| Type: | Package |
| Title: | Defining Local Haplotype Variants for Use in Trait Association and Trait Prediction Analyses |
| Version: | 0.1.1 |
| Description: | A local haplotyping tool for use in trait association and trait prediction analyses pipelines. 'HaploVar' enables users take single nucleotide polymorphisms (SNPs) (in VCF format) and a linkage disequilibrium (LD) matrix, calculate local haplotypes and format the output to be compatible with a wide range of trait association and trait prediction tools. The local haplotypes are calculated from the LD matrix using a clustering algorithm called density-based spatial clustering of applications with noise ('DBSCAN') (Ester et al., 1996) <ISBN: 1577350049>. |
| License: | MIT + file LICENSE |
| Encoding: | UTF-8 |
| RoxygenNote: | 7.3.2 |
| Imports: | dplyr, tidyr, tibble, magrittr, dbscan |
| Depends: | R (≥ 4.00) |
| LazyData: | true |
| LazyDataCompression: | xz |
| Suggests: | knitr, rmarkdown |
| VignetteBuilder: | knitr |
| NeedsCompilation: | no |
| Packaged: | 2025-07-16 07:11:47 UTC; 22724711 |
| Author: | Tessa MacNish 
[aut, cre],
Hawlader Al-Mamun [ctb],
Thomas Bergmann [ctb],
Mitchell Bestry [ctb],
Jacob Marsh [ctb],
David Edwards [ctb] |
| Maintainer: | Tessa MacNish <tessa.macnish@research.uwa.edu.au> |
| Repository: | CRAN |
| Date/Publication: | 2025-07-21 08:31:11 UTC |
Linkage Disequilibrium Matrix
Description
Pairwise R^2 values for 490 Brassica napus single nucleotide polymorphisms (SNPs).
Usage
LD
Format
An object of class data.frame with 490 rows and 490 columns.
Source
Wu, D., Liang, Z., Yan, T., Xu, Y., Xuan, L., Tang, J., Zhou, G., Lohwasser, U., Hua, S., Wang, H., Chen, X., Wang, Q., Zhu, L., Maodzeka, A., Hussain, N., Li, Z., Li, X., Shamsi, I. H., Jilani, G., … Jiang, L. (2019). Whole-Genome Resequencing of a Worldwide Collection of Rapeseed Accessions Reveals the Genetic Basis of Ecotype Divergence. Molecular Plant, 12(1), 30–43. https://doi.org/10.1016/j.molp.2018.11.007
Collate define_haplotypes Lists
Description
This function collates a list of output files from define_haplotypes.
Usage
collate_define_haplotypes(haplotype_list)
Arguments
haplotype_list |
A list of the lists created by the define_haplotypes function. |
Value
A collated list of all haplotype tables.
Collate haplotype_variants Tables
Description
This function collates a list of output files from haplotype_variants.
Usage
collate_haplotype_variants(haplotype_variants_list, format = 1)
Arguments
haplotype_variants_list |
A list of the tables created by the define_haplotypes function. |
format |
The format you want the output table to be in. This should be the same number you used when running define_haplotypes. |
Value
A collated table of haplotype variants.
Define Haplotypes
Description
This function requires a VCF and an LD matrix. It will then define local haplotypes and return a list of tables. Each table within the list represents one haplotype. These haplotype tables display the SNP genotypes within the haplotype.
Usage
define_haplotypes(
vcf,
LD,
epsilon = 0.6,
MGmin = 30,
hetmiss_as = "allele",
keep_outliers = FALSE
)
Arguments
vcf |
A VCF file. |
LD |
A LD matrix file. |
epsilon |
Affects haplotype size. It is a parameter of the DBSCAN clustering tool. The default is 0.6. |
MGmin |
The minimum number of SNPs within a cluster for it to be defined as a haplotype.The default is 30. |
hetmiss_as |
Affects how missing data is handled for all instances where one allele in a genotype is missing.If hetmiss_as = "allele" the genotype is assumed to be heterozygous. If hetmiss_as = "miss" the genotype is treated as NA. |
keep_outliers |
If FALSE, removes SNPs that are determined to be outliers. |
Value
A list of haplotype tables.
Define Haplotypes Globally
Description
This function requires a list of VCF files and an LD matrices. The list of VCF files and LD matrices must be the same length. It will then define local haplotypes for each pair of files (VCF and LD matrix) and return a list of tables. Each table within the list represents one haplotype. These haplotype tables display the SNP genotypes within the haplotype.
Usage
define_haplotypes_globally(
vcf_list,
LD_list,
epsilon = NULL,
MGmin = 30,
hetmiss_as = "allele",
keep_outliers = FALSE
)
Arguments
vcf_list |
A list of VCF files. |
LD_list |
A list LD matrix files. |
epsilon |
A list of epsilon values the same length as the list of VCF files. The epsilon affects haplotype size. It is a parameter of the DBSCAN clustering tool. The default is 0.6. |
MGmin |
The minimum number of SNPs within a cluster for it to be defined as a haplotype.The default is 30. |
hetmiss_as |
Affects how missing data is handled for all instances where one allele in a genotype is missing.If hetmiss_as = "allele" the genotype is assumed to be heterozygous. If hetmiss_as = "miss" the genotype is treated as NA. |
keep_outliers |
If FALSE, removes SNPs that are determined to be outliers. |
Value
A collated list of haplotype tables for all VCF files provided.
Identify Haplotype Variants
Description
This function requires a VCF and an LD matrix. It will then define local haplotypes and identify the variants for each haplotype. The output can be formatted in six ways, to be compatible with a wide range of GWAS and genomic selection tools.
Usage
haplotype_variants(
vcf,
LD,
epsilon = 0.6,
MGmin = 30,
minFreq = 2,
hetmiss_as = "allele",
keep_outliers = FALSE,
format = 1
)
Arguments
vcf |
A VCF file. |
LD |
A LD matrix file. |
epsilon |
Affects haplotype size. It is a parameter of the DBSCAN clustering tool. The default is 0.6. |
MGmin |
The minimum number of SNPs within a cluster for it to be defined as a haplotype.The default is 30. |
minFreq |
The minimum number of individuals a haplotype variant must be present in to be considered a valid haplotype variant. The default is 2. |
hetmiss_as |
Affects how missing data is handled for all instances where one allele in a genotype is missing.If hetmiss_as = "allele" the genotype is assumed to be heterozygous. If hetmiss_as = "miss" the genotype is treated as NA. |
keep_outliers |
If FALSE removes SNPs, that are determined to be outliers. |
format |
The output format. There are six different output formats (1,2,3,4,5,6). |
Value
A table of haplotype genotypes in your chosen format.
Identify Haplotype Variants Globally
Description
This function requires a list of VCF files and an LD matrices. It will then define local haplotypes and identify the variants for each haplotype. The output can be formatted in six ways, to be compatible with a wide range of GWAS and genomic selection tools.
Usage
haplotype_variants_global(
vcf_list,
LD_list,
epsilon = NULL,
MGmin = 30,
minFreq = 2,
hetmiss_as = "allele",
keep_outliers = FALSE,
format = 1
)
Arguments
vcf_list |
A list of VCF files. |
LD_list |
A list of LD matrix files. |
epsilon |
A list of epsilon values the same length as the list of VCF files. The epsilon affects haplotype size. It is a parameter of the DBSCAN clustering tool. The default is 0.6. |
MGmin |
The minimum number of SNPs within a cluster for it to be defined as a haplotype.The default is 30. |
minFreq |
The minimum number of individuals a haplotype variant must be present in to be considered a valid haplotype variant. The default is 2. |
hetmiss_as |
Affects how missing data is handled for all instances where one allele in a genotype is missing.If hetmiss_as = "allele" the genotype is assumed to be heterozygous. If hetmiss_as = "miss" the genotype is treated as NA. |
keep_outliers |
If FALSE removes SNPs, that are determined to be outliers. |
format |
The output format. There are six different output formats (1,2,3,4,5,6). |
Value
A table of haplotype genotypes in your chosen format.
