A catalog of GWAS fine-mapping efforts in autoimmune disease

被引:30
作者
Caliskan, Minal [1 ]
Brown, Christopher D. [2 ]
Maranville, Joseph C. [1 ]
机构
[1] Bristol Myers Squibb, Dept Informat & Predict Sci, Princeton, NJ 08540 USA
[2] Univ Penn, Perelman Sch Med, Dept Genet, Philadelphia, PA 19104 USA
关键词
INFLAMMATORY BOWEL DISEASES; GENOME-WIDE ASSOCIATION; GENETIC SUSCEPTIBILITY; SYSTEMIC-SCLEROSIS; COMMON DISEASE; CROHNS-DISEASE; CANDIDATE GENE; RARE VARIANTS; BINDING-SITE; LOCI;
D O I
10.1016/j.ajhg.2021.03.009
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genome-wide association studies (GWASs) have enabled unbiased identification of genetic loci contributing to common complex diseases. Because GWAS loci often harbor many variants and genes, it remains a major challenge to move from GWASs' statistical associations to the identification of causal variants and genes that underlie these association signals. Researchers have applied many statistical and functional fine-mapping strategies to prioritize genetic variants and genes as potential candidates. There is no gold standard in fine-mapping approaches, but consistent results across different approaches can improve confidence in the fine-mapping findings. Here, we combined text mining with a systematic review and formed a catalog of 85 studies with evidence of fine mapping for at least one autoimmune GWAS locus. Across all fine-mapping studies, we compiled 230 GWAS loci with allelic heterogeneity estimates and predictions of causal variants and trait-relevant genes. These 230 loci included 455 combinations of locus-by-disease association signals with 15 autoimmune diseases. Using these estimates, we assessed the probability of mediating disease risk associations across genes in GWAS loci and identified robust signals of causal disease biology. We predict that this comprehensive catalog of GWAS fine-mapping efforts in autoimmune disease will greatly help distill the plethora of information in the field and inform therapeutic strategies.
引用
收藏
页码:549 / 563
页数:15
相关论文
共 99 条
  • [1] Association of a functional variant downstream of TNFAIP3 with systemic lupus erythematosus
    Adrianto, Indra
    Wen, Feng
    Templeton, Amanda
    Wiley, Graham
    King, Jarrod B.
    Lessard, Christopher J.
    Bates, Jared S.
    Hu, Yanqing
    Kelly, Jennifer A.
    Kaufman, Kenneth M.
    Guthridge, Joel M.
    Alarcon-Riquelme, Marta E.
    Anaya, Juan-Manuel
    Bae, Sang-Cheol
    Bang, So-Young
    Boackle, Susan A.
    Brown, Elizabeth E.
    Petri, Michelle A.
    Gallant, Caroline
    Ramsey-Goldman, Rosalind
    Reveille, John D.
    Vila, Luis M.
    Criswell, Lindsey A.
    Edberg, Jeffrey C.
    Freedman, Barry I.
    Gregersen, Peter K.
    Gilkeson, Gary S.
    Jacob, Chaim O.
    James, Judith A.
    Kamen, Diane L.
    Kimberly, Robert P.
    Martin, Javier
    Merrill, Joan T.
    Niewold, Timothy B.
    Park, So-Yeon
    Pons-Estel, Bernardo A.
    Scofield, R. Hal
    Stevens, Anne M.
    Tsao, Betty P.
    Vyse, Timothy J.
    Langefeld, Carl D.
    Harley, John B.
    Moser, Kathy L.
    Webb, Carol F.
    Humphrey, Mary Beth
    Montgomery, Courtney Gray
    Gaffney, Patrick M.
    [J]. NATURE GENETICS, 2011, 43 (03) : 253 - U102
  • [2] A T cell extrinsic mechanism by which IL-2 dampens Th17 differentiation
    Anderson, Ana C.
    Sullivan, Jenna M.
    Tan, Dewar J.
    Lee, David H.
    Kuchroo, Vijay K.
    [J]. JOURNAL OF AUTOIMMUNITY, 2015, 59 : 38 - 42
  • [3] Deep Resequencing of GWAS Loci Identifies Rare Variants in CARD9, IL23R and RNF186 That Are Associated with Ulcerative Colitis
    Beaudoin, Melissa
    Goyette, Philippe
    Boucher, Gabrielle
    Lo, Ken Sin
    Rivas, Manuel A.
    Stevens, Christine
    Alikashani, Azadeh
    Ladouceur, Martin
    Ellinghaus, David
    Torkvist, Leif
    Goel, Gautam
    Lagace, Caroline
    Annese, Vito
    Bitton, Alain
    Begun, Jakob
    Brant, Steve R.
