Abstract
Alongside biological, psychological, and social risk factors, psychotic syndromes may be related to disturbances of neuronal migration. This highly complex process characterizes the developing brain of the fetus, the early postnatal brain, and the adult brain, as reflected by changes within the subventricular zone and the dentate gyrus of the hippocampus, where neurogenesis persists throughout life. Psychosis also appears to be linked to human cytomegalovirus (HCMV) infection. However, little is known about the connection between psychosis, HCMV infection, and disruption of neuronal migration. The present study addresses the hypothesis that HCMV infection may lead to mental disorders through mechanisms of autoimmune cross-reactivity. Searching for common peptides that underlie immune cross-reactions, the analyses focus on HCMV and human proteins involved in neuronal migration. Results demonstrate a large overlap of viral peptides with human proteins associated with neuronal migration, such as ventral anterior homeobox 1 and cell adhesion molecule 1 implicated in GABAergic and glutamatergic neurotransmission. The present findings support the possibility of immune cross-reactivity between HCMV and human proteins that—when altered, mutated, or improperly functioning—may disrupt normal neuronal migration. In addition, these findings are consistent with a molecular and mechanistic framework for pathological sequences of events, beginning with HCMV infection, followed by immune activation, cross-reactivity, and neuronal protein variations that may ultimately contribute to the emergence of mental disorders, including psychosis.
Introduction
Newly generated neurons migrate from their site of origin to specific brain areas and subregions, a process that involves adaptation with different degrees of complexity (1, 2). The cytoskeleton is regulated at the molecular and cellular level to execute neuronal migration (3); polarity in migrating neurons is reached by re-purposing of cytokinetic processes (4, 5); and blood vessels are used as a physical substrate (6). Cell adhesion, cell cycle, and angiogenesis are implicated in neuronal migration.
Clinically, disruption of this process has been related not only to severe malformations of cortical development (lissencephaly, schizencephaly, neuronal eterotopia, polymicrogyria) (7) but also to psychosis (8–10). However, the relationship between macro- and microscopic structural brain anomalies and psychosis appears to be unclear, and disruption of cellular function has been hypothesized (11, 12). According to current opinion, more subtle alterations starting early during neurodevelopment can alter neural circuits and induce psychotic syndromes during adolescence or young adulthood (13). Indeed, altered migration and development of GABAergic cortical interneurons have been linked not only to schizophrenia but also to depression and anxiety disorders and seem to be strongly dependent on other neurotransmitter networks, such as dopaminergic and glutamatergic systems (14–16).
The present study focuses on HCMV infection as a potential link between neuronal migration and psychosis. On the one hand, it has been shown that herpesvirus infection of the developing brain can disturb migration of neuronal cells in animal models (17–19). On the other hand, HCMV has been discussed in the context of psychosis. Indeed, previous research has demonstrated that maternal HCMV infection and antibodies are associated with psychosis in the offspring (20), that infection during childhood is a risk factor for later psychosis (21), and that concurrent antibody titers are associated with psychosis-related symptoms (22–25). Epidemiological evidence is then not only suggestive of an association between HCMV and psychosis but also points to an influence of the infection on the early development of the central nervous system, possibly on neuronal migration.
Therefore, we here tried to elucidate the associations between HCMV infection, aberrant neuronal migration, and psychosis, building on previous research that had assessed peptide commonality and potential immune cross-reactivity between microbial and human proteins (26–31). More specifically, we investigated the peptide platform shared by HCMV and human proteins involved in neuronal migration.
Methods
A set formed by primary amino acid (aa) sequences of human proteins involved in neuronal migration was retrieved from the UniProtKB Database (www.uniprot.org) (32). The protein library was obtained by separately searching for “neuron” AND “migration” as well as “neuronal” AND “migration” within the Homo sapiens proteins in the reviewed and annotated section of the UniProt database. Duplicates were removed. The procedure yielded 373 protein sequences that are described in Supplemental Table S1. Human proteins are expressed as UniProt entry names, if not discussed in detail.
Proteins from HCMV (human herpesvirus 5, Tax Id: 295027; 168 proteins) were dissected into heptapeptides overlapped by six residues (that is, MPATDTN, PATDTNS, ATDTNST, TDTNSTH, and so forth). Then, each viral heptapeptide served as a probe to screen the library for exact matches within the proteins related to neuronal migration.
The viral heptapeptides shared with the neuronal migration-associated proteins were successively analyzed for occurrences in the entire human proteome using the Peptide Match program (https://research.bioinformatics.udel.edu/peptidematch/index.jsp) (33). The 373 human proteins listed in Supplemental Table 1 were filtered out.
The Immune Epitope Database (IEDB; www.iedb.org) resource (34) was used to investigate the immunological potential of the peptide sharing among HCMV and human proteins related to neuronal migration. Only epitopes that had been experimentally validated as immunopositive in the human host were considered.
Results and Discussion
Heptapeptide Sharing Between HCMV and Human Proteins Related to Neuronal Migration
Following the procedure described under Methods, we found that 41 HCMV heptapeptides are repeatedly distributed among 26 proteins associated with neuronal migration (see Table 1). An example of potential neuropathological relevance is the protein expression level in the hippocampus, a brain region where neurogenesis occurs in the adult stage.