Brassica napus genotype data in VCF format
Description
A subset of Brassica napus genotype data for chromosome C01. The genotype data reports single nucleotide polymorphism (SNP) data. The variables are as follows:
Usage
vcf
Format
A data frame with 490 rows and 1000 variables:
- #CHROM
The chromsome where the SNP is located
- POS
The reference position of the SNP (bp)
- ID
The name/ID of the SNP
- REF
Reference base
- ALT
Alternate base
- QUAL
Phred-scaled quality score of the alternate base
- FILTER
PASS if the SNP has passed all filters
- INFO
Additional information
- FORMAT
The data type of the genotype
- R4155_R4155
Genotypes for sample R4155_R4155
- R4156_R4156
Genotypes for sample R4156_R4156
- R4157_R4157
Genotypes for sample R4157_R4157
- R4158_R4158
Genotypes for sample R4158_R4158
- R4159_R4159
Genotypes for sample R4159_R4159
- R4160_R4160
Genotypes for sample R4160_R4160
- R4161_R4161
Genotypes for sample R4161_R4161
- R4162_R4162
Genotypes for sample R4162_R4162
- R4163_R4163
Genotypes for sample R4163_R4163
- R4164_R4164
Genotypes for sample R4164_R4164
- R4165_R4165
Genotypes for sample R4165_R4165
- R4166_R4166
Genotypes for sample R4166_R4166
- R4167_R4167
Genotypes for sample R4167_R4167
- R4168_R4168
Genotypes for sample R4168_R4168
- R4169_R4169
Genotypes for sample R4169_R4169
- R4170_R4170
Genotypes for sample R4170_R4170
- R4171_R4171
Genotypes for sample R4171_R4171
- R4172_R4172
Genotypes for sample R4172_R4172
- R4173_R4173
Genotypes for sample R4173_R4173
- R4174_R4174
Genotypes for sample R4174_R4174
- R4176_R4176
Genotypes for sample R4176_R4176
- R4177_R4177
Genotypes for sample R4177_R4177
- R4178_R4178
Genotypes for sample R4178_R4178
- R4179_R4179
Genotypes for sample R4179_R4179
- R4180_R4180
Genotypes for sample R4180_R4180
- R4181_R4181
Genotypes for sample R4181_R4181
- R4182_R4182
Genotypes for sample R4182_R4182
- R4183_R4183
Genotypes for sample R4183_R4183
- R4184_R4184
Genotypes for sample R4184_R4184
- R4185_R4185
Genotypes for sample R4185_R4185
- R4186_R4186
Genotypes for sample R4186_R4186
- R4187_R4187
Genotypes for sample R4187_R4187
- R4188_R4188
Genotypes for sample R4188_R4188
- R4189_R4189
Genotypes for sample R4189_R4189
- R4190_R4190
Genotypes for sample R4190_R4190
- R4191_R4191
Genotypes for sample R4191_R4191
- R4192_R4192
Genotypes for sample R4192_R4192
- R4193_R4193
Genotypes for sample R4193_R4193
- R4194_R4194
Genotypes for sample R4194_R4194
- R4195_R4195
Genotypes for sample R4195_R4195
- R4196_R4196
Genotypes for sample R4196_R4196
- R4197_R4197
Genotypes for sample R4197_R4197
- R4198_R4198
Genotypes for sample R4198_R4198
- R4199_R4199
Genotypes for sample R4199_R4199
- R4200_R4200
Genotypes for sample R4200_R4200
- R4201_R4201
Genotypes for sample R4201_R4201
- R4202_R4202
Genotypes for sample R4202_R4202
- R4203_R4203
Genotypes for sample R4203_R4203
- R4204_R4204
Genotypes for sample R4204_R4204
- R4205_R4205
Genotypes for sample R4205_R4205
- R4206_R4206
Genotypes for sample R4206_R4206
- R4207_R4207
Genotypes for sample R4207_R4207
- R4208_R4208
Genotypes for sample R4208_R4208
- R4209_R4209
Genotypes for sample R4209_R4209
- R4210_R4210
Genotypes for sample R4210_R4210
- R4211_R4211
Genotypes for sample R4211_R4211
- R4212_R4212
Genotypes for sample R4212_R4212
- R4213_R4213
Genotypes for sample R4213_R4213
- R4214_R4214
Genotypes for sample R4214_R4214
- R4215_R4215
Genotypes for sample R4215_R4215
- R4216_R4216
Genotypes for sample R4216_R4216
- R4217_R4217
Genotypes for sample R4217_R4217
- R4218_R4218
Genotypes for sample R4218_R4218
- R4219_R4219
Genotypes for sample R4219_R4219
- R4220_R4220
Genotypes for sample R4220_R4220
- R4221_R4221
Genotypes for sample R4221_R4221
- R4222_R4222
Genotypes for sample R4222_R4222
- R4223_R4223
Genotypes for sample R4223_R4223
- R4224_R4224
Genotypes for sample R4224_R4224
- R4225_R4225
Genotypes for sample R4225_R4225
- R4226_R4226
Genotypes for sample R4226_R4226
- R4227_R4227
Genotypes for sample R4227_R4227
- R4228_R4228
Genotypes for sample R4228_R4228
- R4229_R4229
Genotypes for sample R4229_R4229
- R4230_R4230
Genotypes for sample R4230_R4230
- R4231_R4231
Genotypes for sample R4231_R4231
- R4232_R4232
Genotypes for sample R4232_R4232
- R4233_R4233
Genotypes for sample R4233_R4233
- R4234_R4234
Genotypes for sample R4234_R4234
- R4235_R4235
Genotypes for sample R4235_R4235
- R4236_R4236
Genotypes for sample R4236_R4236
- R4237_R4237
Genotypes for sample R4237_R4237
- R4238_R4238
Genotypes for sample R4238_R4238
- R4239_R4239
Genotypes for sample R4239_R4239
- R4240_R4240
Genotypes for sample R4240_R4240
- R4241_R4241
Genotypes for sample R4241_R4241
- R4242_R4242
Genotypes for sample R4242_R4242
- R4243_R4243
Genotypes for sample R4243_R4243
- R4244_R4244
Genotypes for sample R4244_R4244
- R4245_R4245
Genotypes for sample R4245_R4245
- R4246_R4246
Genotypes for sample R4246_R4246
- R4247_R4247
Genotypes for sample R4247_R4247
- R4248_R4248
Genotypes for sample R4248_R4248
- R4249_R4249
Genotypes for sample R4249_R4249
- R4250_R4250
Genotypes for sample R4250_R4250
- R4251_R4251
Genotypes for sample R4251_R4251
- R4252_R4252
Genotypes for sample R4252_R4252
- R4253_R4253
Genotypes for sample R4253_R4253
- R4254_R4254
Genotypes for sample R4254_R4254
- R4255_R4255
Genotypes for sample R4255_R4255
- R4256_R4256
Genotypes for sample R4256_R4256
- R4257_R4257
Genotypes for sample R4257_R4257
- R4258_R4258
Genotypes for sample R4258_R4258
- R4259_R4259
Genotypes for sample R4259_R4259
- R4260_R4260
Genotypes for sample R4260_R4260
- R4261_R4261
Genotypes for sample R4261_R4261
- R4262_R4262
Genotypes for sample R4262_R4262
- R4263_R4263
Genotypes for sample R4263_R4263
- R4264_R4264
Genotypes for sample R4264_R4264
- R4265_R4265
Genotypes for sample R4265_R4265
- R4266_R4266
Genotypes for sample R4266_R4266
- R4267_R4267
Genotypes for sample R4267_R4267
- R4268_R4268
Genotypes for sample R4268_R4268
- R4269_R4269
Genotypes for sample R4269_R4269
- R4270_R4270
Genotypes for sample R4270_R4270
- R4271_R4271
Genotypes for sample R4271_R4271
- R4272_R4272
Genotypes for sample R4272_R4272
- R4273_R4273
Genotypes for sample R4273_R4273
- R4274_R4274
Genotypes for sample R4274_R4274
- R4275_R4275
Genotypes for sample R4275_R4275
- R4276_R4276
Genotypes for sample R4276_R4276
- R4277_R4277
Genotypes for sample R4277_R4277
- R4278_R4278
Genotypes for sample R4278_R4278
- R4279_R4279
Genotypes for sample R4279_R4279
- R4280_R4280
Genotypes for sample R4280_R4280
- R4281_R4281
Genotypes for sample R4281_R4281
- R4282_R4282
Genotypes for sample R4282_R4282
- R4283_R4283
Genotypes for sample R4283_R4283
- R4284_R4284
Genotypes for sample R4284_R4284
- R4285_R4285
Genotypes for sample R4285_R4285
- R4286_R4286
Genotypes for sample R4286_R4286
- R4287_R4287
