Introduction
Several pathologically distinct neurodegenerative disorders display language disturbances. Language deficits may be the presenting symptom in individuals with Alzheimer’s disease (AD),Reference McKhann, Knopman and Chertkow1 Pick’s disease (PiD),Reference Kertesz, McMonagle, Blair, Davidson and Munoz2 Progressive Supranuclear Palsy (PSP) and corticobasal degeneration (CBD).Reference Santos-Santos, Mandelli and Binney3 Primary Progressive Aphasia (PPA) is a clinical syndrome characterized by isolated impairment in language function, with the relative sparing of other cognitive domains at disease onset.Reference Mesulam4–Reference Vadenberghe7 Structural and metabolic imaging studies of PPA have consistently shown asymmetric focal atrophy and hypometabolism in the language dominant (usually left) brain hemisphere.Reference Chawluk, Mesulam and Hurtig8–Reference Gorno-Tempini, Dronkers and Rankin12
Three predominant patterns of language dysfunction have been described as occurring in individuals with PPA. Those with the nonfluent/agrammatic variant of PPA display effortful speech and spared single word and object comprehension, those with the semantic variant of PPA have impaired naming and single-word comprehension, and those with the logopenic variant of PPA have word retrieval and sentence repetition deficits.Reference Gorno-Tempini, Hillis and Weintraub6 Clinicopathologic studies have most often linked nonfluent PPA to tau-positive pathology, semantic PPA to ubiquitin-positive, TDP43-positive pathology, and logopenic PPA to AD pathology.Reference Mesulam, Rogalski and Wieneke13 Irrespective of the underlying neuropathology, deficits in the cholinergic system have been reported in PPA.Reference Schaeverbeke, Evenepoel and Bruffaerts14 Even in young healthy individuals, it has been shown that administration of the anticholinergic agent, Scopolamine, leads to impairments in reading, writing, verbal fluency, and object naming.Reference Aarsland, Larsen, Reinvang and Aasland15
One potential source of cholinergic input to cortical regions involved in language function is the nucleus basalis of Meynert (NBM).Reference Simić, Mrzljak, Fucić, Winblad, Lovrić and Kostović16, Reference Mesulam, Mufson, Levey and Wainer17 The NBM is a prominent structure found on the ventral surface of the brain that contains large hyperchromic cells, approximately 90% of which are cholinergic.Reference Mesulam and Geula18 These cholinergic neurons, designated as Ch4, project to the amygdala and to the entire cortical mantle.Reference Mesulam and Geula18–Reference Mufson, Ginsberg, Ikonomovic and DeKosky22 The NBM region has been subdivided based on projection patterns and can be identified by neuroanatomical landmarks.Reference Mesulam, Mufson, Levey and Wainer17, Reference Mesulam and Geula18, Reference Mesulam, Mufson, Levey and Wainer20 The cholinergic NBM has been subdivided into several regions designated as Ch4 sectors.Reference Mesulam and Geula18 These include: anterolateral (Ch4-al), anteromedial (Ch4-am), intermediodorsal (Ch4-id), interomedioventral (Ch4-iv), anterointermediate (Ch4ai), and posterior (Ch4p). Neurons in the posterior subdivision of Ch4 and Ch4p predominantly project to the superior and polar temporal cortical regions and to the language areas.Reference Mesulam, Mufson, Levey and Wainer17 Based on anatomical landmarks, in coronal sections, the nucleus subputaminalis (NSP), also called as the nucleus of Ayala,Reference Ayala23 is located ventral to the putamen from the level of the decussation of the anterior commissure to the level of mammillary bodies. The NSP has only been described in humans and anthropoid monkeys.Reference Raghanti, Simić, Watson, Stimpson, Hof and Sherwood24 Its proximity to the external capsule suggests connectivity to cortical language areas, and a role in language function in the human brain.Reference Simić, Mrzljak, Fucić, Winblad, Lovrić and Kostović16, Reference Mesulam, Mufson, Levey and Wainer17, Reference Teipel, Flatz and Ackl25 Previous volumetric analysis of MRI scans of PPA patients has found predominant atrophy of the left hemisphere basal forebrain, including the NSP region, irrespective of the underlying neuropathology.Reference Teipel, Flatz and Ackl25, Reference Teipel, Raiser and Riedl26
The goals of this study were to examine cholinergic neurons in the NSP of individuals with PPA, and to examine whether individuals whose initial clinical presentation was PPA, but who subsequently had different clinical and neuropathological diagnoses, show similar involvement of cholinergic neurons in the NSP. Using choline acetyltransferase (ChAT) immunohistochemistry, we compared the abundance of cholinergic neurons, in the NSP, between those presenting with PPA and controls, to determine if PPA is associated with a loss of cholinergic neurons in the NSP.
