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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-30670_raw/ukb-d-30670_raw.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-30670_raw/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 15:02:49 2019
Reading summary statistics from /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/ukb-d-import/processed/ukb-d-30670_raw/ukb-d-30670_raw.vcf.gz ...
Read summary statistics for 13586011 SNPs.
Dropped 12711 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: 0.0912 (0.0052)
Lambda GC: 1.4148
Mean Chi^2: 1.699
Intercept: 1.0733 (0.0121)
Ratio: 0.1049 (0.0173)
Analysis finished at Mon Nov 25 15:05:33 2019
Total time elapsed: 2.0m:44.08s
{
"af_correlation": 0.9521,
"inflation_factor": 1.2483,
"mean_EFFECT": -0,
"n": 344052,
"n_snps": 13586011,
"n_clumped_hits": 156,
"n_p_sig": 18681,
"n_mono": 0,
"n_ns": 1251781,
"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": 569182,
"n_est": 345382.0016,
"ratio_se_n": 1.0019,
"mean_diff": 5.3461e-06,
"ratio_diff": 9.5929,
"sd_y_est1": 1.3387,
"sd_y_est2": 1.3413,
"r2_sum1": 0.0627,
"r2_sum2": 0.035,
"r2_sum3": 0.0349,
"r2_sum4": 0.0348,
"ldsc_nsnp_merge_refpanel_ld": 1283504,
"ldsc_nsnp_merge_regression_ld": 1283504,
"ldsc_observed_scale_h2_beta": 0.0912,
"ldsc_observed_scale_h2_se": 0.0052,
"ldsc_intercept_beta": 1.0733,
"ldsc_intercept_se": 0.0121,
"ldsc_lambda_gc": 1.4148,
"ldsc_mean_chisq": 1.699,
"ldsc_ratio": 0.1049
}
name | value |
---|---|
af_correlation | FALSE |
inflation_factor | TRUE |
n | FALSE |
is_snpid_non_unique | TRUE |
mean_EFFECT_nonfinite | FALSE |
mean_EFFECT_05 | FALSE |
mean_EFFECT_01 | FALSE |
mean_chisq | TRUE |
n_p_sig | TRUE |
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 | 13573964 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
character | REF | 0 | 1.0000000 | 1 | 100 | 0 | 57082 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
character | ALT | 0 | 1.0000000 | 1 | 342 | 0 | 33337 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
numeric | CHROM | 0 | 1.0000000 | NA | NA | NA | NA | NA | 9.051243e+00 | 6.184968e+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 | 7.902585e+07 | 5.591525e+07 | 3.02000e+02 | 3.293112e+07 | 7.013954e+07 | 1.148605e+08 | 2.492309e+08 | ▇▆▅▂▁ |
numeric | EFFECT | 0 | 1.0000000 | NA | NA | NA | NA | NA | -1.880000e-05 | 1.949720e-02 | -2.23990e-01 | -5.805600e-03 | -3.970000e-05 | 5.741300e-03 | 2.877500e-01 | ▁▁▇▁▁ |
numeric | SE | 0 | 1.0000000 | NA | NA | NA | NA | NA | 1.356140e-02 | 1.308160e-02 | 2.65330e-03 | 3.861200e-03 | 7.115100e-03 | 1.948900e-02 | 6.610600e-02 | ▇▂▁▁▁ |
numeric | PVAL | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.629143e-01 | 3.000969e-01 | 0.00000e+00 | 1.930799e-01 | 4.511002e-01 | 7.234308e-01 | 1.000000e+00 | ▇▆▆▆▆ |
numeric | PVAL_ztest | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.629139e-01 | 3.000971e-01 | 0.00000e+00 | 1.930810e-01 | 4.511017e-01 | 7.234325e-01 | 9.999999e-01 | ▇▆▆▆▆ |
