Table 8.
Association of HLA Amino Acid Positions with Multiple Sclerosis
| A. Association of Variant DRB1 Exon-2 encoded Amino Acid Positions, HLA-B Amino Acid position 80, and HLA-C Amino Acid positions 73, 77, 80 and 90 with Multiple Sclerosis. | |||||
|---|---|---|---|---|---|
| Locus | Variant Amino Acid Position | X.square | d.f. | p-value | Significance 1 |
| DRB1 | 10 | 0.8016 | 2 | 6.70E−01 | NS |
| DRB1 | 11 | 110.594 | 5 | < 2.22e−16 | * |
| DRB1 | 12 | 0.6384 | 1 | 4.24E−01 | NS |
| DRB1 | 13 | 113.1725 | 5 | < 2.22e−16 | * |
| DRB1 | 14 | 11.6544 | 1 | 6.41E−04 | * |
| DRB1 | 16 | 3.5177 | 1 | 6.07E−02 | NS |
| DRB1 | 25 | 11.6544 | 1 | 6.41E−04 | * |
| DRB1 | 26 | 24.945 | 2 | 3.83E−06 | * |
| DRB1 | 30 | 35.0811 | 5 | 1.45E−06 | * |
| DRB1 | 31 | 15.869 | 2 | 3.58E−04 | * |
| DRB1 | 32 | 1.3433 | 1 | 2.46E−01 | NS |
| DRB1 | 33 | 15.2457 | 1 | 9.44E−05 | * |
| DRB1 | 37 | 63.6089 | 4 | 5.05E−13 | * |
| DRB1 | 38 | 1.5824 | 2 | 4.53E−01 | NS |
| DRB1 | 40 | 0 | 1 | 1.00E+00 | NS |
| DRB1 | 47 | 70.1772 | 1 | < 2.22e−16 | * |
| DRB1 | 57 | 18.4418 | 3 | 3.57E−04 | * |
| DRB1 | 58 | 6.8992 | 1 | 8.62E−03 | NS |
| DRB1 | 60 | 17.2657 | 2 | 1.78E−04 | * |
| DRB1 | 67 | 30.5091 | 2 | 2.37E−07 | * |
| DRB1 | 70 | 32.3764 | 2 | 9.32E−08 | * |
| DRB1 | 71 | 121.9146 | 3 | < 2.22e−16 | * |
| DRB1 | 73 | 0 | 1 | 1.00E+00 | NS |
| DRB1 | 74 | 25.6389 | 4 | 3.74E−05 | * |
| DRB1 | 77 | 10.5184 | 1 | 1.18E−03 | * |
| DRB1 | 78 | 11.3048 | 1 | 7.73E−04 | * |
| DRB1 | 85 | 2.17 | 1 | 1.41E−01 | NS |
| DRB1 | 86 | 58.2623 | 1 | 2.29E−14 | * |
| HLA-B | 80 | 14.6302 | 2 | 6.65E−04 | * |
| HLA-C | 73 | 20.4422 | 1 | 6.15E−06 | * |
| HLA-C | 77 | 2.1921 | 1 | 1.39E−01 | NS |
| HLA-C | 80 | 2.1921 | 1 | 1.39E−01 | NS |
| HLA-C | 90 | 14.7985 | 1 | 1.20E−04 | * |
| HLA-C | 73~90 | 20.7641 | 2 | 3.10E−05 | * |
| HLA-C | 77~80 | 2.3061 | 1 | 1.29E−01 | NS |
| HLA-C | 73~77~80~90 | 33.3303 | 5 | 3.24E−06 | * |
| B. Association of DRB1 Exon-2 encoded Amino Acid Residues with Multiple Sclerosis | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Locus | Position | Residue | Controls (N) | Cases (N) | OR | 95% CI Lower | 95% CI Upper | p-value | Significance 2 |
| DRB1 | 11 | L | 108 | 57 | 0.5 | 0.35 | 0.71 | 5.41E−05 | * |
| DRB1 | 11 | S | 339 | 315 | 0.92 | 0.75 | 1.12 | 0.39573 | NS |
| DRB1 | 11 | V | 155 | 95 | 0.58 | 0.43 | 0.77 | 8.43E−05 | * |
| DRB1 | 11 | G | 117 | 70 | 0.58 | 0.41 | 0.79 | 0.00048 | * |
| DRB1 | 11 | D | 3 | 3 | 1.02 | 0.14 | 7.65 | 0.97874 | NS |
| DRB1 | 11 | P | 116 | 280 | 3.23 | 2.51 | 4.15 | < 2.22e−16 | * |
| DRB1 | 13 | F | 119 | 67 | 0.54 | 0.39 | 0.75 | 0.0001 | * |
| DRB1 | 13 | S | 296 | 289 | 1 | 0.81 | 1.23 | 0.97339 | NS |
| DRB1 | 13 | H | 147 | 88 | 0.57 | 0.42 | 0.76 | 7.04E−05 | * |
| DRB1 | 13 | Y | 117 | 70 | 0.58 | 0.41 | 0.79 | 0.00048 | * |
| DRB1 | 13 | G | 43 | 26 | 0.61 | 0.35 | 1.02 | 0.04566 | * |
