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. 2021 Feb 24;10:19. doi: 10.12703/r/10-19

Insight into the role of phosphatidylserine in complement-mediated synapse loss in Alzheimer’s disease

Dimitra Sokolova 1,#, Thomas Childs 1,#, Soyon Hong 1,*
PMCID: PMC7946395  PMID: 33718936

Abstract

The innate immune system plays an integral role in the brain. Synaptic pruning, a fundamental process in developmental circuit refinement, is partially mediated by neuroimmune signalling at the synapse. In particular, microglia, the major tissue-resident macrophages of the brain, and the classical complement cascade, an innate immune pathway that aids in the clearance of unwanted material, have been implicated in mediating synapse elimination. Emerging data suggest that improper signalling of the innate immune pathway at the synapse leads to pathological synapse loss in age-related neurodegenerative diseases, including Alzheimer’s disease. Now the key questions are whether synapses are targeted by complement and, if so, which synapses are vulnerable to elimination. Here, we review recent work implicating C1q, the initiator of the classical complement cascade, and surrounding glia as mediators of synapse loss. We examine how synapses could undergo apoptosis-like pathways in the Alzheimer brain, which may lead to the externalisation of phosphatidylserine on synapses. Finally, we discuss potential roles for microglia and astrocytes in this ‘synaptic apoptosis’. Critical insight into neuroimmune regulatory pathways on synapses will be key to developing effective targets against pathological synapse loss in dementia.

Keywords: Alzheimer’s disease, mitochondrial dysfunction, synapse loss, classical complement cascade, microglia, astrocyte, phosphatidylserine, synaptosis, caspase-3, MFG-E8, TAM, TREM2

Introduction

Genetic studies in Alzheimer’s disease (AD) implicate microglia, the major resident immune cells of the brain, as modulators for the risk of dementia15. Studies in animal models of AD suggest that microglia may contribute to the risk by acting as cellular mediators of synapse loss611. One proposed mechanism for the microglia-mediated synapse loss involves a region-specific reactivation of an innate immune pathway called the classical complement cascade, which has been shown to play a critical role in developmental synaptic pruning12,13. However, what triggers this reactivation of the complement-mediated synapse pruning pathway is unclear. In particular, how synapses may be lost in AD is a critical question that needs to be elucidated. Literature in AD models suggests an interesting concept of ‘synaptosis’, whereby focal apoptotic cascades at dendritic spines can occur in the absence of neuronal death1416. This raises the intriguing questions of whether complement-mediated synapse loss by microglia in AD requires synaptosis and, if so, how. Here, we summarise emerging data from developing and diseased brains which suggest a role for phosphatidylserine (PtdSer), a canonical ‘eat me’ signal on apoptotic cells, in synapse loss. We then discuss potential links between externalised phosphatidylserine (ePtdSer), complement (C1q and C3) and receptors on microglia and astrocytes that could be involved in the recognition of ePtdSer. Furthermore, we speculate on whether and how ePtdSer may act as a signal for synaptosis in the AD brain. Synapse loss is a significant correlate of cognitive impairment in AD1722. Therefore, critical insight into mechanisms mediating synapse loss has the potential to identify effective therapeutic targets against cognitive decline and alter AD prognosis.

Complement-mediated synapse loss

A universal hallmark of neurologic diseases is the region-specific vulnerability of neurons and neuronal networks to dysfunction and loss23. Hence, a long-standing question in neurobiology has been what contributes to the region-specific loss of synapses and neurons. In AD, synapse loss strongly correlates with cognitive impairment1722 and appears to be present before overt neuronal loss24,25. Data from multiple laboratories collectively suggest that synaptic failure and loss in AD are likely initiated by pre-fibrillar oligomers of amyloid-beta (Aβ) and tau at synapses6,2633. However, precise mechanisms of how these oligomers initiate synapse loss and dysfunction need further investigation.

