Abstract
Schizophrenia (SZ) is a biochemically complex disorder characterized by widespread defects in multiple metabolic pathways whose dynamic interactions, until recently, have been difficult to examine. Rather, evidence for these alterations has been collected piecemeal, limiting the potential to inform our understanding of the interactions amongst relevant biochemical pathways. We herein review perturbations in purine and neurotransmitter metabolism observed in early SZ using a metabolomic approach. Purine catabolism is an underappreciated, but important component of the homeostatic response of mitochondria to oxidant stress. We have observed a homeostatic imbalance of purine catabolism in first-episode neuroleptic-naïve patients with SZ (FENNS). Precursor and product relationships within purine pathways are tightly correlated. Although some of these correlations persist across disease or medication status, others appear to be lost among FENNS suggesting that steady formation of the antioxidant uric acid (UA) via purine catabolism is altered early in the course of illness. As is the case for within-pathway correlations, there are also significant cross-pathway correlations between respective purine and tryptophan (TRP) pathway metabolites. By contrast, purine metabolites show significant cross-pathway correlation only with tyrosine, and not with its metabolites. Furthermore, several purine metabolites (UA, guanosine, or xanthine) are each significantly correlated with 5-hydroxyindoleacetic acid (5-HIAA) in healthy controls, but not in FENNS at baseline or 4-week after antipsychotic treatment. Taken together, the above findings suggest that purine catabolism strongly associates with the TRP pathways leading to serotonin (5-hydroxytryptamine, 5-HT) and kynurenine metabolites. The lack of a significant correlation between purine metabolites and 5-HIAA, suggests alterations in key 5-HT pathways that may both be modified by and contribute to oxidative stress via purine catabolism in FENNS.
INTRODUCTION
Schizophrenia (SZ) is a common and highly disabling mental disorder without a clearly identified pathophysiology. A number of putative mechanisms have been proposed to explain the etiopathogenesis and illness presentation of SZ including abnormal neuronal development, impaired neurotransmission, viral infections in utero, autoimmune dysfunction, and many others. Extensive, albeit fragmentary, findings from neurochemical and neuroendocrine studies of SZ () have not provided conclusive evidence for any specific etiologic theory of SZ, perhaps due to etiopathogenetic heterogeneity (). However, there exists a point of convergence for many of these theoretical models, one that occurs at the level of the neuronal membrane, which is the site of neurotransmitter receptors, ion channels, signal transduction, and drug effects. Membrane deficits, specifically free radical-mediated, can significantly alter a broad range of membrane functions. There is abundant evidence that alterations in key neurotransmitters can both be modified by and contribute to oxidative stress and membrane dysfunction (Figure 1), suggesting a link among oxidative stress, membrane dysfunction, and multi-neurotransmitter pathologies in SZ ().
FIGURE 1
METABOLOMIC INVESTIGATION
Schizophrenia is a heterogeneous disease with various abnormal metabolites involving multiple biochemical pathways. Therefore, to identify candidate pathological process(es) that account for the constellation of clinical and biological features in SZ, it is necessary to simultaneously evaluate multiple metabolites in a network of interacting biochemical pathways. The development of high-resolution multidimensional separation techniques such as high-pressure liquid chromatography coupled with a 16-channel coulometric multi-electrode array system (HPLC–CMEAS), can lead to revolutionary changes in our understanding at the molecular level (
ANTIOXIDANT DEFENSE SYSTEM
GLUTATHIONE REDOX COUPLING AND NITRIC OXIDE SIGNALING
Free radicals are unstable atoms or molecules with odd (unpaired) electron(s) that can start a toxic chain reaction on important cellular components such as DNA, or the cell membrane. Biological systems have evolved complex protective strategies against free radical toxicity. Under physiological conditions the potential for free radical-mediated damage is kept in check by the antioxidant defense system (AODS), comprising a series of enzymatic and non-enzymatic components. These enzymes act cooperatively at different sites in the free radical pathways. A dynamic state is kept in check during the redox coupling under normal conditions (
