HYPOTHESIS AND THEORY article

Front. Psychiatry, 15 March 2017

Sec. Schizophrenia

Volume 8 - 2017 | https://doi.org/10.3389/fpsyt.2017.00037

From Toxoplasmosis to Schizophrenia via NMDA Dysfunction: Peptide Overlap between Toxoplasma gondii and N-Methyl-d-Aspartate Receptors As a Potential Mechanistic Link

  • GL

    Guglielmo Lucchese *

  • Brain Language Laboratory, Freie Universtät Berlin, Berlin, Germany

Abstract

The present work aims at investigating how Toxoplasma gondii (T. gondii) infection may be linked to N-methyl-d-aspartate receptor (NMDAR) dysfunction in schizophrenia and related disorders and puts forward the hypothesis that immune responses against T. gondii may involve NMDARs. Indeed, the analysis of the protozoan proteome and NMDAR subunits for peptide commonalities shows a massive peptide overlap and supports the possibility that anti-T. gondii immune responses raised during active protozoan infection may cross-react with host NMDARs, determining disruption of neural circuits and cognitive deficits. In particular, the NMDA 2D subunit, which is mainly expressed in parvalbumin-positive interneurons, appears to be a hotspot for potential T. gondii-induced cross-reactive immune attacks.

Introduction

Schizophrenia is a multifaceted syndrome characterized by distinctive behavioral symptoms, cognitive deficits, and a complex etiopathogenesis, which seems to involve neurodevelopmental anomalies and a combination of genetic and environmental factors (1, 2). Among the environmental factors, Toxoplasma gondii (T. gondii) is gaining increasing attention, and a causal association between the protozoan infection and schizophrenia has been repeatedly suggested (3–9). Over the last decades, studies on T. gondii antibodies (Abs) in patients with schizophrenia revealed higher levels of anti-T. gondii Abs in the affected persons when compared to controls (8, 10–12). Interestingly, higher anti-T. gondii Ab levels were also found in mothers of offspring who later developed schizophrenia (13) and in newborns who later were diagnosed with the disease, as compared to controls (6, 14). This suggests that toxoplasmosis in early life might affect neurodevelopment and contribute to later onset of schizophrenia. However, the molecular determinants and mechanisms by which T. gondii infection might contribute to the pathophysiology of the disease remain unclear.

One major pathophysiological mechanism underlying development of schizophrenia seems to be N-methyl-d-aspartate glutamate receptor (NMDAR) dysfunction (15–17). The NMDA model of schizophrenia originated from the observation that NMDA antagonists, like ketamine or phencyclidine (PCP), transiently induce symptoms that mimic psychotic episodes (18–21). Following these initial observations, a large body of genetic and molecular evidence has accumulated in the last three decades indicating NMDA dysfunction as a convergence point in the development of schizophrenia (22–27). NMDA dysfunction not only can provide a satisfactory explanation of behavioral and cognitive symptoms of schizophrenia but is also consistent with the neurodevelopmental aspect of the disease, given that early NMDA aberrations/damage can translate into clinical onset later in life (22, 28, 29).

In summary, the NMDA model of schizophrenia seems then to be the common pathway of different etiological factors and is characterized by an early-damage late-onset temporal pattern, which is consistent with findings on increased risk of schizophrenia after early-life T. gondii infection. It is therefore reasonable to hypothesize that T. gondii can affect NMDAR function and glutamatergic neuronal circuits.

On this basis, the present work examines the hypothesis that immune responses to T. gondii may relate to NMDAR dysfunction by way of cross-reactive mechanisms and anti-NMDAR Abs. The rationale is that when a pathogen has sequence/structure similarity with human proteins, then anti-pathogen immune responses may cross-react with human proteins that share sequences/structures with the pathogen, thus triggering autoimmunity (30, 31). Such a hypothesis originates form the observations that (1) anti-T. gondii Ab levels are, as discussed above, higher in schizophrenic patients (8, 10–12), thus suggesting that immune responses following T. gondii active infection might play a role in the association of the parasite with the disease and (2) NMDAR blocking Abs are present in subjects with schizophrenia, schizoaffective, bipolar, and major depressive disorders (32–37), thus suggesting a role of anti-NMDAR immunoreactivity in the genesis of NMDA dysfunction in schizophrenia and other neuropsychiatric disorders. Moreover, a direct effect of early toxoplasmosis on behavioral anomalies and elevation of anti-NMDAR autoantibodies was found in a recent study on mice (38).

In light of this immunologic context, T. gondii proteome and the seven NMDAR subunit proteins (NMDA 1, 2A, 2B, 2C, 2D, 3A, and 3B) were searched for common peptides that might underlie immune cross-reactions between the protozoan and the human host. Data are reported showing that the T. gondii proteome and NMDAR subunits share a vast epitopic peptide platform that is centered on the 2D subunit and appears to be potentially significant to schizophrenia pathogenesis.

Methods

The seven human NMDAR subunit aminoacidic sequence analyzed in this study were retrieved from the UniProt database1 (39), and are listed with their alternative names in parentheses, followed by amino acids (aa) length: NMDA 1 (GluN1, NMDZ1), 938; NMDA 2A (GluN2A, NMDE1), 1,464; NMDA 2B (GluN2B, NMDE2), 1,484; NMDA 2C (GluN2C, NMDE3), 1,233; NMDA 2D (GluN2D, NMDE4), 1,336; NMDA 3A (GluN3A, NMD3A), 1,115; and NMDA 3B (GluN3B, NMD3B), 1,043.

The protein sequence of each NMDA subunit was dissected into sequential hexapeptides that overlapped each other by five aa (for example, MSTMRL, STMRLL, TMRLLT, MRLLTL, and so forth). This procedure produced a library consisting of 8,578 NMDAR subunit hexapeptides. Each NMDAR hexapeptide was used as a probe to search the entire T. gondii proteome for occurrences of the same hexapeptide using the Pir Peptide Match program2 (40).

Toxoplasma gondii (strain VEG, NCBI Tax ID: 432359) was investigated. The T. gondii proteome consists of 8,404 proteins (Uniprot proteome: UP000002226). The protozoan Entamoeba histolytica (NCBI Tax ID: 5759; 7,959 proteins; Uniprot proteome: UP000001926) was used as a control.

