Skip to main content
Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Aging Dis. 2024 May 7; 15(3): 1277–1288.
Published online 2024 May 7. doi: 10.14336/AD.2023.0623
PMCID: PMC11081170
PMID: 37450927

Astrocyte-Microglia Crosstalk: A Novel Target for the Treatment of Migraine

Abstract

Migraine is a pervasive neurologic disease closely related to neurogenic inflammation. The astrocytes and microglia in the central nervous system are vital in inducing neurogenic inflammation in migraine. Recently, it has been found that there may be a crosstalk phenomenon between microglia and astrocytes, which plays a crucial part in the pathology and treatment of Alzheimer's disease and other central nervous system diseases closely related to inflammation, thus becoming a novel hotspot in neuroimmune research. However, the role of the crosstalk between microglia and astrocytes in the pathogenesis and treatment of migraine is yet to be discussed. Based on the preliminary literature reports, we have reviewed relevant evidence of the crosstalk between microglia and astrocytes in the pathogenesis of migraine and summarized the crosstalk pathways, thereby hoping to provide novel ideas for future research and treatment.

Keywords: migraine, astrocyte, microglia, crosstalk, inflammation

1. Introduction

A migraine is characterized by severe unilateral headache recurrence and other neurological symptoms. It affects 15.1% of the world’s population and is one of the most common neurological diseases encountered in clinical practice. Inflammation of the trigeminovascular system is one of the leading causes of migraines [1] and provides an anatomical and neurophysiological basis for understanding them better [2]. Previous studies have shown that activated microglia and astrocytes significantly contribute to neurogenic inflammation. Release of pro-inflammatory cytokines can increase arachidonic acid product levels, which can provoke migraine and other neurological manifestations, including fatigue and nausea [3, 4].

As research on astrocytes and microglia has become more profound, the crosstalk between them has become a novel focus in neuroimmunity [5]. It has been thoroughly studied in inflammatory diseases such as Alzheimer's disease (AD) [6]. Microglia and astrocytes can be activated into two polarized states: a pro-inflammatory phenotype (microglia: M1 phenotype and astrocytes: A1 phenotype) and an anti-inflammatory phenotype (microglia: M2 phenotype and astrocytes: A2 phenotype). On the one hand, in a pathological state, microglia (M1) can regulate the activation of astrocytes (A1). The activated astrocytes (A1) can recruit more immune cells to migrate to the injured area, forming a mutual information dialogue and thus facilitating cascade amplification of the inflammatory effect in the initial stage, but on the other hand, the activated astrocytes (A2) can also deter the overreaction of microglia (M1) by releasing multiple cytokines [7]. However, the interaction between astrocytes and microglia in migraines remains unclear. Emerging evidence indicates that targeted regulation of the “astrocyte-microglia” crosstalk can potentially improve neurological function [8, 9]. Novel treatments for various central inflammatory diseases may rely on recognizing the molecular mediators involved in astrocyte-microglia crosstalk and the factors conducive to facilitating the recovery of the appropriate glial phenotype and functional homeostasis. Therefore, we introduced the concept of astrocyte-microglia crosstalk into the field of migraine research and reviewed contemporary research trends with the expectation of further promoting pathological research and treatment of migraines.

2. Microglia, astrocytes, and migraines

2.1. Microglia and migraines

Microglia are vital immune cells in the central nervous system (CNS) [1] that can sense changes in the microenvironment and respond quickly. Microglia are critical for the brain’s innate immunity. They are the dominant regulator of neuroinflammation and are of great significance in developing, maintaining, and repairing the CNS [10, 11]. Microglia activation is crucial for abnormal neuronal signal transmission; however, abnormal microglia activation can result in migraines and other diseases [12].

According to a recent study, microglia can be divided into two phenotypes: M1 and M2 microglia. M1 microglia (biomarker: interleukin 1 beta (IL-1β), IL-6, tumor necrosis factor-alpha (TNF-α), etc.) [13, 14] are a group of cells that mainly secrete pro-inflammatory cytokines and show pro-inflammatory functions. They can produce TNF-α, IL-1β, IL-6, and other inflammatory mediators, such as glutamic acid and nitric oxide (NO), initiate inflammatory reactions, and lead to apoptosis and secondary injury, showing pronounced neurotoxic effects. M2 microglia (biomarker: IL-10, IL-4Rα, YM-1, etc.) [13, 15] can generate a large number of platelet-derived growth factors (PDGF), transforming growth factor beta (TGF-β), IL-10, and other cytokines; hence, they play a vital role in angiogenesis, anti-inflammatory factor secretion, and inflammatory repair.

The effect of microglia on migraines has gradually gained public attention. A study found that increased P2Y14 receptors in the trigeminocervical complex (TCC) microglia are essential in generating mechanical allodynia in migraine rat models [16]. As a purinergic receptor expressed in microglia, the P2X7 receptor (P2X7R) participates in the central sensitization of chronic migraine (CM) and has become a potential target for its treatment [17]. Microglial glucagon-like peptide-1 receptor (GLP-1R) activation in the trigeminal nucleus caudalis (TNC) may regulate microglial activation in the TNC via the PI3K/Akt pathway to suppress the central sensitization of CMs [18]. A study on migraine rat models [19] found that microglial activation was evident in the cervical spinal cord posterior horns, and microglial inhibitor pretreatment could effectively suppress hyperalgesia and c-Fos expression. Moreover, researchers discovered that [20] microglia in the TNC could be activated by repeated dural stimulation with inflammatory soup (IS), causing region-specific increases in blood-brain barrier (BBB) permeability isolated from the TNC in rats.

2.2. Astrocytes and migraines

Astrocytes are the most abundant cell type in the CNS and are mainly responsible for regulating brain homeostasis, including maintaining ion gradients and neurotransmitter clearance [21]. They are a vital link in the pathogenesis of various CNS diseases and are the main targets of many CNS disease treatments [22]. When stimulated by CNS diseases or exogenous substances, astrocytes are activated [23], shifting from their normal resting state to an active state and forming reactive astrocytes characterized by hypertrophy, leading to high expression of intermediate filament proteins and functional changes [24]. During activation, astrocytes secrete various cytokines, chemical molecules, growth factors, and neurotrophic factors [25]. Interleukins, growth factors, and chemokines bind to specific receptors on the astrocyte membrane, activate various signaling pathways in cells, and regulate the transcription and expression of corresponding genes. Therefore, the activation of astrocytes is not controlled by a simple "on-off" pathway but is finely regulated by many intracellular and extracellular signals together [25]. There are two phenotypes of activated astrocytes: the A1 astrocyte (inducer: IL-1α, complement component 1, q subcomponent, TNF-α, etc.; biomarker: complement component C3) [26, 27] that destroys synapses and kills neurons and the A2 astrocyte (biomarker: Clcf1, LIF, IL-6, IL-10, etc.) that has a protective effect on neurons [26]. Astrocytic activation is a double-edged sword. It is indispensable for reducing injuries and the spread of inflammation but also inhibits the regeneration of synapses and cells [28].

According to the latest research [29, 30], astrocytic activation significantly affects central sensitization, which is the potential pathogenesis of migraines. In the IS-induced mouse model, A1 astrocytes are generated and sustained, which may lead to migraines by regulating the release of CC-chemokine ligand 7 (CCL7), CC-chemokine ligand 12 (CCL12), and IL-10. Apart from their connection to central sensitization, gene sets containing genes related to astrocytes also tend to elicit migraines. Furthermore, impaired astrocyte function facilitates migraine-like cranial pain in mouse models [31].