Insight into the role of the innate immune pathway in synapse loss stemmed from post-natal circuit refinement in the developing mouse brain. Synaptic pruning in the developing brain is a normal and highly regulated process, where supernumerary synapses are removed to obtain the appropriate number of synapses34. Multiple mechanisms have been shown to mediate synaptic refinement in the developing brain, depending on brain regions and timepoints35,36. These include immune pathways such as fractalkine signalling37,38 and triggering receptor expressed on myeloid cells 2 (TREM2)39 in the hippocampus, complement (C1q/C3)12,13, MERTK-MEGF1040 and IL-3341 in the visual thalamus, MHC class I-PirB4245 in the visual cortex, and fractalkine signalling and ADAM1046 in the barrel cortex. Among these, the classical complement cascade (C1q and C3) has been shown to be reactivated in multiple models of neurologic diseases6,810,4751. Complement proteins are innate immune molecules that act as ‘eat me’ signals to promote rapid clearance of invading pathogens or cellular debris5255. One way the complement-bound materials are eliminated from the blood is via circulating macrophages53,56. At the peak synaptic pruning period in the developing visual thalamus, microglia engulf synapses in a complement (C3-CR3)- and neuronal activity-dependent manner13. When the critical pruning window is largely over, complement (C1q and C3) activation appears to be down-regulated12,13,57. Disruption of complement pruning pathway results in sustained defects on synaptic connectivity12,13,58,59, suggesting a fundamental role for the classical complement cascade in brain wiring. Interestingly, a recent study suggested a possible role for complement and microglia in the healthy adult mouse brain involving engram-related memory processes60, raising the intriguing question of whether immune pathways critical for synaptic pruning in developing brains contribute to normal synaptic plasticity in the steady-state healthy adult brain. With normal aging, there is a region-specific vulnerability of synapses to loss and dysfunction61, and C1q and C3 have been shown to differentially affect age-dependent synaptic vulnerability57,62. Together, these studies suggest that the classical complement cascade contributes to synaptic development, maintenance and function throughout the lifespan of an animal.

In AD, complement activation was initially regarded as a secondary event related to peri-plaque neuropathology63, as C1q, C3 and C4 are often found up-regulated and localised to neuritic plaques64. Moreover, Aβ plaques have been shown to bind and regulate the expression and localisation of complement65. However, genetic data suggest that complement may be more than bystanders of AD: among the risk variants for AD are CLU, also known as complement lysis inhibitor or APOJ, and CR1, which encodes for the complement component C3b receptor66. Indeed, emerging data in both amyloid- and tau-induced mouse models of AD suggest that the classical complement cascade mediates synapse loss and dysfunction and cognitive impairment6,810,67. At pre-plaque ages of mouse models of AD (the J20 hAPP and APP/PS1 transgenic), C1q and C3 are reactivated in a brain region–specific manner and appear punctate and localised to synaptic proteins in vulnerable brain regions6. In addition, microglia were found to engulf synaptic proteins in a CR3-dependent manner6. Importantly, genetic or antibody means of blocking C1q, C3 or CR3 protect synapses from Aβ-induced loss and dysfunction and downstream cognitive impairment6,8,10. These findings corroborate those of an earlier study where C1qa-deficient mice crossed with the Tg2576 hAPP mouse model resulted in less plaque-related neuronal damage, synapse loss and gliosis compared with C1qa-sufficient mice67. Similarly, in the Tau-P301S model, unbiased proteomics of hippocampal post-synaptic densities (PSDs) revealed C1q as the most highly up-regulated protein relative to wild-type mice9. Injecting anti-C1q functional blocking antibody into the hippocampus of these mice attenuated the loss and microglial engulfment of synaptic proteins9. In addition, levels of C1q also positively correlated with levels of phospho-tau in PSDs from the temporal cortex of AD human brains9. Genetic deletion of C3 also rescued neurodegeneration in the Tau-P301S model10. Together, these data suggest that the classical complement cascade is reactivated in AD-like brains and mediates synapse loss and dysfunction. Interestingly, inhibiting68 or deleting69 C3 in one APP mouse model (the J20) resulted in increased plaque-related neurodegeneration whereas C3 deletion in other mouse models (APP/PS18 and PS2APP10) resulted in an amelioration of plaque-related neurodegeneration. In a tau-based model, C3 deletion was protective for neuron loss and brain atrophy10. This apparent discrepancy could have stemmed from major differences in the mouse models themselves8. However, it is important to note that, despite increased levels of plaques, synapses were still protected from loss and memory was intact in the aged APP/PS1 mice8. These studies together suggest that complement is activated in the brain in various contexts to clear what is deemed as ‘debris’ (for example, synapses as well as plaques). Therefore, understanding what on synapses reactivates complement for microglial elimination will be a critical question for the AD field to assess1.

