coincidence, indicating an effect on interference. We show 126
that HEI10 and recq4a recq4b crossover increases are biased towards regions of low 127
interhomolog divergence, distal from centromeric heterochromatin. Hence, both genetic and 128
epigenetic information likely constrain the activity of meiotic recombination pathways. 129
130
Combination of HEI10 and recq4a recq4b massively elevates crossover frequency 131
Crossover increases in HEI10 and recq4a recq4b represent mechanistically distinct effects 132
via class I and class II crossover repair pathways (Fig. 1a). We therefore sought to test 133
whether combining these genetic backgrounds would cause further increases in crossover 134
author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
5
frequency. We previously showed that transgenic line ‘C2’ carrying additional HEI10 copies, 135
shows a ~2-fold increase in crossovers genome-wide, compared with wild type12 (Table 1). 136
We therefore crossed HEI10 line C2 to recq4a recq4b double mutants, in the Col genetic 137
background12,27,29 (Fig. 1b). A previous genetic screen isolated an EMS allele of recq4a in 138
Ler27. As Ler carries a natural premature stop codon in recq4b27, this provides a recq4a 139
recq4b double mutant in Ler (Fig. 1b). These lines were crossed and F1 progeny identified 140
that were heterozygous for Col/Ler polymorphisms, recq4a recq4b mutant and with or 141
without HEI10 (Fig. 1b). These F1 plants were then used to generate Col/Ler F2 for crossover 142
analysis (Fig. 1b). 143
144
During crossing we maintained the 420 FTL crossover reporter within our lines, which allows 145
measurement of genetic distance in a ~5.1 Mb sub-telomeric region on chromosome 330,31 146
(Figs. 1b, 2a and Supplementary Table 1). This showed that HEI10, recq4a recq4b and 147
HEI10 recq4a recq4b all significantly increase 420 crossover frequency in Col/Ler 148
backgrounds, by 2.7, 3.3 and 3.7-fold, respectively (X2 P=2.73×10-175, P=4.92×10-212 and 149
P=2.80×10-226) (Fig. 2a and Supplementary Table 1). However, it is notable that 420 genetic 150
distance reached 47 cM in HEI10 recq4a recq4b, which is close to the maximum observable 151
recombination frequency for linked markers (i.e. 50 cM) (Fig. 2a and Supplementary Table 152
1). We next used genotyping-by-sequencing (GBS) to generate genome-wide, high-resolution 153
maps of crossover distributions in these backgrounds. 154
155
We sequenced genomic DNA from 191-245 Col/Ler F2 progeny derived from wild type, 156
recq4a recq4b and HEI10 recq4a recq4b F1 parents (Fig. 1b and Table 1), and compared to a 157
previously described HEI10 F2 population12. We observed that recq4a recq4b caused 3.3-fold 158
more crossovers genome-wide (25 crossovers/F2, 95% confidence interval +/- 0.93), 159
compared with wild type (7.5 crossovers/F2, 95% confidence interval +/- 0.28), which is 160
greater than the 2-fold increase previously seen in HEI10 (15.3 crossovers/F2, 95% 161
confidence interval +/- 0.49)12 (Fig. 2b-2d and Table 1). If the HEI10 and recq4a recq4b 162
crossover increases combined in a purely additive manner then we would expect to see the 163
sum of their crossover differentials in HEI10 recq4a recq4b, equivalent to 7.5 + 7.7 + 17.4 = 164
32.6 crossovers/F2. Indeed, this was similar to the observed value for HEI10 recq4a recq4b 165
of 31 crossovers/F2 (95% confidence interval +/- 0.97) (Fig. 2b-2d and Table 1). For all 166
populations, the physically largest chromosomes had the longest genetic maps 167
168
author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
600
500
400
300
200
100
0
Chr 1 Chr 2 Chr 3 Chr 4 Chr 5
a cWild type
HEI10
recq4a recq4b
HEI10recq4a recq4b
Crossovers
Indi
vidu
als
Indi
vidu
als
Indi
vidu
als
Indi
vidu
als
50
cM
010
2030
40
Wild
type
HEI10
recq
4a
420 Col/Ler
recq
4bHEI10
recq
4a
recq
4b
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
1 2 3 4 5
Wild type
HEI10recq4a recq4b
b
d
Wild type
HEI10recq4a recq4b
cM
Wild type vsHEI10
Wild type vsrecq4arecq4b
Wild type vsHEI10recq4arecq4b
Col/LerLer/Ler
Col/Col
0 10 20 30 40 50
010
2030
4050
0 10 20 30 40 50
05
1015
2025
0 10 20 30 40 50
02
46
812
0 10 20 30 40 50
02
46
812
Figure 2
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6