There are multiple pathways to the production of excess free radical generation and subsequent oxidative stress. One such pathway is the formation of peroxynitrite by a reaction of nitric oxide (NO) and superoxide radical. In human brain, NO is metabolized primarily in the form of nitrate. A significantly increased level of NO was found in brains with SZ than those of normal and non-schizophrenic psychiatric controls (
PURINE CATABOLISM
In addition to GSH redox coupling mechanism and NO signaling, purine catabolism (Figure 2) may be a previously unappreciated component of the homeostatic response of mitochondria to oxidant stress and may play a critical role in slowing progressive mitochondrial dysfunction in certain disease states (
FIGURE 2

Altered purine catabolism in first-episode neuroleptic-naïve patients with schizophrenia. Red arrows indicate shifts toward an increase of xanthosine and a decrease of uric acid productions in FENNS patients at baseline. Reactions shown with dotted lines represent the “salvage pathways,” which purine bases can be reutilized resulting in considerably energy saving for the cell. ADP, adenosine diphosphate; AMP, adenosine monophosphate; ATP, adenosine triphosphate; DA, deaminase; GMP, guanosine monophosphate; GTP, guanosine triphosphate; HGPRT, hypoxanthine-guanine phosphoribosyltransferase; HL, hydrolase; IMP, inosine monophosphate; NP, nucleoside phosphorylase; PRPP, 5-phosphoribosyl pyrophosphate; SAH, S-adenosylhomocysteine; SAM, S-adenosylmethionine; XMP, xanthosine monophosphate; XO, xanthine oxidase. Reprinted by permission from
An early study by
During the de novo synthesis of purine nucleotides, many reactions require a great deal of energy utilizing the hydrolysis of adenosine triphosphate (ATP). To provide “energy saving” for the cell, the purine bases can be reutilized via “salvage pathways” (
DUAL ROLES OF URIC ACID IN AODS
Contrary to the traditional understanding as a metabolically inert and waste compound without any physiological significance, UA is a natural antioxidant contributing to approximately 60% of the free radical scavenging activity in human blood (
Uric acid is a selective antioxidant (Figure 3) that removes superoxide by preventing the degradation of superoxide dismutase and subsequently inhibits its reaction with NO to form peroxynitrite (
FIGURE 3

Dual role of uric acid in the antioxidant defense system. Uric acid can neutralize peroxynitrite and hydroxyl radicals to inhibit protein nitration and lipid peroxidation, respectively. At increased levels, however, uric acid may be considered as a marker of oxidative stress due to accumulation of reactive oxygen species. CAT, catalase; GSH, glutathione; ERK1/2, extracellular signal-regulated kinases½, LOO•, lipid peroxyl radical; LVCa, L-type voltage-gated calcium channel; NO, nitric oxide; , nitrogen dioxide radical; , nitrite; , superoxide anion; ONOO-, peroxynitrite; OH•, hydroxyl radical; SOD, superoxide dismutase; Xan, xanthine; XO, xanthine oxidase. Reprinted by permission from
On the other hand, at increased levels, UA is considered as a marker of oxidative stress (
In addition, an altered purine catabolism has also been demonstrated in subjects with cocaine addition (
HOMEOSTATIC IMBALANCE OF PURINE CATABOLISM
Using a targeted electrochemistry based metabolomics (HPLC–CMEAS) platform, we compared metabolic signatures consisting of six plasma purine metabolites simultaneously between FENNS (n = 25) and healthy controls (HC, n = 30). We also compared these metabolites between FENNS at baseline (FENNS-BL) and 4 weeks (FENNS-4w) after antipsychotic treatment (
Table 1
| Ratios | HC | FENNS-BL | FENNS-4w | p | ||
|---|---|---|---|---|---|---|
| HC vs BL* | HC vs 4w* | BL vs 4w† | ||||
| G/Gr | 0.89 ± 0.61§ | 0.37 ± 0.30 | 0.48 ± 0.72 | 0.0004¶ | 0.0009 | 0.8949 |
| Xan/G | 46.33 ± 85.46 | 81.92 ± 98.86 | 66.68 ± 50.91 | 0.0211 | 0.0015 | 0.7112 |
| UA/Gr | 7371 ± 4325 | 4152 ± 2193 | 7047 ± 5556 | 0.0015 | 0.4967 | 0.0025 |
| UA/G | 11998 ± 11525 | 16529 ± 14751 | 23771 ± 14948 | 0.0614 | <0.0001 | 0.0236 |
| UA/Xant | 5073 ± 4845 | 1298 ± 972 | 2184 ± 4310 | 0.0021 | 0.0067 | 0.5782 |
| Xant/G | 10.48 ± 15.58 | 42.02 ± 75.08 | 31.35 ± 27.93 | 0.0009 | 0.0001 | 0.2752 |
Comparisons of ratios of product to precursor in purine pathway.
Wilcoxon rank sum test.
Wilcoxon signed rank sum test.
Data obtained from
Significance with p < 0.0033 after the Bonferroni correction.
