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ME/CFS Bioinformatics Home
Project Outline
AI Usage Statement
Analysis
Analysis
Index of Techniques
Alzheimers
Alzheimers
Bellenguez et al 2022
Bellenguez et al 2022
MAGMA GTEx
MAGMA HBA
PPP CT-LDSC
S-LDSC ALZ Analysis
Asthma
Asthma
Han et al 2020
Han et al 2020
cis-pQTL MR
PPP CT-LDSC
S-LDSC Asthma Analysis
BMI
BMI
Pulit et al
Pulit et al
Overview
LDSC
MAGMA GTEx
MAGMA HBA
PPP CT-LDSC
Brainstem
Brainstem
Xue et al 2025
Xue et al 2025
MAGMA GTEx
MAGMA HBA
S-LDSC Analysis
C Reactive Protein
C Reactive Protein
Said et al
Said et al
LDSC
MAGMA
S-LDSC
Diastolic Blood Pressure
Diastolic Blood Pressure
Keaton et al 2024
Keaton et al 2024
MAGMA-GTEx Analysis
MAGMA HBA
S-LDSC DBP Analysis
PPP CT-LDSC
Education
Education
Lee et al 2018
Lee et al 2018
MAGMA HBA
MAGMA EDU Analysis
S-LDSC EDU Analysis
Epstein Barr
Epstein Barr
Nyeo et al 2025
Nyeo et al 2025
MAGMA GTEx
MAGMA HBA
S-LDSC Analysis
Fibromyalgia
Fibromyalgia
Kerrebijin et al
Kerrebijin et al
MAGMA HBA
PPP CT-LDSC
Heart
Heart
Pirruccello et al 2022
Pirruccello et al 2022
Master Gene List for RVEF
S-LDSC Analysis of RVEF
Heart Rate Recovery
Heart Rate Recovery
Verweiji et al 2018
Verweiji et al 2018
MAGMA GTEx
MAGMA HBA
S-LDSC
Height
Height
Yengo et al 2022
Yengo et al 2022
LDSC
HHV7
HHV7
Kamitaki et al 2025
Kamitaki et al 2025
MAGMA GTEx
MAGMA HBA
S-LDSC Analysis
Inflammatory Bowel Disease
Inflammatory Bowel Disease
Liu et al 2023
Liu et al 2023
cis-pQTL MR
MAGMA HBA
MAGMA IBD Analysis
S-LDSC Analysis of IBD
Low Density Lipoprotein
Low Density Lipoprotein
Multistudy
Multistudy
Genetic Correlation
Genetic Correlation
CT-LDSC
Verma et al
Verma et al
LDL
LDSC
MAGMA Analysis of LDL
S-LDSC LDL Analysis
Willer et al 2013
Willer et al 2013
LDSC
MAGMA
S-LDSC
Lupus
Lupus
Bentham et al 2015
Bentham et al 2015
MAGMA GTEx
MAGMA HBA
S-LDSC Analysis
ME/CFS
ME/CFS
DecodeME
DecodeME
Lead Variants
Manhattan Plot
Gene List
Gene Set Analysis
cis-pQTL MR
LDSC
MAGMA GTEx
MAGMA HBA
H-MAGMA
S-LDSC
Univariate MiXeR
PPP CT-LDSC
Fine Mapping
Fine Mapping
SUSIE
SUSIE
Chr1 173.5M-174.5M
Chr6 26M-27M
Chr6 97.5M-99M
Chr15 54.5M-55.5M
Chr17 50M-51M
Chr20 47M-48.2M
SUSIE PolyFun (External Prior)
SUSIE PolyFun (External Prior)
Chr1 173.5M-174.5M
Chr6 26M-27M
Chr6 97M-99M
Chr15 54M-55M
Chr17 50M-51M
Chr20 47M-48.2M
SUSIE PolyFun (Internal Prior)
SUSIE PolyFun (Internal Prior)
Chr1 173.5M-174.5M
Chr6 26M-27M
Chr6 97M-99M
Chr15 54M-55M
Chr17 50M-51M
Chr20 47M-48.2M
Specific Genes
Specific Genes
DCC
Million Veterans
Million Veterans
Note on Phenotype
LDSC
MAGMA
Multistudy
Multistudy
Genetic Correlation
Genetic Correlation
CT-LDSC
Neale Lab
Neale Lab
LDSC
MAGMA
Migraine
Migraine
Multistudy
Multistudy
CT-LDSC
UK BioBank 2025
UK BioBank 2025
Overview
MAGMA GTEx
MAGMA HBA
S-LDSC
LDSC
Verma et al
Verma et al
LDSC
Multitrait
Multitrait
Causal Inference
Causal Inference
LCV
LCV
LCV Analysis of MI
Genetic Correlation
Genetic Correlation
CT-LDSC
GenomicSEM
GenomicSEM
GWAS By Subtracton
GWAS By Subtracton
DecodeME Minus Multsite Pain
DecodeME Minus Multsite Pain
Overview
CT-LDSC
Gene-Level MAGMA
MAGMA GTEx
MAGMA HBA
H-MAGMA
Polygenic Overlap
Polygenic Overlap
Bivariate Mixer
Bivariate Mixer
DecodeME/Multisite Pain
Myocardial Infarction
Myocardial Infarction
Verma et al
Verma et al
PPP CT-LDSC
Pain
Pain
Johnston et al 2019
Johnston et al 2019
Overview
Gene-Level MAGMA
MAGMA GTEx
MAGMA HBA
S-LDSC
Univariate MiXeR
H MAGMA
PPP CT-LDSC
Proteomics
Proteomics
UKBB PPP
UKBB PPP
LDSC
RA
RA
DECODE (Seronegative)
DECODE (Seronegative)
Overview
S-LDSC
MAGMA (GTEx)
LDSC
MAGMA (HBA)
DECODE (Seropositive)
DECODE (Seropositive)
Overview
S-LDSC
MAGMA (GTEx)
LDSC
MAGMA (HBA)
PPP CT-LDSC
RBC Volume
RBC Volume
Verma et al
Verma et al
MAGMA Analysis of RBC Volume
RBC Volume
S-LDSC RBCV Analysis
Schizophrenia
Schizophrenia
PGC 2022
PGC 2022
MAGMA GTEx analysis
MAGMA HBA
S-LDSC Analysis of SCH
PPP CT-LDSC
Triglycerides
Triglycerides
Willer et al 2013
Willer et al 2013
LDSC
MAGMA
S-LDSC
Bioinformatics Concepts
Bioinformatics Concepts
CT-LDSC
Epigenetics
Fine Mapping
Genetic Correlation
GWAS by Subtraction
Heritability
LDSC
Liability Threshold Model
Linkage Disequilibrium
MAGMA
Mendelian Randomization
MiXeR
Omnigenic Model
PRS
Population Stratification
S-LDSC
SUSIE
Sumstats Standardization
Codebase Concepts
Codebase Concepts
Build System
Figure System
Data Sources
Data Sources
Corces et al. Blood Cell Epigenetics
DecodeME
GTEx Bulk RNA-seq
HBA scRNA-seq
ImmGen
Million Veterans Program
Roadmap Epigenetics Project
UK Biobank
UKBB PPP
Getting Started
Getting Started
Initial Setup
Standard Workflow
Synapse
Adding Packages
Experiments Directory
Docker
AI Usage
Reference
Reference
mecfs_bio
mecfs_bio
mecfs_bio
analysis
analysis
analysis
all_ldsc_diagnostics
alzheimers
alzhiemers_ppp_rg_analysis
