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}
*********************************************************************
* LD Score Regression (LDSC)
* Version 1.0.1
* (C) 2014-2019 Brendan Bulik-Sullivan and Hilary Finucane
* Broad Institute of MIT and Harvard / MIT Department of Mathematics
* GNU General Public License v3
*********************************************************************
Call:
./ldsc.py \
--h2 /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/ieu-a-import/processed/ieu-a-6/ieu-a-6.vcf.gz \
--ref-ld-chr /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/reference/eur_w_ld_chr/ \
--out /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/ieu-a-import/processed/ieu-a-6/ldsc.txt \
--w-ld-chr /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/reference/eur_w_ld_chr/
Beginning analysis at Wed Feb 5 11:33:50 2020
Reading summary statistics from /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/ieu-a-import/processed/ieu-a-6/ieu-a-6.vcf.gz ...
Read summary statistics for 539613 SNPs.
Reading reference panel LD Score from /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/reference/eur_w_ld_chr/[1-22] ...
Read reference panel LD Scores for 1290028 SNPs.
Removing partitioned LD Scores with zero variance.
Reading regression weight LD Score from /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/reference/eur_w_ld_chr/[1-22] ...
Read regression weight LD Scores for 1290028 SNPs.
After merging with reference panel LD, 514439 SNPs remain.
After merging with regression SNP LD, 514439 SNPs remain.
Using two-step estimator with cutoff at 30.
Total Observed scale h2: 0.0647 (0.0196)
Lambda GC: 1.0926
Mean Chi^2: 1.0947
Intercept: 1.0614 (0.0072)
Ratio: 0.6485 (0.076)
Analysis finished at Wed Feb 5 11:34:03 2020
Total time elapsed: 12.21s
{
"af_correlation": 0.9399,
"inflation_factor": 1.0931,
"mean_EFFECT": -0.0001,
"n": 30453,
"n_snps": 539613,
"n_clumped_hits": 3,
"n_p_sig": 29,
"n_mono": 0,
"n_ns": 0,
"n_mac": 0,
"is_snpid_unique": true,
"n_miss_EFFECT": 0,
"n_miss_SE": 0,
"n_miss_PVAL": 0,
"n_miss_AF": 0,
"n_miss_AF_reference": 3202,
"n_est": 28460.8722,
"ratio_se_n": 0.9667,
"mean_diff": 0,
"ratio_diff": 2.5026,
"sd_y_est1": 2.1502,
"sd_y_est2": 2.0787,
"r2_sum1": 0.0358,
"r2_sum2": 0.0077,
"r2_sum3": 0.0083,
"r2_sum4": 0.0082,
"ldsc_nsnp_merge_refpanel_ld": 514439,
"ldsc_nsnp_merge_regression_ld": 514439,
"ldsc_observed_scale_h2_beta": 0.0647,
"ldsc_observed_scale_h2_se": 0.0196,
"ldsc_intercept_beta": 1.0614,
"ldsc_intercept_se": 0.0072,
"ldsc_lambda_gc": 1.0926,
"ldsc_mean_chisq": 1.0947,
"ldsc_ratio": 0.6484
}
name | value |
---|---|
name | value |
af_correlation | FALSE |
inflation_factor | FALSE |
n | FALSE |
is_snpid_non_unique | FALSE |
mean_EFFECT_nonfinite | FALSE |
mean_EFFECT_05 | FALSE |
mean_EFFECT_01 | FALSE |
mean_chisq | FALSE |
n_p_sig | FALSE |
miss_EFFECT | FALSE |
miss_SE | FALSE |
miss_PVAL | FALSE |
ldsc_ratio | TRUE |
ldsc_intercept_beta | FALSE |
n_clumped_hits | FALSE |
r2_sum1 | FALSE |
r2_sum2 | FALSE |
r2_sum3 | FALSE |
r2_sum4 | FALSE |
General metrics
af_correlation
: Correlation coefficient between AF
and AF_reference
.inflation_factor
