Summary
Summary {data-width=650}
Manhattan plot
manhattan_plot
QQ plot
qq_plot
AF plot
af_plot
P-Z plot
pz_plot
beta_std plot
beta_std_plot
Metadata
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"gwas_harmonisation_command": "--out /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukbiobank/vcf_09_19b/bgzip_vcf/data.batch_41210_Z401.vcf.gz --id UKB-b:18616 --data /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukbiobank/raw-output/data.batch_41210_Z401.txt.gz --cohort_cases 1921 --cohort_controls 461089 --ref /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukbiobank/human_g1k_v37.fasta --json /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukbiobank/ukb_gwas.json; 1.1.1",
"file_date": "2019-09-12T18:30:53.370279",
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"bcftools_viewCommand.1": "view -h /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukb-b-18616/ukb-b-18616.vcf.gz; Date=Fri May 8 07:08:30 2020"
}
LDSC
*********************************************************************
* 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/public/UKB-b-18616/UKB-b-18616_data.vcf.gz \
--ref-ld-chr ../reference/eur_w_ld_chr/ \
--out /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/UKB-b-18616/ldsc.txt \
--w-ld-chr ../reference/eur_w_ld_chr/
Beginning analysis at Thu Oct 17 14:40:19 2019
Reading summary statistics from /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/UKB-b-18616/UKB-b-18616_data.vcf.gz ...
Read summary statistics for 3097062 SNPs.
Dropped 425 SNPs with duplicated rs numbers.
Reading reference panel LD Score from ../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 ../reference/eur_w_ld_chr/[1-22] ...
Read regression weight LD Scores for 1290028 SNPs.
After merging with reference panel LD, 768781 SNPs remain.
After merging with regression SNP LD, 768781 SNPs remain.
Using two-step estimator with cutoff at 30.
Total Observed scale h2: 0.0031 (0.0012)
Lambda GC: 1.0309
Mean Chi^2: 1.0335
Intercept: 1.0015 (0.009)
Ratio: 0.0453 (0.2696)
Analysis finished at Thu Oct 17 14:40:59 2019
Total time elapsed: 39.88sQC metrics
Metrics
Metrics
{
"af_correlation": 0.8245,
"inflation_factor": 1.0475,
"mean_EFFECT": -8.4614e-08,
"n": "-Inf",
"n_snps": 9851866,
"n_clumped_hits": 0,
"n_p_sig": 0,
"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": 24739,
"n_est": "NA",
"ratio_se_n": "NA",
"mean_diff": "NaN",
"ratio_diff": "NaN",
"sd_y_est1": "NA",
"sd_y_est2": "NA",
"r2_sum1": 0,
"r2_sum2": 0,
"r2_sum3": 0,
"r2_sum4": 0,
"ldsc_nsnp_merge_refpanel_ld": 768781,
"ldsc_nsnp_merge_regression_ld": 768781,
"ldsc_observed_scale_h2_beta": 0.0031,
"ldsc_observed_scale_h2_se": 0.0012,
"ldsc_intercept_beta": 1.0015,
"ldsc_intercept_se": 0.009,
"ldsc_lambda_gc": 1.0309,
"ldsc_mean_chisq": 1.0335,
"ldsc_ratio": 0.0448
}
Flags
| name | value |
|---|---|
| af_correlation | FALSE |
| inflation_factor | FALSE |
| n | TRUE |
| 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 |
Definitions
General metrics
af_correlation: Correlation coefficient betweenAFandAF_reference.inflation_factor(lambda): Genomic inflation factor.mean_EFFECT: Mean ofEFFECTsize.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 below5e-8.n_mono: Number of monomorphic (MAF == 1orMAF == 0) SNPs.n_ns: Number of SNPs with nonsense values:- alleles other than
A, C, G or T. - P-values
< 0or> 1. - negative or infinite standard errors (
<= 0or= Infinity). - infinite beta estimates or allele frequencies
< 0or> 1.