Table 1
| HCMV heptapeptide1 | Occurrences in the human proteome2 | Occurrences in the set of proteins related to neuronal migration3 | Human proteins related to neuronal migration4,5 | ||
|---|---|---|---|---|---|
| UniProt Name | Cellular location6 | Protein expression in the hippocampus7,8 | |||
| AVENGDS | 0 | 1 | SAV1 | I | l |
| DRGGGGG | 0 | 1 | SHH | I | – |
| KPGASAA | 0 | 1 | MAGI2 | I | M |
| LKPGASA | 0 | 1 | MAGI2 | I | M |
| LLLPPPS | 0 | 1 | ACK1 | I | M |
| QTVTSTP | 0 | 2 | SMAD2 SMAD3 | I I | h m |
| STTAAAA | 0 | 1 | BARH2 | I | – |
| YQRFLRE | 0 | 1 | ACK1 | I | M |
| AAGPPEA | 1 | 1 | CAC1B | M | l |
| RRERERR | 1 | 1 | CAC1B | M | l |
| SGLGDLS | 1 | 1 | AP2A | I | l |
| TDSSLEA | 1 | 1 | MK10 | I | M |
| PPAPRGP | 2 | 1 | RTN4 | I | h |
| SGSSASS | 2 | 1 | LMNA | I | h |
| SSGSSAS | 3 | 1 | LMNA | I | h |
| SAVAAAA | 4 | 1 | SOX1 | I | – |
| SEEEDDD | 5 | 1 | TOP2B | I | h |
| SGGAGGG | 5 | 1 | SMAD2 | I | h |
| DNLTLWT | 6 | 1 | 1433E | I | h |
| LAVADLL | 11 | 2 | 5HT2B DRD2 | M I | nd m |
| EDDDDDD | 21 | 1 | FGFR1 | I | M |
| AAAAASS | 24 | 1 | SOX1 | I | – |
| SSGGGGG | 26 | 1 | ALK | I | h |
| EEEDDDD | 27 | 1 | APBB1 | I | M |
| AAAAAAP | 30 | 2 | CADM1 VAX1 | I I | nd – |
| DDDDDDD | 30 | 1 | FGFR1 | I | M |
| QQPPPPP | 33 | 1 | BARH2 | I | – |
| GAGGGGG | 40 | 1 | SOX1 | I | – |
| AVAAAAA | 43 | 1 | SOX1 | I | – |
| EEEEEDD | 47 | 1 | APBB1 | I | M |
| VAAAAAA | 51 | 1 | SOX1 | I | – |
| AGGGGGG | 56 | 2 | ALK SOX1 | I I | h – |
| GGGGGGA | 62 | 2 | ALK SOX1 | I I | h – |
| AAAAAAS | 70 | 1 | SOX1 | I | – |
| QPPPPPP | 70 | 1 | BARH2 | I | – |
| SAAAAAA | 72 | 1 | VAX1 | I | nd |
| EEEEEED | 140 | 3 | ndF4 PAK3 RTN4 | I I I | nd – h |
| GGGGGGG | 170 | 2 | ALK SOX1 | I I | h – |
| SSSSSSS | 173 | 1 | ULK1 | I | – |
| AAAAAAA | 258 | 4 | BARH2 CADM1 SOX1 VAX1 | I I I I | – nd – nd |
| EEEEEEE | 301 | 4 | CELR2 NDF4 PAK3 RTN4 | M I I I | M nd – h |
Heptapeptide sharing between HCMV and human proteins related to neuronal migration.
HCMV heptapeptide sequences in 1-letter aa code.
HCMV heptapeptide occurrences in the human proteome, with proteins related to neuronal migration (Table S1) filtered out.
HCMV heptapeptide occurrences in human proteins related to neuronal migration.
Human proteins related to neuronal migration and sharing HCMV heptapeptide(s). Proteins indicated according to UniProtKB entry name.
Data from the Human Protein Atlas (35).
I, intracellular; M, membrane.
Expression level: nd, not detected; l, low; m, medium; h, high.
Data pending.
The viral versus human peptide sharing displayed in Table 1 is specific, unexpected, intensive, and endowed with an immunologic potential, as outlined in the following paragraphs.
Specificity: The shared heptapeptides found in this analysis are, in general, scarcely represented in the entire human proteome assumed as a control (see Table 1, 1st column). In other words, most of the matches illustrated in Table 1 do not reflect an unspecific viral heptapeptide over-representation throughout the human proteome. Extreme examples for the specificity of the heptapeptide overlap are the sequences AVENGDS, DRGGGGG, INKRVKR, KPGASAA, LKPGASA, QTVTSTP, SSSSTSH, and YQRFLRE that are uniquely present in proteins related to neuronal migration and absent in the remaining human proteins (see Table 1). Actually, the heptapeptides AVENGDS, DRGGGGG, INKRVKR, KPGASAA, LKPGASA, QTVTSTP, SSSSTSH, and YQRFLRE are HCMV molecular signatures of the human proteins associated with neuronal migration SAV1, SHH, MAGI2, SMAD2, SMAD3, ULK1, and ACK1, respectively. Exceptions to such a specific sharing are represented by simple aa repeats such as EEEEEED. GGGGGGG, SSSSSSS, AAAAAAA, and EEEEEEE, known for being common in eukaryotic proteomes (36, 37).
Unexpectedness: The heptapeptide sharing between HCMV and human proteins associated with neuronal migration is largely unexpected in light of the fact that the probability of finding the same heptapeptide fragment in two proteins is 1 out of 207.