asthma
bmi_analysis
bmi_ppp_rg_analysis
cfs_genetic_corr
ct_ldsc_analysis
dbp_analysis
decode_me_fine_mapping
decode_me_h_magma
decode_me_initial_analysis
decode_me_pain_subtraction_ols
decode_me_polyfun_explain_fine_mapping
decode_me_polyfun_l2_sldsc_prior_fine_mapping
decode_me_ppp_rg_analysis
finngen_r13_migraine_analysis
heart_rate_recovery
hhv7_analysis
ibd_analysis
johnston_multisite_pain_analysis
ldl_analysis
lee_educational_attainment_analysis
lupus_analysis
million_veterans_cfs_initial_analysis
myocardial_infarction_ppp_rg_analysis
psoriasis_analysis
pullit_body_fat_analysis
red_blood_cell_volume
ref_data
right_heart_analysis
schizophrenia_analysis
syncope
uk_biobank_2025_migraine_analysis
runner
runner
runner
default_runner
asset_generator
asset_generator
asset_generator
annovar_37_basic_rsid_assignment
concrete_magma_asset_generator
concrete_sldsc_generator
concrete_standard_analysis_task_generator
concrete_vectorized_sldsc_generator
fine_mapping_asset_generator
genetic_correlation_asset_generator
h_magma_asset_generator
hba_magma_asset_generator
labeled_lead_variants_asset_generator
lcv_asset_generator
magma_curated_gene_set_analysis_generator
mixer_asset_generator
mr_with_cis_pqtl_asset_generator
polyfun_explain_fine_mapping_asset_generator
polyfun_prior_comparison_asset_generator
ukbb_broad_ld_matrix_generator
ukbb_ppp_rg_asset_generator
ukbb_ppp_single_gwas_generator
ukbb_ppp_slim_protein_asset_generator
assets
assets
assets
diagrams
diagrams
diagrams
example_genotype_phenotype
ld_same_branch_correlation
liability_threshold_ascertained_sample
liability_threshold_model
executable
executable
executable
extracted
extracted
extracted
magma_binary_extracted
raw
raw
raw
magma_binary_zip
gwas
gwas
gwas
alzheimers
alzheimers
alzheimers
bellenguez_et_al
bellenguez_et_al
bellenguez_et_al
analysis
analysis
analysis
bellenguez_pp_rg
bellenguez_standard_analysis
processed
processed
processed
extracted_bellinguez_data
raw
raw
raw
raw_bellenguez_data
asthma
asthma
asthma
han_et_al_2022
han_et_al_2022
han_et_al_2022
analysis
analysis
analysis
asthma_ppp_rg
asthma_ppp_two_sample_mr_cis
asthma_standard_analysis
mr
mr
mr
asthma_ppp_cis_mr_effect_measure_plot
asthma_ppp_cis_mr_label_with_uniprot
asthma_ppp_cis_mr_markdown
asthma_ppp_cis_mr_multiple_testing
asthma_ppp_cis_two_sample_mr_extract
auxiliary
auxiliary
auxiliary
prevalence_info
raw
raw
raw
raw_asthma_data
blood_pressure
blood_pressure
blood_pressure
keaton_et_al_diastolic
keaton_et_al_diastolic
keaton_et_al_diastolic
analysis
analysis
analysis
keaton_dbp_ppp_rg
keaton_dbp_standard_analysis
raw
raw
raw
raw_dbp_data
bmi
bmi
bmi
pulit_et_al_2018
pulit_et_al_2018
pulit_et_al_2018
analysis
analysis
analysis
pulit_bmi_ppp_rg
pulit_bmi_standard_analysis
processed
processed
processed
pulit_bmi_common_snps
raw
raw
raw
pulit_bmi_raw
body_fat_distribution
body_fat_distribution
body_fat_distribution
pullit_et_al_2018
pullit_et_al_2018
pullit_et_al_2018
processed_gwas_data
processed_gwas_data
processed_gwas_data
pullit_et_al_magma_task_generator
raw_gwas_data
raw_gwas_data
raw_gwas_data
pullit_et_al_raw_gwas_data
brainstem
brainstem
brainstem
whole_brainstem
whole_brainstem
whole_brainstem
xue_et_al
xue_et_al
xue_et_al
analysis
analysis
analysis
xue_whole_brainstem_standard_analysis
raw
raw
raw
raw_xue_whole_brainstem
c_reactive_protein
c_reactive_protein
c_reactive_protein
said_et_al
said_et_al
said_et_al
analysis
analysis
analysis
said_crp_standard_analysis
raw
raw
raw
raw_crp_gwas_data
ebv_dna
ebv_dna
ebv_dna
nyeo_et_al
nyeo_et_al
nyeo_et_al
analysis
analysis
analysis
ebv_dna_standard_analysis
raw
raw
raw
ebv_dna
educational_attainment
educational_attainment
educational_attainment
lee_et_al_2018
lee_et_al_2018
lee_et_al_2018
analysis
analysis
analysis
hba_magma_analysis
lee_et_al_2018_ldsc_diagnostic_plot
lee_et_al_edu_cis_pqtl_mr
lee_et_al_h2_by_ldsc
lee_et_al_standard_s_ldsc
processed_gwas_data
processed_gwas_data
processed_gwas_data
lee_et_al_magma_task_generator
raw_gwas_data
raw_gwas_data
raw_gwas_data
lee_et_al_catalog_harmonized
fibromyalgia
fibromyalgia
fibromyalgia
Kerrebijn_et_al
Kerrebijn_et_al
Kerrebijn_et_al
analysis
analysis
analysis
kerrebeijin_ppp_rg
standard_analysis_kerrebijin_fibro
raw
raw
raw
kerrebijin_et_al_fibro_raw
heart_rate_recovery
heart_rate_recovery
heart_rate_recovery
verweij_et_al_2018
verweij_et_al_2018
verweij_et_al_2018
analysis
analysis
analysis
verweiji_standard_analysis
processed
processed
processed
raw
raw
raw
verweij_raw_summary
height
height
height
yengo_2022
yengo_2022
yengo_2022
analysis
analysis
analysis
yengo_standard_analysis
raw
raw
raw
yengo_height_raw
human_herpesvirus_7_dna
human_herpesvirus_7_dna
human_herpesvirus_7_dna
kamitaki_et_al_2025
kamitaki_et_al_2025
kamitaki_et_al_2025
analysis
analysis
analysis
