Abstract
Adenylyl cyclases (Adcys) catalyze the formation of cAMP, a secondary messenger essential for cell survival and neurotransmission pathways in the CNS. Adcy2, one of ten Adcy isoforms, is highly expressed in the CNS. Abnormal Adcy2 expression and mutations have been reported in various neurological disorders in both rodents and humans. However, due to the lack of genetic tools, loss‐of‐function studies of Adcy2 are scarce. In this review, we summarize recent findings on Adcy2 expression and function in neurological diseases. Specifically, we first introduce the biochemistry, structure, and function of Adcy2 briefly. Next, the expression and association of Adcy2 in human patients and rodent models of neurodegenerative diseases (Alzheimer's disease and Parkinson's disease), psychiatric disorders (Tourette syndrome, schizophrenia, and bipolar disorder), and other neurological conditions (stress‐associated disorders, stroke, epilepsy, and Lesch‐Nyhan Syndrome) are elaborated. Furthermore, we discuss the pros and cons of current studies as well as key questions that need to be answered in the future. We hope to provide a focused review on Adcy2 that promotes future research in the field.
Keywords: Adcy2, cAMP, neurodegenerative disease, psychiatric disorder, stroke
Mutations and expression changes of adenylyl cyclase 2 (Adcy2), a CNS‐enriched enzyme that converts ATP to cAMP, are associated with several neurodegenerative and psychiatric disorders.

1. INTRODUCTION
Adenylyl cyclases (Adcys) are a family of enzymes that catalyze the formation of cyclic adenosine 3′,5′‐monophosphate (cAMP) from ATP. 1 cAMP is a vital second messenger that can act either in a kinase‐dependent manner via protein kinase A (PKA) or in a kinase‐independent manner via exchange protein directly activated by cAMP (Epac). 2 Each Adcy consists of two transmembrane helical regions (M1 and M2) and two cytoplasmic regions (C1 and C2), which are further divided into C1a, C1b, C2a, and C2b (Figure 1). These cytoplasmic regions contain the catalytic and dimerization domains. 3
FIGURE 1.

Adenylyl cyclase 2 (Adcy2) structure and classical signaling pathways. (A) Linearized Adcy2 structure with M1/M2 transmembrane domains highlighted. (B) Intermembrane Adcy2 structure with M1/M2 transmembrane domains (red), C1a/C2a catalytic sites (yellow), and C1b/C2b regulatory and dimerization domains (yellow). (C) Classical Adcy2 signaling pathways. G protein as well as PDEs and AKAP regulate the production of cAMP, which controls transcription via PKA and/or Epac/Rap1 activity. Rap1 can also interact with downstream effectors directly. Created with BioRender.
Mammalian Adcys are grouped into five families based on their structure, function, and regulatory properties (Table 1). 1 Most can be regulated by G‐protein‐coupled receptors (GPCRs) via interactions with their stimulatory (Gαs) and inhibitory (Gαi/o) Gα and/or dimerized Gβɣ subunits. 4 Group I Adcys (Adcy1, 3, and 8) are stimulated by Ca2+/calmodulin (CaM) and Gαs, but inhibited by Gαi/o and Gβɣ. Group II Adcys (Adcy2, 4, and 7) are stimulated by Gαs and Gβɣ, but insensitive to Ca2+/CaM. Group III Adcys (Adcy5 and 6) are stimulated by Gαs and Gβɣ but inhibited by Gαi/o and Ca2+. Group IV has only one member (Adcy9) and is activated by Gαs, inhibited by calcineurin and PKC, and insensitive to forskolin. 1 , 5 The last group consists of Adcy10, also known as soluble Adcy (sAdcy), a unique soluble isoform that possesses the conserved catalytic domain. Unlike other groups, sAdcy cannot be activated by G proteins, is insensitive to forskolin, but can be activated by Ca2+ and bicarbonates. 1 , 5 , 6
TABLE 1.
Summary of Adcy isoforms and effectors.
| Family | Protein | Effectors | ||
|---|---|---|---|---|
| Stimulating | Inhibiting | Insensitive | ||
| Group I | Adcy1 | Gαs, Ca2+/CaM, forskolin | Gai/o, Gβɣ | |
| Adcy3 | ||||
| Adcy8 | ||||
| Group II | Adcy2 | Gαs, Gβɣ, forskolin | Ca2+/CaM | |
| Adcy4 | ||||
| Adcy7 | ||||
| Group III | Adcy5 | Gαs, Gβɣ, forskolin | Gai/o, Ca2+/CaM | |
| Adcy6 | ||||
| Group IV | Adcy9 | Gαs | Calcineurin, PKC | Forskolin |
| Group V | Adcy10 | Ca2+/CaM, bicarbonates | Forskolin | |
Note: All Adcys are membrane‐bound except Adcy10/sAdcy.
All Adcys, except Adcy4, have been associated with central nervous system (CNS) disorders including anxiety, schizophrenia, bipolar disorder, depression, post‐traumatic stress disorder, and autism in both rodent and human studies. 1 , 7 , 8 , 9 , 10 , 11 , 12 , 13
Among all Adcys, Adcy2 is relatively less studied. Adcy2 is abundantly and widely expressed in the CNS, and several studies have found an association of Adcy2 with multiple neurodegenerative and psychiatric conditions. 1 , 5 , 14 , 15 , 16 In this review, we focus on the functions of Adcy2 in various neurological diseases, with the hope of stimulating interest and promoting further research in this field. First, we briefly introduce the structure, expression, and function of Adcy2 in the CNS. Next, we describe recent findings on the roles of Adcy2 in neurodegenerative disorders, psychiatric diseases, and other neurological conditions. Finally, we discuss the pros and cons of previous studies and elucidate key questions that need to be answered in the future.
2. ADCY2 STRUCTURE, EXPRESSION, AND FUNCTION
The human Adcy2 gene contains 26 exons and is mapped to a chromosomal region of observed homology between mouse and humans. 17 It has no TATA‐box but contains a putative GC box that can be regulated by transcription factor specificity protein 1 (Sp1). 18 The Adcy2 gene encodes a 1090‐amino acid protein with a molecular weight of approximately 123 kDa.
Rodent and human studies find that Adcy2 mRNA is primarily expressed in the brain. 19 , 20 , 21 In the developing brain, Adcy2 is found in the mamillary body of the hypothalamus and in scattered cholinergic cells of the striatum. 19 , 22 , 23 In adult brains, Adcy2 is detected in all layers of the olfactory bulb, layers 2–4 of the cortex, and CA1 region of the hippocampus. 22 In addition, in‐situ hybridization analysis reveals strong expression of Adcy2 in CA1 and CA4 of the hippocampus, granule cells of the cerebellum, superior and inferior colliculi, and the brain stem. 24 Cell‐specific expression studies show that Adcy2 is expressed at high levels in astrocytes, arterial smooth muscle, and oligodendrocyte precursor cells, while at lower levels in neurons, endothelial cells, and microglia. 25 , 26 , 27 , 28
Adcy2 catalyzes the production of cAMP, which acts indiscriminately on PKA and Epac to influence a multitude of cellular processes including adhesion, movement, and differentiation. 2 Within the CNS, PKA and Epac are involved in the regulation of various functions including microglial cytokine production, learning and memory, axon growth, and myelination. 29 , 30 , 31 , 32 , 33 Adcy2 has also been reported as an NAD‐binding protein, a family of proteins associated with multiple neurodegenerative disease‐related pathways. 34
As a member of the group II Adcys, Adcy2 is insensitive to Ca2+/CaM, but can be stimulated by Gαs & Gβɣ. It has been shown that Adcy2 can be regulated by phosphodiesterases (PDEs) and A‐kinase anchoring proteins (AKAPs). 35 For example, AKAP9, also known as Yotiao, directly inhibits Adcy2 via the N‐terminus, increasing cAMP signal specificity. 36
3. ADCY2 IN NEURODEGENERATIVE DISORDERS
3.1. Alzheimer's disease
Alzheimer's disease (AD) is the largest cause of dementia in the U.S., affecting approximately 6.7 million individuals over 65 years of age in 2023. 37 AD is characterized by the presence of extracellular amyloid‐β (Aβ) plaques and intracellular tau tangles spreading from the hippocampus to the cortex in a slow propagative manner. 38 , 39 Aβ/tau accumulation is accompanied by neurodegeneration, abnormal cerebrovascular morphology, blood‐brain barrier (BBB) dysfunction, glial activation, and mitochondrial stress. 39 , 40 , 41
Studies have linked Adcy2 to AD and AD comorbidities. However, how exactly Adcy2 levels change in AD brains is controversial. On one hand, a negative correlation of Adcy2 with AD has been found in OXYS rats, an inbred strain with an accelerated aging phenotype that spontaneously develops AD‐like pathology, including cognitive deficits, hippocampal neuronal degeneration, oxidative and mitochondrial stress, and Aβ accumulation. 42 Specifically, the number of hippocampal neurons decreases rapidly with age in OXYS rats, and this hippocampal neurodegeneration coincides with the downregulation of Adcy2. 42 It should be noted that Adcy2 mRNA levels are downregulated in both Wistar control and OXYS brains at 5–18 months compared to the juvenile age. 43 It remains unclear whether Adcy2 expression is further reduced in OXYS brains at 5–18 months compared to age‐matched controls. Thus, it is possible that reduced Adcy2 expression is a consequence of aging rather than AD pathology. Direct evidence linking Adcy2 reduction to AD pathogenesis is lacking. Currently, it is unknown how Adcy2 level alters in other mouse models of AD, such as the 5xFAD model of Aβ pathology and PS19 model of tauopathy.