Intense peptide sharing: The overlap is not just extensive by affecting many of proteins examined, but also intensive, meaning that, in spite of the low probability, many of the proteins associated with neuronal migration share more than one HCMV heptapeptide. An example is the human transcription factor SOX1 that shares 10 heptapeptides with HCMV (see Table 1). Of note, the 10 viral heptapeptide matches that are disseminated along the SOX1 primary amino acid consecutively overlap to form long peptide stretches which may be targeted by anti-HCMV immune responses (see Figure 1).
Figure 1
Immunological potential: Finally, many of the heptapeptides shared between HCMV and the 26 human proteins related to neuronal migration are endowed with an immunologic potential by being part of epitopes that have been experimentally validated as immunopositive in humans (see Table 2).
Table 2
| IEDB ID1 | Epitopes2,3 | IEDB ID1 | Epitopes2,3 |
|---|---|---|---|
| 71055 | vsnappvaspsiLKPGASAA | 512030 | asggAAAAAAAPaap |
| 424109 | AVENGDSgsryyy | 515004 | epAAAAASSacaapsq |
| 429240 | aSAAAAAAAAlly | 516191 | gAAAAAAAPaapaapr |
| 432006 | qtdprAGGGGGGdy | 516566 | GGGGGGAaaagray |
| 433931 | fvrepedEEEEEEEEEED | 517250 | gptGGGGGGGfntvgr |
| 440752 | srevftSSSSSSS | 518048 | hqpsasggAAAAAAAPa |
| 440782 | sSSGGGGGGGrfssssgy | 519007 | ipSAAAAAAAAgria |
| 441180 | tSSSSSSSrqtrpilk | 519995 | kkwenEEEEEEEEqppp |
| 456753 | mAAAAAAAPs | 521695 | lppkpgtmEEEEEDDdy |
| 457859 | QPPPPPPpm | 525008 | rlAAAAAAAqsvy |
| 465590 | glAAGPPEA | 525963 | sggAAAAAAAPaapa |
| 466037 | gprpAAAAAAAtpav | 530324 | ypdppgtmEEEEEDDd |
| 474480 | AAAAAAAqsvy | 541856 | esnGGGGGGGAgsgggp |
| 483230 | qeSAAAAAA | 542212 | gaavVAAAAAASm |
| 510536 | AAAAAAAAPaaaat | 542215 | GAGGGGGeagagggaaava |
| 510982 | AGGGGGGAaaagray | 544474 | pQPPPPPPp |
Immunopositive epitopes containing heptapeptides shared between HCMV and human proteins associated with neuronal migration.
1Epitope IEDB IDs are listed according to numerical order. Further details and references are reported in http://www.iedb.org/.
2Epitope peptides are given in one-letter codes.
3Epitope fragments shared between HMCV and human proteins associated with neuronal migration are indicated in capital letters.
Immunological Relevance of the Heptapeptide Sharing Between HCMV and Human Proteins Associated With Neuronal Migration
Tables 1 and 2 support the possibility that immune responses against HCMV may cross-react with brain proteins involved in neuronal connectivity, synaptogenesis, and transmitter networks. Although the protein cell location is mainly intracellular (see Table 1), proteins involved in the viral overlap nonetheless remain fully accessible to immune cross-reactions, given the availability of intracellular antigens to the immune system, which is a well-known phenomenon (38, 39). Immune cross-reactions with these proteins can (1) impair brain development, structure, and function; (2) alter cognitive processes and behavior; and (3) be involved in complex mental disorders: in particular, disorders from the psychotic spectrum.
Indeed, examples are, inter alia:
BarH-like 2 homeobox protein (BARH2) and sonic hedgehog protein (SHH) contribute to establish the positional identities of progenitor cells in the diencephalon (40), while alterations of BARH2 and SHH can affect cerebellum development (41, 42). Notably, reduced cerebellar volume has been reported in first-time psychotic episodes (43).
Ventral anterior homeobox 1 (VAX1) is a transcription factor, and its deficit causes severe depletion of GABAergic neurons in the neocortex (44), thus possibly triggering the emergence of disorders within the psychotic spectrum. Indeed, a deficit in GABAergic system is one of the predominant pathophysiological features in psychotic disorders (45–47).
Fibroblast growth factor receptor 1 (FGFR1) may be involved in aberrant dopaminergic firing in psychotic disorders. Altered FGFR1 affects development and function of dopamine neurons, resulting in psychotic disorders in transgenic mice (48).
Cell adhesion molecule 1 (CADM1) expression has been detected in glutamatergic neurons, including the granule cells of the dentate gyrus, the pyramidal cells of the CA1 and CA3 regions (namely, in parvalbumin-positive neurons in the CA3 region), and in a subset of GABAergic neurons in the hippocampus (49, 50).
The 1433E epsilon protein (1433E or tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein [YWHAE]); 5-hydroxytryptamine receptor 2B (5HT2B or serotonin receptor 2B); and dopamine D2 receptor (DRD2) are three proteins, that—when altered—appear to be involved in the genesis of psychotic disorders. Actually, theories on potential causes of psychotic disorders assign a causal role to altered serotonin and dopamine neurotransmission (51–58). Specifically, the HCMV peptide sharing with 5HT2B and DRD2 consists of the heptapeptide LAVADLL (Table 1). The HCMV LAVADLL peptide is present in the transmembrane domain 2 (TMD2) of 5-HT2B and is involved in the interaction with TMD7 that allows the human 5-HT2B to adopt a conformation able to bind the neurotransmitter serotonine (59). Moreover, the LAVADLL sequence is endowed with an immunogenic potential by being part of the epitope KLAVADLEK (IEDB ID: 213202), derived from human centromere protein F (aa pos 557–565) (60). Therefore, cross-reactions targeting LAVADLL may hit multiple proteins involved in neurotransmission as well as centriolar proteins involved in brain malformations (microcephaly and ocular anomalies) (61).
