Microglia TREM2R47H Alzheimer-linked variant enhances excitatory transmission and reduces LTP via increased TNF-α levels

  1. Siqiang Ren
  2. Wen Yao
  3. Marc D Tambini
  4. Tao Yin
  5. Kelly A Norris
  6. Luciano D'Adamio  Is a corresponding author
  1. Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, United States
  2. Brain Health Institute, Jacqueline Krieger Klein Center in Alzheimer's Disease and Neurodegeneration Research, Rutgers, The State University of New Jersey, United States

Abstract

To study the mechanisms by which the p.R47H variant of the microglia gene and Alzheimer’s disease (AD) risk factor TREM2 increases dementia risk, we created Trem2R47H KI rats. Trem2R47H rats were engineered to produce human Aβ to define human-Aβ-dependent and -independent pathogenic mechanisms triggered by this variant. Interestingly, pre- and peri-adolescent Trem2R47H rats present increased brain concentrations of TNF-α, augmented glutamatergic transmission, suppression of Long-term-Potentiation (LTP), an electrophysiological surrogate of learning and memory, but normal Aβ levels. Acute reduction of TNF-α activity with a neutralizing anti-TNF-α antibody occludes the boost in amplitude of glutamatergic transmission and LTP suppression observed in young Trem2R47H/R47H rats. Thus, the microglia-specific pathogenic Trem2 variant boosts glutamatergic neuronal transmission and suppresses LTP by increasing brain TNF-α concentrations, directly linking microglia to neuronal dysfunction. Future studies will determine whether this phenomenon represents an early, Aβ-independent pathway that facilitates dementia pathogenesis in humans.

Introduction

AD, the most common progressive neurodegenerative disorder in the elderly, is diagnosed when clinical dementia occurs concomitantly with Aβ plaques, neurofibrillary tangles and neuronal loss (James et al., 2014). Genome-wide association studies have discovered Triggering Receptor Expressed on Myeloid Cells 2 (TREM2) human variants that increase the risk of developing sporadic AD (Guerreiro et al., 2013). In the central nervous system (CNS), TREM2 is exclusively expressed in microglia (Schmid et al., 2002). This genetic evidence directly implicates microglia function in AD pathogenesis.

Microglia surround amyloid plaques both in AD patients (McGeer et al., 1987) and Aβ plaques-bearing mice (Frautschy et al., 1998). Recent data suggest that these disease‐associated microglia (DAM) possess enhanced activities, including the Aβ plaque-clearing activity (Keren-Shaul et al., 2017; Mazaheri et al., 2017). Through diverse mechanisms (Kleinberger et al., 2017; Mazaheri et al., 2017; Schlepckow et al., 2017; Song et al., 2018; Ulland et al., 2015), disease‐associated TREM2 variants cause a loss of function of TREM2 that inhibits microglia transition to DAMs and impairs Aβ plaque-clearing activities (Mazaheri et al., 2017). As for the AD-associated p.R47H TREM2 variant, in vitro studies suggest that it destroys an essential lipid and Aβ-binding site within the TREM2 ectodomain, reducing the Aβ-phagocytosis capabilities of microglia (Yeh et al., 2016).

Model organisms are useful tools to study how human pathogenic mutation/variants alter protein’s functions and promote disease in humans; thus, to dissect the pathogenic mechanisms of the p.R47H TREM2 variant, we generated Trem2R47H knock-in (KI) rats, which carry the p.R47H variant in the rat endogenous Trem2 gene (Tambini and D'Adamio, 2020). Rat and human APP differ by 3 amino acids in the Aβ region. These differences may be crucial since human Aβ may have higher propensity to form toxic species as compared to rodent Aβ and the pathogenic role of the p.R47H TREM2 variant may be linked to toxic Aβ clearance deficits. To eliminate this potential issue, together with the Trem2 mutation we introduced mutations to ‘humanize’ the rat Aβ sequence (Apph allele) (Tambini et al., 2019). In Trem2R47H KI rats, transcription, splicing and translation of this pathogenic variant is controlled by endogenous regulatory elements, allowing to study pathogenic mechanisms triggered by the p.R47H TREM2 variant in a model organism mimicking the genetics of the human disease and expressing physiological levels of human Aβ.

Pre-adolescent (Sengupta, 2013) Trem2R47H rats showed no significant alterations in brain levels of human Aβ40 and Aβ42, the latter is considered the pathogenic Aβ species (Tambini and D'Adamio, 2020). In addition, the Aβ42/Aβ40 ratio, another indicator of Aβ-mediated pathogenesis, is not altered. Thus, it is likely that the consequences of the Aβ-clearance deficits caused by the p.R47H TREM2 variant fully manifest in vivo in an aging-dependent manner. Yet, the p.R47H TREM2 may trigger both human Aβ-dependent and Aβ-independent pathogenic mechanism. Aβ-independent mechanism may precede and, perhaps, participate in mechanisms leading to dementia.

In macrophages, TREM2 functions to inhibit pro-inflammatory cytokines production, especially TNF-α (Turnbull et al., 2006). Thus, it is possible that loss of TREM2 function caused by the p.R47H variant may favor pro-inflammatory cytokine production by microglia. In this study, we tested this hypothesis in young Trem2R47H rats with the purpose of determining potential early pathogenic mechanisms caused by the p.R47H variant.

Results

Increased concentration of TNF-α and other pro-inflammatory cytokines in the CNS and CSF of young animals carrying the Trem2R47H variant

Pre-adolescent (4 weeks old) Trem2R47H rats showed no significant alterations in CNS levels of human Aβ40, Aβ42 and the Aβ42/Aβ40 ratio (Tambini and D'Adamio, 2020), even though the Trem2R47H variant reduces binding and clearance of human Aβ in vitro (Zhao et al., 2018). This discrepancy prompted us to assess further Aβ metabolism in Trem2R47H rats. Reduction of Aβ42 concentration in the cerebrospinal fluid (CSF) is a biomarker for AD. Aggregation of Aβ42 in brain parenchyma appears the most likely cause for the decreased CSF Aβ42 concentration because the aggregated state inhibits Aβ42 from being transported from the interstitial fluid to the CSF. In absence of aggregation, Aβ40 and Aβ42 CSF levels reflect the concentrations in the CNS. Thus, we measured concentrations of human Aβ38, Aβ40, and Aβ42 in the CSF of peri-adolescent (6–8 weeks old) rats using a human Aβ specific-ELISA, as described previously (Tambini et al., 2020). Whereas previously, a decrease in Aβ38 was present in the whole brain lysate of Trem2R47H/R47H rats, no significant decrease in Aβ38 was seen in the CSF of Trem2R47H rats (Figure 1). No differences were seen in Aβ40 and Aβ42 levels and the Aβ42/Aβ40 ratio between Trem2w/w, Trem2R47H/w, and Trem2R47H/R47H rats (Figure 1). Thus, the reduced Aβ clearance caused by the Trem2R47H variant in vitro does not result in significant alterations of Aβ steady-state in vivo, at least in young rats.