Materials and Methods
Brain Tissues
A total of 10 post-mortem human brain tissues (5 presenting clinically as PPA and 5 controls), whose demographics are summarized in Table 1, were obtained from The Maritime Brain Tissue Bank (Halifax, Nova Scotia, Canada) following ethical approval from the Nova Scotia Health Authority Research Ethics Board.
a PMI, post-mortem interval.
b TIF, time in fix.
Case Descriptions
Vascular Dementia (VaD)
A 86-year-old female was presented with language disturbance and was diagnosed with PPA. Her CT/MRI scan showed generalized atrophy and white matter changes. Over a 4-year period, she developed dementia and subsequently died of pneumonia. At autopsy, her brain weighed 1230 g. The left hemisphere was used for neuropathological examination. This showed cerebral cortical microangiopathy, cortical microvascular proliferation, and a recent left cerebellar hemisphere infarct. No regionalization of vascular changes was seen. There was no evidence for Alzheimer pathology, Lewy bodies, or Pick bodies. The right hemisphere was available for examination of the NBM, including the NSP, in this study.
Progressive Supranuclear Palsy (PSP)
A 93-year-old right-handed male was diagnosed with mild cognitive impairment and word-finding difficulties. Two years later, he had more difficulties in speech with inappropriate words and hesitant fragmentation of sentence structure. Later that year, he was diagnosed with non-fluent PPA. His brain CT scan showed parenchymal atrophy and small vessel ischemic changes. He died of coronary artery disease 4 years after presentation. At autopsy, his brain weighed 1391 g. The right hemisphere was used for neuropathological diagnosis. The neurofibrillary tangles (NFTs) extended into temporal neocortex (Braak stage Ill–VI). The tau pathology was diagnostic for PSP. NIA-AA ABC scoreReference Montine, Phelps and Beach27 of B1/CO indicated that AD neuropathologic change was insufficient to explain dementia in this case. Immunohistochemical staining for α-synuclein did not reveal any significant accumulation of Lewy bodies or Lewy neurites. The left hemisphere was available for examination of the NBM, including the NSP, in the present study.
Pick’s Disease (PiD)
A 74-year-old right-handed male developed speech problems and indicated that he had difficulty in thinking and “terrible memory”. His wife reported approximately a 1-year history of progressive language difficulty, social withdrawal, no longer initiating conversations or using a telephone, problems with filling out forms, and signing his name. His clinical diagnosis was non-fluent PPA. His brain MRI scan showed generalized cerebral and cerebellar atrophy and non-specific ischemic white matter changes. Four years later, he developed memory problems. He died following an episode of acute severe congestive heart failure. At autopsy, his brain weighed 1130 g. The left hemisphere was used for neuropathological diagnosis. There were numerous balloon cells with Pick morphology, positive for tau and ubiquitin, and numerous glial cytoplasmic inclusions. No Lewy bodies or Alzheimer pathology was identified. The neuropathological features were consistent with PiD. The right hemisphere was available for examination of the NBM, including the NSP, in the present study.
Alzheimer’s Disease (AD1)
A 71-year-old right-handed male presented with progressive difficulty in word-finding for two and a half years. He did not have problems with oral or reading comprehension. He had no other clinical deficits or changes in his day-to-day function. His brain CT scan showed moderate diffuse cerebral atrophy. He was diagnosed with non-fluent agrammatic PPA. He subsequently developed dementia and behavioral disturbance and died due to pneumonia, 8 years after initial presentation. At autopsy, his brain weighed 1340 g. The right hemisphere was used for neuropathological diagnosis. There was moderate to severe neuritic plaque density demonstrated with amyloid immunohistochemistry. There was also severe NFT deposition corresponding to a Braak stage of IV/VI AD. The left hemisphere was available for examination of the NBM, including the NSP, in the present study.
