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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/ukb-d-import/processed/ukb-d-22608_0/ukb-d-22608_0.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/ukb-d-import/processed/ukb-d-22608_0/ldsc.txt \
--w-ld-chr /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/reference/eur_w_ld_chr/
Beginning analysis at Mon Nov 25 16:37:30 2019
Reading summary statistics from /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/ukb-d-import/processed/ukb-d-22608_0/ukb-d-22608_0.vcf.gz ...
Read summary statistics for 13566901 SNPs.
Dropped 12683 SNPs with duplicated rs numbers.
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, 1283504 SNPs remain.
After merging with regression SNP LD, 1283504 SNPs remain.
Using two-step estimator with cutoff at 30.
Total Observed scale h2: 0.0321 (0.0058)
Lambda GC: 1.0549
Mean Chi^2: 1.0629
Intercept: 1.0067 (0.0062)
Ratio: 0.1072 (0.0981)
Analysis finished at Mon Nov 25 16:39:51 2019
Total time elapsed: 2.0m:21.16s
{
"af_correlation": 0.9521,
"inflation_factor": 1.0415,
"mean_EFFECT": -0,
"n": 90105,
"n_snps": 13566901,
"n_clumped_hits": 2,
"n_p_sig": 10,
"n_mono": 0,
"n_ns": 1251233,
"n_mac": 0,
"is_snpid_unique": false,
"n_miss_EFFECT": 0,
"n_miss_SE": 0,
"n_miss_PVAL": 0,
"n_miss_AF": 0,
"n_miss_AF_reference": 563196,
"n_est": 90429.9187,
"ratio_se_n": 1.0018,
"mean_diff": -0,
"ratio_diff": 12.7466,
"sd_y_est1": 0.4302,
"sd_y_est2": 0.431,
"r2_sum1": 0.0001,
"r2_sum2": 0.0007,
"r2_sum3": 0.0007,
"r2_sum4": 0.0007,
"ldsc_nsnp_merge_refpanel_ld": 1283504,
"ldsc_nsnp_merge_regression_ld": 1283504,
"ldsc_observed_scale_h2_beta": 0.0321,
"ldsc_observed_scale_h2_se": 0.0058,
"ldsc_intercept_beta": 1.0067,
"ldsc_intercept_se": 0.0062,
"ldsc_lambda_gc": 1.0549,
"ldsc_mean_chisq": 1.0629,
"ldsc_ratio": 0.1065
}
name | value |
---|---|
af_correlation | FALSE |
inflation_factor | FALSE |
n | FALSE |
is_snpid_non_unique | TRUE |
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 | FALSE |
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
(\(2 \times N \times MAF\)) 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, \(\widehat{n}\).ratio_se_n
: \(\texttt{ratio_se_n} = \frac{\sqrt{\widehat{n}}}{\sqrt{n}}\). 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
: \(\texttt{mean_diff} = \sum_{j} \frac{\widehat{\beta_j^{std}} - \beta_j}{\texttt{n_snps}}\), 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
: \(\texttt{ratio_diff} = |\frac{\texttt{mean_diff}}{\texttt{mean_diff2}}|\), 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
: \(r^2 = \sum_j{\frac{2 \times \beta_j^2 \times {MAF}_j \times (1 - {MAF}_j)}{\texttt{var1}}}\), \(\texttt{var1} = 1\).2