The Immune Epitope DataBase3 (IEDB) (41) was searched for epitopes containing (or corresponding to) NMDAR hexapeptide(s) shared with T. gondii and experimentally validated as immunopositive in humans. Details, references, and immunoassay type for each epitope reported in the present study are available at http://www.iedb.org/advancedQueryEpitope.php.

Results

Sequence-matching analyses were carried out at the 6-mer level since a grouping of 5–6 aa represents the minimal immune unit able to induce specific Abs and to determine specific antigen–antibody recognition (42–44).

The hexapeptide sharing between NMDAR subunits and T. gondii proteins and its immunological potential is quantified in Table 1 and detailed in Table S1 in the Supplementary Material. Table 1 shows that the seven NMDAR subunit proteins share a high number of hexapeptides with the protozoan proteome. On the whole, 2,215 out of the 8,578 hexapeptides composing the NMDAR library repeatedly occur in the protozoan proteome, for a total of 5,802 multiple occurrences. Theoretically, such an impressive level of peptide sharing equates to a vast source of potential cross-reactions in case of active toxoplasmosis and, indeed, NMDAR hexapeptides shared with the T. gondii proteome are also present in immunopositive epitopes (Table 1, last column).

Table 1

NMDAR subunitTotal number of hexapeptidesHexapeptides shared with T. gondii proteomeHexapeptides shared with T. gondii proteome (including multiple occurrences)Hexapeptides shared with T. gondii proteome and present in immunopositive epitopes
193318050410
2A1,45925448816
2B1,4792584007
2C1,22837494722
2D1,3314961,46358
3A1,1102629778
3B1,0383911,02344

Total:8,5782,2155,802165

N-methyl-d-aspartate receptor (NMDAR) hexapeptide sharing with Toxoplasma gondii proteome.

In order to define the immunologic potential of the hexapeptide commonality between NMDARs and T. gondii, the shared 2,215 hexapeptides were analyzed using the IEDB, an immune epitope catalog resource, in search of epitopes experimentally validated as immunopositive in the human host, and containing (or corresponding to) hexapeptides shared between T. gondii and human NMDAR proteins. One hundred sixty out of the 2,215 hexapeptides shared between the 7 human NMDARs and T. gondii were found to be disseminated through hundreds of IEDB epitopes that have been validated as immunopositive in humans. The 160 epitopic NMDAR hexapeptides and the IEDB epitopes are described in Tables 2 and 3, respectively.

Table 2

NMDA 1NMDA 2ANMDA 2BNMDA 2CNMDA 2DNMDA 3ANMDA 3B
AGGIVAAAAEKGAAPVAVAGVSSSAAAATAAPRAASAALARA
EEEEEDALSLITALSLITASPPRQAAPPPAEELSGIAAPAEA
ELEARVAPSAAALAVLAVFLDLPLAATAVGLLEKIAAEAEAA
ELLEKEEELETLLKTGKLGPALLLAGGAGGNFSLLLALLPRA
GRGALQISLKDRLRLLRTGPGGPRAGGGGSPFSSPSALLSSL
LVAGGIKGPPALQEAIAQLGPALLAPGPAPPPGSRKAPRLPH
RGALQNLEARVRQKEEAALLLTSLAPPAAASELEKQAPVPAA
SPGSPRLKTGKLLLTSLFAPPPPPVPSSSSARAAPA
SVARAALPALLVLSLRQKAPRGAAARARAR
TLASSFLRSTASLTVATLAPRPAPARPPPP
RELDLSPALLLTAVAAAVATLDAL
SLEARVPGGPRAAVGPPLEAPVPA
SRDSRGPPPSPCAVVARGEELSGI
SRPSRSQASPDLGAAGRPEGSKEE
SRSISLRSVEDAGAALVLELVVAA
SSVILLSASERPGAGEAVEQQQQQ
SFSPGGGAGGAGERLRQA
SLASPPGAGGGAGEAPVP
SSVAEAGAGGPGGGLVAL
TAGVSSGAPAAPGLALAL
TDAPPAGASLGGGLLALG
TVATLEGGAGGGGRPPAA
GGAGGPGSALLS
GGGGSGGVAALL
GGGLGGGVLARL
GGPGGGLARAAL
GKKIDGLEHPFV
GLGLGLLERRIE
KPPPPPLGSALL
LAGGGGLLAQLG
LELLPPLLQARA
LLLLALLQARAA
LLSGLRPEADAE
LPPPAPPGVAAL
LTVATLPPGVAA
PAAAAPPPPPQG
PAAAATPRAPLA
PAEPPAPTGAPQ
PAPPAAQELERR
PGPGGAQQQQQQ
PLPSPARARAAL
PPAAAARARARA
PPPPPQRLRQAL
PRGAAGVLSLLR
PSPPAP
PVALVL
RAAPPP
RAPAVA
RGAGGP
RGAQAL
RGPRGP
SGPAYA
SLELLP
SPPAPA
TPAAAA
TVATLE
VRPVAL
VSAQIR

Epitopic hexapeptides shared between the seven human N-methyl-d-aspartate receptor (NMDAR) subunit proteins and T. gondii proteome and present in epitopes experimentally validated as immunopositive in humans.a,b

aHexapeptides common to the seven isoforms of NMDA 1 are given underlined.

bThe five hexapeptides present in more than one subunit are in bold.

