| Literature DB >> 34970419 |
Yuri Mizuno1,2, Nona Abolhassani1, Guianfranco Mazzei1, Kunihiko Sakumi1, Takashi Saito3,4, Takaomi C Saido4, Toshiharu Ninomiya5, Toru Iwaki6, Ryo Yamasaki2, Jun-Ichi Kira2,7, Yusaku Nakabeppu1.
Abstract
Oxidative stress is a major risk factor for Alzheimer's disease (AD), which is characterized by brain atrophy, amyloid plaques, neurofibrillary tangles, and loss of neurons. 8-Oxoguanine, a major oxidatively generated nucleobase highly accumulated in the AD brain, is known to cause neurodegeneration. In mammalian cells, several enzymes play essential roles in minimizing the 8-oxoguanine accumulation in DNA. MUTYH with adenine DNA glycosylase activity excises adenine inserted opposite 8-oxoguanine in DNA. MUTYH is reported to actively contribute to the neurodegenerative process in Parkinson and Huntington diseases and some mouse models of neurodegenerative diseases by accelerating neuronal dysfunction and microgliosis under oxidative conditions; however, whether or not MUTYH is involved in AD pathogenesis remains unclear. In the present study, we examined the contribution of MUTYH to the AD pathogenesis. Using postmortem human brains, we showed that various types of MUTYH transcripts and proteins are expressed in most hippocampal neurons and glia in both non-AD and AD brains. We further introduced MUTYH deficiency into App NL-G-F/NL-G-F knock-in AD model mice, which produce humanized toxic amyloid-β without the overexpression of APP protein, and investigated the effects of MUTYH deficiency on the behavior, pathology, gene expression, and neurogenesis. MUTYH deficiency improved memory impairment in App NL-G-F/NL-G-F mice, accompanied by reduced microgliosis. Gene expression profiling strongly suggested that MUTYH is involved in the microglial response pathways under AD pathology and contributes to the phagocytic activity of disease-associated microglia. We also found that MUTYH deficiency ameliorates impaired neurogenesis in the hippocampus, thus improving memory impairment. In conclusion, we propose that MUTYH, which is expressed in the hippocampus of AD patients as well as non-AD subjects, actively contributes to memory impairment by inducing microgliosis with poor neurogenesis in the preclinical AD phase and that MUTYH is a novel therapeutic target for AD, as its deficiency is highly beneficial for ameliorating AD pathogenesis.Entities:
Mesh:
Substances:
Year: 2021 PMID: 34970419 PMCID: PMC8714343 DOI: 10.1155/2021/8635088
Source DB: PubMed Journal: Oxid Med Cell Longev ISSN: 1942-0994 Impact factor: 6.543
Figure 1A behavioral analysis of wild-type, AppNL-G-F/NL-G-F, and AppNL-G-F/NL-G-F·Mutyh−/− mice. (a) Timelines for the behavioral analyses. After being individually housed for at least seven days, mice were randomly assigned to group A or group B for the behavioral analyses. HC = spontaneous locomotor activity in the home cage; OF = open-field test; NOR = novel object recognition test. (b–e) Spontaneous locomotor activity. Locomotor counts in the dark phase averaged over three days (8:00 pm to 8:00 am) are shown. Wild-type (Wt), AppNL-G-F/NL-G-F (NL-G-F), and AppNL-G-F/NL-G-F·Mutyh−/− (NL-G-F·Mutyh). (f–i) Open-field test. The total travel distance (cm) during 5 min is shown. (j–m) Novel object recognition test. The preference index is shown. (b, f, j) Six-month-old male mice. (c, g, k) Six-month-old female mice. (d, h, l) Twelve-month-old male mice. (e, i, m) Twelve-month-old female mice. The data are expressed as the mean ± SEM. n = 13-15 per group. Statistical analyses were performed with a one-way ANOVA (the p value is shown in each bar graph) followed by post hoc Student's t-test. ∗p < 0.05. In six-month-old female mice, a one-way ANOVA revealed marginal significance in spontaneous locomotor activity (c) and the novel object recognition test (k), so Hsu's MCB was performed. #p < 0.05.
