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FinnGen Handbook
  • Introduction
  • Where to begin
    • Quick guides
      • New to FinnGen
      • Green data users
      • Red data users
    • I'm new to FinnGen, where is the best place for me to start?
    • What kind of questions can I ask of FinnGen data?
    • How do I make a custom endpoint?
    • How do I run a GWAS of a phenotype I created myself?
    • I'm interested in FinnGen rare variant phenotypes
  • Background Concepts
    • Basics of Genetics
    • Linkage Disequilibrium (LD)
    • Genotype Imputation
    • Genotype Data Processing and Quality Control (QC)
    • GWAS Analysis
    • P Values
    • Heritability and genetic correlations
    • Finemapping
    • Conditional analysis
    • Colocalization
    • Using Polygenic Risk Scores
    • PheWAS analysis
    • Survival analysis
    • Longitudinal Data Analysis
    • GWAS Association to Biological Function
    • Genetic Data Resources outside FinnGen
    • Getting Started with Unix
    • Getting Started with R
    • Structure of the FinnGen project
    • Finnish gene pool and health register data
  • FinnGen Data Specifics
    • FinnGen Data Freezes and Releases
    • Analysis proposals
      • What is a FinnGen analysis proposal and when do I need to submit one?
      • How do I submit an analysis proposal?
      • How are analysis proposals handled?
      • What is a FinnGen bespoke analysis proposal and when do I need to submit one?
      • How do I submit a bespoke analysis proposal?
      • How are bespoke analysis proposals handled?
      • What is the difference between FinnGen analysis proposals and FinnGen bespoke analyses?
      • Existing analysis proposals
    • Finnish Health Registries and Medical Coding
      • Finnish health registries
      • Register data pre-processing
      • Data Masking/Blurring of Visit Dates
      • International and Finnish Health Code Sets
      • More information on health code sets
      • VNR code mapping to RxNorm
      • Register code translation files
    • Endpoints
      • FinnGen clinical endpoints
      • History of creating the FinnGen endpoints
      • Location of FinnGen Endpoint and Control Description Files
        • What's new in DF13 endpoints
        • What’s new in DF12 endpoints
        • What’s new in DF11 endpoints
        • What’s new in the DF10 endpoints
        • What’s new in DF9 endpoints
        • What’s new in DF8 endpoints
      • Interpretation of Endpoint Definition file
      • Location of Endpoint Quality Control Report
      • Creating a User-defined Endpoint(s)
      • Requesting a User-defined Endpoint to be included in Core Analysis
      • Complete follow-up time of the FinnGen registries – primary endpoint data
        • Survival analysis using the truncated endpoint file – secondary endpoint data
    • Biobanks in Finland
    • Publishing FinnGen results
      • Preparing manuscripts or conference abstracts
      • The 1-year “Exclusivity Period” Policy
      • List of Publications using FinnGen Data
      • How to share GWAS summary statistics with FinnGen community
      • How to publish GWAS summary statistics
      • Public Result Releases
    • Red Library Data (individual level data)
      • Genotype data
        • Genotype Arrays Used
          • Legacy cohorts and chips
        • Imputation Panel
          • Sisu v4 reference panel
          • Sisu v3 reference panel
          • Sisu v4.2 reference panel
            • Variant-wise QC metrics file
        • Genome build used in FinnGen
        • Genotype Data Processing Flow
        • Genotype Files in Sandbox
          • Imputed genotypes in VCF format
          • Imputed genotypes in BGEN format
          • Imputed genotypes in PLINK format
          • Chip data
          • Imputed HLA alleles
          • Principal components analysis (PCA) data
          • Kinship data
          • Analysis covariates
          • Polygenic risk scores (PRS)
          • Genetic Ancestry
          • Genetic relationships (GRM)
          • Mosaic chromosomal alterations (mCA)
          • Prune data (R9)
          • Imputed STR genotypes (R8)
      • Phenotype data
        • Register data
        • Detailed longitudinal data
          • Splitting combination codes in detailed longitudinal data
        • Service sector data
          • Service sector data code translations
        • Endpoint and endpoint longitudinal data
        • Kanta lab values
          • Data
          • FAQ
          • How-to guides
        • Kanta prescriptions
        • Minimum extended phenotype data
          • Extracting minimum phenotype data per biobank
          • DNA isolation protocols per biobank
        • Minimum longitudinal data
        • Minimum phenotype data (before R11)
        • Cohort data (before R11)
        • Other register data files in Sandbox
          • Register of Congenital Malformations
          • Finnish Registry for Kidney Diseases
          • Reproductive history data
          • Finnish Cancer Registry: Cervical cancer screening
          • Finnish Cancer Registry: Breast cancer screening
          • Finnish Cancer Registry: Detailed cancer data
          • Finnish Register of Visual Impairment
          • Parental cause of death data
          • Ejection fraction data
          • Finnish National Infectious Disease Register
          • Finnish National Vaccination Register
          • Covid-19 primary care data
          • Blood donor data from the Finnish Red Cross Blood Service (FRCBS)
          • Dental data
          • Socioeconomic data
          • Hilmo and avohilmo extended data
