Skip to main content

Genetics of Multiple Sclerosis

  • Chapter
  • First Online:
Genetics of Rare Autoimmune Diseases

Part of the book series: Rare Diseases of the Immune System ((RDIS))

  • 622 Accesses

Abstract

Multiple sclerosis (MS) is a demyelinating inflammatory disease of the central nervous system with a global median prevalence of 33 per 100,000 habitants. The etiology of the disease is not entirely understood, but it is becoming evident that interplay between environmental and genetic factors is necessary to trigger the disease. An important effort has been made to determine the risk loci of MS. From the determination of associated variants in the major histocompatibility complex (MHC) in 1972 to the actual knowledge of 200 loci that independently contribute to the disease it has come a long way. The genome-wide association studies (GWASs) in MS in large populations in combination with expression quantitative loci (eQTL) and a better understanding of the functional elements in the human genome have promoted a deeper knowledge of MS genetics in the last 10 years. However, we are still far from understanding the genetic implication in the disease. The determination of the “missing heritability,” the genetic factors that lead to the heterogeneity of the disease, the functional effects of the associated variants, and the definition of the pathways altered in MS are the actual focus of attention of the MS genetic studies.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 119.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Murray TJ. The history of multiple sclerosis: the changing frame of the disease over the centuries. J Neurol Sci. 2009;277(Suppl 1):S3–8. https://doi.org/10.1016/S0022-510X(09)70003-6. S0022-510X(09)70003-6 [pii].

    Article  PubMed  Google Scholar 

  2. Ransohoff RM, Hafler DA, Lucchinetti CF. Multiple sclerosis—a quiet revolution. Nat Rev Neurol. 2015;11(3):134–42. https://doi.org/10.1038/nrneurol.2015.14. nrneurol.2015.14 [pii].

    Article  PubMed  PubMed Central  Google Scholar 

  3. Disanto G, Berlanga AJ, Handel AE, Para AE, Burrell AM, Fries A, Handunnetthi L, De Luca GC, Morahan JM. Heterogeneity in multiple sclerosis: scratching the surface of a complex disease. Autoimmune Dis. 2010;2011:932351. https://doi.org/10.4061/2011/932351.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Browne P, Chandraratna D, Angood C, Tremlett H, Baker C, Taylor BV, Thompson AJ. Atlas of multiple sclerosis 2013: a growing global problem with widespread inequity. Neurology. 2014;83(11):1022–4. https://doi.org/10.1212/WNL.0000000000000768. WNL.0000000000000768 [pii].

    Article  PubMed  PubMed Central  Google Scholar 

  5. Multiple Sclerosis International Federation. Atlas of MS, 2013. Mapping multiple sclerosis around the world. 2013. http://www.msif.org/about-us/advocacy/atlas/.

  6. Sahraian MA, Sahebkar M, Dehghani R, Derakhshan-Jazari M, Kazami-Moghaddam V, Kouchaki E. Multiple sclerosis—a disease on a dramatically rising trend in Iran: review of possible reasons. Iran J Neurol. 2017;16(1):34–40.

    PubMed  PubMed Central  Google Scholar 

  7. Zahoor I, Haq E. Multiple sclerosis in India: iceberg or volcano. J Neuroimmunol. 2017;307:27–30. https://doi.org/10.1016/j.jneuroim.2017.03.015. S0165-5728(17)30058-9 [pii].

    Article  CAS  PubMed  Google Scholar 

  8. Midgard R. Incidence and prevalence of multiple sclerosis in Norway. Acta Neurol Scand Suppl. 2012;(195):36–42. https://doi.org/10.1111/ane.12025.

    Article  Google Scholar 

  9. Curtius F. Multiple Sklerose und Erbanlage. Leipzig: G. Thieme; 1933.

    Google Scholar 

  10. Compston A, Coles A. Multiple sclerosis. Lancet. 2002;359(9313):1221–31. https://doi.org/10.1016/S0140-6736(02)08220-X. S0140-6736(02)08220-X [pii].

    Article  PubMed  Google Scholar 

  11. Compston A. The genetic epidemiology of multiple sclerosis. Philos Trans R Soc Lond Ser B Biol Sci. 1999;354(1390):1623–34. https://doi.org/10.1098/rstb.1999.0507.

    Article  CAS  Google Scholar 

  12. Kumanovics A, Takada T, Lindahl KF. Genomic organization of the mammalian MHC. Annu Rev Immunol. 2003;21:629–57. https://doi.org/10.1146/annurev.immunol.21.090501.080116. 090501.080116 [pii].

    Article  CAS  PubMed  Google Scholar 

  13. Jersild C, Fog T. Histocompatibility (HL-A) antigens associated with multiple sclerosis. Acta Neurol Scand Suppl. 1972;51:377.

    CAS  PubMed  Google Scholar 

  14. Naito S, Namerow N, Mickey MR, Terasaki PI. Multiple sclerosis: association with HL-A3. Tissue Antigens. 1972;2(1):1–4.

    Article  CAS  PubMed  Google Scholar 

  15. Barcellos LF, Oksenberg JR, Begovich AB, Martin ER, Schmidt S, Vittinghoff E, Goodin DS, Pelletier D, Lincoln RR, Bucher P, Swerdlin A, Pericak-Vance MA, Haines JL, Hauser SL. HLA-DR2 dose effect on susceptibility to multiple sclerosis and influence on disease course. Am J Hum Genet. 2003;72(3):710–6. https://doi.org/10.1086/367781. S0002-9297(07)60586-2 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Dyment DA, Ebers GC, Sadovnick AD. Genetics of multiple sclerosis. Lancet Neurol. 2004;3(2):104–10. S147444220300663X [pii].

    Article  CAS  PubMed  Google Scholar 

  17. Marrosu MG, Murru R, Murru MR, Costa G, Zavattari P, Whalen M, Cocco E, Mancosu C, Schirru L, Solla E, Fadda E, Melis C, Porru I, Rolesu M, Cucca F. Dissection of the HLA association with multiple sclerosis in the founder isolated population of Sardinia. Hum Mol Genet. 2001;10(25):2907–16.

