| Literature DB >> 32398079 |
Rachel K Okolicsanyi1, Julia Bluhm1, Cassandra Miller1, Lyn R Griffiths2, Larisa M Haupt3.
Abstract
Multiple sclerosis (MS) is a chronic inflammatory demyelinating disease affecting the central nervous system in young adults. Heparan sulfate proteoglycans (HSPGs) are ubiquitous to the cell surface and the extracellular matrix. HSPG biosynthesis is a complex process involving enzymatic attachment of heparan sulfate (HS) chains to a core protein. HS side chains mediate specific ligand and growth factor interactions directing cellular processes including cell adhesion, migration and differentiation. Two main families of HSPGs exist, the syndecans (SDC1-4) and glypicans (GPC1-6). The SDCs are transmembrane proteins, while the GPC family are GPI linked to the cell surface. SDC1 has well-documented interactions with numerous signalling pathways. Genome-wide association studies (GWAS) have identified regions of the genome associated with MS including a region on chromosome 13 containing GPC5 and GPC6. International studies have revealed significant associations between this region and disease development. The exostosin-1 (EXT1) and sulfatase-1 (SULF1) are key enzymes contributing to the generation of HS chains. EXT1, with documented tumour suppressor properties, is involved in the initiation and polymerisation of the growing HS chain. SULF1 removes 6-O-sulfate groups from HS chains, affecting protein-ligand interactions and subsequent downstream signalling with HS modification potentially having significant effects on MS progression. In this study, we identified significant associations between single nucleotide polymorphisms in SDC1, GPC5 and GPC6 and MS in an Australian Caucasian case-control population. Further significant associations in these genes were identified when the population was stratified by sex and disease subtype. No association was found for EXT1 or SULF1.Entities:
Keywords: EXT1; Glypicans; HSPG; Multiple sclerosis; SNP; SULF1; Syndecans
Mesh:
Substances:
Year: 2020 PMID: 32398079 PMCID: PMC7218574 DOI: 10.1186/s40246-020-00264-6
Source DB: PubMed Journal: Hum Genomics ISSN: 1473-9542 Impact factor: 4.639
Population demographics
| Total | Age (years) | Males | Age (years) | Females | Age (years) | |
|---|---|---|---|---|---|---|
| 194 | 19–96 | 43 | 29–70 | 151 | 19–96 | |
| 205 | 18–77 | 45 | 24–77 | 160 | 18–76 | |
| 100 | 18–73 | 15 | 24–64 | 85 | 18–73 | |
| 51 | 37–73 | 11 | 37–70 | 40 | 40–73 | |
| 54 | 24–77 | 19 | 28–77 | 35 | 24–76 |
Assay details and SNP information including RFLP fragment sizes where appropriate
| SNP number | Gene | Forward primers | Reverse primers | Chr | Chr position | Amplicon length (bp) | Variation | Ta (°C) | RFLP fragment sizes (bp) | Accession number | Assay type |
|---|---|---|---|---|---|---|---|---|---|---|---|