      • Omics data
        • Proteomics
          • Expansion Area 5 proteomics data
          • FinnGen 3 proteomics data
        • Metabolomics
        • Single-cell transcriptomics and immune profiling
        • High-content cell imaging
        • Full blood counts and clinical chemistry
      • Hospital administered medications
      • Whole exome sequencing (WES) data
    • Green Library Data (aggregate data)
      • What is "Green" Data?
      • Accessing Green Data
      • Other analyses available
        • Colocalizations in FinnGen
        • Autoreporting – information on overlaps
          • Index of Autoreporting variables
        • HLA
        • LoF burden test
        • Meta-analyses
      • Core analysis results files
        • Recessive GWAS results format
        • Variant annotation file format
        • Genotype cluster plots format
        • GWAS results format
        • Finemapping results format
        • Colocalization results format
          • Results format in colocalization before DF13
        • Autoreporting results format
        • Sex-specific GWAS results format
        • UKBB-FinnGen meta-analysis file formats
        • Pairwise endpoint genetic correlation format
        • Heritabilities
        • Coding variant associations format
        • HLA association results
        • Proteomics results
        • Coding variant results including CHIP EWAS (Exome-Wide Association Scan)
        • Kanta lab association results v1
    • Disease specific Task Force data
      • Inflammatory bowel disease (IBD) SNOMED codes data
    • Expansion Area 3 (EA3) studies
      • EA3 study: Fatty liver disease study and data in Sandbox
      • EA3 study: Age-related macular degeneration study and data in Sandbox
      • EA3 study: Women's health studies
        • EA3 study: Women’s health – Endometriosis and data in Sandbox
        • EA3 study: Human papilloma virus-related gynecological lesions, and data in Sandbox
        • EA3 study: Women’s health – PCOS and infertility study, and data in Sandbox
      • EA3 study: Diabetic Kidney Disease and Rare Kidney Disease study and data in Sandbox
      • EA3 study: Oncology studies
        • EA3 study: Oncology – Breast cancer study and data in Sandbox
        • EA3 study: Oncology –Prostate cancer study and data in Sandbox
        • EA3 study: Oncology – Ovarian cancer study and data in Sandbox
      • EA3 study: Pulmonary diseases (IPF, asthma and COPD) study and data in Sandbox
      • EA3 study: Immune-mediated diseases
      • EA3 study: Heart Failure study and data in Sandbox
      • FinnGen EA3 leads
  • Disease Specific Task Forces
    • Inflammatory bowel disease (IBD)
    • Kidney Diseases
    • Eye Diseases
    • Rheumatic Diseases
    • Atopic Dermatitis
    • Pulmonary Diseases
    • Neurological Diseases
    • Heart Failure
    • Fibrotic Diseases
    • Metabolic diseases
    • Parkinson's diseases
  • Working in the Sandbox
    • How to get started with Sandbox
    • What is Sandbox and what can you do there
    • What do we mean by "red" and "green" data?
    • General workflows for the most common analyses
    • Quirks and Features
      • Managing your files in Sandbox
      • Navigating the Sandbox
      • How to save Sandbox window configuration
      • Copying and pasting in and out of your IVM
      • How to report issues from within the Sandbox
      • Sharing individual-level data within the Sandbox
      • How to download results from your IVM
        • Sandbox download requests – rules and examples for minimum N
      • Keyboard combinations
      • Running analyses in your IVM vs. Pipelines
      • Timeouts and saving your work (backups, github)
      • How to install a R package into Sandbox?
        • How to install R packages with many dependencies
      • Install R and Python packages from the local Sandbox repository
      • How to install a Python package into Sandbox
      • How to install GNU Debian package
      • How to upload your own files to IVM via /finngen/green
      • How to remove files from /finngen/green
      • Using Sandbox as a Chrome application (full screen mode)
      • How to reset your finngen.fi account password
      • Sandbox IVM tool request handling policy
      • Docker images
        • How to get a new Docker image to Sandbox
        • How to mount data into Docker container image
        • Containers available to Sandbox
        • Containers with user customized tool sets
        • How to write a Docker file
        • Anaconda Python environment in the Sandbox
      • Python Virtual Environment in Sandbox
      • How to shut down your IVM
    • Which tools are available?
      • FinnGen exome query tool
      • Custom GWAS tools
        • Custom GWAS GUI tool
        • Custom GWAS command line (CLI) tool
          • Custom GWAS CLI Binary mode
          • Custom GWAS CLI Quantitative mode
        • How to make your summary stats viewable in a PheWeb-style?
        • Finemapping of Custom GWAS analyses
        • PheWeb Users Input Validator tool
        • Conditional analysis of Custom GWAS analyses
      • Pipelines
      • Pre-installed Linux tools
      • PGS Browser
      • Lmod Linux tools
      • Anaconda Python module with ready set of scientific packages
      • Python packages
      • R packages
      • Atlas
        • Quick guide
          • Introduction to OHDSI, OMOP CDM and Atlas
          • From research question to concepts and cohort building
          • Using Atlas in Sandbox
          • Examples on cohort building with Atlas
        • Detailed guide
          • Atlas data model