: \(r^2 = \sum_j{\frac{2 \times \beta_j^2 \times {MAF}_j \times (1 - {MAF}_j)}{\texttt{var2}}}\), \(\texttt{var2} = {\widehat{\texttt{sd1}}_{y}}^2\),3
: \(r^2 = \sum_j{\frac{2 \times \beta_j^2 \times {MAF}_j \times (1 - {MAF}_j)}{\texttt{var3}}}\), \(\texttt{var3} = {\widehat{\texttt{sd2}}_{y}}^2\),4
: \(r^2 = \sum_j{\frac{F_j}{F_j + n - 2}}\), \(F = \frac{\beta_j^2}{{se}_j^2}\).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 \(\chi^2\) statistics.ldsc_ratio
: \(\frac{\texttt{ldsc_intercept_beta} - 1}{\texttt{ldsc_mean_chisq} - 1}\), the proportion of the inflation in the mean \(\chi^2\) 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 \(h^2\) 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
character | ID | 0 | 1.0000000 | 3 | 94 | 0 | 13554882 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
character | REF | 0 | 1.0000000 | 1 | 100 | 0 | 57050 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
character | ALT | 0 | 1.0000000 | 1 | 342 | 0 | 33332 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
numeric | CHROM | 0 | 1.0000000 | NA | NA | NA | NA | NA | 9.051286e+00 | 6.184940e+00 | 1.00000e+00 | 4.000000e+00 | 8.000000e+00 | 1.300000e+01 | 2.300000e+01 | ▇▅▅▂▂ |
numeric | POS | 0 | 1.0000000 | NA | NA | NA | NA | NA | 7.902476e+07 | 5.591704e+07 | 3.02000e+02 | 3.292734e+07 | 7.013401e+07 | 1.148629e+08 | 2.492309e+08 | ▇▆▅▂▁ |
numeric | EFFECT | 0 | 1.0000000 | NA | NA | NA | NA | NA | -1.600000e-05 | 1.185320e-02 | -1.56801e-01 | -3.173600e-03 | 2.460000e-05 | 3.205500e-03 | 1.342820e-01 | ▁▁▇▁▁ |
numeric | SE | 0 | 1.0000000 | NA | NA | NA | NA | NA | 8.481400e-03 | 8.173700e-03 | 1.67160e-03 | 2.423200e-03 | 4.457300e-03 | 1.217940e-02 | 4.108060e-02 | ▇▂▁▁▁ |
numeric | PVAL | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.933617e-01 | 2.905895e-01 | 0.00000e+00 | 2.403820e-01 | 4.912313e-01 | 7.451454e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | PVAL_ztest | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.933599e-01 | 2.905906e-01 | 0.00000e+00 | 2.403789e-01 | 4.912295e-01 | 7.451438e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | AF | 0 | 1.0000000 | NA | NA | NA | NA | NA | 1.910654e-01 | 2.544720e-01 | 1.00000e-03 | 7.499200e-03 | 6.029680e-02 | 2.957660e-01 | 9.990000e-01 | ▇▂▁▁▁ |
numeric | AF_reference | 563196 | 0.9584875 | NA | NA | NA | NA | NA | 1.965221e-01 | 2.471439e-01 | 0.00000e+00 | 5.790700e-03 | 8.446490e-02 | 3.085060e-01 | 1.000000e+00 | ▇▂▁▁▁ |
numeric | N | 0 | 1.0000000 | NA | NA | NA | NA | NA | 9.010500e+04 | 0.000000e+00 | 9.01050e+04 | 9.010500e+04 | 9.010500e+04 | 9.010500e+04 | 9.010500e+04 | ▁▁▇▁▁ |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 692794 | rs530212009 | CA | C | -0.0009732 | 0.0035400 | 0.7833737 | 0.7833719 | 0.1113430 | 0.1894970 | 90105 |