Therefore, different types of microglia and astrocytes are of great importance in developing and treating migraine. However, their dynamic interactions need further exploration (Fig. 1).

An external file that holds a picture, illustration, etc.
Object name is AD-15-3-1277-g1.jpg

Microglia and astrocyte in migraine.

3. Pro-inflammatory pathways related to migraine in astrocyte-microglia crosstalk

3.1. Inflammatory cytokines crucial to pro-inflammatory astrocyte-microglia crosstalk

Cytokines are vital endogenous substances involved in immune and inflammatory reactions. Neurogenic inflammation caused by changes in cytokine levels is crucial in the pathogenesis of migraine [32]. The activation of microglia and astrocytes exhibits noticeable sequential features. The expression of pro-inflammatory cytokines in microglia reaches its peak 2-4 h after the peripheral injection of lipopolysaccharide (LPS), while cytokine expression in astrocytes is delayed and peaks at 12 h [13]. Astrocytes produce certain pro-inflammatory factors; however, microglia remain a major source of cytokines [27]. Therefore, the inflammatory activation of microglia provides a crucial initiative in the pro-inflammatory process of astrocyte-microglia crosstalk.

3.1.1. Microglia (IL-1)-Astrocyte (IL-1R)

IL-1 is a highly active pro-inflammatory cytokine that lowers pain thresholds and damages tissues. It can be further divided into IL-1α and IL-1β [33]. In the migraine models’ trigeminal ganglion (TG), higher levels of microglial activation and increased production of IL-1β were observed [34]. Previous studies have found that microglia modulate astrocytic activation via the release of IL-1 and that IL-1Rs are mainly expressed in astrocytes [35]. It has been confirmed that blocking the IL-1/IL-1R pathway in the TNC brain region can inhibit pain hypersensitivity in migraine mice[36]. Therefore, when IL-1Rs on astrocytes receive an IL-1 signal from microglia, it can initiate a series of intracellular signal cascade reactions, finally leading to hyperalgesia seen in migraines.

3.1.2. Microglia (IL-18)-Astrocyte (IL-18R)

IL-18 is a vital regulator of innate and acquired immune responses and participates in pain processes, including neuropathic pain. A previous study showed that microglia-derived IL-18 signaling in the medullary dorsal horn is essential in experimental migraine [37]. On the one hand, IS dural infusions induced microglial activation and the up-regulation of IL-18 through the p38 MAPK pathway derived from toll-like receptor 4 (TLR4); on the other hand, microglia-derived IL-18 further acted on IL-18R primarily expressed by astrocytes and increased phosphorylation of nuclear factor-kappa B (NF-κB), thus activating astrocytes. However, blocking the IL-18 signaling pathway can weaken nociceptive behavior and suppress NF-κB phosphorylation and astrocyte activation [37]. It can be concluded that this interaction between microglia and astrocytes mediated by IL-18/IL-18R enhanced tactile allodynia via glial cell-specific NF-κB signal transduction cascades.

3.1.3. Microglia (VEGF-B)-Astrocyte (VEGFR-1)

Vascular endothelial growth factor (VEGF) is a primary regulator of vascular development and blood and lymphatic function and can increase vascular permeability. The VEGF-VEGFR system is a critical link in regulating inflammation [38]. VEGF may play a significant role in migraine pathogenesis and/or chronification in a novel case-control study of patients [39]. Further research found that the effects microglia have on astrocytes can also be targeted: microglia-derived VEGF-B can control astrocytic function concerning CNS pathology, trigger the VEGFR-1 activation in astrocytes, and promote CNS inflammation [10]. Therefore, it may be one of the main signaling pathways of the trigeminovascular system leading to migraine pain symptoms.

3.1.4. Astrocyte (IL-15)-Microglia (IL-15R)

IL-15 is a pro-inflammatory cytokine that coordinates homeostasis and intensity of immune responses. Previous studies have shown that IL-15 can promote immune system activation and nociceptor sensitization in headache diseases such as migraine [40]. The IL-15 glial fibrillary acidic protein promoter (GFAP-IL-15) controls the expression of IL-15. In GFAP-IL-15 mice, astrocyte-targeted IL-15 expression results in neurological deficits. GFAP-IL-15 mice show an accumulation of microglia close to astrocytes in the diseased brain [41]. A human study also found that human microglia mainly express the mRNA transcript of IL-15R [42]. Therefore, IL-15 can be determined as a primary mediator of the pro-inflammatory crosstalk between astrocytes and microglia in migraines.

3.1.5. Astrocyte (IL-33)-Microglia (ST2)

Interleukin-33 (IL-33) is a member of the multifunctional IL-1 family of cytokines [43]. Previous studies have shown that the interaction between IL-33 and microglia mediates pain sensitivity related to migraines [44]. Astrocytes are the primary source of IL-33 in the brain, and microglia mainly express Interleukin 1 Receptor-Like-1 (ST2) [45, 46]. Research has demonstrated that astrocyte-derived IL-33 promotes microglial synapse engulfment, the development of neural circuits, limits the number of excitatory synapses during development by facilitating the engulfment of synaptic proteins [45], and concurrently promotes the increased production of pro-inflammatory cytokines, chemokines, and oxidative stress molecules [43-45]. Therefore, abnormal IL-33/ST2 signaling pathway activation can aggravate the central sensitization of migraine and other diseases.

3.2. Chemokine crucial to pro-inflammatory astrocyte-microglia crosstalk

Chemokines are a kind of small molecular protein (8-10 kDa) with chemotactic activity belonging to the cytokine family, which can mediate the migration of leukocytes to inflammatory sites. They are expressed in large amounts in many regions of the brain and spinal cord [47]. Chemokines perform various functions in the CNS during development. Throughout adulthood, they continue to mediate intercellular communication [48] and are closely associated with CNS inflammatory diseases [49] and pain [50]. In a study investigating chemokine levels in patients with migraines, increased levels of chemokines were found both in the interictal period and during attacks [51], suggesting that chemokines may be related to their pathogenesis.

3.2.1. Astrocyte (CCL2)-Microglia (CCR2)

CC chemokine ligand 2 (CCL2) is from the C-C motif chemokine family. It is of great significance and a key mediator in inflammation. Furthermore, it can also attract or enhance the expression of other inflammatory factors/cells [52]. The astrocyte-derived chemokine CCL2 is crucial in microglial activation and movement during inflammation and subsequent neurodegeneration, and the CCL2/CCR2 axis is involved in astrocyte-microglia crosstalk, which mediates microbial activation and thus contributes to increased neuroinflammation [53]. According to previous clinical research, a high level of MCP-1/CCL2 was observed in the serum of patients with migraine [54]; moreover, CCR2 was also associated with migraine [55]. The CCL2-CCR2 pathway participates in CNS inflammation during migraine to a large extent.

3.3. Complement system crucial to pro-inflammatory astrocyte-microglia crosstalk

The complement system is part of the innate immune system and enhances the engulfment of cellular debris, apoptotic bodies, and misfolded proteins [56]. In a healthy brain, the complement system can influence neurodevelopment, neurogenesis, synaptic pruning, clearance of neuronal vesicles, recruitment of phagocytes, and protection from pathogens. A study on the serum proteomic profile of menstrual-related migraines showed upregulation of complement compared with non-headache control females [57].