          • Standard and non-standard codes
          • How to define a cohort in Atlas
            • Select FinnGen data release in Atlas for Search
            • How to define a simple ICD case-control cohort in Atlas
              • Define a simple ICD Concept Set in Atlas
              • Define a simple ICD case cohort in Atlas
              • Define a simple ICD control cohort in Atlas
            • Concept Sets
              • Create Concept Sets using descendants
              • Exclude and Remove codes from Concept Set
              • Simplify Concept Sets that use standard code descendants
              • Create Concept Sets using equivalent standard and non-standard codes
              • View standard code hierarchy in Atlas
            • Cohort Definitions
              • Using the Death register in Atlas
              • Filtering by clinical registries in Atlas
              • Filtering by demographic criteria in Atlas
              • Defining exit rules for a cohort in Atlas
              • Selecting the correct box in Atlas for events and medical codes
            • How to export FinnGen IDs from Atlas
          • Downstream analyses after the Atlas cohorts are created
          • Data Release Summary Statistics in Atlas
          • Cohort Summary Statistics in Atlas
            • Time-dependent Cohort Summary Statistics in Atlas
            • Event inclusion in Cohort Summary Statistics in Atlas
          • Cohort Pathways
      • BigQuery (relational database)
      • Atlas vs BigQuery cohorts
      • Genotype Browser
      • Cohort Operations tool (CO)
        • Upload cohorts to CO
        • Combine cohorts with CO
        • Operate on Atlas cohorts and data with entries and exit events
        • Explore code and endpoint enrichments with CO (CodeWAS)
        • Explore endpoint overlaps with CO
        • Compare custom endpoint to FinnGen endpoint with CO
        • Launch custom GWAS with CO
        • Export FinnGen IDs using CO
        • Understanding phenotypic overlaps using CO
      • Trajectory Visualization Tool (TVT)
        • Running TVT
          • Filtering timelines with TVT
          • Reordering timelines with TVT
          • Clustering timelines with TVT
          • Viewing TVT results
        • Viewing Atlas, CO, and Genotype cohorts in TVT
        • Exporting cohorts from TVT
        • TVT help page
      • LifeTrack
      • Miscellaneous helper scripts/tools
        • Tool to annotate variants with RSIDs
        • Proper translations of medical, service sector and provider codes
        • BigQuery Connection – R
          • Case study – All register data for a person
          • Case study – UpSet plot
          • Case study – Tornado plot
          • Case study – defining simple cohorts using medical codes for running case-control GWAS
        • BigQuery Connection - Python
          • BigQuery Python - Downstream analysis - Active Ingredient - Bar plot
          • BigQuery Python - Case Study - Sex different - Tornado plot
          • BigQuery Python - Case Study - Comorbidity - Upset plot
          • BigQuery Python - Case Study - Patient Timeline - Scatter plot
      • Sandbox internal API for software developers
    • Working with Phenotype Data
      • Variant PheWas
      • How to select controls for your cases
      • Using the R libraries to look at Phenotype data
      • How to check case counts from the data
      • Creating your own user-defined endpoint
    • Working with Genotype Data
      • Genotype Browser how to
      • Cluster Plots
      • ClusterPlot viewer V3C
      • Rare Variant Calling in V3C
      • Create map of allele
      • Genotypes from VCF files
      • Variant PheWas
      • Interpreting rare-variant analysis results
      • Tools for geno-pheno explorations
        • Example: transferring data from Genotype Browser to LifeTrack
        • Example: Visualizing Genotype Browser output data with TVT
    • Running analyses in Sandbox
      • How to run survival analyses
      • How to create custom endpoint using bigquery: example
      • How to use the Pipelines tool
      • How to submit a pipeline from the command line (finngen-cli)
      • How to run genome-wide association studies (GWAS)
        • How to run GWAS using REGENIE
        • Running quantitative GWAS with REGENIE
        • Conditional analysis
        • Conditional Analysis with custom regions and loci
        • How to run GWAS using SAIGE
        • Adding new covariates in GWAS using REGENIE and SAIGE
        • How to run GWAS using plink2 (for unrelated individuals only)
        • How to run GWAS using GATE (survival models)
        • How to run trajGWAS
        • How to run GWAS using the Regenie unmodifiable pipeline
        • How to run an interaction GWAS using the Regenie unmodifiable pipeline
        • How to run survival analysis using GATE unmodifiable pipeline
        • How to run GWAS on imputed HLA alleles using Regenie
      • How to run finemapping pipeline
        • Finemapping with custom regions in DF12
        • Unmodifiable Finemapping pipeline
      • How to run colocalization pipeline
      • How to run the LDSC pipeline
      • How to run PRS pipeline
      • How to calculate PRS weights for FinnGen data
      • Sandbox path and pipeline mappings
      • If your pipeline job fails
      • Tips on how to find a pipeline job ID
      • Managing memory in Sandbox and data filtering tips
      • Using Google Life Sciences API in Sandbox
      • Pipelines is based on Cromwell and WDL
    • Billing information and where to find more details
      • Monitoring Sandbox costs by Sandbox billing report
