Abstract
Accumulating evidence suggests that TNF-α-mediated immune-neurotoxicity contributes to cognitive impairments and the overall severity of schizophrenia (OSOS). There are no data whether peripheral IL-6 and IL-4 may affect the phenome of schizophrenia above and beyond the effects of TNF-α and whether those cytokines are regulated by lowered natural IgM to malondialdehyde (MDA) and paraoxonase 1 enzyme activity. We assessed the aforementioned biomarkers in a cross-sectional study that enrolled schizophrenia patients with (n = 40) and without (n = 40) deficit schizophrenia and 40 healthy controls. Deficit schizophrenia was best predicted by a combination of increased IL-6 and PON1 status (QQ genotype and lowered CMPAase activity) and lowered IgM to MDA. Partial least squares bootstrapping shows that 41.0% of the variance in negative symptoms, psychosis, hostility, excitation, mannerism, psychomotor retardation, and formal thought disorders was explained by increased TNF-α and PON1 status (QQ genotype and lowered CMPAase activity), which lowered IL-4 and IgM to MDA as well as male sex and lowered education. We found that 47.9% of the variance in verbal fluency, word list memory, true recall, Mini-Mental State Examination, and executive functions was predicted by increased TNF-α and lowered IL-4, IgM to MDA, and education. In addition, both TNF-α and IL-4 levels were significantly associated with lowered IgM to MDA, while TNF-α was correlated with PON1 status. These data provide evidence that the symptomatic (both the deficit subtype and OSOS) and cognitive impairments in schizophrenia are to a large extent mediated by the effects of immune-mediated neurotoxicity as well as lowered regulation by the innate immune system.
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18 January 2022
A Correction to this paper has been published: https://doi.org/10.1007/s12035-021-02692-4
Abbreviations
- IL-6:
-
Interleukin-6
- Th:
-
T helper
- IDO:
-
Indoleamine-2,3-dioxygenase
- TRYCATs:
-
Tryptophan catabolites
- OSOS:
-
Overall severity of schizophrenia
- PHEM:
-
Psychosis, hostility, excitation and mannerism
- TNF:
-
Tumor necrosis factor
- IFN:
-
Interferon
- IRS:
-
Immune-inflammatory response system
- CIRS:
-
Compensatory immune-regulatory system
- sTNFR:
-
Soluble TNF receptor
- sIL-1RA:
-
Soluble IL-1R antagonist
- OSE:
-
Oxidative-specific epitope
- PON:
-
Paraoxonase
- MDA:
-
Malondialdehyde
- SDS:
-
Schedule for the Deficit Schizophrenia
- SANS:
-
Scale for the Assessment of Negative Symptoms
- PANNS:
-
Positive and Negative Syndrome Scale
- BPRS:
-
Brief Psychiatric Rating Scale
- HDRS:
-
Hamilton Depression Rating Scale
- FTD:
-
Formal thought disorders
- PMR:
-
Psychomotor retardation
- CERAD:
-
Consortium to Establish a Registry for Alzheimer’s Disease
- CANTAB:
-
Cambridge Neuropsychological Test Automated Battery
- MMSE:
-
Mini-Mental State Examination
- VFT:
-
Verbal fluency test
- WLM:
-
Word list memory
- TUD:
-
Tobacco use disorder
- BMI:
-
Body mass index
- CMPA:
-
4-(Chloromethyl)phenyl acetate
- AREase:
-
Aryl-esterase
- FDR:
-
False discovery rate
- PLS:
-
Partial least squares
- LV:
-
Latent vector
- ESF:
-
Electronic supplementary file
References
Smith RS, Maes M (1995) The macrophage-T-lymphocyte theory of schizophrenia: additional evidence. Med Hypotheses 45(2):135–141
Anderson G, Maes M (2013) Schizophrenia: linking prenatal infection to cytokines, the tryptophan catabolite (TRYCAT) pathway, NMDA receptor hypofunction, neurodevelopment and neuroprogression. Prog Neuro-Psychopharmacol Biol Psychiatry 42:5–19
Roomruangwong C, Noto C, Kanchanatawan B, Anderson G, Kubera M, Carvalho AF, Maes M (2019) The role of aberrations in the immune-inflammatory reflex system (IRS) and the compensatory immune-regulatory reflex system (CIRS) in different phenotypes of schizophrenia: the IRS-CIRS theory of schizophrenia. Mol Neurobiol:1–20. https://doi.org/10.1007/s12035-019-01737-z
