Noriko Isobe1, Anisha Keshavan1, Pierre-Antoine Gourraud1, Alyssa H Zhu1, Esha Datta1, Regina Schlaeger2, Stacy J Caillier1, Adam Santaniello1, Antoine Lizée1, Daniel S Himmelstein3, Sergio E Baranzini3, Jill Hollenbach1, Bruce A C Cree1, Stephen L Hauser4, Jorge R Oksenberg4, Roland G Henry5. 1. Department of Neurology, School of Medicine, University of California, San Francisco. 2. Department of Neurology, School of Medicine, University of California, San Francisco2Department of Neurology, University Hospital Basel, University of Basel, Basel, Switzerland. 3. Department of Neurology, School of Medicine, University of California, San Francisco3Biological and Medical Informatics, University of California, San Francisco. 4. Department of Neurology, School of Medicine, University of California, San Francisco4Institute of Human Genetics, University of California, San Francisco. 5. Department of Neurology, School of Medicine, University of California, San Francisco5Bioengineering Graduate Group, University of California, San Francisco and Berkeley6Department of Radiology and Biomedical Imaging, University of California, San Francisc.
Abstract
IMPORTANCE: Although multiple HLA alleles associated with multiple sclerosis (MS) risk have been identified, genotype-phenotype studies in the HLA region remain scarce and inconclusive. OBJECTIVES: To investigate whether MS risk-associated HLA alleles also affect disease phenotypes. DESIGN, SETTING, AND PARTICIPANTS: A cross-sectional, case-control study comprising 652 patients with MS who had comprehensive phenotypic information and 455 individuals of European origin serving as controls was conducted at a single academic research site. Patients evaluated at the Multiple Sclerosis Center at University of California, San Francisco between July 2004 and September 2005 were invited to participate. Spinal cord imaging in the data set was acquired between July 2013 and March 2014; analysis was performed between December 2014 and December 2015. MAIN OUTCOMES AND MEASURES: Cumulative HLA genetic burden (HLAGB) calculated using the most updated MS-associated HLA alleles vs clinical and magnetic resonance imaging outcomes, including age at onset, disease severity, conversion time from clinically isolated syndrome to clinically definite MS, fractions of cortical and subcortical gray matter and cerebral white matter, brain lesion volume, spinal cord gray and white matter areas, upper cervical cord area, and the ratio of gray matter to the upper cervical cord area. Multivariate modeling was applied separately for each sex data set. RESULTS: Of the 652 patients with MS, 586 had no missing genetic data and were included in the HLAGB analysis. In these 586 patients (404 women [68.9%]; mean [SD] age at disease onset, 33.6 [9.4] years), HLAGB was higher than in controls (median [IQR], 0.7 [0-1.4] and 0 [-0.3 to 0.5], respectively; P = 1.8 × 10-27). A total of 619 (95.8%) had relapsing-onset MS and 27 (4.2%) had progressive-onset MS. No significant difference was observed between relapsing-onset MS and primary progressive MS. A higher HLAGB was associated with younger age at onset and the atrophy of subcortical gray matter fraction in women with relapsing-onset MS (standard β = -1.20 × 10-1; P = 1.7 × 10-2 and standard β = -1.67 × 10-1; P = 2.3 × 10-4, respectively), which were driven mainly by the HLA-DRB1*15:01 haplotype. In addition, we observed the distinct role of the HLA-A*24:02-B*07:02-DRB1*15:01 haplotype among the other common DRB1*15:01 haplotypes and a nominally protective effect of HLA-B*44:02 to the subcortical gray atrophy (standard β = -1.28 × 10-1; P = 5.1 × 10-3 and standard β = 9.52 × 10-2; P = 3.6 × 10-2, respectively). CONCLUSIONS AND RELEVANCE: We confirm and extend previous observations linking HLA MS susceptibility alleles with disease progression and specific clinical and magnetic resonance imaging phenotypic traits.