3.3.1. Microglia (C1q)-Astrocyte (C1qR)

As a novel adipocyte factor, the q subcomponent (C1q) may participate in metabolism and inflammation [58]. Abnormal microglial activation can induce A1 reactive astrocytes in vitro and in vivo. It has also been demonstrated that A1 reactive astrocytes are mainly induced by microglia-derived cytokines (such as C1q) [26]. In a study on migraines [59, 60], it was found that patients with a genetic defect in the complement 1 inhibitor manifested migraine-like episodes, and using a C1 esterase inhibitor (C1-INH) could block the C1q-C1qR pathway to improve migraine disability. Therefore, the C1q-C1qR pathway may mediate crosstalk between microglia and astrocytes to produce migraine pain symptoms.

3.3.2. Astrocyte (C3)-Microglia (C3aR)

C3 is a protein in the complement system conducive to the innate immune response. C3/C3aR signaling is vital to innate immune pathogen defense and plays a considerable role in inflammation and neurodegeneration [61]. Novel proteomics analysis revealed that the expression levels of complement C3 were higher in patients with migraine than in healthy volunteers or during pain than in the pain-free period [62]. Animal studies have found that in a mouse model of CNS inflammatory disease, whose complement pathway has been activated, complement factor C3 secreted by astrocytes interacts with the microglial C3a receptor (C3aR) to regulate microglial engulfment dynamically [8]. Therefore, it can be concluded that the C3/C3aR complement-activated astrocyte-microglia crosstalk is the core of neuroinflammation in a mouse model of CNS inflammatory diseases, such as migraine.

3.4. Lipocalin proteins crucial to pro-inflammatory astrocyte-microglia crosstalk

Lipocalin proteins are adipocyte factors mainly expressed in mononuclear phagocytes, neutrophils, and adipocytes and are closely related to obesity, chronic inflammation, and other diseases. Lipocalin proteins released by astrocytes and related microglia-mediated signaling molecules regulate neuroplasticity [63].

3.4.1. Astrocyte (LCN2)-Microglia (LCN2R)

Lipocalin-2 (LCN2) is an inflammatory protein proven to be involved in CNS diseases and their risk factors. Experimental studies have shown that LCN2 affects various neuropathophysiological processes, including aggravating neuroinflammation, cell death, and iron dysregulation [64, 65]. Compared with the control group, the serum LCN2 level in patients with migraine was significantly higher, and a positive correlation was observed between the visual analog scale score, the number of days with pain, and the LCN2 level [66]. LCN2 is another mediator of astrocyte-microglia interactions in disease conditions, amplifying microglial activity during CNS inflammation and pathological conditions [67]. LCN2 is expressed in astrocytes, whereas the LCN2 receptor (LCN2R) is mainly expressed in microglia [63]. Therefore, LCN2R is expressed in microglia, indicating that astrocyte-derived LCN2 may act on microglia, stimulate crosstalk, and regulate migraines and other CNS neuroinflammatory diseases.

4. Anti-inflammatory pathways related to migraines in astrocyte-microglia crosstalk

4.1. Inflammatory cytokines crucial to anti-inflammatory astrocyte-microglia crosstalk

4.1.1. Astrocyte (IL-3)-Microglia (IL-3Rα)

Astrocyte-derived IL-3 programs microglia to improve the pathology of nervous system inflammation. Moreover, microglia will increase expression of IL-3Ra (IL-3 specific receptor, also known as CD123) so that they may respond to IL-3. Astrocytes can specifically produce IL-3, which can trigger the reprogramming of transcription, morphology, and function, endowing them with an acute immune response program, strengthened motility, and the capability to cluster and clear Aβ and tau aggregates. It has been established that IL-3 is the central mediator of astrocyte-microglia crosstalk and the node for therapeutic intervention of nervous system inflammation [6]. Furthermore, in transgenic mice, IL-3 was indispensable for generating multiple sclerosis (MS)-like disorders in brain macrophages, and neurological dysfunction were observed in mice expressing antisense IL-3 RNA [68]. The cortical spreading depression (CSD) is believed to be a connection between MS and migraines, considering that cortical demyelination closely related to MS may accelerate CSD and initiate migraines [69]. Accordingly, fluctuations in IL-3 levels may be an essential factor in migraine treatment.

4.1.2. Microglia (IL-10)-Astrocyte (IL-10R)

IL-10 is a critical anti-inflammatory cytokine that alleviates inflammatory pain and is produced by T (Treg) [70]. Multiple linear regression models show that migraines are positively correlated with TNF-α and negatively related to IL-10 [71]. Activated M2 microglia produce the anti-inflammatory cytokine IL-10, matching the IL-10 receptor (IL-10R) mainly expressed in A2 astrocytes, enabling them to produce TGF-β to reduce microglia activation [72]. This suggests a novel mechanism of astrocyte-microglial regulation under inflammatory conditions [73]. It has also been confirmed [32] that the interictal level of IL-10 in migraine patients decreases, indicating that IL-10 is closely related to migraine remission. A later study further pointed out that IL-10 signaling pathways in trigeminal ganglions are potential targets for migraine treatment [74]. Therefore, the IL-10/IL-10R pathway may be a promising way to inhibit migraine pain symptoms by regulating crosstalk between microglia and astrocytes.

4.2. Neurotransmitters crucial to anti-inflammatory astrocyte-microglia crosstalk

Neurotransmitters are chemicals that transmit information between nerve cells or between nerve cells and effector cells such as myocytes and gland cells. Previous studies have shown that migraines are closely related to various neurotransmitters, including adenosine triphosphate (ATP) and glial cell-derived neurotrophic factor (GDNF) [75-78].

4.2.1. Astrocyte (GDNF)-Microglia (TrkB)

GDNF and brain-derived neurotrophic factor (BDNF) are vital astrocyte-releasing molecules that regulate microglial activation. A clinical study reported that a decline in GDNF could lead to persistent central sensitization of CM [78]. It has been reported that astrocyte-derived GDNF controls the receptor tropomyosin-related kinase B (TrkB) in microglia, modulates microglial activation, and prevents neurodegeneration by inhibiting neuroinflammation [79-81]. Overexpression of BDNF in the ventrolateral periaqueductal gray (vlPAG) decreases the severity of epileptic and migraine-like events in comorbid rats, indicating an analgesic effect by activating the BDNF-TrkB signaling pathway [82]. Therefore, the GDNF-TrkB signaling pathway may improve migraine TNC and trigeminal ganglion inflammatory conditions.

4.2.2. Microglia (ATP)-Astrocyte (P2Y1R)

ATP and its derivatives initiate and propagate migratory signals through several mechanisms. For example, they participate in vasomotor mechanisms, CSD, and fast transmission or cross-excitation based on satellite glial cells in the trigeminal ganglion [83]. In migraine models, ATP administration triggers BDNF release, increases BDNF synthesis in the TNC, and decreases central sensitization symptoms [82, 84]. Previous studies found that activated microglia can release ATP, activating the reactive phenotype of astrocytes [85] and reducing neuronal damage with the activation of astrocytic P2Y1R [86, 87]. P2Y1R-KO mice display a high number of injured neurons [88]. Therefore, the astrocyte P2Y1R activated by microglial ATP may be neuroprotective and can be used to treat migraines.

