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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-781/ieu-a-781.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-781/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 11:34:13 2020
Reading summary statistics from /mnt/storage/private/mrcieu/research/scratch/IGD/data/dev/ieu-a-import/processed/ieu-a-781/ieu-a-781.vcf.gz ...
Read summary statistics for 119270 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, 53290 SNPs remain.
After merging with regression SNP LD, 53290 SNPs remain.
WARNING: number of SNPs less than 200k; this is almost always bad.
Using two-step estimator with cutoff at 30.
Total Observed scale h2: 1.2236 (0.4191)
Lambda GC: 1.2921
Mean Chi^2: 2.4726
Intercept: 1.1351 (0.0461)
Ratio: 0.0918 (0.0313)
Analysis finished at Wed Feb 5 11:34:23 2020
Total time elapsed: 9.63s
{
"af_correlation": 0.9365,
"inflation_factor": 1.2204,
"mean_EFFECT": 0.0002,
"n": 83197.6,
"n_snps": 119270,
"n_clumped_hits": 41,
"n_p_sig": 1423,
"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": 25,
"n_miss_AF_reference": 756,
"n_est": 80842.0017,
"ratio_se_n": 0.9857,
"mean_diff": -7.6506e-06,
"ratio_diff": 3.7537,
"sd_y_est1": 1.0679,
"sd_y_est2": 1.0527,
"r2_sum1": 0.0866,
"r2_sum2": 0.0759,
"r2_sum3": 0.0782,
"r2_sum4": 0.0784,
"ldsc_nsnp_merge_refpanel_ld": 53290,
"ldsc_nsnp_merge_regression_ld": 53290,
"ldsc_observed_scale_h2_beta": 1.2236,
"ldsc_observed_scale_h2_se": 0.4191,
"ldsc_intercept_beta": 1.1351,
"ldsc_intercept_se": 0.0461,
"ldsc_lambda_gc": 1.2921,
"ldsc_mean_chisq": 2.4726,
"ldsc_ratio": 0.0917
}
name | value |
---|---|
name | value |
af_correlation | FALSE |
inflation_factor | TRUE |
n | FALSE |
is_snpid_non_unique | FALSE |
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×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 | 5 | 23 | 0 | 119270 | 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 | 8.655454e+00 | 5.544551e+00 | 1.0000e+00 | 4.000000e+00 | 8.000000e+00 | 1.200000e+01 | 2.200000e+01 | ▇▆▆▃▂ |
numeric | POS | 0 | 1.0000000 | NA | NA | NA | NA | NA | 7.376183e+07 | 5.532306e+07 | 4.0483e+04 | 2.795968e+07 | 6.162139e+07 | 1.108185e+08 | 2.491546e+08 | ▇▅▃▂▁ |
numeric | EFFECT | 0 | 1.0000000 | NA | NA | NA | NA | NA | 1.918000e-04 | 1.921650e-02 | -5.8980e-01 | -6.400000e-03 | 0.000000e+00 | 6.400000e-03 | 3.090000e-01 | ▁▁▁▇▁ |
numeric | SE | 0 | 1.0000000 | NA | NA | NA | NA | NA | 1.092330e-02 | 1.094530e-02 | 5.1000e-03 | 5.600000e-03 | 7.100000e-03 | 1.140000e-02 | 2.455000e-01 | ▇▁▁▁▁ |
numeric | PVAL | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.644603e-01 | 3.029176e-01 | 0.0000e+00 | 1.939001e-01 | 4.561997e-01 | 7.289001e-01 | 1.000000e+00 | ▇▆▆▆▆ |