On the other hand, there are also studies showing a positive correlation between Adcy2 and AD. For example, a microarray dataset reports that Adcy2 is upregulated in the hippocampus of patients with severe AD (mean Braak stage 5.9). 44 , 45 This direct evidence highlights a possible role of Adcy2 in AD pathogenesis. Given the role of cAMP in chemoattractant signaling and leukocyte extravasation in the CNS, increased Adcy2 in the hippocampus may indicate neurons in distress signaling for immune support. 46 , 47
Adcy2 has been identified as a risk gene with a high number of single‐nucleotide polymorphisms (SNPs) between AD and cognitive normal controls. 14 , 48 These SNPs may affect Adcy2 functions, including vascular smooth muscle contraction, gap junction function, purine metabolism, chemokine signaling, and calcium signaling pathways, all of which become dysfunctional in AD. 49 The functional significance of these SNPs in AD pathogenesis needs future studies. Besides SNPs, decreased Adcy2 methylation is found in AD and mild cognitive impairment (MCI) patients compared to healthy controls, with the greatest effects observed in males. 50 Decreased methylation of Adcy2 may contribute to the previously discussed upregulation of hippocampal Adcy2 in AD patients. It should be noted, however, that despite the upregulation of hippocampal Adcy2, cAMP response element binding protein (CREB), the transcription factor that regulates genes involved in learning and memory, is impaired in AD patients. 51 What causes the increased expression of Adcy2 is currently unknown.
Although there is no direct evidence linking Adcy2 to Aβ accumulation, Adcy2 is associated with amyloid precursor protein (APP) under acute stress conditions. It has been shown that inhibiting Adcy2 expression following acute stress reduces APP levels in DBA/2 J mice, 52 an inbred strain often used in aging and sensorineural studies. Subsequent studies show that cAMP derived from forskolin‐sensitive Adcys, including Adcy2, stimulates APP production in neurons and astrocytes via adrenergic receptor activation. 53 , 54 As a risk factor for dementia, chronic stress may increase Adcy2 expression and cAMP signaling, leading to elevated APP levels and consequently Aβ accumulation. 55 However, a direct association between Adcy2 and stress preceding dementia has not been established.
Cerebral amyloid angiopathy (CAA), a risk factor for dementia and comorbidity of AD, is characterized by deposition of Aβ into cerebral blood vessels and decreased vessel integrity. 56 Enrichment of Adcy2 is also observed in humans with spontaneous CAA. 57 This indirect evidence suggests that Adcy2 may be involved in cerebrovascular pathology in AD brains. Echoing this finding, cAMP is increased in cerebral microvessels of AD patients compared to non‐demented elderly controls, whereas comparable cAMP levels are observed in young and old wildtype rats. 58 These results suggest that cAMP upregulation is caused by AD pathology rather than normal aging.
3.2. Parkinson's disease
Parkinson's disease (PD), first described in 1817, is a neurodegenerative disorder characterized by motor defects such as tremor and rigidity. 59 Key pathological changes of PD include loss of dopaminergic neurons in the substantia nigra, α‐synuclein aggregation, mitochondrial dysfunction, neuroinflammation, and impaired protein clearance. 59
Although the functional significance of Adcy2 in PD pathogenesis remains largely unknown, a negative correlation between Adcy2 and PD has been reported. First, Adcy2 is downregulated in the striatum of mice treated with 1‐methyl‐4‐phenyl‐1,2,3,6‐tetrahydropyridine (MPTP), a widely used mouse model of PD. 60 It should be noted that the downregulation of Adcy2 in PD brains may be simply due to the loss of dopaminergic neurons, since dopamine can activate cAMP signaling through dopamine receptors. 61 Next, in humans, Adcy2 has been identified as a gene of interest in several key signaling pathways whose dysfunction increases PD risk, such as calcium signaling and glutaminergic synapse. 62 , 63 In addition, PANTHER pathway analysis indicates that downregulation of Adcy2 and other genes may be responsible for the altered serotonin degradation and dopamine signaling in the subventricular zone of PD patients. 64
In a recent GWAS, an SNP in Adcy2 was identified as a genetic factor that makes PD patients susceptible to levodopa‐induced dyskinesia (LID). 65 LID presents as abnormal movements such as stereotypic, choreiform, and throwing movements as well as dystonia that mainly involves the head, face, limbs, and trunk. It has been found that neuronal knockdown of Adcy2 resolves LID in a Drosophila model of PD by suppressing dopamine‐like receptor 1 (D1). 65 However, in a rat model of PD with chronic levodopa administration, Adcy2 is downregulated compared to acute and untreated controls. 66 In the rat model, the reduction in Adcy2 may represent a compensation mechanism. This aligns with a theory that precise regulation of cAMP turnover in the striatum is necessary to prevent abnormal movement. 65 , 67 Consistent with this, both gain‐ and loss‐of‐function mutations in Adcys cause imbalances in cellular cAMP levels and contribute to movement disorders. 65 , 68 The previously mentioned SNP in Adcy2 may enhance its activity and cause overactive cAMP signaling in motor pathways, similar to mutations in the cytoplasmic region of Adcy5 in familial dyskinesia, which include gain‐ and loss‐of‐function mutations with regional severity. 68 Mutations in the regulatory domains result in less severe symptoms and those in the catalytic domains more severe. 68 Increased D1 signaling as a result of levodopa administration causes increased Adcy activity, and in the case of Adcy2, this may result in overstimulation of the enzyme with already enhanced function.
4. ADCY2 IN PSYCHIATRIC DISEASES
4.1. Tourette syndrome
Tourette syndrome (TS) is a chronic neurodevelopmental disorder characterized by uncontrollable motor and vocal tics. TS has a childhood onset between 4 and 8 years of age, and tics generally improve or resolve in adulthood. 69 , 70 Little is known about the pathophysiology of TS, but differences in axonal pruning during development and dysfunction in the reward and sensorimotor circuits of the striatum are thought to contribute. 69 TS is also commonly comorbid with other disorders, including obsessive‐compulsive disorder (OCD) and attention‐deficit hyperactivity disorder (ADHD). 69 , 70
Current studies suggest that Adcy2 may play a dual role in TS. On one hand, there is evidence supporting a beneficial role of Adcy2. Loss of an intron/exon splice site in Adcy2 and recurrent deletion of a subunit of cAMP‐activated PKA have been identified in TS. 15 , 71 These mutations reduce cAMP supply to neurons, which in turn prevents retrograde mitochondrial transport. In addition, they also decrease PKA signaling, which downregulates mitochondrial fission. 15 Given the important functions of mitochondrial transport and dynamics in neuronal function, 15 , 72 it is reasonable to speculate that restoring Adcy2/cAMP signaling exerts a beneficial role in TS. 71
There are also studies reporting a detrimental role of Adcy2. While hyperdopaminergic cortico‐striatal activity was previously thought to underlie TS etiology, newer evidence instead suggests that inhibited dopaminergic signaling drives TS pathology. 69 , 73 , 74 Stimulation of D2 receptors, which inhibits Adcy function and downregulates cAMP production, 75 has been found to relieve tics in both child and adult patients, 73 , 74 highlighting a detrimental role of Adcy2/cAMP in TS.
