| Literature DB >> 29687559 |
H Hegen1, G Bsteh1, T Berger1.
Abstract
The increasing number of disease-modifying treatments available for multiple sclerosis has broadened treatment options for patients, but also challenges clinicians to select the best therapy for each individual at the appropriate stage of the disease. Early prediction of treatment response still remains one of the main difficulties in the management of multiple sclerosis patients. The concept of 'no evidence of disease activity' (NEDA) has been proposed as a surrogate for treatment response based on the absence of relapses, disability progression and radiological activity. Although there are several apparently logical arguments for the NEDA approach, there are also some major concerns that have to be considered and that are not sufficiently addressed yet. Amongst others, each parameter's limitations are not eliminated solely by its use within a composite score, and the contribution of each parameter to NEDA is not well balanced, as the detection of, for example, a single new magnetic resonance imaging lesion is considered as significant as the occurrence of a severely disabling relapse. NEDA in its current form also neglects underlying pathophysiology of the disease, has not been shown to fulfil formal criteria of a surrogate marker and its prognostic value has not been sufficiently evidenced yet. From a clinical point of view, 'evidence of disease activity' seems the more relevant surrogate; however, its implications are even less clear than those of NEDA. Here, existing literature on NEDA is critically reviewed and improvements are discussed that value its potential use in clinical trials and, even more importantly, treatment decision making in daily routine.Entities:
Keywords: NEDA; biomarker; disease activity; multiple sclerosis; no evidence of disease activity; surrogate; treatment response
Mesh:
Substances:
Year: 2018 PMID: 29687559 PMCID: PMC6099351 DOI: 10.1111/ene.13669
Source DB: PubMed Journal: Eur J Neurol ISSN: 1351-5101 Impact factor: 6.089
MRI criteria for treatment response prediction in interferon‐β treated relapsing–remitting multiple sclerosis patients
| Reference | Surrogate | Clinical end‐point | Results | |||
|---|---|---|---|---|---|---|
| Criteria for treatment response | Time point | Definition | Time point | Sensitivity | Specificity | |
| Río | ≥3 new/enlarging T2 or contrast‐enhancing lesions | Year 1 | Disability progression | Year 3 | 71% | 77% |
| Río | ≥3 new/enlarging T2 or contrast‐enhancing lesions plus ≥1 relapse or confirmed increase ≥1 point in EDSS | Year 1 | Relapse and/or disability progression | Year 3 |
Odds ratio 3.3–9.8 for relapses | |
| Sormani | ≥5 new T2 lesions and ≥1 relapse; or ≥2 relapses | Year 1 | ≥1 relapse and/or disability progression | Year 4 | 24% | 97% |
| Prosperini | ≥1 relapse plus ≥9 T2 lesions or ≥1 contrast‐enhancing lesion | Year 1 | Relapse and/or disability progression | Year 4 | 34% | 90% |
| ≥1 relapse or ≥1 contrast‐enhancing lesion or ≥2 new T2 lesions | Year 1 | Relapse and/or disability progression | Year 4 | 68% | 80% | |
| ≥1 contrast‐enhancing lesion or ≥2 new T2 lesions | Year 1 | Relapse and/or disability progression | Year 4 | 61% | 83% | |
Odds ratios refer to the probability that patients meeting the criteria will demonstrate the outcome measure, relative to patients who do not meet the criteria; Table adapted after Wattjes, M. P. et al. Nat Rev Neurol 2015; 11: 597–606. EDSS, Expanded Disability Status Scale.
