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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_20088_338.vcf.gz --id UKB-b:15767 --data /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukbiobank/raw-output/data.batch_20088_338.txt.gz --cohort_cases 2736 --cohort_controls 62213 --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": "2019-09-13T13:39:36.616333",
"bcftools_viewVersion": "1.9-74-g6af271c+htslib-1.9-64-g226b4a8",
"bcftools_viewCommand": "view -T ^/mnt/storage/private/mrcieu/research/scratch/IGD/data/public/UKB-b-15767/mac_discard.txt -Oz /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/UKB-b-15767/UKB-b-15767_raw.vcf.gz; Date=Thu Oct 17 12:32:25 2019",
"bcftools_viewCommand.1": "view -h /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukb-b-15767/ukb-b-15767.vcf.gz; Date=Sun May 10 07:37:01 2020"
}
*********************************************************************
* 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-15767/UKB-b-15767_data.vcf.gz \
--ref-ld-chr ../reference/eur_w_ld_chr/ \
--out /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/UKB-b-15767/ldsc.txt \
--w-ld-chr ../reference/eur_w_ld_chr/
Beginning analysis at Thu Oct 17 14:44:25 2019
Reading summary statistics from /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/UKB-b-15767/UKB-b-15767_data.vcf.gz ...
Read summary statistics for 3844086 SNPs.
Dropped 681 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, 923139 SNPs remain.
After merging with regression SNP LD, 923139 SNPs remain.
Using two-step estimator with cutoff at 30.
Total Observed scale h2: 0.0298 (0.0072)
Lambda GC: 1.0102
Mean Chi^2: 1.016
Intercept: 0.9743 (0.0087)
Ratio < 0 (usually indicates GC correction).
Analysis finished at Thu Oct 17 14:45:13 2019
Total time elapsed: 48.22s
{
"af_correlation": 0.8689,
"inflation_factor": 1,
"mean_EFFECT": -3.377e-06,
"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": 31211,
"n_est": "NA",
"ratio_se_n": "NA",
"mean_diff": "NaN",
"ratio_diff": "NaN",
"sd_y_est1": "NaN",
"sd_y_est2": "NA",
"r2_sum1": 0,
"r2_sum2": 0,
"r2_sum3": 0,
"r2_sum4": 0,
"ldsc_nsnp_merge_refpanel_ld": 923139,
"ldsc_nsnp_merge_regression_ld": 923139,
"ldsc_observed_scale_h2_beta": 0.0298,
"ldsc_observed_scale_h2_se": 0.0072,
"ldsc_intercept_beta": 0.9743,
"ldsc_intercept_se": 0.0087,
"ldsc_lambda_gc": 1.0102,
"ldsc_mean_chisq": 1.016,
"ldsc_ratio": -1.6062
}
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 |
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 | 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 | 3843408 | 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 | 3844086 | 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 | 8.660902e+00 | 5.768016e+00 | 1.0000000 | 4.000000e+00 | 8.000000e+00 | 1.300000e+01 | 2.200000e+01 | ▇▅▃▂▂ |
numeric | POS | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 7.856842e+07 | 5.676195e+07 | 828.0000000 | 3.161455e+07 | 6.889822e+07 | 1.147227e+08 | 2.492385e+08 | ▇▆▅▂▁ |
numeric | EFFECT | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | -3.400000e-06 | 1.311000e-03 | -0.0092743 | -8.705000e-04 | -7.200000e-06 | 8.613000e-04 | 7.912200e-03 | ▁▁▇▂▁ |