Figure 2. Combination of HEI10 and recq4a recq4b massively increases meiotic 169
crossover frequency. a. 420 genetic distance (cM) was measured during breeding of the 170
HEI10 and recq4a recq4b mutant populations. All samples were Col/Ler heterozygous. 171
Replicate measurements are shown as black dots and mean values as red dots. Plotted data is 172
shown in Supplementary Table 1. The HEI10 data was previously reported12. b. 173
Chromosomal genotypes are shown from two representative individuals from the wild type 174
and HEI10 recq4a recq4b F2 populations. The five Arabidopsis chromosomes are depicted 175
and colour-coded according to Col/Col (blue), Col/Ler (green) or Ler/Ler (red) genotypes. c. 176
Histograms showing the frequency of F2 individuals containing different crossover numbers 177
in each population, with the mean value indicated by the horizontal dotted red lines. d. 178
Genetic maps (cM) shown for each chromosome for HEI10 (blue), recq4a recq4b (magenta) 179
and HEI10 recq4a recq4b (red). Each map shown alongside the wild type map (left), and 180
markers between the maps are connected. 181
182
Table 1. Crossovers in wild type, HEI10, recq4a recq4b and HEI10 recq4a recq4b 183
Col/Ler F2 populations. Crossover numbers identified by genotyping-by-sequencing in the 184
indicated F2 populations are listed. The number of individuals analysed per population is 185
indicated in the n row. Absolute crossover (COs) numbers are reported, as well as mean 186
crossovers per F2 individual, by chromosome and in total. The CO StDev row shows the 187
standard deviation in total crossover numbers per F2 for each genotype. 188
GENOTYPE
Col/Ler
HEI10
Col/Ler
recq4a recq4b
Col/Ler
HEI10
recq4a recq4b
Col/Ler
Chromosome COs COs/F2 COs COs/F2 COs COs/F2 COs COs/F2
1 437 1.8 765 4.0 1259 6.6 1641 8.5
2 326 1.3 525 2.7 799 4.2 1001 5.2
3 345 1.4 546 2.8 993 5.2 1195 6.2
4 309 1.3 417 2.2 576 3.0 663 3.5
5 423 1.7 675 3.5 1156 6.1 1448 7.5
Total 1840 7.5 2928 15.3 4783 25.0 5948 31.0
n 245 192 191 192
CO StDev 2.26 3.41 6.52 6.59
189
190
author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
7
(Supplementary Fig. 1). A subset of wild type and HEI10 recq4a recq4b F2 individuals were 191
sequenced to higher depth and crossover patterns found to be robustly identified 192
(Supplementary Fig. 2 and Supplementary Table 2). Together these data show that crossover 193
elevations caused by increased HEI10 dosage and loss of the RECQ4A RECQ4B anti-194
crossover helicases combine in an additive manner, consistent with class I and class II 195
crossover pathways being independent in Arabidopsis. 196
197
Crossover coincidence increases in both HEI10 and recq4a recq4b 198
Underdispersion of crossover numbers per meiosis occurs due to the action of crossover 199
interference and homeostasis6,32, causing an excess of values close to the mean. Consistently, 200
we observe that the distribution of crossovers per wild type F2 individual is significantly non-201
Poisson (Goodness-of-fit test for Poisson distribution, P=0.012) (Fig. 3a). Observed 202
frequencies are displayed as bars (grey) plotted from the fitted frequencies (red line), such 203
that grey bars lying above or below zero on the y-axis represent deviation from the Poisson 204
expectation (Fig. 3a). Crossover distributions per individual in recq4a recq4b and HEI10 205
recq4a recq4b were also non-Poisson (recq4a recq4b P=1.85×10-5 and HEI10 recq4a recq4b 206
P=0.0223). However, the high recombination populations also showed significantly greater 207
variation in crossover numbers compared to wild type (Brown-Levene test, HEI10 208
P=4.17×10-7, recq4a recq4b P=<2.2×10-16, HEI10 recq4a recq4b P=<2.2×10-16) (Fig. 3a 209
and Table 1). We therefore sought to examine the distributions of crossovers within the GBS 210
data in more detail, with respect to inter-crossover spacing. 211
212
Due to F2 individuals being analysed, which result from two independent meioses, it is not 213
possible to distinguish between double crossovers (DCOs) occurring on the same (cis) or 214
different (trans) chromosomes (Fig. 3b). Importantly, only the cis class is informative for 215
estimation of interference. Despite this limitation, we considered each F2 individual 216
