Abstract:Abnormally phosphorylated tau, an indicator of Alzheimer’s disease, begins to accumulate in the first decades of life in the locus coeruleus (LC), the primary source of cortical norepinephrine. Ensuing dysfunction in noradrenergic neuromodulation is hypothesized to contribute to Alzheimer’s progression. However, research into the role of the LC has been impeded by a lack of effective ways of assessing it in vivo. Advances in high-resolution brainstem magnetic resonance imaging (MRI) hold potential to investiga… Show more
“…The new "omni-comprehensive" LC mask included the six LC MNI atlases previously published: 1) Keren [84] without encroaching the Median Raphe (MR) and the Dorsal Raphe (DR) defined by Beliveau et al (2015) [85] and the cerebellar white matter. Additionally, the new created LC "omni-comprehensive" mask included the LC meta-mask developed by Dahl et al (2021) [57], but with a larger and symmetrical rostro-caudal extent as to avoid induced lateralization biases in the analyses. Indeed, as pointed out by Betts et al [83], the LC asymmetries reported in certain MRI studies could be caused by MRI biases of how radiofrequencies are transmitted and received in the scanner.…”
The noradrenergic theory of Cognitive Reserve (Robertson, 2013-2014) postulates that the upregulation of the Locus Coeruleus - Noradrenergic System (LC-NA) originating in the Brainstem might facilitate cortical networks involved in attention, and protracted activation of this system throughout the lifespan may enhance cognitive stimulation contributing to Reserve. To test the above-mentioned theory, a study was conducted on a sample of 686 participants (395 controls, 156 Mild Cognitive Impairment, 135 Alzheimer’s Disease) investigating the relationship between LC volume, attentional performance and a biological index of brain maintenance (BrainPAD – an objective measure which compares an individual’s structural brain health, reflected by their voxel-wise grey matter density, to the state typically expected at that individual’s age). Further analyses were carried out on Reserve indices including education and occupational attainment. Volumetric variation across groups was also explored along with gender differences. Control analyses on the Serotoninergic (5-HT), Dopaminergic (DA) and Cholinergic (Ach) systems were contrasted with the Noradrenergic (NA) hypothesis. The antithetic relationships were also tested across the neuromodulatory subcortical systems.Results supported by bayesian modelling showed that LC volume disproportionately predicted higher attentional performance as well as biological brain maintenance across the three groups. These findings lend support to the role of the noradrenergic system as a key mediator underpinning the neuropsychology of Reserve, and they suggest that early prevention strategies focused on the noradrenergic system (e.g. cognitive-attentive training, physical exercise, pharmacological and dietary interventions) may yield important clinical benefits to mitigate cognitive impairment with age and disease.
“…The new "omni-comprehensive" LC mask included the six LC MNI atlases previously published: 1) Keren [84] without encroaching the Median Raphe (MR) and the Dorsal Raphe (DR) defined by Beliveau et al (2015) [85] and the cerebellar white matter. Additionally, the new created LC "omni-comprehensive" mask included the LC meta-mask developed by Dahl et al (2021) [57], but with a larger and symmetrical rostro-caudal extent as to avoid induced lateralization biases in the analyses. Indeed, as pointed out by Betts et al [83], the LC asymmetries reported in certain MRI studies could be caused by MRI biases of how radiofrequencies are transmitted and received in the scanner.…”
The noradrenergic theory of Cognitive Reserve (Robertson, 2013-2014) postulates that the upregulation of the Locus Coeruleus - Noradrenergic System (LC-NA) originating in the Brainstem might facilitate cortical networks involved in attention, and protracted activation of this system throughout the lifespan may enhance cognitive stimulation contributing to Reserve. To test the above-mentioned theory, a study was conducted on a sample of 686 participants (395 controls, 156 Mild Cognitive Impairment, 135 Alzheimer’s Disease) investigating the relationship between LC volume, attentional performance and a biological index of brain maintenance (BrainPAD – an objective measure which compares an individual’s structural brain health, reflected by their voxel-wise grey matter density, to the state typically expected at that individual’s age). Further analyses were carried out on Reserve indices including education and occupational attainment. Volumetric variation across groups was also explored along with gender differences. Control analyses on the Serotoninergic (5-HT), Dopaminergic (DA) and Cholinergic (Ach) systems were contrasted with the Noradrenergic (NA) hypothesis. The antithetic relationships were also tested across the neuromodulatory subcortical systems.Results supported by bayesian modelling showed that LC volume disproportionately predicted higher attentional performance as well as biological brain maintenance across the three groups. These findings lend support to the role of the noradrenergic system as a key mediator underpinning the neuropsychology of Reserve, and they suggest that early prevention strategies focused on the noradrenergic system (e.g. cognitive-attentive training, physical exercise, pharmacological and dietary interventions) may yield important clinical benefits to mitigate cognitive impairment with age and disease.