IMPORTANCE: Although multiple HLA alleles associated with multiple sclerosis (MS) risk have been identified, genotype-phenotype studies in the HLA region remain scarce and inconclusive. OBJECTIVES: To investigate whether MS risk-associated HLA alleles also affect disease phenotypes. DESIGN, SETTING, AND PARTICIPANTS: A cross-sectional, case-control study comprising 652 patients with MS who had comprehensive phenotypic information and 455 individuals of European origin serving as controls was conducted at a single academic research site. Patients evaluated at the Multiple Sclerosis Center at University of California, San Francisco between July 2004 and September 2005 were invited to participate. Spinal cord imaging in the data set was acquired between July 2013 and March 2014; analysis was performed between December 2014 and December 2015. MAIN OUTCOMES AND MEASURES: Cumulative HLA genetic burden (HLAGB) calculated using the most updated MS-associated HLA alleles vs clinical and magnetic resonance imaging outcomes, including age at onset, disease severity, conversion time from clinically isolated syndrome to clinically definite MS, fractions of cortical and subcortical gray matter and cerebral white matter, brain lesion volume, spinal cord gray and white matter areas, upper cervical cord area, and the ratio of gray matter to the upper cervical cord area. Multivariate modeling was applied separately for each sex data set. RESULTS: Of the 652 patients with MS, 586 had no missing genetic data and were included in the HLAGB analysis. In these 586 patients (404 women [68.9%]; mean [SD] age at disease onset, 33.6 [9.4] years), HLAGB was higher than in controls (median [IQR], 0.7 [0-1.4] and 0 [-0.3 to 0.5], respectively; P = 1.8 × 10-27). A total of 619 (95.8%) had relapsing-onset MS and 27 (4.2%) had progressive-onset MS. No significant difference was observed between relapsing-onset MS and primary progressive MS. A higher HLAGB was associated with younger age at onset and the atrophy of subcortical gray matter fraction in women with relapsing-onset MS (standard β = -1.20 × 10-1; P = 1.7 × 10-2 and standard β = -1.67 × 10-1; P = 2.3 × 10-4, respectively), which were driven mainly by the HLA-DRB1*15:01 haplotype. In addition, we observed the distinct role of the HLA-A*24:02-B*07:02-DRB1*15:01 haplotype among the other common DRB1*15:01 haplotypes and a nominally protective effect of HLA-B*44:02 to the subcortical gray atrophy (standard β = -1.28 × 10-1; P = 5.1 × 10-3 and standard β = 9.52 × 10-2; P = 3.6 × 10-2, respectively). CONCLUSIONS AND RELEVANCE: We confirm and extend previous observations linking HLA MS susceptibility alleles with disease progression and specific clinical and magnetic resonance imaging phenotypic traits.
Authors: Philip L De Jager; Lori B Chibnik; Jing Cui; Joachim Reischl; Stephan Lehr; K Claire Simon; Cristin Aubin; David Bauer; Jürgen F Heubach; Rupert Sandbrink; Michaela Tyblova; Petra Lelkova; Eva Havrdova; Christoph Pohl; Dana Horakova; Alberto Ascherio; David A Hafler; Elizabeth W Karlson Journal: Lancet Neurol Date: 2009-10-29 Impact factor: 44.182
Authors: C Fusco; V Andreone; G Coppola; V Luongo; F Guerini; E Pace; C Florio; G Pirozzi; R Lanzillo; P Ferrante; P Vivo; M Mini; M Macrì; G Orefice; M L Lombardi Journal: Neurology Date: 2001-12-11 Impact factor: 9.910
Authors: Carmen Tur; Sreeram Ramagopalan; Daniel R Altmann; Benedetta Bodini; Mara Cercignani; Zhaleh Khaleeli; David H Miller; Alan J Thompson; Olga Ciccarelli Journal: Neurology Date: 2014-10-08 Impact factor: 9.910