Genotypes for sample R4287_R4287
- R4288_R4288
Genotypes for sample R4288_R4288
- R4289_R4289
Genotypes for sample R4289_R4289
- R4290_R4290
Genotypes for sample R4290_R4290
- R4291_R4291
Genotypes for sample R4291_R4291
- R4292_R4292
Genotypes for sample R4292_R4292
- R4293_R4293
Genotypes for sample R4293_R4293
- R4294_R4294
Genotypes for sample R4294_R4294
- R4295_R4295
Genotypes for sample R4295_R4295
- R4296_R4296
Genotypes for sample R4296_R4296
- R4297_R4297
Genotypes for sample R4297_R4297
- R4298_R4298
Genotypes for sample R4298_R4298
- R4299_R4299
Genotypes for sample R4299_R4299
- R4300_R4300
Genotypes for sample R4300_R4300
- R4301_R4301
Genotypes for sample R4301_R4301
- R4302_R4302
Genotypes for sample R4302_R4302
- R4303_R4303
Genotypes for sample R4303_R4303
- R4304_R4304
Genotypes for sample R4304_R4304
- R4305_R4305
Genotypes for sample R4305_R4305
- R4306_R4306
Genotypes for sample R4306_R4306
- R4307_R4307
Genotypes for sample R4307_R4307
- R4308_R4308
Genotypes for sample R4308_R4308
- R4309_R4309
Genotypes for sample R4309_R4309
- R4310_R4310
Genotypes for sample R4310_R4310
- R4311_R4311
Genotypes for sample R4311_R4311
- R4313_R4313
Genotypes for sample R4313_R4313
- R4314_R4314
Genotypes for sample R4314_R4314
- R4315_R4315
Genotypes for sample R4315_R4315
- R4316_R4316
Genotypes for sample R4316_R4316
- R4317_R4317
Genotypes for sample R4317_R4317
- R4318_R4318
Genotypes for sample R4318_R4318
- R4319_R4319
Genotypes for sample R4319_R4319
- R4320_R4320
Genotypes for sample R4320_R4320
- R4321_R4321
Genotypes for sample R4321_R4321
- R4322_R4322
Genotypes for sample R4322_R4322
- R4323_R4323
Genotypes for sample R4323_R4323
- R4324_R4324
Genotypes for sample R4324_R4324
- R4325_R4325
Genotypes for sample R4325_R4325
- R4326_R4326
Genotypes for sample R4326_R4326
- R4327_R4327
Genotypes for sample R4327_R4327
- R4328_R4328
Genotypes for sample R4328_R4328
- R4329_R4329
Genotypes for sample R4329_R4329
- R4330_R4330
Genotypes for sample R4330_R4330
- R4331_R4331
Genotypes for sample R4331_R4331
- R4332_R4332
Genotypes for sample R4332_R4332
- R4333_R4333
Genotypes for sample R4333_R4333
- R4334_R4334
Genotypes for sample R4334_R4334
- R4335_R4335
Genotypes for sample R4335_R4335
- R4336_R4336
Genotypes for sample R4336_R4336
- R4337_R4337
Genotypes for sample R4337_R4337
- R4338_R4338
Genotypes for sample R4338_R4338
- R4339_R4339
Genotypes for sample R4339_R4339
- R4340_R4340
Genotypes for sample R4340_R4340
- R4341_R4341
Genotypes for sample R4341_R4341
- R4342_R4342
Genotypes for sample R4342_R4342
- R4343_R4343
Genotypes for sample R4343_R4343
- R4344_R4344
Genotypes for sample R4344_R4344
- R4345_R4345
Genotypes for sample R4345_R4345
- R4346_R4346
Genotypes for sample R4346_R4346
- R4347_R4347
Genotypes for sample R4347_R4347
- R4348_R4348
Genotypes for sample R4348_R4348
- R4349_R4349
Genotypes for sample R4349_R4349
- R4350_R4350
Genotypes for sample R4350_R4350
- R4351_R4351
Genotypes for sample R4351_R4351
- R4352_R4352
Genotypes for sample R4352_R4352
- R4353_R4353
Genotypes for sample R4353_R4353
- R4354_R4354
Genotypes for sample R4354_R4354
- R4355_R4355
Genotypes for sample R4355_R4355
- R4356_R4356
Genotypes for sample R4356_R4356
- R4357_R4357
Genotypes for sample R4357_R4357
- R4358_R4358
Genotypes for sample R4358_R4358
- R4359_R4359
Genotypes for sample R4359_R4359
- R4360_R4360
Genotypes for sample R4360_R4360
- R4361_R4361
Genotypes for sample R4361_R4361
- R4363_R4363
Genotypes for sample R4363_R4363
- R4364_R4364
Genotypes for sample R4364_R4364
- R4365_R4365
Genotypes for sample R4365_R4365
- R4366_R4366
Genotypes for sample R4366_R4366
- R4367_R4367
Genotypes for sample R4367_R4367
- R4368_R4368
Genotypes for sample R4368_R4368
- R4369_R4369
Genotypes for sample R4369_R4369
- R4370_R4370
Genotypes for sample R4370_R4370
- R4371_R4371
Genotypes for sample R4371_R4371
- R4372_R4372
Genotypes for sample R4372_R4372
- R4373_R4373
Genotypes for sample R4373_R4373
- R4374_R4374
Genotypes for sample R4374_R4374
- R4375_R4375
Genotypes for sample R4375_R4375
- R4376_R4376
Genotypes for sample R4376_R4376
- R4377_R4377
Genotypes for sample R4377_R4377
- R4378_R4378
Genotypes for sample R4378_R4378
- R4379_R4379
Genotypes for sample R4379_R4379
- R4380_R4380
Genotypes for sample R4380_R4380
- R4381_R4381
Genotypes for sample R4381_R4381
- R4382_R4382
Genotypes for sample R4382_R4382
- R4383_R4383
Genotypes for sample R4383_R4383
- R4384_R4384
Genotypes for sample R4384_R4384
- R4385_R4385
Genotypes for sample R4385_R4385
- R4386_R4386
Genotypes for sample R4386_R4386
- R4387_R4387
Genotypes for sample R4387_R4387
- R4388_R4388
Genotypes for sample R4388_R4388
- R4389_R4389
Genotypes for sample R4389_R4389
- R4390_R4390
Genotypes for sample R4390_R4390
- R4391_R4391
Genotypes for sample R4391_R4391
- R4392_R4392
Genotypes for sample R4392_R4392
- R4393_R4393
Genotypes for sample R4393_R4393
- R4395_R4395
Genotypes for sample R4395_R4395
- R4396_R4396
Genotypes for sample R4396_R4396
- R4397_R4397
Genotypes for sample R4397_R4397
- R4398_R4398
Genotypes for sample R4398_R4398
- R4399_R4399
Genotypes for sample R4399_R4399
- R4400_R4400
Genotypes for sample R4400_R4400
- R4401_R4401
Genotypes for sample R4401_R4401
- R4402_R4402
Genotypes for sample R4402_R4402
- R4403_R4403
Genotypes for sample R4403_R4403
- R4404_R4404
Genotypes for sample R4404_R4404
- R4405_R4405
Genotypes for sample R4405_R4405
- R4406_R4406
Genotypes for sample R4406_R4406
- R4407_R4407
Genotypes for sample R4407_R4407
- R4408_R4408
Genotypes for sample R4408_R4408
- R4409_R4409
Genotypes for sample R4409_R4409
- R4410_R4410
Genotypes for sample R4410_R4410
- R4411_R4411
Genotypes for sample R4411_R4411
- R4412_R4412
Genotypes for sample R4412_R4412
- R4413_R4413
Genotypes for sample R4413_R4413
- R4414_R4414
Genotypes for sample R4414_R4414
- R4415_R4415
Genotypes for sample R4415_R4415
- R4416_R4416
Genotypes for sample R4416_R4416
- R4417_R4417
Genotypes for sample R4417_R4417
- R4418_R4418
Genotypes for sample R4418_R4418
- R4419_R4419
Genotypes for sample R4419_R4419
- R4420_R4420
Genotypes for sample R4420_R4420
- R4421_R4421
Genotypes for sample R4421_R4421
- R4422_R4422
Genotypes for sample R4422_R4422
- R4423_R4423
Genotypes for sample R4423_R4423
- R4424_R4424
Genotypes for sample R4424_R4424
- R4425_R4425
Genotypes for sample R4425_R4425
- R4426_R4426
Genotypes for sample R4426_R4426
- R4427_R4427
Genotypes for sample R4427_R4427
- R4428_R4428
Genotypes for sample R4428_R4428
- R4429_R4429
Genotypes for sample R4429_R4429
- R4430_R4430
Genotypes for sample R4430_R4430
- R4431_R4431
Genotypes for sample R4431_R4431
- R4432_R4432
Genotypes for sample R4432_R4432
- R4433_R4433
Genotypes for sample R4433_R4433
- R4434_R4434
Genotypes for sample R4434_R4434
- R4435_R4435