Concentrations of human Aβ species are similar in the CSF of peri-adolescent Trem2w/w, Trem2R47H/w, and Trem2R47H/R47H rats.

Levels of Aβ38, Aβ40, and Aβ42/Aβ40 ratio in 6–8 weeks old Trem2w/w, Trem2R47H/w, and Trem2R47H/R47H rat CSF. We used the following numbers of samples: Trem2w/w, females n = 12, males n = 16; Trem2R47H/w females n = 6, males n = 10; Trem2R47H/R47H females n = 10, males n = 17. Data are represented as mean ± SEM. Data were analyzed by ordinary one‐way ANOVA. No differences were seen in Aβ38 [F(2, 68)=0.5339, p=0.5887], Aβ40 [F(2, 68)=1.010, p=0.3696], Aβ42 [F(2, 68)=0.4376, p=0.6474] levels and the Aβ42/Aβ40 ratio [F(2, 68)=1.564, p=0.2168].

Next, we looked for other potential early changes in CNS physiology prompted by the Trem2R47H variant. Macrophages lacking Trem2 produce more TNF-α in response to LPS, zymosan and CpG, suggesting that Trem2 functions to inhibit cytokine production by macrophages (Turnbull et al., 2006). Thus, it is possible that the p.R47H variant may alter the anti-inflammatory TREM2 function in microglia. To test for this, we used the Proinflammatory Panel 2 (rat) ELISA multiplex Kit from MSD. This multiplex kit allows for quantitative determination of 9 cytokines (IFN-γ, IL-1β, IL-4, IL-5, IL-6, CXCL1, IL-10, IL-13, and TNF-α) that are important in inflammation response and immune system regulation. First, we measure cytokine levels in the CNS of 4 weeks old rats, the same rats tested previously for Aβ levels (Tambini and D'Adamio, 2020). IL-1β, CXCL1 A and TNF-α were significantly increased in Trem2R47H/R47H rats whereas IFN-γ, IL-4, IL-5, IL-6, IL-10 and IL-13 were not (Figure 2).

Levels of TNF-α and other proinflammatory cytokines are increased in the CNS of pre-adolescent Trem2R47H/R47H rats.

Levels of IFN-δ, IL-1β, IL-4, IL-5, IL-6, CXCL1, IL-10, IL-13, and TNF-α in the CNS of 4 weeks old rats were measured by ELISA. IL-1β, CXCL1 and TNF-α are significantly increased in Trem2R47H/R47H rats; IFN-γ, IL-4, IL-5, IL-6, IL-10 and IL-13 are not. We used the following numbers of samples: Trem2w/w, females n = 5, males n = 7; Trem2R47H/w females n = 6, males n = 6; Trem2R47H/R47H females n = 6, males n = 6. Data are represented as mean ± SEM and were analyzed by ordinary one‐way ANOVA followed by post-hoc Tukey's multiple comparisons test when ANOVA showed significant differences [IFN-γ: F(2, 33)=0.1762, p=0.8392 - IL-10: F(2, 33)=0.1781, p=0.8376 - IL-13: F(2, 33)=2.595, p=0.0898 - IL-1β: F(2, 33)=10.52, p=0.0003***; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.5921 (ns); w/w vs. RH/RH, p=0.0003***; RH/w vs. RH/RH, p=0.0051** - IL-4: F(2, 33)=1.763, p=0.1873 - IL-5: F(2, 33)=0.8137, p=0.4519 - IL-6: F(2, 33)=0.4640, p=0.6328 - KC-GRO: F(2, 33)=4.653, p=0.0166*; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.4516 (ns); w/w vs. RH/RH, p=0.0128*; RH/w vs. RH/RH, p=0.1808 (ns) - TNF-α: F(2, 33)=17.32, p<0.0001****; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.3272 (ns); w/w vs. RH/RH, p<0.0001****; RH/w vs. RH/RH, p=0.0005***].

Next, we measure cytokine concentrations in the CSF samples tested for Aβ levels in Figure 1. IL-6, IL-10, IL-13 and TNF-α were significantly increased in the CSF of homozygous Trem2R47H/R47H rats as compared to Trem2w/w controls (Figure 3). IL-13 was also significantly higher in heterozygous Trem2R47H/w animals, while the increase in TNF-α in these heterozygous animals was close to statistical significance. There are several differences between the cytokine changes observed in the CNS versus the CSF. These differences may be due to several factors, including the different age of the two sets of animals and the fact that distinct cytokines may accumulate differently in the CSF as compared to the CNS. Nevertheless, these results suggest that the Trem2R47H variant increases pro-inflammatory cytokine levels in the CNS of young animals, animals that do not show concurrent changes in human Aβ species concentration. Thus, it is possible that p.R47H pathogenic variant may impact CNS pro-inflammatory cytokines production first and independently of Aβ42 clearance.

Levels of TNF-α and other pro-inflammatory cytokines are increased in the CSF of peri-adolescent Trem2R47H/R47H rats.

Measurement of cytokines present in the CSF of 6–8 weeks old rats shows that IL-1β, IL-6, IL-10, IL-13 and TNF-α are significantly increased in Trem2R47H/R47H rats; IFN-δ, IL-1β, IL-4, IL-5 and CXCL1 are not. The same samples used for the experiments shown in Figure 1 were used here. Data are represented as mean ± SEM and were analyzed by ordinary one‐way ANOVA followed by post-hoc Tukey's multiple comparisons test when ANOVA showed significant differences [IFN-γ: F(2, 68)=0.7008, p=0.4997- IL-10: F(2, 68)=5.651, p=0.0054**; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.8335 (ns); w/w vs. RH/RH, p=0.0051**; RH/w vs. RH/RH, p=0.0779 (ns) - ANOVA summary of IL-13: F(2, 68)=26.21, p<0.0001****; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.0066**; w/w vs. RH/RH, p<0.0001****; RH/w vs. RH/RH, p=0.0090** - IL-1β: F(2, 68)=2.473, p=0.0919 - IL-4: F(2, 68)=2.504, p=0.0893 - IL-5: F(2, 68)=3.489, p=0.0361*; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.9545 (ns); w/w vs. RH/RH, p=0.069 (ns); RH/w vs. RH/RH, p=0.0753 (ns) - IL-6: F(2, 68)=9.016, p=0.0003***; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.361 (ns); w/w vs. RH/RH, p=0.0002***; RH/w vs. RH/RH, p=0.0707 (ns) – CXCL1: F(2, 68)=1.847, p=0.1656 - TNF-α: F(2, 68)=9.720, p=0.0002***; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.0565 (ns); w/w vs. RH/RH, p=0.0001***; RH/w vs. RH/RH, p=0.3403 (ns)].