Kanchanatawan B, Hemrungrojn S, Thika S, Sirivichayakul S, Ruxrungtham K, Carvalho AF, Geffard M, Anderson G et al (2018) Changes in tryptophan catabolite (TRYCAT) pathway patterning are associated with mild impairments in declarative memory in schizophrenia and deficits in semantic and episodic memory coupled with increased false-memory creation in deficit schizophrenia. Mol Neurobiol 55(6):5184–5201
Davis J, Eyre H, Jacka FN, Dodd S, Dean O, McEwen S, Debnath M, McGrath J et al (2016) A review of vulnerability and risks for schizophrenia: beyond the two hit hypothesis. Neurosci Biobehav Rev 65:185–194
Davis J, Moylan S, Harvey BH, Maes M, Berk M (2014) Neuroprogression in schizophrenia: pathways underpinning clinical staging and therapeutic corollaries. Aust NZJ Psychiatry 48:512–529
Sirivichayakul S, Kanchanatawan B, Thika S, Carvalho AF, Maes M (2019) Eotaxin, an endogenous cognitive deteriorating chemokine (ECDC), is a major contributor to cognitive decline in normal people and to executive, memory, and sustained attention deficits, formal thought disorders, and psychopathology in schizophrenia patients. Neurotox Res 35(1):122–138
Sirivichayakul S, Kanchanatawan B, Thika S, Carvalho AF, Maes M (2019) A new schizophrenia model: immune activation is associated with induction of different neurotoxic products which together determine memory impairments and schizophrenia symptom dimensions. CNS Neurol Disord Drug Targets 18(2):124–140
Maes M, Kanchanatawan B, Sirivichayakul S, Carvalho AF (2019) In schizophrenia, increased plasma IgM/IgA responses to gut commensal bacteria are associated with negative symptoms, neurocognitive impairments, and the deficit phenotype. Neurotox Res 35(3):684–698
Maes M, Sirivichayakul S, Kanchanatawan B, Carvalho AF (2019) In schizophrenia, psychomotor retardation, with executive and memory impairments, negative and psychotic symptoms, neurotoxic immune products and lower natural IgM to malondialdehyde. Preprints. https://doi.org/10.20944/preprints201901.0108.v1
Maes M, Berk M, Goehler L, Song C, Anderson G, Gałecki P, Leonard B (2012) Depression and sickness behavior are Janus-faced responses to shared inflammatory pathways. BMC Med 10:66. https://doi.org/10.1186/1741-7015-10-66
Maes M, Carvalho AF (2018) The compensatory immune-regulatory reflex system (CIRS) in depression and bipolar disorder. Mol Neurobiol 55(12):8885–8903
Noto MN, Maes M, Nunes SOV, Ota VK, Rossaneis AC, Verri WA Jr, Cordeiro Q, Belangero SI et al (2019) Activation of the immune-inflammatory response system and the compensatory immune-regulatory system in antipsychotic naive first-episode psychosis. Eur Neuropsychopharmacol 29(3):416–431
Maes M, Kanchanatawan B, Sirivichayakul S, Carvalho AF (2019) In schizophrenia, deficits in natural IgM Isotype antibodies including those directed to malondialdehyde and azelaic acid strongly predict negative symptoms, neurocognitive impairments, and the deficit syndrome. Mol Neurobiol 56(7):5122–5135
Kanchanatawan B, Sirivichayakul S, Ruxrungtham K, Carvalho AF, Geffard M, Anderson G, Maes M (2018) Deficit schizophrenia is characterized by defects in IgM-mediated responses to tryptophan catabolites (TRYCATs): a paradigm shift towards defects in natural self-regulatory immune responses coupled with mucosa-derived TRYCAT pathway activation. Mol Neurobiol 55(3):2214–2226
Matsumoto AK, Maes M, Maes A, Michelin AP, de Oliveira SL, de Lima Pedrão JV, Moreira E, Kanchanatawan B et al (2019) In Schizophrenia, PON1 Q192R genotypes and/or lowered paraoxonase 1 (PON1) enzymatic activity are significantly associated with the deficit syndrome, negative symptoms, formal thought disorders, psychomotor retardation, excitation and increased IgA levels to gram-negative microbiota. Preprints:2019090095. https://doi.org/10.20944/preprints201909.0095.v1
