Microstructural MRI Correlates of Cognitive Impairment in Multiple Sclerosis: The Role of Deep Gray Matter.

3D-SHORE DTI cognitive impairment diffusion MRI multiple sclerosis

Journal

Diagnostics (Basel, Switzerland)
ISSN: 2075-4418
Titre abrégé: Diagnostics (Basel)
Pays: Switzerland
ID NLM: 101658402

Informations de publication

Date de publication:
16 Jun 2021
Historique:
received: 08 04 2021
revised: 07 06 2021
accepted: 10 06 2021
entrez: 2 7 2021
pubmed: 3 7 2021
medline: 3 7 2021
Statut: epublish

Résumé

Although cognitive impairment (CI) is frequently observed in people with multiple sclerosis (pwMS), its pathogenesis is still controversial. Conflicting results emerged concerning the role of microstructural gray matter (GM) damage especially when involving the deep GM structures. In this study, we aimed at evaluating whether differences in cortical and deep GM structures between apparently cognitively normal (ACN) and CI pwMS (36 subjects in total) are present, using an extensive set of diffusion MRI (dMRI) indices and conventional morphometry measures. The results revealed increased anisotropy and restriction over several deep GM structures in CI compared with ACN pwMS, while no changes in volume were present in the same areas. Conversely, reduced anisotropy/restriction values were detected in cortical regions, mostly the pericalcarine cortex and precuneus, combined with reduced thickness of the superior frontal gyrus and insula. Most of the dMRI metrics but none of the morphometric indices correlated with the Symbol Digit Modality Test. These results suggest that deep GM microstructural damage can be a strong anatomical substrate of CI in pwMS and might allow identifying pwMS at higher risk of developing CI.

Identifiants

pubmed: 34208650
pii: diagnostics11061103
doi: 10.3390/diagnostics11061103
pmc: PMC8234586
pii:
doi:

Types de publication

Journal Article

Langues

eng

Références

J Magn Reson Imaging. 2006 May;23(5):628-36
pubmed: 16565955
Neurol Sci. 2010 Nov;31(Suppl 2):S211-4
pubmed: 20640466
Neurology. 2010 Oct 5;75(14):1234-40
pubmed: 20739644
Cereb Cortex. 2013 Mar;23(3):739-49
pubmed: 22437053
Radiology. 2018 Aug;288(2):544-551
pubmed: 29786489
Neuroimage Clin. 2018 May 15;19:507-515
pubmed: 29984159
Mult Scler. 2016 Jun;22(7):901-9
pubmed: 26432859
Mult Scler. 2006 Dec;12(6):787-93
pubmed: 17263008
Hum Brain Mapp. 2016 Apr;37(4):1627-44
pubmed: 26833969
J Int Neuropsychol Soc. 2009 May;15(3):383-93
pubmed: 19402924
NMR Biomed. 2019 Apr;32(4):e3941
pubmed: 29863793
J Neurol. 2007 Apr;254(4):513-8
pubmed: 17401516
Neuroimage. 2013 Sep;78:16-32
pubmed: 23587694
J Int Neuropsychol Soc. 2006 Jul;12(4):549-58
pubmed: 16981607
Brain Sci. 2019 Nov 13;9(11):
pubmed: 31766124
Mult Scler. 2011 Apr;17(4):411-22
pubmed: 21239414
Mult Scler. 2001 Oct;7(5):290-7
pubmed: 11724444
Neurology. 2017 Mar 7;88(10):952-960
pubmed: 28179464
Front Cell Neurosci. 2019 Feb 11;13:21
pubmed: 30853896
Cereb Cortex. 2013 Jan;23(1):20-7
pubmed: 22275476
Ann Clin Transl Neurol. 2021 Mar;8(3):534-547
pubmed: 33484486
Biophys J. 1994 Jan;66(1):259-67
pubmed: 8130344
Brain. 2021 Feb 12;144(1):213-223
pubmed: 33253366
Mult Scler. 2018 Nov;24(13):1665-1680
pubmed: 30303036
J Neurol. 2012 Jan;259(1):139-46
pubmed: 21720932
Mult Scler. 2017 Apr;23(5):721-733
pubmed: 28206827
Int J Nurs Stud. 2015 Aug;52(8):1375-403
pubmed: 25920700
AJNR Am J Neuroradiol. 2009 Aug;30(7):1380-6
pubmed: 19369608
Psychiatry Res. 2015 Dec 30;234(3):352-61
pubmed: 26602610
Nat Rev Neurosci. 2015 Mar;16(3):147-58
pubmed: 25697158
Ann Neurol. 2011 Feb;69(2):292-302
pubmed: 21387374
Neuroimage. 2007 Jul 1;36(3):617-29
pubmed: 17481920
Arch Neurol. 2009 Sep;66(9):1144-50
pubmed: 19752305
Mult Scler. 2015 Nov;21(13):1705-12
pubmed: 25680986
Lancet Neurol. 2015 Mar;14(3):302-17
pubmed: 25662900
Neurology. 1983 Nov;33(11):1444-52
pubmed: 6685237
Mult Scler. 2017 May;23(6):848-854
pubmed: 27527906
J Neurol Sci. 2014 Aug 15;343(1-2):91-9
pubmed: 24950898
AJNR Am J Neuroradiol. 2018 Aug;39(8):1480-1486
pubmed: 29976833
Mult Scler. 2007 Jul;13(6):722-30
pubmed: 17613599
Mult Scler Relat Disord. 2018 Apr;21:1-8
pubmed: 29438835
Mult Scler. 2020 Feb;26(2):220-232
pubmed: 30625050
Mult Scler. 2019 Mar;25(3):382-391
pubmed: 29320933
Annu Rev Neurosci. 2015 Jul 8;38:433-47
pubmed: 25938726
Neuroimage. 2019 Aug 15;197:677-688
pubmed: 29309898
J Neuropsychiatry Clin Neurosci. 2002 Winter;14(1):44-51
pubmed: 11884654
Neurology. 2015 Feb 24;84(8):776-83
pubmed: 25616483
AJNR Am J Neuroradiol. 2015 Apr;36(4):702-9
pubmed: 25414004
Med Image Anal. 2016 Aug;32:145-56
pubmed: 27086167
Hum Brain Mapp. 2014 Sep;35(9):4706-17
pubmed: 24687771
Neurology. 2017 May 30;88(22):2107-2114
pubmed: 28468841
Brain Pathol. 2007 Apr;17(2):210-8
pubmed: 17388952
AJNR Am J Neuroradiol. 2019 Jan;40(1):99-106
pubmed: 30573464
Mult Scler. 2017 May;23(6):772-789
pubmed: 27207446
Neuroimage Clin. 2018;20:844-850
pubmed: 30278371
Mult Scler. 2016 Apr;22(5):608-19
pubmed: 26209593
Trends Cogn Sci. 2013 Dec;17(12):683-96
pubmed: 24231140
QJM. 2018 Jun 1;111(6):359-364
pubmed: 28371862
Lancet Neurol. 2020 Oct;19(10):860-871
pubmed: 32949546
Brain Pathol. 2018 Sep;28(5):735-742
pubmed: 30020563
J Neuropsychol. 2020 Sep;14(3):384-398
pubmed: 31785082
Ann Neurol. 2018 Feb;83(2):210-222
pubmed: 29331092
Med Image Anal. 2013 Jul;17(5):556-72
pubmed: 23602920
Mult Scler Relat Disord. 2020 Oct;45:102351
pubmed: 32731200
BMC Neurol. 2016 Oct 21;16(1):204
pubmed: 27769199

Auteurs

Marco Pitteri (M)

Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, 37134 Verona, Italy.

Ilaria Boscolo Galazzo (IB)

Department of Computer Science, University of Verona, 37134 Verona, Italy.

Lorenza Brusini (L)

Department of Computer Science, University of Verona, 37134 Verona, Italy.

Federica Cruciani (F)

Department of Computer Science, University of Verona, 37134 Verona, Italy.

Caterina Dapor (C)

Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, 37134 Verona, Italy.

Damiano Marastoni (D)

Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, 37134 Verona, Italy.

Gloria Menegaz (G)

Department of Computer Science, University of Verona, 37134 Verona, Italy.

Massimiliano Calabrese (M)

Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, 37134 Verona, Italy.

Classifications MeSH