Treml1 mRNA expression is normal in Trem2R47H/R47H and Trem2R47H/w rats

Previous studies have shown that Treml1 could be affected in some Trem2 knockout models (Kang et al., 2018) since the Treml1 locus is in close proximity with Trem2. To test whether the genetic modification used to generate the Trem2R47H allele altered Treml1 gene expression we measure the levels of Treml1 mRNA using qRT-PCR. Treml1 mRNA levels were measured in both purified microglia (Figure 4A) as well as total brain (Figure 4B): expression of Treml1 in Trem2R47H/R47H and Trem2R47H/w was comparable to that observed in Trem2w/w samples. Thus, the introduced R47H mutations do not alter Treml1 mRNA expression. This result is not surprising given that our genetic manipulation results in minimal alteration of the nucleotide sequence of the Trem2 gene locus (2 bases) with no deletions. In contrast, the Trem2 knockout mouse model showing altered Treml1 gene expression was generated from the Velocigene ‘definitive null’ targeting strategy. In this strategy the entire coding region was replaced by selection cassette lacZ-flox-human Ubiquitin C promoter-neomycin-flox, beginning at 16 bp upstream of the ATG start codon and ending at the TGA stop codon of mouse Trem2.

Treml1 mRNA expression is normal in Trem2R47H rats.

(A) Levels of Treml1 mRNA were measured and normalized to Gapdh mRNA expression. We used microglia purified from 2 male and 2 female 5/6 weeks old rats for each genotype (Trem2w/w and Trem2R47H/R47H). Data were analyzed by unpaired student’s t-test (p=0.5198), and presented as average (Treml1/Gapdh)± SEM. (B) Treml1 mRNA expression was measured in total brains. We used 5 female and 5 male (6–8 weeks of age) for each genotype (Trem2w/w, Trem2R47H/w and Trem2R47H/R47H). Data are represented as (Treml1/Gapdh) mean ± SEM and were analyzed by ordinary one‐way ANOVA (F(2, 27)=1.940, p=0.1632).

Augmented excitatory synaptic transmission at hippocampal SC–CA3 >CA1 synapses of peri-adolescent rats carrying the Trem2R47H variant

Among the cytokines tested, TNF-α is the only one that is significantly increased in both pre-adolescent CNS tissue and peri-adolescent CSF. Physiological levels of TNF-α produced by glia cells are required for normal surface expression of AMPA (α-amino-3-hydroxy-5-methyl-4-isoxazole propionic acid) receptors at synapses, and increased TNF-α concentrations cause a rapid exocytosis of AMPA receptors in hippocampal pyramidal neurons increasing excitatory synaptic strength (Beattie et al., 2002; Ogoshi et al., 2005; Stellwagen et al., 2005; Stellwagen and Malenka, 2006). Interestingly, Amyloid Precursor Protein (APP, which codes for the precursor of Aβ) (Del Prete et al., 2014; Fanutza et al., 2015; Groemer et al., 2011; Kohli et al., 2012; Lundgren et al., 2015; Norstrom et al., 2010; Tambini et al., 2019; Yao et al., 2019a), Presenilin 1/2 (PSEN1 and PSEN2, which code for the catalytic components of the γ-secretase complex, an enzyme essential for Aβ production) (Wu et al., 2013; Xia et al., 2015) and Integral Membrane Protein 2B (ITM2b, whose protein product binds APP and regulates APP processing) (Fotinopoulou et al., 2005; Matsuda et al., 2005; Matsuda et al., 2008; Matsuda et al., 2011; Yao et al., 2019b) play a physiological role in glutamatergic transmission. Moreover, some APP, PSEN1 and ITM2b mutations linked to familial dementia alter this physiological function (Tamayev et al., 2010a; Tamayev et al., 2010b; Tambini et al., 2019; Xia et al., 2015; Yao et al., 2019b). Based on these data, we examined the effects of the Trem2R47H variant on glutamatergic synaptic transmission in the hippocampal Schaffer-collateral pathway. First, we analyzed miniature excitatory postsynaptic currents (mEPSC). The amplitude of mEPSC, which is dependent on postsynaptic AMPA receptors, was significantly increased in Trem2R47H/R47H rats (Figure 5B,E and F) while the decay time was unchanged (Figure 5C and E). In addition, the frequency of mEPSC was significantly increased in Trem2R47H/R47H rats (Figure 5D and G). To test further whether postsynaptic AMPAR-mediated responses are increased in Trem2R47H rats, we measured AMPAR and NMDAR-dependent synaptic responses. Consistent with the hypothesis that the Trem2R47H variant increases AMPAR-mediated responses, the AMPA/NMDA ratio was increased in both Trem2R47H/R47H and Trem2R47H/w rats and the significance of the increase is gene dosage-dependent (Figure 5H).

The Trem2R47H variant alters glutamatergic synaptic transmission in a gene dosage-dependent manner in young rats.

(A) Representative recording traces of mEPSC at SC–CA3 >CA1 pyramidal cell synapses. (B) The Trem2R47H variant causes a significant increase in mEPSC amplitude [F(2, 30)=7.371, p=0.0025**; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.1093 (ns); w/w vs. RH/RH, p=0.0017**; RH/w vs. RH/RH, p=0.1630 (ns)]. (C) In contrast, decay time of mEPSC was not changed [F(2, 30)=1.396, p=0.2632]. (D) Frequency of mEPSC was enhanced by the Trem2R47H variant [F(2, 30)=7.092, p=0.0030**; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.4881 (ns); w/w vs. RH/RH, p=0.0025**; RH/w vs. RH/RH, p=0.0345*]. (E) Average mEPSC of the three groups depicts differences in amplitude. As can also be noted in B, Trem2R47H/w rats show mEPSC with increased amplitude, albeit this increase did not reach statistical significance. Cumulative probability of AMPAR-mediated mEPSC amplitudes (F) and inter event intervals (G). (H) AMPA/NMDA ratio is significantly increased in both Trem2R47H/R47H and Trem2R47H/w rats in a gene dosage dependent manner [F(2, 27)=11.75, p=0.0002***; post-hoc Tukey's multiple comparisons test: w/w vs. RH/w, p=0.0265*; w/w vs. RH/RH, p=0.0001***; RH/w vs. RH/RH, p=0.1160 (ns)]. Representative traces are shown on of the graph (traces are averaged from 20 sweeps). (I) Average PPF at 50 ms (left panel) and 200 ms (right panel) Inter stimulus Interval (ISI) [PPF at 50 ms ISI: F(2, 49)=0.0949, p=0.9096; PPF at 200 ms ISI: F(2, 49)=0.1397, p=0.8700]. Representative traces are shown on top of the panels. Data are represented as mean ± SEM and were analyzed by ordinary one‐way ANOVA followed by post-hoc Tukey's multiple comparisons test when ANOVA showed significant differences. For each type of recordings, we indicate the number of animals by genotype and sex, plus the number of recording by genotype and sex as follow: 1) genotypes: w/w = Trem2 w/w, RH/w = Trem2 R47H/w, RH/RH = Trem2R47H/R47H;2) sex: R47H/R47H = female, M = males; 3) number of animals and number of recordings from animals: n/n’, were n = number of animals, n’=number of recordings from the n animals. For example, the w/w: F = 4/6; M = 4/5 in A indicates that data for mEPSC for the Trem2w/w rats were obtained from 4 females and 4 males, and that 6 recordings were obtained from the 4 females and 5 recordings from the 4 males.