numeric | AF | 0 | 1.0000000 | NA | NA | NA | NA | NA | 1.908095e-01 | 2.544043e-01 | 1.00000e-03 | 7.431400e-03 | 6.004000e-02 | 2.953200e-01 | 9.989990e-01 | ▇▂▁▁▁ |
numeric | AF_reference | 569182 | 0.9581053 | NA | NA | NA | NA | NA | 1.963391e-01 | 2.471025e-01 | 0.00000e+00 | 5.591000e-03 | 8.426520e-02 | 3.081070e-01 | 1.000000e+00 | ▇▂▁▁▁ |
numeric | N | 0 | 1.0000000 | NA | NA | NA | NA | NA | 3.440520e+05 | 0.000000e+00 | 3.44052e+05 | 3.440520e+05 | 3.440520e+05 | 3.440520e+05 | 3.440520e+05 | ▁▁▇▁▁ |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 692794 | rs530212009 | CA | C | -0.0001206 | 0.0056524 | 0.9829800 | 0.9829747 | 0.1105300 | 0.1894970 | 344052 |
1 | 693731 | rs12238997 | A | G | -0.0030796 | 0.0053384 | 0.5640206 | 0.5640226 | 0.1158200 | 0.1417730 | 344052 |
1 | 707522 | rs371890604 | G | C | 0.0015323 | 0.0060047 | 0.7985901 | 0.7985814 | 0.0972580 | 0.1293930 | 344052 |
1 | 717587 | rs144155419 | G | A | -0.0256520 | 0.0143360 | 0.0735495 | 0.0735598 | 0.0156620 | 0.0045926 | 344052 |
1 | 723329 | rs189787166 | A | T | -0.0407500 | 0.0422150 | 0.3343898 | 0.3343962 | 0.0017374 | 0.0003994 | 344052 |
1 | 730087 | rs148120343 | T | C | 0.0025869 | 0.0074397 | 0.7280497 | 0.7280538 | 0.0564400 | 0.0127796 | 344052 |
1 | 731718 | rs142557973 | T | C | -0.0015758 | 0.0050633 | 0.7556401 | 0.7556334 | 0.1217100 | 0.1543530 | 344052 |
1 | 732032 | rs61770163 | A | C | -0.0014269 | 0.0054028 | 0.7917006 | 0.7916999 | 0.1211100 | 0.1555510 | 344052 |
1 | 734349 | rs141242758 | T | C | -0.0015608 | 0.0050660 | 0.7580101 | 0.7580114 | 0.1209300 | 0.1525560 | 344052 |
1 | 740284 | rs61770167 | C | T | -0.0256210 | 0.0232390 | 0.2702502 | 0.2702443 | 0.0057558 | 0.0023962 | 344052 |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
23 | 154923311 | rs141127553 | C | T | 0.0070630 | 0.0058514 | 0.2274102 | 0.2274084 | 0.056187 | 0.0309934 | 344052 |
23 | 154923374 | rs111332691 | T | A | 0.0092501 | 0.0064232 | 0.1498401 | 0.1498369 | 0.044867 | 0.0116556 | 344052 |
23 | 154925045 | rs509981 | C | T | 0.0014554 | 0.0030938 | 0.6380504 | 0.6380516 | 0.245680 | 0.3634440 | 344052 |
23 | 154925895 | rs538470 | C | T | 0.0015774 | 0.0031648 | 0.6181900 | 0.6181880 | 0.242020 | 0.3634440 | 344052 |
23 | 154927581 | rs644138 | G | A | 0.0031233 | 0.0029096 | 0.2830799 | 0.2830708 | 0.302260 | 0.4635760 | 344052 |
23 | 154929412 | rs557132 | C | T | 0.0013495 | 0.0030947 | 0.6627901 | 0.6627873 | 0.245540 | 0.3568210 | 344052 |
23 | 154929637 | rs35185538 | CT | C | 0.0018651 | 0.0032300 | 0.5636597 | 0.5636488 | 0.229780 | 0.3011920 | 344052 |
23 | 154929952 | rs4012982 | CAA | C | 0.0015959 | 0.0032547 | 0.6238799 | 0.6238954 | 0.239510 | 0.3165560 | 344052 |
23 | 154930230 | rs781880 | A | G | 0.0015654 | 0.0030942 | 0.6129203 | 0.6129168 | 0.245940 | 0.3618540 | 344052 |