One possible explanation for the distinct roles of Adcy2 in TS is its subcellular location. Mitochondria in neurons are mainly found in the axons, whereas D2 receptors are predominantly found at the synapses. It is likely that Adcy2 may exert a beneficial role in axons, but a detrimental role in synapses. The exact mechanism underlying the dual role of Adcy2 in TS needs further investigation.
4.2. Schizophrenia
Schizophrenia (SZ) is a psychiatric disorder with positive symptoms (e.g. delusions and audio‐visual hallucinations), negative symptoms (e.g. lack of emotionality), and cognitive decline. Impairment in social interactions and self‐care often precede the negative or positive symptoms. 76 Developmental and early childhood conditions, decreased synaptic pruning, and genetic variants are all thought to contribute to SZ. 76 , 77
In a rat model of SZ, reduced Adcy2 expression has been found in various brain regions. Specifically, lower levels of Adcy2 are detected in the nucleus accumbens (NAc), an important structure that coordinates emotional reaction, and the prefrontal cortex of juvenile SZ rats. 78 In adult SZ rats, such reduction of Adcy2 is only observed in the NAc. 78 Since Adcy2 is a downstream target of dopaminergic and glutamatergic signaling in the NAc, its reduction may contribute to the negative symptoms of SZ by downregulating emotional responsiveness. 79 , 80
Recently, an SNP (rs58502974) in Adcy2 has been identified as a susceptibility factor for SZ in an Iranian population with the AA allele being highly associated with SZ, while the T allele is protective. 16 In addition, AKAP9, a direct inhibitor of Adcy2 that regulates cAMP signal specificity, 36 has been linked to SZ in a recent GWAS. 81 Specifically, the K873R single‐nucleotide variation (SNV) on AKAP9, which has a possibly damaging role, has been identified in 4 out of 572 SZ cases. 81 It remains unclear how this SNV, which occurs in the Adcy2 binding region, affects the inhibitory effect of AKAP9 on Adcy2 activity. 81 Since AKAP9 expression is highest in retinal photoreceptor cells, 82 , 83 it is speculated that decreased AKAP9 inhibition of cAMP in these cells may cause overactive phototransduction and regulation of light/dark specificity, contributing to the positive symptom of visual hallucinations. 84
4.3. Bipolar disorder
Bipolar disorder (BD) is an inheritable chronic mood disorder with a high risk of suicide. Patients with BD have episodes of major depression or mania and often possess comorbidities of anxiety and substance abuse disorders. 85 , 86 The high rate of heritability indicates a prominent genetic component. While multiple genes have been associated with BD via GWAS, none have been determined as causative or to carry major risk for BD thus far. 86
Knowledge on Adcy2 in BD predominantly comes from human studies. One study shows that Adcy2 is associated with early‐onset BD when dysfunction in serotonin and dopamine signaling arise. 87 This association is also seen in the same pathways in ADHD. 87 Another report finds that Adcy2 is upregulated in both astrocytes and neurons in BD patients. 88 In addition, a missense variant (rs13166360) in Adcy2 is associated with general BD risk, but some polymorphisms are associated with severity of the disease. 89 For example, Iranian BD patients with the C allele of the rs2290910 polymorphism are more likely to suffer suicidal ideation, and those with the T allele are more likely to attempt suicide. 90 Similarly, several other polymorphisms have been associated with the onset or incidence of BD in male patients in Chinese Han population. 91 Interestingly, there are no gender differences in the onset, severity, or symptoms of BD, 86 , 92 suggesting that while genetics may predispose an individual to BD, other factors also contribute to its pathogenesis.
5. ADCY2 IN OTHER NEUROLOGICAL CONDITIONS
5.1. Stress‐associated disorders
Multiple neurodegenerative and psychiatric conditions have been associated with stress, which acts as either a major causative or risk factor during disease development. 93 , 94 Adcy2 has not been examined within the context of acute or chronic stress models, but differential gene expression has been observed in stress‐associated disorders.
Stress has been identified as a risk factor for dementias, including AD. Human data shows that exposure to stress early in life is correlated with a higher risk of dementia. 55 , 95 Although Adcy2 is associated with APP levels under acute stress conditions (see Alzheimer's Disease section), its role in stress remains largely unknown.
Anxiety and depression are common stress‐associated disorders. One study found significantly decreased Adcy2 in the hippocampus and prefrontal cortex in young males of a mouse model of anxiety. 96 Echoing this finding, ego network analysis identified Adcy2 as a top candidate gene related to anxiety disorders with the catechol‐O‐methyltransferase (Comt1) overexpression phenotype. 97 Interestingly, Adcy2 is similarly dysregulated, among other retrograde endocannabinoid signaling pathway genes, in patients with major depressive disorder (MDD), although the directionality of gene expression is not stated in this study. 98
Substance abuse disorders, including alcohol use disorder (AUD), are frequently comorbid with anxiety and stress disorders. 99 , 100 It has been reported that Adcy2 is downregulated in the hippocampus of rats with an innate preference for alcohol. 101 There are currently no data on a specific role of Adcy2 in AUD. However, given the important role of Adcy2 in regulating neurotransmitters in the NAc, a region heavily involved in the reward system and substance abuse disorders, it is reasonable to hypothesize that Adcy2 participates in the pathogenesis of AUD.
5.2. Stroke
Stroke is one of the leading causes of death and disability worldwide. It is caused by either a lack of blood supply to the brain (ischemic stroke) or bleeding into the brain (hemorrhagic stroke). 102 , 103 Although subtype‐specific features exist, both ischemic stroke and hemorrhagic stroke share common pathologies including excitotoxicity, neuroinflammation, oxidative stress, and angiopathy. 103
Current studies on Adcy2 in stroke mainly come from ischemic stroke. In a GWAS, a gene locus associated with factor VII‐activating protease (FSAP) activity (rs35510613) was identified 19 kb upstream of Adcy2 in ischemic stroke patients. 104 , 105 Two SNPs (rs12652415 and rs1609428) located in an intron of Adcy2 in Swedish populations are thought to interact with rs35510613 to regulate FSAP activity. 105 Interestingly, an in vitro study suggests that increased cAMP levels upregulate transcription of Habp2, the gene encoding FSAP, via PKA activation. 105 Thus, Adcy2 may upregulate FSAP expression, and individuals with the rs12652415 and rs1609428 SNPs in Adcy2 may further enhance FSAP enzymatic activity. Subsequent loss‐of‐function studies show that genetic ablation of FSAP increases neointima and leukocyte recruitment following vascular injury in skeletal muscle in mice, whereas inhibition of FSAP improves BBB integrity and ischemic stroke outcomes in humans. 104 , 106 Whether this difference is species (rodent vs. human)‐ and/or tissue (muscle vs. brain)‐dependent is currently unknown and should be determined in future research.
Currently, there are no studies on the expression and function of Adcy2 in hemorrhagic stroke.