G, guanine; Gr, guanosine; Xan, xanthine; UA, uric acid; Xant, xanthosine.
In addition, within the purines’ pathway, all three groups had significant correlations between G and UA, and Xan and Hx. By contrast, correlations of UA with each of Xan and Hx, and correlation of Xan with Gr were all quite significant for the HC group but not for the FENNS group before or after treatment. Thus, there are tightly correlated precursor and product relationships within purine pathways; although some of these correlations persist across disease or medication status, others appear to be lost among FENNS patients. Taken together, the potential for steady formation of antioxidant UA from purine catabolism is altered early in the course of illness (
CROSS-PATHWAY CORRELATIONS BETWEEN PURINE METABOLITES AND MONOAMINE NEUROTRANSMITTERS
The purinergic neurotransmission hypothesis was originally proposed in 1972 (
In the study of normal behavior, purinergic signaling has been linked to learning and memory, sleep and arousal, locomotor activity and exploration, feeding behavior, and mood and motivation (
To test whether plasma purine and monoamine metabolite concentrations were correlated in SZ, we studied previously published measurements (
The Kendall’s tau analysis found positive correlations that were significantly different from 0 in the HC group, for cross-pathway purine and monoamine metabolite pairs (Table 2) as follows: (1) for UA with TRP, 5-HIAA, MEL, KYN, and TYR; (2) for G with TRP, TYR, and possibly (trend) with MEL and KYN; (3) for GR with TYR; and (4) for Xan with TYR, and possibly (trend) with 5-HIAA. Many of these same correlations were also significant or possibly significant for the BL and 4w groups, with the following notable exceptions. The correlations between each of UA and Xan with 5-HIAA were much weaker and far from significance for BL and 4w patients, suggesting possible group differences among HC, BL, and 4w. Formal testing for equality of correlations among these groups, the next step, will require larger group numbers than are available with the present dataset.
Table 2
| Metabolites | Kendall’s tau rank correlations | ||||||
|---|---|---|---|---|---|---|---|
| HC (n = 30) | FENNS-BL (n = 25) | FENNS-4w (n = 25) | |||||
| I | II | tau | p | tau | p | tau | p |
| Significant correlations among all three groups | |||||||
| UA | TRP | 0.6598 | <0.0001 | 0.7122 | <0.0001 | 0.6400 | <0.0001 |
| UA | MEL | 0.5034 | 0.0001 | 0.5800 | <0.0001 | 0.5400 | 0.00017 |
| UA | KYN | 0.6184 | <0.0001 | 0.6800 | <0.0001 | 0.6333 | <0.0001 |
| UA | TYR | 0.7287 | <0.0001 | 0.7200 | <0.0001 | 0.6467 | <0.0001 |
| G | TRP | 0.5034 | 0.0001 | 0.5843 | <0.0001 | 0.5667 | <0.0001 |
| G | TYR | 0.5816 | <0.0001 | 0.5333 | 0.0002 | 0.5733 | <0.0001 |
| G | MEL | 0.4667 | 0.0003 | 0.5267 | 0.0002 | 0.5600 | <0.0001 |
| Significant correlations present only in HC and FENNS-BL but not FENNS-4w | |||||||
| Gr | TYR | 0.5681 | <0.0001 | 0.6118 | <0.0001 | 0.3022 | 0.0516 |
| G | KYN | 0.4805 | 0.0002 | 0.5200 | 0.0003 | 0.4933 | 0.0006 |
| Significant correlations present only in HC but not FENNS groups | |||||||
| UA | 5-HIAA | 0.5310 | <0.0001 | 0.1733 | 0.2336 | 0.3667 | 0.0109 |
| Xan | 5-HIAA | 0.4759 | 0.0002 | 0.1733 | 0.2336 | 0.0133 | 0.9441 |
| Xan | TYR | 0.5264 | <0.0001 | 0.4000 | 0.0054 | 0.4133 | 0.0041 |
| Significant correlations present only in FENNS-BL but not in HC and FENNS-4w | |||||||
| UA | TRPA | 0.3563 | 0.0060 | 0.6333 | <0.0001 | 0.4267 | 0.0030 |
| Gr | TRP | 0.4613 | 0.0006 | 0.6440 | <0.0001 | 0.3255 | 0.0359 |
| Gr | MEL | 0.4127 | 0.0021 | 0.6118 | <0.0001 | 0.2480 | 0.1112 |
| Gr | KYN | 0.4127 | 0.0021 | 0.6256 | <0.0001 | 0.3952 | 0.0107 |
| Gr | 3-OHKY | 0.3885 | 0.0038 | 0.6403 | <0.0001 | 0.3649 | 0.0187 |
| Significant correlations present only in FENNS groups but not in HC | |||||||
| UA | 3-OHKY | 0.3977 | 0.0022 | 0.7114 | <0.0001 | 0.5710 | <0.0001 |
Across pathway correlations between 6 purine and 14 monoamine metabolites by the Kendall’s tau method.