numeric | SE | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 1.288100e-03 | 1.626000e-04 | 0.0010762 | 1.146900e-03 | 1.235400e-03 | 1.400600e-03 | 3.955400e-03 | ▇▁▁▁▁ |
numeric | PVAL | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 4.969080e-01 | 2.896710e-01 | 0.0000010 | 2.399999e-01 | 5.000000e-01 | 7.499995e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | PVAL_ztest | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 4.969071e-01 | 2.896447e-01 | 0.0000010 | 2.445365e-01 | 4.965617e-01 | 7.478615e-01 | 9.999999e-01 | ▇▇▇▇▇ |
numeric | AF | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 4.006141e-01 | 2.076447e-01 | 0.1279240 | 2.194600e-01 | 3.555265e-01 | 5.557820e-01 | 8.720760e-01 | ▇▅▃▃▂ |
numeric | AF_reference | 31211 | 0.9918808 | NA | NA | NA | NA | NA | NA | NA | 3.888425e-01 | 2.133185e-01 | 0.0000000 | 2.136580e-01 | 3.512380e-01 | 5.435300e-01 | 1.000000e+00 | ▅▇▅▃▁ |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 49298 | rs200943160 | T | C | -0.0020377 | 0.0019835 | 0.2999998 | 0.3042551 | 0.623812 | 0.782149 | NA |
1 | 54676 | rs2462492 | C | T | 0.0046483 | 0.0019777 | 0.0189998 | 0.0187543 | 0.399144 | NA | NA |
1 | 91536 | rs6702460 | G | T | -0.0003973 | 0.0019452 | 0.8400000 | 0.8381718 | 0.455916 | 0.420727 | NA |
1 | 534192 | rs6680723 | C | T | -0.0006374 | 0.0022155 | 0.7700005 | 0.7735880 | 0.242057 | NA | NA |
1 | 706368 | rs55727773 | A | G | -0.0014398 | 0.0013712 | 0.2900000 | 0.2937218 | 0.513304 | 0.275160 | NA |
1 | 729679 | rs4951859 | C | G | -0.0004124 | 0.0015976 | 0.8000000 | 0.7962923 | 0.841441 | 0.639976 | NA |
1 | 736289 | rs79010578 | T | A | -0.0012930 | 0.0017231 | 0.4500005 | 0.4530092 | 0.134139 | 0.139577 | NA |
1 | 752566 | rs3094315 | G | A | 0.0004109 | 0.0015455 | 0.7899998 | 0.7903183 | 0.837029 | 0.718251 | NA |
1 | 752721 | rs3131972 | A | G | 0.0004577 | 0.0015444 | 0.7700005 | 0.7669683 | 0.836733 | 0.653355 | NA |
1 | 753405 | rs3115860 | C | A | 0.0007029 | 0.0016595 | 0.6700003 | 0.6718768 | 0.868562 | 0.751797 | NA |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
22 | 51192586 | rs5771006 | G | A | -0.0000968 | 0.0015766 | 0.9500000 | 0.9510222 | 0.167396 | 0.0848642 | NA |
22 | 51193227 | rs34608236 | T | G | 0.0022989 | 0.0016078 | 0.1499999 | 0.1527721 | 0.168560 | 0.0692891 | NA |
22 | 51197266 | rs61290853 | A | G | -0.0001883 | 0.0012051 | 0.8800001 | 0.8758347 | 0.386693 | 0.4229230 | NA |
22 | 51198027 | rs34939255 | A | G | 0.0019872 | 0.0013668 | 0.1499999 | 0.1459764 | 0.254586 | 0.0984425 | NA |
22 | 51210289 | rs112565862 | C | T | -0.0010342 | 0.0018216 | 0.5700002 | 0.5702055 | 0.129762 | 0.1018370 | NA |
22 | 51211106 | rs9628250 | T | C | 0.0025988 | 0.0013558 | 0.0549997 | 0.0552659 | 0.271468 | 0.1671330 | NA |
22 | 51211392 | rs3888396 | T | C | -0.0015266 | 0.0018053 | 0.4000000 | 0.3977662 | 0.132383 | 0.1641370 | NA |
22 | 51212875 | rs2238837 | A | C | 0.0006308 | 0.0012888 | 0.6200004 | 0.6245458 | 0.331351 | 0.3724040 | NA |
22 | 51219006 | rs28729663 | G | A | -0.0000627 | 0.0016678 | 0.9699999 | 0.9699933 | 0.136315 | 0.2052720 | NA |
22 | 51237063 | rs3896457 | T | C | -0.0001431 | 0.0013166 | 0.9100000 | 0.9134608 | 0.298393 | 0.2050720 | NA |
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