Abstract
Alzheimer’s disease (AD) is the most prevalent neurodegenerative disease in the elderly. Progressive accumulation of insoluble isoforms of amyloid-β peptide (Aβ) and tau protein are the major neuropathologic hallmarks, and the loss of cholinergic pathways underlies cognitive deficits in patients. Recently, glial involvement has gained interest regarding its effect on preservation and impairment of brain integrity. The limbic system, including temporal lobe regions and the olfactory bulb, is particularly affected in the early stages. In the early 1980s, the reduced expression of the somatostatin neuropeptide was described in AD. However, over the last three decades, research on somatostatin in Alzheimer’s disease has been scarce in humans. Therefore, the aim of this study was to stereologically quantify the expression of somatostatin in the human hippocampus and olfactory bulb and analyze its spatial distribution with respect to that of Aβ and au neuropathologic proteins and astroglia. The results indicate that somatostatin-expressing cells are reduced by 50% in the hippocampus but are preserved in the olfactory bulb. Interestingly, the coexpression of somatostatin with the Aβ peptide is very common but not with the tau protein. Finally, the coexpression of somatostatin with astrocytes is rare, although their spatial distribution is very similar. Altogether, we can conclude that somatostatin expression is highly reduced in the human hippocampus, but not the olfactory bulb, and may play a role in Alzheimer’s disease pathogenesis.
Keywords: Alzheimer’s disease, somatostatin, hippocampus, olfactory bulb, astroglia, stereology
1. Introduction
Alzheimer’s disease (AD) is the most prevalent disease in the elderly and is associated with cognitive deficiencies, including memory and olfactory impairments [1,2]. Memory loss has been related to cholinergic neurodegeneration of the temporal lobe, especially focused on the entorhinal cortex and hippocampus (Hip) [3]. The extracellular accumulation of insoluble isoforms of amyloid-β (Aβ) is the main neuropathological feature in AD, together with the aggregation of hyperphosphorylated tau protein that triggers the formation of neurofibrillary tangles, inducing intracellular toxicity and cell death [4]. The neuropathological diagnosis is divided into six progressive and predictable stages based on the presence of tau [5]. Interestingly, olfactory deficiencies and tau accumulation in the olfactory bulb (OB) have been described in the first stages of disease, even decades before memory impairments appear [6,7].
Somatostatin (SST) is widely expressed in different body tissues, including the brain, where it can be found as a neuropeptide with two different isoforms, SST-14 and SST-28, and it can act through five different SST receptors [8]. SST is mainly expressed in interneurons and has a prominent inhibitory role, controlling the activity of both principal pyramidal neurons and other interneurons, including those expressing parvalbumin and even other SST-expressing interneurons [9,10]. Therefore, SST impairment causes excitatory-inhibitory imbalance, which is involved in diverse neurodegenerative disorders, including AD [11]. During the 1980s, some studies indicated that SST involvement was critical [12]. Moreover, at the beginning of the century, SST was proposed as a key factor in the etiopathogenesis of AD [13]. Recently, SST has been revealed to be the main molecule that binds with Aβ and has been proposed as an effective nucleator during the aggregation of Aβ peptides [14]. However, in recent decades, there has been a lack of research on SST in the human brain [15].
In contrast, glia have gained interest due to their leading role in both neuroprotection and neurodegeneration processes [16,17]. On the one hand, microglial cells are the main cells that eliminate Aβ aggregates [18]. Moreover, astrocytes can prevent Aβ and tau toxicity through the liberation of chaperones [19,20]. In fact, chaperones have been proposed as pharmacological therapies against AD [21]. Nonetheless, glia, pathology, and SST expression in the limbic system in AD remain poorly understood.
2. Results
All approaches were performed on human brain samples provided for the Spanish national brain bank network (for details, please see the Materials and Methods section).
2.1. Somatostatin Expression in the Olfactory Bulb
SST-expressing cells and fibers had a specific distribution within the OB. Most cells and fibers were localized to the anterior olfactory nucleus (AON) or surrounded it (Figure 1A,B). SST expression was also primarily located in the granule cell layer and occasionally reached the glomerular layer (Figure 1C).
The results did not show variation in volume in the OB or AON when comparing non-AD and AD cases (Figure 2A,B). In addition, the number of SST-expressing cells did not vary in the OB or AON when comparing non-AD and AD cases (Figure 2C,D). Similarly, the area fraction occupied by SST-positive fibers in the OB and AON did not show significant differences between non-AD and AD cases (Figure 2E,F). Western blot quantification also did not reveal differences in SST expression (Figure 2G).
2.2. Somatostatin Expression in the Hippocampus
The distribution of SST in the Hip differed between its subfields. While cornu ammonis fields CA1-CA3 contained most SST cell bodies in the stratum oriens (Figure 3A,B), SST cells within the dentate gyrus (DG) were randomly distributed (Figure 3A,C). Interestingly, most SST fibers in the Hip localized to the molecular layers of CA1-3 and DG (Figure 3A,D). On the other hand, in AD cases, SST-expressing cells commonly presented dystrophic neurites (Figure 3E). In addition, the other main feature was the presence of cell debris aggregates. Interestingly, the aggregates were most abundant within the molecular layers of CA-DG (Figure 3F,G).