numeric | PVAL_ztest | 0 | 1.0000000 | NA | NA | NA | NA | NA | 4.489947e-01 | 3.054321e-01 | 0.0000e+00 | 1.721322e-01 | 4.335827e-01 | 7.144743e-01 | 1.000000e+00 | ▇▆▅▅▅ |
numeric | AF | 25 | 0.9997904 | NA | NA | NA | NA | NA | 2.830127e-01 | 2.628648e-01 | 1.3190e-03 | 6.332000e-02 | 1.953000e-01 | 4.446000e-01 | 9.986810e-01 | ▇▃▂▂▁ |
numeric | AF_reference | 756 | 0.9936614 | NA | NA | NA | NA | NA | 2.864424e-01 | 2.548989e-01 | 1.9970e-04 | 7.967250e-02 | 2.044730e-01 | 4.394970e-01 | 1.000000e+00 | ▇▃▂▂▁ |
numeric | N | 0 | 1.0000000 | NA | NA | NA | NA | NA | 7.753923e+04 | 1.123076e+04 | 2.0001e+04 | 7.735350e+04 | 8.297620e+04 | 8.311200e+04 | 8.319760e+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 | 721290 | rs12565286 | G | C | -0.0587 | 0.0257 | 0.0160901 | 0.0223688 | 0.04354 | 0.0371406 | 30614.1 |
1 | 1140435 | rs1815606 | G | T | -0.0148 | 0.0057 | 0.0135500 | 0.0094181 | 0.31270 | 0.7120610 | 75333.0 |
1 | 1706136 | rs6603811 | T | C | -0.0011 | 0.0108 | 0.9809000 | 0.9188743 | 0.93668 | 0.7466050 | 82531.1 |
1 | 1706160 | rs7531583 | A | G | -0.0008 | 0.0062 | 0.9394001 | 0.8973321 | 0.75730 | 0.5832670 | 77222.0 |
1 | 1708801 | rs12044597 | A | G | 0.0061 | 0.0053 | 0.2737001 | 0.2497555 | 0.51060 | 0.3602240 | 77205.1 |
1 | 1723031 | rs9660180 | G | A | 0.0053 | 0.0054 | 0.3595001 | 0.3263554 | 0.51320 | 0.3580270 | 74405.9 |
1 | 1812688 | rs6603803 | A | G | 0.0053 | 0.0053 | 0.3297000 | 0.3173105 | 0.50790 | 0.3606230 | 76869.0 |
1 | 1823922 | rs6688000 | A | G | -0.0081 | 0.0114 | 0.5748996 | 0.4773778 | 0.94195 | 0.7651760 | 82524.6 |
1 | 1874326 | rs2803328 | C | G | 0.0083 | 0.0055 | 0.1650000 | 0.1312756 | 0.50000 | 0.3835860 | 70716.0 |
1 | 2035379 | rs10910029 | A | G | -0.0029 | 0.0053 | 0.5976006 | 0.5842621 | 0.62270 | 0.5315500 | 82513.1 |
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 | 50661869 | rs5771242 | T | C | 0.0071 | 0.0059 | 0.2247000 | 0.2288255 | 0.76780 | 0.8512380 | 82509.0 |
22 | 50672097 | rs17248301 | T | C | -0.0046 | 0.0197 | 0.8232001 | 0.8153712 | 0.01583 | 0.0517173 | 71802.5 |
22 | 50858813 | rs7410608 | G | C | 0.0122 | 0.0053 | 0.0281501 | 0.0213416 | 0.34960 | 0.4916130 | 82394.1 |
22 | 50873497 | rs1134848 | C | T | -0.0135 | 0.0100 | 0.1605000 | 0.1770160 | 0.13980 | 0.0529153 | 51716.0 |
22 | 50873694 | rs2273259 | T | C | 0.0100 | 0.0057 | 0.0882592 | 0.0793644 | 0.33910 | 0.4802320 | 72178.1 |
22 | 50878927 | rs12171249 | G | A | -0.0089 | 0.0062 | 0.1737001 | 0.1511493 | 0.28760 | 0.2062700 | 73882.0 |
22 | 51062832 | rs8142033 | G | A | 0.0016 | 0.0101 | 0.8372000 | 0.8741291 | 0.08575 | 0.1773160 | 82502.5 |
22 | 51163138 | rs715586 | C | T | -0.0089 | 0.0075 | 0.2391002 | 0.2353591 | 0.12140 | 0.0902556 | 80673.9 |
22 | 51165664 | rs8137951 | G | A | 0.0053 | 0.0055 | 0.3577997 | 0.3352283 | 0.28100 | 0.4063500 | 82520.0 |