Data were obtained from
Significance with p < 0.000197 after the Bonferroni correction.
HC, healthy control subjects; FENNS, first-episode neuroleptic-naïve patients with schizophrenia; BL, baseline; 4w, 4-week after antipsychotic treatment; UA, uric acid; G, guanine; Gr, guanosine; Xan, xanthine; TRP, tryptophan; MEL, melatonin; KYN, kynurenine; TYR, tyrosine; 5-HIAA, 5-hydroxyindoleacetic acid; TRPA, tryptamine; 3-OHKY, 3-hydroxykynurenine.
To summa rize, in HC, the purine and TRP pathways show extensive cross-correlations (all positive) among their respective member metabolites, whereas the TYR pathway shows significant cross-correlation with purines only via tyrosine. These relationships are generally seen for the BL and 4w groups as well. It may be that there are general dietary (precursor amino acids and purines are both high in many foods), hydration, hepatic, or other influences that affect purines and indoleamines and TYR similarly. However, the correlation of 5-HIAA with UA and Xan appear to be much weaker in the BL and 4w groups. We have already observed that BL patients have weaker correlations within the TRP pathway, e.g., 5-HIAA with TRP (tau = 0.09 BL, tau = 0.69 HC), which may occur when dietary associations are overcome by other rate-limiting pathway controls based on physiological needs for serotonin neurotransmitter (
PURINERGIC SIGNALING, CLINICAL IMPROVEMENT, AND NEUROLOGICAL DEFICITS
Associations between purine metabolites and clinical and neurological symptoms were examined before and after 4w antipsychotic treatment (
FIGURE 4

Associations between clinical improvement at 4 weeks and ratio of uric acid to guanine in first-episode neuroleptic-naïve patients with schizophrenia at baseline (A) or at 4-week (B) after antipsychotic treatment. GAS, Global Assessment Scale; ln, natural logarithm. Reprinted by permission from
Neurological abnormalities are a core feature of SZ even at the time of their first episode of psychosis without antipsychotic drug treatment (
PURINERGIC SIGNALING AND PLATELET ACTIVATION
Purinergic signaling is an important link among platelet activation, vascular thrombosis, and inflammation (
In human platelets, serotonin (5-HT) amplifies the aggregation induced by ADP (
DO PERIPHERAL INDICES OF METABOLIC DEFICITS ALSO REFLECT SIMILAR CHANGES IN THE BRAIN?
Whether peripheral indices of abnormal metabolites reflect similar changes in the brain and/or are related to presumed brain events are frequently raised by the reviewers in the grant applications and manuscript submissions. This issue has been vigorously debated because of examples in the literature, where peripheral measures either failed to adequately reflect central pathophysiology or did not serve as reliable biological markers. Therefore, in principle, the majority of research investigators believe that peripheral findings do not reflect the similar changes in the brain. However, in an editorial in Molecular Psychiatry,
Substantial evidence has been accumulated that reveals metabolic defects in both the peripheral and central tissue of patients with SZ (see reviews by
Moreover, there are several paradigmatic conditions such as Down syndrome, phenylketonuria, and various lipidoses (
CONCLUSION AND PERSPECTIVES
During the purine catabolism, there are three major purine bases and their corresponding ribonucleosides, which consist of adenine/adenosine, G/Gr, and Hx/inosine (Figure 2). As mentioned above, we have observed that a homeostatic imbalance of purine catabolism is present in FENNS. There are tightly correlated precursor and product relationships within purine pathways. Although some of these correlations persist across disease or medication status, others appear to be lost among FENNS (
Moreover, we have applied Kendall’s tau to assess correlations between purine metabolites and monoamine neurotransmitters with the Bonferroni corrections. Correlations between TYR, TRP, and some purines may originate in the diet or other common organism-wide influences, but some of these appear to be lost as these compounds undergo further transformations along their respective pathways. For both HC and patients, purine metabolites normally show significant cross-pathway correlation only with TYR, not with its metabolites, where correlations may be lost due to internal influences over neurotransmitter production. Furthermore, several purine metabolites (UA, Gr, or Xan) are each significantly correlated with TRP in all subjects. But purine correlations with 5-HIAA seem to be present only in HC subjects, not in FENNS at baseline or 4 weeks after antipsychotic treatment. Again, the loss of correlations in the pathway metabolite may be lost in patients due to illness-related, and also perhaps treatment influences, on 5-HIAA, since the TRP–5-HIAA correlation is appears weakened in patients (