The tissue volumes of non-AD and AD cases were compared at six different regions of interest within the Hip, including CA regions, DG and the molecular layers of the CA regions and DG. The whole Hip underwent a significant volume reduction, p-value = 0.0379, t = 2.484 df = 8 (Figure 4A). The specific regions that presented a significant reduction in volume were those where SST occupied most of the area, including the stratum moleculare of the CA, p-value = 0.0149, t = 3.088 df = 8 and DG, p-value = 0.0097, t = 3.376 df = 8 (Figure 4B). The volumes of the remaining subregions (i.e., CA2, CA3 and DG) did not vary.
In the Hip, the number of SST cells was reduced by 50%, p-value = 0.0066, t = 3.640 df = 8 (Figure 4C). Specific analyses of SST fibers indicated that all hippocampal regions presented no significant reduction in the areas occupied by SST (Figure 4D). These results indicate that the number of SST cells is dramatically reduced in the limbic system in AD. However, the reduction in SST fibers was circumscribed to the molecular layers (CA-DG) of the Hip, although without becoming significant. Interestingly, Western blot quantification did not reveal a significant reduction in SST in the Hip (Figure 4E).
2.3. Somatostatin, Amyloid-β and Tau
In the human OB, the AON is the main area expressing SST, Aβ and tau. Although the three markers were coexpressed in the AON, SST preferentially colocalized with Aβ rather than with tau in AD cases studied (Figure 5A–E). Both tau and Aβ were observed throughout the OB, but the most intense expression was in the AON (Supplementary Figure S1). These results indicate that AON is a key olfactory area with pathology and, interestingly, the main olfactory area where SST is located (Figure 5F).
In a similar manner to the OB, SST was mainly coexpressed with Aβ in the human Hip samples and rarely with tau in AD cases analyzed (Figure 6). In the Hip, tau labeling was mainly observed in the pyramidal layer (stratum pyramidal) in all subregions, whereas Aβ plaques appeared not only in the pyramidal layer but also in the molecular layer (stratum moleculare) (Figure 6A,B). In addition to tau and Aβ, SST fibers and/or SST cell debris were present in most plaques (Figure 6C,D).
2.4. Somatostatin, Amyloid-β and Astrocytes Distribution
GFAP expression differed in the OB and Hip in human brain AD samples. Astrocytes were homogenously distributed across the OB. Surprisingly, although most Aβ accumulated in the AON, only a few astrocytes were observed that formed discrete clusters within the AON compared with the rest of the OB (Figure 7A–D). Therefore, SST and Aβ were abundantly expressed in the AON, but astrocytes were not abundant. On the other hand, astrocytes and SST were localized to the same areas in the Hip, especially in the molecular layers of CA-DG. In addition, the Aβ plaques commonly expressed SST and were surrounded by astrocytes. Interestingly, the Aβ plaques located close to the stratum moleculare coexpressed the highest level of SST and were surrounded by more astrocytes, indicating a specific spatial distribution of these three markers in this hippocampal subregion (Figure 7E–H).
3. Discussion
Research on SST in AD peaked during the 1980s and mostly focused on classical histological descriptions. Nonetheless, at that time, SST was highlighted as one of the most affected markers of the disease, particularly in the temporal lobe [22]. However, there was less interest in SST during subsequent decades, and the number of investigations was limited. Here, using unbiased stereology quantification, we discovered differential SST-expression in AD in distinct limbic areas, with molecular layers in the hip being the most affected. We also confirmed that SST is preferentially coexpressed with Aβ rather than with tau. In addition, we discovered a particular spatial relationship between astrocytes, Aβ and SST that varied in the different brain regions studied.
In the OB, most SST-expressing cells and fibers were present in the AON. In addition, tau and Aβ pathologies filled the AON. As a key structure involved in olfactory information processing, the accumulation of the pathology within the AON may underlie olfactory deficits and can correlate with early stages of AD [23]. Although we did not observe an SST reduction in the OB, its coexpression with Aβ was clear. Therefore, SST abnormalities in the olfactory cortex may underlie olfactory impairment [24]. In addition, SST expression in the cortical portion of the AON is drastically reduced [25]. However, in this study, we showed no variation in SST in the bulbar portion of the AON, which may indicate that the pathology progresses in an anterograde manner.
In the Hip, most SST-positive neurons are within the stratum oriens in CA fields, inhibiting pyramidal cells by projecting over distal dendrites located in the molecular layer [26]. Interestingly, in the molecular layer, we found the highest expression of SST, the highest accumulation of astrocytes, and the greatest number of Aβ plaques colocalized with highly expressed SST (Supplementary Figure S2). Even though SST fibers were easy to define, SST labeling in amyloid plaques could correspond to fibers, debris or released SST. Interestingly, no labeling of Aβ nor Tau was found in the stratum oriens, where SST-cell bodies are mainly located. Therefore, the pathology linked to Aβ and Tau is mostly associated with SST fibers or released SST, rather than SST-cell bodies. In addition, the molecular layers of CA1 region also exhibited clusters of microglial cells, which frequently colocalized with Aβ, and SST as well (Supplementary Figure S3). This layer also includes the perforant pathway, which contains axonal projections from the entorhinal cortex to the CA1 subregion, among others, and it is involved in early memory loss [27]. Moreover, these projections may be related to the anterograde spreading of pathological Aβ and tau proteins [28,29]. Recent investigations have confirmed that the dysfunction of SST-expressing interneurons placed in the stratum oriens underlies memory impairment in an AD mouse model [30]. On the other hand, Western blot analyses referred no significant reduction in SST levels in the Hip. Here, we have shown a reduction only in SST cell number but not in SST fibers. In addition, the number of cells is severely reduced as compare with the area occupied by fibers. Hence, we can presume that somatostatin remains in AD brains mainly as fibers. Our results, therefore, suggest that the CA molecular layer is particularly implicated in AD.