Alzheimer’s Disease (AD2)
A 70-year-old male presented with progressive difficulty initiating speech. His speech was difficult to understand. A clinical diagnosis of PPA was made. He subsequently developed impaired comprehension and agitation. The patient died of aspiration pneumonia 8 years later. At autopsy, his brain weighed 1150 g. There was moderate generalized atrophy. The left hemisphere was used for neuropathological diagnosis. There were up to 38 plaques per medium power field and NFTs with Braak stage VI/VI indicating a neuropathological diagnosis of AD. The left hemisphere was available for examination of the NBM, including the NSP, in the present study.
Control Cases
Five brains from individuals who did not have clinical or neuropathological diagnoses of AD or any other neurological disorder were chosen for comparison. These control cases were selected to approximately match cases based on age (Table 1), and the left hemispheres were examined.
Tissue Preparation
For each brain, the hemisphere used in the present study was cut into 1–2 cm coronal slabs and immersion fixed in 10% buffered formalin (pH 7.4) at 4 °C for 48–120 h. Following fixation, all tissues were cryoprotected in a graded series of sucrose (10, 20, 30, and 40%) in 0.1 M phosphate buffer (PB; pH 7.4), for approximately 48 h in each concentration, and stored in 40% sucrose with 0.6% sodium azide in PB at 4 °C until used.
Blocks of tissue obtained at the level of the NBM, including the NSP, were sectioned on a Leica SM2000R microtome (Leica Microsystems Inc., Nussloch, Germany) with Physitemp freezing stage and BFS-30TC controller (Physitemp Instruments, Inc., Clifton, NJ) into 50 μm thick serial sections (PSP case was cut at 40 μm), and frozen at −20 °C in 40% sucrose in PB until needed for immunohistochemical studies. For two PPA cases (VAD and PiD), sections were only available from the right hemisphere, and the left hemisphere had been used for neuropathological analysis at autopsy.
Starting at the level of the decussation of the anterior commissure and ending at the level of the mammillary bodies (Figure 1), eight sections (approximately 1 mm apart), were selected for ChAT immunohistochemical staining. Adjacent sections were stained for Nissl substance.
Thionin Staining
To examine cytoarchitecture, sections were stained for Nissl substance using thionin dye. Mounted sections were dehydrated in a series of ethanol washes (70–100%), cleared in xylene, and rehydrated in a series of ethanol washes (100–70%) followed by distilled water (dH2O). Sections were immersed in thionin dye for 3 s then rinsed in dH2O, followed by a series of ethanol washes (70–100%), then xylene and then coverslipped with an aqueous mounting medium.
Immunohistochemical Staining
Standard immunohistochemical staining procedures were conducted to detect ChAT. This was performed using previously employed and characterized primary antibody for ChAT (Millipore, AB144P, RRID# AB_2079751).Reference Jarrett, Easton and Rockwood28 All sections were rinsed for 30 min in PB then rinsed in diluted PB (0.05 M) followed by dH2O for 5 min. Sections were then incubated in 0.3% H2O2 in PB for 30 min to quench endogenous peroxidase activity and rinsed again for 30 min in PB. Sections were incubated in PB containing 0.1% Triton X-100, normal rabbit serum (1:100), and goat anti-ChAT primary antibody for approximately 16 h at room temperature. Following another rinse in PB for 30 min, sections were incubated in PB with 0.1% Triton X-100, biotinylated rabbit anti-goat secondary antibody (1:500; Vector Labs), and normal goat serum (1:1000) for 1 h at room temperature. After another rinse in PB, sections were placed in PB with 0.1% Triton X-100 and Vectastain® Elite ABC kit (Vector) according to the manufacturer’s instructions for 1 h at room temperature. After rinsing the sections in PB, they were developed using 1.39 mM 3,3′-diaminobenzidine tetrahydrochloride (DAB) in PB. After 5 min, 50 μL 0.3% H2O2 in dH2O was added per mL of DAB solution. The reaction was stopped by rinsing the sections in 0.01 M acetate buffer (pH 3.3) for 30 min. Control experiments were performed by omitting the primary or secondary antibody.
Data Analysis
Sections were analyzed and photographed using a Zeiss Axioplan 2 motorized brightfield microscope with a Zeiss Axiocam HRc digital camera with AxioVision 4.6 software (Carl Zeiss Canada Ltd, Toronto, Ontario, Canada) in the Cellular and Molecular Digital Imaging Facility, Dalhousie University (Halifax, Nova Scotia, Canada). All photographs were assembled using Adobe Photoshop CS5. Images were color balanced, contrast enhanced, and the brightness adjusted to match the background from different images.