1 | 693731 | rs12238997 | A | G | 0.0010546 | 0.0033522 | 0.7530746 | 0.7530740 | 0.1163310 | 0.1417730 | 90105 |
1 | 707522 | rs371890604 | G | C | 0.0026029 | 0.0037678 | 0.4896694 | 0.4896696 | 0.0977618 | 0.1293930 | 90105 |
1 | 717587 | rs144155419 | G | A | 0.0087540 | 0.0089782 | 0.3295490 | 0.3295467 | 0.0157787 | 0.0045926 | 90105 |
1 | 723329 | rs189787166 | A | T | 0.0277742 | 0.0262588 | 0.2901890 | 0.2901876 | 0.0017681 | 0.0003994 | 90105 |
1 | 730087 | rs148120343 | T | C | 0.0010402 | 0.0046505 | 0.8230050 | 0.8230055 | 0.0568517 | 0.0127796 | 90105 |
1 | 731718 | rs142557973 | T | C | 0.0012292 | 0.0031812 | 0.6992138 | 0.6992133 | 0.1222030 | 0.1543530 | 90105 |
1 | 732032 | rs61770163 | A | C | 0.0032343 | 0.0033918 | 0.3403134 | 0.3403115 | 0.1219220 | 0.1555510 | 90105 |
1 | 734349 | rs141242758 | T | C | 0.0012432 | 0.0031837 | 0.6961663 | 0.6961662 | 0.1214330 | 0.1525560 | 90105 |
1 | 740284 | rs61770167 | C | T | 0.0207633 | 0.0145840 | 0.1545351 | 0.1545322 | 0.0057643 | 0.0023962 | 90105 |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
23 | 154923311 | rs141127553 | C | T | 0.0082440 | 0.0037208 | 0.0267159 | 0.0267133 | 0.0552866 | 0.0309934 | 90105 |
23 | 154923374 | rs111332691 | T | A | -0.0016859 | 0.0040453 | 0.6768571 | 0.6768564 | 0.0449254 | 0.0116556 | 90105 |
23 | 154925045 | rs509981 | C | T | 0.0027663 | 0.0019506 | 0.1561511 | 0.1561470 | 0.2445960 | 0.3634440 | 90105 |
23 | 154925895 | rs538470 | C | T | 0.0027500 | 0.0019942 | 0.1678951 | 0.1678898 | 0.2410980 | 0.3634440 | 90105 |
23 | 154927581 | rs644138 | G | A | 0.0044102 | 0.0018349 | 0.0162405 | 0.0162386 | 0.3002880 | 0.4635760 | 90105 |
23 | 154929412 | rs557132 | C | T | 0.0027654 | 0.0019512 | 0.1564041 | 0.1564003 | 0.2444530 | 0.3568210 | 90105 |
23 | 154929637 | rs35185538 | CT | C | 0.0025995 | 0.0020374 | 0.2020040 | 0.2020003 | 0.2288420 | 0.3011920 | 90105 |
23 | 154929952 | rs4012982 | CAA | C | 0.0024876 | 0.0020539 | 0.2258338 | 0.2258306 | 0.2383240 | 0.3165560 | 90105 |
23 | 154930230 | rs781880 | A | G | 0.0027552 | 0.0019506 | 0.1578080 | 0.1578052 | 0.2449110 | 0.3618540 | 90105 |
23 | 154930487 | rs781879 | T | A | -0.0103039 | 0.0066178 | 0.1194711 | 0.1194688 | 0.0196486 | 0.1263580 | 90105 |
1 692794 rs530212009 CA C . PASS AF=0.111343 ES:SE:LP:AF:SS:ID -0.000973238:0.00353998:0.106031:0.111343:90105:1_692794_CA_C
1 693731 rs12238997 A G . PASS AF=0.116331 ES:SE:LP:AF:SS:ID 0.00105458:0.00335225:0.123162:0.116331:90105:rs12238997
1 707522 rs371890604 G C . PASS AF=0.0977618 ES:SE:LP:AF:SS:ID 0.00260294:0.00376782:0.310097:0.0977618:90105:rs371890604
1 717587 rs144155419 G A . PASS AF=0.0157787 ES:SE:LP:AF:SS:ID 0.00875398:0.00897819:0.48208:0.0157787:90105:rs144155419