kamitaki_et_al_2025_standard_analysis
raw
raw
raw
kamitaki_et_al_2025_raw
imaging_derived_heart_phenotypes
imaging_derived_heart_phenotypes
imaging_derived_heart_phenotypes
pirruccello_et_al_2022
pirruccello_et_al_2022
pirruccello_et_al_2022
analysis
analysis
analysis
rvef_standard_analysis
processed
processed
processed
extracted_rvef_data
raw
raw
raw
raw_right_heart_data
inflammatory_bowel_disease
inflammatory_bowel_disease
inflammatory_bowel_disease
liu_et_al_2023
liu_et_al_2023
liu_et_al_2023
analysis
analysis
analysis
cis_pqtl_mr
liu_et_al_lead_variants
liu_et_al_s_lsdc
magma
magma
magma
liu_et_al_2023_eur_37_hba_magma_analysis
liu_et_al_2023_eur_37_magma_ensembl_specific_tisssue_gene_sets
liu_et_al_2023_eur_37_specific_tissue_bar_plot
auxiliary
auxiliary
auxiliary
prevalence_nfo
processed_gwas_data
processed_gwas_data
processed_gwas_data
liu_et_al_2023_eur_37_harmonized_assign_rsid_via_snp150_annovar
liu_et_al_2023_eur_37_harmonized_assign_rsid_via_snp150_annovar_with_dups
liu_et_al_2023_eur_37_harmonized_assign_rsid_via_snp150_sumstats
liu_et_al_2023_eur_37_harmonized_with_rsid_sumstats
liu_et_al_2023_eur_liftover_to_37_parquet
liu_et_al_2023_eur_liftover_to_37_sumstats
liu_et_al_2023_eur_liftover_to_37_sumstats_harmonized
liu_et_al_2023_eur_liftover_to_37_with_rsid
liu_et_al_2023_eur_only
magma
magma
magma
liu_et_al_2023_eur_37_magma_ensembl_annotations
liu_et_al_2023_eur_37_magma_ensembl_gene_analysis
liu_et_al_2023_eur_37_magma_snp_locs
liu_et_al_2023_eur_ibd_37_p_values
raw_gwas_data
raw_gwas_data
raw_gwas_data
liu_et_al_2023_meta
ldl
ldl
ldl
million_veterans
million_veterans
million_veterans
analysis
analysis
analysis
ldl_standard_sldsc
million_veterans_ldl_eur_magma_task_generator
mv_ldl_heritability_task
mv_ldl_ldsc_diagnostic_plot
auxiliary
auxiliary
auxiliary
mv_ldl_pheotype_info
processed_gwas_data
processed_gwas_data
processed_gwas_data
raw_gwas_data
raw_gwas_data
raw_gwas_data
raw_ldl_data
multistudy
multistudy
multistudy
genetic_correlation
genetic_correlation
genetic_correlation
ct_ldsc
ct_ldsc
ct_ldsc
ct_ldsc_ldl
willer_et_al
willer_et_al
willer_et_al
analysis
analysis
analysis
willer_ldl_standard_analysis
auxiliary
auxiliary
auxiliary
willer_ldl_phenotype_info
raw
raw
raw
raw_willer_ldl_data
me_cfs
me_cfs
me_cfs
astra_zenica_phewas_gene_level
astra_zenica_phewas_gene_level
astra_zenica_phewas_gene_level
processed
processed
processed
acat_az_phewas
pivoted_az_phewas
raw
raw
raw
get_mecfs_az_phewas
decode_me
decode_me
decode_me
analysis
analysis
analysis
decode_me_gwas_1_cis_pqtl_mr
decode_me_gwas_1_combined_gene_list_markdown
decode_me_gwas_1_combined_gene_list_with_gget
decode_me_gwas_1_combined_gene_lists
decode_me_gwas_1_ldsc
decode_me_gwas_1_ldsc_diagnostic_plot
decode_me_gwas_1_lead_variant_region_plots
decode_me_gwas_1_lead_variants
decode_me_gwas_1_lead_variants_gene_labeled
decode_me_gwas_1_lead_variants_markdown
decode_me_gwas_1_manhattan
decode_me_gwas_1_manhattan_and_qq
decode_me_ppp_rg
decode_me_region_plot_BTN1A1_locus_37
decode_me_region_plot_rabgap1l_locus_37
decode_me_sldsc
build_38
build_38
build_38
decode_me_build_38_s_ldsc
build_38_s_ldsc_export
build_38_s_ldsc_export
build_38_s_ldsc_export
build_38_roadmap_add_modaility
build_38_s_ldsc_all_tables
build_38_s_ldsc_all_tables_bonferroni
build_38_s_ldsc_all_tables_fdr
fine_mapping
fine_mapping
fine_mapping
polyfun_approach_2_l2_sldsc_prior
polyfun_approach_2_l2_sldsc_prior
polyfun_approach_2_l2_sldsc_prior
decode_me_l2_sldsc_prior
prior_comparison_decode_me_37_chr1_174_128_548
prior_comparison_decode_me_37_chr6_26_215_000
prior_comparison_decode_me_37_chr6_97_505_620
prior_comparison_decode_me_37_chr15_54_925_638
prior_comparison_decode_me_37_chr17_50_237_377
prior_comparison_decode_me_37_chr20_47_653_230
susie_explain_decode_me_37_chr1_174_128_548_l2_sldsc_prior
susie_explain_decode_me_37_chr6_26_215_000_l2_sldsc_prior
susie_explain_decode_me_37_chr6_97_505_620_l2_sldsc_prior
susie_explain_decode_me_37_chr15_54_925_638_l2_sldsc_prior
susie_explain_decode_me_37_chr17_50_237_377_l2_sldsc_prior
susie_explain_decode_me_37_chr20_47_653_230_l2_sldsc_prior
polyfun_explainability
polyfun_explainability
polyfun_explainability
susie_explain_decode_me_37_chr1_174_128_548
susie_explain_decode_me_37_chr6_26_215_000
susie_explain_decode_me_37_chr6_97_505_620
susie_explain_decode_me_37_chr15_54_925_638
susie_explain_decode_me_37_chr17_50_237_377
susie_explain_decode_me_37_chr20_47_653_230
with_palindromes
with_palindromes
with_palindromes
susie_finemap_decode_me_37_chr1_174_128_548_locus_palindromes
susie_finemap_decode_me_37_chr6_26_215_000_locus_palindromes
susie_finemap_decode_me_37_chr6_97_505_620_locus_palindromes
susie_finemap_decode_me_37_chr15_54_925_638_locus_plalindindromes
susie_finemap_decode_me_37_chr17_50_237_377_locus_palindromes
