Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Review
. 2024 Jul 9;103(1):e209444.
doi: 10.1212/WNL.0000000000209444. Epub 2024 Jun 18.

Using the Progression Independent of Relapse Activity Framework to Unveil the Pathobiological Foundations of Multiple Sclerosis

Affiliations
Review

Using the Progression Independent of Relapse Activity Framework to Unveil the Pathobiological Foundations of Multiple Sclerosis

Olga Ciccarelli et al. Neurology. .

Abstract

Progression independent of relapse activity (PIRA), a recent concept to formalize disability accrual in multiple sclerosis (MS) independent of relapses, has gained popularity as a potential clinical trial outcome. We discuss its shortcomings and appraise the challenges of implementing it in clinical settings, experimental trials, and research. The current definition of PIRA assumes that acute inflammation, which can manifest as a relapse, and neurodegeneration, manifesting as progressive disability accrual, can be disentangled by introducing specific time windows between the onset of relapses and the observed increase in disability. The term PIRMA (progression independent of relapse and MRI activity) was recently introduced to indicate disability accrual in the absence of both clinical relapses and new brain and spinal cord MRI lesions. Assessing PIRMA in clinical practice is highly challenging because it necessitates frequent clinical assessments and brain and spinal cord MRI scans. PIRA is commonly assessed using Expanded Disability Status Scale, a scale heavily weighted toward motor disability, whereas a more granular assessment of disability deterioration, including cognitive decline, using composite measures or other tools, such as digital tools, would possess greater utility. Similarly, using PIRA as an outcome measure in randomized clinical trials is also challenging and requires methodological considerations. The underpinning pathobiology of disability accumulation, that is not associated with relapses, may encompass chronic active lesions (slowly expanding lesions and paramagnetic rim lesions), cortical lesions, brain and spinal cord atrophy, particularly in the gray matter, diffuse and focal microglial activation, persistent leptomeningeal enhancement, and white matter tract damage. We propose to use PIRA to understand the main determinant of disability accrual in observational, cohort studies, where regular MRI scans are not included, and introduce the term of "advanced-PIRMA" to investigate the contributions to disability accrual of the abovementioned processes, using conventional and advanced imaging. This is supported by the knowledge that MRI reflects the MS pathogenic mechanisms better than purely clinical descriptors. Any residual disability accrual, which remains unexplained after considering all these mechanisms with imaging, will highlight future research priorities to help complete our understanding of MS pathogenesis.