      • Monitoring Sandbox costs directly from your Google billing account
  • Working outside the Sandbox
    • Risteys
    • Endpoint Browser
    • PheWeb
      • Volcano plots with LAVAA
    • Meta-analysis PheWeb(s)
    • Coding variant browser
    • Multiple Manhattan Plot (MMP)
      • How to prepare an input file for MMP
      • How to use MMP
    • LD browser
    • Green library data
  • FAQ
    • FinnGen Spin Offs
    • FinnGen access and accounts
      • How do I apply for data access?
      • What is "red" or "green" data?
      • I already have green data access, how do I apply for red data access?
      • I cannot access the /finngen/red?
      • How do I enable two-factor authentication (2FA)?
      • I cannot access my FinnGen account?
      • How to reset account credentials
      • What to do if you suspect your account has been compromised
      • Can't access your smartphone for 2FA?
      • How do I access the FinnGen members' area?
      • How do I access FinnGen All Sharepoint?
      • How can I view existing analysis proposals?
      • How can I join the FinnGen Slack?
      • How do I join the FinnGen Teams group?
      • How to apply SES sandbox access
      • How to request a FinnGen account?
    • FinnGen data
      • What to do if I think I found a mistake in the data?
      • What are the field/column names in FinnGen?
      • What covariates are used in FinnGen's core GWAS analyses?
      • Does FinnGen have lab results available?
      • Does FinnGen have family and relatedness information available?
      • Where can I find a list of unrelated individuals in FinnGen?
      • When moving from BCOR to .txt files, what does the column called "correlation" mean?
      • Is there really no participant birth year data?
      • How do I calculate time between events?
      • Can I select only the columns needed for my analysis to import into RStudio?
      • What is the difference is between LD-clumping and the Saige conditional analysis?
      • Can I download all pairwise LD data across the genome at once?
      • How to find latest data releases?
      • Why are there differences in the GWAS results between Data Freezes/Releases?
    • Where can I find
      • COVID association results?
      • Users' Meeting materials?
      • A list of what coding variants are enriched in Finland?
      • A comprehensive list of key file locations in FinnGen?
      • Medical code translations?
    • PheWeb
      • What are QQ and Manhattan plots?
      • How can I access PheWeb?
      • Are fine-mapping results that available in PheWeb also available as flat files?
      • Do the autoreports report the 95% or 99% credible set?
    • Registries
      • What do KELA reimbursement codes map to?
      • What's the cutoff date for FinnGen data?
    • Sandbox
      • What is the FinnGen Sandbox?
      • Why does my IVM freeze while loading data into R/Rstudio
      • Where can I find tutorials and documentation on Sandbox?
      • How do I get my own analysis code into Sandbox?
      • Where to ask for software you'd like to see in Sandbox
      • Can I share individual level data between different Sandbox users?
      • Is there a sun grid engine for running long scripts?
      • How to clear browser cache after sandbox update
      • How do I increase the window resolution on my IVM?
      • How can I view pdf, jpg and HTML files?
      • My Sandbox job was killed - why?
      • How to unzip files in the command line
      • Why aren't my keyboard/shortcuts working in Sandbox like they do in my local computer?
      • How to know if my pipeline job was failed due preemption of worker VM
    • Risteys
      • Why is the case number dropping after the "Check pre-conditions, main-only, mode, ICD version" step?
    • Endpoints
      • Where do I find the most recent list of FinnGen endpoints?
      • What does it mean when an endpoint has “mode” at the end?
      • What scenario would cause an NA (missing data) entry rather than a zero?
      • Does it mean anything when a value is written as $!$ instead of NA?
      • Why is there an inconsistency between ICD10 code J84.1 (IPF) and J84.112?
      • How are control endpoints calculated?
      • Can I get a list of FinnGen IDs by control group for my endpoint?
      • What does Level C mean in the endpoints data table?
      • What does the SUBSET_COV field show?
      • Why is there a "K." prefix on some endpoints?
      • Why there are fewer endpoints going from R5 (N = 2,925) to R8 (N = 2,202)?
      • Should I include primary care registry (PRIM_OUT) codes in my cohort definitions?
      • I found BL_AGE after FU_END_AGE in the endpoint data, how is it possible?
      • Why do individuals who are not dead have death age in endpoint data?
      • I found EVENT_AGE after FU_END_AGE in endpoint data, how is it possible?
    • Pipelines
      • Are there example SAIGE pipelines?
      • How do I apply finemapping to my SAIGE results?
      • Why Pipelines is claiming that my files or folders are not in /finngen/red?
    • Citing
      • How do I cite analysis using publicly available FinnGen results?
      • How do I cite FinnGen results that use individual level data?
    • For biobanks
      • How to apply for data return
    • Data Security and Protection
      • How do I report a data breach?
  • Release Notes
    • Data Releases 2025
    • Data Releases 2024
    • Data Releases 2023
    • Data Releases 2022
    • Data Releases 2021
  • Tool Catalog
  • Glossary
  • User Support
  • Data Protection & Security
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  1. Release Notes