The transcription factor Sex-determining Region Y-related HMG-box 1 (SOX1) is uniquely expressed at a high level in the majority of telencephalic neurons that constitute the ventral striatum (62), a brain area closely associated with decision making and belonging to the reward-salience circuitry (i.e., ventral striatum, dorsal caudate, and anterior cingulate cortex) (63–65). SOX1 regulates the neural primordia and promotes neurogenesis not only by acting as a transcription factor but also by forming protein-protein interactions through its COOH-terminus (66). Of note, the HCMV versus SOX1 peptide overlap is mainly allocated in the COOH-terminus (Figure 1). Consequently, cross-reactions targeting the SOX1 C-terminus may have multiple pathologic consequences, from disruption of the molecular network underlying neurodevelopment to alteration of specific neural circuits that produce complex behavior.
The anaplastic lymphoma kinase (ALK) protein is a tyrosine kinase receptor that, when altered, is involved in psychotic disorders (67, 68) and in neuroblastoma, a common neoplasm of early childhood that arises from cells of the primitive neural crest, giving rise to the adrenal medulla and the sympathetic nervous system (69).
The serine/threonine-protein kinase (PAK3) (also known as oligophrenin-3) plays a role in dendrite spine morphogenesis as well as synapse formation and plasticity, and its dysregulation may lead to synaptic deficits in psychotic disorders (70–72).
The reticulon-4 (RTN4) protein is implicated in the stabilization of wiring and restriction of plasticity in the adult central nervous system (73). RTN4 is differentially expressed in the dorsolateral prefrontal cortex from individuals with psychotic disorders (74).
MAGI2 is a membrane-associated guanylate kinase that acts as a scaffold molecule at synaptic junctions by assembling neurotransmitter receptors and cell adhesion proteins. MAGI2 seems to be involved in psychotic disorders (75–77).
The brain calcium channel III or voltage-dependent N-type calcium channel subunit alpha-1B (CAC1B) may have a key role in etiology of bipolar disorder and psychosis (78).
The variety of proteins involved in peptide sharing with HCMV presented here is consistent with the complex multifactorial nature of mental disorders in general, and psychosis in particular. These proteins were examined in the present study in light of their involvement with neuronal migration, while it is highly likely that any alteration of their function or structure may affect higher cognitive processes through impairment of different mechanisms above and beyond migration (i.e., axon guidance, neurotransmission, excitatory-inhibitory balance, oscillatory neuronal firing, and others). Notably, these mechanisms can also be directly affected by cross-reactive targeting of proteins allowing membrane excitability (26–30), in a complex endotypical scenario that mirrors the phenotypical complexity of mental disorders without the need for a biunivocal match between them.
Conclusions
The present study demonstrates that numerous human proteins related to neuronal migration are involved in a specific heptapeptide overlap with HCMV. Such a wide peptide sharing supports the possibility that, following HCMV active infection, anti-HCMV human immune responses may cross-react with proteins involved in peptide sharing with the herpesvirus. In the case of cross-reactions, neuropathological consequences might include the development of mental disorders, such as psychotic syndromes. In fact, the 26 human proteins listed in Table 1 hold the key to specifying brain processes, such as neuronal connectivity, synaptogenesis, and neurotransmission in a prolonged temporal window that runs from fetal-early postnatal neurodevelopment to adult neurogenesis. In the context of peptide sharing described here, GABAergic and glutamatergic circuitry might play a central role, with disturbances potentially leading to psychotic syndromes by altering excitatory-inhibitory balance in oscillating brain networks underpinning higher cognitive functions (79–84). Different strategies could allow to test this hypothesis in vivo. Observationally, sera from human patients suffering from psychotic disorders might be examined for immunoreactivity against the sequences analyzed here. Causally, animal models of neuropsychiatric disorders might be obtained by immunizing pregnant and young animals with the same sequences.
Funding
We acknowledge support for the Article Processing Charge from the DFG (German Research Foundation, 393148499) and the Open Access Publication Fund of the University of Greifswald. GL is supported by a “Gerhard Domagk” research grant awarded by the University of Greifswald Medical School.
Statements
Data availability statement
All datasets analyzed for this study were retrieved from publicly accessible curated databases: UniProtKB (http://www.uniprot.org/), The Immune Epitope Database (IEDB; http://www.iedb.org/), and the Human Protein Atlas (https://www.proteinatlas.org/).
Author contributions
GL formulated the hypothesis, analyzed the data, and wrote the manuscript. GL, AF, and BS interpreted the data and revised and finalized the manuscript.
Conflict of interest
AF received consulting fees from Bayer and Novartis and honoraria for oral presentations from Novartis, Böhringer-Ingelheim, Lilly, and Biogen Idec.