5.3. Epilepsy
Epilepsy is a disease where patients have multiple seizures within 24 hours, or the 10‐year risk of seizure is >60% in affected individuals. 107 Adcy2 mRNA is downregulated in the hippocampus of both individuals with temporal lobe epilepsy and mouse models of status epilepticus. 108 Interestingly, a proteomics study reports upregulated hippocampal Cox2, an enzyme that stimulates Adcy2 activity, in a rat model of temporal lobe epilepsy. 109 Consistent with this observation, cAMP is proconvulsive when injected into rodents' brains, 110 , 111 and a previous study found that a region of mouse chromosome 13 including Adcy2 contains a candidate gene(s) for audiogenic seizure development. 112 The discrepancy between mRNA and protein expression in human data and model species may be caused by different detection approaches (mRNA vs. proteins). Therefore, it is essential to investigate Adcy2 changes at both mRNA and protein levels in future research.
5.4. Lesch‐Nyhan syndrome
Lesch‐Nyhan syndrome (LNS) is an X‐linked developmental disorder characterized by dysfunctional purine metabolism, mental retardation, and uncontrollable self‐injury. 113 In the hypoxanthine phosphoribosyl transferase (HPRT)‐deficient rat B103 neuroblastoma model of LNS, Adcy2 is almost completely absent, 114 indicating a possibly important role of Adcy2 in LNS. However, the relationship between Adcy2 and LNS needs to be validated in more sophisticated models (e.g. in vivo) in the future.
6. CONCLUSION AND FUTURE DIRECTIONS
Adcy2, converting ATP to second messenger cAMP in cells, regulates multiple important functions. In the CNS, dysfunction of Adcy2 is observed in multiple neurological diseases, including neurodegenerative disorders, psychiatric diseases, and other neurological conditions. It seems that changes in Adcy2 expression levels are predominantly found in neurodegenerative disorders, whereas Adcy2 SNPs are more common in psychiatric diseases. Regardless of Adcy2 variant, it often coincides with dysfunctional dopaminergic, GABAergic, and serotonergic signaling, since it is a downstream target of postsynaptic GPCRs in these signaling pathways. Adcy2 mutations and expression changes in various neurological diseases are summarized in Table 2.
TABLE 2.
Adcy2 mutations and dysregulation in neurological diseases.
| Diseases | Changes/mutations | Types | Regions | Species | Ages | References |
|---|---|---|---|---|---|---|
| AD | Downregulation | RNA | HPC | Rat | 5–18 mo | 42, 43 |
| Upregulation | RNA | HPC | Human | 80+ yo | 44, 50 | |
| Various SNPs | RNA | Human | 14, 48 | |||
| Upregulation (CAA) | RNA | Human | 57 | |||
| PD | Downregulation | RNA | SVZ | Human | 76 yo a | 64 |
| Protein | Striatum | Mouse | 2 mo | 60 | ||
| TS | Loss of intron/exon splice site | RNA | Human | 15 | ||
| SZ | Downregulation | RNA | NAc, PFC | Rat | 45 days | 78 |
| RNA | NAc | Rat | 90 days | 78 | ||
| rs58502974 | RNA | Human | 16 | |||
| BD | Upregulation | RNA | Astrocytes, neurons | Human | 55 yo a | 88 |
| rs58502974 | RNA | Intronic | Human | 87 | ||
| rs13166360 | RNA | Intronic | Human | 89 | ||
| rs2290910 | RNA | Human | 90 | |||
| rs2892609, rs4702484, rs1460970, rs1032717, rs1027579, rs1027579, rs10059539, rs10462841, rs326149, rs326174, rs1560172, rs6864771, rs1864071, rs326175 | RNA | Human b | 91 | |||
| Stress‐associated disorders | Downregulation (Anxiety) | RNA | HPC, PFC | Mouse b | 15–17 wo | 96 |
| Downregulation (AUD) | RNA | HPC | Rat b | 90‐100 days | 101 | |
| Ischemic stroke | rs12652415, rs1609428 | RNA | Intronic | Human | 58 yo c | 105 |
| Epilepsy | Downregulation | RNA | HPC | Human | 108 | |
| Downregulation | RNA | HPC | Mouse | 8–12 wo | 108 | |
| LNS | Downregulation | RNA | Rat | 114 |
Abbreviations: AD, Alzheimer's disease; AUD, alcohol use disorder; BD, bipolar disorder; CAA, cerebral amyloid angiopathy; HPC, hippocampus; LNS, Lesch‐Nyhan syndrome; NAc, nucleus accumbens; PD, Parkinson's disease; PFC, prefrontal cortex; SVZ, subventricular zone; SZ, schizophrenia; TS, Tourette syndrome.
Mean age of subjects.
Males.
Median age of subjects.
Although significant progress has been made in identifying Adcy2's involvement in neurological diseases, several key questions remain unanswered. First, it remains unclear whether Adcy2 alteration or its SNPs identified in neurological disorders is causative or secondary to other changes. Temporal characterization of Adcy2 levels together with loss/gain‐of‐function studies will provide insights on this important question. Although there are some reports in these aspects, this information is largely unknown and needs future research. Second, what is the function of Adcy2 in the pathogenesis of each neurological disorder? This question is largely unanswered partially due to a lack of genetic models for Adcy2 research. Many previous studies used indirect readout of Adcy2 activation, such as Gαs/Gβɣ dependence, which is not accurate since it can apply to other group II Adcys. 115 Although Adcy2 global knockout mice have been generated and are being investigated currently, tissue‐specific knockouts and inducible knockouts are not available. In addition, Adcy2 reporter mice and tissue‐specific/inducible Adcy2 overexpression mouse lines are not available either. The lack of these genetic tools makes cell‐specific and/or controllable manipulation of Adcy2 expression in vivo impossible, which presents significant challenges in the field. Developing these genetic tools will enable in‐depth functional studies and shed light on the significance of Adcy2 in neurological disorders. Third, is there functional compensation between Adcy2 and other Adcys? Given the existence of multiple Adcy isoforms, it is reasonable to believe there is functional redundancy. However, the specific Adcy isoforms involved in compensation remain largely unknown, which relies on our understanding of Adcy expression in each cell type under both physiological and pathological conditions. Compound knockout mice, in which multiple Adcy isoforms are ablated, may be useful in determining functional redundancy in vivo. Fourth, is the function of Adcy2 completely dependent on its adenylyl cyclase activity? Although Adcy2 acts on ATP and converts it to cAMP, we cannot exclude the possibility that it has adenylyl cyclase‐independent functions. Adcy2 mutants lacking adenylyl cyclase activity may be used to answer this question. Last, it is essential to validate results from animal studies in human samples. There are multiple documented differences in Adcy2 expression between rodent models of disease and human patients. One possible reason is different methods and/or brain regions used in these studies. It should be noted that mRNA changes do not always echo alterations at the protein levels. Another possible reason is species difference. Rodents can replicate some, but not all, disease pathology in human patients. Thus, key findings from animal research should always be validated in human cells or tissues.
Answers to these questions will enable a comprehensive understanding of the expression and function of Adcy2 in neurological diseases, which will substantially move the field forward.
AUTHOR CONTRIBUTIONS
MG drafted the manuscript. KRN and YY commented and revised the manuscript. All authors read and approved the manuscript.
FUNDING INFORMATION
This work was partially supported by National Institutes of Health grants (R01HL146574, RF1AG065345, R01NS134134, R21AG073862, and R21AG064422) to YY. This publication was made possible by an NHLBI‐funded predoctoral fellowship to MG (T32HL160529).
CONFLICT OF INTEREST STATEMENT
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
ACKNOWLEDGMENTS
Figure 1 was made using BioRender.
Gray M, Nash KR, Yao Y. Adenylyl cyclase 2 expression and function in neurological diseases. CNS Neurosci Ther. 2024;30:e14880. doi: 10.1111/cns.14880
DATA AVAILABILITY STATEMENT
Data sharing is not applicable to this article as no new data were created or analyzed in this study.