ChAT-positive neurons were counted using brightfield microscopy with the Neurolucida software. At low magnification, the slide was outlined with a pen tool, and each subcortical structure was delineated. The tracings of the structures provided margins for labeling the neurons that were ventral to the putamen and medial to the anterior commissure. Then, at 100× magnification, all cells were visualized and those that were larger than 20 μm and in the correct location were labeled with a red marker and regarded as part of the NBM and NSP (Figure 2). The total number of neurons was counted per case from the anterior to posterior extent of the nuclei. For consistency, the same method was used for counting neurons in all the cases.
The PPA cases were compared with control cases that were most closely matched by age and sections were obtained at the same rostrocaudal level for comparison. Due to technical issues with tissue staining, or missing sections during tissue extraction, some sections were not available in a few cases for analysis. Only sections at the same rostrocaudal level between PPA cases and controls were analyzed, therefore, the number of sections analyzed varied from 5 to 8 per PPA–control pair (Table 2). The total number of ChAT-positive cells in the NSP and NBM were compared between PPA and matched control cases and this was expressed as a percent reduction of cells in PPA versus normal controls. In addition, pooled analyses with 2-tailed unpaired independent samples t-tests were used to compare the PPA and normal control groups using the mean number of neurons observed in the NSP and NBM for each case and their matched control.
Results
Localization of the Nucleus Subputaminalis
All cholinergic cells ventral to the basal ganglia and anterior commissure and medial to the putamen were labeled and counted as the NBM (Figure 1). Differentiation of cells of the NSP from cells of the rest of the NBM was based on location of the neurons, with NSP neurons seen in aggregated clusters near the ventral border of the putamen (Figure 2), according to criteria described previously.Reference Simić, Mrzljak, Fucić, Winblad, Lovrić and Kostović16 Nissl staining allowed for the visualization of large, hyperchromatic neurons of various morphologies, including multipolar, spindle-shaped, and fusiform, belonging to the NSP. Rostrally, at the level of the decussation of the anterior commissure, NSP neurons could be seen at the ventrolateral border of the putamen (Figure 2). At the intermediate level, the NSP was lateral to the posterior limb of the anterior commissure and was medial as well as ventral to the putamen (Figure 2). Caudally, the NSP was ventral to the putamen and dorsolateral to the posterior limb of the anterior commissure, which had regressed (Figure 2). The cell population was delineated from the rostral–caudal extent using the decussation of the anterior commissure as the rostral landmark, and mammillary bodies as the caudal limit (Figure 1). All Ch4 sectors apart from NSP were considered as NBM for the purposes of our analyses.
Cholinergic Neuronal Loss in the Nucleus Basalis of Meynert and Nucleus Subputaminalis
In comparing the total number of cholinergic neurons in the NBM of the VaD case to the NBM in the control case, there was 17.7% reduction. Comparison of the PSP case with its matched control showed 22.8% reduction. In the PiD case, a similar comparison showed 51.4% reduction. The two AD cases showed 75.7% and 70.7% reduction, respectively. The total number of neurons and their respective percent reductions are shown in Table 2. Loss of cholinergic neurons in the NBM in all cases presenting as PPA was evident throughout the rostrocaudal extent of this NBM region. On average, there was a 47.7% reduction of cholinergic neurons in the NBM for PPA cases. A paired samples t-test showed a significant difference between normal and PPA groups in the NBM region, with assumed equal variance based on Levene’s test, t(8) = 4.04, p = 0.0037. Further, Cohen’s effect size value (d = 2.62) suggests a large significance.Reference Cohen29
Cholinergic neurons in the NSP were analyzed using the same approach described above for the NBM. Thus, there was 65.6% reduction in VaD, 49.3% reduction in PSP, 47.0% reduction in PiD, 70.4% reduction in AD1, and 91.0% reduction in AD2 cases relative to their matched controls. The total number of neurons and their respective percent reductions are shown in Table 2. Loss of cholinergic neurons in the NBM (Figure 3) in all cases presenting as PPA was evident throughout the rostrocaudal extent of this NSP (Figure 4). On average, there was a 64.7% reduction of cholinergic neurons in the NSP for PPA cases. A paired samples t-test showed a significant difference between normal and PPA groups in the NSP region, with unequal variances assumed based on Levene’s test, t(6) = 4.62, p = 0.0042. Further, a Cohen’s effect size value (d = 2.92) suggests a larger significance.