Table 3

IEDB IDaEpitopebIEDB IDaEpitopebIEDB IDaEpitopebIEDB IDaEpitopebIEDB IDaEpitopeb
364aapLPPPAPd178516ALLPRAgaaaaaalp243209rvLRLLRTlrplrvi446380lprALLSSL460038tpAVGPPL
1432aGAGGGAGGAGag179362QASPDLlrgllstfi255107apakaaAPPAAArsa446610miRAAPPPl460172vagLAVLAV
11210eavesTVATLEd179712ylglevltRARAALt260421avGVAALLplptvva446684mPPPPPQGv460179vAPPPPPvev
16552FLDLPL180820wlvhrqwFLDLPLpw265472ddddddepeEGSKEE447353rgsLARAAL460604VRPVALVL
16553FLDLPLpwl189280slyLTVATL275388edEEEEEDEEEEEDe447526rpaLPALLV460633vtlasGGLVAL
16554FLDLPLpwt193670aLLSGLRea348447pakaaAPPAAArsae448486sPGGPRAav460697wlknGAALVL
19674gGAGGAGGaGAGGGA193930iiNFSLLLv348613papakaaAPPAAArs448497SPGSPRpal463472APPPPPppv
34978laTAGVSSSdslvsp194050kliEELETL359598qekkeEEEEEDgieq451566aaaPAPPAA463529APRPAPvaqppaaa
46489nvsVPSSSStplly194088klPPPPPQa375698sapakaaAPPAAArs451598aaPAAAAPa463617APVPAAaav
48720pnvsVPSSSStplly196338APPPPPppp410921vsapakaaAPPAAAr451603aaPAPPAAA465860glsgSGPAYA
51177QKEEAAicgqmdls196592KPPPPPppp418132fqinqdEEEEEDed451607aAPGPAPl466021gpPSPPAPvm
67823vaytlaTAGVSSSds198666AEAEAAsvrm418885sprrSRSISL451608aAPPAAAAa466282hlwtgevsAAPPPA
68358vesTVATLEd199105aeprPAEPPAw419522apqAPPPPPk451658AEAEAAvgl466749ipLLLTSL
69908vlyspnvsVPSSSS202838atASPPRQk420032pvRAPAVAv452024aEQQQQQmy466793iprgpPSPPAPv
73319yAALARAAL210095gLLEKIATpk420626kLVAGGInav452378ALLSSLarc466794iprgpPSPPAPvm
77946LGPALLLll217152qlkLKTGKL423463prppplgrgRGAGGP452567aPAAAAPaa469288ppAPPPPPv
94735VPSSSStpl217651RELDLSgqgf423802AAAATAdvtly452663apgKGPPAL470036rpikGAAGRPlel
103165feetfevtaAAPVAV219411spaSRSISL424158avSSVAEAy452666APGPAPsql470660slmaelGEAPVPAsv
103645tgGGGGSGfsnsgsg222405GEAPVPAsv424351ffGAGGAGy452751APPPPPkal474124yTDAPPAysel
113351eaGAGGGA224924pAPPPPPpp424829GASLGGiiy452752APPPPPtsm474710AEAEAAavhga
114666vrSRPSRSrssrser227016aGAGGGAGAGGAGGa424842gffGAGGAGy452779aprelGLGLGL474785aeAPPPPPp
115985sTVATLEdsp227017AGAGGGAGAGGGAgg426558nlLQARAAlqtay452781APRGAAGl475138aelGEAPVP
118616svsyddwdySLEARV227018AGAGGGAGGAGaggg427326SLELLPPp452792APRPAPvaq475252aeqepELEARVa
121117adGKKIDG227019aGAGGGAGGAGGaga433554yTDAPPAysely452810APSAAAlpa476614avrPPAAAAak
121776RARARARa227020AGAGGGAGGAGGagg435140grlPLPSPAl453128dqvgGVLARL477189eaPAAAATA
121811rRARARAR227021aggaGAGGAGaggag435175grSSVILLty454126gLAVLAVvv477192eAPPPPPpp
122052ykhadGKKIDGrrvl227023aggaGAGGGAgagga435395krQEAIAQnr454159GLLALGdymnv477741eLGSALLSl
127989ggaGAGGGAgagg227024aggaGAGGGAGGAGG437234fELLEKEvgl454273GPGGPRnl479011gveGAPAAP
132330GGGLGGtrrg227025aggGAGGAGAGGGAg437708gPPPPPQGgrpp454675ikGAAGRPlel482100lqkLKTGKL
132548prrlGGGLGG227188gaGAGGGAGGAGagg437719gptslgGGAGGPll455937lAAPPPApa482881paaAPPAAA
132613rlGGGLGGtr227189GAGGAGAGGGAGGAG438549kEQQQQQmw455970lAPPPPPaa483053qeAPPPPPp
138044SRDSRGkpgy227204ggGAGGAGAGGGAgg438691klqELEARV456697lsrlPALLLTg486281spaSRSISLl
142502aAGGGGStdnlsy235218lGVAALLfgfpiffd439841refPEADAEkl457321paAAAATAl487382tevAPPPPP
144908iepRGAQAL236707aeLRSTASll440445SELEKQdnsw457322PAAAAPaaa492366iRAAPPPlfll
146892epeAEAEAAagpgp239263AATAVGggflll441412vLLAQLGpqpg457324paaPAAAAPgy492772krGLALALf
150802iRAAPPPlf239392alLAGGGGppak442395amPPPPPQGv457338papARAAPA493404mrpGPALLLlgv
156427qqgrQQQQQQQgqqg239445aprelglGLGLGL442558appERLRQAL457425PPGVAALsi495305srTPAAAAam
161826aegGRPPAA239460aprpaAAAATAl442568APRAAStesl457922rARPPPPstl504497APGPAPtrc
162831LEHPFVssi239463APRPAPvaqppa442615APRLPHsvtc458285rpaGPALLL504498APGPAPtrcl
169260maiakaAAAEKGvpl239473aprtPGPGGArl442702apsSPGSPRpal458546rpyLGPALL505654gpgifPPPPPQp
176712VSAQIRknf239607eestgLLSGLRiw443010AVVARGttilak458547rpyLGPALLL505667gPPPPQGkp
176870AEAEAAavhgarf240452SPPAPAgsratl444271glaAGGIVAv458577RSVEDAqaw507174miRAAPPPlf
176959agytpatpAAPAEAa240535stAPPPPPllle444325gLVAGGIiga459541sprpaLPALLV507502pgaRGPRGPp
177000eaqkaakPAAAATAt240571tgggGGGGSGgtrm444514grlPLPSPAley459542sprPFSSPSm507608qgPPPPQGkpq
177124kaakPAAAATAtata240573tkeAVAAAVaav445222iRAAPPPlfl459704sTLASSFk509894LPPPAPaev
177139kPAAAATAtataavg242669ilgmlrvLRLLRTlr446022ktlLLTSLF459875tgAPGPAPp510025ndAPRAASi

Immunopositive epitopes containing hexapeptides shared between the seven human N-methyl-d-aspartate receptor (NMDAR) subunit proteins and T. gondii proteome.

aImmunopositive epitopes containing hexapeptides shared between T. gondii and NMDAR subunits are listed according to IEDB ID number. Only epitopes ≤15 aa are reported. Details and references are available at www.immuneepitope.org/.

bPeptide sequences shared between NMDAR subunit proteins and T. gondii proteome are given in capital letters.