Understanding the molecular determinants of synaptic vulnerability in Alzheimer’s disease

Apoptosis-like events on synapses in Alzheimer’s disease

Apoptosis, a process of programmed cell death involving caspase-3 activation, has an essential role in triggering the removal of damaged or dying cells by the immune system55. Interestingly, Aβ-induced synaptic impairment was ameliorated in caspase-3–deficient rodent models, suggesting that caspase-3 activation is important for Aβ-induced synaptic dysfunction70. Caspase-3 activation within hippocampal neurons has been shown to be essential for regulation of spine density and dendrite morphology71. Synaptotoxic Aβ species appear to activate local apoptotic cascades, including the cleavage of caspase-3, in synaptosomes and dendrites14. Cleaved caspase-3 levels are increased in post-synaptic densities from post-mortem AD human brains72 and in hippocampal synaptosomes of pre-plaque Tg2576 hAPP mice at the onset of memory decline and spine loss15. These findings collectively suggest that caspase-3 activity contributes to the loss and dysfunction of dendritic spines in AD models and support the notion of focal apoptotic cascades at synapses (that is, ‘synaptosis’)73,74. Furthermore, cleaved caspase-3 immunoreactivity was found in spines but not in neuronal soma or pre-synaptic terminals of the Tg2576 hAPP mice15, suggesting a potential selective vulnerability of spines in this synaptosis paradigm. Some intriguing questions are whether apoptotic synapses are specifically removed by the immune system and, if so, what mediates this.

A role for externalised phosphatidylserine at the synapse

A fundamental mechanism employed by the immune system to eliminate damaged or dying cells is the recognition by macrophages of ‘eat me’ and ‘don’t eat me’ signals expressed on the cell surface55. PtdSer is a membrane phospholipid that acts as an ‘eat me’ signal on apoptotic cell surfaces55. PtdSer is normally asymmetrically localised to the inner leaflet of the plasma membrane, but as cells undergo apoptosis, PtdSer is externalised to the outer leaflet. Cleavage of caspase-3 activates flippases such as ATP11A and ATP11C and inactivates scramblases such as Xkr8, which promote the externalisation and internalisation of PtdSer, respectively7577. ePtdSer on the surface of apoptotic cells then is recognised as an ‘eat me’ signal by macrophages for phagocytosis55. Interestingly, ePtdSer has also been proposed to act as a ligand for C1q on apoptotic cells and this binding of C1q to apoptotic cells is inhibited with annexin V, a known PtdSer-binding protein78. Recent studies in the developing brain suggest that ePtdSer levels are increased on pre-synaptic compartments during critical periods of circuit refinement79,80. Furthermore, ePtdSer-positive neuronal terminals were found within lysosomal compartments of microglia and this localisation was ameliorated in C1qa knockout mice79. These data suggest a potential role for ePtdSer on synapses as a molecular target of C1q deposition and subsequent microglial engulfment. In the Tg2576 hAPP mouse model of AD, there was an increase of ePtdSer on hippocampal synaptosomes at the onset of hippocampal-dependent memory impairment, synaptic alterations and spine loss15. However, whether ePtdSer contributes to synapse loss in AD has yet to be shown.

Potential links between mitochondrial dysfunction and synaptosis

The activation of caspase-3 on dendritic spines of Tg2576 hAPP mice appears to be dependent on apoptosomes15, which are apoptosis-mediating protein complexes formed following the release of cytochrome c from mitochondria81. Furthermore, mitochondrial ATP synthase activity, which modulates levels of neuronal PtdSer externalisation82, has been shown to be impaired in AD mouse and human brains8385, particularly in synaptic mitochondria85. These data suggest a possible link between synaptic mitochondria and synaptosis. In AD human brains, synaptosomes isolated from the temporal cortex have decreased levels of mitochondrial electron transport chain (ETC) complexes I, IV and V, along with an increased level of complement proteins in the same synaptosomes, relative to healthy control subjects86. Accordingly, proteomic analysis of the APP/PS1 transgenic mice showed altered levels of mitochondrial ETC proteins in C1q-associated synaptosomes87. It is unclear whether these findings are due to decreased protein expression, decreased localisation of mitochondria within synapses or due to preferential loss of mitochondria-rich synapses. However, reduction in the expression of mitochondrial oxidative phosphorylation genes in AD human brains has been shown at the mRNA level88. Furthermore, the activity of PtdSer flippases and scramblases can be modulated by ATP8992, reactive oxygen species (ROS)93 and intracellular Ca2+ levels9295. Mitochondria are critical for supplying ATP and ROS96,97 as well as buffering Ca2+ following synaptic activity9799. The expression of mitochondrial Ca2+ efflux and influx genes is altered in post-mortem AD human brains100; and in hippocampal and cortical neurons from hAPP transgenic mice, the ability of mitochondria to buffer Ca2+ is impaired101,102. Furthermore, the levels of ROS are increased in synaptic mitochondria103 and synaptosomes104 of pre-plaque hAPP mice relative to wild-type mice. These studies together raise the question of whether mitochondrial dysfunction leads to synapse loss and, if so, how. Further studies are needed to strengthen the role of synaptic mitochondria in synaptosis as well as potential links between synaptic Ca2+, ATP and ROS levels with ePtdSer.