separately and identified adjacent DCOs for each chromosome and recorded their distances 217
(Fig. 3b). Simultaneously, for each individual and chromosome the same number of 218
randomly chosen positions were used to generate a matched set of randomized distances (Fig. 219
3b). Consistent with the action of crossover interference, wild type DCO distances were 220
significantly greater than random (mean=8.57 Mb vs 6.99 Mb, Mann-Whitney Wilcoxon test 221
P=1.87×10-16) (Fig. 3b). In HEI10 DCO distances were substantially reduced compared to 222
wild type, although they were still significantly greater than random (mean=6.09 Mb vs 5.08 223
Mb, Mann-Whitney Wilcoxon test P=9.46×10-13) (Fig. 3b). However, in both recq4a recq4b 224
author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
30
cM0
1020
Wild
type
I3b
HEI10
I3c I3bc
Wild
type
HEI10
Wild
type
HEI10
30cM
010
20
Inte
rfere
nce
(1-C
oC)
1.0
00.
20.
60.
80.
4
I3b I3c0 5
Wild type HEI10
recq4a recq4b
HEI10recq4a recq4b
0 10 20 300 10 20 30
0 10 20 30DCO distance (Mb)
0 10 20 30
Den
sity
04e
-88e
-8
04e
-88e
-81e
-7
01e
-72e
-7
01e
-72e
-7
DCOsRandom
LerCol
Cis DCO Trans DCO
DCO distance (Mb)
DCO distance (Mb) DCO distance (Mb)
Number of crossovers per F2
sqrt(
Freq
uenc
y)sq
rt(Fr
eque
ncy)
sqrt(
Freq
uenc
y)sq
rt(Fr
eque
ncy)
Wild type
HEI10
recq4a recq4b
HEI10recq4a recq4b
Poissonexpectation
Observeddata
a
c
b
-1
0
1
2
3
4
5
6
0 2 4 6 8 10 12 14
0
1
2
3
4
0 2 4 6 8 10 12 14 16 18 20 22 24
-1
0
1
2
3
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42
-1
0
1
2
3
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52
-1 Den
sity
Den
sity
Den
sity
Figure 3
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8
Figure 3. Crossover coincidence increases in HEI10 and recq4a recq4b. a. Plots of the 225
square root of the frequency of total crossovers per F2 individual in wild type, HEI10, recq4a 226
recq4b and HEI10 recq4a recq4b populations, generated using the R package goodfit. The 227
expected Poisson distribution is plotted in red, from which the observed data is plotted. 228
Deviation from the Poisson expectation is shown by the grey bay (observed data) falling 229
either above or below the zero value on the y-axis. b. A graphical diagram is shown to 230
illustrate cis versus trans double crossovers detected in F2 genotyping-by-sequencing data. 231
Kernel density estimates are plotted for measured DCO distances in the indicated populations 232
(red), versus the same number of matched randomly chosen double events (blue). The 233
vertical dotted lines indicate mean values. c. I3b and I3c genetic distances in wild type and 234
HEI10, and crossover interference (1-CoC) between the I3b and I3c intervals. Replicate 235
measurements are shown by black dots and mean values by red dots. The plotted data in 236
found in Supplementary Tables 3 and 4. 237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
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9
(mean=3.84 Mb vs 3.49 Mb, Mann Whitney Wilcoxon test P=0.268) and HEI10 recq4a 259
recq4b populations (mean=3.30 Mb vs 3.08 Mb, Mann Whitney Wilcoxon test P=0.165), 260
observed DCO distances were not significantly different from random (Fig. 3b). This is 261
expected due to increased class II crossovers caused by recq4a recq4b being randomly 262
distributed26. However, the significant reduction in HEI10 DCO distances was unexpected, 263
due to this gene acting in the interference-sensitive ZMM pathway9,12. 264
265
To further investigate crossover interference in HEI10 we used three-colour FTL analysis, 266
using the adjacent I3b and I3c intervals, which measure crossover frequency in a sub-267
telomeric region of chromosome 331,33 (I3bc is located within the 420 interval described 268
earlier) (Fig. 2a and 3c). We used flow cytometry to measure inheritance of pollen 269
fluorescence in wild type and HEI10 and calculate I3b and I3c genetic distances (Fig. 3c and 270
Supplementary Tables 3-4). Both I3b and I3c showed a significant increase in crossover 271
frequency in HEI10, consistent with our previous 420 measurements (X2 test both 272
P=<2.2×10-16) (Figs. 2b, 3c and Supplementary Tables 1 and 3). I3b and I3c genetic 273