Figure 2Immunohistochemical detection of MUTYH protein in the human brain. (a–d) Control (non-AD) brain and (e–h) AD brain. (a, e) Low-power view of hippocampal formation and parahippocampal gyrus. MUTYH immunoreactivities were detected in the GCL of the DG and in the pyramidal cell layers of the CA1-CA4 fields and subicular, entorhinal, and perirhinal cortices in both non-AD and AD brains. Nuclei were counterstained by hematoxylin. (b, f) Pyramidal cells in the CA1 field exhibit granular and diffuse MUTYH immunoreactivities in the cytoplasm (i) and to a lesser extent in the nucleus (ii). Intense immunoreactivities were evident in the perinuclear area. (c, g) Glial cells (iii) in the CA1 field exhibit weak MUTYH immunoreactivities in both the nucleus and cytoplasm. (d, h) Granule cells in DG also exhibit granular and diffuse MUTYH immunoreactivities in the cytoplasm (i) and to a lesser extent in the nucleus (ii). Scale bars: 1 mm (a, e) and 20 μm (b–d, f–h). (i) Intensity of MUTYH immunoreactivities (MUTYH IR) in the CA1 field and DG. The data are shown as boxplots with dots and whiskers indicating the minimum and maximum (n = 3). Statistical analyses were performed with Wilcoxon's rank sum test, and the p value is shown in each graph. Similar levels of MUTYH immunoreactivities were detected in both non-AD and AD hippocampi.
Figure 3Multiforms of MUTYH protein detected in the human brain. (a) Western blot detection of MUTYH proteins in non-AD and AD hippocampal extracts. (b) A quantitative analysis of the 2 major bands (60 and 47 kDa) and multiple bands of MUTYH protein with molecular weights lower than 47 kDa in non-AD and AD hippocampal extracts. The data were normalized by the β-actin levels. n = 4. Statistical analyses were performed with Wilcoxon's rank sum test, and the p value is shown in each graph. The levels of multiple bands of MUTYH protein with molecular weights lower than 47 kDa were significantly increased in the AD hippocampal extracts.
Expression of multiforms of MUTYH mRNA in the human hippocampus with or without AD pathology.
| Transcript ID | 1st exon | Splicing in exon 3 | RT-PCR product (base)a | MUTYH protein isoform no. | Non-AD | AD ( | LRc test | |||
|---|---|---|---|---|---|---|---|---|---|---|
| Meanb | SD | Meanb | SD |
| FDR | |||||
| NM_012222.3 |
| 1 | 413 | 1 | 0.022 | 0.065 | 0.175 | 0.257 | 0.096 | 0.612 |
| NM_001293190.2 |
| 2 | 383 | 6 | 0.067 | 0.138 | 0.192 | 0.245 | 0.358 | 1.000 |
| NM_001048171.2 |
| 3 | 380 | 2 | 0.320 | 0.588 | 0.312 | 0.319 | 0.810 | 1.000 |
| NM_001293192.2 |
| 4 | 316 | 8 | 0.117 | 0.188 | 0.372 | 0.371 | 0.145 | 0.734 |
| NM_001128425.2 |
| 5 | 422 | 5 | 0.155 | 0.252 | 0.145 | 0.104 | 0.783 | 1.000 |
| NM_001293191.2 |
| 1 | 278 | 7 | 0.066 | 0.153 | 0.098 | 0.162 | 0.846 | 1.000 |
| NM_001048174.2 |
| 3 | 245 | 4 | 0.679 | 1.152 | 0.360 | 0.747 | 0.581 | 1.000 |
| NM_001293195.2 |
| 5 | 395 | 4 | 0.126 | 0.087 | 0.098 | 0.114 | 0.753 | 1.000 |