4.3. Lipocalin proteins crucial to anti-inflammatory astrocyte-microglia crosstalk

4.3.1. Astrocyte (ORM2)-Microglia (CCR5)

Orosomucoids (ORM) belong to the immunocalin subfamily, a group of small molecule-binding proteins with immunomodulatory functions. Under inflammatory stimulation, ORM2 protein is primarily expressed and secreted by astrocytes [89]. In the late stage of inflammation, ORM2 released by astrocytes binds to CC-chemokine receptor 5 (CCR5), and further regulation of microglial activation exerts an anti-inflammatory effect, indicating that ORM2 interacts with microglia as a novel mediator in astrocytes [89]. Network pharmacology studies have found that CCR5 regulation may have a therapeutic effect on migraines [90]. Therefore, the ORM2-CCR5 signaling pathway may also be a potential target for treating migraines (Fig 2).

An external file that holds a picture, illustration, etc.
Object name is AD-15-3-1277-g2.jpg

Pro-inflammatory pathways and anti-inflammatory pathways related to migraines in astrocyte-microglia crosstalk of the trigeminovascular system

5. Conclusion and Perspectives

Migraine is a common paroxysmal brain disease, and a crucial part of its pathogenesis is central sensitization caused by the abnormal activation of microglia and astrocytes. The interaction between microglia and astrocytes significantly influences the neuroinflammatory state of migraines, which mainly depends on their different phenotypes and functions. Local extracellular and intracellular signals determine cell characteristics and phenotypic transformations. The typical inflammatory activation pathway of astrocyte-microglia crosstalk is that microglia are usually more sensitive to pathogens or injuries and are activated to the M1 phenotype through molecular patterns related to injuries or pathogens, which promotes the secretion of inflammatory factors such as IL-1 and IL-18, subsequently activating related receptors on astrocytes (A1 phenotype) and facilitating neuroinflammation [26, 91]. On the other hand, activated A1 astrocytes can secrete inflammatory factors such as IL-15 and IL-33, as well as chemokines (MCP-1/CCL2, CXCL12), complement (C3) and LCN2, which further activates the microglial M1 phenotype, and the cascade amplifies the inflammatory reaction. However, with the limitations of injury and vascular and neural remodeling, local environmental factors change, resulting in the phenotypic transition of microglia and astrocytes. Activated M2 microglia can produce the anti-inflammatory cytokine IL-10 and neurotransmitter ATP that match with the IL-10R and P2Y1R, which are mainly expressed in astrocytes, and activate A2 astrocytes, thus making astrocytes secrete TGF-β and reducing microglial activation [92]; the activated A2 astrocytes can also secrete IL-3, a neurotransmitter (GDNF) and lipocalin proteins (ORM2), which act on M2 microglia, promote neuronal repair, reduce inflammation and alleviate pain, forming a classic anti-inflammatory activation pathway of astrocyte-microglia crosstalk. This study constructs a comprehensive paradigm for astrocyte-microglia crosstalk in migraine research.

Regarding treatment, many existing treatment methods have been found to play therapeutic roles because of astrocytes, microglia, and the interplay between them. Various human and animal studies have found that inhibiting microglial activation by minocycline can alleviate depressive symptoms, and many psychiatric approaches (ketamine, mirtazapine, fluoxetine, and repetitive high-frequency transcranial magnetic stimulation) on astrocytes have a favorable effect and improve depressive symptoms, indicating the vital role of astrocytes and microglia in depression [93]. Likewise, through interactions with microglia in multiple ways, including direct and indirect interactions with astrocytes, melatonin plays a part in the anti-inflammatory process under different grades of brain inflammation [94]. Aerobic exercise is a potentially conducive strategy for preventing migraines [95]. A mechanism study elucidated that [81, 96, 97] physical exercise could act on astrocyte-microglia crosstalk through IL-1, enhancing neuroplasticity and triggering the neuroplastic effect of exercise.

Additionally, C3, MCP-1, TNF-α, and C1q are also included in the motion-induced inflammatory molecules mediating astrocyte-microglia crosstalk. Acupuncture is also a potential intervention for astrocyte-microglial crosstalk. Previous research shows that [98, 99] acupuncture can inhibit the abnormal activation of microglia and astrocytes, increase the mechanical pain threshold, and alleviate the occurrence of mechanical pain sensitization, suggesting that the analgesic effect of acupuncture may be achieved by inhibiting the activation of central glial cells and the inflammatory reaction through the key link of astrocyte-microglia crosstalk. However, the action pathways of the above treatment methods in astrocyte-microglia crosstalk remain unclear. Therefore, astrocyte-microglia crosstalk may become a new avenue that promotes progress in migraine pathology and treatment.

Recently, through high-throughput flow cytometry screening and single-cell RNA sequencing, researchers have recently identified a new subset of astrocytes in mice that mainly expresses the lysosomal protein LAMP1 and the death receptor ligand TRAIL. This astrocyte subset can induce the apoptosis of effector T cells through TRAIL-DR5 signaling, thus limiting inflammation in the CNS [100]. This provides a new idea for discovering new cell subsets in the astrocyte-microglia crosstalk. The single-cell and spatial transcriptomes are the latest methods of biological information analysis, and single-cell omics provide a great convenience for understanding biological heterogeneity and solving biological problems at a higher resolution. Spatial transcriptomes can preserve the spatial positions of tissues and analyze the transcriptomic data of tissue slices. In a study on intercellular communication [101], the interaction of different types of cells was inferred from transcriptomic data and known ligand-receptor complexes [102-104]. It can locate and distinguish the expression of functional genes in specific spatial positions, identify the spatial heterogeneity of particular and different cell subsets in the brain, and obtain information such as the morphology, activity, or connectivity of these subsets. Through these two novel technologies, the seeded region-cell-cell interaction analysis can be carried out in-depth to construct an atlas of the dynamic cellular environment that drives the development and treatment of diseases [105]. In the latest discussion on the nomenclature of microglia by a group of multidisciplinary experts, it is also believed that the new nomenclature of microglia, including the characteristics of single-cell RNA sequencing, will help in better identification [106]. Therefore, new technologies such as single-cell omics and the discovery of new classifications of microglia and astrocyte subtypes can provide a more specific solution for studying astrocyte-microglia crosstalk in migraine.

Overall, we discussed several pathways of the astrocyte-microglia crosstalk closely related to inflammation in the trigeminovascular system in the pathogenesis and treatment of migraine. This review will provide valuable ideas for the discovery of novel potential targets for the treatment of migraine. At the same time, the continuous construction of new classification systems of astrocyte and microglia subtypes will provide the possibility for a more accurate understanding of astrocyte-microglia crosstalk.

Acknowledgments

We thank the Chengdu CTC Tianfu Digital Technology Inc. staff for providing images. The work was supported by the National Natural Science Foundation of China (82274664, 82004486, and 81973962), the Innovation Team, and the Talents Cultivation Program of the National Administration of Traditional Chinese Medicine. (ZYYCXTD-D-202003), China Postdoctoral Science Foundation (2020M683643XB), and the Key Research and Development Project of the Science and Technology Department of Sichuan Province (2021YFS0087).

Funding Statement

We thank the Chengdu CTC Tianfu Digital Technology Inc. staff for providing images. The work was supported by the National Natural Science Foundation of China (82274664, 82004486, and 81973962), the Innovation Team, and the Talents Cultivation Program of the National Administration of Traditional Chinese Medicine. (ZYYCXTD-D-202003), China Postdoctoral Science Foundation (2020M683643XB), and the Key Research and Development Project of the Science and Technology Department of Sichuan Province (2021YFS0087).