- alleles other than
n_mac: Number of cases whereMAC(\(2 \times N \times MAF\)) is less than6.is_snpid_unique:trueif the combination ofIDREFALTis unique and therefore no duplication in snpid.n_miss_<*>: Number ofNAobservations 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 expectratio_se_nto 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.- \(\widehat{\beta_j^{std}} = \sqrt{\frac{{z}_j^2 / ({z}_j^2 + n -2)}{2 \times {MAF}_j \times (1 - {MAF}_j)}} \times sign({z}_j)\),
- \({z}_j = \frac{\beta_j}{{se}_j}\),
- and \(\beta_j\) is the reported effect size.
ratio_diff: \(\texttt{ratio_diff} = |\frac{\texttt{mean_diff}}{\texttt{mean_diff2}}|\), absolute ratio between the mean ofdiffand the mean ofdiff2(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.- \(\texttt{mean_diff2} = \sum_{j} \frac{\widehat{\beta_j^{std}} - \beta^{\prime}_j}{\texttt{n_snps}}\)
- \(\beta^{\prime}_j = \frac{\beta_j}{\widehat{\texttt{sd2}}_{y}}\)
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.- \(\widehat{\texttt{sd1}}_{y} = \frac{\sqrt{n} \times median({se}_j)}{C}\),
- \(C = median(\frac{1}{\sqrt{2 \times {MAF}_j \times (1 - {MAF}_j)}})\),
- and \({se}_j\) is the reported standard error.
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.- \(\widehat{\texttt{sd2}}_{y} = median(\widehat{sd_j})\),
- \(\widehat{sd_j} = \frac{\beta_j}{\widehat{\beta_j^{std}}}\),
r2 metrics
Sum of variance explained, calculated from the clumped top hits sample.
r2_sum<*>:r2statistics under various assumptions1: \(r^2 = \sum_j{\frac{2 \times \beta_j^2 \times {MAF}_j \times (1 - {MAF}_j)}{\texttt{var1}}}\), \(\texttt{var1} = 1\).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: NOTis_snpid_unique.mean_EFFECT_nonfinite:mean(EFFECT)isNA,NaN, orInf.mean_EFFECT_05:abs(mean(EFFECT))> 0.5.mean_EFFECT_01:abs(mean(EFFECT))> 0.1.mean_chisq:ldsc_mean_chisq> 1.3 orldsc_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<*>> 0.5
Plots
- Manhattan plot
- Red line: \(-log_{10}^{5 \times 10^{-8}}\)
- Blue line: \(-log_{10}^{5 \times 10^{-5}}\)
- QQ plot
- AF plot
- P-Z plot
- beta_std plot: Scatter plot between \(\widehat{\beta_j^{std}}\) and \(\beta_j\)
Diagnostics
Details
Summary stats
| skim_type | skim_variable | n_missing | complete_rate | character.min | character.max | character.empty | character.n_unique | character.whitespace | logical.mean | logical.count | numeric.mean | numeric.sd | numeric.p0 | numeric.p25 | numeric.p50 | numeric.p75 | numeric.p100 | numeric.hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| character | ID | 0 | 1.0000000 | 3 | 58 | 0 | 3096640 | 0 | NA | NA | 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 | NA | NA |
| character | ALT | 0 | 1.0000000 | 1 | 1 | 0 | 4 | 0 | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| logical | N | 3097062 | 0.0000000 | NA | NA | NA | NA | NA | NaN | : | NA | NA | NA | NA | NA | NA | NA | NA |
| numeric | CHROM | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 8.665145e+00 | 5.772773e+00 | 1.0000000 | 4.000000e+00 | 8.000000e+00 | 1.300000e+01 | 2.200000e+01 | <U+2587><U+2585><U+2583><U+2582><U+2582> |