distances were used to estimate the number of DCO pollen expected in the absence of 274
interference, using the formula: Expected DCOs=(I3b cM/100)×(I3c cM/100)×total pollen 275
number. The ratio of ‘observed DCOs’ to ‘expected DCOs’ gives the coefficient of 276
coincidence (CoC), and interference is calculated as 1-CoC, such that zero indicates an 277
absence of interference31,33 (Fig. 3c and Supplementary Tables 2-3). Consistent with the 278
reduction in DCO distances seen in the HEI10 GBS data, I3bc interference (1-CoC) 279
significantly decreased from 0.64 in wild type to 0.34 in HEI10 (X2 test P=<2.2×10-16) (Fig. 280
3c and Supplementary Tables 3-4). These experiments confirm our GBS observations and 281
reveal that although HEI10 functions in the interfering ZMM pathway, higher HEI10 dosage 282
causes increased crossover coincidence compared to wild type, although not to the degree 283
observed in recq4a recq4b26 (Fig. 3b). 284
285
Crossover frequency, interhomolog divergence and DNA methylation landscapes 286
We next sought to analyse crossover distributions along the chromosomes, and relate these 287
patterns to other aspects of genome organization (Fig. 4). On average 7.5 crossovers were 288
observed per wild type F2 individual, 5.6 of which occurred in the chromosome arms and 1.9 289
in the pericentromeric heterochromatin (Supplementary Fig. 3 and Supplementary Table 5). 290
In HEI10, recq4a recq4b and HEI10 recq4a recq4b, crossovers in the arms increased 2.3, 4.1 291
and 5-fold, respectively (5.6 -> 13.1 -> 23 -> 28.2 crossovers), whereas the pericentromeres 292
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b
Cro
ssov
ers
a
00.
010.
020.
030.
040.
05
c
Coordinates (Mb)
Wild type recq4a recq4b HEI10 recq4a recq4bHEI10
600 20 40 12080 100
INV?
Wild type HEI10 recq4a recq4b
CEN1 CEN2 CEN3 CEN4 CEN5
00.
005
0.01
00.
015
00.
010.
020.
030.
040.
05
TEL TEL TEL TEL TELTEL
Cro
ssov
ers
600 20 40 12080 100
CEN1 CEN2 CEN3 CEN4 CEN5TEL TEL TEL TEL TELTEL
Cro
ssov
ers
600 20 40 12080 100
CEN1 CEN2 CEN3 CEN4 CEN5TEL TEL TEL TEL TELTEL
Coordinates (Mb)
Coordinates (Mb)
Col/Ler SN
Ps
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Figure 4
author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
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Figure 4. Genomic landscapes of crossover frequency, interhomolog divergence and 293
DNA methylation. a. Plots of normalized crossover frequency measured in wild type 294
(black), HEI10 (blue), recq4a recq4b (purple) and HEI10 recq4a recq4b (red). The five 295
chromosomes are plotted on a continuous x-axis, with the positions of telomeres (TEL) and 296
centromeres (CEN) indicated by vertical lines. The position of NBS-LRR resistance gene 297
homologs are indicated by the x-axis ticks. The putative location of an inversion in the 298
recq4a recq4b derived populations is also indicated and labelled ‘INV?’. b. As for a., but 299
showing wild type crossover frequency plotted against Col/Ler SNPs (green)34 and DNA 300
methylation (blue)35. c. As for b., but showing both wild type (black) and HEI10 recq4a 301
recq4b (red) crossover frequency. 302
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author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint
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Figure 5
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Figure 5. Crossover frequency, interhomolog divergence and DNA methylation along 327
telomere-centromere chromosome axes. Analysis of crossover frequency in wild type 328
(black), HEI10 (blue), recq4a recq4b (purple) and HEI10 recq4a recq4b (red), Col/Ler SNPs 329
(green)34 and DNA methylation (blue)35, analysed along the proportional length of all 330
chromosome arms, orientated from telomeres (TEL) to centromeres (CEN). 331
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12
increases of 1.1, 1.1 and 1.5-fold, respectively (1.9 -> 2.1 -> 2.0 -> 2.7 crossovers), were 361
considerably lower (Supplementary Fig. 3 and Supplementary Table 5). Consistent with 362
previous observations12,27, we observed that despite massive crossover increases throughout 363
the chromosome arms, HEI10, recq4a recq4b and HEI10 recq4a recq4b maintain 364