Treatment of primary neurons with recombinant TNF-α (Beattie et al., 2002; Grassi et al., 1994) and Trem2 deletion in mice (Filipello et al., 2018) enhance frequency of mEPSC. Several mechanisms, including an increase in release Probability (Pr) of glutamatergic synaptic vesicles and/or synaptic density, can enhance frequency of mEPSC. Paired-pulse facilitation (PPF), a form of short-term synaptic plasticity, is determined, at least in part, by changes in Pr; an increase in Pr leads to a decrease in facilitation (Zucker and Regehr, 2002). PPF was not significantly changed in Trem2R47H/w and Trem2R47H/R47H rats as compared to Trem2w/w animals (Figure 5I). This evidence argue against changes in Pr in Trem2R47H/R47H rats and suggests that enhanced mEPSC frequency may be due to increased synaptic density, a phenomenon that in Trem2-/- mice is due to impaired synapse elimination by microglia (Filipello et al., 2018).

Supraphysiological TNF-α concentrations boost glutamatergic transmission in hippocampal SC–CA3 >CA1 synapses of young Trem2R47H/R47H rats

The similarities between glutamatergic transmission alterations observed in young Trem2R47H rats and those induced by TNF-α are striking. To test whether the supraphysiological TNF-α concentrations trigger glutamatergic deficits in Trem2R47H/R47H rats, we treated hippocampal slices with a neutralizing antibody to rat TNF-α (anti-TNF-α), which functions as a TNF-α antagonist. To control for off-target effects of the antibody, we used a Goat IgG isotype control. The 50% neutralization dose (ND50) of this anti-TNF-α antibody against the cytotoxic effect of recombinant rat TNF-α (0.25 ng/mL) is about 500 ng/ml. Since physiological levels of TNF-α are necessary for normal glutamatergic transmission and most of the activities of TNF-α can be rapidly reversed (Beattie et al., 2002; Ogoshi et al., 2005; Stellwagen et al., 2005; Stellwagen and Malenka, 2006), we tested the acute effects 10 ng/ml of anti-TNF-α, a concentration ~50 times lower than the ND50. At this concentration, anti-TNF-α occluded the increase in mEPSC amplitude (Figure 6A,B,E and F) and AMPA/NMDA ratio (Figure 6H). Anti-TNF-α did not alter decay time of mEPSC (Figure 6C) and PPF (Figure 6I), which were not significantly changed in Trem2R47H/R47H rats (see Figure 5C and I). Surprisingly, anti-TNF-α did not reduce mEPSC frequency of Trem2R47H/R47H SC–CA3 >CA1 synapses to WT-like levels (Figure 6D and F).

Rapid reduction of excess TNF-α activity normalizes amplitude of glutamatergic synaptic responses in young Trem2R47H/R47H rats.

(A) Representative mEPSC traces. (B) The increase in mEPSC amplitude caused by the Trem2R47H variant is occluded by anti-TNF-α application but not by the IgG isotype control [F(3, 54)=18.79, p<0.0001****; post-hoc Tukey's multiple comparisons test: w/w + anti-TNF-α vs. RH/RH + anti-TNF-α, p=0.7884 (ns); w/w + anti-TNF-α vs. RH/RH + Isotype, p<0.0001****; w/w + anti-TNF-α vs. w/w + Isotype, p=0.9252 (ns); RH/RH + anti-TNF-α vs. RH/RH + Isotype, p<0.0001****; RH/RH + anti-TNF-α vs. w/w + Isotype p=0.4299 (ns); RH/RH + Isotype vs. w/w + Isotype, p<0.0001****]. (C) Decay time of mEPSC was not changed by either genotype or treatments [F(3, 54)=2.716, p=0.0536]. (D) The increased frequency of mEPSC observed in Trem2R47H/R47H rats was not significantly affected by either anti-TNF-α or isotype control IgG [F(3, 54)=12.05, p<0.0001****; post-hoc Tukey's multiple comparisons test: w/w + anti-TNF-α vs. RH/RH + anti-TNF-α, p=0.0046**; w/w + anti-TNF-α vs. RH/RH + Isotype, p<0.0001****; w/w + anti-TNF-α vs. w/w + Isotype, p=0.9947 (ns); RH/RH + anti-TNF-α vs. RH/RH + Isotype, p=0.5147 (ns); RH/RH + anti-TNF-α vs. w/w + Isotype p=0.0109*; RH/RH + Isotype vs. w/w + Isotype, p<0.0001****]. (E) Average mEPSC of the four groups. Cumulative probability of AMPAR-mediated mEPSC amplitudes (F) and inter event intervals (G). (H) The increase of AMPA/NMDA ratio observed in Trem2R47H/R47H rats was reversed by anti-TNF-α but not IgG isotype control [F(3, 36)=13.50, p<0.0001****; post-hoc Tukey's multiple comparisons test: w/w + anti-TNF-α vs. RH/RH + anti-TNF-α, p=0.6507 (ns); w/w + anti-TNF-α vs. RH/RH + Isotype, p<0.0001****; w/w + anti-TNF-α vs. w/w + Isotype, p=0.2880 (ns); RH/RH + anti-TNF-α vs. RH/RH + Isotype, p=0.0002***; RH/RH + anti-TNF-α vs. w/w + Isotype p=0.9171 (ns); RH/RH + Isotype vs. w/w + Isotype, p<0.0015**]. Representative traces are shown above the graph (traces are averaged from 20 sweeps). (I) Neither genotype nor treatment changed average PPF at 50 ms (left panel) and 200 ms (right panel) ISI [PPF at 50 ms ISI: F(3, 58)=0.7420, p=0.5313; PPF at 200 ms ISI: F(3, 58)=2.356, p=0.0812]. Representative traces are shown above the panels. Data are represented as mean ± SEM and were analyzed by ordinary one‐way ANOVA followed by post-hoc Tukey's multiple comparisons test when ANOVA showed significant differences. Number of animals and of recordings are shown as explained in Figure 5.

The evidence that the goat IgG isotype control did not occlude glutamate transmission alterations observed in the mutant rats (Figure 6) indicates that the effects of anti-TNF-α are specific. The finding that these low doses of anti-TNF-α do not alter glutamatergic transmission in Trem2w/w rats (Figure 6) demonstrates that, at least at this dosage, anti-TNF-α only targets synaptic transmission alterations triggered by excess TNF-α set off by the Trem2R47H variant. Overall, these data indicate that the increase in amplitude of AMPAR-mediated responses at SC–CA3 >CA1 synapses of Trem2R47H/R47H rats is due to the acute action of supraphysiological TNF-α concentrations prompted by theTrem2R47H variant and is rapidly reversable.