susie_finemap_decode_me_37_chr20_47_653_230_locus_palindromes
h_magma
h_magma
h_magma
decode_me_h_magma_asset_generator
magma
magma
magma
decode_me_curated_gene_set_analysis
decode_me_filtered_gene_list
decode_me_filtered_gene_list_with_gene_metadata
decode_me_filtered_gene_list_with_gene_metadata_drop_cols
decode_me_gwas_1_build_37_entrez_gsea_hallmark_gene_sets
decode_me_gwas_1_build_37_magma_ensembl_specific_tissue_gene_sets
decode_me_gwas_1_build_37_magma_ensembl_specific_tissue_gene_sets_brain_average
decode_me_hba_magma_analysis
decode_me_magma_gene_plot
decode_me_magma_gene_plot_with_window
decode_me_magma_gene_table_markdown
magma_specific_tissue_bar_plot
magma_specific_tissue_bar_plot_brain_average
mixer
mixer
mixer
decode_me_univariate_mixer
s_ldsc_export
s_ldsc_export
s_ldsc_export
decode_me_sldsc_all_tables
decode_me_sldsc_all_tables_bonferroni
decode_me_sldsc_all_tables_combined
decode_me_sldsc_all_tables_fdr
decode_me_sldsc_roadmap_add_modality_column
auxiliary
auxiliary
auxiliary
prevalance_info
processed_gwas_data
processed_gwas_data
processed_gwas_data
decode_me_annovar_37_rsids_assignment
decode_me_gwas_1_37_parquet_file
decode_me_gwas_1_annovar_37_sumstats
decode_me_gwas_1_build_37_with_rsid
decode_me_gwas_1_sumstats_liftover_to_37
decode_me_gwas_1_sumstats_minimal_processing
decode_me_with_annovar_37_rsids_sumstats
filtered_snps_gwas_1
build_38
build_38
build_38
decode_me_gwas_1_assign_rsids_build_38
magma
magma
magma
decode_me_gwas_1_build_37_magma_ensembl_annotations
decode_me_gwas_1_build_37_magma_ensembl_annotations_with_window
decode_me_gwas_1_build_37_magma_ensembl_gene_analysis
decode_me_gwas_1_build_37_magma_ensembl_gene_analysis_with_window
decode_me_gwas_1_build_37_magma_entrez_annotations
decode_me_gwas_1_build_37_magma_entrez_gene_analysis
decode_me_gwas_1_build_37_magma_snp_locs
decode_me_gwas_1_build_37_magma_snp_p_values
prep_for_fine_mapping
prep_for_fine_mapping
prep_for_fine_mapping
chr1_173_locus
chr1_173_locus
chr1_173_locus
harmonize_with_polyfun_reference_alleles
harmonize_with_polyfun_reference_rsid
raw_gwas_data
raw_gwas_data
raw_gwas_data
decode_me_gwas_1
decode_me_quality_control_snps
decode_me_female
decode_me_female
decode_me_female
analysis
analysis
analysis
decode_me_female_standard_analysis
auxiliary
auxiliary
auxiliary
decode_me_female_phenotype_info
processed
processed
processed
filtered_snps_decode_me_female
raw
raw
raw
decode_me_female_raw
decode_me_gwas_2
decode_me_gwas_2
decode_me_gwas_2
analysis
analysis
analysis
decode_me_gwas_2_standard_analysis
auxiliary
auxiliary
auxiliary
decode_me_gwas_2_phenotype_info
processed
processed
processed
filtered_snps_decode_me_gwas_2
raw
raw
raw
decode_me_gwas_2_raw
decode_me_infectious_onset
decode_me_infectious_onset
decode_me_infectious_onset
analysis
analysis
analysis
decode_me_infectious_onset_standard_analysis
auxiliary
auxiliary
auxiliary
decode_me_infectious_onset_phenotype_info
processed
processed
processed
filtered_snps_decode_me_infectious_onset
raw
raw
raw
decode_me_infectious_onset_raw
decode_me_male
decode_me_male
decode_me_male
analysis
analysis
analysis
decode_me_male_standard_analysis
auxiliary
auxiliary
auxiliary
decode_me_male_phenotype_info
processed
processed
processed
filtered_snps_decode_me_male
raw
raw
raw
decode_me_male_raw
decode_me_minus_pain
decode_me_minus_pain
decode_me_minus_pain
analysis
analysis
analysis
residual_genetic_corr_ols
standard_analysis_decodeme_minus_pain_ols
raw
raw
raw
decode_me_minus_pain_ols_extract
decode_me_non_infectious_onset
decode_me_non_infectious_onset
decode_me_non_infectious_onset
analysis
analysis
analysis
decode_me_non_infectious_onset_standard_analysis
auxiliary
auxiliary
auxiliary
decode_me_non_infectious_onset_phenotype_info
processed
processed
processed
filtered_snps_decode_me_non_infectious_onset
raw
raw
raw
decode_me_non_infectious_onset_raw
million_veterans
million_veterans
million_veterans
analysis
analysis
analysis
million_veterans_cfs_standard_analysis
auxiliary
auxiliary
auxiliary
pheotype_info
raw
raw
raw
million_veterans_cfs_download
multistudy
multistudy
multistudy
analysis
analysis
analysis
genetic_correlation
genetic_correlation
genetic_correlation
ct_ldsc
ct_ldsc
ct_ldsc
ct_ldsc_mecfs_studies
ct_ldsc_mecfs_studies_plot
neale_lab
neale_lab
neale_lab
analysis
analysis
analysis
neale_lab_cfs_standard_analysis
auxiliary
auxiliary
auxiliary
neale_lab_cfs_phenotype_info
processed
processed
processed
neale_lab_cfs_gwas_joined
raw
raw
raw
neale_lab_cfs_gwas_download
migraine
migraine
migraine
finngen_r13
finngen_r13
finngen_r13
analysis
analysis
analysis
finngen_r13_migraine_standard_analysis
auxiliary
auxiliary
auxiliary
finngen_r13_column_specifiers
prevalence_info
processed
processed
processed
finngen_r13_migraine_common_snps
raw
raw
raw
finngen_r13_migraine_raw