23 | 154930487 | rs781879 | T | A | 0.0178660 | 0.0106070 | 0.0921086 | 0.0921122 | 0.019561 | 0.1263580 | 344052 |
1 692794 rs530212009 CA C . PASS AF=0.11053 ES:SE:LP:AF:SS:ID -0.00012062:0.0056524:0.00745532:0.11053:344052:1_692794_CA_C
1 693731 rs12238997 A G . PASS AF=0.11582 ES:SE:LP:AF:SS:ID -0.0030796:0.0053384:0.248705:0.11582:344052:rs12238997
1 707522 rs371890604 G C . PASS AF=0.097258 ES:SE:LP:AF:SS:ID 0.0015323:0.0060047:0.0976761:0.097258:344052:rs371890604
1 717587 rs144155419 G A . PASS AF=0.015662 ES:SE:LP:AF:SS:ID -0.025652:0.014336:1.13342:0.015662:344052:rs144155419
1 723329 rs189787166 A T . PASS AF=0.0017374 ES:SE:LP:AF:SS:ID -0.04075:0.042215:0.475747:0.0017374:344052:rs189787166
1 730087 rs148120343 T C . PASS AF=0.05644 ES:SE:LP:AF:SS:ID 0.0025869:0.0074397:0.137839:0.05644:344052:rs148120343
1 731718 rs58276399 T C . PASS AF=0.12171 ES:SE:LP:AF:SS:ID -0.0015758:0.0050633:0.121685:0.12171:344052:rs58276399
1 732032 rs61770163 A C . PASS AF=0.12111 ES:SE:LP:AF:SS:ID -0.0014269:0.0054028:0.101439:0.12111:344052:rs61770163
1 734349 rs141242758 T C . PASS AF=0.12093 ES:SE:LP:AF:SS:ID -0.0015608:0.005066:0.120325:0.12093:344052:rs141242758
1 740284 rs61770167 C T . PASS AF=0.0057558 ES:SE:LP:AF:SS:ID -0.025621:0.023239:0.568234:0.0057558:344052:rs61770167
1 742813 rs112573343 C T . PASS AF=0.0018603 ES:SE:LP:AF:SS:ID -0.055456:0.044071:0.681373:0.0018603:344052:rs112573343
1 749963 rs529266287 T TAA . PASS AF=0.86979 ES:SE:LP:AF:SS:ID 0.0015522:0.0049947:0.121495:0.86979:344052:rs529266287
1 750230 rs190826124 G C . PASS AF=0.0015199 ES:SE:LP:AF:SS:ID -0.089868:0.045401:1.32085:0.0015199:344052:rs190826124
1 751343 rs28544273 T A . PASS AF=0.12289 ES:SE:LP:AF:SS:ID -0.0016636:0.0049461:0.132762:0.12289:344052:rs28544273
1 751488 rs200141114 G GA . PASS AF=0.14271 ES:SE:LP:AF:SS:ID -0.0002909:0.0048885:0.0211122:0.14271:344052:rs200141114
1 751756 rs28527770 T C . PASS AF=0.12301 ES:SE:LP:AF:SS:ID -0.0015623:0.0049392:0.123921:0.12301:344052:rs28527770
1 753405 rs3115860 C A . PASS AF=0.87095 ES:SE:LP:AF:SS:ID 0.0021264:0.0048139:0.181326:0.87095:344052:rs3115860
1 753425 rs3131970 T C . PASS AF=0.87551 ES:SE:LP:AF:SS:ID 0.0017057:0.004893:0.138233:0.87551:344052:rs3131970
1 753541 rs2073813 G A . PASS AF=0.12859 ES:SE:LP:AF:SS:ID -0.0012256:0.0048257:0.0971761:0.12859:344052:rs2073813
1 754105 rs12184325 C T . PASS AF=0.036311 ES:SE:LP:AF:SS:ID 0.0028799:0.0087627:0.12935:0.036311:344052:rs12184325
1 754182 rs3131969 A G . PASS AF=0.87054 ES:SE:LP:AF:SS:ID 0.0019469:0.0048088:0.163942:0.87054:344052:rs3131969
1 754192 rs3131968 A G . PASS AF=0.87064 ES:SE:LP:AF:SS:ID 0.0019513:0.0048111:0.164278:0.87064:344052:rs3131968
1 754334 rs3131967 T C . PASS AF=0.87054 ES:SE:LP:AF:SS:ID 0.0018986:0.0048087:0.159292:0.87054:344052:rs3131967
1 754433 rs150578204 G A . PASS AF=0.0050489 ES:SE:LP:AF:SS:ID 0.017:0.024667:0.309166:0.0050489:344052:rs150578204