Footnotes

Competing interests

The authors declare that they have no competing interests.

References

[1] Edvinsson L, Haanes KA, Warfvinge K (2019). Does inflammation have a role in migraine? Nature Reviews Neurology, 15:483-490. [PubMed] [Google Scholar]
[2] Ashina M, Hansen JM, Do TP, Melo-Carrillo A, Burstein R, Moskowitz MA (2019). Migraine and the trigeminovascular system-40 years and counting. Lancet Neurol, 18:795-804. [PMC free article] [PubMed] [Google Scholar]
[3] Hendriksen E, van Bergeijk D, Oosting R, Redegeld F (2017). Mast cells in neuroinflammation and brain disorders. Neuroscience and biobehavioral reviews, 79:119-133. [PubMed] [Google Scholar]
[4] Conti P, D'Ovidio C, Conti C, Gallenga C, Lauritano D, Caraffa A, et al. (2019). Progression in migraine: Role of mast cells and pro-inflammatory and anti-inflammatory cytokines. European journal of pharmacology, 844:87-94. [PubMed] [Google Scholar]
[5] Sacristán C (2020). Microglia and Astrocyte Crosstalk in Immunity. Trends in immunology, 41:747-748. [PubMed] [Google Scholar]
[6] McAlpine C, Park J, Griciuc A, Kim E, Choi S, Iwamoto Y, et al. (2021). Astrocytic interleukin-3 programs microglia and limits Alzheimer's disease. Nature, 595:701-706. [PMC free article] [PubMed] [Google Scholar]
[7] Jha MK, Jo M, Kim JH, Suk K (2019). Microglia-Astrocyte Crosstalk: An Intimate Molecular Conversation. Neuroscientist, 25:227-240. [PubMed] [Google Scholar]
[8] Lian H, Litvinchuk A, Chiang AC, Aithmitti N, Jankowsky JL, Zheng H (2016). Astrocyte-Microglia Cross Talk through Complement Activation Modulates Amyloid Pathology in Mouse Models of Alzheimer's Disease. J Neurosci, 36:577-589. [PMC free article] [PubMed] [Google Scholar]
[9] Lai SW, Chen JH, Lin HY, Liu YS, Tsai CF, Chang PC, et al. (2018). Regulatory Effects of Neuroinflammatory Responses Through Brain-Derived Neurotrophic Factor Signaling in Microglial Cells. Mol Neurobiol, 55:7487-7499. [PubMed] [Google Scholar]
[10] Rothhammer V, Borucki D, Tjon E, Takenaka M, Chao C, Ardura-Fabregat A, et al. (2018). Microglial control of astrocytes in response to microbial metabolites. Nature, 557:724-728. [PMC free article] [PubMed] [Google Scholar]
[11] Colonna M, Butovsky O (2017). Microglia Function in the Central Nervous System During Health and Neurodegeneration. Annu Rev Immunol, 35:441-468. [PMC free article] [PubMed] [Google Scholar]
[12] Zhou Y, Zhang L, Hao Y, Yang L, Fan S, Xiao Z (2022). FKN/CX3CR1 axis facilitates migraine-Like behaviour by activating thalamic-cortical network microglia in status epilepticus model rats. The journal of headache and pain, 23:42. [PMC free article] [PubMed] [Google Scholar]
[13] Norden D, Trojanowski P, Villanueva E, Navarro E, Godbout J (2016). Sequential activation of microglia and astrocyte cytokine expression precedes increased Iba-1 or GFAP immunoreactivity following systemic immune challenge. Glia, 64:300-316. [PMC free article] [PubMed] [Google Scholar]
[14] Amani H, Soltani Khaboushan A, Terwindt GM, Tafakhori A (2023). Glia Signaling and Brain Microenvironment in Migraine. Mol Neurobiol, 60:3911-3934. [PubMed] [Google Scholar]
[15] Fenn AM, Henry CJ, Huang Y, Dugan A, Godbout JP (2012). Lipopolysaccharide-induced interleukin (IL)-4 receptor-α expression and corresponding sensitivity to the M2 promoting effects of IL-4 are impaired in microglia of aged mice. Brain Behav Immun, 26:766-777. [PMC free article] [PubMed] [Google Scholar]
[16] Zhu P, Dong X, Xu H, Wan Q, Guo Q, Wang J, et al. (2021). Microglial P2Y14 receptor contributes to central sensitization following repeated inflammatory dural stimulation. Brain research bulletin, 177:119-128. [PubMed] [Google Scholar]
[17] Jiang L, Zhang Y, Jing F, Long T, Qin G, Zhang D, et al. (2021). P2X7R-mediated autophagic impairment contributes to central sensitization in a chronic migraine model with recurrent nitroglycerin stimulation in mice. Journal of neuroinflammation, 18:5. [PMC free article] [PubMed] [Google Scholar]
[18] Jing F, Zou Q, Wang Y, Cai Z, Tang Y (2021). Activation of microglial GLP-1R in the trigeminal nucleus caudalis suppresses central sensitization of chronic migraine after recurrent nitroglycerin stimulation. The journal of headache and pain, 22:86. [PMC free article] [PubMed] [Google Scholar]
[19] Guo Y, HUANG L, Wu Q, Rong R, Yan L, Shi Z, et al. (2013). Role of microglia in central sensitization of rats with migraine. Chinese journal of geriatric heart brain and vessel diseases, 15:419-422. [Google Scholar]
[20] T FN, R MC, B EM, L OM (2018). Region-specific disruption of the blood-brain barrier following repeated inflammatory dural stimulation in a rat model of chronic trigeminal allodynia. Cephalalgia : an international journal of headache, 38. [PMC free article] [PubMed] [Google Scholar]
[21] Felix L, Delekate A, Petzold G, Rose C (2020). Sodium Fluctuations in Astroglia and Their Potential Impact on Astrocyte Function. Frontiers in physiology, 11:871. [PMC free article] [PubMed] [Google Scholar]
[22] Zheng K, Huang H, Yang J, Qiu M (2022). Origin, molecular specification, and stemness of astrocytes. Developmental neurobiology, 82:149-159. [PubMed] [Google Scholar]
[23] Zhang L, Wang Y, Xia Y, Li D (2021). Advances on the mechanisms of astrocyte activation in central nervous system. Chinese journal of clinical neurosciences, 29:569-574. [Google Scholar]
[24] Liu Y, Wang L, Wu Y (2016). The progress of astrocyte activation after nervous system injury. Chinese journal of clinical neurosciences, 24:79-83. [Google Scholar]
[25] Gallo V, Deneen B (2014). Glial development: the crossroads of regeneration and repair in the CNS. Neuron, 83:283-308. [PMC free article] [PubMed] [Google Scholar]
[26] Liddelow S, Guttenplan K, Clarke L, Bennett F, Bohlen C, Schirmer L, et al. (2017). Neurotoxic reactive astrocytes are induced by activated microglia. Nature, 541:481-487. [PMC free article] [PubMed] [Google Scholar]
[27] Wang X, Li X, Zuo X, Liang Z, Ding T, Li K, et al. (2021). Photobiomodulation inhibits the activation of neurotoxic microglia and astrocytes by inhibiting Lcn2/JAK2-STAT3 crosstalk after spinal cord injury in male rats. Journal of neuroinflammation, 18:256. [PMC free article] [PubMed] [Google Scholar]