    Article  CAS  PubMed  Google Scholar 

  18. Sawcer S, Hellenthal G, Pirinen M, Spencer CC, Patsopoulos NA, Moutsianas L, Dilthey A, Su Z, Freeman C, Hunt SE, Edkins S, Gray E, Booth DR, Potter SC, Goris A, Band G, Oturai AB, Strange A, Saarela J, Bellenguez C, Fontaine B, Gillman M, Hemmer B, Gwilliam R, Zipp F, Jayakumar A, Martin R, Leslie S, Hawkins S, Giannoulatou E, D’Alfonso S, Blackburn H, Martinelli Boneschi F, Liddle J, Harbo HF, Perez ML, Spurkland A, Waller MJ, Mycko MP, Ricketts M, Comabella M, Hammond N, Kockum I, McCann OT, Ban M, Whittaker P, Kemppinen A, Weston P, Hawkins C, Widaa S, Zajicek J, Dronov S, Robertson N, Bumpstead SJ, Barcellos LF, Ravindrarajah R, Abraham R, Alfredsson L, Ardlie K, Aubin C, Baker A, Baker K, Baranzini SE, Bergamaschi L, Bergamaschi R, Bernstein A, Berthele A, Boggild M, Bradfield JP, Brassat D, Broadley SA, Buck D, Butzkueven H, Capra R, Carroll WM, Cavalla P, Celius EG, Cepok S, Chiavacci R, Clerget-Darpoux F, Clysters K, Comi G, Cossburn M, Cournu-Rebeix I, Cox MB, Cozen W, Cree BA, Cross AH, Cusi D, Daly MJ, Davis E, de Bakker PI, Debouverie M, D’Hooghe MB, Dixon K, Dobosi R, Dubois B, Ellinghaus D, Elovaara I, Esposito F, Fontenille C, Foote S, Franke A, Galimberti D, Ghezzi A, Glessner J, Gomez R, Gout O, Graham C, Grant SF, Guerini FR, Hakonarson H, Hall P, Hamsten A, Hartung HP, Heard RN, Heath S, Hobart J, Hoshi M, Infante-Duarte C, Ingram G, Ingram W, Islam T, Jagodic M, Kabesch M, Kermode AG, Kilpatrick TJ, Kim C, Klopp N, Koivisto K, Larsson M, Lathrop M, Lechner-Scott JS, Leone MA, Leppa V, Liljedahl U, Bomfim IL, Lincoln RR, Link J, Liu J, Lorentzen AR, Lupoli S, Macciardi F, Mack T, Marriott M, Martinelli V, Mason D, McCauley JL, Mentch F, Mero IL, Mihalova T, Montalban X, Mottershead J, Myhr KM, Naldi P, Ollier W, Page A, Palotie A, Pelletier J, Piccio L, Pickersgill T, Piehl F, Pobywajlo S, Quach HL, Ramsay PP, Reunanen M, Reynolds R, Rioux JD, Rodegher M, Roesner S, Rubio JP, Ruckert IM, Salvetti M, Salvi E, Santaniello A, Schaefer CA, Schreiber S, Schulze C, Scott RJ, Sellebjerg F, Selmaj KW, Sexton D, Shen L, Simms-Acuna B, Skidmore S, Sleiman PM, Smestad C, Sorensen PS, Sondergaard HB, Stankovich J, Strange RC, Sulonen AM, Sundqvist E, Syvanen AC, Taddeo F, Taylor B, Blackwell JM, Tienari P, Bramon E, Tourbah A, Brown MA, Tronczynska E, Casas JP, Tubridy N, Corvin A, Vickery J, Jankowski J, Villoslada P, Markus HS, Wang K, Mathew CG, Wason J, Palmer CN, Wichmann HE, Plomin R, Willoughby E, Rautanen A, Winkelmann J, Wittig M, Trembath RC, Yaouanq J, Viswanathan AC, Zhang H, Wood NW, Zuvich R, Deloukas P, Langford C, Duncanson A, Oksenberg JR, Pericak-Vance MA, Haines JL, Olsson T, Hillert J, Ivinson AJ, De Jager PL, Peltonen L, Stewart GJ, Hafler DA, Hauser SL, McVean G, Donnelly P, Compston A. Genetic risk and a primary role for cell-mediated immune mechanisms in multiple sclerosis. Nature. 2011;476(7359):214–9. https://doi.org/10.1038/nature10251. nature10251 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Moutsianas L, Jostins L, Beecham AH, Dilthey AT, Xifara DK, Ban M, Shah TS, Patsopoulos NA, Alfredsson L, Anderson CA, Attfield KE, Baranzini SE, Barrett J, Binder TMC, Booth D, Buck D, Celius EG, Cotsapas C, D’Alfonso S, Dendrou CA, Donnelly P, Dubois B, Fontaine B, Fugger L, Goris A, Gourraud PA, Graetz C, Hemmer B, Hillert J, Kockum I, Leslie S, Lill CM, Martinelli-Boneschi F, Oksenberg JR, Olsson T, Oturai A, Saarela J, Sondergaard HB, Spurkland A, Taylor B, Winkelmann J, Zipp F, Haines JL, Pericak-Vance MA, Spencer CCA, Stewart G, Hafler DA, Ivinson AJ, Harbo HF, Hauser SL, De Jager PL, Compston A, McCauley JL, Sawcer S, McVean G. Class II HLA interactions modulate genetic risk for multiple sclerosis. Nat Genet. 2015;47(10):1107–13. https://doi.org/10.1038/ng.3395.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Patsopoulos NA, Barcellos LF, Hintzen RQ, Schaefer C, van Duijn CM, Noble JA, Raj T, Gourraud PA, Stranger BE, Oksenberg J, Olsson T, Taylor BV, Sawcer S, Hafler DA, Carrington M, De Jager PL, de Bakker PI. Fine-mapping the genetic association of the major histocompatibility complex in multiple sclerosis: HLA and non-HLA effects. PLoS Genet. 2013;9(11):e1003926. https://doi.org/10.1371/journal.pgen.1003926. PGENETICS-D-13-01062 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Ebers GC, Kukay K, Bulman DE, Sadovnick AD, Rice G, Anderson C, Armstrong H, Cousin K, Bell RB, Hader W, Paty DW, Hashimoto S, Oger J, Duquette P, Warren S, Gray T, O’Connor P, Nath A, Auty A, Metz L, Francis G, Paulseth JE, Murray TJ, Pryse-Phillips W, Nelson R, Freedman M, Brunet D, Bouchard JP, Hinds D, Risch N. A full genome search in multiple sclerosis. Nat Genet. 1996;13(4):472–6. https://doi.org/10.1038/ng0896-472.

    Article  CAS  PubMed  Google Scholar 

  22. Haines JL, Ter-Minassian M, Bazyk A, Gusella JF, Kim DJ, Terwedow H, Pericak-Vance MA, Rimmler JB, Haynes CS, Roses AD, Lee A, Shaner B, Menold M, Seboun E, Fitoussi RP, Gartioux C, Reyes C, Ribierre F, Gyapay G, Weissenbach J, Hauser SL, Goodkin DE, Lincoln R, Usuku K, Oksenberg JR, et al. A complete genomic screen for multiple sclerosis underscores a role for the major histocompatibility complex. The Multiple Sclerosis Genetics Group. Nat Genet. 1996;13(4):469–71. https://doi.org/10.1038/ng0896-469.