1 754458 rs142682604 G T . PASS AF=0.0050159 ES:SE:LP:AF:SS:ID 0.017481:0.024733:0.31903:0.0050159:344052:rs142682604
1 755435 rs184270342 T G . PASS AF=0.0055497 ES:SE:LP:AF:SS:ID 0.0004581:0.023995:0.00666519:0.0055497:344052:rs184270342
1 755890 rs3115858 A T . PASS AF=0.87063 ES:SE:LP:AF:SS:ID 0.0021092:0.0048004:0.1802:0.87063:344052:rs3115858
1 756434 rs61768170 G C . PASS AF=0.12593 ES:SE:LP:AF:SS:ID -0.0017926:0.0048977:0.146083:0.12593:344052:rs61768170
1 756604 rs3131962 A G . PASS AF=0.8702 ES:SE:LP:AF:SS:ID 0.0023637:0.004789:0.206482:0.8702:344052:rs3131962
1 757640 rs3115853 G A . PASS AF=0.86948 ES:SE:LP:AF:SS:ID 0.0017724:0.0047846:0.1481:0.86948:344052:rs3115853
1 757734 rs4951929 C T . PASS AF=0.87035 ES:SE:LP:AF:SS:ID 0.0021244:0.004793:0.182038:0.87035:344052:rs4951929
1 757936 rs4951862 C A . PASS AF=0.87035 ES:SE:LP:AF:SS:ID 0.0021183:0.0047933:0.181418:0.87035:344052:rs4951862
1 758144 rs3131956 A G . PASS AF=0.87036 ES:SE:LP:AF:SS:ID 0.0021602:0.0047935:0.185593:0.87036:344052:rs3131956
1 758626 rs3131954 C T . PASS AF=0.8708 ES:SE:LP:AF:SS:ID 0.0019888:0.0048056:0.168137:0.8708:344052:rs3131954
1 759293 rs10157329 T A . PASS AF=0.098802 ES:SE:LP:AF:SS:ID -0.0021579:0.0055851:0.155386:0.098802:344052:rs10157329
1 759600 rs545998451 AGT A . PASS AF=0.0064355 ES:SE:LP:AF:SS:ID 0.017304:0.021679:0.371856:0.0064355:344052:1_759600_AGT_A
1 759837 rs3115851 T A . PASS AF=0.87469 ES:SE:LP:AF:SS:ID 0.0022671:0.0048768:0.192451:0.87469:344052:rs3115851
1 761732 rs2286139 C T . PASS AF=0.8641 ES:SE:LP:AF:SS:ID 0.0022837:0.0047834:0.198548:0.8641:344052:rs2286139
1 761752 rs1057213 C T . PASS AF=0.86948 ES:SE:LP:AF:SS:ID 0.0016071:0.004829:0.131191:0.86948:344052:rs1057213
1 762273 rs3115849 G A . PASS AF=0.86642 ES:SE:LP:AF:SS:ID 0.0023689:0.00483:0.204941:0.86642:344052:rs3115849
1 762485 rs12095200 C A . PASS AF=0.09875 ES:SE:LP:AF:SS:ID -0.0056394:0.005782:0.48229:0.09875:344052:rs12095200
1 762589 rs3115848 G C . PASS AF=0.8716 ES:SE:LP:AF:SS:ID 0.0021954:0.0048852:0.184987:0.8716:344052:rs3115848
1 762592 rs3131950 C G . PASS AF=0.8716 ES:SE:LP:AF:SS:ID 0.002195:0.0048852:0.184947:0.8716:344052:rs3131950
1 762601 rs3131949 T C . PASS AF=0.8716 ES:SE:LP:AF:SS:ID 0.0022111:0.0048853:0.186526:0.8716:344052:rs3131949
1 762632 rs3131948 T A . PASS AF=0.87197 ES:SE:LP:AF:SS:ID 0.0019685:0.004888:0.162948:0.87197:344052:rs3131948
1 764191 rs7515915 T G . PASS AF=0.12553 ES:SE:LP:AF:SS:ID -0.0016858:0.0048914:0.136457:0.12553:344052:rs7515915
1 766007 rs61768174 A C . PASS AF=0.1054 ES:SE:LP:AF:SS:ID 0.0020817:0.0053262:0.157441:0.1054:344052:rs61768174
1 766105 rs2519015 T A . PASS AF=0.85545 ES:SE:LP:AF:SS:ID 0.00070515:0.0047814:0.0541574:0.85545:344052:rs2519015
1 767393 rs538667473 A C . PASS AF=0.0016561 ES:SE:LP:AF:SS:ID -0.046073:0.042322:0.558588:0.0016561:344052:rs538667473
1 768116 rs376645387 A AGTTTT . PASS AF=0.83824 ES:SE:LP:AF:SS:ID 0.0055477:0.0047083:0.622184:0.83824:344052:rs376645387