Morris G, Puri BK, Olive L, Carvalho AF, Berk M, Maes M (2019) Emerging role of innate B1 cells in the pathophysiology of autoimmune and neuroimmune diseases: association with inflammation, oxidative and nitrosative stress and autoimmune responses. Pharmacol Res 148:104408
Binder CJ (2012) Naturally occurring IgM antibodies to oxidation-specific epitopes. Adv Exp Med Biol 750:2–13
Weismann D, Binder CJ (1818) The innate immune response to products of phospholipid peroxidation. Biochim Biophys Acta 2012:2465–2475
Díaz-Zaragoza M, Hernández-Ávila R, Viedma-Rodríguez R, Arenas-Aranda D, Ostoa-Saloma P (2015) Natural and adaptive IgM antibodies in the recognition of tumor-associated antigens of breast cancer (review). Oncol Rep 34:1106–1114
Thiagarajan D, Frostegård AG, Singh S, Rahman M, Liu A, Vikström M, Leander K, Gigante B et al (2016) Human IgM antibodies to malondialdehyde conjugated with albumin are negatively associated with cardiovascular disease among 60-year-olds. J Am Heart Assoc 20:5(12)
McMahon M, Skaggs B (2016) Autoimmunity: do IgM antibodies protect against atherosclerosis in SLE? Nat Rev Rheumatol 12:442–444
Moreira EG, Boll KM, Correia DG, Soares JF, Rigobello C, Maes M (2019) Why should psychiatrists and neuroscientists worry about paraoxonase 1? Curr Neuropharmacol 17(11):1004–1020
Brinholi FF, Noto C, Maes M, Bonifácio KL, Brietzke E, Ota VK, Gadelha A, Cordeiro Q et al (2015) Lowered paraoxonase 1 (PON1) activity is associated with increased cytokine levels in drug naïve first-episode psychosis. Schizophr Res 166(1–3):225–230
Kirkpatrick B, Buchanan RW, McKenney PD, Alphs LD, Carpenter WT (1989) The schedule for the deficit syndrome: an instrument for research in schizophrenia. Psychiatry Res 30:119–123
Kittirathanapaiboon P, Khamwongpin M (2005) The validity of the mini international neuropsychiatric interview (M.I.N.I.) Thai version. J Mental Health Thailand 13(3):125–135
Andreasen NC (1989) The scale for the assessment of negative symptoms (SANS): conceptual and theoretical foundations. Brit J Psychiatry (Suppl 7):49–58
Kay SR, Fiszbein A, Opler LA (1987) The positive and negative syndrome scale (PANSS) for schizophrenia. Schizophr Bull 13:261–276
Overall JE, Gorham DR (1962) The brief psychiatric rating scale. Psychol Rep 10:799–812
Hamilton M (1960) A rating scale for depression. J Neurol Neurosurg Psychiatry 23:56–62
Al-Hakeim HK, Al-Mulla AF, Maes M (2019) The neuro-immune fingerprint of major neuro-cognitive psychosis or deficit schizophrenia: a supervised machine learning study. Preprint. Neurotox Res. https://doi.org/10.20944/preprints201905.0285.v1 in press
CERAD. CERAD – an overview: the consortium to establish a registry for Alzheimer’s disease. 1986. https://sites.duke.edu/centerforaging/cerad/. As accessed 11-11-2019
CANTAB. The most sensitive and validated cognitive research software available. www.cambridgecognition.com/cantab. As accessed 11-11-2019
Boullerne A, Petry KG, Geffard M (1996) Circulating antibodies directed against conjugated fatty acids in sera of patients with multiple sclerosis. J Neuroimmunol 65(1):75–81
Amara A, Constans J, Chaugier C, Sebban A, Dubourg L, Peuchant E, Pellegrin JL, Leng B et al (1995) Autoantibodies to malondialdehyde-modified epitope in connective tissue diseases and vasculitides. Clin Exp Immunol 101(2):233–238
Richter RJ, Jarvik GP, Furlong CE (2008) Determination of paraoxonase 1 status without the use of toxic organophosphate substrates. Circ Cardiovasc Genet 1(2):147–152
Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J Royal Statistics Society Series b (Methodological) 57:289–300
Ringle CM, da Silva D, Bido D (2014) Structural equation modeling with the SmartPLS. Braz J Marketing 13:n. 2
Al-Hakeim HK, Almulla AF, Al-Dujaili AH, Maes M (2019) Construction of a neuro-immune-cognitive pathway-phenotype underpinning the phenome of deficit schizophrenia. Preprints:2019100239. https://doi.org/10.20944/preprints201910.0239.v1