Genotypes for sample R4435_R4435
- R4436_R4436
Genotypes for sample R4436_R4436
- R4437_R4437
Genotypes for sample R4437_R4437
- R4438_R4438
Genotypes for sample R4438_R4438
- R4439_R4439
Genotypes for sample R4439_R4439
- R4440_R4440
Genotypes for sample R4440_R4440
- R4441_R4441
Genotypes for sample R4441_R4441
- R4442_R4442
Genotypes for sample R4442_R4442
- R4443_R4443
Genotypes for sample R4443_R4443
- R4444_R4444
Genotypes for sample R4444_R4444
- R4445_R4445
Genotypes for sample R4445_R4445
- R4446_R4446
Genotypes for sample R4446_R4446
- R4447_R4447
Genotypes for sample R4447_R4447
- R4448_R4448
Genotypes for sample R4448_R4448
- R4449_R4449
Genotypes for sample R4449_R4449
- R4450_R4450
Genotypes for sample R4450_R4450
- R4451_R4451
Genotypes for sample R4451_R4451
- R4452_R4452
Genotypes for sample R4452_R4452
- R4453_R4453
Genotypes for sample R4453_R4453
- R4454_R4454
Genotypes for sample R4454_R4454
- R4455_R4455
Genotypes for sample R4455_R4455
- R4456_R4456
Genotypes for sample R4456_R4456
- R4457_R4457
Genotypes for sample R4457_R4457
- R4458_R4458
Genotypes for sample R4458_R4458
- R4459_R4459
Genotypes for sample R4459_R4459
- R4460_R4460
Genotypes for sample R4460_R4460
- R4461_R4461
Genotypes for sample R4461_R4461
- R4462_R4462
Genotypes for sample R4462_R4462
- R4463_R4463
Genotypes for sample R4463_R4463
- R4464_R4464
Genotypes for sample R4464_R4464
- R4465_R4465
Genotypes for sample R4465_R4465
- R4466_R4466
Genotypes for sample R4466_R4466
- R4467_R4467
Genotypes for sample R4467_R4467
- R4468_R4468
Genotypes for sample R4468_R4468
- R4469_R4469
Genotypes for sample R4469_R4469
- R4470_R4470
Genotypes for sample R4470_R4470
- R4471_R4471
Genotypes for sample R4471_R4471
- R4472_R4472
Genotypes for sample R4472_R4472
- R4473_R4473
Genotypes for sample R4473_R4473
- R4474_R4474
Genotypes for sample R4474_R4474
- R4476_R4476
Genotypes for sample R4476_R4476
- R4477_R4477
Genotypes for sample R4477_R4477
- R4478_R4478
Genotypes for sample R4478_R4478
- R4479_R4479
Genotypes for sample R4479_R4479
- R4480_R4480
Genotypes for sample R4480_R4480
- R4481_R4481
Genotypes for sample R4481_R4481
- R4482_R4482
Genotypes for sample R4482_R4482
- R4483_R4483
Genotypes for sample R4483_R4483
- R4484_R4484
Genotypes for sample R4484_R4484
- R4485_R4485
Genotypes for sample R4485_R4485
- R4486_R4486
Genotypes for sample R4486_R4486
- R4487_R4487
Genotypes for sample R4487_R4487
- R4488_R4488
Genotypes for sample R4488_R4488
- R4489_R4489
Genotypes for sample R4489_R4489
- R4491_R4491
Genotypes for sample R4491_R4491
- R4492_R4492
Genotypes for sample R4492_R4492
- R4493_R4493
Genotypes for sample R4493_R4493
- R4494_R4494
Genotypes for sample R4494_R4494
- R4495_R4495
Genotypes for sample R4495_R4495
- R4496_R4496
Genotypes for sample R4496_R4496
- R4497_R4497
Genotypes for sample R4497_R4497
- R4498_R4498
Genotypes for sample R4498_R4498
- R4500_R4500
Genotypes for sample R4500_R4500
- R4501_R4501
Genotypes for sample R4501_R4501
- R4502_R4502
Genotypes for sample R4502_R4502
- R4503_R4503
Genotypes for sample R4503_R4503
- R4504_R4504
Genotypes for sample R4504_R4504
- R4506_R4506
Genotypes for sample R4506_R4506
- R4507_R4507
Genotypes for sample R4507_R4507
- R4508_R4508
Genotypes for sample R4508_R4508
- R4509_R4509
Genotypes for sample R4509_R4509
- R4510_R4510
Genotypes for sample R4510_R4510
- R4511_R4511
Genotypes for sample R4511_R4511
- R4512_R4512
Genotypes for sample R4512_R4512
- R4513_R4513
Genotypes for sample R4513_R4513
- R4514_R4514
Genotypes for sample R4514_R4514
- R4515_R4515
Genotypes for sample R4515_R4515
- R4516_R4516
Genotypes for sample R4516_R4516
- R4517_R4517
Genotypes for sample R4517_R4517
- R4518_R4518
Genotypes for sample R4518_R4518
- R4519_R4519
Genotypes for sample R4519_R4519
- R4520_R4520
Genotypes for sample R4520_R4520
- R4521_R4521
Genotypes for sample R4521_R4521
- R4522_R4522
Genotypes for sample R4522_R4522
- R4523_R4523
Genotypes for sample R4523_R4523
- R4524_R4524
Genotypes for sample R4524_R4524
- R4525_R4525
Genotypes for sample R4525_R4525
- R4526_R4526
Genotypes for sample R4526_R4526
- R4527_R4527
Genotypes for sample R4527_R4527
- R4528_R4528
Genotypes for sample R4528_R4528
- R4529_R4529
Genotypes for sample R4529_R4529
- R4531_R4531
Genotypes for sample R4531_R4531
- R4532_R4532
Genotypes for sample R4532_R4532
- R4533_R4533
Genotypes for sample R4533_R4533
- R4534_R4534
Genotypes for sample R4534_R4534
- R4535_R4535
Genotypes for sample R4535_R4535
- R4536_R4536
Genotypes for sample R4536_R4536
- R4537_R4537
Genotypes for sample R4537_R4537
- R4538_R4538
Genotypes for sample R4538_R4538
- R4539_R4539
Genotypes for sample R4539_R4539
- R4540_R4540
Genotypes for sample R4540_R4540
- R4541_R4541
Genotypes for sample R4541_R4541
- R4542_R4542
Genotypes for sample R4542_R4542
- R4543_R4543
Genotypes for sample R4543_R4543
- R4544_R4544
Genotypes for sample R4544_R4544
- R4545_R4545
Genotypes for sample R4545_R4545
- R4546_R4546
Genotypes for sample R4546_R4546
- R4547_R4547
Genotypes for sample R4547_R4547
- R4548_R4548
Genotypes for sample R4548_R4548
- R4549_R4549
Genotypes for sample R4549_R4549
- R4550_R4550
Genotypes for sample R4550_R4550
- R4551_R4551
Genotypes for sample R4551_R4551
- R4552_R4552
Genotypes for sample R4552_R4552
- R4553_R4553
Genotypes for sample R4553_R4553
- R4554_R4554
Genotypes for sample R4554_R4554
- R4555_R4555
Genotypes for sample R4555_R4555
- R4556_R4556
Genotypes for sample R4556_R4556
- R4557_R4557
Genotypes for sample R4557_R4557
- R4558_R4558
Genotypes for sample R4558_R4558
- R4559_R4559
Genotypes for sample R4559_R4559
- R4560_R4560
Genotypes for sample R4560_R4560
- R4561_R4561
Genotypes for sample R4561_R4561
- R4562_R4562
Genotypes for sample R4562_R4562
- R4563_R4563
Genotypes for sample R4563_R4563
- R4564_R4564
Genotypes for sample R4564_R4564
- R4565_R4565
Genotypes for sample R4565_R4565
- R4566_R4566
Genotypes for sample R4566_R4566
- R4567_R4567
Genotypes for sample R4567_R4567
- R4568_R4568
Genotypes for sample R4568_R4568
- R4569_R4569
Genotypes for sample R4569_R4569
- R4570_R4570
Genotypes for sample R4570_R4570
- R4571_R4571
Genotypes for sample R4571_R4571
- R4572_R4572
Genotypes for sample R4572_R4572
- R4573_R4573
Genotypes for sample R4573_R4573
- R4574_R4574
Genotypes for sample R4574_R4574
- R4575_R4575
Genotypes for sample R4575_R4575
- R4576_R4576
Genotypes for sample R4576_R4576
- R4577_R4577
Genotypes for sample R4577_R4577
- R4578_R4578
Genotypes for sample R4578_R4578
- R4579_R4579
Genotypes for sample R4579_R4579
- R4580_R4580
Genotypes for sample R4580_R4580
- R4581_R4581
Genotypes for sample R4581_R4581
- R4582_R4582
Genotypes for sample R4582_R4582
- R4583_R4583
Genotypes for sample R4583_R4583
- R4584_R4584
Genotypes for sample R4584_R4584