How apoptotic synapses may be recognised for elimination

Tissue-resident macrophages recognise ‘eat me’ signals, such as ePtdSer, on apoptotic cells to mediate engulfment and clearance using a plethora of receptors55. Binding of ePtdSer by these receptors can be direct (for example, T-cell immunoglobulin and mucin domain containing 4, or TIM4) or indirect (for example, TYRO, AXL and MER [TAM] receptor tyrosine kinases and α3β5 and α5β5 integrins), the latter of which require ligands to bridge the interaction between receptor and ePtdSer such as GAS6, PROS1 and milk fat globule-EGF factor 8 protein (MFG-E8)55,105.

Potential role for microglial TREM2 in synapse elimination

Of particular interest is TREM2, which has been shown to mediate the clearance of apoptotic cells by macrophages in the brain106109. Genome-wide association studies identified mutations in TREM2, such as the R47H loss-of-function variant110, as significantly altering the risk for developing AD111,112. One mechanism proposed for TREM2 is to act as an immune sensor to detect damage109,113. Lipids that accumulate after tissue damage or become externalised on apoptotic cells, such as ePtdSer on neuronal membranes, have been shown to activate TREM2 signalling108,114,115. In line with this, multiple studies in AD mouse models suggest that microglia with dysfunctional TREM2 are unable to sense Aβ plaques and thus fail to form a putative protective barrier around plaques114120. TREM2 has also been suggested to be a critical determinant of lipid metabolism in macrophages as well as microglial cell survival115,121. In particular, functional knockouts of Trem2 lead to the inability of microglia to adopt reactive phenotypes (the disease-associated microglia, or DAM)120124. Hence, proper TREM2 signalling may become even more crucial for brain health and homeostasis with aging. An intriguing idea is whether with aging, when the need to clear complement (C1q)-associated synapses increases57, aged microglia with decreased lipid metabolic and phagocytic capacity125 are unable to efficiently sense or clear what the brain regards as debris.

Loss-of-function mutations in TREM2 or DAP12, an adaptor protein for TREM2 signalling, underlie the Nasu–Hakola disease, in which patients display progressive presenile dementia126,127. These findings suggest that TREM2 may have an important role in the maturation and maintenance of synaptic function and connectivity. Indeed, genetic deletion of Trem2 leads to increased synaptic density and enhanced excitatory neurotransmission in the developing mouse hippocampus39, and mice expressing mutations in DAP12 display impaired synaptic maturation128. Emerging data further suggest a role for TREM2 in microglia-mediated synapse elimination. Culturing neurons with microglia from Trem2-deficient mice prevented synapse loss compared with microglia from wild-type mice79. Introducing the humanised R47H variant of TREM2 into the TauP301S AD mouse model ameliorated C1q deposition on synapses and synaptic localisation within microglia compared with TauP301S mice with the TREM2 common variant11. A similar decrease of synaptic markers within microglial phagolysosomes was displayed in AD post-mortem human brains harbouring the R47H and R62H variants of TREM2 versus common variants11. This apparent neuroprotective role of the R47H or R62H variants, at first glance, does not concur with human genetics111,112. However, it may be in line with previous studies suggesting TREM2 as a critical immune sensor for damage and the R47H variant impairing this ability to sense113. Akin to what has been shown for the role of classical complement cascade in Aβ-induced synaptic loss versus plaque deposition6,8, whether TREM2 is beneficial versus detrimental may depend on the local milieu and the precise insult (that is, the identified ‘damage’ to be cleared)129. Future studies, including behaviour and long-term effects on cognitive function, are needed to elucidate the roles of TREM2 in synaptic and cognitive health. Furthermore, whether ePtdSer or other damage-associated lipids contribute to TREM2-mediated synapse elimination in AD and whether this involves the complement reactivation in microglia are unclear.

