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Mapping genetic susceptibility and
         modeling pathogenesis in multiple
         sclerosis
                Fundación Ramón Areces. Madrid, 2 de Febrero de 2012




Jorge Oksenberg
UCSF School of Medicine
Department of Neurology              Jorge R. Oksenberg, Ph.D.
jorge.oksenberg@ucsf.edu             Professor of Neurology
                                     University of California, San Francisco
I          Immune response                 CNS inflammation                       Neurodegeneration



         Processed
             Ag                                                  T CELL                            excess
                                                              REACTIVATION                       glutamate
                                                                                                                   Autoantibodies
         TCR     MHC                    Cytokines                                                                      Complement
                                            and
                                       chemokines                                                                  ROS
                                   IL-17, IL-12, IL-23, OPN
                                         chemokines
                                                                                    MYELIN
         CD28B7-1                                                   Activated                 Ca2+           Na+
T cell                 Dendritic         IFN-, IL-2
                                                                 CD11b+ microglia
                         cell                                                           Activation of NA+ channels and
             IL-12                                                                       reverse Na+Ca2+ exchange




                                                                                                a


         T

 T                   DC                                                                M




   II        Immune response                                                          Neurodegeneration



                                               CNS inflammation
Multiple Sclerosis

   1:1000 in North Americans and Europeans
   Incidence increased steadily during
    the      20th century
   F:M ratio = 2-3:1
   Age of onset = 20-40
   Influence of latitude on risk
   Influence of ancestry on risk
   Disease family history in ~20% of cases
MS is a complex genetic disease
Genome-wide association screens MS
                                                      Number of
                                     Population                         Number of       Featured loci /
      Study           Design                          screened
                                       origin                             SNPs              genes
                                                       samples
Wellcome Trust      Cases-shared                      1,000 cases        14,436 (non
                                         UK                                                  IL7R
CCC (2007)            controls                       1,500 controls     synonymous)
                                                                                       HLA, IL2R, IL7R,
                    Family and
IMSGC (2007)                           US, UK        931 family trios     334,923      CLEC16, CD58,
                    case control
                                                                                         EVI5, TYK2
Comabella et al.    Pooled case-                       242 cases
                                        Spain                             500,000        HLA, 13q31.3
(2008)                control                         242 controls
                                       US, The
GeneMSA C.                                             978 cases                         HLA, GPC5,
                    Case-control     Netherlands,                         551,642
(2009)                                                883 controls                     PDZRNA4, CSMD1
                                     Switzerland
                    Case-shared      Australia and    1,618 cases                       HLA, METTL1,
ANZ C. (2009)                                                             303,431
                      controls       New Zealand     3,413 controls                        CD40
                    Meta-analysis    US, UK, The
De Jager et al.                                       2,624 case         2,557,248     TNFRSF1A, IRF8,
                     and case-       Netherlands,
(2009)                                               7,220 controls      (imputed)       CD6, RGS1
                       control       Switzerland
Jakkula et al.      Isolated case-                     68 cases
                                       Finland                            297,343           STAT3
(2010)                  control                       136 controls
Sanna et al.                                           882 cases         6,600,000
                    Case-control       Sardinia                                           HLA, CBLB
(2010)                                                872 controls       (imputed)
IMSGC (2011)        Case-control     US, Europe,      9,772 cases         441,547        HLA, 29 novel
                                      Australia      17,376 controls
The MS Genome 2012




                     IMSGC & WTCCC2 Nature (2011) 476; 214-9
MS susceptibility genes in the T helper cell differentiation
         pathway




Genome-wide significant
Discovery P < 10-4.5 and consistent replication
Discovery P < 10-3                                IMSGC & WTCCC2 Nature (2011) 476; 214-9
The autoimmunity web




Baranzini S. Curr Opin
Immunol 21:596, 2009
Pathways and networks in MS

                                                                                                    Nr.     % Associated
     GOID                         GOTerm                             GOLevels              GOGroup Genes       Genes     Term PValue
 GO:0007411 axon guidance                                    [4, 5, 7, 8, 9, 10, 11, 12]   [None]      23        6.571429    1.84E-08
            MyD88-dependent toll-like receptor signaling
 Filtered GWAS
 GO:0002755 pathway                                      [7, 8, 9, 10, 11, 12]             [Group9]    7         9.459459    2.16E-04

 nominal
 GO:0034142 toll-like receptor 4 signaling pathway         [7, 8, 9, 10, 11, 12]           [Group9]    7         8.641975    3.79E-04
 association P-
            MyD88-independent toll-like receptor signaling
 GO:0002756 pathway                                        [7, 8, 9, 10, 11, 12]           [Group9]    6         9.230769    6.99E-04
 values overlap
                                                                                           [Group1,
 with a PPI                                                                                Group24,
 GO:0042093 T-helper cell differentiation                  [9, 10, 11, 12, 13]             Group28]    4              16     6.99E-04
 network
 GO:0034138 toll-like receptor 3 signaling pathway           [7, 8, 9, 10, 11, 12]         [Group9]    6         8.955224    8.21E-04