| numeric | POS | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 7.855728e+07 | 5.671004e+07 | 828.0000000 | 3.159249e+07 | 6.894991e+07 | 1.148106e+08 | 2.492013e+08 | <U+2587><U+2586><U+2585><U+2582><U+2581> |
| numeric | EFFECT | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | -1.000000e-07 | 1.495000e-04 | -0.0008144 | -1.001000e-04 | 4.000000e-07 | 9.980000e-05 | 8.797000e-04 | <U+2581><U+2582><U+2587><U+2581><U+2581> |
| numeric | SE | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 1.467000e-04 | 1.190000e-05 | 0.0001289 | 1.363000e-04 | 1.430000e-04 | 1.551000e-04 | 3.056000e-04 | <U+2587><U+2581><U+2581><U+2581><U+2581> |
| numeric | PVAL | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 4.949366e-01 | 2.901157e-01 | 0.0000010 | 2.399999e-01 | 4.899999e-01 | 7.499995e-01 | 1.000000e+00 | <U+2587><U+2587><U+2587><U+2587><U+2587> |
| numeric | PVAL_ztest | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 4.949351e-01 | 2.900896e-01 | 0.0000010 | 2.429019e-01 | 4.939359e-01 | 7.454444e-01 | 1.000000e+00 | <U+2587><U+2587><U+2587><U+2587><U+2587> |
| numeric | AF | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 4.312005e-01 | 1.793006e-01 | 0.1821970 | 2.737840e-01 | 3.989790e-01 | 5.709300e-01 | 8.178020e-01 | <U+2587><U+2586><U+2585><U+2583><U+2583> |
| numeric | AF_reference | 24739 | 0.9920121 | NA | NA | NA | NA | NA | NA | NA | 4.156251e-01 | 1.941909e-01 | 0.0000000 | 2.589860e-01 | 3.907750e-01 | 5.581070e-01 | 1.000000e+00 | <U+2583><U+2587><U+2586><U+2583><U+2581> |
Head and tail
| CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 49298 | rs200943160 | T | C | -0.0001558 | 0.0002372 | 0.5099998 | 0.5114675 | 0.623765 | 0.7821490 | NA |
| 1 | 54676 | rs2462492 | C | T | 0.0002789 | 0.0002350 | 0.2399999 | 0.2352945 | 0.400401 | NA | NA |
| 1 | 91536 | rs6702460 | G | T | -0.0003996 | 0.0002314 | 0.0840001 | 0.0841660 | 0.456846 | 0.4207270 | NA |
| 1 | 534192 | rs6680723 | C | T | 0.0004276 | 0.0002643 | 0.1100001 | 0.1057472 | 0.240959 | NA | NA |
| 1 | 706368 | rs55727773 | A | G | -0.0003013 | 0.0001641 | 0.0659994 | 0.0663016 | 0.515645 | 0.2751600 | NA |
| 1 | 763394 | rs369924889 | G | A | -0.0003011 | 0.0001924 | 0.1199999 | 0.1175005 | 0.706753 | 0.6176120 | NA |
| 1 | 768253 | rs2977608 | A | C | -0.0004030 | 0.0001570 | 0.0100000 | 0.0102626 | 0.761297 | 0.4894170 | NA |
| 1 | 776546 | rs12124819 | A | G | -0.0000470 | 0.0001754 | 0.7899998 | 0.7888835 | 0.265385 | 0.0756789 | NA |
| 1 | 798400 | rs10900604 | A | G | 0.0003021 | 0.0001675 | 0.0710003 | 0.0713416 | 0.206591 | 0.4105430 | NA |
| 1 | 798959 | rs11240777 | G | A | 0.0002931 | 0.0001676 | 0.0800000 | 0.0802909 | 0.206420 | 0.4099440 | NA |
| CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | 51180501 | rs5770999 | T | C | 0.0000997 | 0.0001544 | 0.5199996 | 0.5186281 | 0.713656 | 0.6369810 | NA |
| 22 | 51181919 | rs9616825 | G | C | 0.0000452 | 0.0001536 | 0.7700005 | 0.7687968 | 0.695470 | 0.6194090 | NA |
| 22 | 51182485 | rs6009961 | A | G | 0.0001068 | 0.0001549 | 0.4899999 | 0.4904385 | 0.715502 | 0.6383790 | NA |
| 22 | 51186143 | rs2879914 | T | C | 0.0003966 | 0.0001437 | 0.0058000 | 0.0057678 | 0.381825 | 0.2733630 | NA |