Predictive value of the NEDA composite
| Reference |
| Disease type | DMT | Baseline characteristics | Predictor: NEDA | Outcome: disability progression | Predictive value of NEDA | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Prior relapses | EDSS | Time point | Definition of NEDA | % reaching NEDA | Time point | Definition of disease progression | % with stable disease | PPV (NEDA predicting stable disease) | NPV (EDA predicting disease progression) | ||||
| Rotstein | 219 | RRMS/CIS | Various (47.9% had no DMT at baseline) | n.a. | 1.3 | Year 2 | NEDA‐3 | 27.5% | Year 7 | SDP (≥1 EDSS point, 6 months confirmed) | 56.6% | 78.3% (superior to individual measures) | 43.1% |
| Cree | 407 | RRMS/CIS | Various (38.1% had no DMT at baseline) | 0.5 per year | 1.5 | Year 2 | NEDA‐3 | 17.9% | Year 10 | Disability progression (≥1 EDSS point | 44.7% | NEDA‐3 at year 2 was not statistically significantly associated with disability progression | |
| Uher | 192 | CIS | IFN‐ß | n.a. | 1.5 | Year 1 | NEDA‐3 | 40.1% | Year 4 | SDP (≥1 EDSS point | 86.7% | n.a. | HR 2.4 (1.1‐5.3) |
| Year 2 | NEDA‐4 | 16.3% | NEDA‐4 at year 2 was not statistically significantly associated with SDP | ||||||||||
| 162 | RRMS | IFN‐ßIFN‐ß/AZAIFN‐ß/AZA/CS | ≥2 relapses in prior 1 year, or ≥3 relapses in prior 2 years | 2.0 | Year 1 | NEDA‐3 | 20.4% | Year 6 | SDP (≥1 EDSS point, | 74.1% | n.a. | 38.8% | |
| Year 2 | NEDA‐4 | 4.3% | NEDA at year 2 was not statistically significantly associated with SDP | ||||||||||
| Ro | 233 | RRMS | IFN‐ß | 1.9 | 2.0 | Year 1 | NEDA‐3 | 24% | Year 7 | SDP (≥2 EDSS points, confirmed at end of follow‐up) | 80% | 86% | 23% |
AZA, azathioprine; CIS, clinically isolated syndrome; CS, corticosteroids; HR, hazard ratio; IFN, interferon; NPV, negative predictive value; PPV, positive predictive value; RRMS, relapsing‐remitting multiple sclerosis; SDP, sustained disability progression. aPatients with CIS were diagnosed according to McDonald Criteria 2001; bPatients with CIS had ≥2 T2 hyperintense lesions on MRI and ≥2 oligoclonal bands in the cerebrospinal fluid; cNEDA‐3 was defined as absence of relapses, EDSS worsening and brain/spinal cord MRI activity (no new/ enlarging T2 hyperintense and/ or contrast‐enhancing lesions); dNEDA‐3 was defined as absence of relapses, EDSS worsening and brain MRI activity (no new/ enlarging T2 hyperintense and/ or contrast‐enhancing lesions); eNEDA‐3 was defined as absence of relapses, EDSS worsening and brain MRI activity (no new/ enlarging T2 hyperintense lesions); fNEDA‐4 was defined as absence of relapses, EDSS worsening, brain MRI activity (no new/enlarging T2 hyperintense lesions) and increased whole brain volume loss (>0.4% between year 1 and year 2); gIn patients with a baseline EDSS score of 0 an increase of ³1.5 points, or in patients with a baseline EDSS score >5.5 an increase ³0.5 points was considered as disability progression; hIn patients with a baseline EDSS score of 0 an increase of ³1.5 points was considered as disability progression; imedian; jmean.
Strengths and limitations of NEDA
| Limitations | Strengths |
|---|---|
| Low predictive value of EDA for future disability progression | High predictive value of NEDA for no future disability progression |
| Extent of disease activity is disguised by dichotomization (e.g. one versus nine new T2 lesions) | Aim to capture and combine different assessments of MS disease activity |
| Component measures not balanced (e.g. one new T2 lesion versus severe relapse) | A composite score would describe treatment outcomes easier than its single parameters |
| Loss of NEDA is mainly driven by MRI activity | |
| Intrinsic limitations of component measures still present if combined | |
| No standardized definition of NEDA and its components |
EDA, evidence of disease activity; MRI, magnetic resonance imaging; MS, multiple sclerosis; NEDA, no evidence of disease activity.