 GO:0034130 toll-like receptor 1 signaling pathway           [7, 8, 9, 10, 11, 12]         [Group9]    6         8.695652    9.60E-04

 GO:0034134 toll-like receptor 2 signaling pathway           [7, 8, 9, 10, 11, 12]         [Group9]    6         8.450705 0.001116036


 GO:0031290 retinal ganglion cell axon guidance              [5, 6, 8, 9, 10, 11, 12, 13] [None]       3              20 0.001749115



            inhibition of adenylate cyclase activity by G-   [7, 8, 9, 10, 11, 12, 13, 14,
 GO:0007193 protein signaling pathway                        15]                           [Group23]   4         9.302325 0.005410457


Baranzini et al. Hum Molec Genet
18:2078, 2009
Cumulative genetic risk
     MSGB gradient in multi- and single-case families
Cumulative genetic risk
          MSGB gradient among siblings
Cumulative genetic risk

MSGB gradient among siblings




                               No direct use in diagnostic
                               No predictive power
Sir Augustus d’Este (1794-1848)
              from the collection of the Victoria and Albert Museum, London.




MS makes its first clear appearance in 1822 in the diaries of Augustus
D’Este, the illegitimate grandson of King George III (Firth D, 1948)
Full-genome sequencing of a multi-case
         MS family

                                    DRB1*15:01
I



                   DRB1*15:01       DRB1*15:01
II




III

      DRB1*15:01     DRB1*15:01   DRB1*15:01
Full-genome sequencing of a multi-case
MS family
 Input: 4.5 million variants (SNVs and indels) / genome




                                   L. Madireddy, P. Khankhanian & S. Baranzini
Full-genome sequencing of a multi-case
                MS family

     Chr Pos         Gene symbol                         Description
chr1:150727539          CTSS        Cathepsin S

chr10:115393929         NRAP        Nebulin-related anchoring protein

chr10:88414569          OPN4        Opsin 4

chr11:134128923        ACAD8        Acyl-CoA dehydrogenase family, member 8

chr4:84383735          FAM175A      Family with sequence similarity 175, member A

chr5:55206444          IL31RA       Interleukin 31 receptor A
                                    Transient receptor potential cation channel, subfamily
chr7:142630534          TRPV5
                                   V5
chr7:149473614          SSPO        SCO-spondin homolog

chr7:47851623          PKD1L1       Polycystic kidney disease 1 like 1

chr3:111921116         SLC9A10      Solute carrier family 9, member 10

chr3:111962851         SLC9A10      Solute carrier family 9, member 10

chr3:111996554         SLC9A10      Solute carrier family 9, member 10

chr4:126237567          FAT4        FAT tumor suppressor homolog 4
Gene discovery in MS
                                                                                                  Second generation
                                          Second generation
                                                                                                 GWAS (10,000 patients)
                                         genome-wide linkage
                                         study (5000 markers)
                                                                                            Whole genome
                            First generation                                                 sequencing
                         genome-wide linkage                                                 of MS twins
          First reported studies (400 markers)
           association                                   First generation
             between                                          GWAS          Meta-analysis
           MS and HLA                                    (1000 patients)      of GWAS


      STUDIES


              1972               1996            2005            2007         2009             2010        2011
A/A
      GENES
G/G
              HLA                                                IL2RA        CD226           MMEL1
                                                                  IL7R         CD6             RGS1
                                                                                                              VCAM     CLECL1
                                                                  CD58         IRF8           KIF21B
                                                                                                              PLEK    ZFP36L1
A/G                                                             CLEC16A     TNFRSF1A           CBLB
                                                                                                              MERT      BATF
                                                                  EVI5        TYK2           TMEM39A
                                                                                                              SP140     GALC
                                                                                               IL12A                   MALT1
                                                                                                             EOMES
                                                                                              PTGER                   TNFSF14
                                                                                                              CD86
                                                                                               OLIG3                  MPV17L2
                                                                                                              IL12B
                                                                                                 IL7                   DKKL1
                                                                                                             BACH2
                                                                                               ZMIZ1                   MAPK1
                                                                                                            THEMIS
                                                                                             MPHOSPH9                   SCO2
                                                                                                               MYB
                                                                                               STAT3                   NFKB2
                                                                                                            IL22RA2
                                                                                               CD40                    CXCR5
                                                                                                             TAGAP
                                                                                                             ZNF767     SOX8
                                                                                                               MYC    RPS6KB1
                                                                                                              PVT1    TNFRSF6
                                                                                                              HHEX    CYP27B1
                                                                                                                      CYP24A1
Multiple Sclerosis