| NM_001048172.2 |
| 2 | 316 | 3 | 0.204 | 0.466 | 0.095 | 0.164 | 0.569 | 1.000 |
| NM_001048173.2 |
| 3 | 313 | 4 | 0.431 | 0.584 | 0.267 | 0.369 | 0.690 | 1.000 |
| NM_001293196.2 |
| 4 | 249 | 8 | 0.093 | 0.105 | 0.218 | 0.290 | 0.393 | 1.000 |
| NM_001350650.2 |
| 3 | 380 | 9 | 0.078 | 0.207 | 0.062 | 0.087 | 0.767 | 1.000 |
| NM_001350651.2 |
| 4 | 316 | 9 | 0.026 | 0.055 | 0.051 | 0.073 | 0.709 | 1.000 |
| NR_146882.2 |
| 5 | 380 | 478 aa (52.7 kDa) | 0.548 | 0.385 | 1.579 | 0.836 | 0.070 | 0.525 |
| NR_146883.2 |
| 3 | 313 | 363 aa (39.6 kDa) | 0.372 | 0.669 | 0.308 | 0.870 | 0.860 | 1.000 |
|
| ||||||||||
| MSTRG.709.1 |
| 3 | 380 | 349 aa (37.8 kDa) | 0.343 | 0.530 | 0.677 | 0.631 | 0.369 | 1.000 |
| MSTRG.709.2 |
| 3 | 313 | 349 aa (37.8 kDa) | 0.869 | 1.181 | 0.511 | 0.741 | 0.761 | 1.000 |
| MSTRG.709.3 | Novel 1st exon | 4 | NA | 267 aa (29.4 kDa) | 1.067 | 0.865 | 1.188 | 0.656 | 0.498 | 1.000 |
| MSTRG.709.4 |
| 3 | 396 | 349 aa (37.8 kDa) | 1.175 | 0.806 | 1.123 | 0.731 | 0.787 | 1.000 |
| MSTRG.709.20 |
| 4 | 316 | NC | 0.673 | 1.035 | 0.645 | 0.483 | 0.835 | 1.000 |
| MSTRG.709.21 | Exon 3 | 1 | NA | NC | 0.611 | 0.717 | 1.379 | 1.483 | 0.179 | 0.806 |
|
| ||||||||||
| Expression level of | 11.684 | 4.594 | 13.615 | 7.139 |
| 0.103 | ||||
aSizes of RT-PCR products expected in Supplementary Figure S2 are shown. bExpression levels are shown by transcripts per million. cLikelihood ratio test using the R package edgeR; bold indicates p values < 0.05. RT-PCR = reverse transcription PCR; AD = Alzheimer's disease; SD = standard deviation; FDA = false discovery rate; NA = not amplified; NC = noncoding.
Figure 4Immunohistochemical detection of 8-oxoG in human brains. (a) Validation of 8-oxoG immunoreactivity detected by the anti-8-oxo-dG antibody. Sections of the non-AD hippocampus pretreated only with RNase were subjected to immunohistochemistry with the anti-8-oxo-dG antibody and the antibody preadsorbed by 8-oxo-dG (anti-8-oxo-dG + 8-oxo-dG) or 2′-deoxyguanosine (anti-8-oxo-dG + dG). Cytoplasmic immunoactivities were observed in the neurons of the non-AD hippocampus (left). Preadsorption of the antibody with 8-oxo-dG (middle) but not with dG (right) abolished the immunoactivity. Scale bar = 100 μm for the full image and 20 μm for magnified images. (b) Immunohistochemical detection and quantification of 8-oxoG in mitochondrial DNA of the hippocampus. The sections were pretreated only with RNase. (c) Immunohistochemical detection and quantification of 8-oxoG in nuclear DNA of the CA1 field (CA1), CA4 field (CA4), and DG. The sections were pretreated with RNase followed by HCl. Nuclear 8-oxoG immunoreactivity-positive neuron (i). Scale bars = 50 μm. The data are shown as boxplots with dots and whiskers indicating the minimum and maximum (n = 3). Statistical analyses were performed with Wilcoxon's rank sum test, and the p value is shown in each graph.