“…The new "omni-comprehensive" LC mask included the six LC MNI atlases previously published: 1) Keren [85] and the cerebellar white matter. Additionally, the new created LC "omni-comprehensive" mask included the LC meta-mask developed by Dahl et al (2021) [57], but with a larger and symmetrical rostro-caudal extent as to avoid induced lateralization biases in the analyses. Indeed, as pointed out by Betts et al [83], the LC asymmetries reported in certain MRI studies could be caused by MRI biases of how radiofrequencies are transmitted and received in the scanner.…”
Section: Region Of Interest (Roi) Masksmentioning
confidence: 99%
“…To this end, we adopted a neuroimaging voxel-based morphometry (VBM) approach utilizing 3T T1-weighted structural MRI scans from 686 subjects [n=395 (HC), n=156 (MCI), and 135 (AD)] provided by Alzheimer's Disease Neuroimaging Initiative -ADNI (ADNI2 and ADNI3 phases) [49,50]. Structural volumetric analyses on 3T T1-weighted MRIs with this methodology have been already carried out by several studies showing accurate reliability investigating the integrity of the Brainstem [51,52,53,54], the LC also in the ADNI [55,56,57,58] and the other neuromodulators' seeds such as the Raphe Nuclei [59,60,61,62], the Ventral Tegmental Area (VTA) [63,64,65,66] and the Nucleus Basalis of Meynert (NBM) [67,68,69,70,71,72,73,74]. The main objectives of this study were threefold.…”
Section: Introductionmentioning
confidence: 99%
“…On the right portion of the figure are shown 3D reconstructions (displayed in the MNI152 space) of the results in comparison with previously published LC atlases and masks. a) average LC result; b) average LC result is shown in the LC "omni-comprehensive" mask; c) Keren et al (2009) [81, 179]; d) Tona et al (2017) [82]; e) Betts et al (2017) [83]; f) Dahl et al (2019) [32]; g) Liu et al (2019) [183]; h) Rong Ye et al (2020) [84]; i) LC meta-mask by Dahl et al (2021)[57]. The last column on the right shows the regions of the LC mask negatively related with TMT-A performances for the three groups considered separately (p<0.01): HC n=395 (no results), MCI n=156 and AD n=135.…”
The noradrenergic theory of Cognitive Reserve (Robertson, 2013-2014) postulates that the upregulation of the Locus Coeruleus - Noradrenergic System (LC-NA) originating in the Brainstem might facilitate cortical networks involved in attention, and protracted activation of this system throughout the lifespan may enhance cognitive stimulation contributing to Reserve. To test the above-mentioned theory, a study was conducted on a sample of 686 participants (395 controls, 156 Mild Cognitive Impairment, 135 Alzheimer’s Disease) investigating the relationship between LC volume, attentional performance and a biological index of brain maintenance (BrainPAD – an objective measure which compares an individual’s structural brain health, reflected by their voxel-wise grey matter density, to the state typically expected at that individual’s age). Further analyses were carried out on Reserve indices including education and occupational attainment. Volumetric variation across groups was also explored along with gender differences. Control analyses on the Serotoninergic (5-HT), Dopaminergic (DA) and Cholinergic (Ach) systems were contrasted with the Noradrenergic (NA) hypothesis. The antithetic relationships were also tested across the neuromodulatory subcortical systems.Results supported by bayesian modelling showed that LC volume disproportionately predicted higher attentional performance as well as biological brain maintenance across the three groups. These findings lend support to the role of the noradrenergic system as a key mediator underpinning the neuropsychology of Reserve, and they suggest that early prevention strategies focused on the noradrenergic system (e.g. cognitive-attentive training, physical exercise, pharmacological and dietary interventions) may yield important clinical benefits to mitigate cognitive impairment with age and disease.
“…To this end, we adopted a neuroimaging voxel-based morphometry (VBM) approach utilizing 3T T1-weighted structural MRI scans from 686 subjects [n=395 (HC), n=156 (MCI), and 135 (AD)] provided by Alzheimer Disease Neuroimaging Initiative -ADNI (ADNI2 and ADNI3 phases) [49,50]. Structural volumetric analyses on 3T T1-weighted MRIs with this methodology have been already carried out by several studies showing accurate reliability investigating the Brainstem [51,52,53,54], the LC also in the ADNI [55,56,57,58] and the other neuromodulators' seeds such as the Raphe Nuclei [59,60,61,62], the Ventral Tegmental Area [63,64,65,66] and the Nucleus Basalis of Meynert [67,68,69,70,71,72,73,74]. The main objectives of this study were threefold.…”
The Noradrenergic Theory of Cognitive Reserve (Robertson, 2013-2014) postulates that the up-regulation of the Locus Coeruleus - Noradrenergic System (LC-NA) originating in the brainstem might facilitate cortical networks involved in attention, and protracted activation of this system throughout the lifespan may enhance cognitive stimulation contributing to Reserve. To test this theory, a study was conducted on a sample of 686 participants (395 Controls, 156 Mild Cognitive Impairment, 135 Alzheimer’s Disease) investigating the relationship between LC vol-ume, attentional performance and a biological index of brain maintenance (BrainPAD – a measure which compares an individual’s structural brain health, reflected by their voxel-wise grey matter density, to the state typically expected at that individual’s age). Further analyses were carried out on reserve indices including education and occupational attainment. Volumetric variation across groups was also explored. Control analyses on the Serotoninergic (5-HT), Dopaminergic (DA) and Cholinergic (Ach) systems were contrasted with the Noradrenergic hypothesis. Results showed that LC volume disproportionately predicted higher attentional performance as well as biological brain maintenance the three groups. These findings lend support to the role of the noradrenergic system as a key mediator underpinning the neuropsychology of Reserve, and they suggest that early prevention strategies focused on upregulation of the noradrenergic system (e.g. attention training, physical exercise and pharmacological intervention) may yield important clin-ical benefits to mitigate cognitive impairment with age and disease.
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