        Treatment of Multiple Sclerosis
        Harrison’s Principles of Internal Medicine 3rd Ed, 1958



The most that can be done is to reassure and
encourage the patient through moderate exercise and
supportive measures…during an acute episode it is
surely preferable to assure the patient that he will
recover and to preserve silence on the subject of
relapse.
                                                        John N. Walton
Multiple Sclerosis therapeutics 2012

                                                            Phase I
                                                                                                                Lymphocyte
                                                                                              AJM-300            trafficking
                                                            Phase II
          Interferons                       Fc- IFb                                        ATL-1102
                                                                                                        TBC4746
                                IFN omega                   Phase III                  Firategrast
                                               IFNTau                                                   R1295
                                                           Marketed
                                                                             Fingolimod                 MLN-0002
                                Peg IFNb sc IFN β-1b                       Natalizumab
                                (BIIB017)
                                           im IFN β-
                                                     sc IFN β-
                                               1a                                                 Laquinimod
                                                         1a
                                 Azathioprine
                                                                                                     Riluzole
                                             Novantrone
  Anti-proliferation                                                                 Cladribine
       agents                       Teriflunomide                                              Daclizuma
                                                        Glatiramer
                                                                                                   b
                       Pixantrone                        acetate                              BG12
                                                                                                               MM-093
                                Anti-T cell                                 Delta-9-THC
                                 vaccine                                                   683699 (T-0047)
                                   ATX-MS-1467                                                                   Targeted Immune
                                                                             Fampridine SR                          regulation
                                                    Rituximab
                                                                     Alemtuzumab
               Vaccine,                 PI2301                                     Nerispirdine
             tolerization                   Ocrelizumab
                                                                            LY-2127399
                                                        Atacicept                                 Symptomatic Tx
                                                                        Ofatumumab
oral administration                                       Targeted
injectable                                               mAbs/Fc-Ab
                                                                                                                        Courtesy of Gavin
                                                                                                                          Giovannoni
MS as a genetic disease. The agenda


• In the last 10 years, sequencing technologies
  have improved by many orders of magnitude.

• In the last 5 years, tissue and organ imaging
  technologies permit the (non-invasive)
  deconstruction of the phenotype to the
  metabolite level.
MS as a genetic disease. The agenda

• Advances in microscopy now make it possible to
  observe how individual cells, including neurons
  behave when genes are turned on and off.

• Cell- and molecular- resolution models of the
  nervous system is looking more and more doable.

• Major improvements in the development of systems
  and network-based approaches for the
  interpretation of high-dimensional biological data.
MS as a genetic disease. The agenda

The convergence of -omics with next generation
imaging, informatics, and effective Electronic
Medical Record systems will:

• Allow the deployment of this information in a point-of-care
  decision support environment.

• Generate a genetic road map to guide us in the discovery
  of new drugs at an unprecedented pace.

• Allow to implement the promise of personalized medicine.
Database Gateway                        Front-end tablet
  & Computations                           Application


User data                   Imaging




                       Reference
Individual data     groups of patients

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Creando el mapa de la susceptibilidad genética y un modelo de patogénesis en esclerosis múltiple

