Abstract
Rationale
An imbalance of the tryptophan kynurenine pathway (KP) commonly occurs in psychiatric disorders, though the neurocognitive and network-level effects of this aberration are unclear.
Objectives
In this study, we examined the connection between dysfunction in the frontostriatal brain circuits, imbalances in the tryptophan kynurenine pathway (KP), and neurocognition in major psychiatric disorders.
Methods
Forty first-episode medication-naive patients with schizophrenia (SCZ), fifty patients with bipolar disorder (BD), fifty patients with major depressive disorder (MDD), and forty-two healthy controls underwent resting-state functional magnetic resonance imaging. Plasma levels of KP metabolites were measured, and neurocognitive function was evaluated. Frontostriatal connectivity and KP metabolites were compared between groups while controlling for demographic and clinical characteristics. Canonical correlation analyses were conducted to explore multidimensional relationships between frontostriatal circuits-KP and KP-cognitive features.
Results
Patient groups shared hypoconnectivity between bilateral ventrolateral prefrontal cortex (vlPFC) and left insula, with disorder-specific dysconnectivity in SCZ related to PFC, left dorsal striatum hypoconnectivity. The BD group had higher anthranilic acid and lower xanthurenic acid levels than the other groups. KP metabolites and ratios related to disrupted frontostriatal dysconnectivity in a transdiagnostic manner. The SCZ group and MDD group separately had high-dimensional associations between KP metabolites and cognitive measures.
Conclusions
The findings suggest that KP may influence cognitive performance across psychiatric conditions via frontostriatal dysfunction.
Similar content being viewed by others
Data availability
Data will be made available on request.
References
Aruldass AR, Kitzbichler MG, Morgan SE, Lim S, Lynall ME, Turner L, Vertes P, Cavanagh J, Cowen P, Pariante CM, Harrison NA, Bullmore ET (2021) Dysconnectivity of a brain functional network was associated with blood inflammatory markers in depression. Brain Behav Immun 98:299–309
Bartoli F, Misiak B, Callovini T, Cavaleri D, Cioni RM, Crocamo C, Savitz JB, Carrà G (2021) The kynurenine pathway in bipolar disorder: a meta-analysis on the peripheral blood levels of tryptophan and related metabolites. Mol Psychiatry 26:3419–3429
Brandl F, Avram M, Weise B, Shang J, Simoes B, Bertram T, Hoffmann Ayala D, Penzel N, Gursel DA, Bauml J, Wohlschlager AM, Vukadinovic Z, Koutsouleris N, Leucht S, Sorg C (2019) Specific substantial dysconnectivity in schizophrenia: a transdiagnostic multimodal meta-analysis of resting-state functional and structural magnetic resonance imaging studies. Biol Psychiatry 85:573–583
Brown SJ, Huang XF, Newell KA (2021) The kynurenine pathway in major depression: what we know and where to next. Neurosci Biobehav Rev 127:917–927
Cakmak JD, Liu L, Poirier SE, Schaefer B, Poolacherla R, Burhan AM, Sabesan P, St Lawrence K, Théberge J, Hicks JW, Finger E, Palaniyappan L, Anazodo UC (2022) The functional and structural associations of aberrant microglial activity in major depressive disorder. J Psychiatry Neurosc 47:E197–e208
Chang M, Womer FY, Edmiston EK, Bai C, Zhou Q, Jiang X, Wei S, Wei Y, Ye Y, Huang H, He Y, Xu K, Tang Y, Wang F (2018) Neurobiological commonalities and distinctions among three major psychiatric diagnostic categories: a structural MRI study. Schizophr Bull 44:65–74