22 | 51178090 | rs2285395 | G | A | 0.0161 | 0.0116 | 0.1647002 | 0.1651580 | 0.05145 | 0.0666933 | 77204.8 |
1 721290 rs12565286 G C . PASS AF=0.04354 ES:SE:LP:AF:SS:ID -0.0587:0.0257:1.79344:0.04354:30614.1:rs12565286
1 1140435 rs1815606 G T . PASS AF=0.3127 ES:SE:LP:AF:SS:ID -0.0148:0.0057:1.86806:0.3127:75333:rs1815606
1 1706136 rs6603811 T C . PASS AF=0.93668 ES:SE:LP:AF:SS:ID -0.0011:0.0108:0.00837527:0.93668:82531.1:rs6603811
1 1706160 rs7531583 A G . PASS AF=0.7573 ES:SE:LP:AF:SS:ID -0.0008:0.0062:0.0271494:0.7573:77222:rs7531583
1 1708801 rs12044597 A G . PASS AF=0.5106 ES:SE:LP:AF:SS:ID 0.0061:0.0053:0.562725:0.5106:77205.1:rs12044597
1 1723031 rs9660180 G A . PASS AF=0.5132 ES:SE:LP:AF:SS:ID 0.0053:0.0054:0.444301:0.5132:74405.9:rs9660180
1 1812688 rs6603803 A G . PASS AF=0.5079 ES:SE:LP:AF:SS:ID 0.0053:0.0053:0.481881:0.5079:76869:rs6603803
1 1823922 rs6688000 A G . PASS AF=0.94195 ES:SE:LP:AF:SS:ID -0.0081:0.0114:0.240408:0.94195:82524.6:rs6688000
1 1874326 rs2803328 C G . PASS AF=0.5 ES:SE:LP:AF:SS:ID 0.0083:0.0055:0.782516:0.5:70716:rs2803328
1 2035379 rs10910029 A G . PASS AF=0.6227 ES:SE:LP:AF:SS:ID -0.0029:0.0053:0.223589:0.6227:82513.1:rs10910029
1 2069172 rs425277 C T . PASS AF=0.2836 ES:SE:LP:AF:SS:ID 0.0024:0.0057:0.162096:0.2836:82592.1:rs425277
1 2119833 rs2460002 A G . PASS AF=0.6755 ES:SE:LP:AF:SS:ID -0.0028:0.0054:0.213249:0.6755:82574:rs2460002
1 2142518 rs380190 A C . PASS AF=0.2863 ES:SE:LP:AF:SS:ID -0.0005:0.0061:0.0290955:0.2863:71146.9:rs380190
1 2182342 rs10797416 T C . PASS AF=0.3654 ES:SE:LP:AF:SS:ID -0.0033:0.0053:0.238373:0.3654:82586:rs10797416
1 2184855 rs12385717 G C . PASS AF=0.06464 ES:SE:LP:AF:SS:ID -0.0134:0.0107:0.65189:0.06464:82485.1:rs12385717
1 2204755 rs7553178 G A . PASS AF=0.6596 ES:SE:LP:AF:SS:ID -0.0127:0.0055:1.54577:0.6596:82530:rs7553178
1 2251357 rs12080256 C A . PASS AF=0.2177 ES:SE:LP:AF:SS:ID 0.0021:0.0073:0.0587371:0.2177:64649:rs12080256
1 2280661 rs2055204 G A . PASS AF=0.5158 ES:SE:LP:AF:SS:ID -0.013:0.0051:1.75895:0.5158:82513:rs2055204
1 2390331 rs10910077 G A . PASS AF=0.2916 ES:SE:LP:AF:SS:ID -0.0111:0.0056:1.17659:0.2916:79950.9:rs10910077
1 2409383 rs12742193 G A . PASS AF=0.1253 ES:SE:LP:AF:SS:ID -0.0032:0.0111:0.114695:0.1253:39179:rs12742193
1 2420913 rs6668720 A G . PASS AF=0.6359 ES:SE:LP:AF:SS:ID 0.0019:0.0053:0.121651:0.6359:82428:rs6668720
1 2541727 rs11589185 C T . PASS AF=0.07916 ES:SE:LP:AF:SS:ID 0.0043:0.0094:0.144481:0.07916:71723.8:rs11589185
1 2723345 rs4648360 C T . PASS AF=0.4288 ES:SE:LP:AF:SS:ID 0.0035:0.0051:0.301986:0.4288:82544.1:rs4648360
1 2725952 rs7538063 C T . PASS AF=0.1715 ES:SE:LP:AF:SS:ID -0.0073:0.0071:0.488117:0.1715:78043:rs7538063