  • 1. Mapping genetic susceptibility and modeling pathogenesis in multiple sclerosis Fundación Ramón Areces. Madrid, 2 de Febrero de 2012 Jorge Oksenberg UCSF School of Medicine Department of Neurology Jorge R. Oksenberg, Ph.D. jorge.oksenberg@ucsf.edu Professor of Neurology University of California, San Francisco
  • 2. I Immune response CNS inflammation Neurodegeneration Processed Ag T CELL excess REACTIVATION glutamate Autoantibodies TCR MHC Cytokines Complement and chemokines ROS IL-17, IL-12, IL-23, OPN chemokines MYELIN CD28B7-1 Activated Ca2+ Na+ T cell Dendritic IFN-, IL-2 CD11b+ microglia cell Activation of NA+ channels and IL-12 reverse Na+Ca2+ exchange a T T DC M II Immune response Neurodegeneration CNS inflammation
  • 3. Multiple Sclerosis  1:1000 in North Americans and Europeans  Incidence increased steadily during the 20th century  F:M ratio = 2-3:1  Age of onset = 20-40  Influence of latitude on risk  Influence of ancestry on risk  Disease family history in ~20% of cases
  • 4. MS is a complex genetic disease
  • 5. Genome-wide association screens MS Number of Population Number of Featured loci / Study Design screened origin SNPs genes samples Wellcome Trust Cases-shared 1,000 cases 14,436 (non UK IL7R CCC (2007) controls 1,500 controls synonymous) HLA, IL2R, IL7R, Family and IMSGC (2007) US, UK 931 family trios 334,923 CLEC16, CD58, case control EVI5, TYK2 Comabella et al. Pooled case- 242 cases Spain 500,000 HLA, 13q31.3 (2008) control 242 controls US, The GeneMSA C. 978 cases HLA, GPC5, Case-control Netherlands, 551,642 (2009) 883 controls PDZRNA4, CSMD1 Switzerland Case-shared Australia and 1,618 cases HLA, METTL1, ANZ C. (2009) 303,431 controls New Zealand 3,413 controls CD40 Meta-analysis US, UK, The De Jager et al. 2,624 case 2,557,248 TNFRSF1A, IRF8, and case- Netherlands, (2009) 7,220 controls (imputed) CD6, RGS1 control Switzerland Jakkula et al. Isolated case- 68 cases Finland 297,343 STAT3 (2010) control 136 controls Sanna et al. 882 cases 6,600,000 Case-control Sardinia HLA, CBLB (2010) 872 controls (imputed) IMSGC (2011) Case-control US, Europe, 9,772 cases 441,547 HLA, 29 novel Australia 17,376 controls
  • 6. The MS Genome 2012 IMSGC & WTCCC2 Nature (2011) 476; 214-9
  • 7. MS susceptibility genes in the T helper cell differentiation pathway Genome-wide significant Discovery P < 10-4.5 and consistent replication Discovery P < 10-3 IMSGC & WTCCC2 Nature (2011) 476; 214-9
  • 8. The autoimmunity web Baranzini S. Curr Opin Immunol 21:596, 2009
  • 9. Pathways and networks in MS Nr. % Associated GOID GOTerm GOLevels GOGroup Genes Genes Term PValue GO:0007411 axon guidance [4, 5, 7, 8, 9, 10, 11, 12] [None] 23 6.571429 1.84E-08 MyD88-dependent toll-like receptor signaling Filtered GWAS GO:0002755 pathway [7, 8, 9, 10, 11, 12] [Group9] 7 9.459459 2.16E-04 nominal GO:0034142 toll-like receptor 4 signaling pathway [7, 8, 9, 10, 11, 12] [Group9] 7 8.641975 3.79E-04 association P- MyD88-independent toll-like receptor signaling GO:0002756 pathway [7, 8, 9, 10, 11, 12] [Group9] 6 9.230769 6.99E-04 values overlap [Group1, with a PPI Group24, GO:0042093 T-helper cell differentiation [9, 10, 11, 12, 13] Group28] 4 16 6.99E-04 network GO:0034138 toll-like receptor 3 signaling pathway [7, 8, 9, 10, 11, 12] [Group9] 6 8.955224 8.21E-04 GO:0034130 toll-like receptor 1 signaling pathway [7, 8, 9, 10, 11, 12] [Group9] 6 8.695652 9.60E-04 GO:0034134 toll-like receptor 2 signaling pathway [7, 8, 9, 10, 11, 12] [Group9] 6 8.450705 0.001116036 GO:0031290 retinal ganglion cell axon guidance [5, 6, 8, 9, 10, 11, 12, 13] [None] 3 20 0.001749115 inhibition of adenylate cyclase activity by G- [7, 8, 9, 10, 11, 12, 13, 14, GO:0007193 protein signaling pathway 15] [Group23] 4 9.302325 0.005410457 Baranzini et al. Hum Molec Genet 18:2078, 2009
  • 10. Cumulative genetic risk MSGB gradient in multi- and single-case families
  • 11. Cumulative genetic risk MSGB gradient among siblings
  • 12. Cumulative genetic risk MSGB gradient among siblings No direct use in diagnostic No predictive power
  • 13. Sir Augustus d’Este (1794-1848) from the collection of the Victoria and Albert Museum, London. MS makes its first clear appearance in 1822 in the diaries of Augustus D’Este, the illegitimate grandson of King George III (Firth D, 1948)