LTP is suppressed at hippocampal SC–CA3 >CA1 synapses of young Trem2R47H/R47H rats: this deficit is rescued by reducing TNF-α activity

LTP, a long-lasting form of synaptic plasticity, has been described at glutamatergic synapses throughout the brain and remains one of the most attractive cellular models for learning and memory. Given the alterations in glutamatergic transmission observed in Trem2R47H rats, we determined whether the Trem2R47H variant could also impact this electrophysiological surrogate of memory in young rats (6–8 weeks old peri-adolescent rats). Before recording LTP, baseline was recorded every minute at an intensity that elicited a response 40% of the maximum evoked response. Maximum evoked responses were assessed by measuring the slope of the field excitatory postsynaptic potential (fEPSP) elicited by stimuli of increasing intensity (basal synaptic transmission or BST). Consistent with the evidence that Trem2R47H variant enhances AMPAR-mediated responses, BST was increased in Trem2R47H/R47H rats (Figure 7A). Surprisingly perhaps given the young age of the animals, LTP was reduced in Trem2R47H/R47H rats (Figure 7B and C), indicating that the Trem2R47H variant compromises LTP early in life. Interestingly, anti-TNF-α occluded the increase in BST (Figure 7D) and suppression of LTP (Figure 7E and F). This effect is specific and indicates that also LTP suppression in young Trem2R47H/R47H rats is caused by the sustained and acute action of supraphysiological TNF-α concentrations prompted by theTrem2R47H variant and is rapidly reversable.

LTP is impaired in RH mutant rats, and the impairment could be rescued by application of anti-TNF-α antibody.

(A) The input-output slope is significantly increased in Trem2R47H/R47H rats [two-way ANOVA, stimulation intensity x genotype interaction F(6, 144)=6.745, p<0.0001****; post-hoc Sidak's multiple comparisons test: 1.2 mV p=0.0175*; 1.4 mV: p=0.0021**; 1.6 mV: p=0.0001***] Representative traces of fEPSPs in response to increasing stimulus from 0.4 to 1.6 mA are shown on the top. (B) LTP is impaired in Trem2R47H/R47H rats. Average traces of the baseline and the last 5mins of LTP are shown on top. (C) Plot of fEPSP slope change of the last 10 min of LTP in B (unpaired t test, p<0.0001****). (D) The increase of input-out slope in Trem2R47H/R47H rats is reversed by application of anti-TNF-α [ANOVA for repeated measures F(18, 300)=6.579, p<0.0001****; post-hoc Tukey's multiple comparisons test: 0.8 mV RH/RH + Isotype vs. w/w + anti-TNF-α p=0.0479*; 1.0 mV RH/RH + Isotype vs. RH/RH + anti-TNF-α p=0.0061**, RH/RH + Isotype vs. w/w + anti-TNFα p=0.0072**, RH/RH + Isotype vs. w/w + Isotype p=0.0113*; 1.2 mV RH/RH + Isotype vs. RH/RH + anti-TNFα p=0.0009***, RH/RH + Isotype vs. w/w + anti-TNF-α p=0.0009***, RH/RH + Isotype vs. w/w + Isotype p=0.0029**; 1.4 mV RH/RH + Isotype vs. RH/RH + anti-TNF-α p<0.0001****, RH/RH + Isotype vs. w/w + anti-TNF-α p<0.0001****, RH/RH + Isotype vs. w/w + Isotype p=P < 0.0001****; 1.6 mV RH/RH + Isotype vs. RH/RH + anti-TNF-α p<0.0001****, RH/RH + Isotype vs. w/w + anti-TNF-α P p<0.0001****, RH/RH + Isotype vs. w/w + Isotype p<0.0001****]. Representative fEPSP traces are shown on top. (E) The impaired LTP is restored by application of anti-TNF-α antibody. The average traces of the baseline and the last 5mins of LTP are shown on top. (F) Plot of fEPSP slope change of the last 10 min of LTP in E [one-way ANOVA, F(3, 36)=1490, p<0.0001; post-hoc Tukey's multiple comparisons test: RH/RH + Isotype vs. RH/RH + anti-TNF-α p<0.0001****, RH/RH + Isotype vs. w/w + anti-TNF-α P p<0.0001****, RH/RH + Isotype vs. w/w + Isotype p<0.0001****].

Discussion

Here, we studied young rats carrying the Trem2R47H variant, which increases the risk for AD in humans, with the purpose of probing early dysfunctions that may underlie initial pathogenic mechanisms leading to dementia. We found no alteration in Aβ metabolism (Figure 1); however, pro-inflammatory cytokines, especially TNF-α, were significantly increased in the CNS and CSF of rats carrying Trem2R47H variant. Overall, these increases were more significant in Trem2R47H/R47H as opposed to Trem2R47H/w rats (Figures 2 and 3), suggesting that early neuroinflammation caused by the Trem2R47H variant is gene dosage-dependent. In the CNS, TREM2 expression is restricted to microglia (Schmid et al., 2002) and activated microglia secrete pro-inflammatory cytokines: thus, increased secretion of pro-inflammatory cytokines by Trem2R47H-microglia may cause early neuroinflammation. Also, microglia may promote cytokine production by other CNS cell types -such as astrocytes, for example- and/or that excess cytokines present in the brain of Trem2R47H rats may be produced by non-CNS resident cells. It is also possible that cytokine clearance is altered in Trem2R47H rats. These possibilities do not need to be mutually exclusive.

Three lines of evidence prompted us to test whether TNF-α, which was significantly increased in both pre-adolescent CNS tissue and peri-adolescent CSF (Figures 2 and 3), could affect glutamatergic synaptic transmission in Trem2R47H rats: 1) TNF-α produced by glia cells is required for normal surface expression of AMPA receptors at synapses and increased TNF-α concentrations cause a rapid exocytosis of AMPAR in hippocampal pyramidal neurons increasing excitatory synaptic strength Beattie et al., 2002; Ogoshi et al., 2005; Stellwagen et al., 2005; Stellwagen and Malenka, 2006; 2) several genes linked to dementia, including APP, PSEN1, PSEN2 and ITM2b play a physiological role in glutamatergic transmission (Del Prete et al., 2014; Fanutza et al., 2015; Fotinopoulou et al., 2005; Groemer et al., 2011; Kohli et al., 2012; Lundgren et al., 2015; Matsuda et al., 2005; Matsuda et al., 2008; Matsuda et al., 2011; Norstrom et al., 2010; Tambini et al., 2019; Wu et al., 2013; Xia et al., 2015; Yao et al., 2019a; Yao et al., 2019b); 3) APP, PSEN1 and ITM2b mutations linked to familial dementia alter this physiological functions (Tamayev et al., 2010a; Tamayev et al., 2010b; Tambini et al., 2019; Xia et al., 2015; Yao et al., 2019b). Analysis of excitatory synaptic transmission at hippocampal SC–CA3 >CA1 synapses of young animals showed that the Trem2R47H variant increases, in a gene dosage-dependent fashion, AMPAR-mediated glutamatergic responses (Figure 5B,E,F and I; Figure 7A). Consistent with the hypothesis, a neutralizing anti-TNF-α antibody, which functions as a TNF-α antagonist, occludes these alterations (Figure 6B,E,F and I; Figure 7C). Thus, the increase in amplitude of AMPAR-mediated responses at SC–CA3 >CA1 synapses observed in young Trem2R47H/R47H rats is due to supraphysiological TNF-α concentrations caused by theTrem2R47H variant. These alterations must be due to an acute and persistent action of supraphysiological TNF-α concentrations because they are rapidly reversed by low doses of neutralizing anti-TNF-α. Whether these effects are mediated by the known role of TNF-α on AMPAR trafficking at synapses (Beattie et al., 2002; Ogoshi et al., 2005; Stellwagen et al., 2005; Stellwagen and Malenka, 2006) remains to be determined.