    Article  CAS  PubMed  Google Scholar 

  23. Sawcer S, Jones HB, Feakes R, Gray J, Smaldon N, Chataway J, Robertson N, Clayton D, Goodfellow PN, Compston A. A genome screen in multiple sclerosis reveals susceptibility loci on chromosome 6p21 and 17q22. Nat Genet. 1996;13(4):464–8. https://doi.org/10.1038/ng0896-464.

    Article  CAS  PubMed  Google Scholar 

  24. GAMES; Transatlantic Multiple Sclerosis Genetics Cooperative. A meta-analysis of whole genome linkage screens in multiple sclerosis. J Neuroimmunol. 2003;143(1–2):39–46. S0165572803003084 [pii].

    Google Scholar 

  25. Sawcer S, Ban M, Maranian M, Yeo TW, Compston A, Kirby A, Daly MJ, De Jager PL, Walsh E, Lander ES, Rioux JD, Hafler DA, Ivinson A, Rimmler J, Gregory SG, Schmidt S, Pericak-Vance MA, Akesson E, Hillert J, Datta P, Oturai A, Ryder LP, Harbo HF, Spurkland A, Myhr KM, Laaksonen M, Booth D, Heard R, Stewart G, Lincoln R, Barcellos LF, Hauser SL, Oksenberg JR, Kenealy SJ, Haines JL. A high-density screen for linkage in multiple sclerosis. Am J Hum Genet. 2005;77(3):454–67. https://doi.org/10.1086/444547. S0002-9297(07)63025-0 [pii].

    Article  PubMed  Google Scholar 

  26. Matesanz F, Caro-Maldonado A, Fedetz M, Fernandez O, Milne RL, Guerrero M, Delgado C, Alcina A. IL2RA/CD25 polymorphisms contribute to multiple sclerosis susceptibility. J Neurol. 2007;254(5):682–4. https://doi.org/10.1007/s00415-006-0416-4.

    Article  CAS  PubMed  Google Scholar 

  27. Gregory SG, Schmidt S, Seth P, Oksenberg JR, Hart J, Prokop A, Caillier SJ, Ban M, Goris A, Barcellos LF, Lincoln R, McCauley JL, Sawcer SJ, Compston DA, Dubois B, Hauser SL, Garcia-Blanco MA, Pericak-Vance MA, Haines JL. Interleukin 7 receptor alpha chain (IL7R) shows allelic and functional association with multiple sclerosis. Nat Genet. 2007;39(9):1083–91. https://doi.org/10.1038/ng2103. ng2103 [pii].

    Article  CAS  PubMed  Google Scholar 

  28. Lundmark F, Duvefelt K, Iacobaeus E, Kockum I, Wallstrom E, Khademi M, Oturai A, Ryder LP, Saarela J, Harbo HF, Celius EG, Salter H, Olsson T, Hillert J. Variation in interleukin 7 receptor alpha chain (IL7R) influences risk of multiple sclerosis. Nat Genet. 2007;39(9):1108–13. https://doi.org/10.1038/ng2106. ng2106 [pii].

    Article  CAS  PubMed  Google Scholar 

  29. Lill CM, Liu T, Schjeide BM, Roehr JT, Akkad DA, Damotte V, Alcina A, Ortiz MA, Arroyo R, Lopez de Lapuente A, Blaschke P, Winkelmann A, Gerdes LA, Luessi F, Fernadez O, Izquierdo G, Antiguedad A, Hoffjan S, Cournu-Rebeix I, Gromoller S, Faber H, Liebsch M, Meissner E, Chanvillard C, Touze E, Pico F, Corcia P, Dorner T, Steinhagen-Thiessen E, Baeckman L, Heekeren HR, Li SC, Lindenberger U, Chan A, Hartung HP, Aktas O, Lohse P, Kumpfel T, Kubisch C, Epplen JT, Zettl UK, Fontaine B, Vandenbroeck K, Matesanz F, Urcelay E, Bertram L, Zipp F. Closing the case of APOE in multiple sclerosis: no association with disease risk in over 29 000 subjects. J Med Genet. 2012;49(9):558–62. https://doi.org/10.1136/jmedgenet-2012-101175. jmedgenet-2012-101175 [pii].

    Article  CAS  PubMed  Google Scholar 

  30. Hafler DA, Compston A, Sawcer S, Lander ES, Daly MJ, De Jager PL, de Bakker PI, Gabriel SB, Mirel DB, Ivinson AJ, Pericak-Vance MA, Gregory SG, Rioux JD, McCauley JL, Haines JL, Barcellos LF, Cree B, Oksenberg JR, Hauser SL. Risk alleles for multiple sclerosis identified by a genomewide study. N Engl J Med. 2007;357(9):851–62. https://doi.org/10.1056/NEJMoa073493. NEJMoa073493 [pii].

    Article  CAS  PubMed  Google Scholar 

  31. De Jager PL, Jia X, Wang J, de Bakker PI, Ottoboni L, Aggarwal NT, Piccio L, Raychaudhuri S, Tran D, Aubin C, Briskin R, Romano S, Baranzini SE, McCauley JL, Pericak-Vance MA, Haines JL, Gibson RA, Naeglin Y, Uitdehaag B, Matthews PM, Kappos L, Polman C, McArdle WL, Strachan DP, Evans D, Cross AH, Daly MJ, Compston A, Sawcer SJ, Weiner HL, Hauser SL, Hafler DA, Oksenberg JR. Meta-analysis of genome scans and replication identify CD6, IRF8 and TNFRSF1A as new multiple sclerosis susceptibility loci. Nat Genet. 2009;41(7):776–82. https://doi.org/10.1038/ng.401. ng.401 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Ban M, Goris A, Lorentzen AR, Baker A, Mihalova T, Ingram G, Booth DR, Heard RN, Stewart GJ, Bogaert E, Dubois B, Harbo HF, Celius EG, Spurkland A, Strange R, Hawkins C, Robertson NP, Dudbridge F, Wason J, De Jager PL, Hafler D, Rioux JD, Ivinson AJ, McCauley JL, Pericak-Vance M, Oksenberg JR, Hauser SL, Sexton D, Haines J, Sawcer S, Compston A. Replication analysis identifies TYK2 as a multiple sclerosis susceptibility factor. Eur J Hum Genet. 2009;17(10):1309–13. https://doi.org/10.1038/ejhg.2009.41. ejhg200941 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. International Multiple Sclerosis Genetics Consortium (IMSGC). IL12A, MPHOSPH9/CDK2AP1 and RGS1 are novel multiple sclerosis susceptibility loci. Genes Immun. 2010;11(5):397–405. https://doi.org/10.1038/gene.2010.28. gene201028 [pii].