  • 14.
  • 15. Full-genome sequencing of a multi-case MS family DRB1*15:01 I DRB1*15:01 DRB1*15:01 II III DRB1*15:01 DRB1*15:01 DRB1*15:01
  • 16. Full-genome sequencing of a multi-case MS family Input: 4.5 million variants (SNVs and indels) / genome L. Madireddy, P. Khankhanian & S. Baranzini
  • 17. Full-genome sequencing of a multi-case MS family Chr Pos Gene symbol Description chr1:150727539 CTSS Cathepsin S chr10:115393929 NRAP Nebulin-related anchoring protein chr10:88414569 OPN4 Opsin 4 chr11:134128923 ACAD8 Acyl-CoA dehydrogenase family, member 8 chr4:84383735 FAM175A Family with sequence similarity 175, member A chr5:55206444 IL31RA Interleukin 31 receptor A Transient receptor potential cation channel, subfamily chr7:142630534 TRPV5 V5 chr7:149473614 SSPO SCO-spondin homolog chr7:47851623 PKD1L1 Polycystic kidney disease 1 like 1 chr3:111921116 SLC9A10 Solute carrier family 9, member 10 chr3:111962851 SLC9A10 Solute carrier family 9, member 10 chr3:111996554 SLC9A10 Solute carrier family 9, member 10 chr4:126237567 FAT4 FAT tumor suppressor homolog 4
  • 18. Gene discovery in MS Second generation Second generation GWAS (10,000 patients) genome-wide linkage study (5000 markers) Whole genome First generation sequencing genome-wide linkage of MS twins First reported studies (400 markers) association First generation between GWAS Meta-analysis MS and HLA (1000 patients) of GWAS STUDIES 1972 1996 2005 2007 2009 2010 2011 A/A GENES G/G HLA IL2RA CD226 MMEL1 IL7R CD6 RGS1 VCAM CLECL1 CD58 IRF8 KIF21B PLEK ZFP36L1 A/G CLEC16A TNFRSF1A CBLB MERT BATF EVI5 TYK2 TMEM39A SP140 GALC IL12A MALT1 EOMES PTGER TNFSF14 CD86 OLIG3 MPV17L2 IL12B IL7 DKKL1 BACH2 ZMIZ1 MAPK1 THEMIS MPHOSPH9 SCO2 MYB STAT3 NFKB2 IL22RA2 CD40 CXCR5 TAGAP ZNF767 SOX8 MYC RPS6KB1 PVT1 TNFRSF6 HHEX CYP27B1 CYP24A1
  • 19. Multiple Sclerosis Treatment of Multiple Sclerosis Harrison’s Principles of Internal Medicine 3rd Ed, 1958 The most that can be done is to reassure and encourage the patient through moderate exercise and supportive measures…during an acute episode it is surely preferable to assure the patient that he will recover and to preserve silence on the subject of relapse. John N. Walton
  • 20. Multiple Sclerosis therapeutics 2012 Phase I Lymphocyte AJM-300 trafficking Phase II Interferons Fc- IFb ATL-1102 TBC4746 IFN omega Phase III Firategrast IFNTau R1295 Marketed Fingolimod MLN-0002 Peg IFNb sc IFN β-1b Natalizumab (BIIB017) im IFN β- sc IFN β- 1a Laquinimod 1a Azathioprine Riluzole Novantrone Anti-proliferation Cladribine agents Teriflunomide Daclizuma Glatiramer b Pixantrone acetate BG12 MM-093 Anti-T cell Delta-9-THC vaccine 683699 (T-0047) ATX-MS-1467 Targeted Immune Fampridine SR regulation Rituximab Alemtuzumab Vaccine, PI2301 Nerispirdine tolerization Ocrelizumab LY-2127399 Atacicept Symptomatic Tx Ofatumumab oral administration Targeted injectable mAbs/Fc-Ab Courtesy of Gavin Giovannoni
  • 21. MS as a genetic disease. The agenda • In the last 10 years, sequencing technologies have improved by many orders of magnitude. • In the last 5 years, tissue and organ imaging technologies permit the (non-invasive) deconstruction of the phenotype to the metabolite level.
  • 22. MS as a genetic disease. The agenda • Advances in microscopy now make it possible to observe how individual cells, including neurons behave when genes are turned on and off. • Cell- and molecular- resolution models of the nervous system is looking more and more doable. • Major improvements in the development of systems and network-based approaches for the interpretation of high-dimensional biological data.
  • 23. MS as a genetic disease. The agenda The convergence of -omics with next generation imaging, informatics, and effective Electronic Medical Record systems will: • Allow the deployment of this information in a point-of-care decision support environment. • Generate a genetic road map to guide us in the discovery of new drugs at an unprecedented pace. • Allow to implement the promise of personalized medicine.
  • 24. Database Gateway Front-end tablet & Computations Application User data Imaging Reference Individual data groups of patients