The PPA cases that displayed the greatest loss of cholinergic neurons in both the NBM and the NSP relative to their matched controls were those with AD pathology. In relation to their matched controls, three of the five PPA cases demonstrated a greater reduction in NSP cholinergic neurons as compared to NBM cholinergic neuronal loss. Of these, the PPA case with vascular pathology (VaD) displayed the largest discrepancy between NBM cholinergic neuron reduction and NSP cholinergic neuron reduction (17.7% vs. 65.6%, respectively). The smallest discrepancy in the NBM versus NSP cholinergic neuron reduction was seen for the PiD case (51.4% versus 47.0%).
Discussion
PPA is characterized by a progressive loss in language function, with relative sparing of other cognitive domains at initial stages of the condition.Reference Mesulam4, Reference Mesulam5, Reference Gorno-Tempini, Hillis and Weintraub6 This clinical presentation is recognized as a consequence of a variety of neuropathological disease states, including AD, PiD, PSP, and CBD.Reference Mesulam, Rogalski and Wieneke13
Currently, the relationships between clinical PPA presentations and the pathology of specific PPA subtypes remain uncertain. In addition, despite consensus criteria for clinical subtyping,Reference Gorno-Tempini, Hillis and Weintraub6 there are many patients who do not easily fit into these classifications.Reference Vadenberghe7, Reference Sajjadi, Patterson, Arnold, Watson and Nestor30, Reference Wicklund, Duffy, Strand, Machulda, Whitwell and Josephs31 However, previous studies suggest that basal forebrain volumes are reduced in at least some of the PPA patients regardless of subtype and that neocortical acetylcholinesterase activity as measured using positron emission tomography (PET) differs between PPA and controls.Reference Schaeverbeke, Evenepoel and Bruffaerts14 This provides support for the involvement of basal forebrain subnuclei and the cholinergic system in PPA. We examined a nucleus within the basal forebrain postulated to be involved in language function, the NSP. The NSP is a cluster of neurons located ventral to the putamen that most likely corresponds to the Ch4p region of NBM.Reference Simić, Mrzljak, Fucić, Winblad, Lovrić and Kostović16, Reference Mesulam, Mufson, Levey and Wainer17, Reference Ayala23 The purpose of the present study was to determine whether the individuals who presented with a clinical diagnosis of PPA and developed different clinical and neuropathological profiles over time show a deficit in cholinergic neurons in the NSP. The results of our study provide evidence for the involvement of the NSP in every PPA case.
The case that showed microvascular pathology (VaD) but presented with PPA showed a relatively limited reduction of cholinergic neurons in the NBM (17.7%), as compared to control, but showed a substantial reduction in cholinergic neurons in the NSP (65.6%). This was despite the fact that in this case, the right hemisphere was examined. As there was no regionalization of the vascular changes seen, we expect that these vascular changes had a limited contribution to her initial presentation of primary progressive aphasia and posit that this component of her presentation was on the basis of neurodegenerative changes affecting the NSP.
One of our cases had a 4-year history of aphasia and pathology consistent with PSP. Aphasia can be a presenting symptom in PSP, leading to the initial diagnosis of PPA in some of these patients.Reference Deramecourt, Lebert and Debachy32–Reference Josephs and Duffy36 Our PSP case showed a loss of cholinergic neurons in both the NBM and the NSP, but again showed greater cholinergic neuronal loss in the NSP (22.8% reduction compared to 49.3%; Table 2) relative to their matched control. In PSP, the loss of cholinergic neurons is most commonly found in the brainstemReference Gilman, Koeppe and Nan37, Reference Ruberg, Javoy-Agid and Hirsch38 although cholinergic neuronal loss has also been documented in the NBM.Reference Ruberg, Javoy-Agid and Hirsch38, Reference Tagliavini, Pilleri, Gemignani and Lechi39 The fact that, in addition to a general loss of cholinergic neurons in the NBM, the NSP was more profoundly affected in our PSP case who presented with PPA further supports involvement of the NSP in language function.