| rs11546829 | 5’ ACAGCCCCTTCCTTACCTGT 3' | 5’ GGAAGTAAGGTCAGCCAAACC 3' | 8 | 118847782 | 397 | G/A | 51 | 115, 281 | NT_008046.16 | RFLP | |
| rs2623047 | 5’ GGGATGCACAGAAACCCTAA 3' | 5’ TGTGGCAAACAGTGAAGAGC 3' | 8 | 70378496 | 291 | C/T | 57 | 212, 78 | NT_008183.19 | RFLP | |
| rs1131351 | 5’ TGCTGTACCGCATGAAGAAG 3' | 5’ GCTGTGGTGGAAAGGTCCTA 3' | 2 | 20402380 | 354 | C/G | 62 | 259, 94 | NT_015926.15 | RFLP | |
| rs7333912 | 5’ GGAAACATAACAAAGTTTGCAATC 3’ | 5’ TGGGGAGGGATAGGAAGATAAA 3’ | 13 | 91874131 | 120 | C/G | 49 | N/A | NT_009952.14 | HRM | |
| rs10492503 | 5' CTTCAATACTCTTGCTTGAATCGT 3' | 5' CCGTAATTTGTGAGATATACCTTC 3' | 13 | 92885097 | 115 | A/T | 58 | N/A | NT_009952.14 | HRM | |
| rs9523787 | 5’ TTCCTAGTTGATTGTTGAAGAGA 3’ | 5’ TGTAACCTTGATTTTCTTTCTAGT 3’ | 13 | 93363760 | 105 | G/T | 49 | N/A | NT_009952.14 | HRM | |
| rs17267815 | 5' ATGAGAGGGCTTCCATATAATCAT 3' | 5' GGCAACAGTTTTGGAAGAAACA 3' | 13 | 94153058 | 129 | A/G | 58 | N/A | NT_009952.14 | HRM | |
| rs9524260 | 5’ GACAGCCAGTGAATGTAGATAGGA 3’ | 5’ Biotin-CAAATAACAGGAAGCTCAG 3’ | 13 | 94513790 | 105 | G/A | 56 | N/A | NT_009952.14 | Pyro | |
| Sequencing primer | 5' CAAATAACAGGAAGCTCAG 3' |
Genotype and allele frequencies of EXT-1 SNP (rs11546829) within the case-control MS population which is further subdivided into disease states. Corrected P values using the Benjimini-Hochberg (PBH) and Bonferroni (PBon) methods are presented below the uncorrected P value
| EXT1-829 | rs11546829 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | |||||||
| Group | GG (%) | GA (%) | AA (%) | HWE | G (%) | A (%) | OR (95% CI) | ||
| 80 (45.5) | 78 (44.3) | 18 (10.2) | 0.45 (0.72, 1) | 0.87 | 238 (67.6) | 114 (32.4) | 0.75 | 0.95 | |
| 22 (44.9) | 22 (44.9) | 5 (10.2) | 0.67 | 66 (67.3) | 32 (32.7) | 0.87 | 0.96 | ||
| 21 (48.8) | 19 (44.2) | 3 (7) | 0.45 | 61 (70.9) | 25 (29.1) | 0.44 | 0.81 | ||
| 37 (44) | 37 (44) | 10 (12) | 0.72 | 111 (66.1) | 57 (51.4) | 0.94 | 1.02 | ||
| 63 (47) | 52 (38.9) | 19 (14.2) | – | 0.13 | 178 (66.4) | 90 (33.6) | – | – | |
| 58.3 | 36.7 | 5 | 76.7 | 23.3 | |||||
Genotype and allele frequencies in the case-control MS population for the SULF-1 SNP (rs262347) further subdivided into disease states. Corrected p values using the Benjimini-Hochberg (PBH) and Bonferroni (PBon) methods are presented below the uncorrected P value
| SULF1 | rs2623047 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | |||||||
| Group | CC (%) | CT (%) | TT (%) | HWE | C (%) | T (%) | OR (95% CI) | ||
| 21 (11.1) | 84 (44.2) | 85 (44.7) | 0.94 (0.94, 1) | 0.97 | 126 (33.2) | 254 (66.8) | 0.94 | 1.01 | |
| 7 (14) | 20 (40) | 23 (46) | 0.68 | 34 (34) | 66 (66) | 0.92 | 0.97 | ||
| 8 (17.4) | 18 (39.1) | 20 (43.5) | 0.40 | 34 (37) | 58 (63) | 0.53 | 0.86 | ||
| 6 (6.4) | 46 (48.9) | 42 (44.7) | 0.53 | 58 (30.9) | 130 (69.1) | 0.54 | 1.13 | ||