(lambda
): Genomic inflation factor.mean_EFFECT
: Mean of EFFECT
size.n
: Maximum value of reported sample size across all SNPs, n.n_clumped_hits
: Number of clumped hits.n_snps
: Number of SNPsn_p_sig
: Number of SNPs with pvalue below 5e-8
.n_mono
: Number of monomorphic (MAF == 1
or MAF == 0
) SNPs.n_ns
: Number of SNPs with nonsense values:
A, C, G or T
.< 0
or > 1
.<= 0
or = Infinity
).< 0
or > 1
.n_mac
: Number of cases where MAC
(2×N×MAF) is less than 6
.is_snpid_unique
: true
if the combination of ID
REF
ALT
is unique and therefore no duplication in snpid.n_miss_<*>
: Number of NA
observations for <*>
column.se_n metrics
n_est
: Estimated sample size value, ˆn.ratio_se_n
: ratio_se_n=√ˆn√n. We expect ratio_se_n
to be 1. When it is not 1, it implies that the trait did not have a variance of 1, the reported sample size is wrong, or that the SNP-level effective sample sizes differ markedly from the reported sample size.mean_diff
: mean_diff=∑j^βstdj−βjn_snps, mean difference between the standardised beta, predicted from P-values, and the observed beta. The difference should be very close to zero if trait has a variance of 1.
ratio_diff
: ratio_diff=|mean_diffmean_diff2|, absolute ratio between the mean of diff
and the mean of diff2
(expected difference between the standardised beta predicted from P-values, and the standardised beta derived from the observed beta divided by the predicted SD; NOT reported). The ratio should be close to 1. If different from 1, then implies that the betas are not in a standard deviation scale.
sd_y_est1
: The standard deviation for the trait inferred from the reported sample size, median standard errors for the SNP-trait assocations and SNP variances.
sd_y_est2
: The standard deviation for the trait inferred from the reported sample size, Z statistics for the SNP-trait effects (beta/se) and allele frequency.
r2 metrics
Sum of variance explained, calculated from the clumped top hits sample.
r2_sum<*>
: r2
statistics under various assumptions
1
: r2=∑j2×β2j×MAFj×(1−MAFj)var1, var1=1.2
: r2=∑j2×β2j×MAFj×(1−MAFj)var2, var2=^sd1y2,3
: r2=∑j2×β2j×MAFj×(1−MAFj)var3, var3=^sd2y2,4
: r2=∑jFjFj+n−2, F=β2jse2j.LDSC metrics
Metrics from LD regression
ldsc_nsnp_merge_refpanel_ld
: Number of remaining SNPs after merging with reference panel LD.ldsc_nsnp_merge_regression_ld
: Number of remaining SNPs after merging with regression SNP LD.ldsc_observed_scale_h2_{beta,se}
Coefficient value and SE for total observed scale h2.ldsc_intercept_{beta,se}
: Coefficient value and SE for intercept. Intercept is expected to be 1.ldsc_lambda_gc
: Lambda GC statistics.ldsc_mean_chisq
: Mean χ2 statistics.ldsc_ratio
: ldsc_intercept_beta−1ldsc_mean_chisq−1, the proportion of the inflation in the mean χ2 that the LD Score regression intercepts ascribes to causes other than polygenic heritability. The value of ratio should be close to zero, though in practice values of 0.1-0.2 are not uncommon, probably due to sample/reference LD Score mismatch or model misspecification (e.g., low LD variants have slightly higher h2 per SNP).Flags
When a metric needs attention, the flag should return TRUE.