Control analyses using the protozoan E. histolytica, a human pathogen associated with intestinal and extraintestinal infections (45), highlight a lower extent of peptide sharing (Table 4), thus indicating that the intensity of the hexapeptide sharing between T. gondii and the NMDAR subunits—in particular, NMDA 2D and 3B—is specific (Tables 1 and 2). The detailed description of the peptide sharing between the NMDAR subunits and the protozoan E. histolytica is reported in Tables S2 and S3 in Supplementary Material.

Table 4

NMDAR subunitTotal number of hexapeptidesHexapeptides shared with E. histolytica proteomeHexapeptides shared with E. histolytica proteome (including multiple occurrences)Hexapeptides shared with E. histolytica proteome and present in immunopositive epitopes
193310024013
2A1,45913422710
2B1,4791602419
2C1,228921415
2D1,33110919215
3A1,1101012113
3B1,0388614210

Total:8,5787821,39465

N-methyl-d-aspartate receptor (NMDAR) hexapeptide sharing with Entamoeba histolytica proteome.

Discussion

The Spatiotemporal NMDAR Subunit Expression May Shape the Potential Cross-reactions between T. gondii and NMDARs

Tables 2 and 3 indicate that T. gondii active infection might induce immune reactions able to cross-react to different extents with the seven NMDAR subunits. In particular, analysis of Table 2 shows that epitopic hexapeptides shared with T. gondii are mostly allocated in the NMDA 2D, 3B, and 2C subunits (58, 44, and 22 epitopic hexapeptides, respectively), whereas a relatively lower level of hexapeptide sharing characterizes NMDA 2A, 1, 3B, and 3A (16, 10, 8, and 7 epitopic hexapeptides, respectively).

This appears to be relevant in light of the fact that NMDARs consist of four subunits, two of which invariably are NMDA 1 subunits that can associate with NMDA 2 subunits or a combination of NMDA 2 and NMDA 3 subunits. Such a variable composition results in a large number of NMDAR subtypes, which present different spatiotemporal patterns of expression during neurodevelopment and in the young/adult life (46). For instance, NMDA 2B and NMDA 2D are expressed during embryonic development, whereas NMDA 2A and NMDA 2C gene expression starts after birth; NMDA 2A and NMDA 2B are highly expressed in the cortex and hippocampus and NMDA 2C in the cerebellum of adult rodents (47–52). Likewise, NMDA 3A and NMDA 3B genes have specific developmental patterns of expression (53).

Even the NMDA 1 subunit, which is a constitutive component of all NMDARs, presents a heterogenous distribution and a varying immunoreactivity potential when its seven isoforms are analyzed (54). For example, only immune cross-reactions against 6 out of the 10 epitopic hexapeptides present in all NMDA 1 isoforms (Table 2)—namely, AGGIVA, EEEEED, ELEARV, ELLEKE, SPGSPR, and SVARAA—should be able to produce a diffuse immunoreactivity in the brain.

Hence, T. gondii-induced immune cross-reactions might have different outcomes depending on the targeted NMDAR subunit and might target different subunits depending on the timing of exposure to the protozoan. Indeed, the timing of exposure to T. gondii is a crucial factor in generating different specific anti-NMDAR Abs and, consequently, different associated neurobehavioral disorders (38).

NMDA 2D Is the Main Potential Target of Anti-T. gondii Immune Response

NMDA 2D exemplifies the potential relationship between toxoplasmosis-induced immunoreactivity, the spatiotemporal expression profile of NMDAR subunits, and different potential outcomes. Indeed, NMDA 2D contains 496 hexapeptides in common with the protozoan (Table

1

), 58 of which are present in validated immunopositive epitopes (Table

1

). Therefore, NMDA 2D might be the main target of the immune cross-reactivity potentially associated with

T. gondii

infection. Studies in animals [(

48

–

52

) and more references therein] showed that NMDA 2D gene expression:

  • –

    is high in the midbrain, the diencephalon, and the spinal cord before birth;

  • –

    is abundant around birth in thalamic and hypothalamic nuclei and in the brainstem;

  • –

    reaches a peak around 1 week after birth; and

  • –

    subsequently declines and persists mainly in the hippocampal interneurons, most of which are somatostatin (SOM)- and parvalbumin (PV)-positive cells.

Translating data from animal models to the human brain, it is logical to presume that immune cross-reactions involving NMDA 2D in the fetus and the newborn can extensively occur throughout the brain, whereas secondary immune responses after early sensitivization might target hippocampal PV- and SOM-positive interneurons in the young/adult. Indeed, alterations in the hippocampal PV- and SOM-positive interneurons have been repeatedly related to the hippocampal hyperactivity that characterizes schizophrenia (55–57).

