| Literature DB >> 25736057 |
Carlos López-Gómez1, Begoña Oliver-Martos1, María-Jesús Pinto-Medel1, Margarita Suardiaz1, Virginia Reyes-Garrido2, Patricia Urbaneja2, Óscar Fernández2, Laura Leyva1.
Abstract
OBJECTIVE: We aimed to assess the effects of interferon β (IFNβ) treatment on the expression of the splice variants of the Tumour necrosis factor-Related Apoptosis Inducing Ligand (TRAIL) and its receptors in different cell subpopulations (CD14+, CD4+ and CD8+) from patients with multiple sclerosis (MS), and to determine whether this expression discriminated responders from non-responders to IFNβ therapy.Entities:
Keywords: INTERFERON; MULTIPLE SCLEROSIS
Mesh:
Substances:
Year: 2015 PMID: 25736057 PMCID: PMC4752633 DOI: 10.1136/jnnp-2014-309932
Source DB: PubMed Journal: J Neurol Neurosurg Psychiatry ISSN: 0022-3050 Impact factor: 10.154
Demographic and clinical characteristics of the participants at baseline
| Characteristics | Healthy controls | Responders | Non-responders | p Values* |
|---|---|---|---|---|
| Female/male ratio (% women) | 14/6 (70) | 17/7 (70.8) | 12/4 (75) | 0.867 |
| Age at baseline (years) | 34.0 (31.7–43.5) | 34.5 (28.5–45.7) | 34.0 (29.2–46.0) | 0.950 |
| Duration of disease | 4.0 (2.0–7.7) | 5.0 (3.2–6.7) | 0.774 | |
| RR/SP ratio (% RR) | 22/2 (91.7) | 15/1 (93.8) | 1.000 | |
| EDSS at baseline | 1.0 (1.0–1.37) | 1.25 (1.0–2.87) | 0.101 | |
| Number of relapses in the 2 previous years | 1.0 (1.0–2.0) | 2.0 (1.0–2.0) | 0.149 | |
| Type of IFNβ | ||||
| Intramuscular IFNβ-1a (%) | 4 (16.7) | 1 (6.2) | 0.422 | |
| Subcutaneous IFNβ-1a (%) | 19 (79.2) | 13 (81.3) | ||
| Subcutaneous IFNβ-1b (%) | 1 (4.1) | 2 (12.5) |
Quantitative data are presented as median (IQR).
*p Values: Refers to p values obtained following comparisons between healthy controls, responders and non-responders by means of a Kruskal-Wallis test (age) and χ2 test (gender), as well as p values obtained following comparisons between responders and non-responders by means of a Mann-Whitney U test (duration, EDSS and number of relapses) and χ2 or Fisher test (clinical course and type of IFNβ).
EDSS, Expanded Disability Status Scale; IFN, interferon; RR, relapsing–remitting; SP, secondary progressive; TRAIL, Tumour necrosis factor-Related Apoptosis Inducing Ligand.
Primers used for amplification of the splice variants of TRAIL and TRAIL receptors
| Product name | Primer | Sequence 5’→3’ | Location | Product length (bp) |
|---|---|---|---|---|
| TRAIL-α | TRAIL-fwd1 | TTCTACAGTTCAAGAAAAGC | Exons 3–4 joint | 145 |
| TRAIL-rev1 | GCCCAGAGCCTTTTCATTCT | Exons 4–5 joint | ||
| TRAIL-β | TRAIL-fwd2 | AGCTCGTTAGAAAGAAAAGC | Exons 2–4 joint | 195 |
| TRAIL-rev2 | CTCAGGAATGAATGCCCACT | Exon | ||
| TRAIL-γ | TRAIL-fwd3 | ACGAGCTGAAGCAGAAAAGC | Exons 1–4 joint | 145 |
| TRAIL-rev1 | GCCCAGAGCCTTTTCATTCT | Exons 4–5 joint | ||
| TRAILR-1 | TRAILR1-fwd | ACCAGGAACACAGCATGTCA | Exon | 132 |
| TRAILR1-rev | GTCACTCCAGGGCGTACAAT | Exon | ||
| TRAILR-2 isoform 1 | TRAILR2-fwd | CAGTGCGAAGAAGGCACCTT | Exon 4 | 145 |
| TRAILR2-rev1 | CCCCACTGTGCTTTGTACCT | 87 bp insertion in exon 5 | ||
| TRAILR-2 isoform 2 | TRAILR2-fwd | CAGTGCGAAGAAGGCACCTT | Exon 4 | 157 |
| TRAILR2-rev2 | TGATGCCTGATTCTTTGTGG | Exon 5 | ||
| TRAILR-3 | TRAILR3-fwd | TGCACAGAGGGTGTGGATTA | Exon | 108 |
| TRAILR3-rev | GGTCATGGTGCAGGAACTTT | Exon | ||
| TRAILR-4 α | TRAILR4-fwd1 | CAATTTGCCTTCTTGCCTGC | Exon 3 | 164 |
| TRAILR4-rev | CTCTGGGACACCCTGTTCTA | Exons 4–5 joint | ||
| TRAILR-4 β | TRAILR4-fwd2 | GGAGTGTCCAGCAGGTCAAA | Exons 2–4 joint | 137 |
| TRAILR4-rev | CTCTGGGACACCCTGTTCTA | Exons 4–5 joint | ||
| GADPH | GADPH-fwd | GAAGATGGTGATGGGATTTC | Exon | 225 |
| GADPH-rev | GAAGGTGAAGGTCGGAGT | Exon |
TRAIL, Tumour necrosis factor-Related Apoptosis Inducing Ligand.