| 18 (10.5) | 79 (45.9) | 75 (43.6) | – | 0.68 | 115 (33.4) | 229 (66.6) | – | – | |
| 15.9 | 51.3 | 32.7 | 41.6 | 58.4 | |||||
Results by disease state for SDC1 SNP (rs1131351) and of the MS case-control population. Corrected P values using the Benjimini-Hochberg (PBH) and Bonferroni (PBon) methods are presented below the uncorrected P value
| SDC 1 | rs113151 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | |||||||
| Group | GG (%) | GC (%) | CC (%) | HWE | G (%) | C (%) | OR (95% CI) | ||
| 31 (19.4) | 83 (51.9) | 46 (28.8) | (0.08, 0.16) | 0.55 | 145 (45.3) | 175 (54.7) | 1.59 | ||
| 8 (17.8) | 24 (53.3) | 13 (28.9) | 0.11 | 40 (44.4) | 50 (55.6) | 1.65 | |||
| 8 (20.5) | 19 (48.7) | 12 (30.8) | 0.15 | 35 (44.9) | 43 (55.1) | 0.06 | 1.62 | ||
| 15 (19.7) | 40 (52.6) | 21 (27.6) | 0.09 | 70 (46.1) | 82 (53.9) | 1.55 | |||
| 7 (22.6) | 17 (54.8) | 7 (22.6) | 0.58 | 31 (50) | 31 (50) | 0.32 | 1.32 | ||
| 24 (18.6) | 66 (51.2) | 39 (30.2) | 114 (44.2) | 144 (58.8) | 1.67 | ||||
| 46 (31.7) | 73 (50.3) | 26 (17.9) | – | 0.75 | 165 (56.9) | 125 (43.1) | – | ||
| 50 | 31 | 19 | 65.5 | 34.5 | |||||
Female results by disease state for SDC1 SNP (rs1131351)
| SDC1 | rs1131351 | |||||||
|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | ||||||
| Group | GG (%) | GC (%) | CC (%) | G (%) | C (%) | OR (95% CI) | ||
| 3 (9.68) | 17 (54.8) | 11 (35.5) | 23 (37.1) | 39 (62.9) | 2.24 | |||
| 7 (25) | 13 (46.4) | 8 (28.6) | 0.41 | 27 (48.2) | 29 (51.8) | 0.23 | 1.42 | |
| 14 (20) | 36 (51.4) | 20 (28.6) | 0.09 | 64 (45.7) | 76 (54.3) | 1.57 | ||
| 46 (31.7) | 73 (50.3) | 26 (17.9) | – | 165 (56.9) | 125 (43.1) | – | – | |
| 50 | 31 | 19 | 65.5 | 34.5 | ||||
Results for GPC5, rs7333912. Corrected P values using the Benjimini-Hochberg (PBH) and Bonferroni (PBon) methods are presented below the uncorrected P value
| GPC5 | rs7333912 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | |||||||
| Group | CC (%) | GC (%) | GG (%) | HWE | C (%) | G (%) | OR (95% CI) | ||
| 195 (95.1) | 10 (4.9) | 0.768 (0.878, 1) | 0.72 | 400 (97.6) | 10 (2.4) | 0.771 | 1.15 | ||
| 52 (96.3) | 2 (3.7) | 106 (98.1) | 2 (1.9) | 0.859 | 0.87 | ||||
| 47 (92.2) | 4 (7.8) | 98 (95.1) | 4 (3.9) | 0.189 | 2.11 | ||||
| 96 (96.0) | 4 (4.0) | 196 (98.0) | 4 (2.0) | 0.667 | 0.75 | ||||
| 180 (95.7) | 8 (4.3) | 0.766 | 368 (97.9) | 8 (2.1) | |||||
| 99.1 | 0.9 | 99.6 | 0.4 | ||||||
Results for GPC5, rs10492503. Corrected P values using the Benjimini-Hochberg (PBH) and Bonferroni (PBon) methods are presented below the uncorrected P value
| GPC5 | rs10492503 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | |||||||
| Group | AA (%) | AT (%) | TT (%) | HWE | A (%) | T (%) | OR (95% CI) | ||
| 67 (32.8) | 98 (48.1) | 39 (19.1) | (0.08, 0.128) | 0.767 | 232 (56.8) | 176 (43.2) | 1.50 | ||