finngen_r13_migraine_no_aura
finngen_r13_migraine_no_aura
finngen_r13_migraine_no_aura
analysis
analysis
analysis
finngen_r13_migraine_no_aura_standard_analysis
auxiliary
auxiliary
auxiliary
prevalence_info
processed
processed
processed
finngen_r13_migraine_no_aura_common_snps
raw
raw
raw
finngen_r13_migraine_no_aura_raw
finngen_r13_migraine_triptan
finngen_r13_migraine_triptan
finngen_r13_migraine_triptan
analysis
analysis
analysis
finngen_r13_migraine_triptan_standard_analysis
auxiliary
auxiliary
auxiliary
prevalence_info
processed
processed
processed
finngen_r13_migraine_triptan_common_snps
raw
raw
raw
finngen_r13_migraine_triptan_raw
finngen_r13_migraine_with_aura
finngen_r13_migraine_with_aura
finngen_r13_migraine_with_aura
analysis
analysis
analysis
finngen_r13_migraine_with_aura_standard_analysis
auxiliary
auxiliary
auxiliary
prevalence_info
processed
processed
processed
finngen_r13_migraine_with_aura_common_snps
raw
raw
raw
finngen_r13_migraine_with_aura_raw
million_veterans
million_veterans
million_veterans
analysis
analysis
analysis
million_veterans_migraine_standard_analysis
raw
raw
raw
million_veterans_migraine_raw
multistudy
multistudy
multistudy
ct_ldsc_migraine_studies
uk_biobank_2025
uk_biobank_2025
uk_biobank_2025
analysis
analysis
analysis
uk_biobank_2025_migraine_standard_analysis
processed
processed
processed
uk_biobank_2025_migraine_common_snps
raw
raw
raw
uk_biobank_2025_migraine_raw
multi_trait
multi_trait
multi_trait
genetic_correlation
genetic_correlation
genetic_correlation
ct_ldsc
ct_ldsc
ct_ldsc
ct_ldsc_initial_asset_generator
ct_ldsc_plot
mi_willer_ldl_correlation
lava
lava
lava
initial_lava
genomic_sem
genomic_sem
genomic_sem
decode_me_minus_pain_subtraction_ols
lcv
lcv
lcv
ldl_mi_lcv_analysis
mecf_pain_lcv_analysis
mi_lcv_analysis
polygenic_overlap
polygenic_overlap
polygenic_overlap
bivariate_mixer
bivariate_mixer
bivariate_mixer
mecfs_pain_bivariate_mixer
multisite_pain
multisite_pain
multisite_pain
johnston_et_al
johnston_et_al
johnston_et_al
analysis
analysis
analysis
johnston_ppp_rg
johnston_standard_analysis
magma
magma
magma
johnston_gene_level_magma_plot
mixer
mixer
mixer
johnston_et_al_univariate_mixer
auxiliary
auxiliary
auxiliary
sample_info
processed
processed
processed
extracted_johnston_data
raw
raw
raw
raw_johnston_data
myocardial_infarction
myocardial_infarction
myocardial_infarction
analysis
analysis
analysis
mi_ppp_rg
mi_standard_analysis
raw
raw
raw
raw_mi_data
psoriasis
psoriasis
psoriasis
million_veterans
million_veterans
million_veterans
analysis
analysis
analysis
processed_gwas_data
processed_gwas_data
processed_gwas_data
million_veterans_psoriasis_eur_magma_task_generator
raw_gwas_data
raw_gwas_data
raw_gwas_data
raw_psoriasis_data
red_blood_cell_volume
red_blood_cell_volume
red_blood_cell_volume
million_veterans
million_veterans
million_veterans
analysis
analysis
analysis
rbc_vol_sldsc
rbc_volume_magma_task_generator
raw_gwas_data
raw_gwas_data
raw_gwas_data
raw_red_blood_volume
rheumtoid_arthritis
rheumtoid_arthritis
rheumtoid_arthritis
decode_seronegative
decode_seronegative
decode_seronegative
analysis
analysis
analysis
ra_seronegative_standard_analysis
processed
processed
processed
ra_seronegative_preprocess
raw
raw
raw
download_raw_ra_seronegative
decode_seropositive
decode_seropositive
decode_seropositive
analysis
analysis
analysis
ra_seropositive_ppp_rg
ra_seropositive_standard_analysis
processed
processed
processed
ra_seropositive_preprocess
raw
raw
raw
download_raw_ra_seropositive
util
util
util
decode_cohort_sample_sizes
schizophrenia
schizophrenia
schizophrenia
pgc2022
pgc2022
pgc2022
analysis
analysis
analysis
pgc2022_ppp_rg
sch_clustermap_plot
magma
magma
magma
pgc2022_sch_magma_human_brain_atlas
pgc2022_sch_magma_human_brain_atlas_conditional_analysis
pgc2022_sch_magma_human_brain_atlas_plot
pgc2022_sch_magma_human_brain_atlas_results_extract
pgc2022_sch_magma_human_brain_atlas_results_labeled
pgc2022_sch_magma_human_brain_atlas_results_multiple_testing
pgc_2022_magma_hba_spec_matrix_filtered
pgc_2022_sch_human_brain_atlas_stepwise_plot
pgc_2022_sch_magma_human_brain_atlas_forward_stepwise
drg
drg
drg
auxiliary
auxiliary
auxiliary
prevalance_info
processed
processed
processed
standard_analysis_sc_pgc_2022
magma
magma
magma
pgc2022_sch_entrez_annotations
pgc2022_sch_magna_entrez_gene_analysis
raw
raw
raw
raw_sch_pgc2022
syncope
syncope
syncope
aegisdottir_et_al
aegisdottir_et_al
aegisdottir_et_al
analysis
analysis
analysis
syncope_hba_magma_task_generator
syncope_magma_task_generator
syncope_s_ldsc
auxiliary
auxiliary
auxiliary
prevelnce_info
processed
processed
processed
sumstats_liftover_dump_to_parquet
syncope_sumstats_explode_and_scale
syncope_sumstats_liftover
syncope_sumstats_liftover_hapmap3_dedup
raw
raw
raw
raw_syncope_data
