Expression and splicing QTLs recomputed from public datasets

List of studies included in the eQTL Catalogue

Bulk RNA-seq studies

Study ID Publication Cell types or tissues Conditions Samples Donors Raw expression data Raw genotype data QC report
QTS000001 Alasoo_2018 macrophages IFNg, Salmonella, IFNg + Salmonella 336 84 EGAD00001003204; PRJEB18997 EGAD00010001147; PRJEB11752 link
QTS000002 BLUEPRINT monocytes, neutrophils, CD4+ T cells   554 197 EGAD00001002671; EGAD00001002674; EGAD00001002675 EGAD00001002663 1,2
QTS000012 GENCORD LCLs1, fibroblasts, T cells   560 195 EGAD00001000425 EGAD00001000428 link
QTS000013 GEUVADIS LCLs1   445 445 E-GEUV-1 1000 Genomes link
QTS000016 HipSci iPSCs2   322 322 EGAD00001003529; PRJEB7388 EGAD00010001147; PRJEB11752 link
QTS000021 Nedelec_2016 macrophages Listeria, Salmonella 493 168 GSE81046 Not deposited link
QTS000024 Quach_2016 monocytes LPS, Pam3CSK4, R848, IAV 969 200 EGAD00001002714 EGAD00010001131 link
QTS000027 Schwartzentruber_2018 sensory neurons   98 98 EGAD00001003145; PRJEB18630 EGAD00010001147; PRJEB11752 link
QTS000029 TwinsUK adipose, LCLs1, skin, blood   1364 433 EGAD00001001086; EGAD00001001087; EGAD00001001088; EGAD00001001089 Not deposited link
QTS000030 van_de_Bunt_2015 pancreatic islets   117 117 EGAD00001001601 EGAD00001001601 link
QTS000026 Schmiedel_2018 15 immune cell types αCD3+αCD28 (4h) 1331 91 phs001703.v1.p1 phs001703.v1.p1 link
QTS000005 BrainSeq brain (DLPFC3)   484 484 syn12299750 phs000979.v2.p2 link
QTS000025 ROSMAP brain (DLPFC3)   576 576 syn3219045 syn3219045 link
QTS000019 Lepik_2017 blood   491 491 Not deposited Not deposited link
QTS000011 FUSION adipose, muscle   559 302 phs001048.v2.p1 phs001048.v2.p1 link
QTS000015 GTEx (v8) 49 tissues   15178 838 phs000424.v8.p2 phs000424.v8.p2  
QTS000006 CAP LCLs1 statin 296 148 phs000481.v3.p2 phs000481.v3.p2 link
QTS000022 Peng_2018 placenta   149 149 phs001586.v1.p1 phs001586.v1.p1 link
QTS000023 PhLiPS iPSCs2, hepatocytes   168 87 phs001341.v1.p1 phs001341.v1.p1 link
QTS000017 iPSCORE iPSCs2   107 107 phs000924.v4.p1 phs000924.v4.p1 link
QTS000008 CommonMind brain (DLPFC3)   590 590 syn2759792 syn2759792 link
QTS000004 Braineac2 brain (putamen, substantia nigra)   167 110 Not deposited Not deposited link
QTS000028 Steinberg_2020 synovium, cartilage   210 73 EGAD00001005215, EGAD00001003355 EGAD00010001746 link
QTS000031 Young_2019 microglia   104 104 EGAD00001005736 EGAD00001005736 link
QTS000003 Bossini-Castillo_2019 regulatory T cells   119 119 EGAD00001004830 EGAD00010001848 link
QTS000032 Aygün_2021 neurons, neural progenitors   158 85 phs002493.v1.p1 phs002493.v1.p1  
QTS000033 PISA pancreatic islets   127 127 EGAD00001007990 EGAD00010002218  
QTS000034 Walker_2019 neocortex   211 211 phs001900 phs001900  