Data Releases 2023

PreviousData Releases 2024NextData Releases 2022

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21 December 2023

NordDRG extension added to FinnGen DF12

  • /finngen/library-red/finngen_R12/service_sector_data_1.0/

08 December 2023

FinnGen ovarian cancer gene test data

  • /finngen/library-red/EA3_CANCER_OVARIAN_1.0/

07 December 2023

Updates to some FinnGen EA5 cell painting files (FGIDs-TubeIDs-Donor-IDs files)

  • /finngen/library-red/EA5/cell_painting/2023-12-07-ea5-hca-all-pbmcs.xlsx

  • /finngen/library-red/EA5/cell_painting/2023-12-07-ea5-hca-analyzed-pbmcs.xlsx

FinnGen DF12 mca 1.1

Data & documentation: /finngen/library-red/finngen_R12/mca_1.1/

30 November 2023

FinnGen DF12 results including CHIP EWAS

Data: gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/coding

Documentation: gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/coding/finngen_R12_coding.md Results also available in pheweb browser:

23 November 2023 FinnGen DF12 results:

gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/lof/ 15 November 2023

15 November 2023

  • /finngen/library-red/finngen_R12/malformation_register_1.0/

08 November 2023

data:

gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/hla/

documentation: gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_documentation/finngen_R12_hla_analysis.md gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_documentation/finngen_R12_hla_analysis.pdf

06 November 2023

  • /finngen/pipelines/finngen_R12/socio_register_1.0/

  • For this release we have fixed some leading 0's that were previously missing.

03 November 2023

  • finemapping data: /finngen/library-green/finngen_R12/finngen_R12_analysis_data/finemap

  • autoreporting data: /finngen/library-green/finngen_R12/finngen_R12_analysis_data/autoreporting

  • documentation: /finngen/library-green/finngen_R12/finngen_R12_analysis_documentation/

02 November 2023

FinnGen EA3 FLD biopsy data

  • data: /finngen/library-red/EA3_FLD_3.0/data/EA3_FLD_biopsy_3.0.txt

  • documentation: /finngen/library-red/EA3_FLD_3.0/EA3_FLD_biopsy_readme_3.0.txt

31 October 2023

FinnGen R12 hla data

  • /finngen/library-red/finngen_R12/hla_1.0/

FinnGen R12 meta-analysis results

  • The data and documentation location in the Sandbox

  • FinnGen + UKBB + EstBB meta-analysis (400 binary and 7 progression endpoints):

    • gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/meta_analysis/ukbb_estbb/

    • gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/meta_analysis/ukbb/

26 October 2023

  • data: gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/summary_stats

  • documentation: gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_documentation/

  • pheweb link: https://r12.finngen.fi

24 October 2023

  • /finngen/library-red/finngen_R12/cancer_detailed_1.0/

FinnGen DF12 cancer screening data (version 1.0)

  • /finngen/library-red/finngen_R12/cancer_screening_1.0/

20 October 2023

  • In addition to the previously released file we have now added treatment history, incidence and prevalence files

  • /finngen/library-red/finngen_R12/kidney_disease_register_1.0/

13 October 2023

  • /finngen/library-red/finngen_R12/visual_impairment_register_1.0/

11 October 2023

Data and analysis from the third batch of Olink data combined with the previous batches, bringing the total number of processed samples with Olink to 1,990 (library-red/EA5/proteomics/olink)

pQTL, finemapping and colocalization data is available as flat files in green library (gs://finngen-production-library-green/omics/proteomics/release_2023_10_11/)

The colocalization data is also loaded into finngen pheweb browser (e.g. for a specific gene https://results.finngen.fi/gene/PCSK9 [scroll to bottom] or for a signal https://results.finngen.fi/region/E4_FH/1:54839974-55239974 ).

Somascan batches 1 and 2 was re-analyzed with harmonized pipeline and utilizing r12 genotypes (includes more samples in analysis n=924). Data can be found in respective locations (library-red/EA5/proteomics/soma/second_batchv2/) and analysis results in green libdrary (gs://finngen-production-library-green/omics/proteomics/release_2023_10_11/)