Despite controversy regarding the subregions affected early in AD and their utility as biomarkers in clinical diagnosis, CA1 is the region most affected by pathology [31]. The depletion of SST in this and other subregions has been proposed as a key factor in the accumulation of Aβ through downregulation of neprilisyn, which is the main Aβ-degrading enzyme [32]. In fact, transgenic mice intravenously injected with constructs of SST that permeate the blood–brain barrier exhibit increased neprilisyn enzyme levels and decreased Aβ accumulation, suggesting that SST is a useful therapeutic agent [33]. However, astrocytes functionally interact to activate SST cells for the inhibition of pyramidal cells through the overexpression of adenosine A1 receptors [34]. Moreover, astrocytes can slow the accumulation of both Aβ and tau pathologic proteins [20]. In addition, a recent study indicates that blocking microglia stops proinflammatory response, preventing astrocyte reactivity [35]. It is well known that the number of astrocytes does not vary in AD, but they become reactive, inducing neuroinflammatory processes [36]. Our results point to the molecular layers of CA-DG regions, where reactive astrocytes were more abundant (Figure 7E). Thus, this could indicate that the specific subregion might be deeply involved in neurodegenerative processes, such as neuroinflammation, oxidative stress or synaptic dysfunction, all related to reactive astrocytes in AD [37]. However, astrocytes and SST may both have negative implications on disease progression. On the one hand, astrocytes may have neuroprotective functions but, on the other hand, they may also promote neurodegeneration [38]. Moreover, SST can promote the oligomerization of Aβ, which relates it to the etiology of the disease [14] and its administration improves cognitive deficits [39]. Furthermore, SST will be released in the molecular layers of CA-DG at the extracellular space, where it may interact with Aβ isoforms and induce Aβ oligomerization (Supplementary Figure S2). Nonetheless, either for their involvement in neuroprotective actions or for neurodegenerative effects, astrocytes and SST-expressing interneurons might be potential therapeutic targets and/or powerful tools for diagnosis (Figure 8).
In summary, the aim of this work was to stereologically quantify SST cells and fibers in the human limbic system, including the Hip and OB. In addition, using confocal microscopy, we studied the coexpression of SST with Aβ peptide and tau protein, which are the two main pathological features of AD, and the coexpression of SST with astroglia was also examined. The results indicate distinct levels of involvement between the different brain regions studied and specifically reveal the reduction in cell bodies instead of fibers in the hippocampus. In addition, SST was preferentially coexpressed with Aβ but rarely with tau. Interestingly, the SST and astrocyte distributions overlapped. Altogether, we can conclude that SST interneurons are one of the most affected cell types in the Hip in AD. Moreover, SST may act as auspicious sites for Aβ aggregation.
4. Materials and Methods
4.1. Human Samples
Cases and data were obtained from IDIBAPS, BIOBANK-MUR, BTCIEN and BPA, which were integrated into the Spanish National Biobanks Network. Experimental procedures were approved by the Ethical Committee of Clinical Research at Ciudad Real University Hospital (SAF2016-75768-R and PID2019-108659RB-I00). A total of 50 cases were selected for the study: 30 cases were samples of OB (15 cases of AD and 15 cases classified as non-AD) (Table 1), and 20 cases were samples of Hip (10 cases of AD and 10 cases classified as non-AD) (Table 2). Formalin-fixed samples were used for immunohistochemistry and stereological quantifications, and fresh-frozen samples were used for Western blotting.
Table 1.
