| Literature DB >> 25356381 |
Tanel Punga1, Rozen Le Panse2, Mats Andersson3, Frédérique Truffault2, Sonia Berrih-Aknin2, Anna R Punga4.
Abstract
OBJECTIVE: Myasthenia gravis (MG) is a chronic autoimmune disorder where autoantibodies target the nicotinic acetylcholine receptors (AChR+) in about 85% of cases, in which the thymus is considered to play a pathogenic role. As there are no reliable biomarkers to monitor disease status in MG, we analyzed circulating miRNAs in sera of MG patients to find disease-specific miRNAs.Entities:
Year: 2013 PMID: 25356381 PMCID: PMC4207504 DOI: 10.1002/acn3.24
Source DB: PubMed Journal: Ann Clin Transl Neurol ISSN: 2328-9503 Impact factor: 4.511
Demographic data of subjects in the discovery set and validation set.
| Healthy controls | MG patients | |
|---|---|---|
| Discovery set | ||
| 4 | 4 | |
| Age | 33.2 ± 8.2 | 32.7 ± 7.1 |
| Disease duration (months) | n.a. | 8.0 ± 2.8 |
| AChEI (N) | n.a. | 4 |
| Thymectomy | n.a. | No |
| Validation set | ||
| 16 | 13 (16) | |
| Age | 40.1 ± 9.9 | 42.2 ± 7.7 |
| Disease duration (years) | N.A | 19.2 ± 10.2 |
| AChEI (N) | N.A | 13 |
| Post-thymectomy (years) | N.A | 15.9 ± 7.4 |
Clinical characteristics of the patients included in the discovery set (French) as well as the validation set (Swedish). The results are, where applicable, presented as mean ± SD. All patients and controls in the validation set were female and age matched in each individual case. N, number of patients; AChEIs, acetylcholinesterase inhibitors; N.A, not applicable. None of the analyzed patients had current immunosuppressive treatment. All data are displayed as mean ± SD.
Sixteen patients were included in the validation cohort, although due to hemolyzed samples 13 samples were used.
MG patients were sampled before and years after thymectomy.
| Patient # | Age at thymectomy | Germinal centers of the thymus | AChRab titer before thymectomy (nmol/L) | AChRab titer after thymectomy (nmol/L) | Follow-up after thymectomy (years) |
|---|---|---|---|---|---|
| 1 | 39 | None | 0.96 | 0.72 | 10 |
| 2 | 21 | Few | 18.1 | 5.0–50 (variable) | 10 |
| 3 | 29 | Few | 4.4 | 4.8 | 10 |
| 4 | 35 | Few | 18.4 | 43–93 (variable) | 10 |
| 5 | 23 | Few | 0.94 | 1.3 | 3 |
| 6 | 35 | None | 0 | 0.5 | 6 |
| 7 | 29 | Few | 970 | 152 | 7 |
| 8 | 37 | Few | 18.7 | – | 2 |
| 9 | 25 | None | 0.5 | 0 | 15 |
The initial sera samples were collected just before thymectomy and the age as well as acetylcholine receptor antibody (AChR ab) titer refers to this time point. –, missing data.
Differentially expressed miRNAs in the discovery set.
| miRNA | Change (fold) | ||
|---|---|---|---|
| Elevated | Decreased | ||
| hsa-miR-150-5p | 0.0042 | 13.2 | |
| hsa-miR-296-5p | 0.010 | 11.8 | |
| hsa-miR106b-3p | 0.0045 | 9.9 | |
| hsa-miR-130b-3p | 0.016 | 9.8 | |
| hsa-miR-210 | 0.0067 | 8.3 | |
| hsa-miR-363-3p | 0.050 | 7.4 | |
| hsa-let-7c | n.s. | 7.3 | |
| hsa-miR-34a-5p | 0.0093 | 4.0 | |
| hsa-miR-21-5p | 0.046 | 3.3 | |
| hsa-miR-421 | 0.0027 | 3.1 | |
| hsa-miR-424-5p | 0.0025 | 2.8 | |
| hsa-miR-30e-5p | 0.042 | 1.5 | |
| hsa-miR-27a-3p | n.s. | 5.8 | |
Selection of miRNA of interest among the 116 miRNA validated from the discovery set of 168 miRNAs. Comparing four MG patients versus four healthy controls, miRNA were selected when a P-value <0.05 was found either with a t-test or a one-way ANOVA test. Hsa-let-7c and hsa-miR-27a-3p were also added because of a clearly elevated or reduced level in the MG patients, although not significant (n.s., P > 0.05).