    Bresso, Francesca
    Cho, Judy H.
    Duerr, Richard H.
    Halfvarson, Jonas
    McGovern, Dermot P. B.
    Radford-Smith, Graham
    Schreiber, Stefan
    Schumm, Philip L.
    Sharma, Yashoda
    Silverberg, Mark S.
    Weersma, Rinse K.
    D'Amato, Mauro
    Vermeire, Severine
    Franke, Andre
    Lettre, Guillaume
    Xavier, Ramnik J.
    Daly, Mark J.
    Rioux, John D.
    [J]. PLOS GENETICS, 2013, 9 (09):
  • [4] A synonymous variant in IRGM alters a binding site for miR-196 and causes deregulation of IRGM-dependent xenophagy in Crohn's disease
    Brest, Patrick
    Lapaquette, Pierre
    Souidi, Mouloud
    Lebrigand, Kevin
    Cesaro, Annabelle
    Vouret-Craviari, Valerie
    Mari, Bernard
    Barbry, Pascal
    Mosnier, Jean-Francois
    Hebuterne, Xavier
    Harel-Bellan, Annick
    Mograbi, Baharia
    Darfeuille-Michaud, Arlette
    Hofman, Paul
    [J]. NATURE GENETICS, 2011, 43 (03) : 242 - U24
  • [5] An atlas of genetic correlations across human diseases and traits
    Bulik-Sullivan, Brendan
    Finucane, Hilary K.
    Anttila, Verneri
    Gusev, Alexander
    Day, Felix R.
    Loh, Po-Ru
    Duncan, Laramie
    Perry, John R. B.
    Patterson, Nick
    Robinson, Elise B.
    Daly, Mark J.
    Price, Alkes L.
    Neale, Benjamin M.
    [J]. NATURE GENETICS, 2015, 47 (11) : 1236 - +
  • [6] The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019
    Buniello, Annalisa
    MacArthur, Jacqueline A. L.
    Cerezo, Maria
    Harris, Laura W.
    Hayhurst, James
    Malangone, Cinzia
    McMahon, Aoife
    Morales, Joannella
    Mountjoy, Edward
    Sollis, Elliot
    Suveges, Daniel
    Vrousgou, Olga
    Whetzel, Patricia L.
    Amode, Ridwan
    Guillen, Jose A.
    Riat, Harpreet S.
    Trevanion, Stephen J.
    Hall, Peggy
    Junkins, Heather
    Flicek, Paul
    Burdett, Tony
    Hindorff, Lucia A.
    Cunningham, Fiona
    Parkinson, Helen
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) : D1005 - D1012
  • [7] Proteome-Wide Analysis of Disease-Associated SNPs That Show Allele-Specific Transcription Factor Binding
    Butter, Falk
    Davison, Lucy
    Viturawong, Tar
    Scheibe, Marion
    Vermeulen, Michiel
    Todd, John A.
    Mann, Matthias
    [J]. PLOS GENETICS, 2012, 8 (09):
  • [8] Deciphering the Emerging Complexities of Molecular Mechanisms at GWAS Loci
    Cannon, Maren E.
    Mohlke, Karen L.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2018, 103 (05) : 637 - 653
  • [9] Targeted resequencing identifies defective variants of decoy receptor 3 in pediatric-onset inflammatory bowel disease
    Cardinale, C. J.
    Wei, Z.
    Panossian, S.
    Wang, F.
    Kim, C. E.
    Mentch, F. D.
    Chiavacci, R. M.
    Kachelries, K. E.
    Pandey, R.
    Grant, S. F. A.
    Baldassano, R. N.
    Hakonarson, H.
    [J]. GENES AND IMMUNITY, 2013, 14 (07) : 447 - 452
  • [10] Anti-commensal IgG Drives Intestinal Inflammation and Type 17 Immunity in Ulcerative Colitis
    Castro-Dopico, Tomas
    Dennison, Thomas W.
    Ferdinand, John R.
    Mathews, Rebeccah J.
    Fleming, Aaron
    Clift, Dean
    Stewart, Benjamin J.
    Jing, Chenzhi
    Strongili, Konstantina
    Labzin, Larisa I.
    Monk, Edward J. M.
    Saeb-Parsy, Kourosh
    Bryant, Clare E.
    Clare, Simon
    Parkes, Miles
    Clatworthy, Menna R.
    [J]. IMMUNITY, 2019, 50 (04) : 1099 - +