Authors: B C Healy; M Liguori; D Tran; T Chitnis; B Glanz; C Wolfish; S Gauthier; G Buckle; M Houtchens; L Stazzone; S Khoury; R Hartzmann; M Fernandez-Vina; D A Hafler; H L Weiner; C R G Guttmann; P L De Jager Journal: Neurology Date: 2010-08-17 Impact factor: 9.910
Authors: Hanne F Harbo; Noriko Isobe; Pål Berg-Hansen; Steffan D Bos; Stacy J Caillier; Marte W Gustavsen; Inger-Lise Mero; Elisabeth Gulowsen Celius; Stephen L Hauser; Jorge R Oksenberg; Pierre-Antoine Gourraud Journal: Mult Scler Date: 2013-10-07 Impact factor: 6.312
Authors: Regina Schlaeger; Nico Papinutto; Valentina Panara; Carolyn Bevan; Iryna V Lobach; Monica Bucci; Eduardo Caverzasi; Jeffrey M Gelfand; Ari J Green; Kesshi M Jordan; William A Stern; H-Christian von Büdingen; Emmanuelle Waubant; Alyssa H Zhu; Douglas S Goodin; Bruce A C Cree; Stephen L Hauser; Roland G Henry Journal: Ann Neurol Date: 2014-08-21 Impact factor: 10.422
Authors: C Smestad; B Brynedal; G Jonasdottir; A R Lorentzen; T Masterman; E Akesson; A Spurkland; B A Lie; J Palmgren; E G Celius; J Hillert; H F Harbo Journal: Eur J Neurol Date: 2007-08 Impact factor: 6.089
Authors: Stephen Sawcer; Garrett Hellenthal; Matti Pirinen; Chris C A Spencer; Nikolaos A Patsopoulos; Loukas Moutsianas; Alexander Dilthey; Zhan Su; Colin Freeman; Sarah E Hunt; Sarah Edkins; Emma Gray; David R Booth; Simon C Potter; An Goris; Gavin Band; Annette Bang Oturai; Amy Strange; Janna Saarela; Céline Bellenguez; Bertrand Fontaine; Matthew Gillman; Bernhard Hemmer; Rhian Gwilliam; Frauke Zipp; Alagurevathi Jayakumar; Roland Martin; Stephen Leslie; Stanley Hawkins; Eleni Giannoulatou; Sandra D'alfonso; Hannah Blackburn; Filippo Martinelli Boneschi; Jennifer Liddle; Hanne F Harbo; Marc L Perez; Anne Spurkland; Matthew J Waller; Marcin P Mycko; Michelle Ricketts; Manuel Comabella; Naomi Hammond; Ingrid Kockum; Owen T McCann; Maria Ban; Pamela Whittaker; Anu Kemppinen; Paul Weston; Clive Hawkins; Sara Widaa; John Zajicek; Serge Dronov; Neil Robertson; Suzannah J Bumpstead; Lisa F Barcellos; Rathi Ravindrarajah; Roby Abraham; Lars Alfredsson; Kristin Ardlie; Cristin Aubin; Amie Baker; Katharine Baker; Sergio E Baranzini; Laura Bergamaschi; Roberto Bergamaschi; Allan Bernstein; Achim Berthele; Mike Boggild; Jonathan P Bradfield; David Brassat; Simon A Broadley; Dorothea Buck; Helmut Butzkueven; Ruggero Capra; William M Carroll; Paola Cavalla; Elisabeth G Celius; Sabine Cepok; Rosetta Chiavacci; Françoise Clerget-Darpoux; Katleen Clysters; Giancarlo Comi; Mark Cossburn; Isabelle Cournu-Rebeix; Mathew B Cox; Wendy Cozen; Bruce A C Cree; Anne H Cross; Daniele Cusi; Mark J Daly; Emma Davis; Paul I W de Bakker; Marc Debouverie; Marie Beatrice D'hooghe; Katherine Dixon; Rita Dobosi; Bénédicte Dubois; David Ellinghaus; Irina Elovaara; Federica Esposito; Claire Fontenille; Simon Foote; Andre Franke; Daniela Galimberti; Angelo Ghezzi; Joseph Glessner; Refujia Gomez; Olivier Gout; Colin Graham; Struan F A Grant; Franca Rosa Guerini; Hakon Hakonarson; Per Hall; Anders Hamsten; Hans-Peter Hartung; Rob N Heard; Simon Heath; Jeremy Hobart; Muna Hoshi; Carmen Infante-Duarte; Gillian Ingram; Wendy Ingram; Talat Islam; Maja Jagodic; Michael Kabesch; Allan G Kermode; Trevor J Kilpatrick; Cecilia Kim; Norman Klopp; Keijo Koivisto; Malin Larsson; Mark Lathrop; Jeannette S Lechner-Scott; Maurizio A Leone; Virpi Leppä; Ulrika Liljedahl; Izaura Lima Bomfim; Robin R Lincoln; Jenny Link; Jianjun