[28] Kang W, Balordi F, Su N, Chen L, Fishell G, Hébert J (2014). Astrocyte activation is suppressed in both normal and injured brain by FGF signaling. Proceedings of the National Academy of Sciences of the United States of America, 111:E2987-2995. [PMC free article] [PubMed] [Google Scholar]
[29] Zhang L, Lu C, Kang L, Li Y, Tang W, Zhao D, et al. (2022). Temporal characteristics of astrocytic activation in the TNC in a mice model of pain induced by recurrent dural infusion of inflammatory soup. J Headache Pain, 23:8. [PMC free article] [PubMed] [Google Scholar]
[30] Zhou X, Liang J, Wang J, Fei Z, Qin G, Zhang D, et al. (2020). Up-regulation of astrocyte excitatory amino acid transporter 2 alleviates central sensitization in a rat model of chronic migraine. J Neurochem, 155:370-389. [PubMed] [Google Scholar]
[31] Romanos J, Benke D, Pietrobon D, Zeilhofer H, Santello M (2020). Astrocyte dysfunction increases cortical dendritic excitability and promotes cranial pain in familial migraine. Science advances, 6:eaaz1584. [PMC free article] [PubMed] [Google Scholar]
[32] Thuraiaiyah J, Erritzøe-Jervild M, Al-Khazali H, Schytz H, Younis S (2022). The role of cytokines in migraine: A systematic review. Cephalalgia : an international journal of headache:3331024221118924. [PubMed] [Google Scholar]
[33] Dinarello C, Simon A, van der Meer J (2012). Treating inflammation by blocking interleukin-1 in a broad spectrum of diseases. Nature reviews. Drug discovery, 11:633-652. [PMC free article] [PubMed] [Google Scholar]
[34] Su M, Ran Y, He Z, Zhang M, Hu G, Tang W, et al. (2018). Inhibition of toll-like receptor 4 alleviates hyperalgesia induced by acute dural inflammation in experimental migraine. Molecular pain, 14:1744806918754612. [PMC free article] [PubMed] [Google Scholar]
[35] Murata Y, Sugimoto K, Yang C, Harada K, Gono R, Harada T, et al. (2020). Activated microglia-derived macrophage-like cells exacerbate brain edema after ischemic stroke correlate with astrocytic expression of aquaporin-4 and interleukin-1 alpha release. Neurochemistry international, 140:104848. [PubMed] [Google Scholar]
[36] He W, Long T, Pan Q, Zhang S, Zhang Y, Zhang D, et al. (2019). Microglial NLRP3 inflammasome activation mediates IL-1β release and contributes to central sensitization in a recurrent nitroglycerin-induced migraine model. J Neuroinflammation, 16:78. [PMC free article] [PubMed] [Google Scholar]
[37] Gong Q, Lin Y, Lu Z, Xiao Z (2020). Microglia-Astrocyte Cross Talk through IL-18/IL-18R Signaling Modulates Migraine-like Behavior in Experimental Models of Migraine. Neuroscience, 451:207-215. [PubMed] [Google Scholar]
[38] Shibuya M (2015). VEGF-VEGFR System as a Target for Suppressing Inflammation and other Diseases. Endocrine, metabolic & immune disorders drug targets, 15:135-144. [PubMed] [Google Scholar]
[39] Mozafarihashjin M, Togha M, Ghorbani Z, Farbod A, Rafiee P, Martami F (2022). Assessment of peripheral biomarkers potentially involved in episodic and chronic migraine: a case-control study with a focus on NGF, BDNF, VEGF, and PGE2. The journal of headache and pain, 23:3. [PMC free article] [PubMed] [Google Scholar]
[40] Susanti R.2020. Immunology Aspects in Tension-Type Headache Chronicity. [Google Scholar]
[41] Shi S, Li Y, Shi K, Wood K, Ducruet A, Liu Q (2020). IL (Interleukin)-15 Bridges Astrocyte-Microglia Crosstalk and Exacerbates Brain Injury Following Intracerebral Hemorrhage. Stroke, 51:967-974. [PubMed] [Google Scholar]
[42] Lee Y, Nagai A, Kim S (2002). Cytokines, chemokines, and cytokine receptors in human microglia. Journal of neuroscience research, 69:94-103. [PubMed] [Google Scholar]
[43] Yasuoka S, Kawanokuchi J, Parajuli B, Jin S, Doi Y, Noda M, et al. (2011). Production and functions of IL-33 in the central nervous system. Brain Res, 1385:8-17. [PubMed] [Google Scholar]
[44] Susanti R (2020). Immunology Aspects in Tension-Type Headache Chronicity. 2020, 6:10. [Google Scholar]
[45] Vainchtein I, Chin G, Cho F, Kelley K, Miller J, Chien E, et al. (2018). Astrocyte-derived interleukin-33 promotes microglial synapse engulfment and neural circuit development. Science (New York, N.Y.), 359:1269-1273. [PMC free article] [PubMed] [Google Scholar]
[46] Nguyen P, Dorman L, Pan S, Vainchtein I, Han R, Nakao-Inoue H, et al. (2020). Microglial Remodeling of the Extracellular Matrix Promotes Synapse Plasticity. Cell, 182:388-403.e315. [PMC free article] [PubMed] [Google Scholar]
[47] Rostène W, Kitabgi P, Parsadaniantz S (2007). Chemokines: a new class of neuromodulator? Nature reviews. Neuroscience, 8:895-903. [PubMed] [Google Scholar]
[48] Tran P, Miller R (2003). Chemokine receptors: signposts to brain development and disease. Nature reviews. Neuroscience, 4:444-455. [PubMed] [Google Scholar]
[49] Moreira M, Tilbery C, Monteiro L, Teixeira M, Teixeira A (2006). Effect of the treatment with methylprednisolone on the cerebrospinal fluid and serum levels of CCL2 and CXCL10 chemokines in patients with active multiple sclerosis. Acta neurologica Scandinavica, 114:109-113. [PubMed] [Google Scholar]
[50] Gao Y, Ji R (2010). Chemokines, neuronal-glial interactions, and central processing of neuropathic pain. Pharmacology & therapeutics, 126:56-68. [PMC free article] [PubMed] [Google Scholar]
[51] Duarte H, Teixeira A, Rocha N, Domingues R (2015). Increased interictal serum levels of CXCL8/IL-8 and CCL3/MIP-1α in migraine. Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology, 36:203-208. [PubMed] [Google Scholar]
[52] Singh S, Anshita D, Ravichandiran V (2021). MCP-1: Function, regulation, and involvement in disease. International immunopharmacology, 101:107598. [PMC free article] [PubMed] [Google Scholar]
[53] Xu J, Dong H, Qian Q, Zhang X, Wang Y, Jin W, et al. (2017). Astrocyte-derived CCL2 participates in surgery-induced cognitive dysfunction and neuroinflammation via evoking microglia activation. Behavioural brain research, 332:145-153. [PubMed] [Google Scholar]
[54] Bø S, Davidsen E, Gulbrandsen P, Dietrichs E, Bovim G, Stovner L, et al. (2009). Cerebrospinal fluid cytokine levels in migraine, tension-type headache and cervicogenic headache. Cephalalgia : an international journal of headache, 29:365-372. [PubMed] [Google Scholar]
[55] Schürks M, Kurth T, Buring J, Zee R (2009). A candidate gene association study of 77 polymorphisms in migraine. The journal of pain, 10:759-766. [PMC free article] [PubMed] [Google Scholar]