Figure 5The expression of MUTYH protein in wild-type, AppNL-G-F/NL-G-F, and AppNL-G-F/NL-G-F·Mutyh−/− mouse brains. (a) Genotyping of wild-type, AppNL-G-F/NL-G-F, and AppNL-G-F/NL-G-F·Mutyh−/− mice using tail DNA. Mutyh+ and Mutyh− alleles were amplified using specific primer sets. Lane 1, wild type; 2 and 6, AppNL-G-F/NL-G-F; 3 and 7, AppNL-G-F/NL-G-F·Mutyh−/−; 4, no tail DNA (negative control); and 5 and 8, Mutyh+/- (positive control). (b) Hippocampal extracts prepared from six-month-old wild-type (Wt), AppNL-G-F/NL-G-F (NL-G-F), and AppNL-G-F/NL-G-F·Mutyh−/− (NL-G-F·Mutyh) mice were subjected to Western blotting with the anti-MUTYH antibody. β-Actin was detected as a loading control. (c) The immunohistochemical detection of MUTYH protein in AppNL-G-F/NL-G-F (NL-G-F) and AppNL-G-F/NL-G-F·Mutyh−/− (NL-G-F·Mutyh) mouse brains. The signal was predominantly detected in cortical (cortex), pyramidal (CA1), and granular (GCL) neurons. Cytoplasmic (i) and nuclear (ii) immunoreactivities of MUTYH were detected in the neurons of the cortex. MUTYH was also expressed in glial cells (iii). Scale bar = 20 μm.
Figure 6The Aβ deposition in the AppNL-G-F/NL-G-F brain was not changed by MUTYH deficiency. (a–d) Immunohistochemistry with anti-Aβ (82E1) in the six-month-old male (a) and female (c) brain. AppNL-G-F/NL-G-F (NL-G-F) and AppNL-G-F/NL-G-F·Mutyh−/− (NL-G-F·Mutyh). Scale bar = 500 μm. (b, d) The Aβ-positive area in the hippocampus, including the CA1 field and DG (CA1 + DG) and cortex (Ctx), was measured in every 5 coronal sections (4 sections per mouse; bregma -1.555 to -2.155 mm). Statistical analyses were performed with Student's t-test, and the p value is shown in each bar graph (mean ± SEM, n = 4). (e, f) The results of a dot blot analysis of SDS-insoluble/formic acid (FA)-extractable Aβ in the six-month-old female mouse hippocampus (e) and cortex (f) with anti-Aβ (6E10) are shown. Top panels: A1 to A12, six-month-old female AppNL-G-F/NL-G-F samples; B1 to B12, six-month-old female AppNL-G-F/NL-G-F ·Mutyh−/− samples; and C1 to C3, twelve-month-old female AppNL-G-F/NL-G-F samples as a control. Bottom panels: the intensity of SDS-insoluble/FA-extractable Aβ was normalized to the brain weight, and the values are relative to the average intensity of six-month-old female AppNL-G-F/NL-G-F samples. Statistical analyses were performed with Student's t-test, and the p value is shown in each bar graph (mean ± SEM, n = 4).
The altered expression of marker genes for various brain cell types in the hippocampi of 6-month-old female wild-type, AppNL-G-F/NL-G-F, and AppNL-G-F/NL-G-F·Mutyh−/− mice.
| Cell type | Marker gene | Relative expression (% wild type) | |
|---|---|---|---|
|
|
| ||
| NSCs/NPCs |
| 87.06 |
|
|
| 87.66 | 99.31 | |
|
| 95.93 | 97.27 | |
|
| 106.44 | 106.44 | |
|
| 144.39 | 125.7 | |
|
| 104.97 | 101.4 | |
|
| 93.3 | 90.75 | |
|
| 100 | 90.75 | |
| Mean | 102.47 | 98.63 | |
| SD | 17.21 | 13.13 | |
|
| |||
| Neurons |
| 104.25 |
|
|
| 103.53 | 102.81 | |
|
| 100 | 106.44 | |
|
| 103.53 | 108.67 | |
|
| 104.25 | 107.18 | |
|
| 93.3 | 109.43 | |
|
| 98.62 | 100 | |
|
| 96.59 | 95.93 | |
|
| 91.38 | 92.02 | |
|
| 97.94 | 93.95 | |
| Mean | 101.64 | 100.87 | |
| SD | 4.4 | 6.62 | |
|
| |||
| Astrocytes |
|
|
|
|
| 102.81 | 98.62 | |
|
| 97.27 | 98.62 | |
|
| 92.02 | 100 | |
|
| 99.31 | 101.4 | |
|
| 99.31 | 99.31 | |
| Mean | 105.36 | 108.96 | |
| SD | 16.45 | 20.98 | |
|
| |||
| Oligodendrocytes |
| 96.59 | 90.13 |
|
| 91.38 | 86.45 | |
|
|
|
| |
|
| 94.61 | 92.02 | |
|
| 101.4 | 101.4 | |
|
|
|
| |
|
| 96.59 | 95.93 | |
|
|
|
| |
| Mean | 96.83 | 90.48 | |
| SD | 3.62 | 5.99 | |
|
| |||
| Microglia |
|
|
|
|
|
|
| |
|
|
|
| |
|
|
|
| |
| Mean | 134.23 | 124.87 | |
| SD | 36.84 | 29.38 | |
Genes whose expression differed significantly between AppNL-G-F/NL-G-F and AppNL-G-F/NL-G-F·Mutyh−/− are shown in bold, and genes that differed significantly from wild-type samples are italics or bold-italics. NSC = neural stem cell; NPC = neural progenitor cell; SD = standard deviation.