The frequency of mEPSC is significantly increased in Trem2R47H/R47H rats as well (Figure 5D and G) independently of changes in Pr of glutamatergic synaptic vesicles (Figure 5I). However short-term treatment with anti-TNF-α did not completely occlude this increase (Figure 6D and G). Thus, either the increased mEPSC frequency in Trem2R47H/R47H rats is TNF-α independent or TNF-α underlies this alteration via long-lasting mechanisms that are not fully occluded by short-term treatments with anti-TNF-α. The evidence that recombinant TNF-α enhances mEPSC frequency in primary neurons (Beattie et al., 2002; Grassi et al., 1994) and that anti-TNF-α reduces the statistical significance of the differences between Trem2R47H/R47H and Trem2w/w recordings (w/w + anti-TNF-α vs. RH/RH + anti-TNF-α, p=0.0046**; w/w + anti-TNF-α vs. RH/RH + Isotype, p<0.0001****; w/w + Isotype vs RH/RH + anti-TNF-α. p=0.0109*; w/w + Isotype vs RH/RH + Isotype, p<0.0001****) would support the latter possibility. Increase in synaptic density, a phenomenon that in Trem2-/- mice is due to impaired synapse elimination by microglia (Filipello et al., 2018), can also enhance frequency of mEPSC. Further studies will be needed to determine whether the Trem2R47H variant operates with a similar mechanism and to determine the role(s) of other pro-inflammatory cytokines whose brain concentration is increased by the Trem2R47H variant.

Supraphysiological TNF-α concentrations also cause LTP suppression at hippocampal SC–CA3 >CA1 synapses of young Trem2R47H/R47H rats. Given that LTP is the most attractive cellular model for learning and memory and is considered an electrophysiological surrogate of memory (Nicoll, 2017), it would not be surprising if subsequent studies will find that rats carrying the Trem2R47H variant develop learning and memory deficits. If this were the case, this model organism may be used to test therapeutic approaches, including reduction of TNF-α activity and glutamatergic transmission, targeting early pathogenic mechanisms leading to dementia.

In conclusion, we present evidence that the Trem2R47H KI rat represents a useful model to dissect early events leading to sporadic forms of dementia. Our study indicates that the microglia-specific pathogenic Trem2R47H variant boosts glutamatergic neuronal transmission and suppresses LTP by enhancing brain TNF-α concentrations, directly linking microglial to neuronal dysfunctions. More studies will be needed to determine whether this microglia-neuronal axis represents an early, Aβ-independent pathway that facilitates dementia pathogenesis in humans.

Materials and methods

Key resources table
Reagent type
(species) or
resource
DesignationSource or
reference
IdentifiersAdditional
information
Genetic reagent (Rattus Norvegicus)ApphTambini et al., 2019. Aging Cell 18: e13033Rat App allele with humanize Aβ region
Genetic reagent (Rattus Norvegicus)Trem2R47HTambini and D'Adamio, 2020 Sci Rep 10: 4122Rat Trem2 allele with R47H mutation
Commercial assay or kitV-PLEX Plus Aβ Peptide
Panel 1
Meso Scale DiscoveryCat# K15200GUsed following manufacturer’s recommendations
Commercial assay or kitV-PLEX Proinflammatory Panel 2Meso Scale DiscoveryCat# K15059DUsed following manufacturer’s recommendations
Commercial assay or kitCD11b/c (Microglia) Micro-Beads, rat antibody Cat# 130-105-634Miltenyi BiotecRRID:AB_2783886Used following manufacturer’s recommendations
Commercial assay or kitAdult Brain Dissociation KitMiltenyi BiotecCat# 130-107-677Used following manufacturer’s recommendations
Commercial assay or kitRNeasy RNA
Isolation kit
QiagenCat# 74106Used following manufacturer’s recommendations
Commercial
assay or kit
High-Capacity cDNA RT kitThermoCat# 4368814)Used following manufacturer’s recommendations
Commercial assay or kitTaqMan
Fast Advanced Mix
ThermoCat# 4444556Used following manufacturer’s recommendations
Commercial assay or kitGapdh Real-Time PCRThermoRn01775763_g1Used following manufacturer’s recommendations
Commercial assay or kitTreml1 Real-Time PCRThermoRn01511908_g1Used following manufacturer’s recommendations
AntibodyPolyclonal Goat IgG anti-Rat TNFα Cat# AF-510-NAR and D SystemsRRID:AB_35451110 ng/ml in ACSF
AntibodyPolyclonal Goat IgG. antibody Cat# AB-108-CR and D SystemsRRID:AB_35426710 ng/ml in ACSF
Software, algorithmLinRegPCR softwarehartfaalcentrum.nl
Software, algorithmpCLAMP10 softwareMolecular Devices,
Software, algorithmImage Lab softwareBioradRRID:SCR_014210
Software, algorithmGraphPad PrismRRID:SCR_002798

Rat brain preparation

Request a detailed protocol

Rats were anesthetized with isoflurane and perfused via intracardiac catheterization with ice-cold PBS. This perfusion step eliminates cytokines and Aβ present in blood. Brains were extracted and homogenized using a glass-teflon homogenizer (w/v = 100 mg tissue/1 ml buffer) in 250 mM Sucrose, 20 mM Tris-base pH 7.4, 1 mM EDTA, 1 mM EGTA plus protease and phosphatase inhibitors (ThermoScientific), with all steps carried out on ice or at 4°C. Total lysate was solubilized with 0.1% SDS and 1% NP-40 for 30 min rotating. Solubilized lysate was spun at 20,000 g for 10 min, the supernatant was collected and analyzed by ELISA.

Elisa

Request a detailed protocol

Aβ38, Aβ40, and Aβ42 were measured with V-PLEX Plus Aβ Peptide Panel 1 6E10 (K15200G) and V-PLEX Plus Aβ Peptide Panel 1. Cytokines (IFN-γ, IL-1β, IL-4, IL-5, IL-6, IL-10, IL-13, CXCL1, and TNF-α) were measured with V-PLEX Proinflammatory Panel 2 Rat Kit (K15059D). Measurements were performed according to the manufacturer’s recommendations. Plates were read on a MESO QuickPlex SQ 120. Data were analyzed using Prism software and represented as mean ± SEM.