systemic_lupus_erythematosus
systemic_lupus_erythematosus
systemic_lupus_erythematosus
bentham_et_al_2015
bentham_et_al_2015
bentham_et_al_2015
analysis_results
analysis_results
analysis_results
bentham_2015_gene_sets
bentham_2015_raw_37_lead_variant_region_plots
bentham_2015_raw_37_lead_variants
bentham_2015_standard_analysis
auxiliary
auxiliary
auxiliary
prevalence_info
processed_gwas_data
processed_gwas_data
processed_gwas_data
bentham_2015_harmonized_sumstats_minimal_processing
bentham_2015_raw_sumstats_minimal_processing
raw_gwas_data
raw_gwas_data
raw_gwas_data
bentham_2015_raw_build_37
raw_gwas_data_harmonized
raw_gwas_data_harmonized
raw_gwas_data_harmonized
bentham_2015_harmonized_build_38
triglycerides
triglycerides
triglycerides
willer_et_al
willer_et_al
willer_et_al
analysis
analysis
analysis
triglycide_standard_analysis
raw
raw
raw
raw_triglyceride_data
ukbb_ppp
ukbb_ppp
ukbb_ppp
btn1a1
btn1a1
btn1a1
generator
generator
generator
retrieve_and_process
raw
raw
raw
ppp_database
ppp_database
ppp_database
hapmap3
hapmap3
hapmap3
eur_discovery_hapmap3_ppp_database_protein_files
eur_discovery_hapmap3_ppp_heritability
eur_discovery_hapmap_3_heritability_figure_table
hapmap3_ppp_membership_list
hapmap_3_ppp_index
rabgap1l
rabgap1l
rabgap1l
analysis
analysis
analysis
fine_mapping
fine_mapping
fine_mapping
prep_for_fine_mapping
prep_for_fine_mapping
prep_for_fine_mapping
chr1_173_locus
chr1_173_locus
chr1_173_locus
processed
processed
processed
raw
raw
raw
reference_data
reference_data
reference_data
db_snp
db_snp
db_snp
db_sn150_build_37_annovar_proc_parquet
db_sn150_build_37_annovar_proc_parquet_rename
db_sn150_build_37_annovar_proc_parquet_rename_unique
db_snp150_build_37_annovar_proc
db_snp_build_37_as_parquet
db_snp_build_37_as_parquet_unnest_ref
db_snp_build_37_as_parquet_unnest_ref_sorted
db_snp_vcf_file_for_rsid_assignment_build_37
db_snp_vcf_file_with_index_build_37
db_snp_vcf_file_with_index_build_38
snp151_build37_parquet
snp151_build_37
ensembl_biomart
ensembl_biomart
ensembl_biomart
gene_thesaurus
finngen
finngen
finngen
raw
raw
raw
finngen_r13_manifest_raw
gene_set_data
gene_set_data
gene_set_data
for_magma
for_magma
for_magma
from_fuma
from_fuma
from_fuma
gtex_v8_tissue_type_gene_sets
from_gsea_msigdb
from_gsea_msigdb
from_gsea_msigdb
auxiliary
auxiliary
auxiliary
extracted
extracted
extracted
full_msigdb_sqlite_extracted
gsea_entrez_human_gene_set_2025_v1_extracted
processed
processed
processed
full_msigdb_parquet_from_sqlite
raw
raw
raw
full_msigdb_sqlite_zipped
gsea_entrez_human_gene_set_2025_v1
genetic_map
genetic_map
genetic_map
genetic_map_hg19
genome_sequence
genome_sequence
genome_sequence
ucsc_hg19_fasta
ucsc_hg38_fasta
genomic_sem_reference
genomic_sem_reference
genomic_sem_reference
genomes_1k
hapmap3_snpist
gnomad
gnomad
gnomad
gnomad_allele_frequency_panels
gnomad_releases
h_magma_annotations
h_magma_annotations
h_magma_annotations
raw
raw
raw
adult_brain_h_magma_annot
cortical_neuron_h_magma_annot
fetal_brain_h_magma_annot
ipsc_derived_astro_h_magma_annot
ipsc_derived_neuro_h_magma_annot
midbrain_da_h_magma_annot
human_brain_atlas
human_brain_atlas
human_brain_atlas
raw
raw
raw
cluster_annotation_term_metadata
lava
lava
lava
lava_ld_reference
lava_ld_reference
lava_ld_reference
g1000_eur
g1000_eur
g1000_eur
processed
processed
processed
lava_thousand_geomes_eur_ld_ref_extracted
raw
raw
raw
thousand_genomes_eur_ld_ref
ukbb
ukbb
ukbb
raw
raw
raw
ukbb_lava_ld_ref
lava_locus_file
lava_locus_file
lava_locus_file
default
default
default
raw
raw
raw
default_lava_locus_file
lava_vignette_data
lava_vignette_data
lava_vignette_data
lava_vignette_data
laval_locus_definitions
laval_locus_definitions
laval_locus_definitions
raw
raw
raw
linkage_disequilibrium_score_reference_data
linkage_disequilibrium_score_reference_data
linkage_disequilibrium_score_reference_data
custom
custom
custom
roadmap_cell_type_categorization
extracted
extracted
extracted
eur_ld_scores_thousand_genome_phase_3_v1_extracted
eur_ld_scores_thousand_genomes_phase_3_v1_consolidated
partitioned_model_cahoy_ld_scores_extracted
partitioned_model_corces_atac_ld_scores_extracted
partitioned_model_gtex_brain_ld_scores_extracted
partitioned_model_immgen_ld_scores_extracted
partitioned_model_multi_tissue_chromatin_ld_scores_extracted
partitioned_model_multi_tissue_gene_expr_ld_score_extracted
partitioned_model_regression_weights_extracted
thousand_genome_baseline_ld_extracted
from_papers
from_papers
from_papers
finucane_2018_franke_gtex_categories
finucane_2018_immgen_categories
prepared
prepared
prepared
prepared_sldsc_reference_sets
raw
raw
raw
eur_ld_scores_thousand_genome_phase_3_v1_raw
partitioned_model_allele_freq
partitioned_model_baseline_ld_scores
partitioned_model_cahoy_ld_scores
partitioned_model_corces_atac
partitioned_model_gtex_brain_ld_scores