    Article  CAS  Google Scholar 

  34. Baranzini SE, Oksenberg JR. The genetics of multiple sclerosis: from 0 to 200 in 50 years. Trends Genet. 2017;33(12):960–70. https://doi.org/10.1016/j.tig.2017.09.004. S0168-9525(17)30163-4 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. International Multiple Sclerosis Genetics Consortium (IMSGC). The Multiple Sclerosis Genomic Map: role of peripheral immune cells and resident microglia in susceptibility. bioRxiv. 2017. https://doi.org/10.1101/143933.

  36. Dankowski T, Buck D, Andlauer TF, Antony G, Bayas A, Bechmann L, Berthele A, Bettecken T, Chan A, Franke A, Gold R, Graetz C, Haas J, Hecker M, Herms S, Infante-Duarte C, Jockel KH, Kieseier BC, Knier B, Knop M, Kumpfel T, Lichtner P, Lieb W, Lill CM, Limmroth V, Linker RA, Loleit V, Meuth SG, Moebus S, Muller-Myhsok B, Nischwitz S, Nothen MM, Paul F, Putz M, Ruck T, Salmen A, Stangel M, Stellmann JP, Strauch K, Sturner KH, Tackenberg B, Then Bergh F, Tumani H, Waldenberger M, Weber F, Wiendl H, Wildemann B, Zettl UK, Ziemann U, Zipp F, Hemmer B, Ziegler A. Successful replication of GWAS hits for multiple sclerosis in 10,000 Germans using the exome array. Genet Epidemiol. 2015;39(8):601–8. https://doi.org/10.1002/gepi.21933.

    Article  PubMed  Google Scholar 

  37. Wang Z, Sadovnick AD, Traboulsee AL, Ross JP, Bernales CQ, Encarnacion M, Yee IM, de Lemos M, Greenwood T, Lee JD, Wright G, Ross CJ, Zhang S, Song W, Vilarino-Guell C. Nuclear receptor NR1H3 in familial multiple sclerosis. Neuron. 2016;90(5):948–54. https://doi.org/10.1016/j.neuron.2016.04.039. S0896-6273(16)30126-X [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. International Multiple Sclerosis Genetics Consortium (IMSGC). NR1H3 p.Arg415Gln is not associated to multiple sclerosis risk. Neuron. 2016;92(4):929. https://doi.org/10.1016/j.neuron.2016.11.010. S0896-6273(16)30848-0 [pii].

    Article  CAS  Google Scholar 

  39. Goris A, Pauwels I, Gustavsen MW, van Son B, Hilven K, Bos SD, Celius EG, Berg-Hansen P, Aarseth J, Myhr KM, D’Alfonso S, Barizzone N, Leone MA, Martinelli Boneschi F, Sorosina M, Liberatore G, Kockum I, Olsson T, Hillert J, Alfredsson L, Bedri SK, Hemmer B, Buck D, Berthele A, Knier B, Biberacher V, van Pesch V, Sindic C, Bang Oturai A, Sondergaard HB, Sellebjerg F, Jensen PE, Comabella M, Montalban X, Perez-Boza J, Malhotra S, Lechner-Scott J, Broadley S, Slee M, Taylor B, Kermode AG, Gourraud PA, Sawcer SJ, Andreassen BK, Dubois B, Harbo HF. Genetic variants are major determinants of CSF antibody levels in multiple sclerosis. Brain. 2015;138(Pt 3):632–43. https://doi.org/10.1093/brain/awu405. awu405 [pii].

    Article  PubMed  PubMed Central  Google Scholar 

  40. Housley WJ, Pitt D, Hafler DA. Biomarkers in multiple sclerosis. Clin Immunol. 2015;161(1):51–8. https://doi.org/10.1016/j.clim.2015.06.015. S1521-6616(15)00219-3 [pii].

    Article  CAS  PubMed  Google Scholar 

  41. Somers EC, Thomas SL, Smeeth L, Hall AJ. Autoimmune diseases co-occurring within individuals and within families: a systematic review. Epidemiology. 2006;17(2):202–17. https://doi.org/10.1097/01.ede.0000193605.93416.df. 00001648-200603000-00016 [pii].

    Article  PubMed  Google Scholar 

  42. Sigurdsson S, Nordmark G, Goring HH, Lindroos K, Wiman AC, Sturfelt G, Jonsen A, Rantapaa-Dahlqvist S, Moller B, Kere J, Koskenmies S, Widen E, Eloranta ML, Julkunen H, Kristjansdottir H, Steinsson K, Alm G, Ronnblom L, Syvanen AC. Polymorphisms in the tyrosine kinase 2 and interferon regulatory factor 5 genes are associated with systemic lupus erythematosus. Am J Hum Genet. 2005;76(3):528–37. https://doi.org/10.1086/428480. S0002-9297(07)63349-7 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Kristjansdottir G, Sandling JK, Bonetti A, Roos IM, Milani L, Wang C, Gustafsdottir SM, Sigurdsson S, Lundmark A, Tienari PJ, Koivisto K, Elovaara I, Pirttila T, Reunanen M, Peltonen L, Saarela J, Hillert J, Olsson T, Landegren U, Alcina A, Fernandez O, Leyva L, Guerrero M, Lucas M, Izquierdo G, Matesanz F, Syvanen AC. Interferon regulatory factor 5 (IRF5) gene variants are associated with multiple sclerosis in three distinct populations. J Med Genet. 2008;45(6):362–9. https://doi.org/10.1136/jmg.2007.055012. jmg.2007.055012 [pii].

    Article  CAS  PubMed  Google Scholar 

  44. Vella A, Cooper JD, Lowe CE, Walker N, Nutland S, Widmer B, Jones R, Ring SM, McArdle W, Pembrey ME, Strachan DP, Dunger DB, Twells RC, Clayton DG, Todd JA. Localization of a type 1 diabetes locus in the IL2RA/CD25 region by use of tag single-nucleotide polymorphisms. Am J Hum Genet. 2005;76(5):773–9. https://doi.org/10.1086/429843. S0002-9297(07)60724-1 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  45. Patsopoulos NA, Esposito F, Reischl J, Lehr S, Bauer D, Heubach J, Sandbrink R, Pohl C, Edan G, Kappos L, Miller D, Montalban J, Polman CH, Freedman MS, Hartung HP, Arnason BG, Comi G, Cook S, Filippi M, Goodin DS, Jeffery D, O’Connor P, Ebers GC, Langdon D, Reder AT, Traboulsee A, Zipp F, Schimrigk S, Hillert J, Bahlo M, Booth DR, Broadley S, Brown MA, Browning BL, Browning SR, Butzkueven H, Carroll WM, Chapman C, Foote SJ, Griffiths L, Kermode AG, Kilpatrick TJ, Lechner-Scott J, Marriott M, Mason D, Moscato P, Heard RN, Pender MP, Perreau VM, Perera D, Rubio JP, Scott RJ, Slee M, Stankovich J, Stewart GJ, Taylor BV, Tubridy N, Willoughby E, Wiley J, Matthews P, Boneschi FM, Compston A, Haines J, Hauser SL, McCauley J, Ivinson A, Oksenberg JR, Pericak-Vance M, Sawcer SJ, De Jager PL, Hafler DA, de Bakker PI. Genome-wide meta-analysis identifies novel multiple sclerosis susceptibility loci. Ann Neurol. 2011;70(6):897–912. https://doi.org/10.1002/ana.22609.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Baranzini SE. The genetics of autoimmune diseases: a networked perspective. Curr Opin Immunol. 2009;21(6):596–605. https://doi.org/10.1016/j.coi.2009.09.014. S0952-7915(09)00210-6 [pii].

