Evidence map›Paper›PMID 42188686›Full record

ReviewNeurology international2026

From Phenotypes to Spectrum: Rethinking RRMS, SPMS and PPMS in the Era of PIRA-A Framework Integrating PIRA, Smouldering-Associated Worsening, and Neurologic Reserve to Facilitate Earlier Recognition of Progression.

Georgi V Vasilev, Sonya Ivanova, Ivan Milanov

Abstract readReview
In one paragraph

Review in Neurology international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Georgi V VasilevClinic for Movement Disorders, University Multiprofile Hospital for Treatment in Neurology and Psychiatry "St. Naum", 1113 Sofia, Bulgaria.ORCID 0000-0002-3280-5060
Sonya IvanovaClinic for Movement Disorders, University Multiprofile Hospital for Treatment in Neurology and Psychiatry "St. Naum", 1113 Sofia, Bulgaria.
Ivan MilanovClinic for Movement Disorders, University Multiprofile Hospital for Treatment in Neurology and Psychiatry "St. Naum", 1113 Sofia, Bulgaria.ORCID 0000-0002-4522-4070

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The conventional classification of multiple sclerosis (MS) into relapsing-remitting, secondary progressive, and primary progressive phenotypes has long guided diagnosis, prognosis, and therapeutic decision-making. However, accumulating evidence indicates that disability accumulation frequently occurs independently of clinical relapses, challenging relapse-centric and phenotype-based models of disease evolution. The concept of progression independent of relapse activity (PIRA) has emerged as a clinically relevant framework capturing this phenomenon across MS phenotypes. In this state-of-the-art narrative review, we propose a spectrum-based reinterpretation of MS, integrating PIRA with concepts of smouldering-associated worsening and neurologic reserve. We highlight the heterogeneity of relapse-independent worsening, distinguishing transient from persistent PIRA, and discuss how ageing-related decline in compensatory capacity contributes to the clinical unmasking of progression over time. Within this framework, secondary progressive MS is redefined as the clinically recognizable accumulation of persistent relapse-independent worsening, while primary progressive MS is conceptualized as early predominance of clinically manifest progression due to limited reserve rather than a distinct disease entity. Finally, we examine diagnostic and therapeutic implications of a spectrum-based model in the contemporary era, emphasizing the limitations of relapse-centric treatment strategies and unmet needs in addressing progression-related biology. By reframing MS as a dynamic continuum shaped by the interaction between ongoing pathology and evolving neurologic reserve, this review aims to support earlier recognition of clinically meaningful progression and to inform more biology-aware approaches to disease monitoring and therapy.

Indexed as

biological ageingdisability progressiondisease continuummultiple sclerosisneuroaxonal injuryneurologic reservephenotype reclassificationprogression independent of relapse activity (PIRA)smouldering disease activity

Identifiers

PMID42188686
PMCPMC13210213

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.