[56] Castellani G, Schwartz M (2020). Immunological Features of Non-neuronal Brain Cells: Implications for Alzheimer's Disease Immunotherapy. Trends in immunology, 41:794-804. [PubMed] [Google Scholar]
[57] Bellei E, Rustichelli C, Bergamini S, Monari E, Baraldi C, Lo Castro F, et al. (2020). Proteomic serum profile in menstrual-related and post menopause migraine. Journal of pharmaceutical and biomedical analysis, 184:113165. [PubMed] [Google Scholar]
[58] Tang J, Shen D, Liu C, Wang X, Zhang L, Xuan X, et al. (2015). Plasma levels of C1q/TNF-related protein 1 and interleukin 6 in patients with acute coronary syndrome or stable angina pectoris. The American journal of the medical sciences, 349:130-136. [PubMed] [Google Scholar]
[59] Melamed I, Miranda H, Heffron M, Harper J (2021). Recombinant Human C1 Esterase Inhibitor for the Management of Adverse Events Related to Intravenous Immunoglobulin Infusion in Patients With Common Variable Immunodeficiency or Polyneuropathy: A Pilot Open-Label Study. Frontiers in immunology, 12:632744. [PMC free article] [PubMed] [Google Scholar]
[60] Chung J, Kim M (2012). Migraine-like headache in a patient with complement 1 inhibitor deficient hereditary angioedema. Journal of Korean medical science, 27:104-106. [PMC free article] [PubMed] [Google Scholar]
[61] Li S, Li B, Zhang L, Zhang G, Sun J, Ji M, et al. (2020). A complement-microglial axis driving inhibitory synapse related protein loss might contribute to systemic inflammation-induced cognitive impairment. International immunopharmacology, 87:106814. [PubMed] [Google Scholar]
[62] Togha M, Rahimi P, Farajzadeh A, Ghorbani Z, Faridi N, Zahra Bathaie S (2022). Proteomics analysis revealed the presence of inflammatory and oxidative stress markers in the plasma of migraine patients during the pain period. Brain research, 1797:148100. [PubMed] [Google Scholar]
[63] Kim J, Ko P, Lee H, Jeong J, Lee M, Kim J, et al. (2017). Astrocyte-derived lipocalin-2 mediates hippocampal damage and cognitive deficits in experimental models of vascular dementia. Glia, 65:1471-1490. [PubMed] [Google Scholar]
[64] Dekens D, Eisel U, Gouweleeuw L, Schoemaker R, De Deyn P, Naudé P (2021). Lipocalin 2 as a link between ageing, risk factor conditions and age-related brain diseases. Ageing research reviews, 70:101414. [PubMed] [Google Scholar]
[65] Xiao X, Yeoh B, Vijay-Kumar M (2017). Lipocalin 2: An Emerging Player in Iron Homeostasis and Inflammation. Annual review of nutrition, 37:103-130. [PubMed] [Google Scholar]
[66] Dündar A, Cafer V, Aslanhan H, Özdemir H, Yilmaz A, Çevik M (2023). Increased visinin-like protein-1, YKL-40, lipocalin-2, and IL-23 levels in patients with migraine. Neurological research, 45:97-102. [PubMed] [Google Scholar]
[67] Jha M, Lee S, Park D, Kook H, Park K, Lee I, et al. (2015). Diverse functional roles of lipocalin-2 in the central nervous system. Neuroscience and biobehavioral reviews, 49:135-156. [PubMed] [Google Scholar]
[68] Chiang C, Powell H, Gold L, Samimi A, Campbell IJTJoci (1996). Macrophage/microglial-mediated primary demyelination and motor disease induced by the central nervous system production of interleukin-3 in transgenic mice. 97:1512-1524. [PMC free article] [PubMed] [Google Scholar]
[69] Merkler D, Klinker F, Jürgens T, Glaser R, Paulus W, Brinkmann B, et al. (2009). Propagation of spreading depression inversely correlates with cortical myelin content. 66:355-365. [PubMed] [Google Scholar]
[70] Yu M, Wei R, Zhang T, Wang J, Cheng Y, Qin F, et al. (2020). Electroacupuncture Relieves Pain and Attenuates Inflammation Progression Through Inducing IL-10 Production in CFA-Induced Mice. Inflammation, 43:1233-1245. [PubMed] [Google Scholar]
[71] Oliveira A, Bachi A, Ribeiro R, Mello M, Tufik S, Peres M (2017). Unbalanced plasma TNF-α and IL-12/IL-10 profile in women with migraine is associated with psychological and physiological outcomes. Journal of neuroimmunology, 313:138-144. [PubMed] [Google Scholar]
[72] Liu L, Liu J, Bao J, Bai Q, Wang G (2020). Interaction of Microglia and Astrocytes in the Neurovascular Unit. Frontiers in immunology, 11:1024. [PMC free article] [PubMed] [Google Scholar]
[73] Norden D, Fenn A, Dugan A, Godbout J (2014). TGFβ produced by IL-10 redirected astrocytes attenuates microglial activation. Glia, 62:881-895. [PMC free article] [PubMed] [Google Scholar]
[74] Guo Z, Zhang J, Liu X, Unsinger J, Hotchkiss R, Cao Y (2022). Low-dose interleukin-2 reverses chronic migraine-related sensitizations through peripheral interleukin-10 and transforming growth factor beta-1 signaling. Neurobiology of pain (Cambridge, Mass.), 12:100096. [PMC free article] [PubMed] [Google Scholar]
[75] Christensen S, Rasmussen R, Cour S, Ernstsen C, Hansen T, Kogelman L, et al. (2022). Smooth muscle ATP-sensitive potassium channels mediate migraine-relevant hypersensitivity in mouse models. Cephalalgia : an international journal of headache, 42:93-107. [PubMed] [Google Scholar]
[76] Yegutkin G, Guerrero-Toro C, Kilinc E, Koroleva K, Ishchenko Y, Abushik P, et al. (2016). Nucleotide homeostasis and purinergic nociceptive signaling in rat meninges in migraine-like conditions. Purinergic signalling, 12:561-574. [PMC free article] [PubMed] [Google Scholar]
[77] Haanes K, Edvinsson L (2019). Pathophysiological Mechanisms in Migraine and the Identification of New Therapeutic Targets. CNS drugs, 33:525-537. [PubMed] [Google Scholar]
[78] Sarchielli P, Alberti A, Candeliere A, Floridi A, Capocchi G, Calabresi P (2006). Glial cell line-derived neurotrophic factor and somatostatin levels in cerebrospinal fluid of patients affected by chronic migraine and fibromyalgia. Cephalalgia : an international journal of headache, 26:409-415. [PubMed] [Google Scholar]
[79] Rocha S, Cristovão A, Campos F, Fonseca C, Baltazar G (2012). Astrocyte-derived GDNF is a potent inhibitor of microglial activation. Neurobiology of disease, 47:407-415. [PubMed] [Google Scholar]
[80] Palasz E, Niewiadomski W, Gasiorowska A, Mietelska-Porowska A, Niewiadomska G (2019). Neuroplasticity and Neuroprotective Effect of Treadmill Training in the Chronic Mouse Model of Parkinson's Disease. Neural plasticity, 2019:8215017. [PMC free article] [PubMed] [Google Scholar]