af_correlation
: abs(af_correlation)
< 0.7.inflation_factor
: inflation_factor
> 1.2.n
: n
(max reported sample size) < 10000.is_snpid_non_unique
: NOT is_snpid_unique
.mean_EFFECT_nonfinite
: mean(EFFECT)
is NA
, NaN
, or Inf
.mean_EFFECT_05
: abs(mean(EFFECT))
> 0.5.mean_EFFECT_01
: abs(mean(EFFECT))
> 0.1.mean_chisq
: ldsc_mean_chisq
> 1.3 or ldsc_mean_chisq
< 0.7.n_p_sig
: n_p_sig
> 1000.miss_<*>
: n_miss_<*>
/ n_snps
> 0.01.ldsc_ratio
: ldsc_ratio
> 0.5ldsc_intercept_beta
: ldsc_intercept_beta
> 1.5n_clumped_hits
: n_clumped_hits
> 1000r2_sum<*>
: r2_sum<*>
> 0.5Plots
skim_type | skim_variable | n_missing | complete_rate | character.min | character.max | character.empty | character.n_unique | character.whitespace | numeric.mean | numeric.sd | numeric.p0 | numeric.p25 | numeric.p50 | numeric.p75 | numeric.p100 | numeric.hist |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
skim_type | skim_variable | n_missing | complete_rate | character.min | character.max | character.empty | character.n_unique | character.whitespace | numeric.mean | numeric.sd | numeric.p0 | numeric.p25 | numeric.p50 | numeric.p75 | numeric.p100 | numeric.hist |
character | ID | 0 | 1.0000000 | 3 | 30 | 0 | 539613 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
character | REF | 0 | 1.0000000 | 1 | 1 | 0 | 4 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
character | ALT | 0 | 1.0000000 | 1 | 1 | 0 | 4 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
numeric | CHROM | 0 | 1.0000000 | NA | NA | NA | NA | NA | 8.789751e+00 | 5.783061e+00 | 1.0000e+00 | 4.000000e+00 | 8.000000e+00 | 1.300000e+01 | 2.300000e+01 | ▇▅▅▂▂ |
numeric | POS | 0 | 1.0000000 | NA | NA | NA | NA | NA | 7.794116e+07 | 5.665020e+07 | 1.8856e+04 | 3.102050e+07 | 6.862144e+07 | 1.143486e+08 | 2.492107e+08 | ▇▆▅▂▁ |
numeric | EFFECT | 0 | 1.0000000 | NA | NA | NA | NA | NA | -5.580000e-05 | 2.718170e-02 | -3.3790e-01 | -1.550000e-02 | 0.000000e+00 | 1.550000e-02 | 3.455000e-01 | ▁▁▇▁▁ |
numeric | SE | 0 | 1.0000000 | NA | NA | NA | NA | NA | 2.395080e-02 | 1.029080e-02 | 1.6300e-02 | 1.770000e-02 | 2.040000e-02 | 2.600000e-02 | 1.409000e-01 | ▇▁▁▁▁ |
numeric | PVAL | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.863210e-01 | 2.921061e-01 | 0.0000e+00 | 2.301998e-01 | 4.806999e-01 | 7.396002e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | PVAL_ztest | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.863195e-01 | 2.921049e-01 | 0.0000e+00 | 2.301393e-01 | 4.806465e-01 | 7.398216e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | AF | 0 | 1.0000000 | NA | NA | NA | NA | NA | 3.717760e-01 | 2.544763e-01 | 1.0000e-02 | 1.550000e-01 | 3.150000e-01 | 5.730000e-01 | 9.900000e-01 | ▇▆▃▃▂ |