The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpsyt.2020.00349/full#supplementary-material
References
1
SuterTACSJaworskiA. Cell migration and axon guidance at the border between central and peripheral nervous system. Science. (2019) 365(6456):eaaw8231. doi: 10.1126/science.aaw8231
2
Ohtaka-MaruyamaCOkadoH. Molecular Pathways Underlying Projection Neuron Production and Migration during Cerebral Cortical Development. Front Neurosci (2015) 9:447. doi: 10.3389/fnins.2015.00447
3
AyalaRShuTTsaiLH. Trekking across the brain: the journey of neuronal migration. Cell (2007) 128:29–43. doi: 10.1016/j.cell.2006.12.021
4
FalnikarAToleSLiuMLiuJSBaasPW. Polarity in migrating neurons is related to a mechanism analogous to cytokinesis. Curr Biol (2013) 23:1215–20. doi: 10.1016/j.cub.2013.05.027
5
FalnikarABaasPW. Neuronal migration re-purposes mechanisms of cytokinesis. Cell Cycle (2013) 12:3577–8. doi: 10.4161/cc.26821
6
SaghatelyanA. Role of blood vessels in the neuronal migration. Semin Cell Dev Biol (2009) 20:744–50. doi: 10.1016/j.semcdb.2009.04.006
7
SpaliceAParisiPNicitaFPizzardiGDel BalzoFIannettiP. Neuronal migration disorders: clinical, neuroradiologic and genetics aspects. Acta Paediatr (2009) 98:421–33. doi: 10.1111/j.1651-2227.2008.01160.x
8
ValienteMMarínO. Neuronal migration mechanisms in development and disease. Curr Opin Neurobiol (2010) 20:68–78. doi: 10.1016/j.conb.2009.12.003
9
MurakiKTanigakiK. Neuronal migration abnormalities and its possible implications for schizophrenia. Front Neurosci (2015) 9:74. doi: 10.3389/fnins.2015.00074
10
FukudaTYanagiS. Psychiatric behaviors associated with cytoskeletal defects in radial neuronal migration. Cell Mol Life Sci (2017) 74(19):3533–52. doi: 10.1007/s00018-017-2539-4
11
JakobHBeckmannH. Prenatal developmental disturbances in the limbic allocortex in schizophrenics. J Neural Transm (1986) 65:303–26. doi: 10.1007/bf01249090
12
KrimerLSHermanMMSaundersRCBoydJCHydeTMCarterJMet al. A qualitative and quantitative analysis of the entorhinal cortex in schizophrenia. Cereb Cortex (1997) 7:732–9. doi: 10.1093/cercor/7.8.732
13
WeinbergerDR. The neurodevelopmental origins of schizophrenia in the penumbra of genomic medicine. World Psychiatry (2017) 16(3):225–6. doi: 10.1002/wps.20474
14
Di CristoG. Development of cortical GABAergic circuits and its implications for neurodevelopmental disorders. Clin Genet (2007) 72:1–8. doi: 10.1111/j.1399-0004.2007.00822.x
15
CrandallJEMcCarthyDMArakiKYSimsJRRenJQBhidePG. Dopamine 660 receptor activation modulates GABA neuron migration from the basal forebrain to the cerebral cortex. J Neurosci (2007) 27:3813–22. doi: 10.1523/JNEUROSCI.5124-06.2007
16
LiJ-TSuY-AWangH-LZhaoY-YLiaoX-MWangX-Det al. Repeated Blockade of NMDA Receptors During 662 Adolescence Impairs Reversal Learning and Disrupts GABAergic 663 Interneurons in Rat Medial Prefrontal Cortex. Front Mol Neurosci (2016) 9:17. doi: 10.3389/fnmol.2016.00017
17
ShinmuraYKosugiIAiba-MasagoSBabaSYongLRTsutsuiY. Disordered migration and loss of virus-infected neuronal cells in developing mouse brains infected with murine cytomegalovirus. Acta Neuropathol (1997) 93:551–7. doi: 10.1007/s004010050651
18
HanDByunSHKimJKwonMPleasureSJAhnJHet al. Human Cytomegalovirus IE2 protein disturbs brain development by the dysregulation of neural stem cell maintenance and the polarization of migrating neurons. J Virol (2017) 91(17):pii: e00799–17. doi: 10.1128/JVI.00799-17
19
YoonJYDanielsonBMathisDKaramchandaniJMunozDG. Cytomegalovirus in the human dentate gyrus and its impact on neural progenitor cells: report of two cases. Clin Neuropathol (2017) 36(5):240–5. doi: 10.5414/NP301020
20
BlomströmAKarlssonHWicksSYangSYolkenRHDalmanC. Maternal antibodies to infectious agents and risk for non-affective psychoses in the offspring-a matched case-control study. Schizophr Res (2012) 140:25–30. doi: 10.1016/j.schres.2012.06.035
21
DalmanCAllebeckPGunnellDHarrisonGKristenssonKLewisGet al. Infections in the CNS during childhood and the risk of subsequent psychotic illness: a cohort study of more than one million Swedish subjects. Am J Psychiatry (2008) 165(1):59–65. doi: 10.1176/appi.ajp.2007.07050740