9 October 2023

  • /finngen/library-red/finngen_R12/genotype_2.0/

  • /finngen/library-red/finngen_R12/genotype_plink_2.0/

  • /finngen/library-red/finngen_R12/bgen_2.0/

  • /finngen/library-red/finngen_R12/truncated_endpoint_file_1.0/

Additional notes

  • FinnGen DF12 genotype data (version 1.0) has been deleted

    • /finngen/library-red/finngen_R12/genotype_1.0/

    • Please see /finngen/library-red/finngen_R12/genotype_1.0/DELETED.README

6 October 2023

FinnGen EA5 single-cell multiome data

  • /finngen/library-red/EA5/multiome/batch1_3/

28 September 2023

  • /finngen/library-red/EA3_WOMENS_HEALTH_ENDOMETRIOSIS_1.0/

25 September 2023

  • /finngen/library-red/EA3_CANCER_BREAST_1.0/

  • /finngen/library-red/EA3_CANCER_PROSTATE_1.0/

  • /finngen/library-red/EA3_CANCER_OVARIAN_1.0/

  • /library-red/EA3_WOMENS_HEALTH_PCOS_1.0/

  • /finngen/library-red/EA3_WOMENS_HEALTH_CERVICAL_DYSPLASIA_1.0/

  • /finngen/library-red/finngen_R12/birth_and_dvv_register_2.0/

  • Empty strings in version 1.0 have been replaced with NA

22 September 2023

    • /finngen/library-red/finngen_R12/vaccination_register_1.0/

21 September 2023

    • /finngen/library-red/finngen_R12/kinship_1.0/

    • /finngen/library-red/finngen_R12/pca_1.0/

18 September 2023

    • /finngen/library-red/finngen_R12/genotype_1.0/

    • /finngen/library-red/finngen_R12/phenotype_1.0/

    • /finngen/library-red/finngen_R12/analysis_covariates/

    • /finngen/library-red/finngen_R12/service_sector_data_1.0/

    • /finngen/library-red/finngen_R12/birth_and_dvv_register_1.0/

8 August 2023

  • After QC and id mapping the number of individuals is 1,243.

  • Raw proteomics data of batch2 and combined batch1+2 available in Sandbox

    • finngen/library-red/EA5/proteomics/olink/second_batch/

  • pQTL summary stats and finemapping for batch 1+2 combined available in the green libary:

    • library-green/omics/proteomics/release_2023_08_08/data/Olink/Finemap/

    • library-green/omics/proteomics/release_2023_08_08/data/Olink/pQTL/

  • Colocalization of olink batch1+2 to FinnGen traits available here:

  • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/colocalization/data/fg_r11_Olink_batch1_and_2.txt.gz

  • Raw data:

    • library-red/EA5/proteomics/soma/second_batch/QCd/SOMA_batch_1_2_QC_all_v2.txt

  • Analysis pqtl and finemap:

    • library-green/omics/proteomics/release_2023_08_08/data/Somascan/Finemap/

    • library-green/omics/proteomics/release_2023_08_08/data/Somascan/pQTL/

  • Coloc:

    • library-green/finngen_R11/finngen_R11_analysis_data/colocalization/data/fg_r11_Soma_v2.txt.gz

  • Readme:

    • gs://finngen-production-library-green/omics/proteomics/release_2023_08_08/readme.txt

7 July 2023

  • Data & documentation location in the Sandbox: /finngen/library-red/finngen_R11/FRCBS_blood_donor_data_1.0/

21 July 2023

  • The data and documentation location in the Sandbox:

    • /finngen/library-red/EA3_IMMUNE_MEDIATED_DISEASES_IBD_1.0/

    • /finngen/library-red/EA3_IMMUNE_MEDIATED_DISEASES_RHEUMA_1.0/\

22 June 2023

  • The data and documentation location in the Green Library

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/coding/

22 June 2023

  • FinnGen Release 11 meta-analysis results

  • The data and documentation location in the Sandbox

  • FinnGen + UKBB + EstBB meta-analysis (247 endpoints):

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/meta_analysis/ukbb_estbb/

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/meta_analysis/ukbb/

2 June 2023

  • The data and documentation location in the Sandbox /finngen/library-red/EA3_DIAB_2.0/

22 May 2023

  • The data and documentation location in the Sandbox

    • /finngen/library-red/finngen_R11/parental_endpoint_1.0/

    • /finngen/library-red/finngen_R11/parental_causes_of_death_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

19 May 2023

  • FinnGen R11 HLA analysis results

  • The data and documentation location in the green library:

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/hla/

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_documentation/finngen_R11_hla_analysis.md

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_documentation/finngen_R11_hla_analysis.pdf

15 May 2023

  • FinnGen Release 11 heritability and genetic correlation analysis outputs

  • The data and documentation location in the green library:

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/ldsc/

9 May 2023

  • FinnGen Release 11 GWAS, finemapping, conditional analysis, colocalization and autoreporting data

  • The data and documentation location in the green library:

  • GWAS:

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/summary_stats

  • Fine-mapping:

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/finemap

  • Conditional analysis:

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/conditional_analysis

  • Autoreporting:

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/autoreporting

  • Colocalization:

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_data/colocalization

  • Documentation available at:

    • gs://finngen-production-library-green/finngen_R11/finngen_R11_analysis_documentation/

28 April 2023

  • This data is from the primary outpatient register and includes information for instance on missing and decayed teeth. A Handbook page describing this new data will be added by the end of May.

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/dental_data_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

27 April 2023

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/visual_impairment_register_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

27 April 2023

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/kidney_disease_register_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

25 April 2023

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/FHRB_blood_donor_data_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

13 April 2023

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/prs_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

3 April 2023

  • Small adjustments compared to the earlier version:

    • Follow-up date 31st December 2020 is used in the file that is also the end of follow-up in death register

    • FU_END_AGEs of the individuals have been re-calculated using the updated follow-up end date.