partitioned_model_immgen_ld_scores
partitioned_model_multi_tissue_chromatin_ld_scores
partitioned_model_multi_tissue_gene_expr_ld_scores
partitioned_model_regression_weights
magma_gene_locations
magma_gene_locations
magma_gene_locations
processed
processed
processed
magma_entrez_gene_locations_data_build_37_unzipped
raw
raw
raw
magma_ensembl_gene_location_reference_data_build_37
magma_entrez_gene_location_reference_data_build_37
magma_entrez_gene_location_reference_data_build_38
magma_ld_reference
magma_ld_reference
magma_ld_reference
magma_eur_build_37_1k_genomes_ref_extracted
magma_eur_build_37_1k_genomes_ref_raw
magma_specificity_matrices
magma_specificity_matrices
magma_specificity_matrices
processed
processed
processed
curated_potential_mecfs_gene_sets_specificity_matrix
curated_potential_mecfs_gene_sets_specificity_matrix_reduced
raw
raw
raw
magma_specificity_matrix_from_hbca_rna_duncan
mixer
mixer
mixer
hello_world
hello_world
hello_world
mixer_hello_world_data
processed
processed
processed
mixer_g1000_plink_eur_extracted
raw
raw
raw
mixer_g1000_plink_eur_raw
neale_lab_reference_data
neale_lab_reference_data
neale_lab_reference_data
neale_lab_phenotype_summary_file
neale_lab_variant_list
pan_ukbb
pan_ukbb
pan_ukbb
pan_ukbb_allele_frequencies
pan_ukbb_variant_manifest
polyfun
polyfun
polyfun
annotations
annotations
annotations
annotation_ridge_weights
baseline_lf_annotation_names
baseline_lf_annotations
baseline_lf_ldscores
precomputed_prior
precomputed_prior
precomputed_prior
polyfun_precomputed_prior
pqtls
pqtls
pqtls
processed
processed
processed
sun_et_al_2023_pqtls_combined_extracted
sun_et_al_2023_pqtls_discovery_extracted
sun_et_al_2023_st3_extracted
raw
raw
raw
sun_et_al_2023_pqtls
research_paper_supplementary_material
research_paper_supplementary_material
research_paper_supplementary_material
duncan_et_al_2025
duncan_et_al_2025
duncan_et_al_2025
processed
processed
processed
duncan_et_al_2025_st1_extracted
duncan_et_al_2025_st1_label_columns
raw
raw
raw
duncan_et_al_2025_supplementary_raw
rna_seq_data
rna_seq_data
rna_seq_data
gtex
gtex
gtex
gtex_v10_median_tissue_expression_rna_seq_extracted
gtex_v10_median_tissue_expression_rna_seq_prep_for_magma
gtex_v10_median_tissue_expression_rna_seq_prep_for_magma_brain_average
gtex_v10_median_tissue_expression_rna_seq_raw
yu_drg
yu_drg
yu_drg
processed
processed
processed
yu_drg_cepo_specificity_matrix
yu_drg_counts_long
yu_drg_counts_long_with_cell_type
yu_drg_extracted_counts_data
yu_drg_extracted_counts_with_ensemlb_gene_names
yu_drg_frac_specificity_matrix
raw
raw
raw
yu_drg_metadata_table
yu_drg_raw_counts_rdata
thousand_genomes
thousand_genomes
thousand_genomes
common_1kg_variants_eur_hg38
eur_hg19_vcf
eur_hg38_30x_vcf
eur_panel_allele_frequencies
ukbb_ld_matrices
ukbb_ld_matrices
ukbb_ld_matrices
from_polyfun
from_polyfun
from_polyfun
chr1_173000001
chr1_173000001
chr1_173000001
chr1_173000001_176000001_labels
chr1_173000001_176000001_matrix
chr_1_174000001
chr_1_174000001
chr_1_174000001
chr1_174000001_177000001_labels
chr1_174000001_177000001_matrix
ukbb_ppp_sumstats
ukbb_ppp_sumstats
ukbb_ppp_sumstats
regenerate_ppp_manifest
rabgap1l
rabgap1l
rabgap1l
analysis
analysis
analysis
ukbb_rabgap1l_region_plot_37
processed
processed
processed
stack_ukbb_rabgap1l
ukbb_rabgap1l_sumstats_37
untar_ukbb_rabgap_1l
raw
raw
raw
ukbb_ppp_rabgap1l
uniprot
uniprot
uniprot
uniprot_lookup_table
build_system
build_system
build_system
sample_size_spec
asset
asset
asset
base_asset
directory_asset
file_asset
data_manipulation
data_manipulation
data_manipulation
xr_data
xr_data
xr_data
xr_gene_dataset
xr_gene_dataset_load
xr_gene_specificity_heatmap
meta
meta
meta
asset_id
base_meta
diagram_file_meta
executable_meta
filtered_gwas_data_meta
gwas_summary_file_meta
harmonization_info
markdown_file_meta
meta
plot_file_meta
plot_meta
processed_gwas_data_directory_meta
result_archive_meta
result_directory_meta
result_table_meta
simple_directory_meta
simple_file_meta
gwaslab_meta
gwaslab_meta
gwaslab_meta
gwaslab_lead_variants_meta
gwaslab_manhattan_plot_meta
gwaslab_region_plots_meta
gwaslab_sumstats_meta
read_spec
read_spec
read_spec
dataframe_read_spec
read_dataframe
read_path
read_spec
read_sumstats
reference_meta
reference_meta
reference_meta
fasta_meta
harmonizable_reference_table_meta
panel_allele_frequency_columns
reference_data_directory_meta
reference_file_meta
rebuilder
rebuilder
rebuilder
base_rebuilder
sandboxed_execute
tracking_sandboxed_execute
fetch
fetch
fetch
base_fetch
restricted_fetch
metadata_to_path
metadata_to_path
metadata_to_path
base_meta_to_path
remapping_meta_to_path
simple_meta_to_path
verifying_trace_rebuilder
verifying_trace_rebuilder
verifying_trace_rebuilder
verifying_trace_info
verifying_trace_rebuilder_core
tracer
tracer
tracer