| 22 | 51186228 | rs3865766 | C | T | 0.0002857 | 0.0001400 | 0.0409996 | 0.0413159 | 0.451061 | 0.4532750 | NA |
| 22 | 51197266 | rs61290853 | A | G | 0.0002415 | 0.0001446 | 0.0949992 | 0.0948658 | 0.386333 | 0.4229230 | NA |
| 22 | 51198027 | rs34939255 | A | G | -0.0001930 | 0.0001636 | 0.2399999 | 0.2382427 | 0.254562 | 0.0984425 | NA |
| 22 | 51211106 | rs9628250 | T | C | -0.0001537 | 0.0001622 | 0.3400001 | 0.3434289 | 0.271547 | 0.1671330 | NA |
| 22 | 51212875 | rs2238837 | A | C | 0.0003347 | 0.0001542 | 0.0299999 | 0.0299384 | 0.331457 | 0.3724040 | NA |
| 22 | 51237063 | rs3896457 | T | C | 0.0004399 | 0.0001578 | 0.0053001 | 0.0053095 | 0.297974 | 0.2050720 | NA |
bcf preview
1 49298 rs10399793 T C . PASS AF=0.623765 ES:SE:LP:AF:ID -0.000155757:0.000237234:0.29243:0.623765:rs10399793
1 54676 rs2462492 C T . PASS AF=0.400401 ES:SE:LP:AF:ID 0.000278936:0.000235026:0.619789:0.400401:rs2462492
1 91536 rs6702460 G T . PASS AF=0.456846 ES:SE:LP:AF:ID -0.000399649:0.000231411:1.07572:0.456846:rs6702460
1 534192 rs6680723 C T . PASS AF=0.240959 ES:SE:LP:AF:ID 0.000427587:0.000264333:0.958607:0.240959:rs6680723
1 706368 rs12029736 A G . PASS AF=0.515645 ES:SE:LP:AF:ID -0.000301337:0.000164093:1.18046:0.515645:rs12029736
1 763394 rs3115847 G A . PASS AF=0.706753 ES:SE:LP:AF:ID -0.000301147:0.000192383:0.920819:0.706753:rs3115847
1 768253 rs2977608 A C . PASS AF=0.761297 ES:SE:LP:AF:ID -0.000403042:0.000157018:2:0.761297:rs2977608
1 776546 rs12124819 A G . PASS AF=0.265385 ES:SE:LP:AF:ID -4.69639e-05:0.000175395:0.102373:0.265385:rs12124819
1 798400 rs10900604 A G . PASS AF=0.206591 ES:SE:LP:AF:ID 0.000302063:0.000167506:1.14874:0.206591:rs10900604
1 798959 rs11240777 G A . PASS AF=0.20642 ES:SE:LP:AF:ID 0.000293094:0.000167578:1.09691:0.20642:rs11240777
1 808631 rs11240779 G A . PASS AF=0.772619 ES:SE:LP:AF:ID -0.000298542:0.000159413:1.21467:0.772619:rs11240779
1 808928 rs11240780 C T . PASS AF=0.772847 ES:SE:LP:AF:ID -0.000303209:0.000159682:1.23657:0.772847:rs11240780
1 814495 rs74461805 C A . PASS AF=0.340396 ES:SE:LP:AF:ID -0.000180131:0.000224999:0.376751:0.340396:rs74461805
1 830181 rs28444699 A G . PASS AF=0.697255 ES:SE:LP:AF:ID -9.59661e-05:0.000150536:0.283997:0.697255:rs28444699
1 831489 rs4970385 C T . PASS AF=0.705397 ES:SE:LP:AF:ID -9.94354e-05:0.000147812:0.30103:0.705397:rs4970385
1 831909 rs9697642 C T . PASS AF=0.705442 ES:SE:LP:AF:ID -0.000103314:0.000147807:0.318759:0.705442:rs9697642
1 832066 rs9697380 G C . PASS AF=0.705627 ES:SE:LP:AF:ID -0.000100076:0.000147814:0.30103:0.705627:rs9697380
1 832318 rs4500250 C A . PASS AF=0.705655 ES:SE:LP:AF:ID -0.000101025:0.000147829:0.309804:0.705655:rs4500250
1 832398 rs4553118 T C . PASS AF=0.730129 ES:SE:LP:AF:ID -0.000120802:0.000151857:0.366532:0.730129:rs4553118
1 832918 rs28765502 T C . PASS AF=0.294377 ES:SE:LP:AF:ID 9.99548e-05:0.000147823:0.30103:0.294377:rs28765502
1 833223 rs13303211 C T . PASS AF=0.236703 ES:SE:LP:AF:ID -5.322e-05:0.00015738:0.130768:0.236703:rs13303211
1 833302 rs28752186 C T . PASS AF=0.236691 ES:SE:LP:AF:ID -5.30005e-05:0.000157382:0.130768:0.236691:rs28752186