Liu; Aslaug R Lorentzen; Sara Lupoli; Fabio Macciardi; Thomas Mack; Mark Marriott; Vittorio Martinelli; Deborah Mason; Jacob L McCauley; Frank Mentch; Inger-Lise Mero; Tania Mihalova; Xavier Montalban; John Mottershead; Kjell-Morten Myhr; Paola Naldi; William Ollier; Alison Page; Aarno Palotie; Jean Pelletier; Laura Piccio; Trevor Pickersgill; Fredrik Piehl; Susan Pobywajlo; Hong L Quach; Patricia P Ramsay; Mauri Reunanen; Richard Reynolds; John D Rioux; Mariaemma Rodegher; Sabine Roesner; Justin P Rubio; Ina-Maria Rückert; Marco Salvetti; Erika Salvi; Adam Santaniello; Catherine A Schaefer; Stefan Schreiber; Christian Schulze; Rodney J Scott; Finn Sellebjerg; Krzysztof W Selmaj; David Sexton; Ling Shen; Brigid Simms-Acuna; Sheila Skidmore; Patrick M A Sleiman; Cathrine Smestad; Per Soelberg Sørensen; Helle Bach Søndergaard; Jim Stankovich; Richard C Strange; Anna-Maija Sulonen; Emilie Sundqvist; Ann-Christine Syvänen; Francesca Taddeo; Bruce Taylor; Jenefer M Blackwell; Pentti Tienari; Elvira Bramon; Ayman Tourbah; Matthew A Brown; Ewa Tronczynska; Juan P Casas; Niall Tubridy; Aiden Corvin; Jane Vickery; Janusz Jankowski; Pablo Villoslada; Hugh S Markus; Kai Wang; Christopher G Mathew; James Wason; Colin N A Palmer; H-Erich Wichmann; Robert Plomin; Ernest Willoughby; Anna Rautanen; Juliane Winkelmann; Michael Wittig; Richard C Trembath; Jacqueline Yaouanq; Ananth C Viswanathan; Haitao Zhang; Nicholas W Wood; Rebecca Zuvich; Panos Deloukas; Cordelia Langford; Audrey Duncanson; Jorge R Oksenberg; Margaret A Pericak-Vance; Jonathan L Haines; Tomas Olsson; Jan Hillert; Adrian J Ivinson; Philip L De Jager; Leena Peltonen; Graeme J Stewart; David A Hafler; Stephen L Hauser; Gil McVean; Peter Donnelly; Alastair Compston Journal: Nature Date: 2011-08-10 Impact factor: 49.962
Authors: Zhi Wei; Kai Wang; Hui-Qi Qu; Haitao Zhang; Jonathan Bradfield; Cecilia Kim; Edward Frackleton; Cuiping Hou; Joseph T Glessner; Rosetta Chiavacci; Charles Stanley; Dimitri Monos; Struan F A Grant; Constantin Polychronakos; Hakon Hakonarson Journal: PLoS Genet Date: 2009-10-09 Impact factor: 5.917
Authors: Paul J Norman; Jill A Hollenbach; Neda Nemat-Gorgani; Wesley M Marin; Steven J Norberg; Elham Ashouri; Jyothi Jayaraman; Emily E Wroblewski; John Trowsdale; Raja Rajalingam; Jorge R Oksenberg; Jacques Chiaroni; Lisbeth A Guethlein; James A Traherne; Mostafa Ronaghi; Peter Parham Journal: Am J Hum Genet Date: 2016-08-04 Impact factor: 11.025
Authors: Kathryn C Fitzgerald; Kicheol Kim; Matthew D Smith; Sean A Aston; Nicholas Fioravante; Alissa M Rothman; Stephen Krieger; Stacey S Cofield; Dorlan J Kimbrough; Pavan Bhargava; Shiv Saidha; Katharine A Whartenby; Ari J Green; Ellen M Mowry; Gary R Cutter; Fred D Lublin; Sergio E Baranzini; Philip L De Jager; Peter A Calabresi Journal: Brain Date: 2019-09-01 Impact factor: 13.501
Authors: Lisa E Creary; Sridevi Gangavarapu; Kalyan C Mallempati; Gonzalo Montero-Martín; Stacy J Caillier; Adam Santaniello; Jill A Hollenbach; Jorge R Oksenberg; Marcelo A Fernández-Viña Journal: Hum Immunol Date: 2019-07-22 Impact factor: 2.850
Authors: Kayla C Jackson; Katherine Sun; Christopher Barbour; Dena Hernandez; Peter Kosa; Makoto Tanigawa; Ann Marie Weideman; Bibiana Bielekova Journal: Ann Hum Genet Date: 2019-08-08 Impact factor: 1.670
Authors: Anne I Boullerne; Guy R Adami; Joel L Schwartz; Demetrios Skias; Mark Maienschein-Cline; Stefan J Green; Douglas L Feinstein Journal: J Neuroimmunol Date: 2020-04-07 Impact factor: 3.478