Rat brain preparation for RNA extraction

Request a detailed protocol

6–8 week old rats were perfused with PBS (N = 5 for each genotype (RH/RH, RH/w and w/w) and each gender (N = 30 total) and froze immediately after dissection and saved in −80 for further preparation.

Microglia isolation

Request a detailed protocol

Rat brains were extracted from 1.5-month-old rats after intracardiac PBS perfusion. Brains were enzymatically and mechanically dissociated into a cell suspension using the Adult Brain Dissociation Kit (Miltenyi 130-107-677) and gentleMACS Octo Dissociator (Miltenyi 130-095-937). Microglia were isolated using CD11b/c magnetic microbeads (Miltenyi 130-105-634) according to the manufacturer’s instructions. Microglia were snap frozen in liquid nitrogen, and later used for RNA extraction.

RNA extraction and quantitative RT-PCR

Request a detailed protocol

Total brain RNA or microglia RNA was extracted with RNeasy RNA Isolation kit (Qiagen 74106) and used to generate cDNA with a High-Capacity cDNA Reverse Transcription Kit (Thermo 4368814) with random hexamer priming. For total brain RNA, frozen hemispheres were homogenized in buffer (250 mM sucrose, 20 mM Tris‐base pH 7.4, 1 mM EDTA, 1 mM EGTA) and an aliquot (~40 mg) was used as input for RNA extraction. Real time polymerase chain reaction was carried out with TaqMan Fast Advanced Master Mix (Thermo 4444556), and the appropriate TaqMan (Thermo) probes. Gapdh was detected with probe Rn01775763_g1 (exon junctions 2‐3, and 7‐8) and Treml1 was detected with Rn01511908_g1 (exon junctions 4–5). Samples were analyzed on a QuantStudio 6 Flex Real-Time PCR System (Thermo 4485697), and relative RNA amounts were quantified using LinRegPCR software (hartfaalcentrum.nl).

Brain slice preparation and CSF collection

Request a detailed protocol

6–8 week old rats were deeply anesthetized with isoflurane, and CSF was immediately collected from the cisterna magna using customized glass pipettes connected with syringes. The rats were then intracardially perfused with an ice-cold cutting solution containing (in mM) 120 Choline Chloride, 2.6 KCl, 26 NaH CO3, 1.25 NaH2PO4, 0.5 CaCl2, 7 MgCl2, 1.3 Ascorbic Acid, 15 Glucose, pre-bubbled with 95% O2/5% CO2 for 15 min. The brains were rapidly removed from the skull. Coronal brain slices containing the hippocampal formation (400 μm thick) were prepared in the ice-cold cutting solution bubbled with 95% O2/5% CO2 using Vibratome VT1200S (Leica Microsystems, Germany) and then incubated in an interface chamber in ACSF containing (in mM): 126 NaCl, 3 KCl, 1.2 NaH2PO4; 1.3 MgCl2, 2.4 CaCl2, 26 NaHCO3, and 10 glucose (at pH 7.3), bubbled with 95% O2% and 5% CO2 at 30°C for 1 hr and then kept at room temperature. The hemi-slices were transferred to a recording chamber perfused with ACSF at a flow rate of ~2 ml/min using a peristaltic pump.

Electrophysiological recording

Request a detailed protocol

Whole-cell recordings in the voltage-clamp mode (−70 mv) were made with patch pipettes containing (in mM): 132.5 Cs-gluconate, 17.5 CsCl, 2 MgCl2, 0.5 EGTA, 10 HEPES, 4 ATP and 5 QX-314, with pH adjusted to 7.3 by CsOH. Patch pipettes (resistance, 8–10 MΩ) were pulled from 1.5 mm thin-walled borosilicate glass (Sutter Instruments, Novato, CA) on a horizontal puller (model P-97; Sutter Instruments, Novato, CA).

Basal synaptic responses were evoked at 0.05 Hz by electrical stimulation of the hippocampal SC–CA3 >CA1 afferents using concentric bipolar electrodes. CA1 neurons were viewed under upright microscopy (FN-1, Nikon Instruments, Melville, NY) and recorded with Axopatch-700B amplifier (Molecular Devices, San Jose, CA). Data were low-pass filtered at 2 kHz and acquired at 5–10 kHz. The series resistance (Rs) was consistently monitored during recording in case of reseal of ruptured membrane. Cells with Rs >20 MΩ or with Rs deviated by >20% from initial values were excluded from analysis. EPSCs were recorded in ACSF containing 15 μM bicuculline methiodide to block GABA-A receptors. The stimulation intensity was adjusted to evoke EPSCs that were 40% of the maximal evoked amplitudes (‘test intensity’). 5–10 min after membrane rupture, EPSCs were recorded for 7 min at a test stimulation intensity that produced currents of ~40% maximum. For recording of paired-pulse ratio (PPR), paired-pulse stimuli with 50 ms or 200 ms inter-pulse interval were given. The PPR was calculated as the ratio of the second EPSC amplitude to the first. For recording of AMPA/NMDA ratio, the membrane potential was firstly held at-70 mV to record only AMPAR current for 20 sweeps with 20 s intervals. Then the membrane potential was turned to +40 mV to record NMDAR current for 20 sweeps with perfusion of 5 μM NBQX to block AMPAR. Mini EPSCs were recorded by maintaining neurons at −70 mV with ACSF containing 1 μM TTX and 15 μM bicuculline methiodide to block action potentials and GABA-A receptors respectively. mEPSCs were recorded for 5–10 mins for analysis. Data were collected and analyzed using the Axopatch 700B amplifiers and pCLAMP10 software (Molecular Devices) and mEPSCs are analyzed using mini Analysis Program.

Field potential recordings in the current-clamp mode were made with pipettes (resistance, 3–4 MΩ) containing 3 M NaCl. Basal synaptic responses were evoked at 0.05 Hz by electrical stimulation of the Schaffer collateral afferents using concentric bipolar electrodes. fEPSPs were recorded from CA3-CA1 synapse area near Schaffer collateral afferents. For the input-output curve, the stimulus intensity was raised from 0.4 mA in steps of 0.2 mA. LTP was induced after 10–20 mins of baseline recording with 5 trains of 1 s 100 Hz stimulation with 5 s intervals. Following assessment of basal synaptic transmission (BST) by plotting the stimulus voltages against slopes of field Excitatory Post-Synaptic Potentials (fEPSP), baseline was recorded every minute at an intensity that evoked a response 35% of the maximum evoked response. Responses were measured as fEPSP slopes expressed as percentage of baseline.

Antibodies treatment

Request a detailed protocol

10 ng/ml Goat anti-TNF-α (AF-510-NA, R and D Systems) or Goat IgG control (AB-108-C, R and D Systems) was incubated right after slice cutting and perfused throughout recording. Experiments were performed at 28.0 ± 0.1°C.