  • The data and documentation location in Sandbox:

    • gs://finngen-production-library-red/finngen_R11/phenotype_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

27 March 2023

  • The data location in Sandbox red library:

    • /finngen/library-red/finngen_R11/grm_1.0/

    • /finngen/library-red/finngen_R11/bgen/

24 March 2023

  • FinnGen DF11 cancer screening data

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/cancer_screening_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

23 March 2023

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/genotype_plink_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt\

23 March 2023

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/pca_1.0/

    • /finngen/library-red/finngen_R11/kinship_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

23 March 2023

  • DF11 detailed cancer data (version 1.0)

  • The data and documentation location in Sandbox

    • /finngen/library-red/finngen_R11/cancer_detailed_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

17 March 2023

  • FinnGen DF11 vaccination register data

  • Vaccination data of 427 570 FinnGen participants

  • The data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/vaccination_register_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

15 March 2023

    • 828 and 619 samples from SomaLogic and Olink respectively samples

    • Data location in the green library:

      • gs://finngen-production-library-green/omics/proteomics/release_2023_03_02/

  • Colocalization between pQTLs and all genome wide significant hits in R10 .

    • Data location in the green library:

      • gs://finngen-production-library-green/finngen_R10/finngen_R10_analysis_data/colocalization/

14 March 2023

  • The data contains the genotype files and the dosage files from which the genotype files were produced.

  • Data location in Sandbox:

    • /finngen/library-red/finngen_R11/hla/

  • Readme file location in Sandbox:

    • /finngen/library-red/finngen_R11/hla/finngen_R11_hla_data.pdf.

3 March 2023

  • FinnGen DF11 reproductive history data

  • Data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/birth_and_dvv_register_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

28 February 2023 (edit: Aug 2024 - meta-analysis results with Estonian biobank are no longer available)

  • FinnGen release 10 meta-analyses with Estonia biobank and UKBB

  • Updated to a total of 248 endpoints

  • Data location in the Green Library:

    • gs://finngen-production-library-green/finngen_R10/finngen_R10_analysis_data/meta_analysis/

  • Meta-analysis browser has been updated with the latest results:

28 February 2023

  • FinnGen R11 mca (mosaic chromosomal alterations) data(version 1.0) released to Sandbox.

  • Data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/mca_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

27 February 2023

  • FinnGen EA3 diabetes and rare kidney diseases v 1.0 data released to Sandbox.

  • Laboratory measurements for diabetes and rare kidney diseases.

  • Number of individuals = 16 922

  • Data have been collected from Auria Biobank, Borealis Biobank, Central Finland Biobank and Helsinki Biobank.

  • EA3 data is to be used only as stated in the respective EA3 study plan and need an accepted Analysis proposal as in all FinnGen studies.

  • Data and documentation location in Sandbox:

    • /finngen/library-red/EA3_DIAB_1.0/

27 February 2023

  • These data files contain genotype intensities per variant for a subset of samples that are used in cluster plots (released in the green library).

  • Data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/cluster_plot_1.0/

  • Detailed paths to library red data from manifest:

    • /finngen/library-red/finngen_R11/cluster_plot_1.0/manifest.txt

22 February 2023

  • FinnGen DF11 malformation registry data

  • Data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/malformation_register_1.0/

  • Detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R11/catalog/catalog.txt

22 February 2023

  • FinnGen DF11 service sector data

  • Data and documentation location in Sandbox:

    • /finngen/library-red/finngen_R11/service_sector_data_1.0/

Figure. Upset plot showing number of shared individuals in R11 phenotype files.

14 February 2023

  • Finngen R11 data was imputed using SISuV4.2 reference panel that contains 8,554 high coverage [25x] WGS Finnish individuals.

  • The current data statistics are:

    • Number of individuals with genotypes = 473,681

    • Number of individuals with endpoints = 429 209

    • Number of imputed variants = 21 311 942

    • Number of endpoints = 4 519

  • Data and documentation location in Sandbox:

    • Genotypes in VCF format & Documentation:

      • /finngen/library-red/finngen_R11/genotype_1.0/

    • Phenotypes & Documentation:

      • /finngen/library-red/finngen_R11/phenotype_1.0/

    • Detailed paths to library red data from catalog:

      • /finngen/library-red/finngen_R11/catalog/catalog.txt

31 January 2023

  • Proteomics data from SomaScan

  • The data contains 243 FinnGen samples. Combined with the data from the first SomaScan batch of 628 QC passing samples, the total SomaScan sample size after QC is 854.

  • See readme.txt provided within each directory. We provide original data received as is and one with basic QC done as specified in the readme files. Consult the providers (documentation in original_data/ folder) for details of the assays and data processing.

  • Data location in the Sandbox red library:

    • library-red/EA5/proteomics/soma/second_batch/

31 January 2023

  • FinnGen R10 mca data (version 1.0)

  • Data and documentation location in the Sandbox red library:

    • /finngen/library-red/finngen_R10/mca_1.0/

  • Detailed paths to library red data from the catalog:

    • /finngen/library-red/finngen_R10/catalog/catalog.txt

30 January 2023

  • FinnGen R10 mca data (version 1.0)

  • The data and documentation locations in the Sandbox red library:

    • /finngen/library-red/finngen_R10/mca_1.0/

  • See detailed paths to library red data from catalog:

    • /finngen/library-red/finngen_R10/catalog/catalog.txt

18 January 2023

  • FinnGen EA6 COG data (version 1.0)

  • EA6 Cognitive Decline in Prodromal Alzheimer's (COG) pilot data released to Sandbox.