| DRB1 | 13 | R | 116 | 280 | 3.23 | 2.51 | 4.15 | < 2.22e−16 | * |
| DRB1 | 14 | E | 721 | 750 | 1.74 | 1.26 | 2.41 | 0.00048 | * |
| DRB1 | 14 | K | 117 | 70 | 0.58 | 0.41 | 0.79 | 0.00048 | * |
| DRB1 | 25 | R | 721 | 750 | 1.74 | 1.26 | 2.41 | 0.00048 | * |
| DRB1 | 25 | Q | 117 | 70 | 0.58 | 0.41 | 0.79 | 0.00048 | * |
| DRB1 | 26 | L | 130 | 72 | 0.52 | 0.38 | 0.72 | 2.79E−05 | * |
| DRB1 | 26 | Y | 83 | 125 | 1.64 | 1.21 | 2.23 | 0.001032 | * |
| DRB1 | 26 | F | 625 | 623 | 1.08 | 0.86 | 1.36 | 0.5109 | NS |
| DRB1 | 30 | C | 108 | 57 | 0.5 | 0.35 | 0.71 | 5.41E−05 | * |
| DRB1 | 30 | Y | 588 | 675 | 1.98 | 1.56 | 2.52 | 6.39E−09 | * |
| DRB1 | 30 | L | 117 | 70 | 0.58 | 0.41 | 0.79 | 0.00048 | * |
| DRB1 | 30 | G | 3 | 3 | 1.02 | 0.14 | 7.65 | 0.97874 | NS |
| DRB1 | 30 | R | 8 | 7 | 0.89 | 0.27 | 2.83 | 0.82809 | NS |
| DRB1 | 30 | H | 14 | 8 | 0.58 | 0.21 | 1.49 | 0.21624 | NS |
| DRB1 | 31 | I | 111 | 60 | 0.52 | 0.37 | 0.73 | 7.23E−05 | * |
| DRB1 | 31 | F | 719 | 753 | 1.86 | 1.34 | 2.59 | 0.0001 | * |
| DRB1 | 31 | V | 8 | 7 | 0.89 | 0.27 | 2.83 | 0.82809 | NS |
| DRB1 | 33 | N | 691 | 732 | 1.77 | 1.32 | 2.38 | 7.04E−05 | * |
| DRB1 | 33 | H | 147 | 88 | 0.57 | 0.42 | 0.76 | 7.04E−05 | * |
| DRB1 | 37 | S | 224 | 337 | 1.91 | 1.55 | 2.37 | 6.34E−10 | * |
| DRB1 | 37 | N | 167 | 201 | 1.3 | 1.03 | 1.66 | 0.024731 | * |
| DRB1 | 37 | Y | 297 | 195 | 0.57 | 0.46 | 0.71 | 2.03E−07 | * |
| DRB1 | 37 | F | 136 | 79 | 0.55 | 0.4 | 0.75 | 6.43E−05 | * |
| DRB1 | 37 | L | 14 | 8 | 0.58 | 0.21 | 1.49 | 0.21624 | NS |
| DRB1 | 47 | Y | 466 | 287 | 0.43 | 0.35 | 0.53 | < 2.22e−16 | * |
| DRB1 | 47 | F | 372 | 533 | 2.33 | 1.9 | 2.85 | < 2.22e−16 | * |
| DRB1 | 57 | D | 643 | 692 | 1.64 | 1.27 | 2.12 | 8.24E−05 | * |
| DRB1 | 57 | S | 42 | 38 | 0.92 | 0.57 | 1.48 | 0.71967 | NS |
| DRB1 | 57 | V | 134 | 81 | 0.58 | 0.42 | 0.78 | 0.000212 | * |
| DRB1 | 57 | A | 19 | 9 | 0.48 | 0.19 | 1.12 | 0.06458 | NS |
| DRB1 | 60 | Y | 685 | 729 | 1.79 | 1.34 | 2.39 | 3.88E−05 | * |
| DRB1 | 60 | S | 134 | 82 | 0.58 | 0.43 | 0.79 | 0.000291 | * |
| DRB1 | 60 | H | 19 | 9 | 0.48 | 0.19 | 1.12 | 0.06458 | NS |
| DRB1 | 67 | L | 342 | 265 | 0.69 | 0.56 | 0.85 | 0.000331 | * |
| DRB1 | 67 | I | 347 | 450 | 1.72 | 1.41 | 2.1 | 4.05E−08 | * |
| DRB1 | 67 | F | 149 | 105 | 0.68 | 0.51 | 0.9 | 0.004919 | * |
| DRB1 | 70 | Q | 404 | 509 | 1.76 | 1.44 | 2.15 | 1.4E−08 | * |
| DRB1 | 70 | D | 404 | 292 | 0.59 | 0.49 | 0.73 | 2.02E−07 | * |
| DRB1 | 70 | R | 30 | 19 | 0.64 | 0.34 | 1.18 | 0.12898 | NS |
| DRB1 | 71 | R | 457 | 280 | 0.43 | 0.35 | 0.53 | < 2.22e−16 | * |
| DRB1 | 71 | E | 113 | 99 | 0.88 | 0.65 | 1.19 | 0.38958 | NS |
| DRB1 | 71 | K | 174 | 180 | 1.07 | 0.84 | 1.37 | 0.55523 | NS |
| DRB1 | 71 | A | 94 | 261 | 3.7 | 2.83 | 4.85 | < 2.22e−16 | * |
| DRB1 | 74 | A | 578 | 588 | 1.14 | 0.92 | 1.42 | 0.22315 | NS |