NMDARs vs T. gondii Epitopic Peptide Overlap and the NMDA Model of Schizophrenia

The vast epitopic peptide sharing between T. gondii and the seven NMDAR subunits (see Tables 2 and 3) suggests that anti-T. gondii immune responses cross-reacting with NMDARs might lead to NMDAR damage and dysfunction, targeting in particular interneurons expressing NMDA 2D. Crucially, this hypothesis, which links mechanistically toxoplasmosis and schizophrenia by way of peptide sharing with NMDARs, is consistent with the well-established NMDA dys/hypofunction model of schizophrenia (15–17). As mentioned in the Introduction, the NMDA model is based on the observation that NMDA antagonists, like PCP, Ketamine, and MK801, induce symptoms that resemble schizophrenia (2, 17), and it seems to be able to provide a good account of some aspects of the complex symptomatology of the disease, including cognitive symptoms (17). Remarkably, both of these two fundamental aspects of the NMDA model are related to the NMDA 2D subunit type. First, targeting NMDA 2D appears to be a major mechanism in the pharmacodynamics of MK801 (58), ketamine (59, 60), and PCP (61, 62). Second, 2D-containing NMDARs are typically expressed in GABAergic interneurons, where they largely contribute to excitatory post-synaptic potentials (49, 51, 63). Consequently, NMDAR dysfunction in these cells would translate into reduced GABAergic activity and consequent reduced inhibitory control of pyramidal cell activity (2, 64). The excitatory–inhibitory balance in cortical networks is crucial for generating high-frequency (gamma) oscillatory activity (65, 66), and it appears that the disruption of gamma-band oscillations (GBOs) might indeed underlie cognitive deficits in schizophrenia (67–70). On the one hand, GBOs are well known to be physiologically related to higher cognitive functions (71–74), on the other hand, they are typically altered in schizophrenic patients (75–77). Moreover, ketamine alters gamma oscillatory activity by targeting NMDA 2D (59). It appears then that NMDA 2D damage can be directly related to cognitive deficits in schizophrenia.

In summary, in the complex and articulated picture that connects PV interneurons, brain oscillation, and cognition [Ref. (78, 79) for review], a large body of evidence from pharmacological, genetic, electrophysiological, and clinical research converges on a critical role of NMDA 2D in cognition within the context of the NMDA model of schizophrenia. It is likely then that T. gondii-induced anti-NMDA 2D cross-reactivity might, among other different mechanisms triggered by both genetic and environmental factors, play a role in contributing to NMDA dysfunction and GABA hypofunction, thus resulting in cortical circuitry disequilibrium and, potentially, in disruption of brain oscillation and cognitive processes.

Conclusion

This work presents and examines the hypothesis that the relationship between T. gondii and schizophrenia might be explained by way of shared peptides (as molecular determinants) and immune cross-reactivity (as biological mechanism) between T. gondii proteins and the NMDAR subunits. The high and specific peptide commonality with the NMDARs shown by T. gondii, as compared to the control, supports the possibility that the infection might induce anti-NMDAR immune responses in the human host through cross-reactivity (Table 1) and more so in light of the epitopic nature of many of the shared peptides (Tables 2 and 3). Such a hypothesis is consistent, on the one hand, with previous studies describing the potential neuropsychiatric relevance of the vast peptide commonality existing between infectious agents and the human host (80–82) and, on the other hand, with the well-established NMDA dysfunction model of schizophrenia. Hence, a possible scenario unfolds, where the differential spatiotemporal patterns of expression of the NMDAR subunits might generate the diversity of neuropathological outcomes. In this regard, immune attacks on NMDA 2D, a main potential target of T. gondii-induced cross-reactions, may represent a mechanistic link between T. gondii infection and NMDAR dysfunction in neuropsychiatric disorders.

In summary, immune cross-reactions with NMDARs following T. gondii infection might be one of the factors contributing to the pathophysiology of schizophrenia and associated disorders, and NMDAR subunit composition could relate to the timing and the targets of the neuropathologic sequela of the exposure to T. gondii. The hypothesis presented here might help to address aspects of the complex and multifactorial etiopathogenesis of schizophrenia in future clinical and basic research.

Statements

Author contributions

GL designed the study, performed the analyses, and wrote the manuscript.

Funding

GL gratefully acknowledges support from the Deutscher Akademischer Austauschdienst (DAAD), the Deutsche Forschungsgemeinschaft (DFG), and the Freie Universität Berlin, Germany.

Conflict of interest

The author declares 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 http://journal.frontiersin.org/article/10.3389/fpsyt.2017.00037/full#supplementary-material.

References

  • 1

    OwenMJSawaAMortensenPB. Schizophrenia. Lancet (2016) 388:86–97.10.1016/S0140-6736(15)01121-6

  • 2

    LismanJECoyleJTGreenRWJavittDCBenesFMHeckersSet alCircuit-based framework for understanding neurotransmitter and risk gene interactions in schizophrenia. Trends Neurosci (2008) 31:234–42.10.1016/j.tins.2008.02.005

  • 3

    YolkenRHDickersonFBFuller TorreyE. Toxoplasma and schizophrenia. Parasite Immunol (2009) 31:706–15.10.1111/j.1365-3024.2009.01131.x

  • 4

    TomasikJSchultzTLKlugeWYolkenRHBahnSCarruthersVB. Shared immune and repair markers during experimental Toxoplasma chronic brain infection and schizophrenia. Schizophr Bull (2016) 42:386–95.10.1093/schbul/sbv134

  • 5

    DickersonFBoronowJStallingsCOrigoniAYolkenR. Toxoplasma gondii in individuals with schizophrenia: association with clinical and demographic factors and with mortality. Schizophr Bull (2007) 33:737–40.10.1093/schbul/sbm005

  • 6

    MortensenPNorgaard-PedersenBWaltoftBSorensenTHougaardDYolkenR. Early infections of Toxoplasma gondii and the later development of schizophrenia. Schizophr Bull (2007) 33:741–4.10.1093/schbul/sbm009

  • 7

    WangHLWangGHLiQYShuCJiangMSGuoY. Prevalence of Toxoplasma infection in first-episode schizophrenia and comparison between Toxoplasma-seropositive and Toxoplasma-seronegative schizophrenia. Acta Psychiatr Scand (2006) 114:40–8.10.1111/j.1600-0447.2006.00780.x

  • 8

    TorreyEFBartkoJJLunZRYolkenRH. Antibodies to Toxoplasma gondii in patients with schizophrenia: a meta-analysis. Schizophr Bull (2007) 33:729–36.10.1093/schbul/sbl050

  • 9

    HamidinejatHGhorbanpoorMHosseiniHAlaviSMNabaviLJalaliMHRet alToxoplasma gondii infection in first-episode and inpatient individuals with schizophrenia. Int J Infect Dis (2010) 14:e978–81.10.1016/j.ijid.2010.05.018

  • 10

    SutterlandALFondGKuinAKoeterMWLutterRvan GoolTet alBeyond the association. Toxoplasma gondii in schizophrenia, bipolar disorder, and addiction: systematic review and meta-analysis. Acta Psychiatr Scand (2015) 132:161–79.10.1111/acps.12423

