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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-83/ieu-a-83.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-83/ldsc.txt \
--w-ld-chr /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/reference/eur_w_ld_chr/
Beginning analysis at Tue Feb 4 19:40:21 2020
Reading summary statistics from /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/ieu-a-import/processed/ieu-a-83/ieu-a-83.vcf.gz ...
Read summary statistics for 2145319 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, 1027851 SNPs remain.
After merging with regression SNP LD, 1027851 SNPs remain.
Using two-step estimator with cutoff at 30.
Total Observed scale h2: 0.1224 (0.0101)
Lambda GC: 1.0265
Mean Chi^2: 1.0495
Intercept: 0.9094 (0.0073)
Ratio < 0 (usually indicates GC correction).
Analysis finished at Tue Feb 4 19:40:48 2020
Total time elapsed: 26.96s
{
"af_correlation": 0.9052,
"inflation_factor": 1.0475,
"mean_EFFECT": -3.8589e-06,
"n": 93480,
"n_snps": 2145319,
"n_clumped_hits": 6,
"n_p_sig": 95,
"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": 7311,
"n_miss_AF_reference": 16719,
"n_est": 95179.047,
"ratio_se_n": 1.009,
"mean_diff": 2.0038e-06,
"ratio_diff": 3.2185,
"sd_y_est1": 1.3898,
"sd_y_est2": 1.4024,
"r2_sum1": 0.0029,
"r2_sum2": 0.0015,
"r2_sum3": 0.0015,
"r2_sum4": 0.0024,
"ldsc_nsnp_merge_refpanel_ld": 1027851,
"ldsc_nsnp_merge_regression_ld": 1027851,
"ldsc_observed_scale_h2_beta": 0.1224,
"ldsc_observed_scale_h2_se": 0.0101,
"ldsc_intercept_beta": 0.9094,
"ldsc_intercept_se": 0.0073,
"ldsc_lambda_gc": 1.0265,
"ldsc_mean_chisq": 1.0495,
"ldsc_ratio": -1.8303
}
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 | 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 | 42 | 0 | 2145319 | 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 | 8.514304e+00 | 5.615595e+00 | 1.0000e+00 | 4.000000e+00 | 8.000000e+00 | 1.200000e+01 | 2.300000e+01 | ▇▅▅▂▂ |
numeric | POS | 0 | 1.0000000 | NA | NA | NA | NA | NA | 7.900599e+07 | 5.538669e+07 | 1.3034e+04 | 3.308772e+07 | 7.051721e+07 | 1.142307e+08 | 2.491747e+08 | ▇▇▅▂▁ |
numeric | EFFECT | 0 | 1.0000000 | NA | NA | NA | NA | NA | -3.900000e-06 | 9.607500e-03 | -1.1000e-01 | -5.700000e-03 | 0.000000e+00 | 5.600000e-03 | 1.200000e-01 | ▁▁▇▁▁ |
numeric | SE | 0 | 1.0000000 | NA | NA | NA | NA | NA | 8.919800e-03 | 3.306300e-03 | 4.9000e-03 | 6.800000e-03 | 7.600000e-03 | 9.900000e-03 | 5.300000e-02 | ▇▁▁▁▁ |