- R4585_R4585
Genotypes for sample R4585_R4585
- R4586_R4586
Genotypes for sample R4586_R4586
- R4587_R4587
Genotypes for sample R4587_R4587
- R4588_R4588
Genotypes for sample R4588_R4588
- R4589_R4589
Genotypes for sample R4589_R4589
- R4590_R4590
Genotypes for sample R4590_R4590
- R4591_R4591
Genotypes for sample R4591_R4591
- R4592_R4592
Genotypes for sample R4592_R4592
- R4593_R4593
Genotypes for sample R4593_R4593
- R4594_R4594
Genotypes for sample R4594_R4594
- R4595_R4595
Genotypes for sample R4595_R4595
- R4596_R4596
Genotypes for sample R4596_R4596
- R4597_R4597
Genotypes for sample R4597_R4597
- R4598_R4598
Genotypes for sample R4598_R4598
- R4599_R4599
Genotypes for sample R4599_R4599
- R4600_R4600
Genotypes for sample R4600_R4600
- R4601_R4601
Genotypes for sample R4601_R4601
- R4602_R4602
Genotypes for sample R4602_R4602
- R4603_R4603
Genotypes for sample R4603_R4603
- R4604_R4604
Genotypes for sample R4604_R4604
- R4605_R4605
Genotypes for sample R4605_R4605
- R4606_R4606
Genotypes for sample R4606_R4606
- R4607_R4607
Genotypes for sample R4607_R4607
- R4608_R4608
Genotypes for sample R4608_R4608
- R4609_R4609
Genotypes for sample R4609_R4609
- R4610_R4610
Genotypes for sample R4610_R4610
- R4611_R4611
Genotypes for sample R4611_R4611
- R4612_R4612
Genotypes for sample R4612_R4612
- R4613_R4613
Genotypes for sample R4613_R4613
- R4614_R4614
Genotypes for sample R4614_R4614
- R4615_R4615
Genotypes for sample R4615_R4615
- R4616_R4616
Genotypes for sample R4616_R4616
- R4617_R4617
Genotypes for sample R4617_R4617
- R4618_R4618
Genotypes for sample R4618_R4618
- R4619_R4619
Genotypes for sample R4619_R4619
- R4620_R4620
Genotypes for sample R4620_R4620
- R4621_R4621
Genotypes for sample R4621_R4621
- R4622_R4622
Genotypes for sample R4622_R4622
- R4623_R4623
Genotypes for sample R4623_R4623
- R4624_R4624
Genotypes for sample R4624_R4624
- R4625_R4625
Genotypes for sample R4625_R4625
- R4626_R4626
Genotypes for sample R4626_R4626
- R4627_R4627
Genotypes for sample R4627_R4627
- R4628_R4628
Genotypes for sample R4628_R4628
- R4629_R4629
Genotypes for sample R4629_R4629
- R4630_R4630
Genotypes for sample R4630_R4630
- R4631_R4631
Genotypes for sample R4631_R4631
- R4632_R4632
Genotypes for sample R4632_R4632
- R4633_R4633
Genotypes for sample R4633_R4633
- R4634_R4634
Genotypes for sample R4634_R4634
- R4635_R4635
Genotypes for sample R4635_R4635
- R4636_R4636
Genotypes for sample R4636_R4636
- R4637_R4637
Genotypes for sample R4637_R4637
- R4638_R4638
Genotypes for sample R4638_R4638
- R4639_R4639
Genotypes for sample R4639_R4639
- R4640_R4640
Genotypes for sample R4640_R4640
- R4641_R4641
Genotypes for sample R4641_R4641
- R4642_R4642
Genotypes for sample R4642_R4642
- R4643_R4643
Genotypes for sample R4643_R4643
- R4644_R4644
Genotypes for sample R4644_R4644
- R4645_R4645
Genotypes for sample R4645_R4645
- R4646_R4646
Genotypes for sample R4646_R4646
- R4647_R4647
Genotypes for sample R4647_R4647
- R4648_R4648
Genotypes for sample R4648_R4648
- R4649_R4649
Genotypes for sample R4649_R4649
- R4650_R4650
Genotypes for sample R4650_R4650
- R4651_R4651
Genotypes for sample R4651_R4651
- R4652_R4652
Genotypes for sample R4652_R4652
- R4653_R4653
Genotypes for sample R4653_R4653
- R4654_R4654
Genotypes for sample R4654_R4654
- R4655_R4655
Genotypes for sample R4655_R4655
- R4656_R4656
Genotypes for sample R4656_R4656
- R4657_R4657
Genotypes for sample R4657_R4657
- R4658_R4658
Genotypes for sample R4658_R4658
- R4659_R4659
Genotypes for sample R4659_R4659
- R4660_R4660
Genotypes for sample R4660_R4660
- R4661_R4661
Genotypes for sample R4661_R4661
- R4662_R4662
Genotypes for sample R4662_R4662
- R4663_R4663
Genotypes for sample R4663_R4663
- R4664_R4664
Genotypes for sample R4664_R4664
- R4665_R4665
Genotypes for sample R4665_R4665
- R4666_R4666
Genotypes for sample R4666_R4666
- R4667_R4667
Genotypes for sample R4667_R4667
- R4668_R4668
Genotypes for sample R4668_R4668
- R4669_R4669
Genotypes for sample R4669_R4669
- R4670_R4670
Genotypes for sample R4670_R4670
- R4671_R4671
Genotypes for sample R4671_R4671
- R4672_R4672
Genotypes for sample R4672_R4672
- R4673_R4673
Genotypes for sample R4673_R4673
- R4674_R4674
Genotypes for sample R4674_R4674
- R4675_R4675
Genotypes for sample R4675_R4675
- R4676_R4676
Genotypes for sample R4676_R4676
- R4677_R4677
Genotypes for sample R4677_R4677
- R4678_R4678
Genotypes for sample R4678_R4678
- R4679_R4679
Genotypes for sample R4679_R4679
- R4680_R4680
Genotypes for sample R4680_R4680
- R4681_R4681
Genotypes for sample R4681_R4681
- R4682_R4682
Genotypes for sample R4682_R4682
- R4683_R4683
Genotypes for sample R4683_R4683
- R4684_R4684
Genotypes for sample R4684_R4684
- R4685_R4685
Genotypes for sample R4685_R4685
- R4686_R4686
Genotypes for sample R4686_R4686
- R4687_R4687
Genotypes for sample R4687_R4687
- R4688_R4688
Genotypes for sample R4688_R4688
- R4689_R4689
Genotypes for sample R4689_R4689
- R4690_R4690
Genotypes for sample R4690_R4690
- R4691_R4691
Genotypes for sample R4691_R4691
- R4692_R4692
Genotypes for sample R4692_R4692
- R4693_R4693
Genotypes for sample R4693_R4693
- R4694_R4694
Genotypes for sample R4694_R4694
- R4695_R4695
Genotypes for sample R4695_R4695
- R4696_R4696
Genotypes for sample R4696_R4696
- R4697_R4697
Genotypes for sample R4697_R4697
- R4698_R4698
Genotypes for sample R4698_R4698
- R4699_R4699
Genotypes for sample R4699_R4699
- R4700_R4700
Genotypes for sample R4700_R4700
- R4701_R4701
Genotypes for sample R4701_R4701
- R4702_R4702
Genotypes for sample R4702_R4702
- R4703_R4703
Genotypes for sample R4703_R4703
- R4704_R4704
Genotypes for sample R4704_R4704
- R4705_R4705
Genotypes for sample R4705_R4705
- R4706_R4706
Genotypes for sample R4706_R4706
- R4707_R4707
Genotypes for sample R4707_R4707
- R4708_R4708
Genotypes for sample R4708_R4708
- R4709_R4709
Genotypes for sample R4709_R4709
- R4710_R4710
Genotypes for sample R4710_R4710
- R4711_R4711
Genotypes for sample R4711_R4711
- R4712_R4712
Genotypes for sample R4712_R4712
- R4713_R4713
Genotypes for sample R4713_R4713
- R4714_R4714
Genotypes for sample R4714_R4714
- R4715_R4715
Genotypes for sample R4715_R4715
- R4716_R4716
Genotypes for sample R4716_R4716
- R4717_R4717
Genotypes for sample R4717_R4717
- R4718_R4718
Genotypes for sample R4718_R4718
- R4719_R4719
Genotypes for sample R4719_R4719
- R4720_R4720
Genotypes for sample R4720_R4720
- R4721_R4721
Genotypes for sample R4721_R4721
- R4722_R4722
Genotypes for sample R4722_R4722
- R4723_R4723
Genotypes for sample R4723_R4723
- R4724_R4724
Genotypes for sample R4724_R4724
- R4725_R4725
Genotypes for sample R4725_R4725
- R4726_R4726
Genotypes for sample R4726_R4726
- R4727_R4727
Genotypes for sample R4727_R4727
- R4728_R4728
Genotypes for sample R4728_R4728
- R4729_R4729
Genotypes for sample R4729_R4729