suppression of recombination within the centromeric regions (Fig. 4a). We also observed that 365
a sub-telomeric region on the long arm of chromosome four showed relative suppression of 366
crossovers, specifically in the recq4a recq4b and HEI10 recq4a recq4b populations (Fig. 4a). 367
This may reflect a lineage-specific sequence rearrangement, such as an inversion, shared 368
among the recq4a recq4b backgrounds. 369
370
We hypothesized that genetic and epigenetic factors could contribute to the observed biases 371
in crossover increases towards the telomeres. Therefore, we compared recombination to 372
patterns of Col/Ler interhomolog divergence34 (i.e. heterozygosity), and DNA cytosine 373
methylation35. Within the chromosome arms we observed that wild type crossovers showed a 374
positive relationship with divergence (r=0.514), which is similar to correlations previously 375
observed between historical recombination and sequence diversity31 (Figs. 4b and 5). In 376
contrast, an opposite, negative correlation was seen between HEI10 recq4a recq4b crossovers 377
and divergence (r=-0.658) (Figs. 4b and 5). This indicates that the crossover elevations seen 378
in HEI10 recq4a recq4b are biased towards the least polymorphic regions of the 379
chromosomes. Hence, while the class II repair pathway that is active in recq4a recq4b is not 380
completely inhibited by heterozygosity, it shows a preference for regions of low divergence. 381
The densely DNA methylated centromeric regions are also strongly crossover suppressed in 382
all populations, consistent with heterochromatin inhibiting meiotic recombination35 (Figs. 4b 383
and 5). Therefore, although combination of HEI10 and recq4a recq4b causes a massive 384
crossover increase, the localization of recombination is significantly constrained by both 385
interhomolog sequence divergence and chromatin. 386
387
Discussion 388
We show that elevating the ZMM crossover pathway, via increased dosage of the HEI10 389
meiotic E3 ligase gene, while simultaneously increasing the activity of non-interfering repair, 390
via mutation of RECQ4A and RECQ4B anti-recombination helicase genes, is sufficient to 391
cause a massive increase in Arabidopsis meiotic crossovers. This is consistent with class I 392
and class II acting as independent crossover repair pathways in plants. HEI10 is a conserved 393
ubiquitin/SUMO E3 ligase with unknown targets during Arabidopsis meiosis, which may 394
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13
include other ZMM factors1,6,36. In plants HEI10 associates with paired homologous 395
chromosomes throughout meiotic prophase, showing gradual restriction to a small number of 396
foci that correspond to crossover locations9,37. We propose that HEI10 acts quantitatively to 397
promote ZMM pathway crossover repair at recombination sites via SUMO or ubiquitin 398
transfer. Unexpectedly, we show that increased HEI10 dosage causes higher crossover 399
coincidence and therefore a decrease in genetic interference. Crossover interference has been 400
modelled as a mechanical force, thought to be transmitted via the meiotic chromosome axis 401
and/or synaptonemal complex (SC)38. Therefore, HEI10 may modify recombination factors at 402
repair foci and decrease their sensitivity to the interference signal, thereby increasing the 403
likelihood of ZMM-dependent crossover designation. Alternatively HEI10 may alter 404
transmission of the interference signal per se, for example, if components of the axis or SC 405
are SUMO/ubiquitin targets. 406
407
The RECQ4 helicases have biochemically characterised activities in (i) disassembly of D-408
loops and (ii) decatenation of dHJs39–41, and thus can promote non-crossover outcomes at 409
multiple recombination steps post-strand invasion. In the recq4a recq4b mutant it is likely 410
that unrepaired joint molecules persist, which are instead repaired as non-interfering class II 411
crossovers27 (Fig. 1a). We show that combination of genetic backgrounds that increase class I 412
and class II crossovers is sufficient to cause a massive and additive recombination increase 413
from 7.5 to 31 crossovers per Arabidopsis F2 individual. However, given that ~100-200 DSB 414