numeric | AF_reference | 3202 | 0.9940661 | NA | NA | NA | NA | NA | 3.722214e-01 | 2.445588e-01 | 1.9970e-04 | 1.671330e-01 | 3.180910e-01 | 5.503190e-01 | 9.962060e-01 | ▇▇▅▃▂ |
numeric | N | 0 | 1.0000000 | NA | NA | NA | NA | NA | 2.883952e+04 | 4.305464e+03 | 8.8580e+03 | 3.038200e+04 | 3.041800e+04 | 3.043200e+04 | 3.045300e+04 | ▁▁▁▁▇ |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
1 | 752566 | rs3094315 | G | A | 0.0156 | 0.0315 | 0.6204003 | 0.6204321 | 0.810 | 0.718251 | 13897 |
1 | 768448 | rs12562034 | G | A | -0.0507 | 0.0215 | 0.0184502 | 0.0183668 | 0.191 | 0.191893 | 30342 |
1 | 846808 | rs4475691 | C | T | 0.0173 | 0.0344 | 0.6146997 | 0.6150297 | 0.217 | 0.254792 | 13823 |
1 | 900505 | rs28705211 | G | C | -0.0150 | 0.0319 | 0.6378007 | 0.6381982 | 0.282 | 0.168730 | 13767 |
1 | 918384 | rs13303118 | G | T | -0.0559 | 0.0298 | 0.0604798 | 0.0606774 | 0.605 | 0.492612 | 13777 |
1 | 928836 | rs9777703 | C | T | -0.0005 | 0.0929 | 0.9956000 | 0.9957057 | 0.971 | 0.890176 | 13811 |
1 | 943468 | rs3121567 | T | C | 0.0927 | 0.0800 | 0.2467999 | 0.2465581 | 0.962 | 0.893770 | 13815 |
1 | 1005806 | rs3934834 | C | T | -0.0175 | 0.0220 | 0.4255004 | 0.4263491 | 0.179 | 0.223442 | 30310 |
1 | 1018704 | rs9442372 | A | G | 0.0288 | 0.0169 | 0.0886605 | 0.0883546 | 0.556 | 0.611022 | 30351 |
1 | 1021415 | rs3737728 | A | G | 0.0167 | 0.0193 | 0.3877002 | 0.3868824 | 0.745 | 0.812700 | 30430 |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
22 | 51147015 | rs2040487 | A | G | 0.0264 | 0.0169 | 0.1170000 | 0.1182573 | 0.433 | 0.4556710 | 30414 |
22 | 51150473 | rs5770820 | G | A | 0.0246 | 0.0192 | 0.2013001 | 0.2001059 | 0.254 | 0.2462060 | 30395 |
22 | 51151350 | rs6009951 | C | T | -0.0008 | 0.0300 | 0.9784000 | 0.9787256 | 0.396 | 0.5559110 | 13830 |
22 | 51151724 | rs6010061 | C | T | 0.0121 | 0.0173 | 0.4829999 | 0.4842884 | 0.384 | 0.6098240 | 30265 |
22 | 51163138 | rs715586 | C | T | 0.0074 | 0.0241 | 0.7592993 | 0.7588023 | 0.140 | 0.0902556 | 30405 |
22 | 51165664 | rs8137951 | G | A | 0.0057 | 0.0180 | 0.7492004 | 0.7514965 | 0.317 | 0.4063500 | 30436 |
22 | 51171693 | rs756638 | G | A | -0.0172 | 0.0199 | 0.3863003 | 0.3874112 | 0.236 | 0.3049120 | 30403 |
22 | 51175626 | rs3810648 | A | G | 0.0015 | 0.0366 | 0.9670001 | 0.9673090 | 0.055 | 0.1084270 | 30436 |
22 | 51178090 | rs2285395 | G | A | 0.0462 | 0.0390 | 0.2360000 | 0.2361696 | 0.048 | 0.0666933 | 30443 |
23 | 51666786 | rs14115 | A | G | 0.0203 | 0.0323 | 0.5304995 | 0.5296876 | 0.072 | NA | 30406 |