Gelbard HA, Dzenko KA, DiLoreto D, del Cerro C, del Cerro M, Epstein LG (1993) Neurotoxic effects of tumor necrosis factor-alpha in primary human neuronal cultures are mediated by activation of the glutamate AMPA receptor subtype: Implications for AIDS neuropathogenesis. Dev Neurosci 15(6):417–422
Takeuchi H, Jin S, Wang J, Zhang G, Kawanokuchi J, Kuno R, Sonobe Y, Mizuno T et al (2006) Tumor necrosis factor-alpha induces neurotoxicity via glutamate release from hemichannels of activated microglia in an autocrine manner. J Biol Chem 281(30):21362–21368
Olmos G, Lladó J (2014) Tumor necrosis factor-alpha: a link between neuroinflammation and excitotoxicity. Mediat Inflamm 2014:861231
Maes M, Anderson G, Kubera M, Berk M (2014) Targeting classical IL-6 signaling or IL-6 trans-signaling in depression? Expert Opin Ther Targets 18(5):495–512
Rothaug M, Becker-Pauly C, Rose-John S (2016) The role of interleukin-6 signaling in nervous tissue. Biochim Biophys Acta 1863(6 Pt A):1218–1227
Borovcanin M, Jovanovic I, Radosavljevic G, Djukic Dejanovic S, Bankovic D, Arsenijevic N, Lukic ML (2012) Elevated serum level of type-2 cytokine and low IL-17 in first episode psychosis and schizophrenia in relapse. J Psychiatr Res 46(11):1421–1426
Mori S, Maher P, Conti B (2016) Neuroimmunology of the interleukins 13 and 4. Brain Sci 13:6(2)
Gadani SP, Cronk JC, Norris GT, Kipnis J (2012) IL-4 in the brain: a cytokine to remember. J Immunol 189(9):4213–4219
Maes M, Sirivichayakul S, Kanchanatawan B, Vodjani A (2019;in press) Breakdown of the paracellular tight and adherens junctions in the gut and blood-brain barrier and damage to the vascular barrier in patients with deficit schizophrenia. Neurotox Res. https://doi.org/10.1007/s12640-019-00054-6
Orellana G, Alvarado L, Muñoz-Neira C, Ávila R, Méndez MF, Slachevsky A (2013) Psychosis-related matricide associated with a lesion of the ventromedial prefrontal cortex. J Am Acad Psychiatry Law 41(3):401–406
Orellana G, Slachevsky A (2013) Executive functioning in schizophrenia. Front Psychiatry 4:1–15
Funding
The study was supported by the Asahi Glass Foundation, Chulalongkorn University Centenary Academic Development Project and Ratchadapiseksompotch Funds, Faculty of Medicine, Chulalongkorn University, grant numbers RA60/042 (to BK) and RA61/050 (to MM). EGM is a senior fellow, Fundação Araucária (059/2019), Paraná, Brazil.
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All the contributing authors have participated in the manuscript. All authors contributed to interpretation of the data and writing of the manuscript. All authors approved the final version of the manuscript.
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All participants, as well as the guardians of patients (parents or other close family members), provided written informed consent to take part in the study. Approval for the study was obtained from the Institutional Review Board of the Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand (No 298/57), which is in compliance with the International Guideline for Human Research protection as required by the Declaration of Helsinki, The Belmont Report, CIOMS Guideline and International Conference on Harmonization on Good Clinical Practice (ICH-GCP).
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Maes, M., Sirivichayakul, S., Matsumoto, A.K. et al. Increased Levels of Plasma Tumor Necrosis Factor-α Mediate Schizophrenia Symptom Dimensions and Neurocognitive Impairments and Are Inversely Associated with Natural IgM Directed to Malondialdehyde and Paraoxonase 1 Activity. Mol Neurobiol 57, 2333–2345 (2020). https://doi.org/10.1007/s12035-020-01882-w
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DOI: https://doi.org/10.1007/s12035-020-01882-w