1 723329 rs189787166 A T . PASS AF=0.00176813 ES:SE:LP:AF:SS:ID 0.0277742:0.0262588:0.537319:0.00176813:90105:rs189787166
1 730087 rs148120343 T C . PASS AF=0.0568517 ES:SE:LP:AF:SS:ID 0.00104022:0.00465046:0.0845975:0.0568517:90105:rs148120343
1 731718 rs58276399 T C . PASS AF=0.122203 ES:SE:LP:AF:SS:ID 0.00122918:0.00318125:0.15539:0.122203:90105:rs58276399
1 732032 rs61770163 A C . PASS AF=0.121922 ES:SE:LP:AF:SS:ID 0.00323426:0.00339181:0.468121:0.121922:90105:rs61770163
1 734349 rs141242758 T C . PASS AF=0.121433 ES:SE:LP:AF:SS:ID 0.00124323:0.00318368:0.157287:0.121433:90105:rs141242758
1 740284 rs61770167 C T . PASS AF=0.00576432 ES:SE:LP:AF:SS:ID 0.0207633:0.014584:0.810973:0.00576432:90105:rs61770167
1 742813 rs112573343 C T . PASS AF=0.00181475 ES:SE:LP:AF:SS:ID 0.0121611:0.0279971:0.177818:0.00181475:90105:rs112573343
1 749963 rs529266287 T TAA . PASS AF=0.869063 ES:SE:LP:AF:SS:ID -0.0013474:0.0031318:0.175857:0.869063:90105:rs529266287
1 750230 rs190826124 G C . PASS AF=0.0015992 ES:SE:LP:AF:SS:ID -0.00168071:0.0276823:0.0215515:0.0015992:90105:rs190826124
1 751343 rs28544273 T A . PASS AF=0.123555 ES:SE:LP:AF:SS:ID 0.00219904:0.00310482:0.319864:0.123555:90105:rs28544273
1 751488 rs200141114 G GA . PASS AF=0.14307 ES:SE:LP:AF:SS:ID 0.00207033:0.00307349:0.300542:0.14307:90105:rs200141114
1 751756 rs28527770 T C . PASS AF=0.123692 ES:SE:LP:AF:SS:ID 0.00234374:0.00310031:0.347106:0.123692:90105:rs28527770
1 753405 rs3115860 C A . PASS AF=0.87006 ES:SE:LP:AF:SS:ID -0.00158917:0.00302101:0.222674:0.87006:90105:rs3115860
1 753425 rs3131970 T C . PASS AF=0.874709 ES:SE:LP:AF:SS:ID -0.00222861:0.00307011:0.329848:0.874709:90105:rs3131970
1 753541 rs2073813 G A . PASS AF=0.12937 ES:SE:LP:AF:SS:ID 0.00169654:0.00303039:0.239887:0.12937:90105:rs2073813
1 754105 rs12184325 C T . PASS AF=0.0358637 ES:SE:LP:AF:SS:ID 0.0001707:0.00553166:0.0108253:0.0358637:90105:rs12184325
1 754182 rs3131969 A G . PASS AF=0.869707 ES:SE:LP:AF:SS:ID -0.00155574:0.00301849:0.217332:0.869707:90105:rs3131969
1 754192 rs3131968 A G . PASS AF=0.869785 ES:SE:LP:AF:SS:ID -0.00164628:0.00301983:0.232364:0.869785:90105:rs3131968
1 754334 rs3131967 T C . PASS AF=0.869704 ES:SE:LP:AF:SS:ID -0.00155813:0.00301837:0.217739:0.869704:90105:rs3131967
1 754433 rs150578204 G A . PASS AF=0.00533145 ES:SE:LP:AF:SS:ID 0.00944455:0.015046:0.275566:0.00533145:90105:rs150578204
1 754458 rs142682604 G T . PASS AF=0.00529672 ES:SE:LP:AF:SS:ID 0.00940078:0.0150833:0.273177:0.00529672:90105:rs142682604
1 755435 rs184270342 T G . PASS AF=0.00566082 ES:SE:LP:AF:SS:ID -0.00251268:0.0148532:0.0626501:0.00566082:90105:rs184270342
1 755890 rs3115858 A T . PASS AF=0.869689 ES:SE:LP:AF:SS:ID -0.00162957:0.00301219:0.230242:0.869689:90105:rs3115858