  • 11

    TorreyEFBartkoJJYolkenRH. Toxoplasma gondii and other risk factors for schizophrenia: an update. Schizophr Bull (2012) 38:642–7.10.1093/schbul/sbs043

  • 12

    MonroeJMBuckleyPFMillerBJ. Meta-analysis of anti-Toxoplasma gondii IgM antibodies in acute psychosis. Schizophr Bull (2015) 41:989–98.10.1093/schbul/sbu159

  • 13

    BrownASSchaeferCAQuesenberryCPJrLiuLBabulasVPSusserES. Maternal exposure to toxoplasmosis and risk of schizophrenia in adult offspring. Am J Psychiatry (2005) 162:767–73.10.1176/appi.ajp.162.4.767

  • 14

    MortensenPBNørgaard-PedersenBWaltoftBLSørensenTLHougaardDTorreyEFet alToxoplasma gondii as a risk factor for schizophrenia: analysis of filter paper blood samples obtained at birth. Biol Psychiatry (2007) 61:688–93.10.1016/j.biopsych.2006.05.024

  • 15

    OlneyJWNewcomerJWFarberNB. NMDA receptor hypofunction model of schizophrenia. J Psychiatr Res (1999) 33:523–33.10.1016/S0022-3956(99)00029-1

  • 16

    JavittDC. Glutamate and schizophrenia: phencyclidine, N-methyl-d-aspartate receptors, and dopamine-glutamate interactions. Int Rev Neurobiol (2007) 78:69–108.10.1016/S0074-7742(06)78003-5

  • 17

    JavittDC. Glutamatergic theories of schizophrenia. Isr J Psychiatry Relat Sci (2010) 47:4–16.

  • 18

    JavittDC. Negative schizophrenic symptomatology and the PCP (phencyclidine) model of schizophrenia. Hillside J Clin Psychiatry (1987) 9:12–35.

  • 19

    JavittDCZukinSR. Recent advances in the phencyclidine model of schizophrenia. Am J Psychiatry (1991) 148:1301–8.10.1176/ajp.148.10.1301

  • 20

    KrystalJHKarperLPSeibylJPFreemanGKDelaneyRBremnerJDet alSubanesthetic effects of the noncompetitive NMDA antagonist, ketamine, in humans. Psychotomimetic, perceptual, cognitive, and neuroendocrine responses. Arch Gen Psychiatry (1994) 51:199–214.10.1001/archpsyc.1994.03950030035004

  • 21

    LahtiACHolcombHHMedoffDRTammingaCA. Ketamine activates psychosis and alters limbic blood flow in schizophrenia. Neuroreport (1995) 6:869–72.10.1097/00001756-199504190-00011

  • 22

    KantrowitzJTJavittDC. N-methyl-d-aspartate (NMDA) receptor dysfunction or dysregulation: The final common pathway on the road to schizophrenia?Brain Res Bull (2010) 83:108–21.10.1016/j.brainresbull.2010.04.006

  • 23

    CoyleJT. NMDA receptor and schizophrenia: a brief history. Schizophr Bull (2012) 38:920–6.10.1093/schbul/sbs076

  • 24

    HallJTrentSThomasKLO’DonovanMCOwenMJ. Genetic risk for schizophrenia: convergence on synaptic pathways involved in plasticity. Biol Psychiatry (2015) 77:52–8.10.1016/j.biopsych.2014.07.011

  • 25

    VeermanSRSchultePFde HaanL. The glutamate hypothesis: a pathogenic pathway from which pharmacological interventions have emerged. Pharmacopsychiatry (2014) 47:121–30.10.1055/s-0034-1383657

  • 26

    HowesOMcCutcheonRStoneJ. Glutamate and dopamine in schizophrenia: an update for the 21st century. J Psychopharmacol (2015) 29:97–115.10.1177/0269881114563634

  • 27

    SnyderMAGaoWJ. NMDA hypofunction as a convergence point for progression and symptoms of schizophrenia. Front Cell Neurosci (2013) 7:31.10.3389/fncel.2013.00031

  • 28

    HarrisLWSharpTGartlonJJonesDNHarrisonPJ. Long-term behavioural, molecular and morphological effects of neonatal NMDA receptor antagonism. Eur J Neurosci (2003) 18:1706–10.10.1046/j.1460-9568.2003.02902.x

  • 29

    FrohlichJVan HornJD. Reviewing the Ketamine Model for schizophrenia. J Psychopharmacol (2014) 28:287–302.10.1177/0269881113512909

  • 30

    OldstoneMB. Molecular mimicry and immune-mediated diseases. FASEB J (1998) 12:1255–65.

  • 31

    KohmAFullerKMillerS. Mimicking the way to autoimmunity: an evolving theory of sequence and structural homology. Trends Microbiol (2003) 11:101–5.10.1016/S0966-842X(03)00006-4

  • 32

    PearlmanDMNajjarS. Meta-analysis of the association between N-methyl-d-aspartate receptor antibodies and schizophrenia, schizoaffective disorder, bipolar disorder, and major depressive disorder. Schizophr Res (2014) 157:249–58.10.1016/j.schres.2014.05.001

  • 33

    TsutsuiKKanbayashiTTanakaKBokuSItoWTokunagaJet alAnti-NMDA-receptor antibody detected in encephalitis, schizophrenia, and narcolepsy with psychotic features. BMC Psychiatry (2012) 12:37.10.1186/1471-244X-12-37

  • 34

    ZandiMSIraniSRLangBWatersPJonesPBMcKennaPet alDisease-relevant autoantibodies in first episode schizophrenia. J Neurol (2011) 258:686–8.10.1007/s00415-010-5788-9

  • 35

    SteinerJWalterMGlanzWSarnyaiZBernsteinHGVielhaberSet alIncreased prevalence of diverse N-methyl-d-aspartate glutamate receptor antibodies in patients with an initial diagnosis of schizophrenia: specific relevance of IgG NR1a antibodies for distinction from N-methyl-d-aspartate glutamate receptor encephalitis. JAMA Psychiatry (2013) 70:271–8.10.1001/2013.jamapsychiatry.86