In conclusion, SZ is a heterogeneous disease with various abnormal metabolites involving multiple biochemical pathways. There is abundant evidence that alterations in key neurotransmitters can both be modified by and contribute to oxidative stress and membrane dysfunction (Figure 1), suggesting a link between these pathophysiological processes in SZ. GSH redox coupling, NO signaling, and purine catabolism are the key pathways involving the AODS. We have previously demonstrated a homeostatic imbalance of purine catabolism (
Firstly, several purine metabolites (UA, Gr, or Xan) are each significantly correlated with TRP in all subjects. However, purine correlations with 5-HIAA seem to be present only in HC subjects, not in FENNS at baseline or 4 weeks after antipsychotic treatment (Table 2). Conversion of serotonin to N-acetylserotonin by serotonin N-acetyltransferase may be upregulated in the same set of FENNS patients, possibly related to the observed alteration in TRP–5-HIAA correlation (
Secondly, we have shown that a neurotoxic product of TRP metabolism, 3-OHKY, predicts severity of clinical symptoms during the early phase of illness and before exposure to antipsychotic drugs (
Lastly, optimum levels of purine metabolites have been associated with the dynamics of clinical symptoms and therapeutic improvements, which may lead to discovery of novel targets for drug development. Interestingly, allopurinol, which is a structural isomer of Hx and is an inhibitor of the Xan oxidase, can improve SZ symptoms either when given alone or as add-on medication to haloperidol (
Statements
Acknowledgments
This review is based upon work supported in part by the grants from the Department of Veterans Affairs, Veterans Health Administration, Office of Research and Development, Biomedical Laboratory R&D [Merit Reviews (Jeffrey K. Yao) and Senior Research Career Scientist Award (Jeffrey K. Yao)], VA Pittsburgh Healthcare System (Jeffrey K. Yao, George G. Dougherty, Ravinder D. Reddy), National Institute of Health [MH58141 (Jeffrey K. Yao), MH64118 (Ravinder D. Reddy), MH45203 and MH 45156 (Matcheri S. Keshavan), R24 GM078233 (Rima Kaddurah-Daouk), c UL1 RR024153 and NIH/NCRR/GCRC Grant M01 RR00056], Metabolomics Research Network (Rima Kaddurah-Daouk); Stanley Medical Research Institute (Rima Kaddurah-Daouk), and NARSAD (Rima Kaddurah-Daouk). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The contents of this article do not represent the views of the Department of Veterans Affairs or the United States Government.
Conflict of interest
Dr. Rima Kaddurah–Daouk is a coinventor on a series of patents in the metabolomics field. [(1) One patent Issued (3/20/12) “Lipidomic approaches to determine drug response – phenotypes in cardiovascular disease” Patent # 8137977, expires 12/10/27. (2) One patent pending: “Lipidomic approaches for central nervous system disorders” Application # 12/091,213 filed 12/10/08, Publication # US 2009/0305323 12/10/09.] All other authors declare no conflict of interest.
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Summary
Keywords
schizophrenia, first-episode psychosis, neuroleptic-naïve, oxidative stress, purine catabolism, monoamine neurotransmitters
Citation
Yao JK, Dougherty GG, Reddy RD, Matson WR, Kaddurah-Daouk R and Keshavan MS (2013) Associations between purine metabolites and monoamine neurotransmitters in first-episode psychosis. Front. Cell. Neurosci. 7:90. doi: 10.3389/fncel.2013.00090
Received
11 April 2013
Accepted
22 May 2013
Published
11 June 2013
Volume
7 - 2013
Edited by
Chao Deng, University of Wollongong, Australia
Reviewed by
T. Wilson Woo, Harvard Medical School, USA; Ciobica Alin, Universitatea Alexandru Ioan Cuza, Romania
Copyright
© Yao, Dougherty, Reddy, Matson, Kaddurah-Daouk and Keshavan.
This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.
*Correspondence: Jeffrey K. Yao, Medical Research Service, VA Pittsburgh Healthcare System, 7180 Highland Drive, 151U-H, Pittsburgh, PA 15206, USA e-mail: jkyao@pitt.edu
Disclaimer
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