Case | DxAP | Sex | Age | PMD (h) | Brain Weight | Braak Stage | Disease Duration (Years) | Cause of Death | Treatment |
---|---|---|---|---|---|---|---|---|---|
31 | AD | F | 90 | 12 | 920 | VI | - | Acute respiratory failure, respiratory infection and Alzheimer’s disease | Fresh-frozen |
32 | AD | F | 81 | 6 | 935 | VI | 15 | Cardiorespiratory arrest | Fresh-frozen |
33 | AD | F | 80 | 5 | 1060 | VI | 8.5 | Acute heart failure | Fresh-frozen |
34 | AD | M | 80 | 21 | 1300 | VI | - | Respiratory failure; bronchoaspiration | Fresh-frozen |
35 | AD | F | 76 | 11 | 900 | VI | - | Respiratory failure | Fresh-frozen |
36 | AD | F | 83 | 2 | 1000 | VI | 9 | Respiratory failure | Formalin-fixed |
37 | AD | F | 85 | 2 | 1150 | VI | 7 | Respiratory failure | Formalin-fixed |
38 | AD | M | 75 | 3 | 1050 | V | 4 | Multiorgan failure | Formalin-fixed |
39 | AD | F | 84 | 2 | 920 | V | 11 | - | Formalin-fixed |
40 | AD | M | 77 | 6 | 1060 | VI | 10 | Acute Respiratory infection | Formalin-fixed |
41 | Non-AD | F | 37 | 9 | 1200 | - | - | Septic Shock | Fresh-frozen |
42 | Non-AD | F | 83 | 7 | 1320 | - | - | - | Fresh-frozen |
43 | Non-AD | M | 68 | 4 | 1350 | - | - | Sepsis | Fresh-frozen |
44 | Non-AD | F | 82 | 4 | 800 | - | - | Cardiorespiratory arrest | Fresh-frozen |
45 | Non-AD | F | 71 | 7 | 975 | - | - | Respiratory failure | Fresh-frozen |
46 | Non-AD | F | 62 | 2 | 1050 | - | Multiorgan failure | Formalin-fixed | |
47 | Non-AD | M | 58 | 6 | 1500 | - | Cardiorespiratory arrest | Formalin-fixed | |
48 | Non-AD | M | 53 | 5 | 1300 | - | 2 | Respiratory failure | Formalin-fixed |
49 | Non-AD | M | 78 | 4 | 1100 | - | 1.5 | Respiratory failure | Formalin-fixed |
50 | Non-AD | M | 63 | 2 | 1400 | - | 1.5 | Respiratory failure | Formalin-fixed |
Table 2.
Case | DxAP | Sex | Age | PMD (h) | Brain Weight | Braak Stage | Disease Duration (Years) | Cause of death | Treatment |
---|---|---|---|---|---|---|---|---|---|
1 | AD | M | 78 | 5 | - | V | - | - | Fresh-frozen |
2 | AD | M | 85 | 3 | 1130 | VI | 4 | High digestive hemorrhage | Fresh-frozen |
3 | AD | M | 73 | 13 | 1290 | V | 2 | Cardiorespiratory arrest; severe sepsis respiratory focus | Fresh-frozen |
4 | AD | M | 82 | 4 | 1105 | V | 6 | Cardiorespiratory arrest; renal insufficiency | Fresh-frozen |
5 | AD | M | 75 | 6 | 1080 | VI | 10 | Respiratory infection (Bronchoaspiration) | Fresh-frozen |
6 | AD | F | 91 | 8 | - | V | nd | - | Fresh-frozen |
7 | AD | F | 80 | 5 | 1060 | VI | 8.5 | Acute heart failure | Fresh-frozen |
8 | AD | F | 79 | 15 | 1195 | V | 4 | Respiratory failure | Fresh-frozen |
9 | AD | F | 81 | 13 | 920 | VI | 20 | Multiorgan failure | Fresh-frozen |
10 | AD | F | 81 | 6 | 935 | VI | 15 | Cardiorespiratory arrest | Fresh-frozen |
11 | AD | F | 76 | 11 | - | VI | - | - | Formalin-fixed |
12 | AD | M | 69 | 2 | - | VI | - | Multiorgan failure | Formalin-fixed |
13 | AD | F | 67 | 4 | - | VI | - | Pneumonia (Bronchoaspiration) | Formalin-fixed |
14 | AD | M | 67 | 4 | - | VI | - | - | Formalin-fixed |
15 | AD | F | 78 | 8 | 970 | VI | - | - | Formalin-fixed |
16 | Non-AD | M | 68 | 4 | 1350 | - | - | Sepsis | Fresh-frozen |
17 | Non-AD | M | 88 | 0 | 1285 | - | - | - | Fresh-frozen |
18 | Non-AD | M | 40 | 5 | 1400 | - | - | - | Fresh-frozen |
19 | Non-AD | M | 46 | 3 | 610 | - | - | Respiratory infection | Fresh-frozen |
20 | Non-AD | M | 43 | 5 | 1412 | - | - | Septic shock secondary to pneumonia | Fresh-frozen |
21 | Non-AD | F | 49 | 2 | 1500 | - | - | Cardiorespiratory arrest | Fresh-frozen |
22 | Non-AD | F | 59 | 4 | 1500 | - | - | Respiratory failure | Fresh-frozen |
23 | Non-AD | F | 57 | 13 | 1335 | - | - | Respiratory failure | Fresh-frozen |
24 | Non-AD | F | 41 | 3 | 1295 | - | - | Renal insufficiency | Fresh-frozen |
25 | Non-AD | F | 71 | 7 | 975 | - | - | Cardiorespiratory arrest | Fresh-frozen |
26 | Non-AD | M | 77 | 10 | - | - | - | - | Formalin-fixed |
27 | Non-AD | F | 82 | 4 | - | - | - | Respiratory failure | Formalin-fixed |
28 | Non-AD | M | 68 | 4 | - | - | - | Cardiorespiratory arrest | Formalin-fixed |
29 | Non-AD | M | 83 | 13 | 1630 | - | - | Cardiorespiratory arrest | Formalin-fixed |
30 | Non-AD | M | 78 | 6 | - | I | - | - | Formalin-fixed |
To ensure that the experimental conditions were uniform, formalin-fixed samples from different tissue banks were postfixed in fresh phosphate-buffered 4% paraformaldehyde for 45 days. For cryoprotection, blocks were immersed for 48 h in a phosphate buffered (PB) solution of 2% dimethyl sulfoxide (DMSO) and 10% glycerol followed by 48 h in a PB solution of 2% DMSO and 20% glycerol. A freezing sliding microtome was used to obtain 50 μm-thick hippocampal coronal sections and bulbar horizontal sections. Thirteen series from Hip and 5 series from the OB were obtained for each block with 650 μm intervals between sections. The first series was used for Nissl-staining. The remaining series were stored in 24-well plates at −20 °C in 30% ethylene glycol and 20% glycerol in a 0.1 M, pH 7.4 PB solution.