22
DickersonFKirkpatrickBBoronowJStallingsCOrigoniAYolkenR. Deficit schizophrenia: association with serum antibodies to cytomegalovirus. Schizophr Bull (2006) 32(2):396–400. doi: 10.1093/schbul/sbi054
23
ShirtsBHPrasadKMPogue-GeileMFDickersonFYolkenRHNimgaonkarVL. Antibodies to cytomegalovirus and Herpes Simplex Virus 1 associated with cognitive function in schizophrenia. Schizophr Res (2008) 106:268–74. doi: 10.1016/j.schres.2008.07.017
24
KrauseDLWeidingerEMatzJWildenauerAWagnerJKObermeierMet al. Infectious agents are associated with psychiatric diseases. Ment Illn. (2012) 4:e10. doi: 10.4081/mi.2012.e10
25
HouenouJd’AlbisMADabanCHamdaniNDelavestMLepineJPet al. Cytomegalovirus seropositivity and serointensity are associated with hippocampal volume and verbal memory in schizophrenia and bipolar disorder. Prog Neuropsychopharmacol Biol Psychiatry (2014) 48:142–8. doi: 10.1016/j.pnpbp.2013.09.003
26
LuccheseGCaponeGKanducD. Peptide sharing between influenza A H1N1 hemagglutinin and human axon guidance proteins. Schizophr Bull (2014) 40:362–75. doi: 10.1093/schbul/sbs197
27
LuccheseG. Confronting JC virus and Homo sapiens biological signatures. Front Biosci (2013) 18:716–24. doi: 10.2741/4133
28
LuccheseG. Understanding neuropsychiatric diseases, analyzing the peptide sharing between infectious agents and the language-associated NMDA 2A protein. Front Psychiatry (2016) 7:60. doi: 10.3389/fpsyt.2016.00060
29
LuccheseG. From toxoplasmosis to schizophrenia via NMDA dysfunction: peptide overlap between Toxoplasma gondii and N-Methyl-d-Aspartate Receptors as a potential mechanistic link. Front Psychiatry (2017) 8:37. doi: 10.3389/fpsyt.2017.00037
30
LuccheseGStahlB. Peptide sharing between viruses and DLX proteins: A potential cross-reactivity pathway to neuropsychiatric disorders. Front Neurosci (2018) 12:150. doi: 10.3389/fnins.2018.00150
31
LuccheseGFlöelAStahlB. Cross-reactivity as a mechanism linking infections to stroke. Front Neurol (2019) 10:469. doi: 10.3389/fneur.2019.00469
32
MagraneM. UniProt Consortium. UniProt Knowledgebase: a hub of integrated protein data. Database (Oxford) (2011) 2011:bar009. doi: 10.1093/database/bar009
33
ChenCLiZHuangHSuzekBEWuCH. UniProt Consortium. A fast Peptide Match service for UniProt Knowledgebase. Bioinformatics (2013) 29:2808–9. doi: 10.1093/bioinformatics/btt484
34
VitaROvertonJAGreenbaumJAPonomarenkoJClarkJDCantrellJRet al. The immune epitope database 2.0. Nucleic Acids Res (2010) 38:D854–862.
35
UhlenMet al. A pathology atlas of the human cancer transcriptome. Science (2017). doi: 10.1126/science.aan2507
36
KarlinSBrocchieriLBergmanAMrazekJGentlesAJ. Amino acid runs in eukaryotic proteomes and disease associations. Proc Natl Acad Sci U S A. (2002) 99:333–8. doi: 10.1073/pnas.012608599
37
LuccheseGKanducD. Single amino acid repeats connect viruses to neurodegeneration. Curr Drug Discovery Technol (2014) 11:214–9. doi: 10.2174/1570163811666140212112300
38
GreenleeJEClawsonSAHillKEWoodBClardySLTsunodaIet al. Anti-Yo Antibody Uptake and Interaction with Its Intracellular Target Antigen Causes Purkinje Cell Death in Rat Cerebellar Slice Cultures: A Possible Mechanism for Paraneoplastic Cerebellar Degeneration in Humans with Gynecological or Breast Cancers. PloS One (2015) 10:e0123446. doi: 10.1371/journal.pone.0123446
39
RacanelliVPreteMMusarajGDammaccoFPerosaF. Autoantibodies to intracellular antigens: generation and pathogenetic role. Autoimmun Rev (2011) 10:503–8. doi: 10.1016/j.autrev.2011.03.001
40
DingQBalasubramanianRZhengDLiangGGanL. Barhl2 Determines the Early Patterning of the Diencephalon by Regulating Shh. Mol Neurobiol (2017) 54(6):4414–20. doi: 10.1007/s12035-016-0001-5
41
BulfoneAMenguzzatoEBroccoliVMarchitielloAGa ttusoCMarianiMet al. Barhl1, a gene belonging to a new subfamily of mammalian homeobox genes, is expressed in migrating neurons of the CNS. Hum Mol Genet (2000) 9(9):1443–52.