REFERENCES
- 1. Devasani K, Yao Y. Expression and functions of adenylyl cyclases in the CNS. Fluids Barriers CNS. 2022;19(1):23. doi: 10.1186/s12987-022-00322-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Cheng X, Ji Z, Tsalkova T, Mei F. Epac and PKA: a tale of two intracellular cAMP receptors. Acta Biochim Biophys Sin. 2008;40(7):651‐662. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Krupinski J, Coussen F, Bakalyar HA, et al. Adenylyl cyclase amino acid sequence: possible channel‐ or transporter‐like structure. Science. 1989;244(4912):1558‐1564. doi: 10.1126/science.2472670 [DOI] [PubMed] [Google Scholar]
- 4. Syrovatkina V, Alegre KO, Dey R, Huang XY. Regulation, signaling and physiological functions of G‐proteins. J Mol Biol. 2016;428(19):3850‐3868. doi: 10.1016/j.jmb.2016.08.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Sadana R, Dessauer CW. Physiological roles for G protein‐regulated Adenylyl cyclase isoforms: insights from knockout and overexpression studies. Neurosignals. 2009;17(1):5‐22. doi: 10.1159/000166277 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Steegborn C, Litvin TN, Levin LR, Buck J, Wu H. Bicarbonate activation of adenylyl cyclase via promotion of catalytic active site closure and metal recruitment. Nat Struct Mol Biol. 2005;12(1):32‐37. doi: 10.1038/nsmb880 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Sethna F, Feng W, Ding Q, Robison AJ, Feng Y, Wang H. Enhanced expression of ADCY1 underlies aberrant neuronal signalling and behaviour in a syndromic autism model. Nat Commun. 2017;8(1):14359. doi: 10.1038/ncomms14359 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. International Consortium on Lithium Genetics (ConLi+Gen) , Amare AT, Schubert KO, et al. Association of Polygenic Score for schizophrenia and HLA antigen and inflammation genes with response to lithium in bipolar affective disorder: a genome‐wide association study. JAMA Psychiatry. 2018;75(1):65‐74. doi: 10.1001/jamapsychiatry.2017.3433 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Wray NR, Pergadia ML, Blackwood DHR, et al. Genome‐wide association study of major depressive disorder: new results, meta‐analysis, and lessons learned. Mol Psychiatry. 2012;17(1):36‐48. doi: 10.1038/mp.2010.109 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Kim KS, Han PL. Mice lacking adenylyl cyclase‐5 cope badly with repeated restraint stress. J Neurosci Res. 2009;87(13):2983‐2993. doi: 10.1002/jnr.22119 [DOI] [PubMed] [Google Scholar]
- 11. Schaefer ML, Wong ST, Wozniak DF, et al. Altered stress‐induced anxiety in Adenylyl cyclase type VIII‐deficient mice. J Neurosci. 2000;20(13):4809‐4820. doi: 10.1523/JNEUROSCI.20-13-04809.2000 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Wolf EJ, Rasmusson AM, Mitchell KS, Logue MW, Baldwin CT, Miller MW. A genome‐wide association study of clinical symptoms of dissociation in a trauma‐exposed sample. Depress Anxiety. 2014;31(4):352‐360. doi: 10.1002/da.22260 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Toyota T, Hattori E, Meerabux J, et al. Molecular analysis, mutation screening, and association study of adenylate cyclase type 9 gene (ADCY9) in mood disorders. Am J Med Genet. 2002;114(1):84‐92. doi: 10.1002/ajmg.10117 [DOI] [PubMed] [Google Scholar]
- 14. Vounou M, Janousova E, Wolz R, et al. Sparse reduced‐rank regression detects genetic associations with voxel‐wise longitudinal phenotypes in Alzheimer's disease. Neuroimage. 2012;60(1):700‐716. doi: 10.1016/j.neuroimage.2011.12.029 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Clarke RA, Furlong TM, Eapen V. Tourette syndrome risk genes regulate mitochondrial dynamics, structure, and function. Front Psych. 2021;11:556803. doi: 10.3389/fpsyt.2020.556803 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Abolghasemi M, Daneshmandpour Y, Poursaei E, et al. MMP9 (RS20544) and ADCY2 (RS58502974) as susceptibility factors for schizophrenia in Iranian population. Meta Gene. 2020;26:100810. doi: 10.1016/j.mgene.2020.100810 [DOI] [Google Scholar]
- 17. Edelhoff S, Villacres EC, Storm DR, Disteche CM. Mapping of adenylyl cyclase genes type I, II, III, IV, V, and VI in mouse. Mamm Genome. 1995;6(2):111‐113. doi: 10.1007/BF00303253 [DOI] [PubMed] [Google Scholar]
- 18. Ludwig MG, Seuwen K. Characterization of the human adenylyl cyclase gene family: cDNA, gene structure, and tissue distribution of the nine isoforms. J Recept Signal Transduct. 2002;22(1–4):79‐110. doi: 10.1081/RRS-120014589 [DOI] [PubMed] [Google Scholar]
- 19. Sanabra C, Mengod G. Neuroanatomical distribution and neurochemical characterization of cells expressing adenylyl cyclase isoforms in mouse and rat brain. J Chem Neuroanat. 2011;41(1):43‐54. doi: 10.1016/j.jchemneu.2010.11.001 [DOI] [PubMed] [Google Scholar]
- 20. Yue F, Cheng Y, Breschi A, et al. A comparative encyclopedia of DNA elements in the mouse genome. Nature. 2014;515(7527):355‐364. doi: 10.1038/nature13992 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Fagerberg L, Hallström BM, Oksvold P, et al. Analysis of the human tissue‐specific expression by genome‐wide integration of transcriptomics and antibody‐based proteomics. Mol Cell Proteomics MCP. 2014;13(2):397‐406. doi: 10.1074/mcp.M113.035600 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Visel A, Alvarez‐Bolado G, Thaller C, Eichele G. Comprehensive analysis of the expression patterns of the adenylate cyclase gene family in the developing and adult mouse brain. J Comp Neurol. 2006;496(5):684‐697. doi: 10.1002/cne.20953 [DOI] [PubMed] [Google Scholar]
- 23. Duff MO, Olson S, Wei X, et al. Genome‐wide identification of zero nucleotide recursive splicing in Drosophila. Nature. 2015;521(7552):376‐379. doi: 10.1038/nature14475 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Glatt CE, Snyder SH. Cloning and expression of an adenylyl cyclase localized to the corpus striatum. Nature. 1993;361(6412):536‐538. doi: 10.1038/361536a0 [DOI] [PubMed] [Google Scholar]
- 25. Zhang Y, Chen K, Sloan SA, et al. An RNA‐sequencing transcriptome and splicing database of glia, neurons, and vascular cells of the cerebral cortex. J Neurosci. 2014;34(36):11929‐11947. doi: 10.1523/JNEUROSCI.1860-14.2014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Vanlandewijck M, He L, Mäe MA, et al. A molecular atlas of cell types and zonation in the brain vasculature. Nature. 2018;554(7693):475‐480. doi: 10.1038/nature25739 [DOI] [PubMed] [Google Scholar]
- 27. He L, Vanlandewijck M, Mäe MA, et al. Single‐cell RNA sequencing of mouse brain and lung vascular and vessel‐associated cell types. Sci Data. 2018;5(1):180160. doi: 10.1038/sdata.2018.160 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Zhang Y, Sloan SA, Clarke LE, et al. Purification and characterization of progenitor and mature human astrocytes reveals transcriptional and functional differences with mouse. Neuron. 2016;89(1):37‐53. doi: 10.1016/j.neuron.2015.11.013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Liu J, Zhao X, Cao J, et al. Differential roles of PKA and Epac on the production of cytokines in the endotoxin‐stimulated primary cultured microglia. J Mol Neurosci. 2011;45(2):186‐193. doi: 10.1007/s12031-010-9426-x [DOI] [PubMed] [Google Scholar]