4.2. Stereological Quantifications
The OB and hippocampal volumes, the number of SST-expressing cells and the area fraction occupied by SST fibers were quantified under a Zeiss Axio Imager M.2 microscope coupled with stereological software (StereoInvestigator, MBF Bioscience®, Williston, VT, USA). Four sections per case were selected for quantification either throughout 2.6 mm of the rostrocaudal axis of the Hip from 16 to 23.9 mm from bregma or for the whole OB [40]. Hippocampal subfields were delimited with a 1× objective (ZEISS Plan-NEOFLUAR 1×/0.025, Ref. 420300-9900) and quantified with a 40× objective (Zeiss Plan-APOCHROMAT 40x/0.95 CorrM27, Ref. 420660-9970).
Volume estimation was carried out using the Cavalieri estimator probe in the case of the OB and with planimetry metrics obtained from the area fraction fractionator (AFF) probe for the different hippocampal regions of interest. The number of SST-expressing cells was quantified using an optical fractionator probe, and SST fiber area fractions were assessed with an AFF probe. For the OB, the dissector height (Z) was established as 14 µm, the guard zones were 2 µm and the counting frame area was 10,000 µm2. In the case of Hip, the dissector height was established as 8 µm, the guard zones were 2 µm and the counting frame area was 10,000 µm2. For the AFF probe, the counting frame area was 10,000 µm2, and 15 µm grid spacing was used for each subregion of both Hip and OB (for details see Supplementary Data 1).
4.3. Immunohistochemistry and Immunofluorescence
Tissue epitopes were unmasked by boiling the tissue under pressure for 2 min in citrate buffer. Sections were immersed in formic acid for 3 min and rinsed in phosphate-buffered saline (PBS). Endogenous peroxidase activity was inhibited by incubating in 1% H2O2 in PBS for 20 min. Sections were preincubated for 1 h with blocking buffer and were incubated overnight at 4 °C with primary antibodies (for details, see Supplementary Table S2). Sections were then incubated in secondary biotinylated anti-rabbit antibody (1:200; Vector Laboratories, Burlingame, CA, USA) for 2 h at room temperature and in avidin–biotin complex (ABC Standard; Vector Laboratories) followed by 0.025% 3.3′-diaminobenzidine and 0.1% H2O2. Sections were mounted, Nissl-counterstained with cresyl violet, dried, dehydrated and coverslipped with DPX (Sigma-Aldrich, Waltham, MA USA).
For immunofluorescence analysis, tissue epitopes were unmasked under pressure for 2 min in citrate buffer and subsequently exposed to UV light for 24 h to reduce autofluorescence. Sections were incubated with blocking buffer for 2 h and primary antibodies (Tau, Aβ, SST and GFAP) overnight at 4 °C. Later, sections were incubated with Alexa 568 anti-rabbit, Alexa 488 anti-mouse or Alexa 647 anti-goat (1:200; Thermo Fisher, Waltham, MA, USA) for 2 h and then with DAPI 0.05% for 10 min at room temperature. Sections were mounted and coverslipped with PVA-DABCO.
4.4. Western Blotting
For Western blotting, frozen samples were homogenized with RIPA buffer and micropestles and then incubated for 2 h at 4 °C. Protein extraction was performed by centrifugation at 12,000× g and 4 °C for 5 min, and the supernatant was collected. Protein concentrations were quantified using a bicinchoninic acid assay (BCA; Sigma Aldrich). Thirty micrograms of protein for each sample were prepared using 6.25 μL of Laemmli buffer and 0.2 M PBS. Then, samples were loaded on 10% SDS-Tris-Trizma-polyacrylamide gels followed by electrophoresis and transfer to nitrocellulose (OB samples) or PVDF (Hip samples) (Bio-Rad, Hercules, CA, USA) membranes for 30 min at 1.0 A and 25 V constant in transfer buffer (25 mM Tris-HCl, pH 8.8, 192 mM glycine, and 20% methanol). Membranes were stained with Ponceau red, faded with distilled water and blocked in 5% BSA in TTBS (0.1% Tween-20, 0.06 M NaCl, 0.2 M Tris-hydroxymethyl-aminomethane, pH 8.8) for 1 h at room temperature and then incubated with SST primary antibody overnight at 4 °C. After secondary antibody incubation (1:5000 in 1% BSA, Eurogentec, Cultek) for 1 h, the membranes were washed with TTBS and developed with Clarity Western ECL substrate according to the manufacturer’s directions (Thermo Fisher Scientific). GAPDH was used as a housekeeping protein. The images were captured with a Syngene G:Box (GeneSys software) and were then analyzed using ImageJ (Fiji, Gensys software, Cambridge UK).