PubMed Disclaimer

Conflict of interest statement

O. Ciccarelli is a NIHR Research Professor (RP-2017-08-ST2-004), over the last 2 years she has been a member of independent DSMB for Novartis, gave a teaching talk in a Merck local symposium, and contributed to an Advisory Board for Biogen, she is Deputy Editor of Neurology, for which she receives an honorarium; she has received research grant support from the MS Society of Great Britain and Northern Ireland, the NIHR UCLH Biomedical Research Centre, the Rosetree Trust, the National MS Society, and the NIHR-HTA. F. Barkhof serves on the steering committee or Data Safety Monitoring Board for Biogen, Merck, ATRI/ACTC and Prothena. Consultant for Roche, Celltrion, Rewind Therapeutics, Merck, IXICO, Jansen, Combinostics, research agreements with Merck, Biogen, GE Healthcare, Roche, Co-founder and shareholder of Queen Square Analytics Ltd. M. Calabrese gave a teaching talk at a local symposium of Biogen, Bristol Myers Squibb, Merck Serono, Novartis, and Roche, he received a research grant from the American MS Society, the Italian Minister of Health, Bristol Myers Squibb, Merck Serono, Novartis, and Roche. N. De Stefano serves as consultant for Biogen, Bristol Myers Squibb, Celgene, Genzyme, Immunic, Merck Serono, Novartis, Roche, and Teva, he has received grants from Italian MS Society outside the submitted work. A. Eshaghi received research grants from the Medical Research Council (MRC), National Institute for Health and Social Care Research (NIHR), Innovate UK, Biogen, Merck, and Roche, he has served as an advisory board member of Merck Serono and Bristol Myers Squib. He is the founder and equity stake holder in Queen Square Analytics Limited, he serves on the editorial board of Neurology (American Academy of Neurology). M. Filippi is the Editor-in-Chief of the Journal of Neurology, Associate Editor of Human Brain Mapping, Neurological Sciences, and Radiology; he received compensation for consulting services from Alexion, Almirall, Biogen, Merck, Novartis, Roche, Sanofi; speaking activities from Bayer, Biogen, Celgene, Chiesi Italia SpA, Eli Lilly, Genzyme, Janssen, Merck-Serono, Neopharmed Gentili, Novartis, Novo Nordisk, Roche, Sanofi, Takeda, and TEVA; participation in Advisory Boards for Alexion, Biogen, Bristol-Myers Squibb, Merck, Novartis, Roche, Sanofi, Sanofi-Aventis, Sanofi-Genzyme, Takeda; scientific direction of educational events for Biogen, Merck, Roche, Celgene, Bristol-Myers Squibb, Lilly, Novartis, Sanofi-Genzyme; he receives research support from Biogen Idec, Merck-Serono, Novartis, Roche, the Italian Ministry of Health, the Italian Ministry of University and Research, and Fondazione Italiana Sclerosi Multipla. C. Gasperini serves as consultant for Merck, Bayer, Biogen, Novartis, Teva, Sanofi, Bristol, Almirall, Roche, Sandoz, Janssen, Viatris. C. Granziera has received the following fees which were used exclusively for research support: (1) advisory boards and consultancy fees from Actelion, Novartis, Genzyme-Sanofi, GeNeuro, Hoffmann La Roche, Janssen, Merck, Biogen and Siemens; (2) speaker fees from Biogen, Hoffmann La Roche, Teva, Novartis, Jannsen, Merck and Genzyme-Sanofi; (3) research grants: Hoffmann La Roche, GeNeuro, Novartis, Genzyme-Sanofi and Biogen. L. Kappos serves as a consultant for Bayer AG, Celltrion Inc, df-mp Molnia & Pohlman, Eli Lilly, GlaxoSmithKline, Japan Tobacco Inc, Shionogi BV, Wellmera AG, and Zai Lab; serves as the data and safety monitoring board chair for Minoryx Therapeutics S.L. and Santhera Pharmaceuticals, serves on the advisory board of Clene Nanomedicine Inc.; fees for serving on the advisory board and steering committee of Biogen, consultancy fees and speaker fees from Bristol Myers Squibb; consultancy fees from EMD Serono research and development for serving on the steering committee, grants from the European Union, Innosuisse, and SNF, speaker fees from F&U; serves on the steering committee of Genentech, serves on the advisory board and steering committee and reports consultancy fees and speaker fees from Janssen, serves on the advisory board and reports consultancy fees and speaker fees from Merck; license fees from Neurostatus, serves on the advisory board and steering committee and reports consultancy fees, grant, investigators meeting, and speaker fees from Novartis, and consultancy fees, grants, and speaker fees from Roche outside the submitted work; all payments were made to their institution. M. Rocca serves as a consultant for Biogen, Bristol Myers Squibb, Eli Lilly, Janssen, Roche; and speaker honoraria from AstraZaneca, Biogen, Bristol Myers Squibb, Bromatech, Celgene, Genzyme, Horizon Therapeutics Italy, Merck Serono SpA, Novartis, Roche, Sanofi and Teva. She receives research support from the MS Society of Canada, the Italian Ministry of Health, the Italian Ministry of University and Research, and Fondazione Italiana Sclerosi Multipla, she is Associate Editor for Multiple Sclerosis and Related Disorders. A. Rovira serves as a consultant for Novartis, Sanofi-Genzyme, Synthetic MR, Roche, and Biogen, and has received speaker honoraria from Bayer, Sanofi-Genzyme, Merck-Serono, Teva Pharmaceutical Industries Ltd, Novartis, Roche, Bristol-Myers and Biogen, is CMO and co-founder of TensorMedical, and receives research support from Fondo de Investigación en Salud (PI19/00950 and PI22/01589) from Instituto de Salud Carlos III, Spain. J. Sastre-Garriga received compensation in the last 24 months for consulting services and speaking honoraria from BMS, Sanofi, Merck, Janssen, Novartis, and Roche, is member of the editorial committee of Multiple Sclerosis Journal, and is scientific director of Revista de Neurología. M.P. Sormni serves as sonsultant for Biogen, Merck, Novartis, Sanofi, Roche, Bristol-Meyer Squibb, Immunic, FindTx. C. Tur has received a Junior Leader La Caixa Fellowship (LCF/BQ/PI20/11760008), awarded by “la Caixa” Foundation (ID 100010434), in 2020, has also received the 2021 Merck's Award for the Investigation in MS, awarded by Fundación Merck Salud (Spain) and a grant awarded by the Instituto de Salud Carlos III (ISCIII), Ministerio de Ciencia e Innovación de España (PI21/01860), In 2015, she received an ECTRIMS Postdoctoral Research Fellowship and has received funding from the UK MS Society, She has also received honoraria from Roche, Novartis, Merck, and Bristol Myers Squibb and is a steering committee member of the O'HAND trial and of the Consensus group on Follow-on DMTs. A. Toosy serves as consultant for Merck, Biomedia, Sereno Symposia International Foundation, Bayer and At the Limits and meeting expenses from Merck, Biogen Idec and Novartis, he was the UK PI for 2 clinical trials sponsored by MEDDAY pharmaceutical company (MD1003 in optic neuropathy [MS-ON—NCT02220244] and progressive MS [MS-SPI2—NCT02936037]), he has been supported by recent grants from the MRC (MR/S026088/1), NIHR BRC (541/CAP/OC/818837) and RoseTrees Trust (A1332 and PGL21/10079), he is an associate editor for Frontiers in Neurology—Neuro-ophthalmology section and on the editorial board for Neurology and Multiple Sclerosis Journal. Go to Neurology.org/N for full disclosures.