foci have been cytogenetically observed in Arabidopsis there likely remains the capacity for 415
further crossover increases15–17. As the Arabidopsis anti-crossover pathways do not show 416
complete redundancy22,25,27,42, combination of mutations in the FANCM, RECQ4A-RECQ4B 417
and FIGL1 pathways has the potential to cause further increases. Furthermore, the 418
Arabidopsis MSH2 MutS homolog acts to suppress crossovers specifically when homologous 419
chromosomes are polymorphic43, and therefore introduction of msh2 mutations may further 420
increase recombination. The use of msh2 is attractive, as it may reduce or lessen the bias 421
against crossovers observed in divergent regions in HEI10 recq4a recq4b. Equally, 422
modification of epigenetic information has the potential to increase crossovers in centromeric 423
regions. However, as plant heterochromatin is maintained by multiple interacting systems of 424
epigenetic marks, including DNA methylation, H3K9me2, H3K27me1 and H2A.W44,45, these 425
marks may have differentiated functions in control of recombination35. In conclusion, 426
advanced tailoring of genetic backgrounds may further bias meiotic DSB repair to crossover 427
fates, which has the potential to accelerate crop breeding and improvement. 428
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14
Materials and Methods 429
430
Plant Materials 431
Arabidopsis lines used in this study were the Col HEI10 line ‘C2’12, Col recq4a-4 (N419423) 43229, Col recq4b-2 (N511130)29 and Ler recq4a line (W387*)27. Genotyping of recq4a-4 was 433
performed by PCR amplification using recq4a-F and recq4-wt-R oligonucleotides for wild 434
type and recq4a-F and recq4-mut-R for recq4a-4. Genotyping of recq4b-2 was carried out by 435
PCR amplification using recq4b-wt-F and R oligonucleotides for wild type and recq4b-mut-F 436
and R oligonucleotides for recq4b-2. Genotyping of recq4a mutation in Ler was performed 437
by PCR amplification using recq4a-Ler-F and R oligonucleotides and subsequent digestion of 438
the PCR products by ScrFI restriction enzyme, which yields ~160 bp products for wild type 439
and ~180 bp products for recq4a. The presence of HEI10 transgene was tested for by PCR 440
amplification using HEI10-F and HEI10-R oligonucleotides. Oligonucleotide sequences are 441
provided in Supplementary Table 6. 442
443
Measurement of crossover frequency using fluorescent tagged lines 444
420 genetic distance was measured using microscopic analysis of seed fluorescence, as 445
described30,31. I3bc genetic distances and the coefficient of coincidence were measured using 446
fluorescent pollen and flow cytometry, as described31. 447
448
Genotyping-by-sequencing 449
Genomic DNA was extracted and used to generate genotyping-by-sequencing libraries as 450
described42. Sequence data was analysed to identify crossover locations using the TIGER 451
bioinformatics pipeline46. In order to generate genetic maps the GBS genotypes called from 452
each library were used to call ‘marker’ genotypes at 1 Mb intervals. These calls were then 453
used as an input for the R package Rqtl in order to generate genetic maps using the Haldane 454
mapping function47. The R package goodfit was used to compare observed crossover 455
numbers per individual to the Poisson expectation. Statistical analysis of FTL crossover 456
frequency and interference measurements were performed as described12,31. 457
458
459
460
461
462
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Acknowledgements 578
This work was supported by grants from BBSRC (BB/L006847/1), ERA-CAPS/BBSRC 579
‘DeCOP’ (BB/M004937/1), ERC (CoG), the Gatsby Charitable Foundation (GAT2962) and a 580
Royal Society University Research Fellowship. 581
582
Competing financial interests 583
The use of HEI10 to increase meiotic recombination is claimed in UK patent application 584
number GB1620641.9 filed 5th December 2016 by the University of Cambridge. Patents were 585
deposited by INRA on the use of RECQ4 to manipulate meiotic recombination in plants 586
(EP3149027). 587
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author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not peer-reviewed) is the. https://doi.org/10.1101/159764doi: bioRxiv preprint