4.5. Statistical Analysis
Statistical analyses were carried out using GraphPad Prism® software (v6.01; La Jolla, CA, USA). Normality and outliers were analyzed by the Kolmogorov–Smirnov test and Rout’s, respectively. When data reached normality, a two-tailed t-test was used. In contrast, when data did not reach normality, the Mann–Whitney U test was performed. For multiple comparations, the two-way ANOVA test was used. Level of significance was stablished as α = 0.05. Data are represented as the mean ± standard error of the mean.
5. Conclusions
In summary, SST and Aβ have a tight spatial distribution in the limbic system, highlighting the AON in the OB and the stratum moleculare in the Hip, respectively. The molecular layer of CA, in addition, is the most affected region in AD when comparing all analyzed areas. Interestingly, astrocytes and SST are specifically represented in this layer, and Aβ plaques coexpress high amounts of SST and induce the astrocytic response. In conclusion, we define the molecular layer of CA-DG as the main area involved in the accumulation of astrocytes and SST neurodegeneration in AD.
Acknowledgments
The authors are indebted to our donors and to IDIBAPS, BIOBANK-MUR, BTCIEN and Biobanco del Principado de Asturias integrated in the Spanish National Biobanks Network for providing the samples used in this study.
Supplementary Materials
The following are available online at https://www.mdpi.com/article/10.3390/ijms22168434/s1.
Author Contributions
Conceptualization, D.S.-S. and A.M.-M.; methodology, M.G.-R., P.V.-A. and M.E.P.-R.; software, A.F.-C.; validation, M.G.-R., P.V.-A., S.V.-C. and V.A.-L.; formal analysis, M.G.-R. and V.A.-L.; investigation, M.G.-R. and V.A.-L.; resources, P.V.-A. and I.U.-B.; data curation, A.F.-C.; writing—original draft preparation, M.G.-R., V.A.-L. and M.E.P.-R.; writing—review and editing, D.S.-S. and A.M.-M.; visualization, I.U.-B.; supervision, D.S.-S.; project administration, A.M.-M.; funding acquisition, A.M.-M. and D.S.-S. All authors have read and agreed to the published version of the manuscript.
Funding
The research was funded by the UCLM/ERDF (2020-GRIN-29145 to NPND), Spanish Ministries of Economy and Competitiveness/ERDF (grant no. SAF2016-75768-R) and Science and Innovation (grant no. PID2019-108659RB-I00) to AMM and Autonomous Government of Castilla- La Mancha/ERDF (grant no. SBPLY/17/180501/000430) to AMM and DSS. MGR and SVC held a predoctoral fellowship granted by UCLM/ESF and VAL held an assistant professorship granted by UCLM/ERDF.
Institutional Review Board Statement
The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Ethics Committee of Clinical Research at Ciudad Real University Hospital (SAF2016-75768-R and PID2019-108659RB-I00)”.
Informed Consent Statement
Human samples and data were provided from IDIBAPS, BIOBANC-MUR, BTCIEN and BPA, integrated in the Spanish National Biobanks Network, and they were processed following standard operating procedures with the appropriate approval of the Ethical and Scientific Committees. These protocols included written consent of donors.
Data Availability Statement
All data is included in the main manuscript together with the supplementary data.
Conflicts of Interest
The authors declare no conflict of interest.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Wilson R.S., Arnold S.E., Schneider J.A., Boyle P.A., Buchman A.S., Bennett D.A. Olfactory impairment in presymptomatic Alzheimer’s disease. Ann. N. Y. Acad. Sci. 2009;1170:730–735. doi: 10.1111/j.1749-6632.2009.04013.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Ballard C., Gauthier S., Corbett A., Brayne C., Aarsland D., Jones E. Alzheimer’s disease. Lancet. 2011;377:1019–1031. doi: 10.1016/S0140-6736(10)61349-9. [DOI] [PubMed] [Google Scholar]
- 3.Hampel H., Mesulam M.M., Cuello A.C., Farlow M.R., Giacobini E., Grossberg G.T., Khachaturian A.S., Vergallo A., Cavedo E., Snyder P.J., et al. The cholinergic system in the pathophysiology and treatment of Alzheimer’s disease. Brain. 2018;141:1917–1933. doi: 10.1093/brain/awy132. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Busche M.A., Hyman B.T. Synergy between amyloid-beta and tau in Alzheimer’s disease. Nat. Neurosci. 2020;23:1183–1193. doi: 10.1038/s41593-020-0687-6. [DOI] [PubMed] [Google Scholar]
- 5.Braak H., Braak E. Neuropathological stageing of Alzheimer-related changes. Acta Neuropathol. 1991;82:239–259. doi: 10.1007/BF00308809. [DOI] [PubMed] [Google Scholar]