Figure 1Gene expression kinetics of the Tumour necrosis factor-Related Apoptosis Inducing Ligand (TRAIL) and TRAIL receptors splicing variants in Jurkat cells on in vitro stimulation with interferon β (IFNβ). (A) TRAIL splicing variant genes are upregulated during 1-4 h of IFNβ treatment and decline thereafter. (B) Death receptor isoforms begin to upregulate at 8 h and reach a maximum at 24 h. (C) Decoy receptor isoforms begin to be induced at the 12 h time point and beyond. Expression levels are represented as relative expression compared with the reference gene GAPDH, using the ΔΔCt method. Mean and SD of each time point for each gene isoform is represented.
Figure 2The Tumour necrosis factor-Related Apoptosis Inducing Ligand (TRAIL) α differential expression in healthy controls (HC) and untreated patients with multiple sclerosis (MS). Expression levels are represented as relative expression compared with the reference gene GAPDH, using the ΔΔCt method. Figures show box plots: the horizontal bars are the median and lower and upper edges of the boxes represent the 25–75th centiles. Lines extending from the box are 10th and 90th centiles. The Mann-Whitney U test was used to determine statistical differences.
Figure 3Relative expression of Tumour necrosis factor-Related Apoptosis Inducing Ligand (TRAIL) α, TRAIL-β and TRAILR-1, on in vitro stimulation with interferon β (IFNβ), before treatment onset. Those patients who will become non-responders (NR) to IFNβ therapy showed higher expression of TRAIL-α mRNA in the three cellular subsets, while those who will become responders (R) showed higher baseline expression of TRAIL-β and TRAILR-1. Expression level is represented as relative expression compared with the reference gene GAPDH, using the ΔΔCt method. Figures show box plots: the horizontal bars are the median and lower and upper edges of the boxes represent the 25–75th centiles. Lines extending from the box are 10th and 90th centiles.
Sensitivity and specificity of biomarkers to predict the therapeutic response to IFNβ
| Biomarker | Cell type | AUC | Cut-off | Sensitivity % | Specificity % | PPV % | NPV % |
|---|---|---|---|---|---|---|---|
| Biomarkers that better predict suboptimal response: TRAIL-α expression on in vitro induction with IFNβ, before the onset of IFNβ therapy | |||||||
| TRAIL-α | Monocytes | 0.736 | 0.81 | 88.2 | 70 | 62.5 | 91.3 |
| CD4+ T cells | 0.794 | 0.12 | 83.3 | 65.2 | 55.5 | 88.2 | |
| CD8+ T cells | 0.733 | 0.055 | 83.3 | 61.8 | 60.6 | 87.5 | |
| Biomarkers that better predict good response: TRAIL-β and TRAILR-1 expression on in vitro induction with IFNβ, before the onset of IFNβ therapy | |||||||
| TRAIL-β | CD4+ T cells | 0.662 | 0.095 | 77.3 | 47.8 | 73.9 | 52.4 |
| CD8+ T cell | 0.683 | 0.115 | 71.1 | 52.6 | 75 | 47.6 | |
| TRAILR-1 | Monocytes | 0.803 | 0.67 | 90.5 | 78.6 | 79.2 | 81.8 |
| CD4+ T cells | 0.883 | 0.29 | 90 | 75 | 85.7 | 81.8 | |
AUC, area under the curve; IFN, interferon; NPV, negative predictive value; PPV, positive predictive value; TRAIL, Tumour necrosis factor-Related Apoptosis Inducing Ligand.
Figure 4Effects of long-term treatment with interferon β (IFNβ) on Tumour necrosis factor-Related Apoptosis Inducing Ligand TRAILR-2 isoform 2 and TRAIL-α expression. Expression levels are represented as relative expression compared with the reference gene GAPDH, using the ΔΔCt method. Expression before and after 1 year of IFNβ therapy in the same individual patients is plotted. (A) Long-term therapy with IFNβ significantly decreased mRNA expression of TRAILR-2 isoform 2 in monocytes from patients who will become responders (R) as well as those who will become non-responders (NR) to treatment. (B) TRAIL-α mRNA expression in CD4+ and CD8+ T cells significantly increased along with IFNβ therapy, but only in responders.