Lipid Alteration Signature in the Blood Plasma of Individuals With Schizophrenia, Depression, and Bipolar Disorder

Author:

Tkachev Anna12,Stekolshchikova Elena1,Vanyushkina Anna1,Zhang Hanping34,Morozova Anna56,Zozulya Svetlana7,Kurochkin Ilia1,Anikanov Nickolay1,Egorova Alina1,Yushina Ekaterina18,Vogl Thomas9,Senner Fanny910,Schaupp Sabrina K.9,Reich-Erkelenz Daniela9,Papiol Sergi910,Kohshour Mojtaba Oraki911,Klöhn-Saghatolislam Farahnaz9,Kalman Janos L.910,Heilbronner Urs9,Heilbronner Maria9,Gade Katrin12,Comes Ashley L.9,Budde Monika9,Anderson-Schmidt Heike12,Adorjan Kristina910,Wiltfang Jens121314,Reininghaus Eva Z.15,Juckel Georg16,Dannlowski Udo17,Fallgatter Andreas18,Spitzer Carsten19,Schmauß Max20,von Hagen Martin21,Zorkina Yana56,Reznik Alexander622,Barkhatova Aleksandra7,Lisov Roman223,Mokrov Nikita2324,Panov Maxim25,Zubkov Dmitri1,Petrova Daria1,Zhou Chanjuan326,Liu Yiyun3,Pu Juncai3,Falkai Peter10,Kostyuk Georgiy6,Klyushnik Tatiana7,Schulze Thomas G.92728,Xie Peng3429,Schulte Eva C.91030,Khaitovich Philipp1

Affiliation:

1. Vladimir Zelman Center for Neurobiology and Brain Rehabilitation, Skolkovo Institute of Science and Technology, Moscow, Russia

2. Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia

3. NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

4. Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

5. Department Basic and Applied Neurobiology, V. Serbsky Federal Medical Research Centre of Psychiatry and Narcology, Moscow, Russia

6. Moscow Psychiatric Hospital No. 1, named after N.A. Alekseev, Moscow, Russia

7. Mental Health Research Center, Moscow, Russia

8. FSBSI N.P. Bochkov Research Center of Medical Genetics, Moscow, Russia

9. Institute of Psychiatric Phenomics and Genomics, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany

10. Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany

11. Department of Immunology, Faculty of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran

12. Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany

13. German Center for Neurodegenerative Diseases, Göttingen, Germany

14. Neurosciences and Signaling Group, Institute of Medicine, Department of Medical Sciences, University of Aveiro, Aveiro, Portugal

15. Department of Psychiatry and Psychotherapeutic Medicine, Research Unit for Neurobiology and Anthropometrics in Bipolar Affective Disorder, Medical University of Graz, Graz, Austria

16. Department of Psychiatry, Ruhr University Bochum, LWL University Hospital, Bochum, Germany

17. Institute for Translational Psychiatry, University of Münster, Münster, Germany

18. Department of Psychiatry and Psychotherapy, Tübingen Center for Mental Health, University Tübingen, Tübingen, Germany

19. Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Rostock, Rostock, Germany

20. Department of Psychiatry and Psychotherapy, Bezirkskrankenhaus Augsburg, Augsburg, Germany

21. Clinic for Psychiatry and Psychotherapy, Clinical Center Werra-Meißner, Eschwege, Germany

22. Moscow State University of Food Production, Moscow, Russia

23. Moscow Institute of Physics and Technology, Dolgoprudny, Russia

24. Center for Artificial Intelligence Technologies, Skolkovo Institute of Science and Technology, Moscow, Russia

25. Technology Innovation Institute, Abu Dhabi, United Arab Emirates

26. Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China

27. Department of Psychiatry and Behavioral Sciences, SUNY Upstate Medical University, Syracuse, New York

28. Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, Maryland

29. Chongqing Key Laboratory of Neurobiology, Chongqing, China

30. Department of Psychiatry and Psychotherapy, University Hospital Bonn, medical Faculty University of Bonn, Bonn, Germany

Abstract

ImportanceNo clinically applicable diagnostic test exists for severe mental disorders. Lipids harbor potential as disease markers.ObjectiveTo define a reproducible profile of lipid alterations in the blood plasma of patients with schizophrenia (SCZ) independent of demographic and environmental variables and to investigate its specificity in association with other psychiatric disorders, ie, major depressive disorder (MDD) and bipolar disorder (BPD).Design, Setting, and ParticipantsThis was a multicohort case-control diagnostic analysis involving plasma samples from psychiatric patients and control individuals collected between July 17, 2009, and May 18, 2018. Study participants were recruited as consecutive and volunteer samples at multiple inpatient and outpatient mental health hospitals in Western Europe (Germany and Austria [DE-AT]), China (CN), and Russia (RU). Individuals with DSM-IV or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision diagnoses of SCZ, MDD, BPD, or a first psychotic episode, as well as age- and sex-matched healthy controls without a mental health–related diagnosis were included in the study. Samples and data were analyzed from January 2018 to September 2020.Main Outcomes and MeasuresPlasma lipidome composition was assessed using liquid chromatography coupled with untargeted mass spectrometry.ResultsBlood lipid levels were assessed in 980 individuals (mean [SD] age, 36 [13] years; 510 male individuals [52%]) diagnosed with SCZ, BPD, MDD, or those with a first psychotic episode and in 572 controls (mean [SD] age, 34 [13] years; 323 male individuals [56%]). A total of 77 lipids were found to be significantly altered between those with SCZ (n = 436) and controls (n = 478) in all 3 sample cohorts. Alterations were consistent between cohorts (CN and RU: [Pearson correlation] r = 0.75; DE-AT and CN: r = 0.78; DE-AT and RU: r = 0.82; P < 10−38). A lipid-based predictive model separated patients with SCZ from controls with high diagnostic ability (area under the receiver operating characteristic curve = 0.86-0.95). Lipidome alterations in BPD and MDD, assessed in 184 and 256 individuals, respectively, were found to be similar to those of SCZ (BPD: r = 0.89; MDD: r = 0.92; P < 10−79). Assessment of detected alterations in individuals with a first psychotic episode, as well as patients with SCZ not receiving medication, demonstrated only limited association with medication restricted to particular lipids.Conclusions and RelevanceIn this study, SCZ was accompanied by a reproducible profile of plasma lipidome alterations, not associated with symptom severity, medication, and demographic and environmental variables, and largely shared with BPD and MDD. This lipid alteration signature may represent a trait marker of severe psychiatric disorders, indicating its potential to be transformed into a clinically applicable testing procedure.

Publisher

American Medical Association (AMA)

Subject

Psychiatry and Mental health

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