1 756434 rs61768170 G C . PASS AF=0.126763 ES:SE:LP:AF:SS:ID 0.0016422:0.00307467:0.226748:0.126763:90105:rs61768170
1 756604 rs3131962 A G . PASS AF=0.869214 ES:SE:LP:AF:SS:ID -0.00149682:0.00300435:0.208778:0.869214:90105:rs3131962
1 757640 rs3115853 G A . PASS AF=0.868604 ES:SE:LP:AF:SS:ID -0.00177446:0.00300242:0.256087:0.868604:90105:rs3115853
1 757734 rs4951929 C T . PASS AF=0.869367 ES:SE:LP:AF:SS:ID -0.00162321:0.00300709:0.229634:0.869367:90105:rs4951929
1 757936 rs4951862 C A . PASS AF=0.869373 ES:SE:LP:AF:SS:ID -0.00162661:0.00300729:0.23019:0.869373:90105:rs4951862
1 758144 rs3131956 A G . PASS AF=0.869375 ES:SE:LP:AF:SS:ID -0.00161957:0.00300731:0.228999:0.869375:90105:rs3131956
1 758626 rs3131954 C T . PASS AF=0.869858 ES:SE:LP:AF:SS:ID -0.00171961:0.0030154:0.245276:0.869858:90105:rs3131954
1 759293 rs10157329 T A . PASS AF=0.0990209 ES:SE:LP:AF:SS:ID 0.00170993:0.00350983:0.203335:0.0990209:90105:rs10157329
1 759600 rs545998451 AGT A . PASS AF=0.00649969 ES:SE:LP:AF:SS:ID -0.00139546:0.0135321:0.0372207:0.00649969:90105:1_759600_AGT_A
1 759837 rs3115851 T A . PASS AF=0.873849 ES:SE:LP:AF:SS:ID -0.00207246:0.00306009:0.302556:0.873849:90105:rs3115851
1 761732 rs2286139 C T . PASS AF=0.86323 ES:SE:LP:AF:SS:ID -0.0017579:0.00300163:0.253279:0.86323:90105:rs2286139
1 761752 rs1057213 C T . PASS AF=0.868645 ES:SE:LP:AF:SS:ID -0.0016549:0.00303135:0.232757:0.868645:90105:rs1057213
1 762273 rs3115849 G A . PASS AF=0.865535 ES:SE:LP:AF:SS:ID -0.00137755:0.00303175:0.187381:0.865535:90105:rs3115849
1 762485 rs12095200 C A . PASS AF=0.0994347 ES:SE:LP:AF:SS:ID 0.00221127:0.00362818:0.265829:0.0994347:90105:rs12095200
1 762589 rs3115848 G C . PASS AF=0.870818 ES:SE:LP:AF:SS:ID -0.0014228:0.00306648:0.192018:0.870818:90105:rs3115848
1 762592 rs3131950 C G . PASS AF=0.870818 ES:SE:LP:AF:SS:ID -0.00142272:0.00306648:0.192005:0.870818:90105:rs3131950
1 762601 rs3131949 T C . PASS AF=0.870815 ES:SE:LP:AF:SS:ID -0.00142238:0.00306649:0.191951:0.870815:90105:rs3131949
1 762632 rs3131948 T A . PASS AF=0.871183 ES:SE:LP:AF:SS:ID -0.00135182:0.00306794:0.180796:0.871183:90105:rs3131948
1 764191 rs7515915 T G . PASS AF=0.126356 ES:SE:LP:AF:SS:ID 0.00190254:0.00307129:0.271147:0.126356:90105:rs7515915
1 766007 rs61768174 A C . PASS AF=0.10589 ES:SE:LP:AF:SS:ID -0.000150703:0.00333897:0.015923:0.10589:90105:rs61768174
1 766105 rs2519015 T A . PASS AF=0.854591 ES:SE:LP:AF:SS:ID -0.00150262:0.00300086:0.210023:0.854591:90105:rs2519015
1 767393 rs538667473 A C . PASS AF=0.00167824 ES:SE:LP:AF:SS:ID 0.0307451:0.0263517:0.613813:0.00167824:90105:rs538667473
1 768116 rs376645387 A AGTTTT . PASS AF=0.839278 ES:SE:LP:AF:SS:ID 0.00258205:0.00296441:0.415954:0.839278:90105:rs376645387