A taxonomy of cognitive phenotypes in Multiple Sclerosis: a 1-year longitudinal study

被引:2
作者
Podda, Jessica [1 ]
Di Antonio, Federica [1 ]
Tacchino, Andrea [1 ]
Pedulla, Ludovico [1 ]
Grange, Erica [1 ]
Battaglia, Mario Alberto [2 ]
Brichetto, Giampaolo [1 ]
Ponzio, Michela [1 ]
机构
[1] Italian Multiple Sclerosis Fdn, Sci Res Area, Via Operai 40, I-16149 Genoa, Italy
[2] Univ Siena, Dept Physiopathol Expt Med & Publ Hlth, Siena, Italy
关键词
IMPAIRMENT; DYSFUNCTION; SCALE; MOCA;
D O I
10.1038/s41598-024-71374-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
As meaningful measure of cognitive impairment (CI), cognitive phenotypes provide an avenue for symptom management and individualized rehabilitation. Since CI is highly variable in severity and progression, monitoring cognitive phenotypes over time may be useful to identify trajectory of cognitive decline in Multiple Sclerosis (MS). Based on cognitive and mood information from patient-reported outcomes (PROs) and clinician-assessed outcomes (CAOs), four cognitive subgroups of people with MS (PwMS) were identified: phenotype 1 (44.5%) showed a preserved cognitive profile; phenotype 2 (22.8%) had a mild-cognitive impairment profile with attention difficulties; phenotype 3 (24.3%) included people with marked difficulties in visuo-executive, attention, language, memory and information processing speed; lastly, phenotype 4 (8.4%) grouped individuals with a multi-domain impairment profile (visuo-executive, attention, language, memory, orientation, information processing speed and mood disorders). Although some fluctuations occurred considering the rate of impairment, cognitive phenotypes did not substantially vary at follow up in terms of type and number of impairments, suggesting that 1 year is a relatively brief temporal window to observe considerable changes. Our results corroborate that investigating cognitive phenotypes and their stability over time would provide valuable information regarding CI and, in addition, increase clinical importance of PROs and CAOs and their uptake in decision-making and individualized treatment planning for PwMS.
引用
收藏
页数:10
相关论文
共 55 条
[1]   The Rao's Brief Repeatable Battery and Stroop test: normative values with age, education and gender corrections in an Italian population [J].
Amato, M. P. ;
Portaccio, E. ;
Goretti, B. ;
Zipoli, V. ;
Ricchiu, L. ;
De Caro, M. F. ;
Patti, F. ;
Vecchio, R. ;
Sorbi, S. ;
Trojano, M. .
MULTIPLE SCLEROSIS, 2006, 12 (06) :787-793
[2]   Identifying risk factors for cognitive issues in multiple sclerosis [J].
Amato, Maria Pia ;
Prestipino, Elio ;
Bellinvia, Angelo .
EXPERT REVIEW OF NEUROTHERAPEUTICS, 2019, 19 (04) :333-347
[3]   Multiple sclerosis-related cognitive changes: A review of cross-sectional and longitudinal studies [J].
Amato, MP ;
Zipoli, V ;
Portaccio, E .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2006, 245 (1-2) :41-46
[4]   Cognitive dysfunction in early-onset multiple sclerosis - A reappraisal after 10 years [J].
Amato, MP ;
Ponziani, G ;
Siracusa, G ;
Sorbi, S .
ARCHIVES OF NEUROLOGY, 2001, 58 (10) :1602-1606
[5]  
Beier Meghan, 2020, Int J MS Care, V22, P67, DOI 10.7224/1537-2073.2018-108
[6]   Evidence of cognitive compensation associated with educational level in early relapsing-remitting multiple sclerosis [J].
Bonnet, Melissa C. ;
Deloire, Mathilde S. A. ;
Salort, Emmanuelle ;
Dousset, Vincent ;
Petry, Klaus G. ;
Brochet, Bruno .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2006, 251 (1-2) :23-28
[7]   The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning approach [J].
Brichetto, Giampaolo ;
Bragadin, Margherita Monti ;
Fiorini, Samuele ;
Battaglia, Mario Alberto ;
Konrad, Giovanna ;
Ponzio, Michela ;
Pedulla, Ludovico ;
Verri, Alessandro ;
Barla, Annalisa ;
Tacchino, Andrea .
NEUROLOGICAL SCIENCES, 2020, 41 (02) :459-462
[8]   Cognitive Impairment in Secondary Progressive Multiple Sclerosis: Effect of Disease Duration, Age, and Progressive Phenotype [J].
Brochet, Bruno ;
Clavelou, Pierre ;
Defer, Gilles ;
De Seze, Jerome ;
Louapre, Celine ;
Magnin, Eloi ;
Ruet, Aurelie ;
Thomas-Anterion, Catherine ;
Vermersch, Patrick .
BRAIN SCIENCES, 2022, 12 (02)
[9]   Real-time associations among MS symptoms and cognitive dysfunction using ecological momentary assessment [J].
Chen, Michelle H. H. ;
Cherian, Christine ;
Elenjickal, Karen ;
Rafizadeh, Caroline M. ;
Ross, Mindy K. ;
Leow, Alex ;
DeLuca, John .
FRONTIERS IN MEDICINE, 2023, 9
[10]   Cognitive impairment in multiple sclerosis [J].
Chiaravalloti, Nancy D. ;
DeLuca, John .
LANCET NEUROLOGY, 2008, 7 (12) :1139-1151