| 24 (45.3) | 24 (45.3) | 5 (9.4) | 0.492 | 72 (67.9) | 34 (32.1) | 0.781 | 0.94 | ||
| 13 (25.5) | 31 (60.8) | 7 (13.7) | 57 (55.9) | 45 (44.1) | 0.0519 | 1.56 | |||
| 30 (30) | 43 (43) | 27 (27) | 103 (52.5) | 97 (48.5) | 1.87 | ||||
| 14 (31.8) | 21 (47.7) | 9 (20.5) | 0.560 | 49 (55.7) | 39 (44.3) | 0.299 | 1.42 | ||
| 53 (33.1) | 77 (48.1) | 30 (18.8) | 183 (57.2) | 137 (42.8) | 1.52 | ||||
| 78 (47.6) | 62 (37.8) | 24 (14.6) | 0.052 | 218 (66.5) | 110 (33.5) | ||||
| 38.3 | 51.7 | 10 | 64.2 | 35.8 | |||||
Female results by disease state for GPC5, rs10492503. Significance for the PP case subgroup is suggestive only as cell counts fell below the minimum required for chi-squared testing (n < 5)
| GPC5 | rs10492503 | |||||||
|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | ||||||
| Group | AA (%) | AT (%) | TT (%) | A (%) | T (%) | OR (95% CI) | ||
| 17 (48.6) | 16 (45.7) | 2 (5.7) | 0.3358 | 50 (71.4) | 20 (28.6) | 0.4847 | 0.81 | |
| 9 (22.5) | 25 (62.5) | 6 (15.0) | 43 (53.8) | 37 (46.2) | 1.75 | |||
| 27 (31.8) | 36 (42.4) | 22 (25.9) | 90 (52.9) | 80 (47.1) | 1.81 | |||
| 64 (48.5) | 49 (37.1) | 19 (14.4) | – | 177 (67.1) | 87 (32.9) | – | – | |
| 38.3 | 51.7 | 10 | 64.2 | 35.8 | ||||
Results for GPC5, rs9523787. Corrected P values using the Benjimini-Hochberg (PBH) and Bonferroni (PBon) methods are presented below the uncorrected P value. Significance measures are suggestive only as cell counts fell below the minimum required to perform chi-square analysis in the disease subgroups (n < 5)
| GPC5 | rs9523787 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | |||||||
| Group | GG (%) | GT (%) | TT (%) | HWE | G (%) | T (%) | OR (95% CI) | ||
| 146 (71.2) | 54 (26.3) | 5 (2.5) | 0.609 (0.812, 1) | 0.998 | 346 (84.4) | 64 (15.6) | 0.464 | 0.87 | |
| 37 (68.5) | 17 (31.5) | 0 (0) | 0.558 | 91 (84.3) | 17 (15.7) | 0.660 | 0.88 | ||
| 40 (78.4) | 9 (17.7) | 2 (3.9) | 0.153 | 89 (87.3) | 13 (12.7) | 0.246 | 0.69 | ||
| 69 (69.0) | 28 (28.0) | 3 (3.0) | 0.811 | 166 (83.0) | 34 (17.0) | 0.868 | 0.96 | ||
| 126 (67.0) | 58 (30.9) | 4 (2.1) | 0.366 | 310 (82.4) | 66 (17.6) | ||||
| 64.6 | 27.4 | 8 | 78.3 | 21.7 | |||||
Results for GPC6, rs17267815. Corrected P values using the Benjimini-Hochberg (PBH) and Bonferroni (PBon) methods are presented below the uncorrected P value
| GPC6 | rs17267815 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | |||||||
| Group | AA (%) | AG (%) | GG (%) | HWE | A (%) | G (%) | OR (95% CI) | ||
| 46 (22.4) | 105 (51.2) | 54 (26.4) | 0.0797 (0.213, 0.638) | 0.71 | 197 (48.1) | 213 (51.9) | 0.118 | 0.79 | |
| 10 (18.5) | 26 (48.2) | 18 (33.3) | 0.691 | 46 (42.6) | 62 (57.4) | 0.925 | 0.98 | ||
| 8 (15.7) | 29 (56.9) | 14 (27.4) | 0.161 | 45 (51.7) | 42 (48.3) | 0.719 | 0.92 | ||
| 28 (28.0) | 50 (50.0) | 22 (22.0) | 106 (51.7) | 94 (48.3) | 0.64 | ||||