numeric | PVAL | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.956467e-01 | 2.910394e-01 | 0.0000e+00 | 2.399999e-01 | 4.899999e-01 | 7.499995e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | PVAL_ztest | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.956387e-01 | 2.909210e-01 | 0.0000e+00 | 2.433450e-01 | 4.942630e-01 | 7.478856e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | AF | 7311 | 0.9965921 | NA | NA | NA | NA | NA | 3.754182e-01 | 2.623567e-01 | 8.3000e-03 | 1.500000e-01 | 3.167000e-01 | 5.750000e-01 | 9.917000e-01 | ▇▆▅▃▂ |
numeric | AF_reference | 16719 | 0.9922068 | NA | NA | NA | NA | NA | 3.762089e-01 | 2.462155e-01 | 1.9970e-04 | 1.691290e-01 | 3.220850e-01 | 5.567090e-01 | 9.996010e-01 | ▇▇▅▃▂ |
numeric | N | 0 | 1.0000000 | NA | NA | NA | NA | NA | 5.697486e+04 | 7.150272e+03 | 5.0000e+04 | 5.594700e+04 | 5.644300e+04 | 5.652200e+04 | 9.348000e+04 | ▇▁▁▁▁ |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 785050 | rs2905062 | G | A | 0.0010 | 0.0092 | 0.9100000 | 0.9134439 | NA | 0.626997 | 58652 |
1 | 1003629 | rs4075116 | C | T | 0.0090 | 0.0082 | 0.2700001 | 0.2723962 | 0.73730 | 0.720647 | 53615 |
1 | 1017170 | rs3766193 | C | G | 0.0110 | 0.0075 | 0.1299999 | 0.1424668 | 0.56670 | 0.575479 | 54154 |
1 | 1017197 | rs3766192 | C | T | 0.0120 | 0.0072 | 0.0879995 | 0.0955807 | 0.57630 | 0.511182 | 54437 |
1 | 1018562 | rs9442371 | C | T | 0.0130 | 0.0071 | 0.0759994 | 0.0671026 | 0.59170 | 0.530152 | 54480 |
1 | 1018704 | rs9442372 | A | G | 0.0100 | 0.0071 | 0.1499999 | 0.1589977 | 0.60170 | 0.611022 | 54487 |
1 | 1021415 | rs3737728 | A | G | 0.0090 | 0.0077 | 0.2399999 | 0.2424717 | 0.71670 | 0.812700 | 54763 |
1 | 1021695 | rs9442398 | A | G | 0.0110 | 0.0081 | 0.1600000 | 0.1744558 | 0.72500 | 0.727236 | 54638 |
1 | 1097335 | rs9442385 | T | G | -0.0051 | 0.0130 | 0.6999999 | 0.6948309 | 0.94167 | 0.834665 | 51620 |
1 | 1099342 | rs9660710 | A | C | -0.0017 | 0.0130 | 0.8900000 | 0.8959579 | 0.94068 | 0.829872 | 54300 |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
22 | 51151350 | rs6009951 | C | T | 0.0110 | 0.0071 | 0.1100001 | 0.1213106 | 0.4000 | 0.5559110 | 55474 |
22 | 51151724 | rs6010061 | C | T | 0.0120 | 0.0072 | 0.0980009 | 0.0955807 | 0.3833 | 0.6098240 | 55304 |
22 | 51158017 | rs6010065 | G | C | 0.0120 | 0.0068 | 0.0879995 | 0.0776132 | 0.4417 | 0.5475240 | 55181 |
22 | 51163138 | rs715586 | C | T | 0.0018 | 0.0076 | 0.8100000 | 0.8127793 | 0.1500 | 0.0902556 | 85516 |
22 | 51165664 | rs8137951 | G | A | 0.0034 | 0.0055 | 0.5400003 | 0.5364555 | 0.2750 | 0.4063500 | 91425 |
22 | 51178090 | rs2285395 | G | A | 0.0150 | 0.0110 | 0.1600000 | 0.1726820 | 0.0667 | 0.0666933 | 87344 |
23 | 35921591 | rs2204667 | C | G | 0.0160 | 0.0088 | 0.0759994 | 0.0690363 | 0.1667 | NA | 56471 |
23 | 51666786 | rs14115 | A | G | 0.0098 | 0.0140 | 0.5000000 | 0.4839273 | 0.0250 | NA | 51110 |