- 6.Attems J., Lintner F., Jellinger K.A. Olfactory involvement in aging and Alzheimer’s disease: An autopsy study. J. Alzheimers Dis. 2005;7:149–157. doi: 10.3233/JAD-2005-7208. [DOI] [PubMed] [Google Scholar]
- 7.Murphy C. Olfactory and other sensory impairments in Alzheimer disease. Nat. Rev. Neurol. 2019;15:11–24. doi: 10.1038/s41582-018-0097-5. [DOI] [PubMed] [Google Scholar]
- 8.Martel G., Dutar P., Epelbaum J., Viollet C. Somatostatinergic systems: An update on brain functions in normal and pathological aging. Front. Endocrinol. 2012;3:154. doi: 10.3389/fendo.2012.00154. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Yavorska I., Wehr M. Somatostatin-Expressing Inhibitory Interneurons in Cortical Circuits. Front. Neural Circuits. 2016;10:76. doi: 10.3389/fncir.2016.00076. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Viollet C., Lepousez G., Loudes C., Videau C., Simon A., Epelbaum J. Somatostatinergic systems in brain: Networks and functions. Mol. Cell. Endocrinol. 2008;286:75–87. doi: 10.1016/j.mce.2007.09.007. [DOI] [PubMed] [Google Scholar]
- 11.Song Y.H., Yoon J., Lee S.H. The role of neuropeptide somatostatin in the brain and its application in treating neurological disorders. Exp. Mol. Med. 2021;53:328–338. doi: 10.1038/s12276-021-00580-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Roberts G.W., Crow T.J., Polak J.M. Location of neuronal tangles in somatostatin neurones in Alzheimer’s disease. Nature. 1985;314:92–94. doi: 10.1038/314092a0. [DOI] [PubMed] [Google Scholar]
- 13.Saito T., Iwata N., Tsubuki S., Takaki Y., Takano J., Huang S.M., Suemoto T., Higuchi M., Saido T.C. Somatostatin regulates brain amyloid beta peptide Abeta42 through modulation of proteolytic degradation. Nat. Med. 2005;11:434–439. doi: 10.1038/nm1206. [DOI] [PubMed] [Google Scholar]
- 14.Wang H., Muiznieks L.D., Ghosh P., Williams D., Solarski M., Fang A., Ruiz-Riquelme A., Pomes R., Watts J.C., Chakrabartty A., et al. Somatostatin binds to the human amyloid beta peptide and favors the formation of distinct oligomers. eLife. 2017:6. doi: 10.7554/eLife.28401. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Saiz-Sanchez D., Ubeda-Banon I., Flores-Cuadrado A., Gonzalez-Rodriguez M., Villar-Conde S., Astillero-Lopez V., Martinez-Marcos A. Somatostatin, Olfaction, and Neurodegeneration. Front. Neurosci. 2020;14:96. doi: 10.3389/fnins.2020.00096. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Cai Z., Wan C.Q., Liu Z. Astrocyte and Alzheimer’s disease. J. Neurol. 2017;264:2068–2074. doi: 10.1007/s00415-017-8593-x. [DOI] [PubMed] [Google Scholar]
- 17.Hickman S., Izzy S., Sen P., Morsett L., El Khoury J. Microglia in neurodegeneration. Nat. Neurosci. 2018;21:1359–1369. doi: 10.1038/s41593-018-0242-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Cai Z., Hussain M.D., Yan L.J. Microglia, neuroinflammation, and beta-amyloid protein in Alzheimer’s disease. Int. J. Neurosci. 2014;124:307–321. doi: 10.3109/00207454.2013.833510. [DOI] [PubMed] [Google Scholar]
- 19.Lackie R.E., Maciejewski A., Ostapchenko V.G., Marques-Lopes J., Choy W.Y., Duennwald M.L., Prado V.F., Prado M.A.M. The Hsp70/Hsp90 Chaperone Machinery in Neurodegenerative Diseases. Front. Neurosci. 2017;11:254. doi: 10.3389/fnins.2017.00254. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Kreiser R.P., Wright A.K., Block N.R., Hollows J.E., Nguyen L.T., LeForte K., Mannini B., Vendruscolo M., Limbocker R. Therapeutic Strategies to Reduce the Toxicity of Misfolded Protein Oligomers. Int. J. Mol. Sci. 2020;21:8651. doi: 10.3390/ijms21228651. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Li J.G., Chiu J., Ramanjulu M., Blass B.E., Pratico D. A pharmacological chaperone improves memory by reducing Abeta and tau neuropathology in a mouse model with plaques and tangles. Mol. Neurodegener. 2020;15:1. doi: 10.1186/s13024-019-0350-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Beal M.F., Mazurek M.F., Svendsen C.N., Bird E.D., Martin J.B. Widespread reduction of somatostatin-like immunoreactivity in the cerebral cortex in Alzheimer’s disease. Ann. Neurol. 1986;20:489–495. doi: 10.1002/ana.410200408. [DOI] [PubMed] [Google Scholar]
- 23.Winchester R.L., Martyn K. Could Early Identification of Changes in Olfactory Function Be an Indicator of Preclinical Neurodegenerative Disease? A Systematic Review. Neurol. Ther. 2020;9:243–263. doi: 10.1007/s40120-020-00199-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Large A.M., Kunz N.A., Mielo S.L., Oswald A.M. Inhibition by Somatostatin Interneurons in Olfactory Cortex. Front. Neural Circuits. 2016;10:62. doi: 10.3389/fncir.2016.00062. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Saiz-Sanchez D., Ubeda-Banon I., de la Rosa-Prieto C., Argandona-Palacios L., Garcia-Munozguren S., Insausti R., Martinez-Marcos A. Somatostatin, tau, and beta-amyloid within the anterior olfactory nucleus in Alzheimer disease. Exp. Neurol. 2010;223:347–350. doi: 10.1016/j.expneurol.2009.06.010. [DOI] [PubMed] [Google Scholar]