    Article  CAS  PubMed  Google Scholar 

  47. Cortes A, Brown MA. Promise and pitfalls of the Immunochip. Arthritis Res Ther. 2011;13(1):101. https://doi.org/10.1186/ar3204. ar3204 [pii].

    Article  PubMed  PubMed Central  Google Scholar 

  48. Beecham AH, Patsopoulos NA, Xifara DK, Davis MF, Kemppinen A, Cotsapas C, Shah TS, Spencer C, Booth D, Goris A, Oturai A, Saarela J, Fontaine B, Hemmer B, Martin C, Zipp F, D’Alfonso S, Martinelli-Boneschi F, Taylor B, Harbo HF, Kockum I, Hillert J, Olsson T, Ban M, Oksenberg JR, Hintzen R, Barcellos LF, Agliardi C, Alfredsson L, Alizadeh M, Anderson C, Andrews R, Sondergaard HB, Baker A, Band G, Baranzini SE, Barizzone N, Barrett J, Bellenguez C, Bergamaschi L, Bernardinelli L, Berthele A, Biberacher V, Binder TM, Blackburn H, Bomfim IL, Brambilla P, Broadley S, Brochet B, Brundin L, Buck D, Butzkueven H, Caillier SJ, Camu W, Carpentier W, Cavalla P, Celius EG, Coman I, Comi G, Corrado L, Cosemans L, Cournu-Rebeix I, Cree BA, Cusi D, Damotte V, Defer G, Delgado SR, Deloukas P, di Sapio A, Dilthey AT, Donnelly P, Dubois B, Duddy M, Edkins S, Elovaara I, Esposito F, Evangelou N, Fiddes B, Field J, Franke A, Freeman C, Frohlich IY, Galimberti D, Gieger C, Gourraud PA, Graetz C, Graham A, Grummel V, Guaschino C, Hadjixenofontos A, Hakonarson H, Halfpenny C, Hall G, Hall P, Hamsten A, Harley J, Harrower T, Hawkins C, Hellenthal G, Hillier C, Hobart J, Hoshi M, Hunt SE, Jagodic M, Jelcic I, Jochim A, Kendall B, Kermode A, Kilpatrick T, Koivisto K, Konidari I, Korn T, Kronsbein H, Langford C, Larsson M, Lathrop M, Lebrun-Frenay C, Lechner-Scott J, Lee MH, Leone MA, Leppa V, Liberatore G, Lie BA, Lill CM, Linden M, Link J, Luessi F, Lycke J, Macciardi F, Mannisto S, Manrique CP, Martin R, Martinelli V, Mason D, Mazibrada G, McCabe C, Mero IL, Mescheriakova J, Moutsianas L, Myhr KM, Nagels G, Nicholas R, Nilsson P, Piehl F, Pirinen M, Price SE, Quach H, Reunanen M, Robberecht W, Robertson NP, Rodegher M, Rog D, Salvetti M, Schnetz-Boutaud NC, Sellebjerg F, Selter RC, Schaefer C, Shaunak S, Shen L, Shields S, Siffrin V, Slee M, Sorensen PS, Sorosina M, Sospedra M, Spurkland A, Strange A, Sundqvist E, Thijs V, Thorpe J, Ticca A, Tienari P, van Duijn C, Visser EM, Vucic S, Westerlind H, Wiley JS, Wilkins A, Wilson JF, Winkelmann J, Zajicek J, Zindler E, Haines JL, Pericak-Vance MA, Ivinson AJ, Stewart G, Hafler D, Hauser SL, Compston A, McVean G, De Jager P, Sawcer SJ, McCauley JL. Analysis of immune-related loci identifies 48 new susceptibility variants for multiple sclerosis. Nat Genet. 2013;45(11):1353–60. https://doi.org/10.1038/ng.2770. ng.2770 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Maier LM, Lowe CE, Cooper J, Downes K, Anderson DE, Severson C, Clark PM, Healy B, Walker N, Aubin C, Oksenberg JR, Hauser SL, Compston A, Sawcer S, De Jager PL, Wicker LS, Todd JA, Hafler DA. IL2RA genetic heterogeneity in multiple sclerosis and type 1 diabetes susceptibility and soluble interleukin-2 receptor production. PLoS Genet. 2009;5(1):e1000322. https://doi.org/10.1371/journal.pgen.1000322.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Alcina A, Fedetz M, Ndagire D, Fernandez O, Leyva L, Guerrero M, Abad-Grau MM, Arnal C, Delgado C, Lucas M, Izquierdo G, Matesanz F. IL2RA/CD25 gene polymorphisms: uneven association with multiple sclerosis (MS) and type 1 diabetes (T1D). PLoS One. 2009;4(1):e4137. https://doi.org/10.1371/journal.pone.0004137.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Nica AC, Dermitzakis ET. Expression quantitative trait loci: present and future. Philos Trans R Soc Lond Ser B Biol Sci. 2013;368(1620):20120362. https://doi.org/10.1098/rstb.2012.0362. rstb.2012.0362 [pii].

    Article  CAS  Google Scholar 

  52. Alcina A, Fedetz M, Fernandez O, Saiz A, Izquierdo G, Lucas M, Leyva L, Garcia-Leon JA, Abad-Grau Mdel M, Alloza I, Antiguedad A, Garcia-Barcina MJ, Vandenbroeck K, Varade J, de la Hera B, Arroyo R, Comabella M, Montalban X, Petit-Marty N, Navarro A, Otaegui D, Olascoaga J, Blanco Y, Urcelay E, Matesanz F. Identification of a functional variant in the KIF5A-CYP27B1-METTL1-FAM119B locus associated with multiple sclerosis. J Med Genet. 2013;50(1):25–33. https://doi.org/10.1136/jmedgenet-2012-101085. jmedgenet-2012-101085 [pii].

    Article  CAS  PubMed  Google Scholar 

  53. Karaky M, Alcina A, Fedetz M, Barrionuevo C, Potenciano V, Delgado C, Izquierdo G, Matesanz F. The multiple sclerosis-associated regulatory variant rs10877013 affects expression of CYP27B1 and VDR under inflammatory or vitamin D stimuli. Mult Scler. 2016;22(8):999–1006. https://doi.org/10.1177/1352458515610208. 1352458515610208 [pii].