Chen MH, Chang WC, Lin WC, Tu PC, Li CT, Bai YM, Tsai SJ, Huang WS, Su TP (2020) Functional dysconnectivity of frontal cortex to striatum predicts ketamine infusion response in treatment-resistant depression. Int J Neuropsychopharmacol 23:791–798
Chen X, Beltran DJ, Tsygankova VD, Woolwine BJ, Patel T, Baer W, Felger JC, Miller AH, Haroon E (2021) Kynurenines increase MRS metabolites in basal ganglia and decrease resting-state connectivity in frontostriatal reward circuitry in depression. Transl Psychiatry 11:456
Chiappelli J, Postolache TT, Kochunov P, Rowland LM, Wijtenburg SA, Shukla DK, Tagamets M, Du X, Savransky A, Lowry CA, Can A, Fuchs D, Hong LE (2016) Tryptophan metabolism and white matter integrity in schizophrenia. Neuropsychopharmacology 41:2587–2595
Comrey AL, Lee HB (1992) A first course in factor analysis, 2nd edn. hillsdale, nj: L. Erlbaum Associates
Cross-Disorder Group of the Psychiatric Genomics Consortium (2013) Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis. Lancet 381:1371–1379
Desikan RS, Ségonne F, Fischl B, Quinn BT, Dickerson BC, Blacker D, Buckner RL, Dale AM, Maguire RP, Hyman BT, Albert MS, Killiany RJ (2006) An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. NeuroImage 31:968–980
First M, Spitzer R, Williams J, Gibbons M (1995) Structured clinical interview for DSM-IV-Patient version. Biometrics Research Department, New York State Psychiatric Institute, New York
Gong Y (1992) Wechsler adult intelligence scale-revised in China Version. Hunan Medical College, Changsha, Hunan/China
Hänggi J, Lohrey C, Drobetz R, Baetschmann H, Forstmeier S, Maercker A, Jäncke L (2016) Strength of structural and functional frontostriatal connectivity predicts self-control in the healthy elderly. Front Aging Neurosci 8:307
Harris D, Harris SL (2012) Digital design and computer architecture. Elsevier
Harrison NA (2017) Brain structures implicated in inflammation-associated depression. Curr Top Behav Neurosci 31:221–248
Jenkinson M, Beckmann CF, Behrens TE, Woolrich MW, Smith SM (2012) FSL. NeuroImage 62:782–790
Kadriu B, Farmer CA, Yuan P, Park LT, Deng ZD, Moaddel R, Henter ID, Shovestul B, Ballard ED, Kraus C, Gold PW, Machado-Vieira R, Zarate CA Jr (2021) The kynurenine pathway and bipolar disorder: intersection of the monoaminergic and glutamatergic systems and immune response. Mol Psychiatry 26:4085–4095
Kanchanatawan B, Sirivichayakul S, Ruxrungtham K, Carvalho AF, Geffard M, Ormstad H, Anderson G, Maes M (2018) Deficit, but not nondeficit, schizophrenia is characterized by mucosa-associated activation of the tryptophan catabolite (TRYCAT) pathway with highly specific increases in IgA responses directed to picolinic, xanthurenic, and quinolinic acid. Mol Neurobiol 55:1524–1536
Kang Y, Zhang W, Lv Y, Xu H, Lin Y, Cai S, Wang J, Huang L (2020) Genetic polymorphism in catechol-O-methyltransferase associated with the functional connectivity of frontostriatal circuits in first episode schizophrenia patients. Eur J Neurosci 51:2134–2142
Karpov B, Joffe G, Aaltonen K, Suvisaari J, Baryshnikov I, Näätänen P, Koivisto M, Melartin T, Oksanen J, Suominen K, Heikkinen M, Paunio T, Isometsä E (2016) Anxiety symptoms in a major mood and schizophrenia spectrum disorders. Eur Psychiatry 37:1–7