23 | 70163799 | rs1626496 | A | C | 0.0110 | 0.0130 | 0.3900004 | 0.3974669 | 0.0750 | NA | 56484 |
23 | 118495837 | rs12882977 | G | A | 0.0097 | 0.0065 | 0.1400000 | 0.1356185 | 0.5167 | 0.2307280 | 56406 |
1 785050 rs2905062 G A . PASS . ES:SE:LP:SS:ID 0.001:0.0092:0.0409586:58652:rs2905062
1 1003629 rs4075116 C T . PASS AF=0.7373 ES:SE:LP:AF:SS:ID 0.009:0.0082:0.568636:0.7373:53615:rs4075116
1 1017170 rs3766193 C G . PASS AF=0.5667 ES:SE:LP:AF:SS:ID 0.011:0.0075:0.886057:0.5667:54154:rs3766193
1 1017197 rs3766192 C T . PASS AF=0.5763 ES:SE:LP:AF:SS:ID 0.012:0.0072:1.05552:0.5763:54437:rs3766192
1 1018562 rs9442371 C T . PASS AF=0.5917 ES:SE:LP:AF:SS:ID 0.013:0.0071:1.11919:0.5917:54480:rs9442371
1 1018704 rs9442372 A G . PASS AF=0.6017 ES:SE:LP:AF:SS:ID 0.01:0.0071:0.823909:0.6017:54487:rs9442372
1 1021415 rs3737728 A G . PASS AF=0.7167 ES:SE:LP:AF:SS:ID 0.009:0.0077:0.619789:0.7167:54763:rs3737728
1 1021695 rs9442398 A G . PASS AF=0.725 ES:SE:LP:AF:SS:ID 0.011:0.0081:0.79588:0.725:54638:rs9442398
1 1097335 rs9442385 T G . PASS AF=0.94167 ES:SE:LP:AF:SS:ID -0.0051:0.013:0.154902:0.94167:51620:rs9442385
1 1099342 rs9660710 A C . PASS AF=0.94068 ES:SE:LP:AF:SS:ID -0.0017:0.013:0.05061:0.94068:54300:rs9660710
1 1100217 rs1891905 C T . PASS AF=0.95833 ES:SE:LP:AF:SS:ID 0.019:0.018:0.552842:0.95833:54064:rs1891905
1 1124663 rs6684820 G A . PASS AF=0.2667 ES:SE:LP:AF:SS:ID 0.0026:0.0083:0.124939:0.2667:53843:rs6684820
1 1125553 rs10907174 A T . PASS AF=0.225 ES:SE:LP:AF:SS:ID 0.008:0.0087:0.443698:0.225:53741:rs10907174
1 1130727 rs10907175 A C . PASS AF=0.1 ES:SE:LP:AF:SS:ID 0.0062:0.012:0.21467:0.1:54863:rs10907175
1 1135242 rs9729550 A C . PASS AF=0.275 ES:SE:LP:AF:SS:ID 0.0022:0.0081:0.102373:0.275:53774:rs9729550
1 1138913 rs3819001 T C . PASS AF=0.0431 ES:SE:LP:AF:SS:ID -0.017:0.018:0.455932:0.0431:52121:rs3819001
1 1140435 rs1815606 G T . PASS AF=0.3103 ES:SE:LP:AF:SS:ID -0.0033:0.0062:0.229148:0.3103:72161:rs1815606
1 1143657 rs3753348 C G . PASS AF=0.03333 ES:SE:LP:AF:SS:ID -0.015:0.02:0.337242:0.03333:52119:rs3753348
1 1152631 rs11721 C A . PASS AF=0.08333 ES:SE:LP:AF:SS:ID 0.016:0.013:0.69897:0.08333:53056:rs11721
1 1158277 rs3813199 G A . PASS AF=0.1 ES:SE:LP:AF:SS:ID 0.0085:0.012:0.327902:0.1:54766:rs3813199
1 1162435 rs3766186 C A . PASS AF=0.1 ES:SE:LP:AF:SS:ID 0.0096:0.012:0.376751:0.1:54753:rs3766186
1 1163804 rs7515488 C T . PASS AF=0.15 ES:SE:LP:AF:SS:ID -0.0001:0.01:0.00436481:0.15:54714:rs7515488
1 1165310 rs11260562 G A . PASS AF=0.05172 ES:SE:LP:AF:SS:ID -0.0084:0.016:0.221849:0.05172:51440:rs11260562
1 1176597 rs6675798 T C . PASS AF=0.1083 ES:SE:LP:AF:SS:ID 0.018:0.012:0.79588:0.1083:52003:rs6675798