- 30. Naz S, Mahmood T, Ahsan F, Rizvi AA, Shamim A. Repercussion of cAMP and EPAC in memory and signaling. Drug Res. 2022;72(2):65‐71. doi: 10.1055/a-1657-2464 [DOI] [PubMed] [Google Scholar]
- 31. Murray AJ, Shewan DA. Epac mediates cyclic AMP‐dependent axon growth, guidance and regeneration. Mol Cell Neurosci. 2008;38(4):578‐588. doi: 10.1016/j.mcn.2008.05.006 [DOI] [PubMed] [Google Scholar]
- 32. Batty NJ, Fenrich KK, Fouad K. The role of cAMP and its downstream targets in neurite growth in the adult nervous system. Neurosci Lett. 2017;652:56‐63. doi: 10.1016/j.neulet.2016.12.033 [DOI] [PubMed] [Google Scholar]
- 33. Bacallao K, Monje PV. Opposing roles of pka and epac in the cAMP‐dependent regulation of Schwann cell proliferation and differentiation. PLoS One. 2013;8(12):e82354. doi: 10.1371/journal.pone.0082354 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Duarte‐Pereira S, Matos S, Oliveira JL, Silva RM. Study of NAD‐interacting proteins highlights the extent of NAD regulatory roles in the cell and its potential as a therapeutic target. J Integr Bioinform. 2023;20(2):20220049. doi: 10.1515/jib-2022-0049 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Feinstein PG, Schrader KA, Bakalyar HA, et al. Molecular cloning and characterization of a Ca2+/calmodulin‐insensitive adenylyl cyclase from rat brain. Proc Natl Acad Sci U S A. 1991;88(22):10173‐10177. doi: 10.1073/pnas.88.22.10173 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Piggott LA, Bauman AL, Scott JD, Dessauer CW. The A‐kinase anchoring protein Yotiao binds and regulates adenylyl cyclase in brain. Proc Natl Acad Sci U S A. 2008;105(37):13835‐13840. doi: 10.1073/pnas.0712100105 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. 2023 Alzheimer's disease facts and figures. Alzheimers Dement J Alzheimers Assoc. 2023;19(4):1598‐1695. doi: 10.1002/alz.13016 [DOI] [PubMed] [Google Scholar]
- 38. Braak H, Del Tredici K. The preclinical phase of the pathological process underlying sporadic Alzheimer's disease. Brain. 2015;138(10):2814‐2833. doi: 10.1093/brain/awv236 [DOI] [PubMed] [Google Scholar]
- 39. Claudio L. Ultrastructural features of the blood‐brain barrier in biopsy tissue from Alzheimer's disease patients. Acta Neuropathol (Berl). 1995;91(1):6‐14. doi: 10.1007/s004010050386 [DOI] [PubMed] [Google Scholar]
- 40. Zhao M, Jiang XF, Zhang HQ, et al. Interactions between glial cells and the blood‐brain barrier and their role in Alzheimer's disease. Ageing Res Rev. 2021;72:101483. doi: 10.1016/j.arr.2021.101483 [DOI] [PubMed] [Google Scholar]
- 41. Wang W, Zhao F, Ma X, Perry G, Zhu X. Mitochondria dysfunction in the pathogenesis of Alzheimer's disease: recent advances. Mol Neurodegener. 2020;15(1):30. doi: 10.1186/s13024-020-00376-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Stefanova NA, Kozhevnikova OS, Vitovtov AO, et al. Senescence‐accelerated OXYS rats. Cell Cycle. 2014;13(6):898‐909. doi: 10.4161/cc.28255 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Burnyasheva AO, Stefanova NA, Kolosova NG, Telegina DV. Changes in the glutamate/GABA system in the hippocampus of rats with age and during Alzheimer's disease signs development. Biochemistry (Mosc). 2023;88(12):1972‐1986. doi: 10.1134/S0006297923120027 [DOI] [PubMed] [Google Scholar]
- 44. Ravetti MG, Rosso OA, Berretta R, Moscato P. Uncovering molecular biomarkers that correlate cognitive decline with the changes of Hippocampus' gene expression profiles in Alzheimer's disease. PLoS One. 2010;5(4):e10153. doi: 10.1371/journal.pone.0010153 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Zhang H, Cao S, Xu Y, et al. Landscape of immune infiltration in entorhinal cortex of patients with Alzheimer's disease. Front Pharmacol. 2022;13:941656. doi: 10.3389/fphar.2022.941656 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Ödemis V, Moepps B, Gierschik P, Engele J. Interleukin‐6 and cAMP induce stromal cell‐derived Factor‐1 chemotaxis in astroglia by up‐regulating CXCR4 cell surface expression: implications for brain inflammation *. J Biol Chem. 2002;277(42):39801‐39808. doi: 10.1074/jbc.M200472200 [DOI] [PubMed] [Google Scholar]
- 47. Lorenowicz MJ, Fernandez‐Borja M, Hordijk PL. cAMP signaling in leukocyte transendothelial migration. Arterioscler Thromb Vasc Biol. 2007;27(5):1014‐1022. doi: 10.1161/ATVBAHA.106.132282 [DOI] [PubMed] [Google Scholar]
- 48. Wee JJ, Kumar S. Prediction of hub genes of Alzheimer's disease using a protein interaction network and functional enrichment analysis. Genomics Inform. 2020;18(4):e39. doi: 10.5808/GI.2020.18.4.e39 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Silver M, Janousova E, Hua X, Thompson PM, Montana G. Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression. Neuroimage. 2012;63(3):1681‐1694. doi: 10.1016/j.neuroimage.2012.08.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Zou T, Zhou X, Wang Q, et al. Associations of serum DNA methylation levels of chemokine signaling pathway genes with mild cognitive impairment (MCI) and Alzheimer's disease (AD). PLoS One. 2023;18(12):e0295320. doi: 10.1371/journal.pone.0295320 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Pugazhenthi S, Wang M, Pham S, Sze CI, Eckman CB. Downregulation of CREB expression in Alzheimer's brain and in Aβ‐treated rat hippocampal neurons. Mol Neurodegener. 2011;6(1):60. doi: 10.1186/1750-1326-6-60 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Tsolakidou A, Czibere L, Pütz B, et al. Gene expression profiling in the stress control brain region hypothalamic paraventricular nucleus reveals a novel gene network including amyloid beta precursor protein. BMC Genomics. 2010;11(1):546. doi: 10.1186/1471-2164-11-546 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53. Lee RKK, Araki W, Wurtman RJ. Stimulation of amyloid precursor protein synthesis by adrenergic receptors coupled to cAMP formation. Proc Natl Acad Sci U S A. 1997;94(10):5422‐5426. doi: 10.1073/pnas.94.10.5422 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Canepa E, Domenicotti C, Marengo B, et al. Cyclic adenosine monophosphate as an endogenous modulator of the amyloid‐β precursor protein metabolism. IUBMB Life. 2013;65(2):127‐133. doi: 10.1002/iub.1109 [DOI] [PubMed] [Google Scholar]
- 55. Machado A, Herrera AJ, de Pablos RM, et al. Chronic stress as a risk factor for Alzheimer's disease. Rev Neurosci. 2014;25(6):785‐804. doi: 10.1515/revneuro-2014-0035 [DOI] [PubMed] [Google Scholar]
- 56. Attems J. Sporadic cerebral amyloid angiopathy: pathology, clinical implications, and possible pathomechanisms. Acta Neuropathol (Berl). 2005;110(4):345‐359. doi: 10.1007/s00401-005-1074-9 [DOI] [PubMed] [Google Scholar]
- 57. Cisternas P, Taylor X, Perkins A, et al. Vascular amyloid accumulation alters the gabaergic synapse and induces hyperactivity in a model of cerebral amyloid angiopathy. Aging Cell. 2020;19(10):e13233. doi: 10.1111/acel.13233 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58. Grammas P, Roher AE, Ball MJ. Increased accumulation of cAMP in cerebral microvessels in Alzheimer's disease. Neurobiol Aging. 1994;15(1):113‐116. doi: 10.1016/0197-4580(94)90151-1 [DOI] [PubMed] [Google Scholar]
