Paola Valsasina1, Olga Marchesi1, Carmen Vizzino1, Damiano Mistri1, Maria Assunta Rocca1,2,3, and Massimo Filippi1,2,3,4,5
1Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy, 2Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy, 3Vita-Salute San Raffaele University, Milan, Italy, 4Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy, 5Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
Synopsis
Keywords: Brain Connectivity, Multiple Sclerosis
In this study, we explored
hippocampal static and time-varying functional connectivity and its association
with cognition in patients with multiple sclerosis. We found decreased static
and time-varying connectivity of the hippocampus with temporo-parietal regions,
and increased connectivity of the hippocampus with pre- and postcentral gyri,
inferior temporal gyrus, precuneus and frontal regions. Better visuospatial and
verbal memory were associated with higher hippocampal time-varying connectivity
with precentral and inferior temporal gyri, while better attention scores were
associated with higher hippocampal time-varying connectivity with the superior
frontal cortex.
Introduction
The hippocampus is a key structure
of the central nervous system, which has an important role in cognition and
mood regulation. Several clinical manifestations of multiple sclerosis (MS),
including cognitive impairment and depression, can be explained by focal
hippocampal damage, but also by disconnection of the hippocampus from several
brain circuits [1]. Abnormalities
of hippocampal activation and resting state (RS) functional connectivity (FC)
are known to be present in MS. However, most of previous studies [2-5] investigating hippocampal RS FC in MS used a static FC (sFC)
approach. Dynamic FC, also known as time-varying connectivity (TVFC), of the
hippocampus in MS has been explored only by one preliminary study so far [6],
which found that a lower hippocampal TVFC could explain some variance of memory
perfomance in these patients. Against this background, aim of this study was to
explore hippocampal sFC and TVFC abnormalities in patients with MS and assess
their association with performances in several cognitive domains.Methods
Structural and RS functional MRI
scans were acquired from 108 right-handed MS patients and 63 right-handed
healthy controls (HC). Subjects underwent a neuropsychological evaluation, comprising
the Brief Repeatable Battery of Neuropsychological Tests (BRB-N).
Sliding-window correlation analysis using the left (L) and right (R)
hippocampus as seed regions (extracted from FSL FIRST) was used to assess TVFC,
which was quantified by the standard deviation of connectivity across windows. Conversely,
mean connectivity across windows indicated sFC.Results
MS patients had
decreased sFC vs HC between L
hippocampus and temporo-parietal regions, and increased sFC between L and R
hippocampus and thalamus, precuneus and superior frontal regions. TVFC was
decreased in MS patients between L hippocampus and temporo-parietal regions.
Conversely, TVFC was increased in MS patients between L and R hippocampus and L
pre- and postcentral gyri, cuneus, orbitofrontal cortex and inferior temporal
gyrus (ITG) (Figure 1). Correlations
between abnormalities of TVFC and neuropsychological performances are reported
in Figure 2. In details, in MS
patients, better global cognition correlated with higher TVFC between L
hippocampus and L pre- and postcentral gyri (r=0.21-0.28; p=0.04-0.006). Better
verbal memory correlated with higher TVFC between L hippocampus and L
precentral gyrus (r=0.21, p=0.03), and better visuospatial memory correlated
with higher TVFC between L and R hippocampus and L cuneus, pre- and postcentral
gyri and ITG (r=0.19-0.23, p=0.02-0.04). Better information processing speed
correlated with higher TVFC between L hippocampus and L postcentral gyrus
(r=0.21, p=0.03) and with higher sFC between R hippocampus and L superior
frontal cortex (SFC) (r=0.21, p=0.03). Finally, better attention scores
correlated with higher TVFC between L hippocampus and L temporal cortex
(r=0.25, p=0.02), with higher TVFC between L hippocampus and L SFC (r=0.22,
p=0.03) and with higher sFC between R hippocampus and L SFC (r=0.20, p=0.05).Discussion
In MS patients, a complex pattern of increased and decreased hippocampal
sFC/TVFC was detected. Increased TVFC between the bilateral hippocampus and
parietal, temporal and frontal regions was correlated with better performances
in several neuropsychological tests, with some correspondence between involved
brain regions and cognitive domains (i.e., regions of the dorsal stream for visuospatial
memory, and fronto-temporal regions for attention).Conclusions
Increased hippocampal
connectivity contributed to explain better cognitive performances in MS, with a
peculiar association between higher hippocampal TVFC and memory scores.Acknowledgements
No acknowledgement found.References
[1]
Rocca et al., Lancet Neurol 2018; [2] Roosendaal et al., Radiology
2010; [3]
Hulst et al., MSJ 2015; [4]
Gonzalez-Torre et al., MSJ 2017; [5] Rocca et al., Hum Brain Mapp 2015; [6] Van Geest et al., Brain Behav 2018.