Kindler J, Lim CK, Weickert CS, Boerrigter D, Galletly C, Liu D, Jacobs KR, Balzan R, Bruggemann J, O'Donnell M, Lenroot R, Guillemin GJ, Weickert TW (2020) Dysregulation of kynurenine metabolism is related to proinflammatory cytokines, attention, and prefrontal cortex volume in schizophrenia. Mol Psychiatry 25:2860–2872
Kokkinou M, Ashok AH, Howes OD (2018) The effects of ketamine on dopaminergic function: meta-analysis and review of the implications for neuropsychiatric disorders. Mol Psychiatry 23:59–69
Lee RSC, Hermens DF, Naismith SL, Lagopoulos J, Jones A, Scott J, Chitty KM, White D, Robillard R, Scott EM, Hickie IB (2015) Neuropsychological and functional outcomes in recent-onset major depression, bipolar disorder and schizophrenia-spectrum disorders: a longitudinal cohort study. Transl Psychiatry 5:e555–e555
Li A, Zalesky A, Yue W, Howes O, Yan H, Liu Y, Fan L, Whitaker KJ, Xu K, Rao G, Li J, Liu S, Wang M, Sun Y, Song M, Li P, Chen J, Chen Y, Wang H et al (2020) A neuroimaging biomarker for striatal dysfunction in schizophrenia. Nat Med 26:558–565
Liang S, Li Y, Zhang Z, Kong X, Wang Q, Deng W, Li X, Zhao L, Li M, Meng Y, Huang F, Ma X, X-m L, Greenshaw AJ, Shao J, Li T (2018) Classification of first-episode schizophrenia using multimodal brain features: a combined structural and diffusion imaging study. Schizophr Bull 45:591–599
Liang S, Wang Q, Kong X, Deng W, Yang X, Li X, Zhang Z, Zhang J, Zhang C, Li XM, Ma X, Shao J, Greenshaw AJ, Li T (2019) White matter abnormalities in major depression biotypes identified by diffusion tensor imaging. Neurosci Bull 35:867–876
Limongi R, Mackinley M, Dempster K, Khan AR, Gati JS, Palaniyappan L (2021) Frontal-striatal connectivity and positive symptoms of schizophrenia: implications for the mechanistic basis of prefrontal rTMS. Eur Arch Psychiatry Clin Neurosc 271:3–15
Marx W, McGuinness AJ, Rocks T, Ruusunen A, Cleminson J, Walker AJ, Gomes-da-Costa S, Lane M, Sanches M, Diaz AP, Tseng PT, Lin PY, Berk M, Clarke G, O'Neil A, Jacka F, Stubbs B, Carvalho AF, Quevedo J et al (2021) The kynurenine pathway in major depressive disorder, bipolar disorder, and schizophrenia: a meta-analysis of 101 studies. Mol Psychiatry 26:4158–4178
Mkrtchian A, Evans JW, Kraus C, Yuan P, Kadriu B, Nugent AC, Roiser JP, Zarate CA Jr (2021) Ketamine modulates fronto-striatal circuitry in depressed and healthy individuals. Mol Psychiatry 26:3292–3301
Morrens M, De Picker L, Kampen JK, Coppens V (2020) Blood-based kynurenine pathway alterations in schizophrenia spectrum disorders: a meta-analysis. Schizophr Res 223:43–52
Morris LS, Kundu P, Dowell N, Mechelmans DJ, Favre P, Irvine MA, Robbins TW, Daw N, Bullmore ET, Harrison NA, Voon V (2016) Fronto-striatal organization: defining functional and microstructural substrates of behavioural flexibility. Cortex 74:118–133
Myint AM, Schwarz MJ, Verkerk R, Mueller HH, Zach J, Scharpé S, Steinbusch HW, Leonard BE, Kim YK (2011) Reversal of imbalance between kynurenic acid and 3-hydroxykynurenine by antipsychotics in medication-naïve and medication-free schizophrenic patients. Brain Behav Immun 25:1576–1581
Neumeister A, Nugent AC, Waldeck T, Geraci M, Schwarz M, Bonne O, Bain EE, Luckenbaugh DA, Herscovitch P, Charney DS, Drevets WC (2004) Neural and behavioral responses to tryptophan depletion in unmedicated patients with remitted major depressive disorder and controls. Arch Gen Psychiatry 61:765–773