1 833641 rs28594623 T C . PASS AF=0.23975 ES:SE:LP:AF:ID -7.02072e-05:0.000156877:0.187087:0.23975:rs28594623
1 833824 rs28484835 T C . PASS AF=0.236693 ES:SE:LP:AF:ID -5.30067e-05:0.00015738:0.130768:0.236693:rs28484835
1 833927 rs28593608 T C . PASS AF=0.212421 ES:SE:LP:AF:ID -4.55829e-05:0.000163575:0.107905:0.212421:rs28593608
1 834198 rs28385272 T C . PASS AF=0.212316 ES:SE:LP:AF:ID -4.29846e-05:0.000163604:0.102373:0.212316:rs28385272
1 834832 rs4411087 G C . PASS AF=0.237178 ES:SE:LP:AF:ID -6.23053e-05:0.00015726:0.161151:0.237178:rs4411087
1 834928 rs4422949 A G . PASS AF=0.212962 ES:SE:LP:AF:ID -5.12238e-05:0.000163371:0.124939:0.212962:rs4422949
1 834999 rs28570054 G A . PASS AF=0.212924 ES:SE:LP:AF:ID -5.04477e-05:0.000163405:0.119186:0.212924:rs28570054
1 835499 rs4422948 A G . PASS AF=0.241162 ES:SE:LP:AF:ID -7.85258e-05:0.000156162:0.207608:0.241162:rs4422948
1 836529 rs28731045 C G . PASS AF=0.213543 ES:SE:LP:AF:ID -4.60265e-05:0.000163164:0.107905:0.213543:rs28731045
1 836896 rs28705752 T C . PASS AF=0.269511 ES:SE:LP:AF:ID -4.70104e-05:0.000150684:0.119186:0.269511:rs28705752
1 836924 rs72890788 G A . PASS AF=0.213513 ES:SE:LP:AF:ID -4.59047e-05:0.000163184:0.107905:0.213513:rs72890788
1 838387 rs4970384 T C . PASS AF=0.214587 ES:SE:LP:AF:ID -4.86669e-05:0.00016287:0.113509:0.214587:rs4970384
1 838555 rs4970383 C A . PASS AF=0.246204 ES:SE:LP:AF:ID -2.53787e-05:0.000155088:0.0604807:0.246204:rs4970383
1 839103 rs28562941 A G . PASS AF=0.270019 ES:SE:LP:AF:ID -5.09433e-05:0.000150791:0.130768:0.270019:rs28562941
1 840753 rs4970382 T C . PASS AF=0.400124 ES:SE:LP:AF:ID 3.75319e-05:0.000136344:0.107905:0.400124:rs4970382
1 841085 rs1574243 C G . PASS AF=0.237102 ES:SE:LP:AF:ID -9.54923e-05:0.000158368:0.259637:0.237102:rs1574243
1 842013 rs7419119 T G . PASS AF=0.215391 ES:SE:LP:AF:ID -2.54362e-05:0.000162979:0.0555173:0.215391:rs7419119
1 842362 rs28540380 C T . PASS AF=0.235323 ES:SE:LP:AF:ID -1.08288e-05:0.000160741:0.0222764:0.235323:rs28540380
1 843405 rs11516185 A G . PASS AF=0.362606 ES:SE:LP:AF:ID -4.02918e-05:0.000169252:0.091515:0.362606:rs11516185
1 845283 rs7366404 G T . PASS AF=0.814497 ES:SE:LP:AF:ID -0.000100992:0.000172416:0.251812:0.814497:rs7366404
1 845635 rs117086422 C T . PASS AF=0.205429 ES:SE:LP:AF:ID -8.57782e-06:0.00016575:0.0177288:0.205429:rs117086422
1 845938 rs57760052 G A . PASS AF=0.210864 ES:SE:LP:AF:ID 9.69499e-06:0.000164155:0.0222764:0.210864:rs57760052
1 846078 rs28612348 C T . PASS AF=0.196785 ES:SE:LP:AF:ID -3.57365e-05:0.00016829:0.0809219:0.196785:rs28612348
1 846338 rs4970334 A G . PASS AF=0.813828 ES:SE:LP:AF:ID -9.0797e-05:0.000172269:0.221849:0.813828:rs4970334
1 846398 rs58781670 G A . PASS AF=0.204447 ES:SE:LP:AF:ID 6.7774e-05:0.000166317:0.167491:0.204447:rs58781670
1 846489 rs4970333 T C . PASS AF=0.81392 ES:SE:LP:AF:ID -9.60558e-05:0.000172388:0.236572:0.81392:rs4970333
1 846808 rs4475691 C T . PASS AF=0.198378 ES:SE:LP:AF:ID -3.37379e-05:0.000167812:0.0757207:0.198378:rs4475691
1 846864 rs950122 G C . PASS AF=0.198106 ES:SE:LP:AF:ID -1.93461e-05:0.000167717:0.0409586:0.198106:rs950122