    Article  CAS  PubMed  Google Scholar 

  54. Cortes A, Field J, Glazov EA, Hadler J, Stankovich J, Brown MA. Resequencing and fine-mapping of the chromosome 12q13-14 locus associated with multiple sclerosis refines the number of implicated genes. Hum Mol Genet. 2013;22(11):2283–92. https://doi.org/10.1093/hmg/ddt062. ddt062 [pii].

    Article  CAS  PubMed  Google Scholar 

  55. Shahijanian F, Parnell GP, McKay FC, Gatt PN, Shojoei M, O’Connor KS, Schibeci SD, Brilot F, Liddle C, Batten M, Stewart GJ, Booth DR. The CYP27B1 variant associated with an increased risk of autoimmune disease is underexpressed in tolerizing dendritic cells. Hum Mol Genet. 2014;23(6):1425–34. https://doi.org/10.1093/hmg/ddt529. ddt529 [pii].

    Article  CAS  PubMed  Google Scholar 

  56. Steri M, Orru V, Idda ML, Pitzalis M, Pala M, Zara I, Sidore C, Faa V, Floris M, Deiana M, Asunis I, Porcu E, Mulas A, Piras MG, Lobina M, Lai S, Marongiu M, Serra V, Sole G, Busonero F, Maschio A, Cusano R, Cuccuru G, Deidda F, Poddie F, Farina G, Dei M, Virdis F, Olla S, Satta MA, Pani M, Delitala A, Cocco E, Frau J, Coghe G, Lorefice L, Fenu G, Ferrigno P, Ban M, Barizzone N, Leone M, Guerini FR, Piga M, Firinu D, Kockum I, Lima Bomfim I, Olsson T, Alfredsson L, Suarez A, Carreira PE, Castillo-Palma MJ, Marcus JH, Congia M, Angius A, Melis M, Gonzalez A, Alarcon Riquelme ME, da Silva BM, Marchini M, Danieli MG, Del Giacco S, Mathieu A, Pani A, Montgomery SB, Rosati G, Hillert J, Sawcer S, D’Alfonso S, Todd JA, Novembre J, Abecasis GR, Whalen MB, Marrosu MG, Meloni A, Sanna S, Gorospe M, Schlessinger D, Fiorillo E, Zoledziewska M, Cucca F. Overexpression of the cytokine BAFF and autoimmunity risk. N Engl J Med. 2017;376(17):1615–26. https://doi.org/10.1056/NEJMoa1610528.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  57. Matesanz F, Potenciano V, Fedetz M, Ramos-Mozo P, Abad-Grau Mdel M, Karaky M, Barrionuevo C, Izquierdo G, Ruiz-Pena JL, Garcia-Sanchez MI, Lucas M, Fernandez O, Leyva L, Otaegui D, Munoz-Culla M, Olascoaga J, Vandenbroeck K, Alloza I, Astobiza I, Antiguedad A, Villar LM, Alvarez-Cermeno JC, Malhotra S, Comabella M, Montalban X, Saiz A, Blanco Y, Arroyo R, Varade J, Urcelay E, Alcina A. A functional variant that affects exon-skipping and protein expression of SP140 as genetic mechanism predisposing to multiple sclerosis. Hum Mol Genet. 2015;24(19):5619–27. https://doi.org/10.1093/hmg/ddv256. ddv256 [pii].

    Article  CAS  PubMed  Google Scholar 

  58. Gregory AP, Dendrou CA, Attfield KE, Haghikia A, Xifara DK, Butter F, Poschmann G, Kaur G, Lambert L, Leach OA, Promel S, Punwani D, Felce JH, Davis SJ, Gold R, Nielsen FC, Siegel RM, Mann M, Bell JI, McVean G, Fugger L. TNF receptor 1 genetic risk mirrors outcome of anti-TNF therapy in multiple sclerosis. Nature. 2012;488(7412):508–11. https://doi.org/10.1038/nature11307.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  59. Comabella M, Caminero AB, Malhotra S, Agullo L, Fernandez O, Reverter F, Vandenbroeck K, Rodriguez-Antiguedad A, Matesanz F, Izquierdo G, Urcelay E, Lopez-Larios A, Sanchez A, Otero S, Tintore M, Montalban X. TNFRSF1A polymorphisms rs1800693 and rs4149584 in patients with multiple sclerosis. Neurology. 2013;80(22):2010–6. https://doi.org/10.1212/WNL.0b013e318294b2d6. WNL.0b013e318294b2d6 [pii].

    Article  CAS  PubMed  Google Scholar 

  60. Ottoboni L, Frohlich IY, Lee M, Healy BC, Keenan BT, Xia Z, Chitnis T, Guttmann CR, Khoury SJ, Weiner HL, Hafler DA, De Jager PL. Clinical relevance and functional consequences of the TNFRSF1A multiple sclerosis locus. Neurology. 2013;81(22):1891–9. https://doi.org/10.1212/01.wnl.0000436612.66328.8a. 01.wnl.0000436612.66328.8a [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Martin D, Pantoja C, Fernandez Minan A, Valdes-Quezada C, Molto E, Matesanz F, Bogdanovic O, de la Calle-Mustienes E, Dominguez O, Taher L, Furlan-Magaril M, Alcina A, Canon S, Fedetz M, Blasco MA, Pereira PS, Ovcharenko I, Recillas-Targa F, Montoliu L, Manzanares M, Guigo R, Serrano M, Casares F, Gomez-Skarmeta JL. Genome-wide CTCF distribution in vertebrates defines equivalent sites that aid the identification of disease-associated genes. Nat Struct Mol Biol. 2011;18(6):708–14. https://doi.org/10.1038/nsmb.2059. nsmb.2059 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  62. Didonna A, Isobe N, Caillier SJ, Li KH, Burlingame AL, Hauser SL, Baranzini SE, Patsopoulos NA, Oksenberg JR. A non-synonymous single-nucleotide polymorphism associated with multiple sclerosis risk affects the EVI5 interactome. Hum Mol Genet. 2015;24(24):7151–8. https://doi.org/10.1093/hmg/ddv412. ddv412 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  63. Leiserson MD, Eldridge JV, Ramachandran S, Raphael BJ. Network analysis of GWAS data. Curr Opin Genet Dev. 2013;23(6):602–10. https://doi.org/10.1016/j.gde.2013.09.003. S0959-437X(13)00135-4 [pii].

    Article  CAS  PubMed  Google Scholar 

  64. Torkamani A, Topol EJ, Schork NJ. Pathway analysis of seven common diseases assessed by genome-wide association. Genomics. 2008;92(5):265–72. https://doi.org/10.1016/j.ygeno.2008.07.011. S0888-7543(08)00184-5 [pii].