Palaniyappan L, Liddle PF (2012) Does the salience network play a cardinal role in psychosis? An emerging hypothesis of insular dysfunction. J Psychiatry Neurosci 37:17–27
Palaniyappan L, Simmonite M, White TP, Liddle EB, Liddle PF (2013) Neural primacy of the salience processing system in schizophrenia. Neuron 79:814–828
Parkes L, Satterthwaite TD, Bassett DS (2020) Towards precise resting-state fMRI biomarkers in psychiatry: synthesizing developments in transdiagnostic research, dimensional models of psychopathology, and normative neurodevelopment. Curr Opin Neurobiol 65:120–128
Pawlowski T, Pawlak D, Inglot M, Zalewska M, Marciniak D, Bugajska J, Janocha-Litwin J, Malyszczak K (2021) The role of anthranilic acid in the increase of depressive symptoms and major depressive disorder during treatment for hepatitis C with pegylated interferon-α2a and oral ribavirin. J Psychiatry Neurosci 46:E166–e175
Platzer M, Dalkner N, Fellendorf FT, Birner A, Bengesser SA, Queissner R, Kainzbauer N, Pilz R, Herzog-Eberhard S, Hamm C, Hörmanseder C, Maget A, Rauch P, Mangge H, Fuchs D, Zelzer S, Schütze G, Moll N, Schwarz MJ et al (2017) Tryptophan breakdown and cognition in bipolar disorder. Psychoneuroendocrinology 81:144–150
Pompili M, Lionetto L, Curto M, Forte A, Erbuto D, Montebovi F, Seretti ME, Berardelli I, Serafini G, Innamorati M, Amore M, Baldessarini RJ, Girardi P, Simmaco M (2019) Tryptophan and kynurenine metabolites: are they related to depression? Neuropsychobiology 77:23–28
Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE (2012) Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. NeuroImage 59:2142–2154
Rosen C, Marvin R, Reilly JL, Deleon O, Harris MS, Keedy SK, Solari H, Weiden P, Sweeney JA (2012) Phenomenology of first-episode psychosis in schizophrenia, bipolar disorder, and unipolar depression: a comparative analysis. Clin Schizophr Relat Psychoses 6:145–151
Sarpal DK, Argyelan M, Robinson DG, Szeszko PR, Karlsgodt KH, John M, Weissman N, Gallego JA, Kane JM, Lencz T, Malhotra AK (2016) Baseline striatal functional connectivity as a predictor of response to antipsychotic drug treatment. Am J Psychiatry 173:69–77
Sarpal DK, Robinson DG, Lencz T, Argyelan M, Ikuta T, Karlsgodt K, Gallego JA, Kane JM, Szeszko PR, Malhotra AK (2015) Antipsychotic treatment and functional connectivity of the striatum in first-episode schizophrenia. JAMA Psychiatry 72:5–13
Sathyasaikumar KV, Tararina M, Wu HQ, Neale SA, Weisz F, Salt TE, Schwarcz R (2017) Xanthurenic acid formation from 3-hydroxykynurenine in the mammalian brain: neurochemical characterization and physiological effects. Neuroscience 367:85–97
Savitz J (2020) The kynurenine pathway: a finger in every pie. Mol Psychiatry 25:131–147
Schwarcz R, Bruno JP, Muchowski PJ, Wu HQ (2012) Kynurenines in the mammalian brain: when physiology meets pathology. Nat Rev Neurosci 13:465–477
Shukla DK, Chiappelli JJ, Sampath H, Kochunov P, Hare SM, Wisner K, Rowland LM, Hong LE (2019) Aberrant frontostriatal connectivity in negative symptoms of schizophrenia. Schizophr Bull 45:1051–1059
Steen NE, Dieset I, Hope S, Vedal TSJ, Smeland OB, Matson W, Kaddurah-Daouk R, Agartz I, Melle I, Djurovic S, Jönsson EG, Bogdanov M, Andreassen OA (2020) Metabolic dysfunctions in the kynurenine pathway, noradrenergic and purine metabolism in schizophrenia and bipolar disorders. Psychol Med 50:595–606