- R4730_R4730
Genotypes for sample R4730_R4730
- R4731_R4731
Genotypes for sample R4731_R4731
- R4732_R4732
Genotypes for sample R4732_R4732
- R4733_R4733
Genotypes for sample R4733_R4733
- R4734_R4734
Genotypes for sample R4734_R4734
- R4735_R4735
Genotypes for sample R4735_R4735
- R4736_R4736
Genotypes for sample R4736_R4736
- R4737_R4737
Genotypes for sample R4737_R4737
- R4738_R4738
Genotypes for sample R4738_R4738
- R4739_R4739
Genotypes for sample R4739_R4739
- R4740_R4740
Genotypes for sample R4740_R4740
- R4741_R4741
Genotypes for sample R4741_R4741
- R4742_R4742
Genotypes for sample R4742_R4742
- R4743_R4743
Genotypes for sample R4743_R4743
- R4744_R4744
Genotypes for sample R4744_R4744
- R4745_R4745
Genotypes for sample R4745_R4745
- R4746_R4746
Genotypes for sample R4746_R4746
- R4747_R4747
Genotypes for sample R4747_R4747
- R4748_R4748
Genotypes for sample R4748_R4748
- R4749_R4749
Genotypes for sample R4749_R4749
- R4750_R4750
Genotypes for sample R4750_R4750
- R4751_R4751
Genotypes for sample R4751_R4751
- R4752_R4752
Genotypes for sample R4752_R4752
- R4753_R4753
Genotypes for sample R4753_R4753
- R4754_R4754
Genotypes for sample R4754_R4754
- R4755_R4755
Genotypes for sample R4755_R4755
- R4756_R4756
Genotypes for sample R4756_R4756
- R4757_R4757
Genotypes for sample R4757_R4757
- R4758_R4758
Genotypes for sample R4758_R4758
- R4759_R4759
Genotypes for sample R4759_R4759
- R4760_R4760
Genotypes for sample R4760_R4760
- R4761_R4761
Genotypes for sample R4761_R4761
- R4762_R4762
Genotypes for sample R4762_R4762
- R4763_R4763
Genotypes for sample R4763_R4763
- R4765_R4765
Genotypes for sample R4765_R4765
- R4766_R4766
Genotypes for sample R4766_R4766
- R4767_R4767
Genotypes for sample R4767_R4767
- R4768_R4768
Genotypes for sample R4768_R4768
- R4769_R4769
Genotypes for sample R4769_R4769
- R4770_R4770
Genotypes for sample R4770_R4770
- R4771_R4771
Genotypes for sample R4771_R4771
- R4772_R4772
Genotypes for sample R4772_R4772
- R4773_R4773
Genotypes for sample R4773_R4773
- R4774_R4774
Genotypes for sample R4774_R4774
- R4775_R4775
Genotypes for sample R4775_R4775
- R4776_R4776
Genotypes for sample R4776_R4776
- R4777_R4777
Genotypes for sample R4777_R4777
- R4778_R4778
Genotypes for sample R4778_R4778
- R4779_R4779
Genotypes for sample R4779_R4779
- R4780_R4780
Genotypes for sample R4780_R4780
- R4781_R4781
Genotypes for sample R4781_R4781
- R4782_R4782
Genotypes for sample R4782_R4782
- R4783_R4783
Genotypes for sample R4783_R4783
- R4784_R4784
Genotypes for sample R4784_R4784
- R4785_R4785
Genotypes for sample R4785_R4785
- R4786_R4786
Genotypes for sample R4786_R4786
- R4787_R4787
Genotypes for sample R4787_R4787
- R4788_R4788
Genotypes for sample R4788_R4788
- R4789_R4789
Genotypes for sample R4789_R4789
- R4790_R4790
Genotypes for sample R4790_R4790
- R4791_R4791
Genotypes for sample R4791_R4791
- R4792_R4792
Genotypes for sample R4792_R4792
- R4793_R4793
Genotypes for sample R4793_R4793
- R4794_R4794
Genotypes for sample R4794_R4794
- R4795_R4795
Genotypes for sample R4795_R4795
- R4796_R4796
Genotypes for sample R4796_R4796
- R4797_R4797
Genotypes for sample R4797_R4797
- R4798_R4798
Genotypes for sample R4798_R4798
- R4799_R4799
Genotypes for sample R4799_R4799
- R4800_R4800
Genotypes for sample R4800_R4800
- R4801_R4801
Genotypes for sample R4801_R4801
- R4802_R4802
Genotypes for sample R4802_R4802
- R4803_R4803
Genotypes for sample R4803_R4803
- R4804_R4804
Genotypes for sample R4804_R4804
- R4805_R4805
Genotypes for sample R4805_R4805
- R4806_R4806
Genotypes for sample R4806_R4806
- R4807_R4807
Genotypes for sample R4807_R4807
- R4808_R4808
Genotypes for sample R4808_R4808
- R4809_R4809
Genotypes for sample R4809_R4809
- R4810_R4810
Genotypes for sample R4810_R4810
- R4811_R4811
Genotypes for sample R4811_R4811
- R4812_R4812
Genotypes for sample R4812_R4812
- R4813_R4813
Genotypes for sample R4813_R4813
- R4814_R4814
Genotypes for sample R4814_R4814
- R4815_R4815
Genotypes for sample R4815_R4815
- R4816_R4816
Genotypes for sample R4816_R4816
- R4817_R4817
Genotypes for sample R4817_R4817
- R4818_R4818
Genotypes for sample R4818_R4818
- R4819_R4819
Genotypes for sample R4819_R4819
- R4820_R4820
Genotypes for sample R4820_R4820
- R4821_R4821
Genotypes for sample R4821_R4821
- R4822_R4822
Genotypes for sample R4822_R4822
- R4823_R4823
Genotypes for sample R4823_R4823
- R4824_R4824
Genotypes for sample R4824_R4824
- R4825_R4825
Genotypes for sample R4825_R4825
- R4826_R4826
Genotypes for sample R4826_R4826
- R4827_R4827
Genotypes for sample R4827_R4827
- R4828_R4828
Genotypes for sample R4828_R4828
- R4829_R4829
Genotypes for sample R4829_R4829
- R4830_R4830
Genotypes for sample R4830_R4830
- R4831_R4831
Genotypes for sample R4831_R4831
- R4832_R4832
Genotypes for sample R4832_R4832
- R4833_R4833
Genotypes for sample R4833_R4833
- R4834_R4834
Genotypes for sample R4834_R4834
- R4835_R4835
Genotypes for sample R4835_R4835
- R4836_R4836
Genotypes for sample R4836_R4836
- R4837_R4837
Genotypes for sample R4837_R4837
- R4838_R4838
Genotypes for sample R4838_R4838
- R4839_R4839
Genotypes for sample R4839_R4839
- R4840_R4840
Genotypes for sample R4840_R4840
- R4841_R4841
Genotypes for sample R4841_R4841
- R4842_R4842
Genotypes for sample R4842_R4842
- R4843_R4843
Genotypes for sample R4843_R4843
- R4844_R4844
Genotypes for sample R4844_R4844
- R4845_R4845
Genotypes for sample R4845_R4845
- R4846_R4846
Genotypes for sample R4846_R4846
- R4847_R4847
Genotypes for sample R4847_R4847
- R4848_R4848
Genotypes for sample R4848_R4848
- R4849_R4849
Genotypes for sample R4849_R4849
- R4850_R4850
Genotypes for sample R4850_R4850
- R4851_R4851
Genotypes for sample R4851_R4851
- R4852_R4852
Genotypes for sample R4852_R4852
- R4853_R4853
Genotypes for sample R4853_R4853
- R4854_R4854
Genotypes for sample R4854_R4854
- R4855_R4855
Genotypes for sample R4855_R4855
- R4856_R4856
Genotypes for sample R4856_R4856
- R4857_R4857
Genotypes for sample R4857_R4857
- R4858_R4858
Genotypes for sample R4858_R4858
- R4859_R4859
Genotypes for sample R4859_R4859
- R4860_R4860
Genotypes for sample R4860_R4860
- R4861_R4861
Genotypes for sample R4861_R4861
- R4862_R4862
Genotypes for sample R4862_R4862
- R4863_R4863
Genotypes for sample R4863_R4863
- R4864_R4864
Genotypes for sample R4864_R4864
- R4865_R4865
Genotypes for sample R4865_R4865
- R4866_R4866
Genotypes for sample R4866_R4866
- R4867_R4867
Genotypes for sample R4867_R4867
- R4868_R4868
Genotypes for sample R4868_R4868
- R4869_R4869
Genotypes for sample R4869_R4869
- R4870_R4870
Genotypes for sample R4870_R4870
- R4871_R4871
Genotypes for sample R4871_R4871
- R4872_R4872
Genotypes for sample R4872_R4872
- R4873_R4873
Genotypes for sample R4873_R4873
- R4874_R4874
Genotypes for sample R4874_R4874
- R4875_R4875