[81] Li F, Geng X, Yun H, Haddad Y, Chen Y, Ding Y (2021). Neuroplastic Effect of Exercise Through Astrocytes Activation and Cellular Crosstalk. Aging and disease, 12:1644-1657. [PMC free article] [PubMed] [Google Scholar]
[82] Wang L, Fu LL, Deng ZR, Zhang J, Zu MD, Wu JC, et al. (2022). Overexpression of BDNF in the ventrolateral periaqueductal gray regulates the behavior of epilepsy-migraine comorbid rats. Brain Behav, 12:e2594. [PMC free article] [PubMed] [Google Scholar]
[83] Cieślak M, Czarnecka J, Roszek K, Komoszyński M (2015). The role of purinergic signaling in the etiology of migraine and novel antimigraine treatment. Purinergic signalling, 11:307-316. [PMC free article] [PubMed] [Google Scholar]
[84] Long T, He W, Pan Q, Zhang S, Zhang D, Qin G, et al. (2020). Microglia P2X4R-BDNF signalling contributes to central sensitization in a recurrent nitroglycerin-induced chronic migraine model. The journal of headache and pain, 21:4. [PMC free article] [PubMed] [Google Scholar]
[85] Shinozaki Y, Shibata K, Yoshida K, Shigetomi E, Gachet C, Ikenaka K, et al. (2017). Transformation of Astrocytes to a Neuroprotective Phenotype by Microglia via P2Y Receptor Downregulation. 19:1151-1164. [PubMed] [Google Scholar]
[86] Zheng W, Talley Watts L, Holstein DM, Wewer J, Lechleiter JD (2013). P2Y1R-initiated, IP3R-dependent stimulation of astrocyte mitochondrial metabolism reduces and partially reverses ischemic neuronal damage in mouse. J Cereb Blood Flow Metab, 33:600-611. [PMC free article] [PubMed] [Google Scholar]
[87] Zheng W, Watts LT, Holstein DM, Prajapati SI, Keller C, Grass EH, et al. (2010). Purinergic receptor stimulation reduces cytotoxic edema and brain infarcts in mouse induced by photothrombosis by energizing glial mitochondria. PLoS One, 5:e14401. [PMC free article] [PubMed] [Google Scholar]
[88] Fukumoto Y, Tanaka KF, Parajuli B, Shibata K, Yoshioka H, Kanemaru K, et al. (2019). Neuroprotective effects of microglial P2Y(1) receptors against ischemic neuronal injury. J Cereb Blood Flow Metab, 39:2144-2156. [PMC free article] [PubMed] [Google Scholar]
[89] Jo M, Kim J, Song G, Seo M, Hwang E, Suk K (2017). Astrocytic Orosomucoid-2 Modulates Microglial Activation and Neuroinflammation. The Journal of neuroscience : the official journal of the Society for Neuroscience, 37:2878-2894. [PMC free article] [PubMed] [Google Scholar]
[90] Liuqing Y, Bo F, Liping C, Ling L, Huijuan C (2022). Preliminary Study on the Mechanism of Sanpian Decoction in the Treatment of Migraine Based on Network Pharmacology. Journal of Xihua University(Natural Science Edition), 41:70-77. [Google Scholar]
[91] Wang J, Jiang C, Zhang K, Lan X, Chen X, Zang W, et al. (2019). Melatonin receptor activation provides cerebral protection after traumatic brain injury by mitigating oxidative stress and inflammation via the Nrf2 signaling pathway. Free Radic Biol Med, 131:345-355. [PubMed] [Google Scholar]
[92] Norden DM, Fenn AM, Dugan A, Godbout JP (2014). TGFβ produced by IL-10 redirected astrocytes attenuates microglial activation. Glia, 62:881-895. [PMC free article] [PubMed] [Google Scholar]
[93] Yang L, Zhou Y, Jia H, Qi Y, Tu S, Shao AJFii (2020). Affective Immunology: The Crosstalk Between Microglia and Astrocytes Plays Key Role? 11:1818. [PMC free article] [PubMed] [Google Scholar]
[94] Hardeland RJIjoms (2021). Melatonin and Microglia. 22. [PMC free article] [PubMed] [Google Scholar]
[95] Song T, Chu M (2021). Exercise in Treatment of Migraine Including Chronic Migraine. Current pain and headache reports, 25:14. [PubMed] [Google Scholar]
[96] Radak Z, Suzuki K, Higuchi M, Balogh L, Boldogh I, Koltai E (2016). Physical exercise, reactive oxygen species and neuroprotection. Free radical biology & medicine, 98:187-196. [PubMed] [Google Scholar]
[97] Peake J, Della Gatta P, Suzuki K, Nieman D (2015). Cytokine expression and secretion by skeletal muscle cells: regulatory mechanisms and exercise effects. Exercise immunology review, 21:8-25. [PubMed] [Google Scholar]
[98] Li Y, Yin C, Li X, Liu B, Wang J, Zheng X, et al. (2019). Electroacupuncture Alleviates Paclitaxel-Induced Peripheral Neuropathic Pain in Rats via Suppressing TLR4 Signaling and TRPV1 Upregulation in Sensory Neurons. International journal of molecular sciences, 20. [PMC free article] [PubMed] [Google Scholar]
[99] Ballon Romero S, Lee Y, Fuh L, Chung H, Hung S, Chen Y (2020). Analgesic and Neuroprotective Effects of Electroacupuncture in a Dental Pulp Injury Model-A Basic Research. International journal of molecular sciences, 21. [PMC free article] [PubMed] [Google Scholar]
[100] Sanmarco LM, Wheeler MA, Gutiérrez-Vázquez C, Polonio CM, Linnerbauer M, Pinho-Ribeiro FA, et al. (2021). Gut-licensed IFNγ(+) NK cells drive LAMP1(+)TRAIL(+) anti-inflammatory astrocytes. Nature, 590:473-479. [PMC free article] [PubMed] [Google Scholar]
[101] Liao J, Lu X, Shao X, Zhu L, Fan X (2021). Uncovering an Organ's Molecular Architecture at Single-Cell Resolution by Spatially Resolved Transcriptomics. Trends Biotechnol, 39:43-58. [PubMed] [Google Scholar]
[102] Efremova M, Vento-Tormo M, Teichmann S, Vento-Tormo RJNp (2020). CellPhoneDB: inferring cell-cell communication from combined expression of multi-subunit ligand-receptor complexes. 15:1484-1506. [PubMed] [Google Scholar]
[103] Wang S, Karikomi M, MacLean A, Nie QJNar (2019). Cell lineage and communication network inference via optimization for single-cell transcriptomics. 47:e66. [PMC free article] [PubMed] [Google Scholar]
[104] Shao X, Lu X, Liao J, Chen H, Fan XJP, cell (2020). New avenues for systematically inferring cell-cell communication: through single-cell transcriptomics data. 11:866-880. [PMC free article] [PubMed] [Google Scholar]
[105] Akbar M, MacDonald L, Crowe LAN, Carlberg K, Kurowska-Stolarska M, Ståhl PL, et al. (2021). Single cell and spatial transcriptomics in human tendon disease indicate dysregulated immune homeostasis. Ann Rheum Dis, 80:1494-1497. [PMC free article] [PubMed] [Google Scholar]
[106] Paolicelli RC, Sierra A, Stevens B, Tremblay ME, Aguzzi A, Ajami B, et al. (2022). Microglia states and nomenclature: A field at its crossroads. Neuron, 110:3458-3483. [PMC free article] [PubMed] [Google Scholar]

Articles from Aging and Disease are provided here courtesy of JKL International LLC

-