1 752566 rs3094315 G A . PASS AF=0.81 ES:SE:LP:AF:SS:ID 0.0156:0.0315:0.207328:0.81:13897:rs3094315
1 768448 rs12562034 G A . PASS AF=0.191 ES:SE:LP:AF:SS:ID -0.0507:0.0215:1.734:0.191:30342:rs12562034
1 846808 rs4475691 C T . PASS AF=0.217 ES:SE:LP:AF:SS:ID 0.0173:0.0344:0.211337:0.217:13823:rs4475691
1 900505 rs28705211 G C . PASS AF=0.282 ES:SE:LP:AF:SS:ID -0.015:0.0319:0.195315:0.282:13767:rs28705211
1 918384 rs13303118 G T . PASS AF=0.605 ES:SE:LP:AF:SS:ID -0.0559:0.0298:1.21839:0.605:13777:rs13303118
1 928836 rs9777703 C T . PASS AF=0.971 ES:SE:LP:AF:SS:ID -0.0005:0.0929:0.00191511:0.971:13811:rs9777703
1 943468 rs3121567 T C . PASS AF=0.962 ES:SE:LP:AF:SS:ID 0.0927:0.08:0.607655:0.962:13815:rs3121567
1 1005806 rs3934834 C T . PASS AF=0.179 ES:SE:LP:AF:SS:ID -0.0175:0.022:0.3711:0.179:30310:rs3934834
1 1018704 rs9442372 A G . PASS AF=0.556 ES:SE:LP:AF:SS:ID 0.0288:0.0169:1.05227:0.556:30351:rs9442372
1 1021415 rs3737728 A G . PASS AF=0.745 ES:SE:LP:AF:SS:ID 0.0167:0.0193:0.411504:0.745:30430:rs3737728
1 1030565 rs6687776 C T . PASS AF=0.199 ES:SE:LP:AF:SS:ID -0.0422:0.0212:1.33479:0.199:30435:rs6687776
1 1031540 rs9651273 A G . PASS AF=0.779 ES:SE:LP:AF:SS:ID 0.041:0.0206:1.32985:0.779:30371:rs9651273
1 1048955 rs4970405 A G . PASS AF=0.139 ES:SE:LP:AF:SS:ID -0.0591:0.0243:1.81844:0.139:30418:rs4970405
1 1049950 rs12726255 A G . PASS AF=0.178 ES:SE:LP:AF:SS:ID -0.0208:0.0219:0.465974:0.178:30436:rs12726255
1 1061166 rs11807848 T C . PASS AF=0.39 ES:SE:LP:AF:SS:ID -0.0403:0.0172:1.71332:0.39:30409:rs11807848
1 1062638 rs9442373 C A . PASS AF=0.594 ES:SE:LP:AF:SS:ID 0.0197:0.0171:0.599462:0.594:30349:rs9442373
1 1064979 rs2298217 C T . PASS AF=0.164 ES:SE:LP:AF:SS:ID -0.0056:0.0226:0.0940962:0.164:30408:rs2298217
1 1066029 rs12145826 G A . PASS AF=0.052 ES:SE:LP:AF:SS:ID -0.0068:0.0381:0.0663103:0.052:30419:rs12145826
1 1087683 rs9442380 T C . PASS AF=0.892 ES:SE:LP:AF:SS:ID 0.0316:0.0272:0.611544:0.892:30436:rs9442380
1 1090557 rs7553429 A C . PASS AF=0.061 ES:SE:LP:AF:SS:ID 0.0155:0.0351:0.181444:0.061:30398:rs7553429
1 1094738 rs4970362 A G . PASS AF=0.665 ES:SE:LP:AF:SS:ID 0.0336:0.0247:0.762205:0.665:14745:rs4970362
1 1099342 rs9660710 A C . PASS AF=0.913 ES:SE:LP:AF:SS:ID 0.0085:0.0297:0.110194:0.913:30428:rs9660710
1 1106473 rs4970420 G A . PASS AF=0.296 ES:SE:LP:AF:SS:ID 0.0131:0.0188:0.31399:0.296:30413:rs4970420
1 1119858 rs1320565 C T . PASS AF=0.179 ES:SE:LP:AF:SS:ID -0.0315:0.0226:0.786748:0.179:30437:rs1320565
1 1121794 rs11260549 G A . PASS AF=0.173 ES:SE:LP:AF:SS:ID -0.0059:0.0223:0.10133:0.173:30422:rs11260549