Figures

Figure 1
Figure 1. Annual Frequency of PIRA Events Reported by Previous Studies
This figure represents the percentage of people with MS who develop at least 1 PIRA event a year, as reported by previous studies. Each study is represented by an arrow, whose length indicates the median time of the study follow-up. The position of the start of the arrow along the x-axis represents the median/mean (as available) disease duration of the patients at study entry. The references are given in the eTable 1. MS = multiple sclerosis; NEDA = no evidence of disease activity; PIRA = progression independent of relapse activity.
Figure 2
Figure 2. Schematic Representation of PIRA
PIRA is the increase in disability of the event score (most commonly EDSS) compared with baseline score. Absence of relapses is required between 90 days before and 30 days after the event score and at the time of the confirmation score. EDSS = Expanded Disability Status Scale; PIRA = progression independent of relapse activity.
Figure 3
Figure 3. Examples of Slowly Expanding Lesions and a Paramagnetic Rim Lesion
Axial FLAIR images showing slowly expanding lesions in the periventricular regions developing between baseline (A and B) and 2-year follow-up (C and D). The red arrows indicate the direction of the lesion expansion. Note also the increase in hypointensity indicating progressive tissue destruction. Axial FLAIR image (F) and SWI (G) showing a paramagnetic rim lesion (yellow arrow). (E) Axial T1-weighted image showing an hypointense lesion in the corona radiata at baseline (H) (yellow arrow) and 2 years follow-up (I) (yellow arrow), with corresponding deformation map (L), which shows in red a concentric expansion of the lesion over time (called slowly expanding lesion) (positive Jacobian >0) and in blue a shrinkage (Jacobian ≤0). FLAIR = fluid-attenuated inversion recovery; SWI = susceptibility-weighted imaging.
Figure 4
Figure 4. Examples of Brain Atrophy, Slowly Expanding Lesions, Spinal Cord Segmentation, Cortical Lesions, and Leptomeningeal Enhancement
(A) Axial T1-weighted images acquired between 1995 (first image on the left) and 2005 (last image on the right) showing progressing development of brain atrophy (increase size of the ventricles and widening cortical sulci) and slowly expanding lesions (yellow arrows). (B) Sagittal T2-weighted image showing one of the steps required for computation of spinal cord longitudinal atrophy, which involves segmentation of the spinal cord (area in red) which is separated from the cerebro-spinal fluid. (C) Axial DIR image showing a couple of intracortical lesions (yellow arrows). (D) Axial and (E) coronal contrast-enhanced 3D T2-FLAIR images showing a high-signal linear hyperintensity (yellow arrow) in the right central sulcus, indicating leptomeningeal enhancement. DIR = double inversion recovery; FLAIR = fluid-attenuated inversion recovery.

Similar articles

Cited by

References

    1. Lublin FD, Häring DA, Ganjgahi H, et al. . How patients with multiple sclerosis acquire disability. Brain. 2022;145(9):3147-3161. doi:10.1093/brain/awac016 - DOI - PMC - PubMed
    1. Kappos L, Butzkueven H, Wiendl H, et al. ; Tysabri Observational Program (TOP) Investigators. Greater sensitivity to multiple sclerosis disability worsening and progression events using a roving versus a fixed reference value in a prospective cohort study. Mult Scler. 2018;24(7):963-973. doi:10.1177/1352458517709619 - DOI - PMC - PubMed
    1. Lublin FD, Reingold SC, Cohen JA, et al. . Defining the clinical course of multiple sclerosis: the 2013 revisions. Neurology. 2014;83(3):278-286. doi:10.1212/WNL.0000000000000560 - DOI - PMC - PubMed
    1. Portaccio E, Bellinvia A, Fonderico M, et al. . Progression is independent of relapse activity in early multiple sclerosis: a real-life cohort study. Brain. 2022;145(8):2796-2805. doi:10.1093/brain/awac111 - DOI - PubMed
    1. Tur C, Carbonell-Mirabent P, Cobo-Calvo A, et al. . Association of early progression independent of relapse activity with long-term disability after a first demyelinating event in multiple sclerosis. JAMA Neurol. 2023;80(2):151-160. doi:10.1001/jamaneurol.2022.4655 - DOI - PMC - PubMed