- 59. Jankovic J, Tan EK. Parkinson's disease: etiopathogenesis and treatment. J Neurol Neurosurg Psychiatry. 2020;91(8):795‐808. doi: 10.1136/jnnp-2019-322338 [DOI] [PubMed] [Google Scholar]
- 60. Zhang X, Zhou JY, Chin MH, et al. Region‐specific protein abundance changes in the brain of MPTP‐induced Parkinson's disease mouse model. J Proteome Res. 2010;9(3):1496‐1509. doi: 10.1021/pr901024z [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61. Klein MO, Battagello DS, Cardoso AR, Hauser DN, Bittencourt JC, Correa RG. Dopamine: functions, signaling, and association with neurological diseases. Cell Mol Neurobiol. 2019;39(1):31‐59. doi: 10.1007/s10571-018-0632-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62. Zhang M, Mu H, Shang Z, et al. Genome‐wide pathway‐based association analysis identifies risk pathways associated with Parkinson's disease. Neuroscience. 2017;340:398‐410. doi: 10.1016/j.neuroscience.2016.11.004 [DOI] [PubMed] [Google Scholar]
- 63. Kedmi M, Bar‐Shira A, Gurevich T, Giladi N, Orr‐Urtreger A. Decreased expression of B cell related genes in leukocytes of women with Parkinson's disease. Mol Neurodegener. 2011;6(1):66. doi: 10.1186/1750-1326-6-66 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64. Donega V, Burm SM, van Strien ME, et al. Transcriptome and proteome profiling of neural stem cells from the human subventricular zone in Parkinson's disease. Acta Neuropathol Commun. 2019;7(1):84. doi: 10.1186/s40478-019-0736-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65. Yoon W, Min S, Ryu HS, Chung SJ, Chung J. Discovery of levodopa‐induced dyskinesia‐associated genes using genomic studies in patients and drosophila behavioral analyses. Commun Biol. 2022;5(1):1‐14. doi: 10.1038/s42003-022-03830-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66. Atifi‐Borel ME, Buggia‐Prevot V, Platet N, Benabid AL, Berger F, Sgambato‐Faure V. De novo and long‐term l‐Dopa induce both common and distinct striatal gene profiles in the hemiparkinsonian rat. Neurobiol Dis. 2009;34(2):340‐350. doi: 10.1016/j.nbd.2009.02.002 [DOI] [PubMed] [Google Scholar]
- 67. Delorme C, Giron C, Bendetowicz D, Méneret A, Mariani LL, Roze E. Current challenges in the pathophysiology, diagnosis, and treatment of paroxysmal movement disorders. Expert Rev Neurother. 2021;21(1):81‐97. doi: 10.1080/14737175.2021.1840978 [DOI] [PubMed] [Google Scholar]
- 68. Chen DH, Méneret A, Friedman JR, et al. ADCY5‐related dyskinesia. Neurology. 2015;85(23):2026‐2035. doi: 10.1212/WNL.0000000000002058 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69. Johnson KA, Worbe Y, Foote KD, Butson CR, Gunduz A, Okun MS. Tourette syndrome: clinical features, pathophysiology, and treatment. Lancet Neurol. 2023;22(2):147‐158. doi: 10.1016/S1474-4422(22)00303-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70. Bloch MH, Leckman JF. Clinical course of Tourette syndrome. J Psychosom Res. 2009;67(6):497‐501. doi: 10.1016/j.jpsychores.2009.09.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71. Wang S, Mandell JD, Kumar Y, et al. De novo sequence and copy number variants are strongly associated with Tourette disorder and implicate cell polarity in pathogenesis. Cell Rep. 2018;25(12):3544. doi: 10.1016/j.celrep.2018.12.024 [DOI] [PubMed] [Google Scholar]
- 72. Mattson MP, Partin J. Evidence for mitochondrial control of neuronal polarity. J Neurosci Res. 1999;56(1):8‐20. doi: [DOI] [PubMed] [Google Scholar]
- 73. Palminteri S, Pessiglione M. Chapter five—reinforcement learning and Tourette syndrome. In: Martino D, Cavanna AE, eds. International Review of Neurobiology. Vol 112. Advances in the Neurochemistry and Neuropharmacology of Tourette Syndrome. Academic Press; 2013:131‐153. doi: 10.1016/B978-0-12-411546-0.00005-6 [DOI] [PubMed] [Google Scholar]
- 74. Rusheen AE, Rojas‐Cabrera J, Goyal A, et al. Deep brain stimulation alleviates tics in Tourette syndrome via striatal dopamine transmission. Brain. 2023;146(10):4174‐4190. doi: 10.1093/brain/awad142 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75. Simpson EH, Gallo EF, Balsam PD, Javitch JA, Kellendonk C. How changes in dopamine D2 receptor levels alter striatal circuit function and motivation. Mol Psychiatry. 2022;27(1):436‐444. doi: 10.1038/s41380-021-01253-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76. McCutcheon RA, Reis Marques T, Howes OD. Schizophrenia—An overview. JAMA Psychiatry. 2020;77(2):201‐210. doi: 10.1001/jamapsychiatry.2019.3360 [DOI] [PubMed] [Google Scholar]
- 77. Farsi Z, Sheng M. Molecular mechanisms of schizophrenia: insights from human genetics. Curr Opin Neurobiol. 2023;81:102731. doi: 10.1016/j.conb.2023.102731 [DOI] [PubMed] [Google Scholar]
- 78. Genis‐Mendoza A, Gallegos‐Silva I, Tovilla‐Zarate CA, et al. Comparative analysis of gene expression profiles involved in calcium signaling pathways using the NLVH animal model of schizophrenia. J Mol Neurosci. 2018;64(1):111‐116. doi: 10.1007/s12031-017-1013-y [DOI] [PubMed] [Google Scholar]
- 79. Pavuluri M, Volpe K, Yuen A, Pavuluri M, Volpe K, Yuen A. Nucleus Accumbens and its role in reward and emotional circuitry: a potential hot mess in substance use and emotional disorders. AIMS Neurosci. 2017;4(1):52‐70. doi: 10.3934/Neuroscience.2017.1.52 [DOI] [Google Scholar]
- 80. Skerry TM, Genever PG. Glutamate signalling in non‐neuronal tissues. Trends Pharmacol Sci. 2001;22(4):174‐181. doi: 10.1016/S0165-6147(00)01642-4 [DOI] [PubMed] [Google Scholar]
- 81. Suárez‐Rama JJ, Arrojo M, Sobrino B, et al. Resequencing and association analysis of coding regions at twenty candidate genes suggest a role for rare risk variation at AKAP9 and protective variation at NRXN1 in schizophrenia susceptibility. J Psychiatr Res. 2015;66‐67:38‐44. doi: 10.1016/j.jpsychires.2015.04.013 [DOI] [PubMed] [Google Scholar]
- 82. Sjöstedt E, Zhong W, Fagerberg L, et al. An atlas of the protein‐coding genes in the human, pig, and mouse brain. Science. 2020;367(6482):eaay5947. doi: 10.1126/science.aay5947 [DOI] [PubMed] [Google Scholar]
- 83. The Human Protein Atlas . Accessed April 27, 2024. https://www.proteinatlas.org/
- 84. Astakhova LA, Kapitskii SV, Govardovskii VI, Firsov ML. Cyclic AMP as a regulator of the phototransduction Cascade. Neurosci Behav Physiol. 2014;44(6):664‐671. doi: 10.1007/s11055-014-9967-5 [DOI] [PubMed] [Google Scholar]
- 85. McIntyre RS, Berk M, Brietzke E, et al. Bipolar disorders. Lancet. 2020;396(10265):1841‐1856. doi: 10.1016/S0140-6736(20)31544-0 [DOI] [PubMed] [Google Scholar]
- 86. Gordovez FJA, McMahon FJ. The genetics of bipolar disorder. Mol Psychiatry. 2020;25(3):544‐559. doi: 10.1038/s41380-019-0634-7 [DOI] [PubMed] [Google Scholar]
