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

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.

Authors

Institutions

Publication Details

Journal
Neurology International
Published
2026-05-02
DOI
https://doi.org/10.3390/neurolint18050086
Primary Topic
Multiple Sclerosis Research Studies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Sonya Ivanova, Ivan Milanov, Georgi V. Vasilev
Neurology International
Multiple Sclerosis Research Studies
article

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

Sonya Ivanova, Ivan Milanov, Georgi V. Vasilev
article en

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.

Neurology InternationalVol. 18(5)
Medical University of Sofia (BG), National Institute of Emergency Medicine "Pirogov" (BG), Multiprofile Hospital for Active Treatment in Neurology and Psychiatry St. Naum (BG)
European Commission
Peace, Justice and strong institutions
Openalex Percentile: Top 10%
Multiple Sclerosis Research Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.