| Literature DB >> 23483977 |
Anne Becker1, Nicole Ludwig, Andreas Keller, Björn Tackenberg, Christian Eienbröker, Wolfgang H Oertel, Klaus Fassbender, Eckart Meese, Klemens Ruprecht.
Abstract
BACKGROUND: Myasthenia gravis is a disorder of neuromuscular transmission associated with autoantibodies against the nicotinic acetylcholine receptor. We have previously developed a customized protein macroarray comprising 1827 potential human autoantigens, which permitted to discriminate sera of patients with different cancers from sera of healthy controls, but has not yet been evaluated in antibody-mediated autoimmune diseases.Entities:
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Year: 2013 PMID: 23483977 PMCID: PMC3587426 DOI: 10.1371/journal.pone.0058095
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1A customized protein macroarray containing 1827 potential human autoantigens was incubated with serum from a patient with MG and developed with a secondary Cy5-labelled anti human immunoglobulin antibody.
Shown is a scanned image of the macroarray (GE Healthcare Typhoon 9410 scanner) as used for the subsequent automated image analysis procedure. Since peptide clones are spotted in duplicates on the filter membrane, positive seroreactivities are represented by two dark spots.
Classification results for myasthenia gravis vs. healthy controls and EOMG vs. LOMG.
| Classification | Sensitivity (%) | Specificity (%) | Accuracy (%) |
| Myasthenia vs. Controls | 43.4 (40.3–46,5) | 62 (59.4–64.6) | 53.9 (51.9–55.8) |
| Random | 37 (32.5–41.5) | 54.7 (51.5–57.9) | 46.9 (44.0–49.9) |
| EOMG vs. LOMG | 46.1 (42.5–49.7) | 74.7 (70.3–79.1) | 64.4 (61.0–67.8) |
| Random | 23.9 (18.4–29.4) | 68.8 (63.3–74.2) | 52.6 (47.6–57.6) |
Mean values for sensitivity, specificity, and accuracy for classification of patients with myasthenia gravis (n = 25) vs. healthy controls (n = 32) and EOMG (n = 16) vs. LOMG (n = 9) were calculated by linear kernel support vector machines with 100 repetitions of a 10-fold cross validation. 95% confidence intervals are indicated in parentheses. As control, classifications were performed with randomly permutated class labels.
Distribution of clones in different AUC value intervals.
| AUC value range | Myasthenia vs. Controls | |
| No. all clones | No. in-frame clones | |
| 0.0–0.1 | 0 | 0 |
| 0.1–0.2 | 0 | 0 |
| 0.2–0.3 |
|
|
| 0.3–0.4 | 99 | 34 |
| 0.4–0.5 | 760 | 220 |
| 0.5–0.6 | 706 | 184 |
| 0.6–0.7 | 153 | 37 |
| 0.7–0.8 |
| 0 |
| 0.8–0.9 | 0 | 0 |
| 0.9–1.0 | 0 | 0 |
Clones with AUC values <0.3 or >0.7 were considered informative and are marked in boldface.
Figure 2Normalized intensity values for poly A binding protein cytoplasmic 1 (PABPC1) in the groups of patients with MG and healthy controls.
Horizontal bars represent median intensity values. Statistical significance of differences was assessed by Mann-Whitney U test.
Distribution of clones in different seroreactivity frequency intervals.
| Frequencies (%) | Myasthenia | Controls | Myasthenia ≥2× controls | |||
| No. all clones | No. in-frame clones | No. all clones | No. in-frame clones | No. all clones | No. in-frame clones | |
| 0 | 797 | 218 | 771 | 224 | - | - |
| 0-10 | 579 | 166 | 611 | 170 | 251 | 71 |
| 10-20 | 209 | 65 | 206 | 59 | 56 | 19 |
| 20-30 | 122 | 33 | 109 | 25 |
|
|
| 30-40 | 48 | 11 | 55 | 14 |
|
|
| 40-50 | 38 | 8 | 25 | 8 |
| 0 |
| 50-60 | 9 | 2 | 21 | 4 | 0 | 0 |
| 60-70 | 17 | 4 | 14 | 2 | 0 | 0 |
| 70-80 | 4 | 1 | 7 | 2 | 0 | 0 |
| 80-90 | 2 | 1 | 5 | 1 | 0 | 0 |
| 90-100 | 2 | 0 | 3 | 0 | 0 | 0 |
The number of clones reacting with antibodies in sera from patients with MG and healthy controls is listed according to the frequency of positive seroreactivities. The column „Myasthenia ≥2× controls” lists all clones that were positive at least twice as often with sera from patients with MG than with control sera. Among those, clones that were detected by at least 20% of MG sera were considered informative and are marked in boldface.
Details of peptide clones that were detected significantly more frequently by sera from patients with MG than by control sera.
| Clone ID | Ensemble ID | Gene name | Frequency Myasthenia (%) | Frequency Controls (%) | p-value |
| K02549 | ENSG00000110700 | RPS13 | 5/24 (20.8) | 0/32 (0) | 0.011 |
| E05529 | ENSG00000129084 | PSMA1 | 6/24 (25) | 1/32 (3.1) | 0.035 |
The number of positive sera (i.e. sera with intensity values >50; for details see text) out of all sera tested is indicated. P-values were determined by Fisher's exact probability test. RPS13, 40S ribosomal protein S13; PSMA1, proteasome subunit alpha type 1.