- 87. van Hulzen KJE, Scholz CJ, Franke B, et al. Genetic overlap between attention‐deficit/hyperactivity disorder and bipolar disorder: evidence from genome‐wide association study meta‐analysis. Biol Psychiatry. 2017;82(9):634‐641. doi: 10.1016/j.biopsych.2016.08.040 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88. Amossé Q, Tournier BB, Badina AM, et al. Altered astrocytic and microglial homeostasis characterizes a decreased proinflammatory state in bipolar disorder. Published online November 1, 2023:2023.10.29.564621. doi: 10.1101/2023.10.29.564621 [DOI]
- 89. Mühleisen TW, Leber M, Schulze TG, et al. Genome‐wide association study reveals two new risk loci for bipolar disorder. Nat Commun. 2014;5(1):3339. doi: 10.1038/ncomms4339 [DOI] [PubMed] [Google Scholar]
- 90. Aghabozorg Afjeh SS, Shams J, Hamednia S, Boshehri B, Olfat A, Omrani MD. Investigation of the impact of an ADCY2 polymorphism as a predictive biomarker in bipolar disorder, suicide tendency and response to lithium carbonate therapy: the first report from Iran. Pharmacogenomics. 2020;21(14):1011‐1020. doi: 10.2217/pgs-2020-0058 [DOI] [PubMed] [Google Scholar]
- 91. Bing HC, Jie SW, Jie WC, Chen XF, Peng ST. Association of adenylate cyclase‐2 gene polymorphism with bipolar disorder. Asian J Psychiatr. 2020;52:102150. doi: 10.1016/j.ajp.2020.102150 [DOI] [PubMed] [Google Scholar]
- 92. Diflorio A, Jones I. Is sex important? Gender differences in bipolar disorder. Int Rev Psychiatry. 2010;22(5):437‐452. doi: 10.3109/09540261.2010.514601 [DOI] [PubMed] [Google Scholar]
- 93. Esch T, Stefano GB, Fricchione GL, Benson H. The role of stress in neurodegenerative diseases and mental disorders. Neuroendocrinol Lett. 2002;23:199‐208. [PubMed] [Google Scholar]
- 94. Knezevic E, Nenic K, Milanovic V, Knezevic NN. The role of cortisol in chronic stress, neurodegenerative diseases, and psychological disorders. Cells. 2023;12(23):2726. doi: 10.3390/cells12232726 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95. Luo J, Beam CR, Gatz M. Is stress an overlooked risk factor for dementia? A systematic review from a lifespan developmental perspective. Prev Sci. 2023;24(5):936‐949. doi: 10.1007/s11121-022-01385-1 [DOI] [PubMed] [Google Scholar]
- 96. Virok DP, Kis Z, Szegedi V, et al. Functional changes in transcriptomes of the prefrontal cortex and hippocampus in a mouse model of anxiety. Pharmacol Rep. 2011;63(2):348‐361. doi: 10.1016/S1734-1140(11)70501-1 [DOI] [PubMed] [Google Scholar]
- 97. Li W, Zhao S, Zhang Z. Effect of Comt1 genetype on anxiety and nociceptive sensitivity: an ego network analysis approach. Mol Pain. 2017;13:1744806917736973. doi: 10.1177/1744806917736973 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98. Verma P, Shakya M. Transcriptomics and sequencing analysis of gene expression profiling for major depressive disorder. Indian J Psychiatry. 2021;63(6):549. doi: 10.4103/psychiatry.IndianJPsychiatry_858_20 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99. Morice CK, Yammine L, Yoon J, et al. Comorbid alcohol use and post‐traumatic stress disorders: pharmacotherapy with aldehyde dehydrogenase 2 inhibitors versus current agents. Prog Neuropsychopharmacol Biol Psychiatry. 2022;115:110506. doi: 10.1016/j.pnpbp.2021.110506 [DOI] [PubMed] [Google Scholar]
- 100. Smith NDL, Cottler LB. The epidemiology of post‐traumatic stress disorder and alcohol use disorder. Alcohol Res. 2018;39(2):113‐120. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101. Edenberg HJ, Strother WN, McClintick JN, et al. Gene expression in the hippocampus of inbred alcohol‐preferring and ‐nonpreferring rats. Genes Brain Behav. 2005;4(1):20‐30. doi: 10.1111/j.1601-183X.2004.00091.x [DOI] [PubMed] [Google Scholar]
- 102. Feigin VL, Brainin M, Norrving B, et al. World stroke organization (WSO): global stroke fact sheet 2022. Int J Stroke. 2022;17(1):18‐29. doi: 10.1177/17474930211065917 [DOI] [PubMed] [Google Scholar]
- 103. Shehjar F, Maktabi B, Rahman ZA, et al. Stroke: molecular mechanisms and therapies: update on recent developments. Neurochem Int. 2023;162:105458. doi: 10.1016/j.neuint.2022.105458 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104. Daniel J‐M, Reichel CA, Schmidt‐Woell T, et al. Factor VII‐activating protease deficiency promotes neointima formation by enhancing leukocyte accumulation. J Thromb Haemost. 2016;14(10):2058‐2067. doi: 10.1111/jth.13417 [DOI] [PubMed] [Google Scholar]
- 105. Olsson M, Stanne TM, Pedersen A, et al. Genome‐wide analysis of genetic determinants of circulating factor VII‐activating protease (FSAP) activity. J Thromb Haemost. 2018;16(10):2024‐2034. doi: 10.1111/jth.14258 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 106. Tian DS, Qin C, Zhou LQ, et al. FSAP aggravated endothelial dysfunction and neurological deficits in acute ischemic stroke due to large vessel occlusion. Signal Transduct Target Ther. 2022;7(1):1‐13. doi: 10.1038/s41392-021-00802-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107. Falco‐Walter J. Epilepsy—definition, classification, pathophysiology, and epidemiology. Semin Neurol. 2020;40(6):617‐623. doi: 10.1055/s-0040-1718719 [DOI] [PubMed] [Google Scholar]
- 108. Conte G, Parras A, Alves M, et al. High concordance between hippocampal transcriptome of the mouse intra‐amygdala kainic acid model and human temporal lobe epilepsy. Epilepsia. 2020;61(12):2795‐2810. doi: 10.1111/epi.16714 [DOI] [PubMed] [Google Scholar]
- 109. Dashtban‐Moghadam E, Khodaverdian S, Dabirmanesh B, et al. Hippocampal tandem mass tag (TMT) proteomics analysis during kindling epileptogenesis in rat. Brain Res. 2024;1822:148620. doi: 10.1016/j.brainres.2023.148620 [DOI] [PubMed] [Google Scholar]
- 110. Ferrendelli JA. Roles of biogenic amines and cyclic nucleotides in seizure mechanisms. Adv Neurol. 1986;44:393‐400. [PubMed] [Google Scholar]
- 111. Boulton CL, McCrohan CR, O'Shaughnessy CT. Cyclic AMP analogues increase excitability and enhance epileptiform activity in rat neocortex in vitro. Eur J Pharmacol. 1993;236(1):131‐136. doi: 10.1016/0014-2999(93)90235-A [DOI] [PubMed] [Google Scholar]
- 112. Skradski SL, White HS, Ptáček LJ. Genetic mapping of a locus (mass1) causing audiogenic seizures in mice. Genomics. 1998;49(2):188‐192. doi: 10.1006/geno.1998.5229 [DOI] [PubMed] [Google Scholar]
- 113. Nyhan WL. Clinical features of the Lesch‐Nyhan syndrome. Arch Intern Med. 1972;130(2):186‐192. doi: 10.1001/archinte.1972.03650020016004 [DOI] [PubMed] [Google Scholar]
- 114. Kinast L, von der Ohe J, Burhenne H, Seifert R. Impairment of adenylyl cyclase 2 function and expression in hypoxanthine phosphoribosyltransferase‐deficient rat B103 neuroblastoma cells as model for Lesch–Nyhan disease: BODIPY–forskolin as pharmacological tool. Naunyn Schmiedebergs Arch Pharmacol. 2012;385(7):671‐683. doi: 10.1007/s00210-012-0759-6 [DOI] [PubMed] [Google Scholar]
- 115. Ostrom KF, LaVigne JE, Brust TF, et al. Physiological roles of mammalian transmembrane adenylyl cyclase isoforms. Physiol Rev. 2022;102(2):815‐857. doi: 10.1152/physrev.00013.2021 [DOI] [PMC free article] [PubMed] [Google Scholar]
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Data Availability Statement
Data sharing is not applicable to this article as no new data were created or analyzed in this study.
