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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_6148_1.vcf.gz --id UKB-b:10181 --data /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukbiobank/raw-output/data.batch_6148_1.txt.gz --cohort_cases 2940 --cohort_controls 147702 --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",
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"bcftools_viewCommand.1": "view -h /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/ukb-b-10181/ukb-b-10181.vcf.gz; Date=Sun May 10 12:40:01 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-10181/UKB-b-10181_data.vcf.gz \
--ref-ld-chr ../reference/eur_w_ld_chr/ \
--out /mnt/storage/private/mrcieu/research/scratch/IGD/data/public/UKB-b-10181/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-10181/UKB-b-10181_data.vcf.gz ...
Read summary statistics for 3985423 SNPs.
Dropped 751 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, 949947 SNPs remain.
After merging with regression SNP LD, 949947 SNPs remain.
Using two-step estimator with cutoff at 30.
Total Observed scale h2: 0.0213 (0.004)
Lambda GC: 1.0863
Mean Chi^2: 1.09
Intercept: 1.0208 (0.0092)
Ratio: 0.2307 (0.1024)
Analysis finished at Thu Oct 17 14:41:09 2019
Total time elapsed: 50.48s
{
"af_correlation": 0.8753,
"inflation_factor": 1.0966,
"mean_EFFECT": -4.1091e-06,
"n": "-Inf",
"n_snps": 9851866,
"n_clumped_hits": 4,
"n_p_sig": 1889,
"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": 32536,
"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": 949947,
"ldsc_nsnp_merge_regression_ld": 949947,
"ldsc_observed_scale_h2_beta": 0.0213,
"ldsc_observed_scale_h2_se": 0.004,
"ldsc_intercept_beta": 1.0208,
"ldsc_intercept_se": 0.0092,
"ldsc_lambda_gc": 1.0863,
"ldsc_mean_chisq": 1.09,
"ldsc_ratio": 0.2311
}
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 | 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 | 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 | 3984676 | 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 | 3985423 | 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 | 8.658805e+00 | 5.766558e+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 | 7.858232e+07 | 5.675869e+07 | 828.0000000 | 3.163101e+07 | 6.891396e+07 | 1.147139e+08 | 2.492385e+08 | ▇▆▅▂▁ |
numeric | EFFECT | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | -4.100000e-06 | 6.337000e-04 | -0.0042058 | -4.165000e-04 | -8.200000e-06 | 4.045000e-04 | 1.118950e-02 | ▁▇▁▁▁ |
numeric | SE | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 5.883000e-04 | 8.010000e-05 | 0.0004853 | 5.188000e-04 | 5.621000e-04 | 6.433000e-04 | 1.781900e-03 | ▇▁▁▁▁ |
numeric | PVAL | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 4.847873e-01 | 2.930280e-01 | 0.0000000 | 2.300001e-01 | 4.799997e-01 | 7.400005e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | PVAL_ztest | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 4.847878e-01 | 2.930026e-01 | 0.0000000 | 2.276336e-01 | 4.791430e-01 | 7.383521e-01 | 1.000000e+00 | ▇▇▇▇▇ |
numeric | AF | 0 | 1.0000000 | NA | NA | NA | NA | NA | NA | NA | 3.949319e-01 | 2.123542e-01 | 0.1190480 | 2.097660e-01 | 3.474580e-01 | 5.524185e-01 | 8.809520e-01 | ▇▅▃▃▂ |
numeric | AF_reference | 32536 | 0.9918362 | NA | NA | NA | NA | NA | NA | NA | 3.838255e-01 | 2.165937e-01 | 0.0000000 | 2.056710e-01 | 3.438500e-01 | 5.403350e-01 | 1.000000e+00 | ▆▇▅▃▁ |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 49298 | rs200943160 | T | C | 0.0013573 | 0.0008943 | 0.1299999 | 0.1291007 | 0.623755 | 0.782149 | NA |
1 | 54676 | rs2462492 | C | T | -0.0003507 | 0.0008870 | 0.6899999 | 0.6925661 | 0.399226 | NA | NA |
1 | 91536 | rs6702460 | G | T | 0.0007778 | 0.0008737 | 0.3700002 | 0.3733284 | 0.456028 | 0.420727 | NA |
1 | 534192 | rs6680723 | C | T | -0.0015919 | 0.0009969 | 0.1100001 | 0.1102816 | 0.241037 | NA | NA |
1 | 706368 | rs55727773 | A | G | -0.0002545 | 0.0006175 | 0.6800001 | 0.6802007 | 0.515025 | 0.275160 | NA |
1 | 729679 | rs4951859 | C | G | -0.0008719 | 0.0007215 | 0.2300001 | 0.2268420 | 0.841466 | 0.639976 | NA |
1 | 731718 | rs142557973 | T | C | 0.0008905 | 0.0007903 | 0.2599998 | 0.2598383 | 0.123488 | 0.154353 | NA |
1 | 734349 | rs141242758 | T | C | 0.0008926 | 0.0007907 | 0.2599998 | 0.2589418 | 0.122705 | 0.152556 | NA |
1 | 736289 | rs79010578 | T | A | 0.0013234 | 0.0007798 | 0.0899995 | 0.0896866 | 0.133330 | 0.139577 | NA |
1 | 752566 | rs3094315 | G | A | -0.0009735 | 0.0006981 | 0.1600000 | 0.1631619 | 0.837165 | 0.718251 | NA |
CHROM | POS | ID | REF | ALT | EFFECT | SE | PVAL | PVAL_ztest | AF | AF_reference | N |
---|---|---|---|---|---|---|---|---|---|---|---|
22 | 51198027 | rs34939255 | A | G | 0.0001351 | 0.0006161 | 0.8300000 | 0.8264283 | 0.254430 | 0.0984425 | NA |
22 | 51208537 | rs72619593 | G | A | -0.0000557 | 0.0008196 | 0.9500000 | 0.9458065 | 0.121632 | 0.1142170 | NA |
22 | 51210289 | rs112565862 | C | T | 0.0020537 | 0.0008211 | 0.0120000 | 0.0123754 | 0.129945 | 0.1018370 | NA |
22 | 51211106 | rs9628250 | T | C | -0.0000471 | 0.0006114 | 0.9400001 | 0.9386299 | 0.271050 | 0.1671330 | NA |
22 | 51211392 | rs3888396 | T | C | 0.0020337 | 0.0008136 | 0.0120000 | 0.0124377 | 0.132649 | 0.1641370 | NA |
22 | 51212875 | rs2238837 | A | C | -0.0001675 | 0.0005803 | 0.7700005 | 0.7727947 | 0.331587 | 0.3724040 | NA |
22 | 51213613 | rs34726907 | C | T | -0.0015935 | 0.0007662 | 0.0379997 | 0.0375584 | 0.127190 | 0.1727240 | NA |
22 | 51216564 | rs9616970 | T | C | -0.0015908 | 0.0007630 | 0.0369999 | 0.0370902 | 0.127722 | 0.1563500 | NA |
22 | 51219006 | rs28729663 | G | A | -0.0017057 | 0.0007462 | 0.0219999 | 0.0222706 | 0.137511 | 0.2052720 | NA |
22 | 51237063 | rs3896457 | T | C | 0.0000436 | 0.0005932 | 0.9400001 | 0.9413824 | 0.298254 | 0.2050720 | NA |
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