  • 36

    DickersonFStallingsCVaughanCOrigoniAKhushalaniSYolkenRH. Antibodies to the glutamate receptor in mania. Bipolar Disord (2012) 14:547–53.10.1111/j.1399-5618.2012.01028.x

  • 37

    DeakinJLennoxBRZandiMS. Antibodies to the N-methyl-d-aspartate receptor and other synaptic proteins in psychosis. Biol Psychiatry (2014) 75:284–91.10.1016/j.biopsych.2013.07.018

  • 38

    KannanGCrawfordJAYangCGressittKLIhenatuCKrasnovaINet alAnti-NMDA receptor autoantibodies and associated neurobehavioral pathology in mice are dependent on age of first exposure to Toxoplasma gondii. Neurobiol Dis (2016) 91:307–14.10.1016/j.nbd.2016.03.005

  • 39

    UniProt Consortium. The universal protein resource (UniProt) 2009. Nucleic Acids Res (2009) 37:D169–74.10.1093/nar/gkn664

  • 40

    ChenCLiZHuangHSuzekBEWuCHUniProt Consortium. A fast Peptide Match service for UniProt knowledgebase. Bioinformatics (2013) 29:2808–9.10.1093/bioinformatics/btt484

  • 41

    VitaRZarebskiLGreenbaumJAEmamiHHoofISalimiNet alThe immune epitope database 2.0. Nucleic Acids Res (2010) 38:D854–62.10.1093/nar/gkp1004

  • 42

    FrankA. Immunology and Evolution of Infectious Disease. Princeton, NJ: Princeton University Press (2002).

  • 43

    ZengWPagnonJJacksonDC. The C-terminal pentapeptide of LHRH is a dominant B cell epitope with antigenic and biological function. Mol Immunol (2007) 44:3724–31.10.1016/j.molimm.2007.04.004

  • 44

    KanducD. Pentapeptides as minimal functional units in cell biology and immunology. Curr Protein Pept Sci (2013) 14:111–20.10.2174/1389203711314020003

  • 45

    RalstonKS. Taking a bite: amoebic trogocytosis in Entamoeba histolytica and beyond. Curr Opin Microbiol (2015) 28:26–35.10.1016/j.mib.2015.07.009

  • 46

    PaolettiPBelloneCZhouQ. NMDA receptor subunit diversity: impact on receptor properties, synaptic plasticity and disease. Nat Rev Neurosci (2013) 14:383–400.10.1038/nrn3504

  • 47

    WatanabeMInoueYSakimuraKMishinaM. Developmental changes in distribution of NMDA receptor channel subunit mRNAs. Neuroreport (1992) 3:1138–40.10.1097/00001756-199212000-00027

  • 48

    MonyerHBurnashevNLaurieDJSakmannBSeeburgPH. Developmental and regional expression in the rat brain and functional properties of four NMDA receptors. Neuron (1994) 12:529–40.10.1016/0896-6273(94)90210-0

  • 49

    StandaertDGLandwehrmeyerGBKernerJAPenneyJBJrYoungAB. Expression of NMDAR2D glutamate receptor subunit mRNA in neurochemically identified interneurons in the rat neostriatum, neocortex and hippocampus. Brain Res Mol Brain Res (1996) 42:89–102.10.1016/S0169-328X(96)00117-9

  • 50

    ThompsonCLDreweryDLAtkinsHDStephensonFAChazotPL. Immunohistochemical localization of N-methyl-d-aspartate receptor subunits in the adult murine hippocampal formation: evidence for a unique role of the NR2D subunit. Brain Res Mol Brain Res (2002) 102:55–61.10.1016/S0169-328X(02)00183-3

  • 51

    von EngelhardtJBocklischCTöngesLHerbAMishinaMMonyerH. GluN2D-containing NMDA receptors-mediate synaptic currents in hippocampal interneurons and pyramidal cells in juvenile mice. Front Cell Neurosci (2015) 9:95.10.3389/fncel.2015.00095

  • 52

    EwaldRCClineHT. NMDA receptors and brain development. In: Van DongenAM, editor. Biology of the NMDA Receptor. Boca Raton, FL: CRC Press/Taylor & Francis (2009). p. 1–15.

  • 53

    KehoeLABernardinelliYMullerD. GluN3A: an NMDA receptor subunit with exquisite properties and functions. Neural Plast (2013) 2013:145387.10.1155/2013/145387

  • 54

    LaurieDJSeeburgPH. Regional and developmental heterogeneity in splicing of the rat brain NMDAR1 mRNA. J Neurosci (1994) 14:3180–94.

  • 55

    HeckersSKonradiC. GABAergic mechanisms of hippocampal hyperactivity in schizophrenia. Schizophr Res (2015) 167:4–11.10.1016/j.schres.2014.09.041

  • 56

    WangAYLohmannKMYangCKZimmermanEIPantazopoulosHHerringNet alBipolar disorder type 1 and schizophrenia are accompanied by decreased density of parvalbumin- and somatostatin-positive interneurons in the parahippocampal region. Acta Neuropathol (2011) 122:615–26.10.1007/s00401-011-0881-4

  • 57

    KonradiCYangCKZimmermanEILohmannKMGreschPPantazopoulosHet alHippocampal interneurons are abnormal in schizophrenia. Schizophr Res (2011) 131:165–73.10.1016/j.schres.2011.06.007

  • 58

    SuryavanshiPSUgaleRRYilmazer-HankeDStairsDJDravidSM. GluN2C/GluN2D subunit-selective NMDA receptor potentiator CIQ reverses MK-801-induced impairment in prepulse inhibition and working memory in Y-maze test in mice. Br J Pharmacol (2014) 171:799–809.10.1111/bph.12518

  • 59

    SapkotaKMaoZSynowickiPLieberDLiuMIkezuTet alGluN2D N-methyl-d-aspartate receptor subunit contribution to the stimulation of brain activity and gamma oscillations by ketamine: implications for schizophrenia. J Pharmacol Exp Ther (2016) 356:702–11.10.1124/jpet.115.230391

  • 60

    YamamotoTNakayamaTYamaguchiJMatsuzawaMMishinaMIkedaKet alRole of the NMDA receptor GluN2D subunit in the expression of ketamine-induced behavioral sensitization and region-specific activation of neuronal nitric oxide synthase. Neurosci Lett (2016) 610:48–53.10.1016/j.neulet.2015.10.049