Astrocytic MFG-E8 as a potential phosphatidylserine interactor

Astrocytes are intimately associated with synapses, physically130133 and functionally134, where they maintain synaptic homeostasis135. They have been shown to mediate synapse formation and maturation136139 as well as elimination40,41,140142. Recent data in the developing visual thalamus suggest that astrocytes can mediate synapse loss by direct engulfment of synapses via MERTK and MEGF1040,142 and by modulating microglial engulfment of synapses via secretion of IL-3341. Interestingly, astrocytes in a given region are highly specialised to meet the demands of the neurons and synapses132. This raises the questions of whether and how astrocytes contribute to region-specific synapse vulnerability in disease.

In the peripheral immune system, MFG-E8 has been identified as a bifunctional molecular linker of apoptotic cells to phagocytes143; that is, MFG-E8 binds simultaneously to ePtdSer and α5β3 or α5β5 receptors via a C2 domain and RGD motif, respectively144,145. In vitro, treating with annexin V or cyclical arginine-glycine-aspartic acid (cRGD) integrin-binding motif (which inhibit ePtdSer–MFG-E8 and MFG-E8–receptor interactions, respectively) prevents Aβ-induced engulfment of neurons by microglia146,147. In vivo, genetic deletion of Mfge8 reduces lipopolysaccharide-induced neuronal loss in the striatum148. Furthermore, tau-laden neurons cultured from P301S-tau mice externalise PtdSer and subsequently are engulfed by microglia and this can be prevented by cRGD149. Although these studies have focused on microglial MFG-E8, MFG-E8 appears to be enriched in astrocytes in the brain150153, unlike in the periphery, where MFG-E8 is expressed by tissue-resident macrophages55,154,155. In Drosophila models, MFG-E8 is involved in the engulfment of dendrites, which display ePtdSer during developmental pruning or upon laser injury156. These data together raise the possibility of whether astrocytic MFG-E8 mediates cross-talk with microglia to facilitate synaptic engulfment.

Potential cross-talk between microglia and astrocytes in mediating synaptosis

Both microglia and astrocytes may be required for complement-mediated synapse loss. In the brain, microglia are a major cellular source of C1q6,157 and astrocytes are of C3158. Microglia have been suggested to be responsible for the ‘conversion’ of astrocytes to a reactive ‘A1’ phenotype, where C3 is a key marker, through a few factors, including C1q159. Furthermore, blocking this conversion appears neuroprotective in two models of neurodegenerative diseases: Parkinson’s160 and amyotrophic lateral sclerosis161. However, whether astrocytic C3 is required for synapse loss in AD models needs to be further elucidated. Furthermore, microglia and astrocytes both are equipped with clearance machineries, raising the question of whether these two glia cell types have complementary or redundant roles in mediating synapse loss. For example, PtdSer receptors such as TAM receptor tyrosine kinases TYRO3, AXL and MER are expressed by both microglia and astrocytes40,55,150,158. Microglial TAM has been shown to mediate the clearance of apoptotic cells in the subgranular zone of the dentate gyrus and the subventricular zone, which are neurogenic regions in the adult central nervous system162. Time-lapse in vivo imaging showed microglia and astrocytes having distinct functions in the removal of single neurons that were dying upon two-photon ablation163, such that microglia appeared to engulf large cell bodies while astrocytes engulf small diffuse debris. In vivo spinal cord imaging revealed an intimate physical interaction of astrocytes and microglia upon injury, and this interaction appears to require complement (C3) signalling164. Microglia were also suggested to instruct synaptic pruning by astrocytes in synaptic refinement, potentially via TREM2165. Together, these data suggest that cross-talk between microglia and astrocytes have important functional consequences on synaptic health and neuronal function166.

In aged and AD brains, the transcriptional profiles of microglia and astrocytes are significantly altered120,153,158,167171. In particular, microglia up-regulate PtdSer receptors such as Trem2 and Axl120,167170, and astrocytic expression of PtdSer-bridging molecules such as Pros1 and Mfge8 and receptors such as Megf10 becomes dysregulated149,153,158,172. Some intriguing questions are whether the changes of expression of these molecules involved in PtdSer recognition impair the ability of microglia or astrocytes to effectively respond to damaged synapses and neurons and whether they trigger the aberrant removal of otherwise healthy synapses.