Statistical analysis

Request a detailed protocol

Data were analyzed using GraphPad Prism software and expressed as mean ± s.e.m. Statistical tests used to evaluate significance are shown in Figure legends. Significant differences were accepted at p<0.05.

Data availability

All data generated or analyzed during this study are included in the Source data files have been provided for all figures.

References

    1. Frautschy SA
    2. Yang F
    3. Irrizarry M
    4. Hyman B
    5. Saido TC
    6. Hsiao K
    7. Cole GM
    (1998)
    Microglial response to amyloid plaques in APPsw transgenic mice
    The American Journal of Pathology 152:307–317.
    1. Sengupta P
    (2013)
    The laboratory rat: relating its age with human's
    International Journal of Preventive Medicine 4:624–630.

Article and author information

Author details

  1. Siqiang Ren

    1. Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, Newark, United States
    2. Brain Health Institute, Jacqueline Krieger Klein Center in Alzheimer's Disease and Neurodegeneration Research, Rutgers, The State University of New Jersey, Newark, United States
    Contribution
    Conceptualization, Data curation, Formal analysis, Investigation, Writing - review and editing
    Contributed equally with
    Wen Yao
    Competing interests
    No competing interests declared
  2. Wen Yao

    1. Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, Newark, United States
    2. Brain Health Institute, Jacqueline Krieger Klein Center in Alzheimer's Disease and Neurodegeneration Research, Rutgers, The State University of New Jersey, Newark, United States
    Contribution
    Data curation, Formal analysis, Validation, Investigation, Methodology, Writing - review and editing
    Contributed equally with
    Siqiang Ren
    Competing interests
    No competing interests declared
  3. Marc D Tambini

    1. Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, Newark, United States
    2. Brain Health Institute, Jacqueline Krieger Klein Center in Alzheimer's Disease and Neurodegeneration Research, Rutgers, The State University of New Jersey, Newark, United States
    Contribution
    Conceptualization, Data curation, Validation, Investigation, Writing - review and editing
    Competing interests
    No competing interests declared
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-4461-586X
  4. Tao Yin

    1. Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, Newark, United States
    2. Brain Health Institute, Jacqueline Krieger Klein Center in Alzheimer's Disease and Neurodegeneration Research, Rutgers, The State University of New Jersey, Newark, United States
    Contribution
    Investigation, Writing - review and editing
    Competing interests
    No competing interests declared
  5. Kelly A Norris

    1. Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, Newark, United States
    2. Brain Health Institute, Jacqueline Krieger Klein Center in Alzheimer's Disease and Neurodegeneration Research, Rutgers, The State University of New Jersey, Newark, United States
    Contribution
    Investigation
    Competing interests
    No competing interests declared
  6. Luciano D'Adamio

    1. Department of Pharmacology, Physiology and Neuroscience, New Jersey Medical School, Newark, United States
    2. Brain Health Institute, Jacqueline Krieger Klein Center in Alzheimer's Disease and Neurodegeneration Research, Rutgers, The State University of New Jersey, Newark, United States
    Contribution
    Conceptualization, Resources, Data curation, Formal analysis, Supervision, Funding acquisition, Validation, Investigation, Visualization, Methodology, Writing - original draft, Project administration, Writing - review and editing
    For correspondence
    luciano.dadamio@rutgers.edu
    Competing interests
    No competing interests declared
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-2204-9441

Funding

National Institute on Aging (R01AG063407)

  • Luciano D'Adamio

National Institute on Aging (RF1AG064821)

  • Luciano D'Adamio

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Ethics

Animal experimentation: All experiments were done according to policies on the care and use of laboratory animals of the Ethical Guidelines for Treatment of Laboratory Animals of the NIH. The procedures were described and approved by the Rutgers Institutional Animal Care and Use Committee (IACUC) (protocol number 201702513). All efforts were made to minimize animal suffering and reduce the number of animals used. The animals were housed two per cage under controlled laboratory conditions with a 12 hr dark light cycle, a temperature of 22 ± 2°C. Rats had free access to standard rodent diet and tap water.

Copyright

© 2020, Ren et al.

This article is distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 2,103
    views
  • 343
    downloads
  • 34
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Siqiang Ren
  2. Wen Yao
  3. Marc D Tambini
  4. Tao Yin
  5. Kelly A Norris
  6. Luciano D'Adamio
(2020)
Microglia TREM2R47H Alzheimer-linked variant enhances excitatory transmission and reduces LTP via increased TNF-α levels
eLife 9:e57513.
https://doi.org/10.7554/eLife.57513

Share this article

https://doi.org/10.7554/eLife.57513

Further reading

    1. Neuroscience
    Bhanu Shrestha, Jiun Sang ... Youngseok Lee
    Research Article

    Sour taste, which is elicited by low pH, may serve to help animals distinguish appetitive from potentially harmful food sources. In all species studied to date, the attractiveness of oral acids is contingent on concentration. Many carboxylic acids are attractive at ecologically relevant concentrations but become aversive beyond some maximal concentration. Recent work found that Drosophila ionotropic receptors IR25a and IR76b expressed by sweet-responsive gustatory receptor neurons (GRNs) in the labellum, a peripheral gustatory organ, mediate appetitive feeding behaviors toward dilute carboxylic acids. Here, we disclose the existence of pharyngeal sensors in Drosophila melanogaster that detect ingested carboxylic acids and are also involved in the appetitive responses to carboxylic acids. These pharyngeal sensors rely on IR51b, IR94a, and IR94h, together with IR25a and IR76b, to drive responses to carboxylic acids. We then demonstrate that optogenetic activation of either Ir94a+ or Ir94h+ GRNs promotes an appetitive feeding response, confirming their contributions to appetitive feeding behavior. Our discovery of internal pharyngeal sour taste receptors opens up new avenues for investigating the internal sensation of tastants in insects.

    1. Neuroscience
    Yiting Li, Wenqu Yin ... Baoming Li
    Research Article

    Time estimation is an essential prerequisite underlying various cognitive functions. Previous studies identified ‘sequential firing’ and ‘activity ramps’ as the primary neuron activity patterns in the medial frontal cortex (mPFC) that could convey information regarding time. However, the relationship between these patterns and the timing behavior has not been fully understood. In this study, we utilized in vivo calcium imaging of mPFC in rats performing a timing task. We observed cells that showed selective activation at trial start, end, or during the timing interval. By aligning long-term time-lapse datasets, we discovered that sequential patterns of time coding were stable over weeks, while cells coding for trial start or end showed constant dynamism. Furthermore, with a novel behavior design that allowed the animal to determine individual trial interval, we were able to demonstrate that real-time adjustment in the sequence procession speed closely tracked the trial-to-trial interval variations. And errors in the rats’ timing behavior can be primarily attributed to the premature ending of the time sequence. Together, our data suggest that sequential activity maybe a stable neural substrate that represents time under physiological conditions. Furthermore, our results imply the existence of a unique cell type in the mPFC that participates in the time-related sequences. Future characterization of this cell type could provide important insights in the neural mechanism of timing and related cognitive functions.