1 1181751 rs6603783 T C . PASS AF=0.1 ES:SE:LP:AF:SS:ID 0.016:0.013:0.69897:0.1:53070:rs6603783
1 1192515 rs7524470 A G . PASS AF=0.05833 ES:SE:LP:AF:SS:ID -0.012:0.019:0.29243:0.05833:50050:rs7524470
1 1194804 rs11804831 T C . PASS AF=0.2083 ES:SE:LP:AF:SS:ID 0.0035:0.0093:0.148742:0.2083:54645:rs11804831
1 1198618 rs12563338 T A . PASS AF=0.04167 ES:SE:LP:AF:SS:ID -0.022:0.019:0.60206:0.04167:53299:rs12563338
1 1206343 rs6667923 C A . PASS AF=0.05833 ES:SE:LP:AF:SS:ID -0.0086:0.018:0.19382:0.05833:54459:rs6667923
1 1206619 rs6668223 C A . PASS AF=0.0339 ES:SE:LP:AF:SS:ID -0.0059:0.021:0.107905:0.0339:54246:rs6668223
1 1211292 rs6685064 C T . PASS AF=0.1 ES:SE:LP:AF:SS:ID -0.019:0.013:0.853872:0.1:53318:rs6685064
1 1474304 rs1571150 C A . PASS AF=0.3 ES:SE:LP:AF:SS:ID -0.0056:0.007:0.376751:0.3:55982:rs1571150
1 1478153 rs3766180 T C . PASS AF=0.2417 ES:SE:LP:AF:SS:ID -0.0062:0.0073:0.39794:0.2417:56404:rs3766180
1 1478180 rs3766178 T C . PASS AF=0.2667 ES:SE:LP:AF:SS:ID -0.0068:0.0073:0.455932:0.2667:56279:rs3766178
1 1481348 rs3766177 T C . PASS . ES:SE:LP:SS:ID -0.0041:0.0079:0.221849:55307:rs3766177
1 1483010 rs7517401 G A . PASS AF=0.2833 ES:SE:LP:AF:SS:ID -0.0053:0.0073:0.327902:0.2833:55848:rs7517401
1 1486834 rs3128342 C A . PASS AF=0.3333 ES:SE:LP:AF:SS:ID -0.0036:0.0074:0.200659:0.3333:50812:rs3128342
1 1489670 rs7531530 C T . PASS AF=0.25 ES:SE:LP:AF:SS:ID -0.0044:0.0075:0.251812:0.25:55903:rs7531530
1 1489928 rs7366884 T C . PASS AF=0.25 ES:SE:LP:AF:SS:ID -0.0046:0.0077:0.259637:0.25:55899:rs7366884
1 1497201 rs3766169 A C . PASS AF=0.2458 ES:SE:LP:AF:SS:ID -0.0059:0.0072:0.387216:0.2458:56447:rs3766169
1 1499298 rs9439468 A G . PASS AF=0.3103 ES:SE:LP:AF:SS:ID -0.0052:0.0069:0.346787:0.3103:56372:rs9439468
1 1500941 rs6603791 A G . PASS AF=0.3 ES:SE:LP:AF:SS:ID -0.0049:0.0069:0.318759:0.3:56380:rs6603791
1 1501064 rs6656541 T G . PASS AF=0.3 ES:SE:LP:AF:SS:ID -0.0049:0.007:0.318759:0.3:56365:rs6656541
1 1505255 rs6603793 C T . PASS AF=0.3 ES:SE:LP:AF:SS:ID -0.0049:0.0069:0.318759:0.3:56340:rs6603793
1 1509034 rs7520996 T C . PASS AF=0.2797 ES:SE:LP:AF:SS:ID -0.0039:0.0071:0.236572:0.2797:55965:rs7520996
1 1510801 rs7519837 C T . PASS AF=0.2917 ES:SE:LP:AF:SS:ID -0.0046:0.0071:0.283997:0.2917:55986:rs7519837
1 1706136 rs6603811 T C . PASS AF=0.97458 ES:SE:LP:AF:SS:ID -0.014:0.012:0.638272:0.97458:78632:rs6603811
1 1706160 rs7531583 A G . PASS AF=0.7833 ES:SE:LP:AF:SS:ID -0.0056:0.0059:0.468521:0.7833:91239:rs7531583
1 1708801 rs12044597 A G . PASS AF=0.5169 ES:SE:LP:AF:SS:ID -0.0072:0.005:0.823909:0.5169:91254:rs12044597
1 1721479 rs2272908 C T . PASS AF=0.5167 ES:SE:LP:AF:SS:ID -0.0042:0.0065:0.283997:0.5167:56511:rs2272908