  • 61

    YamamotoHKamegayaESawadaWHasegawaRYamamotoYHaginoYet alInvolvement of the N-methyl-d-aspartate receptor GluN2D subunit in phencyclidine-induced motor impairment, gene expression, and increased Fos immunoreactivity. Mol Brain (2013) 6:56.10.1186/1756-6606-6-56

  • 62

    HaginoYKasaiSHanWYamamotoHNabeshimaTMishinaMet alEssential role of NMDA receptor channel ε4 subunit (GluN2D) in the effects of phencyclidine, but not methamphetamine. PLoS One (2010) 5:e13722.10.1371/journal.pone.0013722

  • 63

    JonesRSBuhlEH. Basket-like interneurones in layer II of the entorhinal cortex exhibit a powerful NMDA-mediated synaptic excitation. Neurosci Lett (1993) 149:35–9.10.1016/0304-3940(93)90341-H

  • 64

    CohenSMTsienRWGoffDCHalassaMH. The impact of NMDA receptor hypofunction on GABAergic neurons in the pathophysiology of schizophrenia. Schizophr Res (2015) 167:8–107.10.1016/j.schres.2014.12.026

  • 65

    WangXJ. Neurophysiological and computational principles of cortical rhythms in cognition. Physiol Rev (2010) 90:1195–268.10.1152/physrev.00035.2008

  • 66

    BuzsákiGWangXJ. Mechanisms of gamma oscillations. Annu Rev Neurosci (2012) 35:203–25.10.1146/annurev-neuro-062111-150444

  • 67

    JadiMPBehrensMMSejnowskiTJ. Abnormal gamma oscillations in N-methyl-d-aspartate receptor hypofunction models of schizophrenia. Biol Psychiatry (2016) 79:716–26.10.1016/j.biopsych.2015.07.005

  • 68

    Gonzalez-BurgosGLewisDA. NMDA receptor hypofunction, parvalbumin-positive neurons, and cortical gamma oscillations in schizophrenia. Schizophr Bull (2012) 38:950–7.10.1093/schbul/sbs010

  • 69

    McNallyJMMcCarleyRW. Gamma band oscillations: a key to understanding schizophrenia symptoms and neural circuit abnormalities. Curr Opin Psychiatry (2016) 29:202–10.10.1097/YCO.0000000000000244

  • 70

    FordJMKrystalJHMathalonDH. Neural synchrony in schizophrenia: from networks to new treatments. Schizophr Bull (2007) 33:848–52.10.1093/schbul/sbm062

  • 71

    WardLM. Synchronous neural oscillations and cognitive processes. Trends Cogn Sci (2003) 7:553–9.10.1016/j.tics.2003.10.012

  • 72

    FriesP. Neuronal gamma-band synchronisation as a fundamental process in cortical computation. Annu Rev Neurosci (2009) 32:209–24.10.1146/annurev.neuro.051508.135603

  • 73

    PulvermüllerFBirbaumerNLutzenbergerWMohrB. High-frequency brain activity: its possible role in attention, perception and language processing. Prog Neurobiol (1997) 52:427–45.10.1016/S0301-0082(97)00023-3

  • 74

    GaragnaniMLuccheseGTomaselloRWennekersTPulvermüllerF. A spiking neurocomputational model of high-frequency oscillatory brain responses to words and pseudowords. Front Comput Neurosci (2017) 10:145.10.3389/fncom.2016.00145

  • 75

    GandalMJEdgarJCKlookKSiegelSJ. Gamma synchrony: towards a translational biomarker for the treatment resistant symptoms of schizophrenia. Neuropharmacology (2012) 62:1504–18.10.1016/j.neuropharm.2011.02.007

  • 76

    UhlhaasPJSingerW. Abnormal neural oscillations and synchrony in schizophrenia. Nat Rev Neurosci (2010) 11:100–13.10.1038/nrn2774

  • 77

    HiranoYOribeNKanbaSOnitsukaTNestorPGSpencerKM. Spontaneous gamma activity in schizophrenia. JAMA Psychiatry (2015) 72(8):813–21.10.1001/jamapsychiatry.2014.2642

  • 78

    CastelnovoAFerrarelliFD’AgostinoA. Schizophrenia: from neurophysiological abnormalities to clinical symptoms. Front Psychol (2015) 6:478.10.3389/fpsyg.2015.00478

  • 79

    LewisDACurleyAAGlausierJRVolkDW. Cortical parvalbumin interneurons and cognitive dysfunction in schizophrenia. Trends Neurosci (2012) 35(1):57–67.10.1016/j.tins.2011.10.004

  • 80

    LuccheseG. Confronting JC virus and Homo sapiens biological signatures. Front Biosci (2013) 18:716–24.10.2741/4133

  • 81

    LuccheseGCaponeGKanducD. Peptide sharing between influenza A H1N1 hemagglutinin and human axon guidance proteins. Schizophr Bull (2014) 40:362–75.10.1093/schbul/sbs197

  • 82

    LuccheseG. Understanding neuropsychiatric diseases, analysing the peptide sharing between infectious agents and the language-associated NMDA 2A protein. Front Psychiatry (2016) 7:60.10.3389/fpsyt.2016.00060

Summary

Keywords

Toxoplasma gondii, N-methyl-d-aspartate receptors, NMDA 2D, peptide commonality, immune cross-reactivity, schizophrenia, parvalbumin-positive interneurons, gamma oscillations

Citation

Lucchese G (2017) 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 8:37. doi: 10.3389/fpsyt.2017.00037

Received

03 August 2016

Accepted

27 February 2017

Published

15 March 2017

Volume

8 - 2017

Edited by

Stefan Borgwardt, University of Basel, Switzerland

Reviewed by

Bernhard J. Mitterauer, Volitronics-Institute for Basic Research Psychopathology and Brain Philosophy, Austria; Armando D’Agostino, University of Milan, Italy

Updates

Copyright

*Correspondence: Guglielmo Lucchese,

Specialty section: This article was submitted to Schizophrenia, 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.

Outline

Cite article

Copy to clipboard


Export citation file


Share article

Article metrics