- 26.Booker S.A., Vida I. Morphological diversity and connectivity of hippocampal interneurons. Cell Tissue Res. 2018;373:619–641. doi: 10.1007/s00441-018-2882-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Llorens-Martin M., Blazquez-Llorca L., Benavides-Piccione R., Rabano A., Hernandez F., Avila J., DeFelipe J. Selective alterations of neurons and circuits related to early memory loss in Alzheimer’s disease. Front. Neuroanat. 2014;8:38. doi: 10.3389/fnana.2014.00038. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Liu L., Drouet V., Wu J.W., Witter M.P., Small S.A., Clelland C., Duff K. Trans-synaptic spread of tau pathology in vivo. PLoS ONE. 2012;7:e31302. doi: 10.1371/journal.pone.0031302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Harris J.A., Devidze N., Verret L., Ho K., Halabisky B., Thwin M.T., Kim D., Hamto P., Lo I., Yu G.Q., et al. Transsynaptic progression of amyloid-beta-induced neuronal dysfunction within the entorhinal-hippocampal network. Neuron. 2010;68:428–441. doi: 10.1016/j.neuron.2010.10.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Schmid L.C., Mittag M., Poll S., Steffen J., Wagner J., Geis H.R., Schwarz I., Schmidt B., Schwarz M.K., Remy S., et al. Dysfunction of Somatostatin-Positive Interneurons Associated with Memory Deficits in an Alzheimer’s Disease Model. Neuron. 2016;92:114–125. doi: 10.1016/j.neuron.2016.08.034. [DOI] [PubMed] [Google Scholar]
- 31.de Flores R., La Joie R., Chetelat G. Structural imaging of hippocampal subfields in healthy aging and Alzheimer’s disease. Neuroscience. 2015;309:29–50. doi: 10.1016/j.neuroscience.2015.08.033. [DOI] [PubMed] [Google Scholar]
- 32.Hama E., Saido T.C. Etiology of sporadic Alzheimer’s disease: Somatostatin, neprilysin, and amyloid beta peptide. Med. Hypotheses. 2005;65:498–500. doi: 10.1016/j.mehy.2005.02.045. [DOI] [PubMed] [Google Scholar]
- 33.Rofo F., Ugur Yilmaz C., Metzendorf N., Gustavsson T., Beretta C., Erlandsson A., Sehlin D., Syvanen S., Nilsson P., Hultqvist G. Enhanced neprilysin-mediated degradation of hippocampal Abeta42 with a somatostatin peptide that enters the brain. Theranostics. 2021;11:789–804. doi: 10.7150/thno.50263. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Matos M., Bosson A., Riebe I., Reynell C., Vallee J., Laplante I., Panatier A., Robitaille R., Lacaille J.C. Astrocytes detect and upregulate transmission at inhibitory synapses of somatostatin interneurons onto pyramidal cells. Nat. Commun. 2018;9:4254. doi: 10.1038/s41467-018-06731-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Park J.S., Kam T.I., Lee S., Park H., Oh Y., Kwon S.H., Song J.J., Kim D., Kim H., Jhaldiyal A., et al. Blocking microglial activation of reactive astrocytes is neuroprotective in models of Alzheimer’s disease. Acta Neuropathol. Commun. 2021;9:78. doi: 10.1186/s40478-021-01180-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Verkhratsky A., Olabarria M., Noristani H.N., Yeh C.Y., Rodriguez J.J. Astrocytes in Alzheimer’s disease. Neurotherapeutics. 2010;7:399–412. doi: 10.1016/j.nurt.2010.05.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Gonzalez-Reyes R.E., Nava-Mesa M.O., Vargas-Sanchez K., Ariza-Salamanca D., Mora-Munoz L. Involvement of Astrocytes in Alzheimer’s Disease from a Neuroinflammatory and Oxidative Stress Perspective. Front. Mol. Neurosci. 2017;10:427. doi: 10.3389/fnmol.2017.00427. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Arranz A.M., De Strooper B. The role of astroglia in Alzheimer’s disease: Pathophysiology and clinical implications. Lancet Neurol. 2019;18:406–414. doi: 10.1016/S1474-4422(18)30490-3. [DOI] [PubMed] [Google Scholar]
- 39.Craft S., Asthana S., Newcomer J.W., Wilkinson C.W., Matos I.T., Baker L.D., Cherrier M., Lofgreen C., Latendresse S., Petrova A., et al. Enhancement of memory in Alzheimer disease with insulin and somatostatin, but not glucose. Arch. Gen. Psychiatry. 1999;56:1135–1140. doi: 10.1001/archpsyc.56.12.1135. [DOI] [PubMed] [Google Scholar]
- 40.Mai J.K., Paxinos G., Voss T. Atlas of the Human Brain. Academic Press; New York, NY, USA: 2007. [Google Scholar]
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