Genotypes for sample R4875_R4875
- R4876_R4876
Genotypes for sample R4876_R4876
- R4877_R4877
Genotypes for sample R4877_R4877
- R4878_R4878
Genotypes for sample R4878_R4878
- R4879_R4879
Genotypes for sample R4879_R4879
- R4880_R4880
Genotypes for sample R4880_R4880
- R4881_R4881
Genotypes for sample R4881_R4881
- R4882_R4882
Genotypes for sample R4882_R4882
- R4883_R4883
Genotypes for sample R4883_R4883
- R4884_R4884
Genotypes for sample R4884_R4884
- R4885_R4885
Genotypes for sample R4885_R4885
- R4886_R4886
Genotypes for sample R4886_R4886
- R4887_R4887
Genotypes for sample R4887_R4887
- R4888_R4888
Genotypes for sample R4888_R4888
- R4889_R4889
Genotypes for sample R4889_R4889
- R4890_R4890
Genotypes for sample R4890_R4890
- R4891_R4891
Genotypes for sample R4891_R4891
- R4892_R4892
Genotypes for sample R4892_R4892
- R4893_R4893
Genotypes for sample R4893_R4893
- R4894_R4894
Genotypes for sample R4894_R4894
- R4895_R4895
Genotypes for sample R4895_R4895
- R4896_R4896
Genotypes for sample R4896_R4896
- R4897_R4897
Genotypes for sample R4897_R4897
- R4898_R4898
Genotypes for sample R4898_R4898
- R4899_R4899
Genotypes for sample R4899_R4899
- R4900_R4900
Genotypes for sample R4900_R4900
- R4901_R4901
Genotypes for sample R4901_R4901
- R4902_R4902
Genotypes for sample R4902_R4902
- R4903_R4903
Genotypes for sample R4903_R4903
- R4904_R4904
Genotypes for sample R4904_R4904
- R4905_R4905
Genotypes for sample R4905_R4905
- R4906_R4906
Genotypes for sample R4906_R4906
- R4907_R4907
Genotypes for sample R4907_R4907
- R4908_R4908
Genotypes for sample R4908_R4908
- R4909_R4909
Genotypes for sample R4909_R4909
- R4910_R4910
Genotypes for sample R4910_R4910
- R4911_R4911
Genotypes for sample R4911_R4911
- R4912_R4912
Genotypes for sample R4912_R4912
- R4913_R4913
Genotypes for sample R4913_R4913
- R4914_R4914
Genotypes for sample R4914_R4914
- R4915_R4915
Genotypes for sample R4915_R4915
- R4916_R4916
Genotypes for sample R4916_R4916
- R4917_R4917
Genotypes for sample R4917_R4917
- R4918_R4918
Genotypes for sample R4918_R4918
- R4919_R4919
Genotypes for sample R4919_R4919
- R4920_R4920
Genotypes for sample R4920_R4920
- R4921_R4921
Genotypes for sample R4921_R4921
- R4922_R4922
Genotypes for sample R4922_R4922
- R4923_R4923
Genotypes for sample R4923_R4923
- R4924_R4924
Genotypes for sample R4924_R4924
- R4925_R4925
Genotypes for sample R4925_R4925
- R4926_R4926
Genotypes for sample R4926_R4926
- R4927_R4927
Genotypes for sample R4927_R4927
- R4928_R4928
Genotypes for sample R4928_R4928
- R4929_R4929
Genotypes for sample R4929_R4929
- R4930_R4930
Genotypes for sample R4930_R4930
- R4931_R4931
Genotypes for sample R4931_R4931
- R4932_R4932
Genotypes for sample R4932_R4932
- R4933_R4933
Genotypes for sample R4933_R4933
- R4934_R4934
Genotypes for sample R4934_R4934
- R4935_R4935
Genotypes for sample R4935_R4935
- R4936_R4936
Genotypes for sample R4936_R4936
- R4937_R4937
Genotypes for sample R4937_R4937
- R4938_R4938
Genotypes for sample R4938_R4938
- R4939_R4939
Genotypes for sample R4939_R4939
- R4940_R4940
Genotypes for sample R4940_R4940
- R4941_R4941
Genotypes for sample R4941_R4941
- R4942_R4942
Genotypes for sample R4942_R4942
- R4943_R4943
Genotypes for sample R4943_R4943
- R4944_R4944
Genotypes for sample R4944_R4944
- R4945_R4945
Genotypes for sample R4945_R4945
- R4946_R4946
Genotypes for sample R4946_R4946
- R4947_R4947
Genotypes for sample R4947_R4947
- R4948_R4948
Genotypes for sample R4948_R4948
- R4949_R4949
Genotypes for sample R4949_R4949
- R4950_R4950
Genotypes for sample R4950_R4950
- R4951_R4951
Genotypes for sample R4951_R4951
- R4952_R4952
Genotypes for sample R4952_R4952
- R4953_R4953
Genotypes for sample R4953_R4953
- R4954_R4954
Genotypes for sample R4954_R4954
- R4955_R4955
Genotypes for sample R4955_R4955
- R4956_R4956
Genotypes for sample R4956_R4956
- R4957_R4957
Genotypes for sample R4957_R4957
- R4958_R4958
Genotypes for sample R4958_R4958
- R4959_R4959
Genotypes for sample R4959_R4959
- R4960_R4960
Genotypes for sample R4960_R4960
- R4961_R4961
Genotypes for sample R4961_R4961
- R4962_R4962
Genotypes for sample R4962_R4962
- R4964_R4964
Genotypes for sample R4964_R4964
- R4965_R4965
Genotypes for sample R4965_R4965
- R4966_R4966
Genotypes for sample R4966_R4966
- R4967_R4967
Genotypes for sample R4967_R4967
- R4968_R4968
Genotypes for sample R4968_R4968
- R4969_R4969
Genotypes for sample R4969_R4969
- R4970_R4970
Genotypes for sample R4970_R4970
- R4971_R4971
Genotypes for sample R4971_R4971
- R4972_R4972
Genotypes for sample R4972_R4972
- R4973_R4973
Genotypes for sample R4973_R4973
- R4974_R4974
Genotypes for sample R4974_R4974
- R4975_R4975
Genotypes for sample R4975_R4975
- R4976_R4976
Genotypes for sample R4976_R4976
- R4977_R4977
Genotypes for sample R4977_R4977
- R4978_R4978
Genotypes for sample R4978_R4978
- R4979_R4979
Genotypes for sample R4979_R4979
- R4980_R4980
Genotypes for sample R4980_R4980
- R4981_R4981
Genotypes for sample R4981_R4981
- R4982_R4982
Genotypes for sample R4982_R4982
- R4983_R4983
Genotypes for sample R4983_R4983
- R4984_R4984
Genotypes for sample R4984_R4984
- R4985_R4985
Genotypes for sample R4985_R4985
- R4986_R4986
Genotypes for sample R4986_R4986
- R4987_R4987
Genotypes for sample R4987_R4987
- R4988_R4988
Genotypes for sample R4988_R4988
- R4989_R4989
Genotypes for sample R4989_R4989
- R4990_R4990
Genotypes for sample R4990_R4990
- R4991_R4991
Genotypes for sample R4991_R4991
- R4992_R4992
Genotypes for sample R4992_R4992
- R4993_R4993
Genotypes for sample R4993_R4993
- R4994_R4994
Genotypes for sample R4994_R4994
- R4995_R4995
Genotypes for sample R4995_R4995
- R4996_R4996
Genotypes for sample R4996_R4996
- R4997_R4997
Genotypes for sample R4997_R4997
- R4998_R4998
Genotypes for sample R4998_R4998
- R4999_R4999
Genotypes for sample R4999_R4999
- R5000_R5000
Genotypes for sample R5000_R5000
- R5001_R5001
Genotypes for sample R5001_R5001
- R5002_R5002
Genotypes for sample R5002_R5002
- R5003_R5003
Genotypes for sample R5003_R5003
- R5004_R5004
Genotypes for sample R5004_R5004
- R5005_R5005
Genotypes for sample R5005_R5005
- R5006_R5006
Genotypes for sample R5006_R5006
- R5007_R5007
Genotypes for sample R5007_R5007
- R5008_R5008
Genotypes for sample R5008_R5008
- R5009_R5009
Genotypes for sample R5009_R5009
- R5010_R5010
Genotypes for sample R5010_R5010
- R5011_R5011
Genotypes for sample R5011_R5011
- R5012_R5012
Genotypes for sample R5012_R5012
- R5013_R5013
Genotypes for sample R5013_R5013
- R5014_R5014
Genotypes for sample R5014_R5014
- R5015_R5015
Genotypes for sample R5015_R5015
- R5016_R5016
Genotypes for sample R5016_R5016
- R5017_R5017
Genotypes for sample R5017_R5017
- R5018_R5018
Genotypes for sample R5018_R5018
- R5019_R5019
Genotypes for sample R5019_R5019
- R5020_R5020
Genotypes for sample R5020_R5020
- R5021_R5021