42
De LucaACerratoVFucàEParmigianiEBuffoALetoK. Sonic hedgehog patterning during cerebellar development. Cell Mol Life Sci (2016) 73:291–303. doi: 10.1093/hmg/9.9.1443
43
BottmerCBachmannSPantelJEssigMAmannMSchadLRet al. Reduced cerebellar volume and neurological soft signs in first-episode schizophrenia. Psychiatry Res (2005) 140:239–50. doi: 10.1016/j.pscychresns.2005.02.011
44
TaglialatelaPSoriaJMCaironiVMoianaABertuzziS. Compromised generation of GABAergic interneurons in the brains of Vax1-/- mice. Development (2004) 131:4239–49. doi: 10.1242/dev.01299
45
CostaEDavisJMDongEGraysonDRGuidottiATremolizzoL. Veldic M. A GABAergic cortical deficit dominates schizophrenia pathophysiology. Crit Rev Neurobiol (2004) 16:1–23. doi: 10.1615/critrevneurobiol.v16.i12.10
46
SkilbeckKJJohnstonGARHintonT. Long-lasting effects of early-life intervention in mice on adulthood behaviour, GABA(A) receptor subunit expression and synaptic clustering. Pharmacol Res (2018) 128:179–189. doi: 10.1016/j.phrs.2017.09.021
47
TseMTPiantadosiPTFlorescoSB. Prefrontal cortical gamma-aminobutyric acid transmission and cognitive function: drawing links to schizophrenia from preclinical research. Biol Psychiatry (2015) 77(11):929–39. doi: 10.1016/j.biopsych.2014.09.007
48
KlejborIMyersJMHausknechtKCorsoTDGambinoASMorysJet al. Fibroblast growth factor receptor signaling affects development and function of dopamine neurons-inhibition results in a schizophrenia-like syndrome in transgenic mice. J Neurochem (2006) 97:1243–58. doi: 10.1111/j.1471-4159.2006.03754.x
49
ThomasLAAkinsMRBiedererT. Expression and adhesion profiles of SynCAM molecules indicate distinct neuronal functions. J Comp Neurol (2008) 510:47–67. doi: 10.1002/cne.21773
50
YamadaAInoueEDeguchi-TawaradaMMatsuiCTogawaANakataniTet al. Necl-2/CADM1 interacts with ErbB4 and regulates its activity in GABAergic neurons. Mol Cell Neurosci (2013) 56:234–43. doi: 10.1016/j.mcn.2013.06.003
51
CheahPSRamshawHSThomasPQToyo-OkaKXuXMartinSet al. Neurodevelopmental and neuropsychiatric behaviour defects arise from 14-3-3ζ deficiency. Mol Psychiatry (2012) 17:451–66. doi: 10.1038/mp.2011.158
52
KurokiTNagaoNNakaharaT. Neuropharmacology of second-generation antipsychotic drugs: a validity of the serotonin-dopamine hypothesis. Prog Brain Res (2008) 172:199–212. doi: 10.1016/S0079-6123(08)00910-2
53
RemingtonG. Alterations of dopamine and serotonin transmission in schizophrenia. Prog Brain Res (2008) 172:117–40. doi: 10.1016/S0079-6123(08)00906-0
54
MurrayRMLappinJDi FortiM. Schizophrenia: from developmental deviance to dopamine dysregulation. Eur Neuropsychopharmacol (2008) 18(Suppl 3):S129–34. doi: 10.1016/j.euroneuro.2008.04.002
55
IntaDMeyer-LindenbergAGassP. Alterations in postnatal neurogenesis and dopamine dysregulation in schizophrenia: a hypothesis. Schizophr Bull (2011) 37(4):674–80. doi: 10.1093/schbul/sbq134
56
HowesODNourMM. Dopamine and the aberrant salience hypothesis of schizophrenia. World Psychiatry (2016) 15:3–4. doi: 10.1002/wps.20276
57
LauCIWangHCHsuJLLiuME. Does the dopamine hypothesis explain schizophrenia? Rev Neurosci (2013) 24:389–400. doi: 10.1515/revneuro-2013-0011
58
HeinzASchlagenhaufF. Dopaminergic dysfunction in schizophrenia: salience attribution revisited. Schizophr Bull (2010) 36:472–85. doi: 10.1093/schbul/sbq031
59
ManivetPSchneiderBSmithJCChoiDSMaroteauxLKellermannOet al. The serotonin binding site of human and murine 5-HT2B receptors: molecular modeling and site-directed mutagenesis. J Biol Chem (2002) 277:17170–8. doi: 10.1074/jbc.M200195200
60
GranadosDPSriranganadaneDDaoudaTZiegerALaumontCMCaron-LizotteOet al. Impact of genomic polymorphisms on the repertoire of human MHC class I-associated peptides. Nat Commun (2014) 5:3600. doi: 10.1038/ncomms4600
61
WatersAMAsfahaniRCarrollPBicknellLLescaiFBrightAet al. The kinetochore protein, CENPF, is mutated in human ciliopathy and microcephaly phenotypes. J Med Genet (2015) 52:147–56. doi: 10.1136/jmedgenet-2014-102691
62
EkonomouAKazanisIMalasSWoodHAlifragisPDenaxaMet al. Neuronal migration and ventral subtype identity in the telencephalon depend on SOX1. PloS Biol (2005) 3:e186. doi: 10.1371/journal.pbio.0030186
63
SchmidtAAntoniadesMAllenPEgertonAChaddockCABorgwardtSet al. Longitudinal alterations in motivational salience processing in ultra-high-risk subjects for psychosis. Psychol Med (2016) 4:1–12. doi: 10.1017/S0033291716002439
64
StegmayerKHornHFederspielARazaviNBrachtTLaimböckKet al. Ventral striatum gray matter density reduction in patients with schizophrenia and psychotic emotional dysregulation. NeuroImage Clin (2013) 4:232–9. doi: 10.1016/j.nicl.2013.12.007
65
EsslingerCEnglischSIntaDRauschFSchirmbeckFMierDet al. Ventral striatal activation during attribution of stimulus saliency and reward anticipation is correlated in unmedicated first episode schizophrenia patients. Schizophr Res (2012) 140:114–21. doi: 10.1016/j.schres.2012.06.025
66