base_tracer
imohash
simple_hasher
reference
reference
reference
nc_chrom_mapping
schemas
schemas
schemas
chrom_rename_rules
hg19_sn151_schema
hg19_snp151_schema_valid_choms
runner
runner
runner
check_roots_available
gc_post_execute_hook
info_purge
simple_runner
scheduler
scheduler
scheduler
asset_retrieval
topological_scheduler
serialization
serialization
serialization
converter
task
task
task
acat_task
assign_rsids_via_snp151_task
base_task
combine_gene_lists_task
compressed_csv_to_parquet_task
concat_frames_in_dir_task
concat_frames_task
consolidate_ld_scores_task
convert_dataframe_to_markdown_task
copy_file_from_directory_task
copy_files_into_directory_task
copy_task
counting_task
dataframe_output
discard_deps_task_wrapper
download_file_task
download_files_into_directory_task
download_from_google_drive_task
external_directory_copy_task
external_file_copy_task
extract_all_from_zip_task
extract_dataframe_from_rdata_task
extract_gzip_task
extract_sheet_from_excel_file_task
extract_tar_gzip_task
extraction_one_file_from_zip_task
failing_task
fake_task
fetch_gget_info_task
filter_snps_by_frequency
filter_snps_task
fixed_effect_meta_analysis_task
gene_manhattan_plot_task
gene_tissue_expression_clustermap_task
genetic_correlation_clustermap_task
get_file_from_synapse_task
get_uniprot_reference_data_task
harmonize_gwas_with_reference_table_via_chrom_pos_alleles
harmonize_gwas_with_reference_table_via_rsid
join_dataframes_task
lava_task
make_executable_wrapper_task
multiple_testing_table_task
osf_retrieve_task
pipe_dataframe_task
plot_mr_effect_measure_task
rename_cols_task
specificity_cepo_task
specificity_frac_task
sqlite_to_parquet_task
susie_stacked_plot_task
task_util
two_sample_mr_task
typst_diagram_task
typst_source
upset_plot_task
whitespace_sep_text_to_parquet_task
zip_dir_task
annotation_weights
annotation_weights
annotation_weights
build_baseline_lf_annotation_parquet_task
chromosome_blocked_ridge
l2_sldsc_snpvar_task
ridge_annotation_weights_task
stream_extract_annotation_parquets_task
genome_reference_harmonization
genome_reference_harmonization
genome_reference_harmonization
allele_classes
ambiguous_indels
fasta
flip
genome_reference_harmonization_task
indexed_fasta_task
options
outcomes
palindromes
panel_batch_checks
reference_panel_task
resolve_chromosome
trust
gnomad
gnomad
gnomad
gnomad_allele_frequency_panel_task
gnomad_chromosome_allele_frequency_task
gnomad_release
pan_ukbb
pan_ukbb
pan_ukbb
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gwaslab_cell_analysis_by_sldsc
gwaslab_create_sumstats_task
gwaslab_genetic_corr_by_ct_ldsc_task
gwaslab_lead_variants_task
gwaslab_manhattan_and_qq_plot_task
gwaslab_region_plot_task_arbitrary_locus
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gwaslab_sumstats_to_table_task
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magma_gene_analysis_task
magma_gene_set_analysis_task
magma_plot_brain_atlas_result_with_stepwise_labels
magma_plot_gene_set_result
magma_snp_location_task
magma_subset_specificity_matrix_using_top_labels
plot_magma_brain_atlas_result
prepare_gene_sets_for_magma_task
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attenuation_ratio_pipe
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compute_mlog10p_pipe
compute_p_from_beta_se
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concat_str_pipe
data_processing_pipe
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drop_indels_pipe
drop_nan_pipe
drop_null_pipe
drop_palindromes_pipe
duckdb_mem_limit_pipe
effective_n_from_cohort_string_pipe
expr_pipe
filter_rows_by_info_score
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format_numbers_pipe
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heritability_conversion_pipe
identity_pipe
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log_markdown_pipe
max_with_constant_pipe
min_variants_for_cumulative_mass
move_col_to_front_pipe
multiple_testing_pipe
pivot_pipe
rename_col_by_position_pipe
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replace_pipe
scale_col_pipe
select_pipe
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polyfun_prior_comparison_table_task
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allele_key
build_slim_protein_parquet_task
byte_stream_split_parquet
common_1kg_membership_task
construct_ppp_variant_index_task
filter_common_1kg_variants_task
hapmap3_membership_task
protein_sample_size_task
ppp_ldsc
ppp_ldsc
ppp_ldsc
batched_ldsc_h2
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gene_coords
ppp_ldsc_context
ppp_protein_heritability_task
ppp_protein_rg_task
trait_alignment
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ld_score_files
prepare_ldcts_annotation_set_task
prepare_sldsc_baseline_task
prepared_sldsc_reference
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