Single-cell RNA-seq studies

Study ID Publication Tissue Conditions Donors Raw expression data Raw genotype data
QTS000036 Randoplh_2021 PBMC flu 89 GSE162632 PRJNA736483
QTS000037 Perez_2022 PBMC lupus 193 GSE137029 phs002812.v1.p1
QTS000038 OneK1K PBMC   981 GSE196830 Zenodo
QTS000039 Jerber_2021 dopaminergic neurons rotenone 194 EGAD00001006157; PRJEB38269 EGAD00010001147; PRJEB11752
QTS000040 Nathan_2022 T-cells   249 phs002467 phs002025
QTS000041 Cytoimmgen T-cells anti-CD3-CD28 106 EGAD00001008197 EGAD00010002291

Microarray studies

Study ID Publication Cell types or tissues Conditions Samples Donors Raw expression data Raw genotype data QC report
QTS000007 CEDAR CD4+ and CD8+ T cells, monocytes, neutrophils, platelet, B cells, ileum, rectum, transverse colon   2388 322 E-MTAB-6667 E-MTAB-6666 link
QTS000009 Fairfax_2012 B cells   282 282 E-MTAB-945 EGAD00010000144; EGAD00010000520 link
QTS000010 Fairfax_2014 monocytes IFN24, LPS2, LPS24 1372 424 E-MTAB-2232 EGAD00010000144; EGAD00010000520 link
QTS000018 Kasela_2017 CD4+ and CD8+ T cells   553 297 GSE78840 Not deposited link
QTS000020 Naranbhai_2015 neutrophils   93 93 E-MTAB-3536 EGAD00010000144; EGAD00010000520 link
QTS000014 Gilchrist_2021 NK cells   247 247 Zenodo EGAD00010000144; EGAD00010000520 link
QTS000042 Kim-Hellmuth_2017 monocytes LPS, IVT, MDP 672 96 E-MTAB-5631 Not deposited NA

Protein QTL studies

Study ID Publication Cell types or tissues Conditions Samples Donors Raw protein data Raw genotype data
QTS000035 Sun_2018 plasma   3301 3301 EGAD00001004080 EGAD00010001544

Imported studies

Although we generally prefer to reprocess all studies incldued in the eQTL Catalogue, we have also made original summary statistics available from a few large-scale eQTL studies. These summary statistis can be accessed using both our REST API and FTP and follow the same general format. However, these studies have used independent gene expression quantification and genotype quality control workflows, so some systematic differences in eQTL results are expected.

Study Cell types or tissues Conditions Samples Donors Quantification Raw expression data Raw genotype data Summary statistics source
GTEx_v8 49 tissues   17382 948 gene expression phs000424.v8.p2 phs000424.v8.p2 Google Cloud
MetaLCL LCLs1   3734 3734 gene expression link link  

All imported studies are stored in the imported subfolder on our FTP server.

Acknowledgements

If you find the eQTL Catalogue useful in your research, please cite the eQTL Catalogue flagship paper as well as the orginal publications producing the raw data and aknowledge the funding that they received.

BLUEPRINT

Publication: Chen, Lu, et al. “Genetic drivers of epigenetic and transcriptional variation in human immune cells.” Cell 167.5 (2016): 1398-1414.

Funding statement: “This study makes use of data generated by the Blueprint Consortium. A full list of the investigators who contributed to the generation of the data is available from www.blueprint-epigenome.eu. Funding for the project was provided by the European Union’s Seventh Framework Programme (FP7/2007- 2013) under grant agreement no 282510 - BLUEPRINT.”

Fairfax_2012, Fairfax_2014, Naranbhai_2015

Publications:

  • Fairfax, Benjamin P., et al. “Innate immune activity conditions the effect of regulatory variants upon monocyte gene expression.” Science 343.6175 (2014): 1246949.
  • Fairfax, Benjamin P., et al. “Genetics of gene expression in primary immune cells identifies cell type–specific master regulators and roles of HLA alleles.” Nature genetics 44.5 (2012): 502.
  • Naranbhai, Vivek, et al. “Genomic modulators of gene expression in human neutrophils.” Nature communications 6 (2015): 7545.