Genotypes for sample R5021_R5021
- R5022_R5022
Genotypes for sample R5022_R5022
- R5023_R5023
Genotypes for sample R5023_R5023
- R5024_R5024
Genotypes for sample R5024_R5024
- R5025_R5025
Genotypes for sample R5025_R5025
- R5026_R5026
Genotypes for sample R5026_R5026
- R5027_R5027
Genotypes for sample R5027_R5027
- R5028_R5028
Genotypes for sample R5028_R5028
- R5029_R5029
Genotypes for sample R5029_R5029
- R5030_R5030
Genotypes for sample R5030_R5030
- R5031_R5031
Genotypes for sample R5031_R5031
- R5032_R5032
Genotypes for sample R5032_R5032
- R5033_R5033
Genotypes for sample R5033_R5033
- R5034_R5034
Genotypes for sample R5034_R5034
- R5035_R5035
Genotypes for sample R5035_R5035
- R5036_R5036
Genotypes for sample R5036_R5036
- R5037_R5037
Genotypes for sample R5037_R5037
- R5038_R5038
Genotypes for sample R5038_R5038
- R5039_R5039
Genotypes for sample R5039_R5039
- R5040_R5040
Genotypes for sample R5040_R5040
- R5041_R5041
Genotypes for sample R5041_R5041
- R5042_R5042
Genotypes for sample R5042_R5042
- R5043_R5043
Genotypes for sample R5043_R5043
- R5044_R5044
Genotypes for sample R5044_R5044
- R5045_R5045
Genotypes for sample R5045_R5045
- R5046_R5046
Genotypes for sample R5046_R5046
- R5047_R5047
Genotypes for sample R5047_R5047
- R5048_R5048
Genotypes for sample R5048_R5048
- R5049_R5049
Genotypes for sample R5049_R5049
- R5050_R5050
Genotypes for sample R5050_R5050
- R5051_R5051
Genotypes for sample R5051_R5051
- R5052_R5052
Genotypes for sample R5052_R5052
- R5053_R5053
Genotypes for sample R5053_R5053
- R5054_R5054
Genotypes for sample R5054_R5054
- R5055_R5055
Genotypes for sample R5055_R5055
- R5056_R5056
Genotypes for sample R5056_R5056
- R5057_R5057
Genotypes for sample R5057_R5057
- R5058_R5058
Genotypes for sample R5058_R5058
- R5059_R5059
Genotypes for sample R5059_R5059
- R5060_R5060
Genotypes for sample R5060_R5060
- R5061_R5061
Genotypes for sample R5061_R5061
- R5062_R5062
Genotypes for sample R5062_R5062
- R5063_R5063
Genotypes for sample R5063_R5063
- R5064_R5064
Genotypes for sample R5064_R5064
- R5065_R5065
Genotypes for sample R5065_R5065
- R5066_R5066
Genotypes for sample R5066_R5066
- R5067_R5067
Genotypes for sample R5067_R5067
- R5068_R5068
Genotypes for sample R5068_R5068
- R5069_R5069
Genotypes for sample R5069_R5069
- R5070_R5070
Genotypes for sample R5070_R5070
- R5071_R5071
Genotypes for sample R5071_R5071
- R5072_R5072
Genotypes for sample R5072_R5072
- R5073_R5073
Genotypes for sample R5073_R5073
- R5074_R5074
Genotypes for sample R5074_R5074
- R5075_R5075
Genotypes for sample R5075_R5075
- R5076_R5076
Genotypes for sample R5076_R5076
- R5077_R5077
Genotypes for sample R5077_R5077
- R5078_R5078
Genotypes for sample R5078_R5078
- R5079_R5079
Genotypes for sample R5079_R5079
- R5080_R5080
Genotypes for sample R5080_R5080
- R5081_R5081
Genotypes for sample R5081_R5081
- R5082_R5082
Genotypes for sample R5082_R5082
- R5083_R5083
Genotypes for sample R5083_R5083
- R5084_R5084
Genotypes for sample R5084_R5084
- R5085_R5085
Genotypes for sample R5085_R5085
- R5086_R5086
Genotypes for sample R5086_R5086
- R5087_R5087
Genotypes for sample R5087_R5087
- R5088_R5088
Genotypes for sample R5088_R5088
- R5089_R5089
Genotypes for sample R5089_R5089
- R5091_R5091
Genotypes for sample R5091_R5091
- R5094_R5094
Genotypes for sample R5094_R5094
- R5095_R5095
Genotypes for sample R5095_R5095
- R5097_R5097
Genotypes for sample R5097_R5097
- R5098_R5098
Genotypes for sample R5098_R5098
- R5099_R5099
Genotypes for sample R5099_R5099
- R5100_R5100
Genotypes for sample R5100_R5100
- R5101_R5101
Genotypes for sample R5101_R5101
- R5102_R5102
Genotypes for sample R5102_R5102
- R5103_R5103
Genotypes for sample R5103_R5103
- R5104_R5104
Genotypes for sample R5104_R5104
- R5105_R5105
Genotypes for sample R5105_R5105
- R5106_R5106
Genotypes for sample R5106_R5106
- R5107_R5107
Genotypes for sample R5107_R5107
- R5108_R5108
Genotypes for sample R5108_R5108
- R5109_R5109
Genotypes for sample R5109_R5109
- R5110_R5110
Genotypes for sample R5110_R5110
- R5111_R5111
Genotypes for sample R5111_R5111
- R5112_R5112
Genotypes for sample R5112_R5112
- R5114_R5114
Genotypes for sample R5114_R5114
- R5115_R5115
Genotypes for sample R5115_R5115
- R5116_R5116
Genotypes for sample R5116_R5116
- R5117_R5117
Genotypes for sample R5117_R5117
- R5118_R5118
Genotypes for sample R5118_R5118
- R5119_R5119
Genotypes for sample R5119_R5119
- R5120_R5120
Genotypes for sample R5120_R5120
- R5121_R5121
Genotypes for sample R5121_R5121
- R5122_R5122
Genotypes for sample R5122_R5122
- R5123_R5123
Genotypes for sample R5123_R5123
- R5124_R5124
Genotypes for sample R5124_R5124
- R5125_R5125
Genotypes for sample R5125_R5125
- R5126_R5126
Genotypes for sample R5126_R5126
- R5127_R5127
Genotypes for sample R5127_R5127
- R5128_R5128
Genotypes for sample R5128_R5128
- R5129_R5129
Genotypes for sample R5129_R5129
- R5130_R5130
Genotypes for sample R5130_R5130
- R5131_R5131
Genotypes for sample R5131_R5131
- R5132_R5132
Genotypes for sample R5132_R5132
- R5133_R5133
Genotypes for sample R5133_R5133
- R5134_R5134
Genotypes for sample R5134_R5134
- R5135_R5135
Genotypes for sample R5135_R5135
- R5136_R5136
Genotypes for sample R5136_R5136
- R5137_R5137
Genotypes for sample R5137_R5137
- R5138_R5138
Genotypes for sample R5138_R5138
- R5139_R5139
Genotypes for sample R5139_R5139
- R5140_R5140
Genotypes for sample R5140_R5140
- R5141_R5141
Genotypes for sample R5141_R5141
- R5142_R5142
Genotypes for sample R5142_R5142
- R5143_R5143
Genotypes for sample R5143_R5143
- R5144_R5144
Genotypes for sample R5144_R5144
- R5145_R5145
Genotypes for sample R5145_R5145
- R5146_R5146
Genotypes for sample R5146_R5146
- R5147_R5147
Genotypes for sample R5147_R5147
- R5148_R5148
Genotypes for sample R5148_R5148
- R5149_R5149
Genotypes for sample R5149_R5149
- R5150_R5150
Genotypes for sample R5150_R5150
- R5151_R5151
Genotypes for sample R5151_R5151
- R5152_R5152
Genotypes for sample R5152_R5152
- R5153_R5153
Genotypes for sample R5153_R5153
- R5154_R5154
Genotypes for sample R5154_R5154
- R5155_R5155
Genotypes for sample R5155_R5155
- R5156_R5156
Genotypes for sample R5156_R5156
- R5157_R5157
Genotypes for sample R5157_R5157
- R5158_R5158
Genotypes for sample R5158_R5158
- R5159_R5159
Genotypes for sample R5159_R5159
- R5160_R5160
Genotypes for sample R5160_R5160
- R5161_R5161
Genotypes for sample R5161_R5161
Source
Wu, D., Liang, Z., Yan, T., Xu, Y., Xuan, L., Tang, J., Zhou, G., Lohwasser, U., Hua, S., Wang, H., Chen, X., Wang, Q., Zhu, L., Maodzeka, A., Hussain, N., Li, Z., Li, X., Shamsi, I. H., Jilani, G., … Jiang, L. (2019). Whole-Genome Resequencing of a Worldwide Collection of Rapeseed Accessions Reveals the Genetic Basis of Ecotype Divergence. Molecular Plant, 12(1), 30–43. https://doi.org/10.1016/j.molp.2018.11.007