| DRB1 | 74 | R | 80 | 122 | 1.66 | 1.21 | 2.27 | 0.000906 | * |
| DRB1 | 74 | E | 33 | 22 | 0.67 | 0.37 | 1.2 | 0.15367 | NS |
| DRB1 | 74 | Q | 117 | 70 | 0.58 | 0.41 | 0.79 | 0.00048 | * |
| DRB1 | 74 | L | 30 | 18 | 0.6 | 0.31 | 1.13 | 0.092675 | NS |
| DRB1 | 77 | T | 758 | 698 | 0.6 | 0.44 | 0.82 | 0.000906 | * |
| DRB1 | 77 | N | 80 | 122 | 1.66 | 1.21 | 2.27 | 0.000906 | * |
| DRB1 | 78 | Y | 718 | 747 | 1.71 | 1.24 | 2.36 | 0.000584 | * |
| DRB1 | 78 | V | 120 | 73 | 0.58 | 0.42 | 0.8 | 0.000584 | * |
| DRB1 | 86 | G | 483 | 318 | 0.47 | 0.38 | 0.57 | 1.56E−14 | * |
| DRB1 | 86 | V | 355 | 502 | 2.15 | 1.76 | 2.63 | 1.56E−14 | * |
| C. Association of HLA class I Amino Acids that Form KIR Ligand Epitopes with Multiple Sclerosis. | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Locus | Position | Residue(s) | Controls (N) | Cases (N) | OR | 95% CI Lower | 95% CI Upper | p-value | Significance 3 |
| HLA-B | 80 | N | 520 | 574 | 1.43 | 1.16 | 1.76 | 6.38E−04 | * |
| HLA-B | 80 | T | 190 | 129 | 0.64 | 0.49 | 0.82 | 3.37E−04 | * |
| HLA-B | 80 | I | 128 | 117 | 0.92 | 0.7 | 1.22 | 5.64E−01 | NS |
| HLA-C | 73 | T | 361 | 264 | 0.63 | 0.51 | 0.77 | 4.83E−06 | * |
| HLA-C | 73 | A | 477 | 556 | 1.59 | 1.3 | 1.96 | 4.83E−06 | * |
| HLA-C | 90 | A | 416 | 329 | 0.68 | 0.56 | 0.83 | 9.77E−05 | * |
| HLA-C | 90 | D | 422 | 491 | 1.47 | 1.21 | 1.8 | 9.77E−05 | * |
| HLA-C | 73~90 | A~A | 55 | 65 | 1.22 | 0.83 | 1.81 | 2.90E−01 | NS |
| HLA-C | 73~90 | A~D | 422 | 492 | 1.47 | 1.2 | 1.79 | 1.01E−04 | * |
| HLA-C | 73~90 | T~A | 361 | 265 | 0.63 | 0.51 | 0.77 | 5.21E−06 | * |
| HLA-C | 73~77~80~90 | A~N~K~A | 6 | 16 | 2.75 | 1.02 | 8.63 | 2.84E−02 | * |
| HLA-C | 73~77~80~90 | A~N~K~D | 179 | 163 | 0.91 | 0.71 | 1.16 | 4.41E−01 | NS |
| HLA-C | 73~77~80~90 | A~S~N~A | 49 | 49 | 1.02 | 0.66 | 1.57 | 9.22E−01 | NS |
| HLA-C | 73~77~80~90 | A~S~N~D | 243 | 329 | 1.63 | 1.33 | 2.02 | 2.28E−06 | * |
| HLA-C | 73~77~80~90 | T~N~K~A | 146 | 115 | 0.77 | 0.59 | 1.01 | 5.48E−02 | NS |
| HLA-C | 73~77~80~90 | T~S~N~A | 215 | 150 | 0.65 | 0.51 | 0.82 | 2.69E−04 | * |
χ2: Chi-squared value.
d.f.: Degrees of freedom.
OR: Odds Ratio.
After correcting for 28 comparisons, DRB1 significance was evaluated at the 1.79E−03 level. HLA-C significance was evaluated at the 7.14E−03 level (7 comparisons). Significant p-values are indicated with asterisks. NS: Not Significant.
For each amino acid residue, the evaluation of significance was informed by the significance of heterogeneity for that position, as shown in Table 8A. Results are shown for positions that displayed significant heterogeneity.
For each amino acid residue or combination of residues, the evaluation of significance was informed by the significance of heterogeneity for that position or positions, as shown in Table 8A. Results are shown for positions that displayed significant heterogeneity.