The altered expression of microglial stage-specific genes in the hippocampi of 6-month-old female wild-type, AppNL-G-F/NL-G-F, and AppNL-G-F/NL-G-F·Mutyh−/− mice.
| Gene | Average expression (log2) |
|
|
|
| Cell | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Symbolb | Wild type |
|
|
| Fold change |
| Fold change |
| Fold change |
| Type |
|
| 9.55 | 10.14 | 10.17 | 3.30 | 1.50 | 2.39 | 1.02 | 0.7434 | 1.53 | 3.33 | Homeostatic |
|
| 9.33 | 9.87 | 10.01 | 4.84 | 1.45 | 6.45 | 1.10 | 0.4371 | 1.60 | 2.81 | |
|
| 9.62 | 10.33 | 10.48 | 8.50 | 1.65 |
| 1.11 | 0.4902 | 1.82 | 4.99 | |
|
| 7.08 | 7.72 | 7.62 |
| 1.56 |
| -1.07 | 0.1922 | 1.46 |
| |
|
| 8.66 | 8.97 | 9.03 |
| 1.24 |
| 1.04 | 0.7342 | 1.29 |
| |
|
| 7.13 | 7.50 | 7.38 |
| 1.29 |
| -1.08 | 0.1532 | 1.19 |
| |
|
| 7.99 | 8.66 | 8.91 |
| 1.60 |
| 1.18 | 0.9048 | 1.89 |
| |
|
| 9.57 | 9.77 | 9.46 |
| 1.15 | 0.0919 | -1.24 |
| -1.08 | 0.2911 | |
|
| 7.91 | 8.00 | 8.07 | 0.0917 | 1.06 | 0.1379 | 1.05 | 0.4195 | 1.11 |
| |
|
| 8.22 | 8.38 | 8.31 | 0.1034 | 1.12 |
| -1.05 | 0.2926 | 1.06 | 0.2214 | |
|
| 7.92 | 8.00 | 8.09 | 0.163 | 1.06 | 0.8204 | 1.06 | 0.085 | 1.12 | 0.1228 | |
|
| 11.42 | 11.51 | 11.36 | 0.3314 | 1.06 |
| -1.11 | 0.2231 | -1.05 | 0.9107 | |
|
| |||||||||||
|
| 6.61 | 7.37 | 7.17 | 8.50 | 1.69 | 6.45 | -1.14 | 0.1519 | 1.47 | 8.60 | Stage 1 DAM |
|
| 10.90 | 11.60 | 11.31 |
| 1.63 | 6.45 | -1.23 |
| 1.33 |
| |
|
| 5.96 | 7.10 | 6.67 |
| 2.21 |
| -1.35 |
| 1.64 |
| |
|
| 11.24 | 11.57 | 11.68 |
| 1.26 |
| 1.08 | 0.4576 | 1.36 |
| |
|
| 11.65 | 11.76 | 11.81 | 0.0677 | 1.07 | 0.053 | 1.04 | 0.8195 | 1.11 |
| |
|
| 10.13 | 10.11 | 9.25 | 0.0753 | -1.01 | 0.7337 | -1.82 |
| -1.84 | 0.0655 | |
|
| 7.43 | 7.57 | 7.34 | 0.1574 | 1.10 | 0.2916 | -1.18 | 0.0614 | -1.07 | 0.3341 | |
|
| 5.54 | 5.71 | 5.85 | 0.3992 | 1.13 | 0.1978 | 1.11 | 0.6835 | 1.24 | 0.357 | |
|
| 7.82 | 7.89 | 7.81 | 0.5273 | 1.05 | 0.4561 | -1.06 | 0.2807 | -1.01 | 0.7201 | |