Figure 1Volcano plot of the 116 expressed miRNAs in the discovery set. Group 1 represents the MG patients (N = 4) and group 2 refers to the healthy controls (N = 4). The differently expressed miRNAs (Table2) that were further analyzed in the validation set are named in the plot.
Figure 2Significantly dysregulated miRNAs in MG patients (N = 13) compared to age-matched healthy controls (HC; N = 16). Relative expression as well as distribution in individual samples is shown for the significantly elevated hsa-miR-150-5p (A and B); hsa-miR-21-5p (C and D) and significantly reduced hsa-miR-27a-3p (E and F) after normalization to the reference gene hsa-miR-93-5p. In the left lane, results expressed as% ±SEM where the control samples were set to 100%. In the right lane, results are expressed according to the formula 2^(−ΔΔCT) × 100 in order to have numbers in a comparable range. *P ≤ 0.05; **P ≤ 0.01; #P ≤ 0.001.
Association between miRNAs and groups in the validation cohort.
| miRNA | MG patients versus HC | |||
|---|---|---|---|---|
| Dysregulation (mean fold) | AUC | Standard error | ||
| hsa-miR-150-5p | 2.5 (up) | 0.841 | 0.081 | 0.002 |
| hsa-miR-21-5p | 1.8 (up) | 0.779 | 0.089 | 0.011 |
| hsa-miR-27a-3p | 1.4 (down) | 0.279 | 0.097 | 0.044 |
Differentially expressed miRNAs in the validation set of 13 miRNAs from the discovery set in the cohort of Swedish female MG patients (N = 13) and Swedish age-matched female healthy controls (HC; N = 16). The standard error is under the nonparametric assumption. The null hypothesis indicates a true area of 0.5.
Figure 3ROC curve of all dysregulated miRNAs, indicating sensitivity of each miRNA for MG. The null hypothesis indicates a true area of 0.5 (reference line).
Change in miRNA candidates after thymectomy.
| Ratio | Lower 95% CI | Upper 95% CI | ||
|---|---|---|---|---|
| hsa-miR150-5p | 0.27 | 0.09 | 0.80 | 0.0242 |
| hsa-miR27a-3p | 0.35 | 0.11 | 1.07 | 0.0614 |
| hsa-miR21-5p | 0.40 | 0.12 | 1.31 | 0.1126 |
Back-transformed data on the French female MG patients (N = 9) for the three significantly altered miRNAs. Estimate with 95% confidence interval of the ratio between samples after and before thymectomy with a P-value of a hypothesis of ratio = 1 or equivalently the difference in log scale = 0.
Figure 4Serum levels of 100*hsa-miR150-5p in Log scale for the nine French female MG patients of the validation dataset is displayed where each patient is represented by a line that connects the serum level before and after thymectomy.
Change in hsa-miR-150-5p, clinical status, and AChR ab titers after thymectomy.
| Patient | % Change in hsa-miR150-5p after thymectomy | Clinical change after thymectomy | Follow-up of AChR ab titer after thymectomy |
|---|---|---|---|
| 1 | −37.7 | Improvement/almost remission | Slightly decreased |
| 2 | +30.2 | No real improvement/fluctuations | Very variable |
| 3 | −98.2 | Improvement | Stable |
| 4 | −92.3 | Remission | Increased |
| 5 | −81.0 | Remission | Stable |
| 6 | +21.8 | Slight improvement/fluctuating symptoms | Slightly increased |
| 7 | −29.0 | Remission | Decreased |
| 8 | −71.1 | Slight improvement | – |
| 9 | −33.3 | Improvement | Slightly decreased |
Individual changes in hsa-miR150-5p levels after thymectomy as well as evolution of clinical MG status and global change in acetylcholine receptor antibody (AChR ab) titer at follow-up sampling after thymectomy. (–) not known.