KanLIsrasenaNZhangZHuMZhaoLRJalaliAet al. Sox1 acts through multiple independent pathways to promote neurogenesis. Dev Biol (2004) 269:580–94. doi: 10.1016/j.ydbio.2004.02.005
67
KunugiHHashimotoROkadaTHoriHNakabayashiTBabaAet al. Possible association between nonsynonymous polymorphisms of the anaplastic lymphoma kinase (ALK) gene and schizophrenia in a Japanese population. J Neural Transm (Vienna) (2006) 113:1569–73. doi: 10.1007/s00702-006-0436-3
68
BilslandJGWheeldonAMeadAZnamenskiyPAlmondSWatersKAet al. Behavioral and neurochemical alterations in mice deficient in anaplastic lymphoma kinase suggest therapeutic potential for psychiatric indications. Neuropsychopharmacology (2008) 33:685–700. doi: 10.1038/sj.npp.1301446
69
MosséYPLaudenslagerMLongoLColeKAWoodAAttiyehEFet al. Identification of ALK as a major familial neuroblastoma predisposition gene. Nature. (2008) 455:930–5. doi: 10.1038/nature07261
70
DattaDArionDCorradiJPLewisDA. Altered expression of CDC42 signaling pathway components in cortical layer 3 pyramidal cells in schizophrenia. Biol Psychiatry (2015) 78:775–85. doi: 10.1016/j.biopsych.2015.03.030
71
MorrowEMKaneAGoffDCWalshCA. Sequence analysis of P21-activated kinase 3 (PAK3) in chronic schizophrenia with cognitive impairment. Schizophr Res (2008) 106:265–7. doi: 10.1016/j.schres.2008.08.021
72
KimMJBiagJFassDMLewisMCZhangQFleishmanMet al. Functional analysis of rare variants found in schizophrenia implicates a critical role for GIT1-PAK3 signaling in neuroplasticity. Mol Psychiatry (2017) 22(3):417–29. doi: 10.1038/mp.2016.98
73
SchwabME. Functions of Nogo proteins and their receptors in the nervous system. Nat Rev Neurosci (2010) 11:799–811. doi: 10.1038/nrn2936
74
Martins-de-SouzaDGattazWFSchmittARewertsCMaccarroneGDias-NetoEet al. Prefrontal cortex shotgun proteome analysis reveals altered calcium homeostasis and immune system imbalance in schizophrenia. Eur Arch Psychiatry Clin Neurosci (2009) 259:151–63. doi: 10.1007/s00406-008-0847-2
75
KoideTBannoMAleksicBYamashitaSKikuchiTKohmuraKet al. Common variants in MAGI2 gene are associated with increased risk for cognitive impairment in schizophrenic patients. PloS One (2012) 7:e36836. doi: 10.1371/journal.pone.0036836
76
PotkinSGTurnerJAGuffantiGLakatosAFallonJHNguyenDDet al. A genome-wide association study of schizophrenia using brain activation as a quantitative phenotype. Schizophr Bull (2009) 35:96–108. doi: 10.1093/schbul/sbn155
77
KarlssonRGraaeLLekmanMWangDFavisRAxelssonTet al. MAGI1 copy number variation in bipolar affective disorder and schizophrenia. Biol Psychiatry (2012) 71:922–30. doi: 10.1016/j.biopsych.2012.01.020
78
CurtisDVineAEMcQuillinABassNJPereiraAKandaswamyRet al. Case-case genome-wide association analysis shows markers differentially associated with schizophrenia and bipolar disorder and implicates calcium channel genes. Psychiatr Genet (2011) 21:1–4. doi: 10.1097/YPG.0b013e3283413382
79
Grent-’t-JongTRivoltaDSauerAGrubeMSingerWWibralMet al. MEG-measured visually induced gamma-band oscillations in chronic schizophrenia: Evidence for impaired generation of rhythmic activity in ventral stream regions. Schizophr Res (2016) 176:177–85. doi: 10.1016/j.schres.2016.06.003
80
McNallyJMMcCarleyRW. Gamma band oscillations: a key to understanding schizophrenia symptoms and neural circuit abnormalities. Curr Opin Psychiatry (2016) 29:202–10. doi: 10.1097/YCO.0000000000000244
81
HeckersSKonradiC. GABAergic mechanisms of hippocampal hyperactivity in schizophrenia. Schizophr Res (2015) 167:4–11. doi: 10.1016/j.schres.2014.09.041
82
KonradiCYangCKZimmermanEILohmannKMGreschPPantazopoulosHet al. Hippocampal interneurons are abnormal in schizophrenia. Schizophr Res (2011) 131:165–173. doi: 10.1016/j.schres.2011.06.007
83
SunYFarzanFBarrMSKiriharaKFitzgeraldPBLightGAet al. γ oscillations in schizophrenia: mechanisms and clinical significance. Brain Res (2011) 1413:98–114. doi: 10.1016/j.brainres.2011.06.065
84
McNallyJMMcCarleyRWBrownRE. Impaired GABAergic neurotransmission in schizophrenia underlies impairments in cortical gamma band oscillations. Curr Psychiatry Rep (2013) 15:346. doi: 10.1007/s11920-012-0346-z
Summary
Keywords
peptide sharing, HCMV, immune response, schizophrenia, cross-reactivity
Citation
Lucchese G, Flöel A and Stahl B (2020) A Peptide Link Between Human Cytomegalovirus Infection, Neuronal Migration, and Psychosis. Front. Psychiatry 11:349. doi: 10.3389/fpsyt.2020.00349
Received
21 October 2019
Accepted
06 April 2020
Published
08 May 2020
Volume
11 - 2020
Edited by
Marie-Eve Tremblay, University of Victoria, Canada
Reviewed by
Kurt Leroy Hoffman, Autonomous University of Tlaxcala, Mexico; Ayanabha Chakraborti, University of Alabama at Birmingham, United States
Updates
Copyright
© 2020 Lucchese, Flöel and Stahl.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Guglielmo Lucchese, guglielmo.lucchese@uni-greifswald.de
This article was submitted to Molecular Psychiatry, a section of the journal Frontiers in Psychiatry
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.