|
| 13.00 | 13.03 | 13.03 | 0.7389 | 1.02 | 0.4795 | 1.00 | 0.9052 | 1.02 | 0.5536 | |
|
| |||||||||||
|
| 7.90 | 8.88 | 8.68 | 3.18 | 1.97 | 1.21 | -1.15 |
| 1.71 | 1.25 | Stage 2 DAM |
|
| 4.53 | 6.36 | 6.52 | 6.46 | 3.56 | 8.43 | 1.11 | 0.3111 | 3.97 | 4.17 | |
|
| 5.53 | 7.64 | 6.95 | 2.62 | 4.33 | 9.18 | -1.61 |
| 2.69 | 1.27 | |
|
| 7.01 | 7.73 | 7.50 | 4.52 | 1.65 | 1.73 | -1.17 |
| 1.41 | 1.61 | |
|
| 5.13 | 5.59 | 5.79 | 6.78 | 1.37 |
| 1.15 | 0.0709 | 1.58 | 2.52 | |
|
| 4.78 | 5.90 | 5.46 |
| 2.18 | 9.03 | -1.36 |
| 1.61 |
| |
|
| 5.77 | 6.36 | 6.33 |
| 1.51 |
| -1.02 | 0.2591 | 1.48 |
| |
|
| 7.07 | 7.34 | 7.36 |
| 1.21 |
| 1.01 | 0.7505 | 1.22 |
| |
|
| 9.08 | 9.55 | 9.39 |
| 1.38 |
| -1.12 | 0.2169 | 1.24 |
| |
|
| 8.59 | 8.96 | 8.84 |
| 1.29 |
| -1.08 | 0.982 | 1.19 |
| |
|
| 8.48 | 8.90 | 8.61 | 0.0745 | 1.34 |
| -1.22 | 0.4213 | 1.09 | 0.1122 | |
|
| 9.29 | 9.41 | 9.37 | 0.1195 | 1.09 | 0.0615 | -1.03 | 0.7992 | 1.06 | 0.0935 | |
|
| 9.45 | 9.59 | 9.47 | 0.1448 | 1.10 | 0.056 | -1.08 | 0.3433 | 1.02 | 0.2617 | |
|
| 9.57 | 9.44 | 9.11 | 0.1544 | -1.09 | 0.8814 | -1.26 | 0.1083 | -1.38 | 0.085 | |
|
| 7.39 | 7.53 | 7.57 | 0.2612 | 1.10 | 0.1746 | 1.03 | 0.9153 | 1.13 | 0.1479 | |
|
| 8.11 | 8.19 | 8.17 | 0.2701 | 1.06 | 0.1175 | -1.02 | 0.5009 | 1.04 | 0.3287 | |
|
| 8.47 | 8.62 | 8.50 | 0.2709 | 1.11 | 0.1201 | -1.09 | 0.2994 | 1.02 | 0.5517 | |
|
| 5.99 | 5.97 | 5.99 | 0.294 | -1.01 | 0.1361 | 1.02 | 0.6252 | 1.00 | 0.2865 | |
|
| 7.29 | 7.33 | 7.25 | 0.3032 | 1.03 | 0.3701 | -1.05 | 0.1342 | -1.02 | 0.4987 | |
|
| 9.54 | 9.55 | 9.61 | 0.7864 | 1.00 | 0.9266 | 1.04 | 0.5923 | 1.04 | 0.5321 | |
|
| 8.67 | 8.69 | 8.69 | 0.8123 | 1.01 | 0.5354 | 1.00 | 0.8183 | 1.01 | 0.6928 | |
a p values < 0.05 are indicated in bold. bGenes whose expression differed significantly altered between AppNL-G-F/NL-G-F and AppNL-G-F/NL-G-F·Mutyh−/− are shown in bold. DAM=disease-associated microglia.