1 1135242 rs9729550 A C . PASS AF=0.338 ES:SE:LP:AF:SS:ID 0.0053:0.0179:0.115885:0.338:30401:rs9729550
1 1152631 rs11721 C A . PASS AF=0.086 ES:SE:LP:AF:SS:ID -0.0024:0.03:0.0284458:0.086:30419:rs11721
1 1156131 rs2887286 T C . PASS AF=0.325 ES:SE:LP:AF:SS:ID -0.0184:0.0191:0.473919:0.325:30431:rs2887286
1 1158277 rs3813199 G A . PASS AF=0.094 ES:SE:LP:AF:SS:ID -0.0032:0.0288:0.0401004:0.094:30438:rs3813199
1 1162435 rs3766186 C A . PASS AF=0.094 ES:SE:LP:AF:SS:ID -0.0046:0.0288:0.0595333:0.094:30410:rs3766186
1 1163804 rs7515488 C T . PASS AF=0.159 ES:SE:LP:AF:SS:ID 0.003:0.023:0.0479344:0.159:30407:rs7515488
1 1172907 rs715643 C T . PASS AF=0.039 ES:SE:LP:AF:SS:ID -0.0983:0.0617:0.953895:0.039:19951:rs715643
1 1176597 rs6675798 T C . PASS AF=0.116 ES:SE:LP:AF:SS:ID -0.0015:0.0264:0.0207249:0.116:30389:rs6675798
1 1192515 rs7524470 A G . PASS AF=0.044 ES:SE:LP:AF:SS:ID 0.0586:0.0408:0.822464:0.044:30440:rs7524470
1 1194804 rs11804831 T C . PASS AF=0.302 ES:SE:LP:AF:SS:ID 0.0179:0.0189:0.4642:0.302:30365:rs11804831
1 1211292 rs6685064 C T . PASS AF=0.198 ES:SE:LP:AF:SS:ID 0.0111:0.022:0.211902:0.198:30395:rs6685064
1 1242084 rs3737717 A G . PASS AF=0.175 ES:SE:LP:AF:SS:ID -0.0007:0.0312:0.00784429:0.175:14694:rs3737717
1 1288583 rs3845295 C G . PASS AF=0.889 ES:SE:LP:AF:SS:ID -0.0041:0.0441:0.0330608:0.889:13809:rs3845295
1 1305561 rs17160669 C T . PASS AF=0.263 ES:SE:LP:AF:SS:ID -0.0267:0.0327:0.383735:0.263:13820:rs17160669
1 1310924 rs2765033 T C . PASS AF=0.952 ES:SE:LP:AF:SS:ID -0.0129:0.0392:0.129596:0.952:30328:rs2765033
1 1314015 rs2649588 C T . PASS AF=0.891 ES:SE:LP:AF:SS:ID -0.0385:0.0268:0.822464:0.891:30410:rs2649588
1 1334475 rs17851391 G C . PASS AF=0.024 ES:SE:LP:AF:SS:ID -0.0926:0.0998:0.451488:0.024:13820:rs17851391
1 1425700 rs819980 T C . PASS AF=0.2 ES:SE:LP:AF:SS:ID 0.0325:0.0216:0.875496:0.2:30383:rs819980
1 1447325 rs6690515 G A . PASS AF=0.214 ES:SE:LP:AF:SS:ID 0.0101:0.0347:0.112495:0.214:13815:rs6690515
1 1462766 rs9439462 C T . PASS AF=0.127 ES:SE:LP:AF:SS:ID 0.0243:0.0259:0.457299:0.127:30405:rs9439462
1 1478180 rs3766178 T C . PASS AF=0.318 ES:SE:LP:AF:SS:ID 0.0127:0.0181:0.315424:0.318:30429:rs3766178
1 1485984 rs2031709 C A . PASS AF=0.09 ES:SE:LP:AF:SS:ID -0.0234:0.0302:0.357832:0.09:30360:rs2031709
1 1486834 rs3128342 C A . PASS AF=0.326 ES:SE:LP:AF:SS:ID 0.0213:0.0185:0.602929:0.326:30426:rs3128342
1 1493727 rs880051 G A . PASS AF=0.337 ES:SE:LP:AF:SS:ID -0.0089:0.021:0.173407:0.337:20317:rs880051
1 1497824 rs2296716 C T . PASS AF=0.189 ES:SE:LP:AF:SS:ID 0.0045:0.0216:0.0774302:0.189:30432:rs2296716