    Article  CAS  PubMed  Google Scholar 

  65. International Multiple Sclerosis Genetics Consortium (IMSGC). Network-based multiple sclerosis pathway analysis with GWAS data from 15,000 cases and 30,000 controls. Am J Hum Genet. 2013;92(6):854–65. https://doi.org/10.1016/j.ajhg.2013.04.019. S0002-9297(13)00180-8 [pii].

    Article  CAS  Google Scholar 

  66. Didonna A, Oksenberg JR. The genetics of multiple sclerosis. 2017. https://doi.org/10.15586/codon.multiplesclerosis.2017.ch1. NBK470155 [bookaccession].

    Chapter  Google Scholar 

  67. Aulchenko YS, Hoppenbrouwers IA, Ramagopalan SV, Broer L, Jafari N, Hillert J, Link J, Lundstrom W, Greiner E, Dessa Sadovnick A, Goossens D, Van Broeckhoven C, Del-Favero J, Ebers GC, Oostra BA, van Duijn CM, Hintzen RQ. Genetic variation in the KIF1B locus influences susceptibility to multiple sclerosis. Nat Genet. 2008;40(12):1402–3. https://doi.org/10.1038/ng.251. ng.251 [pii].

    Article  CAS  PubMed  Google Scholar 

  68. Comabella M, Craig DW, Camina-Tato M, Morcillo C, Lopez C, Navarro A, Rio J, Montalban X, Martin R. Identification of a novel risk locus for multiple sclerosis at 13q31.3 by a pooled genome-wide scan of 500,000 single nucleotide polymorphisms. PLoS One. 2008;3(10):e3490. https://doi.org/10.1371/journal.pone.0003490.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  69. Baranzini SE, Galwey NW, Wang J, Khankhanian P, Lindberg R, Pelletier D, Wu W, Uitdehaag BM, Kappos L, Polman CH, Matthews PM, Hauser SL, Gibson RA, Oksenberg JR, Barnes MR. Pathway and network-based analysis of genome-wide association studies in multiple sclerosis. Hum Mol Genet. 2009;18(11):2078–90. https://doi.org/10.1093/hmg/ddp120. ddp120 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  70. Australia and New Zealand Multiple Sclerosis Genetics Consortium (ANZgene). Genome-wide association study identifies new multiple sclerosis susceptibility loci on chromosomes 12 and 20. Nat Genet. 2009;41(7):824–8. https://doi.org/10.1038/ng.396. ng.396 [pii].

    Article  CAS  Google Scholar 

  71. Baranzini SE, Wang J, Gibson RA, Galwey N, Naegelin Y, Barkhof F, Radue EW, Lindberg RL, Uitdehaag BM, Johnson MR, Angelakopoulou A, Hall L, Richardson JC, Prinjha RK, Gass A, Geurts JJ, Kragt J, Sombekke M, Vrenken H, Qualley P, Lincoln RR, Gomez R, Caillier SJ, George MF, Mousavi H, Guerrero R, Okuda DT, Cree BA, Green AJ, Waubant E, Goodin DS, Pelletier D, Matthews PM, Hauser SL, Kappos L, Polman CH, Oksenberg JR. Genome-wide association analysis of susceptibility and clinical phenotype in multiple sclerosis. Hum Mol Genet. 2009;18(4):767–78. https://doi.org/10.1093/hmg/ddn388. ddn388 [pii].

    Article  CAS  PubMed  Google Scholar 

  72. Jakkula E, Leppa V, Sulonen AM, Varilo T, Kallio S, Kemppinen A, Purcell S, Koivisto K, Tienari P, Sumelahti ML, Elovaara I, Pirttila T, Reunanen M, Aromaa A, Oturai AB, Sondergaard HB, Harbo HF, Mero IL, Gabriel SB, Mirel DB, Hauser SL, Kappos L, Polman C, De Jager PL, Hafler DA, Daly MJ, Palotie A, Saarela J, Peltonen L. Genome-wide association study in a high-risk isolate for multiple sclerosis reveals associated variants in STAT3 gene. Am J Hum Genet. 2010;86(2):285–91. https://doi.org/10.1016/j.ajhg.2010.01.017. S0002-9297(10)00021-2 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  73. Sanna S, Pitzalis M, Zoledziewska M, Zara I, Sidore C, Murru R, Whalen MB, Busonero F, Maschio A, Costa G, Melis MC, Deidda F, Poddie F, Morelli L, Farina G, Li Y, Dei M, Lai S, Mulas A, Cuccuru G, Porcu E, Liang L, Zavattari P, Moi L, Deriu E, Urru MF, Bajorek M, Satta MA, Cocco E, Ferrigno P, Sotgiu S, Pugliatti M, Traccis S, Angius A, Melis M, Rosati G, Abecasis GR, Uda M, Marrosu MG, Schlessinger D, Cucca F. Variants within the immunoregulatory CBLB gene are associated with multiple sclerosis. Nat Genet. 2010;42(6):495–7. https://doi.org/10.1038/ng.584. ng.584 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  74. Nischwitz S, Cepok S, Kroner A, Wolf C, Knop M, Muller-Sarnowski F, Pfister H, Roeske D, Rieckmann P, Hemmer B, Ising M, Uhr M, Bettecken T, Holsboer F, Muller-Myhsok B, Weber F. Evidence for VAV2 and ZNF433 as susceptibility genes for multiple sclerosis. J Neuroimmunol. 2010;227(1–2):162–6. https://doi.org/10.1016/j.jneuroim.2010.06.003. S0165-5728(10)00258-4 [pii].

    Article  CAS  PubMed  Google Scholar 

  75. Baranzini SE, Srinivasan R, Khankhanian P, Okuda DT, Nelson SJ, Matthews PM, Hauser SL, Oksenberg JR, Pelletier D. Genetic variation influences glutamate concentrations in brains of patients with multiple sclerosis. Brain. 2010;133(9):2603–11. https://doi.org/10.1093/brain/awq192. awq192 [pii].

    Article  PubMed  PubMed Central  Google Scholar 

  76. Brynedal B, Wojcik J, Esposito F, Debailleul V, Yaouanq J, Martinelli-Boneschi F, Edan G, Comi G, Hillert J, Abderrahim H. MGAT5 alters the severity of multiple sclerosis. J Neuroimmunol. 2010;220(1–2):120–4. https://doi.org/10.1016/j.jneuroim.2010.01.003. S0165-5728(10)00008-1 [pii].

    Article  CAS  PubMed  Google Scholar 

  77. International Multiple Sclerosis Genetics Consortium (IMSGC). Genome-wide association study of severity in multiple sclerosis. Genes Immun. 2011;12(8):615–25. https://doi.org/10.1038/gene.2011.34. gene201134 [pii].