  • The data and documentation locations in the Sandbox Red Library

    • /finngen/library-red/EA6_COG_1.0/

18 January 2023

  • SISuv4.2 LDstore correlation (BCOR) files

  • The data location in the Green Library:

    • gs://finngen-production-library-green/imputation_panel/v4.2/LD/

  • More details in readme file:

    • gs://finngen-production-library-green/imputation_panel/v4.2/LD/README.md

FinnGen DF12 results data: gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/colocalization/ documentation: green/finngen_R12/finngen_R12_analysis_documentation/finngen_R12_colocalization.md gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_documentation/finngen_R12_colocalization.pdf

FinnGen DF12 (version 1.0)

15 November 2023 FinnGen DF12 results: gs://finngen-production-library-red/finngen_R12/prs_1.0 14 November 2023 FinnGen DF12 and results: gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/genetic_correlation/ gs://finngen-production-library-green/finngen_R12/finngen_R12_analysis_data/conditional_analysis/

FinnGen DF12 analysis results

FinnGen DF12 (version 1.0) released to SES Sandbox

FinnGen R12 & results

(856 binary and 10 progression endpoints):

FinnGen DF12

FinnGen DF12 (version 1.0)

Finnish nationwide and screening data

FinnGen DF12 (version 1.0)

FinnGen DF12 (version 1.0)

FinnGen DF12 (version 2.0)

FinnGen DF12 (version 2.0)

FinnGen DF12 (version 2.0)

FinnGen DF12 (version 1.0)

FinnGen women's health data -

FinnGen cancer data - , and

FinnGen women's health data

FinnGen DF12 (version 2.0)

FinnGen DF12 (version 1.0)

FinnGen DF12 (version 1.0)

FinnGen DF12 data (version 1.0)

FinnGen DF12 (version 1.0)

FinnGen DF12 (version 1.0)

FinnGen DF12

FinnGen DF12 (version 1.0)

FinnGen DF12 (version 1.0)

Data and analysis from the second batch of (n=813) and combined with the first, bringing the total number of processed samples with Olink to 1,534.

reprocessed from the previous 2 batches to use harmonized with Olink batch 1+2 QC and analysis:

FinnGen from the Finnish Red Cross Blood Service is renamed from "FHRB_blood_donor_data_1.0" to "FRCBS_blood_donor_data_1.0"

FinnGen files (version 1.0) released to Sandbox.

FinnGen Release 11 and documentation

(762 endpoints):

FinnGen data (version 2.0)

The EA3 data usage is restricted to the . See .

FinnGen R11 data(version 1.0)

FinnGen DF11 (version 1.0)

FinnGen DF11 (version 1.0)

FinnGen DF11 (version 1.0)

FinnGen DF11

FinnGen (version 1.0)

FinnGen R11 (version 1.0)

FinnGen DF11 Genetic and

The file contains data of 159 099 FinnGen participants

The file contains data of 230 411 FinnGen participants

FinnGen DF11 genotype data (in )

FinnGen DF11 and data

The file contains data of 111383 FinnGen participants.

Data is described in

The results are browsable in FinnGen browser (e.g. , scroll down for colocalization table)

FinnGen R11

Data is described in the

For more information, see

The EA3 data usage is restricted to the . See .

Finngen R11

Data is described in

Data is described in

FinnGen release 11 and data

See .

service sector data
EA3
Coding variant association
https://results.finngen.fi/coding
LOF
colocalization
malformation register
PRS
conditional analysis
genetic correlation
HLA association
socioeconomic data
autoreporting
finemapping
FinnGen + UKBB meta-analysis
GWAS data
detailed cancer data
breast
cervical cancer
kidney disease register data
visual impairment register data
imputed genotype data
plink data
bgen data
truncated endpoint file
EA3
endometriosis
EA3
breast
prostate
ovarian
EA3
reproductive history data
vaccination register data
kinship data
pca
imputed genotype data
phenotype data
analysis covariates
service sector data
reproductive history data
Olink data
SomaScan data
DF11 Blood donor data
EA3 immune-mediated diseases
coding variant association results
FinnGen + UKBB meta-analysis
EA3 diabetes and rare kidney diseases
EA3 projects
Diabetes/RKD project documentation from the Members Area
parental causes of death and parental endpoints
dental data
visual impairment register data
kidney disease register data
Blood donor data from the Finnish Red Cross Blood Service
R11 PRS data
truncated endpoint data
relationship matrix
bgen files
breast cancer screening
cervix cancer screening
plink format
pca
kinship
detailed version of Finnish cancer registry
Finnish National Vaccination Registry
pQTL analysis and finemapping results
https://results.finngen.fi/region/H7_AMD/1:196510779-196910779
HLA genotype data
Reproductive history data
Meta-analyses
https://metaresults-ukbb.finngen.fi/
EA3 projects
Diabetes/RKD project documentation from the Members Area
cluster plot data
The Register of Congenital Malformations
Service Sector Data
genotype
phenotype
COD project documentation from the Members Area