Conclusions

Insight into molecular factors mediating region-specific synapse loss will be critical to changing the course of AD. Emerging data suggest that immune mechanisms involving classical complement cascade are critical for synaptic homeostasis, raising the key question of whether certain synapses are targeted for elimination by glia. To this end, recent literature highlights a potential role for ePtdSer in determining synaptic vulnerability. We postulate several pathways, including caspase-3 activation and mitochondrial dysfunction, that may lead to the externalisation of PtdSer on synapses (Figure 1). We then speculate how ePtdSer on synapses may be recognised by microglia or astrocytes (or both) for elimination (Figure 2). In particular, we focus on putative ePtdSer pathways such as TREM2 and MFG-E8. Altogether, we propose that synapses with ePtdSer may be selectively targeted by complement for deposition and subsequent engulfment by glia. However, to the best of our knowledge, no definitive link has been established between ePtdSer, complement and putative PtdSer receptors on glia. Furthermore, whether synaptic mitochondria become dysfunctional and contribute to synapse loss in AD needs further elucidation. As the classical complement cascade and microglia have been implicated in multiple models of neurologic diseases36, understanding what makes synapses vulnerable to complement-mediated engulfment and loss will be crucial to resolving neuroimmune interactions critical for brain health.

Figure 1. Potential mechanisms leading to synaptic phosphatidylserine externalisation in Alzheimer’s disease.

Figure 1.

Schematic representation of potential pathways by which oligomeric amyloid-beta and hyperphosphorylated tau may increase the vulnerability of synapses to loss in Alzheimer’s disease. Synaptic mitochondrial dysfunction may lead to a build-up of cleaved caspase-3, reactive oxygen species (ROS) and Ca2+, accompanied by a decrease in ATP. These events can modulate the activity of flippases and scramblases, enzymes which regulate the localisation of phosphatidylserine (PtdSer), such that PtdSer is locally externalised to the outer leaflet of synaptic membranes. ePtdSer, externalised phosphatidylserine.

Figure 2. Potential cross-talk between microglia and astrocytes in synapse elimination in Alzheimer’s disease.

Figure 2.

Schematic representation of proposed glial mechanisms that may mediate the clearance of synapses upon potential externalisation of phosphatidylserine (PtdSer). C1q and C3 proteins secreted by neighbouring microglia and astrocytes, respectively, may mediate engulfment by microglia upon C3b–CR3 interaction. Triggering receptor expressed on myeloid cells 2 (TREM2) may be an important determinant of synapse loss, potentially via recognition of externalised phosphatidylserine (ePtdSer). Astrocytic milk fat globule-EGF factor 8 protein (MFG-E8) may facilitate the interaction between ePtdSer and α5β3 or α5β5 glial phagocytic receptors. Other putative glial PtdSer signalling pathways, such as GAS6/PROS1 and TAM (TYRO, AXL and MER) family of receptors, may also be involved in clearing of synapses with ePtdSer.

Importantly, most of these mechanistic insights have been explored in rodent models, which can be a powerful tool to understanding the basic mechanisms of how our brain works. However, it is important to note that striking differences between mice and humans, especially in microglia170,173,174, may lead to fundamental differences in complex and chronic age-related neurodegenerative diseases such as AD. Additionally, in Aβ-induced models of AD, synapse loss has been suggested to precede overt plaque deposition6,175. However, in patients with AD, when synapses start becoming vulnerable and lost is not fully understood. Recent development of imaging markers that selectively bind to synaptic elements22 will be instrumental in better defining the timeline progression of synaptic health in AD.

Acknowledgements

We thank Morgan Sheng (Broad Institute, Cambridge, MA, USA), Cynthia Lemere (Brigham and Women’s Hospital, Boston, MA, USA) and Won-Suk Chung (KAIST, Daejeon, Republic of Korea) for critical reading of the manuscript. The figures were made with BioRender.

The peer reviewers who approve this article are:

  • Morgan Sheng, Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA

  • Cynthia Lemere, Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Building for Transformative Medicine, 9th Floor, 60 Fenwood Road, Boston, MA 02115, USA

  • Won-Suk Chung, Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea

Funding Statement

This work was supported by the UK Dementia Research Institute (SH), which receives its funding from DRI Ltd, the UK Medical Research Council, Alzheimer’s Society and Alzheimer’s Research UK (SH), the Collaborative Pairs project of the Chan Zuckerberg Initiative (SH), AstraZeneca UK Limited (DS) and the Biotechnology and Biological Sciences Research Council (DS).

The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

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