    Article  CAS  Google Scholar 

  78. Martinelli-Boneschi F, Esposito F, Brambilla P, Lindstrom E, Lavorgna G, Stankovich J, Rodegher M, Capra R, Ghezzi A, Coniglio G, Colombo B, Sorosina M, Martinelli V, Booth D, Oturai AB, Stewart G, Harbo HF, Kilpatrick TJ, Hillert J, Rubio JP, Abderrahim H, Wojcik J, Comi G. A genome-wide association study in progressive multiple sclerosis. Mult Scler. 2012;18(10):1384–94. https://doi.org/10.1177/1352458512439118. 1352458512439118 [pii].

    Article  CAS  PubMed  Google Scholar 

  79. Matesanz F, Gonzalez-Perez A, Lucas M, Sanna S, Gayan J, Urcelay E, Zara I, Pitzalis M, Cavanillas ML, Arroyo R, Zoledziewska M, Marrosu M, Fernandez O, Leyva L, Alcina A, Fedetz M, Moreno-Rey C, Velasco J, Real LM, Ruiz-Pena JL, Cucca F, Ruiz A, Izquierdo G. Genome-wide association study of multiple sclerosis confirms a novel locus at 5p13.1. PLoS One. 2012;7(5):e36140. https://doi.org/10.1371/journal.pone.0036140. PONE-D-11-24357 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  80. Leone MA, Barizzone N, Esposito F, Lucenti A, Harbo HF, Goris A, Kockum I, Oturai AB, Celius EG, Mero IL, Dubois B, Olsson T, Sondergaard HB, Cusi D, Lupoli S, Andreassen BK, Myhr KM, Guerini FR, Comi G, Martinelli-Boneschi F, D’Alfonso S. Association of genetic markers with CSF oligoclonal bands in multiple sclerosis patients. PLoS One. 2013;8(6):e64408. https://doi.org/10.1371/journal.pone.0064408. PONE-D-12-37153 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  81. Gourraud PA, Sdika M, Khankhanian P, Henry RG, Beheshtian A, Matthews PM, Hauser SL, Oksenberg JR, Pelletier D, Baranzini SE. A genome-wide association study of brain lesion distribution in multiple sclerosis. Brain. 2013;136(Pt 4):1012–24. https://doi.org/10.1093/brain/aws363. aws363 [pii].

    Article  PubMed  PubMed Central  Google Scholar 

  82. Mero IL, Gustavsen MW, Saether HS, Flam ST, Berg-Hansen P, Sondergaard HB, Jensen PE, Berge T, Bjolgerud A, Muggerud A, Aarseth JH, Myhr KM, Celius EG, Sellebjerg F, Hillert J, Alfredsson L, Olsson T, Oturai AB, Kockum I, Lie BA, Andreassen BK, Harbo HF. Oligoclonal band status in Scandinavian multiple sclerosis patients is associated with specific genetic risk alleles. PLoS One. 2013;8(3):e58352. https://doi.org/10.1371/journal.pone.0058352. PONE-D-12-29076 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  83. Clarelli F, Liberatore G, Sorosina M, Osiceanu AM, Esposito F, Mascia E, Santoro S, Pavan G, Colombo B, Moiola L, Martinelli V, Comi G, Martinelli-Boneschi F. Pharmacogenetic study of long-term response to interferon-beta treatment in multiple sclerosis. Pharmacogenomics J. 2017;17(1):84–91. https://doi.org/10.1038/tpj.2015.85. tpj201585 [pii].

    Article  CAS  PubMed  Google Scholar 

  84. Andlauer TF, Buck D, Antony G, Bayas A, Bechmann L, Berthele A, Chan A, Gasperi C, Gold R, Graetz C, Haas J, Hecker M, Infante-Duarte C, Knop M, Kumpfel T, Limmroth V, Linker RA, Loleit V, Luessi F, Meuth SG, Muhlau M, Nischwitz S, Paul F, Putz M, Ruck T, Salmen A, Stangel M, Stellmann JP, Sturner KH, Tackenberg B, Then Bergh F, Tumani H, Warnke C, Weber F, Wiendl H, Wildemann B, Zettl UK, Ziemann U, Zipp F, Arloth J, Weber P, Radivojkov-Blagojevic M, Scheinhardt MO, Dankowski T, Bettecken T, Lichtner P, Czamara D, Carrillo-Roa T, Binder EB, Berger K, Bertram L, Franke A, Gieger C, Herms S, Homuth G, Ising M, Jockel KH, Kacprowski T, Kloiber S, Laudes M, Lieb W, Lill CM, Lucae S, Meitinger T, Moebus S, Muller-Nurasyid M, Nothen MM, Petersmann A, Rawal R, Schminke U, Strauch K, Volzke H, Waldenberger M, Wellmann J, Porcu E, Mulas A, Pitzalis M, Sidore C, Zara I, Cucca F, Zoledziewska M, Ziegler A, Hemmer B, Muller-Myhsok B. Novel multiple sclerosis susceptibility loci implicated in epigenetic regulation. Sci Adv. 2016;2(6):e1501678. https://doi.org/10.1126/sciadv.1501678. 1501678 [pii].

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  85. Zhou Y, Zhu G, Charlesworth JC, Simpson S Jr, Rubicz R, Goring HH, Patsopoulos NA, Laverty C, Wu F, Henders A, Ellis JJ, van der Mei I, Montgomery GW, Blangero J, Curran JE, Johnson MP, Martin NG, Nyholt DR, Taylor BV. Genetic loci for Epstein-Barr virus nuclear antigen-1 are associated with risk of multiple sclerosis. Mult Scler. 2016;22(13):1655–64. https://doi.org/10.1177/1352458515626598. 1352458515626598 [pii].

    Article  CAS  PubMed  Google Scholar 

  86. Zhou Y, Graves JS, Simpson S Jr, Charlesworth JC, Mei IV, Waubant E, Barcellos LF, Belman A, Krupp L, Lucas R, Ponsonby AL, Taylor BV. Genetic variation in the gene LRP2 increases relapse risk in multiple sclerosis. J Neurol Neurosurg Psychiatry. 2017;88(10):864–8. https://doi.org/10.1136/jnnp-2017-315971. jnnp-2017-315971 [pii].

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Fuencisla Matesanz .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Alcina, A., Fedetz, M., Matesanz, F. (2019). Genetics of Multiple Sclerosis. In: Martín, J., Carmona, F. (eds) Genetics of Rare Autoimmune Diseases. Rare Diseases of the Immune System. Springer, Cham. https://doi.org/10.1007/978-3-030-03934-9_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-03934-9_10

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-03933-2

  • Online ISBN: 978-3-030-03934-9

  • eBook Packages: MedicineMedicine (R0)

Publish with us

Policies and ethics