Functional annotation clustering of genes whose expression was significantly altered by MUTYH deficiency in the AppNL-G-F/NL-G-F hippocampus.
| Category | Term | Number of genesa | % of genes | Fold enrichment |
| Genes | Upc | Downd |
|---|---|---|---|---|---|---|---|---|
| Annotation cluster 1 (enrichment score: 2.16) | ||||||||
| UP_KEYWORDS | Lysosome | 6 | 5.83 | 5.58 | 4.35 |
| 0 | 6 |
| GOTERM_CC_DIRECT | GO:0005764 lysosome | 7 | 6.80 | 4.47 | 4.61 |
| 0 | 7 |
| KEGG_PATHWAY | mmu04142 lysosome | 4 | 3.88 | 7.20 | 1.63 |
| 0 | 4 |
|
| ||||||||
| Annotation cluster 2 (enrichment score: 1.71) | ||||||||
| UP_KEYWORDS | Secreted | 17 | 16.50 | 2.33 | 2.03 |
| 3 | 14 |
| UP_KEYWORDS | Glycoprotein | 29 | 28.16 | 1.76 | 2.15 |
| 9 | 20 |
| GOTERM_CC_DIRECT | GO:0005576 extracellular region | 16 | 15.53 | 1.93 | 1.58 |
| 3 | 13 |
| UP_KEYWORDS | Disulfide bond | 22 | 21.36 | 1.63 | 2.21 |
| 4 | 18 |
| UP_SEQ_FEATURE | Signal peptide | 24 | 23.30 | 1.52 | 3.16 |
| 6 | 18 |
| UP_KEYWORDS | Signal | 28 | 27.18 | 1.43 | 4.00 |
| 7 | 21 |
| UP_SEQ_FEATURE | Glycosylation site: N-linked (GlcNAc…) | 26 | 25.24 | 1.44 | 4.19 |
| 9 | 17 |
| GOTERM_CC_DIRECT | GO:0005615 extracellular space | 13 | 12.62 | 1.83 | 4.75 |
| 3 | 10 |
|
| ||||||||
| Annotation cluster 3 (enrichment score: 1.54) | ||||||||
| INTERPRO | IPR011992 EF-hand-like domain | 6 | 5.83 | 4.76 | 8.31 |
| 0 | 6 |
| UP_KEYWORDS | Calcium | 10 | 9.71 | 2.80 | 8.95 |
| 5 | 5 |
| UP_SEQ_FEATURE | Domain: EF-hand 2 | 5 | 4.85 | 5.72 | 1.11 |
| 0 | 5 |
| UP_SEQ_FEATURE | Domain: EF-hand 1 | 5 | 4.85 | 5.69 | 1.13 |
| 0 | 5 |
| UP_SEQ_FEATURE | Calcium-binding region: 2 | 4 | 3.88 | 6.95 | 1.95 |
| 0 | 4 |
| UP_SEQ_FEATURE | Calcium-binding region: 1 | 4 | 3.88 | 6.28 | 2.53 |
| 0 | 4 |
| GOTERM_MF_DIRECT | GO:0005509 calcium ion binding | 8 | 7.77 | 2.56 | 3.44 |
| 2 | 6 |
aAmong all transcript clusters (34,472), 1,164 clusters with row expression intensity > 50 exhibit significantly different expression levels among wild-type, AppNL-G-F/NL-G-F, and AppNL-G-F/NL-G-F·Mutyh−/− hippocampi (ANOVA with eBayes correction, F-test p < 0.05). Among these clusters, 138 exhibit significant difference between both wild-type vs. AppNL-G-F/NL-G-F and AppNL-G-F/NL-G-F vs. AppNL-G-F/NL-G-F·Mutyh−/− samples. Out of 138 clusters, 103 genes were functionally annotated and clustered in DAVID with the default classification stringency (medium). Top 3 clusters with enrichment score > 1.3 are shown. bThe enrichment p value (EASE score) of each annotation term in a given group with modified Fisher's exact test. Terms with p < 0.05 are shown. cNumber of genes whose expression levels in AppNL-G-F/NL-G-F·Mutyh−/− are significantly increased compared to AppNL-G-F/NL-G-F samples. dNumber of genes whose expression levels in AppNL-G-F/NL-G-F·Mutyh−/−are significantly decreased compared to AppNL-G-F/NL-G-F samples.