Supekar K, Cai W, Krishnadas R, Palaniyappan L, Menon V (2019) Dysregulated brain dynamics in a triple-network saliency model of schizophrenia and its relation to psychosis. Biol Psychiatry 85:60–69
Taleb O, Maammar M, Klein C, Maitre M, Mensah-Nyagan AG (2021) A role for xanthurenic acid in the control of brain dopaminergic activity. Int J Mol Sci 22:6974
Trambaiolli LR, Peng X, Lehman JF, Linn G, Russ BE, Schroeder CE, Liu H, Haber SN (2022) Anatomical and functional connectivity support the existence of a salience network node within the caudal ventrolateral prefrontal cortex. eLife 11:e76334
van Holst RJ, Chase HW, Clark L (2014) Striatal connectivity changes following gambling wins and near-misses: associations with gambling severity. NeuroImage Clin 5:232–239
Wang H-T, Smallwood J, Mourao-Miranda J, Xia CH, Satterthwaite TD, Bassett DS, Bzdok D (2020) Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists. NeuroImage 216:116745
Yaple ZA, Tolomeo S, Yu R (2021) Mapping working memory-specific dysfunction using a transdiagnostic approach. Neuroimage Clin 31:102747
Young KD, Drevets WC, Dantzer R, Teague TK, Bodurka J, Savitz J (2016) Kynurenine pathway metabolites are associated with hippocampal activity during autobiographical memory recall in patients with depression. Brain Behav Immun 56:335–342
Zhou Y, Zheng W, Liu W, Wang C, Zhan Y, Li H, Chen L, Ning Y (2019) Cross-sectional relationship between kynurenine pathway metabolites and cognitive function in major depressive disorder. Psychoneuroendocrinology 101:72–79
Acknowledgements
We warmly thank Professor Nan-kuei Chen (Radiology Medical Research Lab, University of Arizona) for helping with the fMRI preprocessing analysis. We also warmly thank all the participants for their participation in the study.
Funding
This work was supported by the National Natural Science Foundation of China Key Project (81920108018 and 82230046 to TL); the China Brain Project (grant number 2021ZD0200404 to TL); the Key R & D Program of Zhejiang (grant number 2022C03096 to TL); the Project for Hangzhou Medical Disciplines of Excellence & Key Project for Hangzhou Medical Disciplines; the Science & Technology Development Project of Hangzhou (202004A11 to TL, A20210013 to SGL); the Medical Science & Technology Plan Projects of Zhejiang Province (2022KY990 to SGL); and the Leading Healthcare Talents of Zhejiang Province; the Monique H. Bourgeois Chair in Developmental Disorders and Graham Boeckh Foundation (Douglas Research Centre, McGill University) (to LP). LP acknowledges salary award from the Fonds de recherche du Quebec-Sante ́ (FRQS).
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
LP reports personal fees from Janssen Canada, Otsuka Canada, SPMM Course Limited, UK, Canadian Psychiatric Association; book royalties from Oxford University Press; and investigator-initiated educational grants from Janssen Canada, Sunovion, and Otsuka Canada outside the submitted work. All other authors report no relevant conflicts.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
ESM 1
(DOCX 1021 kb)
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Liang, S., Zhao, L., Ni, P. et al. Frontostriatal circuitry and the tryptophan kynurenine pathway in major psychiatric disorders. Psychopharmacology 241, 97–107 (2024). https://doi.org/10.1007/s00213-023-06466-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00213-023-06466-9