Funding statement: “Funding for the project was provided by the Wellcome Trust under awards Grants 088891 [B.P.F.], 074318 [J.C.K.] and 075491/Z/04 to the core facilities at the Wellcome Trust Centre for Human Genetics), the European Research Council under the European Union’s Seventh Framework Programme (FP7/2007-2013) (281824 to J.C.K.), the Medical Research Council (98082, J.C.K.) and the National Institute for Health Research (NIHR) Oxford Biomedical Research Centre”

TwinsUK

Publication: “Buil, Alfonso, et al. “Gene-gene and gene-environment interactions detected by transcriptome sequence analysis in twins.” Nature genetics 47.1 (2015): 88.”

Funding statement: “TwinsUK is funded by the Wellcome Trust, Medical Research Council, European Union, the National Institute for Health Research (NIHR)-funded BioResource, Clinical Research Facility and Biomedical Research Centre based at Guy’s and St Thomas’ NHS Foundation Trust in partnership with King’s College London.”

BrainSeq

Publication: “Jaffe, Andrew E., et al. “Developmental and genetic regulation of the human cortex transcriptome illuminate schizophrenia pathogenesis.” Nat Neurosci 21.8 (2018): 1117-1125.”

Funding statement: “This research was supported by the Intramural Research Program of the NIMH(NCT00001260, 900142).”

Schmiedel_2018

Publication: “Schmiedel, Benjamin J., et al. “Impact of genetic polymorphisms on human immune cell gene expression.” Cell 175.6 (2018): 1701-1715.”

Funding statement: “This work was funded by the William K. Bowes Jr Foundation (P.V.) and NIH grants R24AI108564 (P.V., B.P., A.R., M.K.), S10RR027366 (BD FACSAria II), and S10OD016262 (Illumina HiSeq 2500).

ROSMAP

Publication: “Ng, Bernard, et al. “An xQTL map integrates the genetic architecture of the human brain’s transcriptome and epigenome.” Nature neuroscience 20.10 (2017): 1418.”

Funding statement: “Study data were provided by the Rush Alzheimer s Disease Center, Rush University Medical Center, Chicago. Data collection was supported through funding by NIA grants P304G10161, R014G15819, R014G17917, R01AG30!46, R014G36836, U014G32984, U014G46152, the Illinois Deparhnenr of Public Health, and the Translational Genomics Research Institute.”

GENCORD

Publication: “Gutierrez-Arcelus, Maria, et al. “Passive and active DNA methylation and the interplay with genetic variation in gene regulation.” elife 2 (2013): e00523.”

Funding statement: Emmanouil T Dermitzakis was supported by grants from the European Research Council (260927), Swiss National Science Foundation (31003A_130342, CRSI33_130326) Louis-Jeantet Foundation, and the Blueprint Consortium. Stylianos E Antonarakis was supported by grants from the European Research Council (249968), Swiss National Science Foundation (144082), and the Blueprint Consortium.

van_de_Bunt_2015

Publication: “van de Bunt, Martijn, et al. “Transcript expression data from human islets links regulatory signals from genome-wide association studies for type 2 diabetes and glycemic traits to their downstream effectors.” PLoS genetics 11.12 (2015).”

Funding statement: MvdB is supported by a Novo Nordisk postdoctoral fellowship run in partnership with the University of Oxford. ALG is a Wellcome Trust Senior Research Fellow in Basic Biomedical Science (095010/Z/10/Z). MIM is a Wellcome Trust Senior Investigator (WT098381) and a National Institute of Health Research Senior Investigator. PEM holds the Canada Research Chair in Islet Biology. This work was supported in part in Oxford, UK, by grants from the Medical Research Council (MRC; MR/L020149/1) and National Institutes of Health (NIH; R01 MH090941), and in Edmonton, Canada, by operating grants to PEM from the Canadian Institutes of Health Research (CIHR; MOP244739) and the ADI/Johnson & Johnson Diabetes Research Fund. Human islet isolations at the Alberta Diabetes Institute IsletCore were funded by the Alberta Diabetes Foundation and the University of Alberta. The National Institute for Health Research, Oxford Biomedical Research Centre funded islet provision at the Oxford Human Islet Isolation facility. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

  1. lymphoblastoid cell lines  2 3 4 5

  2. induced pluripotent stem cells  2 3

  3. dorsolateral prefrontal cortex  2 3