Figure 7MUTYH deficiency attenuated microgliosis in the AppNL-G-F/NL-G-F brain. (a, b) Immunohistochemistry for CD68 in six-month-old male (a) and female (b) brains. Scale bar = 500 μm for the full image and 50 μm for magnified images. Wild-type (Wt), AppNL-G-F/NL-G-F (NL-G-F), and AppNL-G-F/NL-G-F·Mutyh−/− (NL-G-F·Mutyh). (c) Diagram depicting the three studied zones in the hippocampus: the CA1 field, ML, and GCL of DG. (d, e) The CD68-positive area in the CA1 field, ML, and GCL of DG was measured in every 5 coronal sections (4 sections per mouse; bregma -1.555 to -2.155 mm) prepared from six-month-old male (d) and female (e) brains, and the results are shown as the mean ± SEM (n = 4). (f) Female hippocampal levels of Cd68 mRNA determined by qRT-PCR. The data were normalized by the levels of Gapdh mRNA and expressed as the mean ± SD (n = 4). Statistical analyses were performed with a one-way ANOVA (the p value is shown in each bar graph) followed by a post hoc Tukey-Kramer HSD test. ∗p < 0.05, ∗∗p < 0.005, and ∗∗∗p < 0.0005.
Figure 8MUTYH deficiency suppressed the morphological alteration of microglia in the AppNL-G-F/NL-G-F brain. (a) Immunofluorescent micrograph of hippocampal microglia stained for Iba-1 (green) in six-month-old female wild-type (Wt), AppNL-G-F/NL-G-F (NL-G-F), and AppNL-G-F/NL-G-F·Mutyh−/− (NL-G-F·Mutyh) mice. Nuclei were counterstained with DAPI (blue). Scale bar = 100 μm. (b) Three-dimensional reconstruction of microglia surrounding Aβ plaque in the six-month-old female hippocampus. Scale bar = 100 μm. (c) Morphological parameters of hippocampal microglia (cell surface area, total cell volume, and sphericity). Each parameter was normalized by the wild-type value. The number of microglia examined was 101 to 107 in each group. The data are expressed as the mean ± SEM (n = 4). Statistical analyses were performed with a one-way ANOVA (p value shown in each bar graph) followed by the post hoc Tukey-Kramer HSD test. ∗∗p < 0.005 and ∗∗∗p < 0.0005.
Figure 9MUTYH deficiency decreased the accumulation of 8-oxoG in six-month-old female AppNL-G-F/NL-G-F mouse brains. (a) Immunohistochemical detection of 8-oxoG in mitochondrial DNA with RNase pretreatment. (b) Immunohistochemical detection of 8-oxoG in nuclear DNA with RNase and HCl pretreatment. Scale bar = 500 μm for the hippocampus and 200 μm for the cortex. Wild-type (Wt), AppNL-G-F/NL-G-F (NL-G-F), and AppNL-G-F/NL-G-F·Mutyh−/− (NL-G-F·Mutyh). (c, d) Quantitative measurement of mitochondrial (c) and nuclear (d) 8-oxoG in the brain. (e) Diagram depicting the four studied zones in the hippocampus: CA1-sp, entire CA1 field (CA1), ML, and GCL of DG. These fields were measured in every 5 coronal sections (4 sections per mouse; bregma -1.555 to -2.155 mm), and the results are shown as the mean ± SEM (n = 4). Statistical analyses were performed with a one-way ANOVA (p value shown in each bar graph), followed by the post hoc Tukey-Kramer HSD test. ∗p < 0.05.
Figure 10MUTYH deficiency enhances neurogenesis. (a) Immunohistochemical detection of BrdU-positive cells (i) in the neurogenic niche, SGZ (gray area), and GCL (area surrounded by the dotted line). Scale bar = 200 μm. (b) Density of BrdU-positive cells in the neurogenic niche. Measured sections were placed 200 μm away from each other (11 sections per mouse; bregma -1.350 to -3.510 mm), and the results are shown as the density of BrdU-positive cells in the GCL + SGZ (numbers of cells/mm3) in a bar graph (mean ± SEM, n = 4-5). Statistical analyses were performed with a one-way ANOVA (p value shown in each bar graph) followed by the post hoc Tukey-Kramer HSD test. ∗p < 0.05 and ∗∗p < 0.005.