1 2727804 rs10909880 C T . PASS AF=0.4274 ES:SE:LP:AF:SS:ID -0.0018:0.0063:0.0987052:0.4274:54836:rs10909880
1 2829551 rs1869970 A G . PASS AF=0.2322 ES:SE:LP:AF:SS:ID -0.0023:0.0061:0.158703:0.2322:82519:rs1869970
1 2839757 rs4648432 A C . PASS AF=0.2691 ES:SE:LP:AF:SS:ID 0.0028:0.0057:0.217384:0.2691:82451:rs4648432
1 2842270 rs2045331 G A . PASS AF=0.2691 ES:SE:LP:AF:SS:ID 0.0027:0.0057:0.21056:0.2691:82501:rs2045331
1 2890345 rs4648445 G A . PASS AF=0.7111 ES:SE:LP:AF:SS:ID 0.0005:0.0055:0.0307705:0.7111:81320:rs4648445
1 2904056 rs10797373 G A . PASS AF=0.7058 ES:SE:LP:AF:SS:ID 0.0145:0.0069:1.37304:0.7058:54424:rs10797373
1 2996196 rs7525173 C G . PASS AF=0.4974 ES:SE:LP:AF:SS:ID 0.0084:0.0056:0.823909:0.4974:69184:rs7525173
1 3089849 rs17390062 T C . PASS AF=0.1135 ES:SE:LP:AF:SS:ID -0.0054:0.0088:0.287266:0.1135:82743.4:rs17390062
1 3103826 rs4233024 C T . PASS AF=0.8522 ES:SE:LP:AF:SS:ID 0.0073:0.0092:0.317674:0.8522:54546:rs4233024
1 3105276 rs2817138 T G . PASS AF=0.8588 ES:SE:LP:AF:SS:ID 0.0054:0.0077:0.268814:0.8588:82640:rs2817138
1 3117678 rs12095716 G C . PASS AF=0.2256 ES:SE:LP:AF:SS:ID 0.003:0.0064:0.192871:0.2256:82516:rs12095716
1 3138136 rs2817148 A G . PASS AF=0.02375 ES:SE:LP:AF:SS:ID -0.0237:0.0178:0.500313:0.02375:68844.8:rs2817148
1 3144068 rs10158583 G A . PASS AF=0.08971 ES:SE:LP:AF:SS:ID -0.0098:0.0101:0.434034:0.08971:72857.4:rs10158583
1 3209631 rs4648376 G A . PASS AF=0.562 ES:SE:LP:AF:SS:ID 0.0035:0.0052:0.276134:0.562:82713.1:rs4648376
1 3214170 rs7553849 T C . PASS AF=0.7625 ES:SE:LP:AF:SS:ID -0.0021:0.0062:0.117589:0.7625:82727:rs7553849
1 3229185 rs12743017 G A . PASS AF=0.07652 ES:SE:LP:AF:SS:ID -0.0164:0.0095:1.14521:0.07652:82716.2:rs12743017
1 3264190 rs2483289 A C . PASS AF=0.7098 ES:SE:LP:AF:SS:ID 0.0026:0.0056:0.216239:0.7098:82715:rs2483289
1 3491107 rs4431782 T C . PASS AF=0.0752 ES:SE:LP:AF:SS:ID 0.0046:0.009:0.185153:0.0752:77490.8:rs4431782
1 3564818 rs3765690 A T . PASS AF=0.04222 ES:SE:LP:AF:SS:ID -0.0027:0.012:0.103143:0.04222:81276.9:rs3765690
1 3654747 rs7515164 C A . PASS AF=0.06464 ES:SE:LP:AF:SS:ID 0.0035:0.0108:0.208731:0.06464:82681.5:rs7515164
1 3793324 rs6668103 A G . PASS AF=0.2876 ES:SE:LP:AF:SS:ID 0.0012:0.0068:0.0464819:0.2876:61672.1:rs6668103
1 3812610 rs12757243 G A . PASS AF=0.009235 ES:SE:LP:AF:SS:ID 0.0253:0.0239:0.422049:0.009235:76286.9:rs12757243
1 4010342 rs12046333 A G . PASS AF=0.06992 ES:SE:LP:AF:SS:ID 0.0056:0.0113:0.0879374:0.06992:71169:rs12046333
1 4039896 rs11587331 C T . PASS AF=0.5897 ES:SE:LP:AF:SS:ID 0.0093:0.0052:0.930702:0.5897:82723:rs11587331
1 4080885 rs4378174 C T . PASS AF=0.1583 ES:SE:LP:AF:SS:ID 0.0078:0.0074:0.521145:0.1583:82668:rs4378174
1 4085543 rs12026862 T C . PASS AF=0.01451 ES:SE:LP:AF:SS:ID 0.0298:0.0189:0.406936:0.01451:64620.7:rs12026862