The PiD case had a 6-year history of language impairment and an initial diagnosis of PPA but the pathological findings were consistent with PiD at autopsy. The PiD case described here showed a 51.4% reduction of cholinergic cells in the NBM compared to normal, and a 47.0% reduction of cholinergic neurons in the NSP compared to normal. This relatively similar reduction in cholinergic cells in the NBM and the NSP may have reflected the fact that only the right hemisphere was available for analysis. The left NSP is connected to the right NSP via projection fibersReference Petrides and Pandya40 and a neurodegenerative process affecting the NSP in one hemisphere may well affect the homologous region in the other hemisphere, as occurs for other brain regions.Reference Petrides and Pandya40 Pick’s pathology is seen in individuals with frontotemporal dementia (FTD) although our case did not meet clinical criteria for behavioral variant of FTD.Reference McKhann, Albert, Grossman, Miller, Dickson and Trojanowski41 Some patients with FTD present with language impairment at disease onset,Reference Gorno-Tempini, Hillis and Weintraub6, Reference McKhann, Albert, Grossman, Miller, Dickson and Trojanowski41, Reference D’Anna, Mesulam and Thiebaut de Schotten42 but depletion of the cholinergic system is not characteristically associated with FTD.Reference Hirano, Shinotoh and Shimada43–Reference Alonso-Navarro, Jabbour-Wadih, Ayuso-Peralta and Jiménez-Jiménez45 By contrast, loss of cholinergic neurons in the NBM has been documented in cases with Pick’s pathologyReference Mizukami and Kosaka46–Reference Uhl, Hilt, Hedrn, Whitehouse and Price48 as was seen here. Regardless, in this case of PiD, who presented with a clinical diagnosis of PPA, the loss of cholinergic neurons in the NSP was substantial, as in our other PPA cases.
Two of our PPA cases ultimately had pathological findings consistent with AD. The finding of AD pathology in a subgroup of individuals with PPA has been well documented.Reference Gorno-Tempini, Hillis and Weintraub6, Reference Mesulam, Wicklund and Johnson49 As with the other PPA cases that we examined, loss of cholinergic neurons in the NSP was substantial for both AD cases, though one (AD1) showed a similar reduction in both the NBM and the NSP (75.7% and 70.4%, respectively), while the other (AD2) showed a slightly greater reduction of cholinergic neurons in the NSP (91.0%) as compared to the NBM (70.7%), relative to their matched control.
A limitation in the present study is a small sample size, due to the availability of few cases. In addition, our reports lacked sufficient clinical details to allow characterization of PPA into logopenic, agrammatic, or semantic subtypes. Furthermore, in two of our cases, only the right hemisphere was available for examination. Nevertheless, the findings of our preliminary study draw attention to a clear deficit in cholinergic neurons in the NSP of individuals presenting with PPA compared to controls. In particular, the extent of cholinergic cell loss seen in the NSP of the individuals with varying pathologies, but common presentations of progressive aphasia, may indicate how various distinct neuropathological processes can lead to similar clinical features, at least in terms of language deficits. We acknowledge that with such a small sample size, we cannot exclude the possibility that the loss of cholinergic neurons in the NSP of these cases may be due to mixed pathologies. Larger PPA samples that include distinct pathological groupings may further clarify the significance of the variance that we observed in the degree of cholinergic loss amongst our cases. Overall, we observed a significant loss of cholinergic neurons in the NSP and NBM, with relatively higher percentages of loss in the NSP when examining normal and PPA pairs. This suggests possible preferential involvement of the NSP in individuals presenting with progressive language disorders and provides grounds for further examination of the NSP as it relates to language dysfunction, and its involvement with cortical language networks.
Acknowledgements
All imaging and software for cell counts was made available through the CMDI/CORES facility. We would like to acknowledge Dr. Arnold Mitnitski and Drew DeBay for valuable discussions and Meghan Cash and Andrew Reid for their excellent technical support.
Funding
This work was supported in part by the Faculty of Medicine, Dalhousie University; Dalhousie Medical Research Foundation (Gunn Family Research Prize), the Dalhousie Medical Research Foundation Irene MacDonald Sobey Endowed Chair in Curative Approaches to Alzheimer’s Disease, The Durland Breakthrough Fund, and the Dalhousie Faculty of Medicine Beth Rafuse Summer Studentship.
Conflicts of Interest
The authors confirm that this article content has no conflicts of interest.
Ethical Approval
Post-mortem human brain tissues were obtained from The Maritime Brain Tissue Bank (Halifax, Nova Scotia, Canada) following ethical approval from the Nova Scotia Health Authority Research Ethics Board.
Statement of Authorship
Authors contributed to the following aspects of the manuscript including project design (HH and SD), performed experiments (HH), data analysis (HH, JDF, and SD), manuscript preparation (HH, JDF, and SD), manuscript revision (HH, JDF, SD), and manuscript submission (HH, JDF, and SD).