| 14 (31.1) | 20 (44.4) | 11 (24.4) | 0.1436 | 48 (53.3) | 42 (46.7) | 0.51 | |||
| 32 (20.0) | 85 (53.1) | 43 (26.9) | 0.1154 | 149 (46.6) | 171 (53.4) | 0.5095 | 0.89 | ||
| 31 (21.4) | 60 (41.4) | 54 (37.2) | 0.069 | 205 (54.5) | 171 (45.5) | ||||
| 26.5 | 54 | 19.5 | 53.5 | 46.5 | |||||
Results for GPC6, rs9524260. Corrected P values using the Benjimini-Hochberg (PBH) and Bonferroni (PBon) methods are presented below the uncorrected P value
| GPC6 | rs9524260 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Polymorphism | Genotypes | Alleles | |||||||
| Group | GG (%) | GA (%) | AA (%) | HWE | G (%) | A (%) | OR (95% CI) | ||
| 76 (38.6) | 90 (45.7) | 31 (15.7) | 0.236 (0.472, 1) | 0.613 | 242 (61.4) | 152 (38.6) | 0.974 | 1.00 | |
| 22 (41.5) | 21 (39.6) | 10 (18.9) | 0.146 | 65 (61.3) | 41 (38.7) | 0.967 | 1.01 | ||
| 16 (32.0) | 24 (48.0) | 10 (20.0) | 0.296 | 56 (56.0) | 44 (44.0) | 0.316 | 1.26 | ||
| 38 (40.4) | 45 (47.9) | 11 (11.7) | 0.607 | 121 (64.4) | 67 (35.6) | 0.516 | 0.89 | ||
| 63 (34.6) | 98 (53.8) | 21 (11.6) | 0.064 | 224 (61.5) | 140 (38.5) | ||||
| 36.3 | 54.9 | 8.8 | 63.7 | 36.3 | |||||
Fig. 1LD Plot from GPC5/GPC6 haplotype analysis. The figure shows there is no LD between these SNPs in an Australian Caucasian MS population. This analysis was unable to replicate the positive associations and LD found in previous studies
Comparison of significance obtained in this study compared to previous GWAS. P values from GWAS presented as from the original paper. Pun = uncorrected P value; PC = corrected p value. Baranzini et al. presented their significance as adjusted log P values
| Genotype (%) | Allele (%) | Current study | GWAS significance | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gene | SNP | Hom (%) | Het (%) | Var (%) | Allele 1 | Allele 2 | Corrected B-H | Corrected Bonferroni | Cenit 2009 Pun (PC) | Baranzini 2009 | Lorentzen 2010 | |
| rs7333912 | 95.1 | 4.9 | 0 | 97.6 | 2.4 | 0.76 | 0.878 | 1 | 0.02 | |||
| rs10492503 | 32.8 | 48.1 | 19.1 | 56.8 | 43.2 | 0.08 | 0.128 | 0.016 (0.096) | ||||
| rs9523787 | 71.2 | 26.3 | 2.5 | 84.4 | 15.6 | 0.069 | 0.812 | 1 | 0.0002 | |||
| rs9523762 | Did not follow Hardy-Weinburg equilibrium | 5.155 | ||||||||||
| rs17267815 | 22.4 | 51.2 | 26.4 | 48.1 | 51.9 | 0.0797 | 0.213 | 0.638 | 0.03 | |||
| rs9524260 | 38.6 | 45.7 | 15.7 | 61.4 | 38.6 | 0.236 | 0.472 | 1 | 0.10 | |||
Fig. 2Schematic of disease progression highlighting the involvement of HSPG core protein SNPs. Significant associations between specific HSPG core protein SNPs and disease subtypes are represented by coloured stars as can be seen in the legend. SDC1: yellow; GPC5: green; GPC6: purple. These SNPs are significantly associated with population stratification by gender as represented by coloured people outlines. Female: pink; Male: blue