Relation Between Unconjugated Bilirubin and Peripheral Biomarkers of Inflammation Derived From Complete Blood Counts in Patients With Acute Stage of Schizophrenia
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Background: Inflammation and oxidative stress are the major leading hypothetical causes of schizophrenia. Unconjugated bilirubin (UCB) is an efficient endogenous plasma antioxidant. Inflammation is closely linked to oxidative stress. The relationship between UCB and inflammatory markers should be paid close attention in schizophrenia acute stage. In this paper, combined UCB and inflammatory markers were evaluated for their capability in predicting schizophrenia in the acute stage to find an easy and effective indicator to identify acute schizophrenia. Methods: A total of 6,937 acute schizophrenia patients and 6,404 healthy controls (HCs) were enrolled. UCB and peripheral biomarkers of inflammation derived from complete blood counts (CBC) were investigated in the subjects with acute schizophrenia, and the results were compared with HCs. Simultaneously, Spearman test was employed to assess the correlation between the variables, while logistic regression was adopted to determine the combined equation and receiver operating characteristic curve was used to evaluate the combined value of UCB and peripheral biomarkers of inflammation derived from CBC to predict schizophrenia in the acute stage. Results: The study indicates that white blood cells, neutrophil, monocyte, mean platelet volume (MPV), red cell distribution width (RDW), neutrophil/lymphocyte ratio (NLR), and monocyte/lymphocyte ratio (MLR) have significantly increased in schizophrenia (p < 0.05 for all), while platelet, lymphocyte, and platelet/lymphocyte ratio (PLR) in schizophrenia have significantly decreased (p < 0.05 for all). UCB exhibits negative correlation with MPV significantly (r = 0.121, p < 0.001), and no correlation with neutrophil and monocyte. The correlations between UCB and other peripheral biomarkers of inflammation derived from CBC are very weak. MPV, RDW, NLR, MLR, PLR, and UCB were taken as independent variables for a logistic regression analysis. The model was as follows: Logit (P1)=-6.141+0.827 MPV+5.613 MLR-0.005 PLR-0.346 UBC.The combination demonstrates better effectiveness in predicting schizophrenia in the acute stage (AUC 0.831, 95% CI 0.825 to 0.837). Conclusion: UCB has a protective effect on acute stage of schizophrenia, which is weak and indirect by affecting the proinflammatory processes. Our findings suggest that a combination of MLR, MPV, PLR, and UBC could be used to predict acute stage of schizophrenia.
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Multiple pathophysiological biomarkers easily available by routine blood examinations are valuable for studying inflammatory processes and immune states in psychiatry.
“Previous studies demonstrated that multiple pathophysiological biomarkers, which are easily available by use of routine blood examinations, are valuable for the study of inflammatory processes and immune states in psychiatry.5,6”
From Albumin and Associated Biomarkers in Severe Neuropsychiatric Disorders: Acute-Phase Schizophrenia and Bipolar Disorder (2023) · cites this paper as [5]
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Cites
Antioxidant defenses and lipid peroxidation in human blood plasma.
Frei, B. B., Stocker, R., & Ames, B. N. (1988) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.85.24.9748 · Cited by 1,254 · see citing works
Kahn, R. S., Sommer, I. E., Murray, R. M., Meyer‐Lindenberg, A., Weinberger, D. R., Cannon, T. D., O’Donovan, M. C., Correll, C. U., Kane, J. M., van Os, J., et al. (2015) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2015.67 · Cited by 1,132 · see citing works
Bath, P. M., & Butterworth, R. J. (1996) · Blood Coagulation & Fibrinolysis · doi:10.1097/00001721-199603000-00011 · Cited by 773 · see citing works
Comparative genetic architectures of schizophrenia in East Asian and European populations
Schizophrenia Working Group of the Psychiatric Genomics Consortium, Lam, M., Indonesia Schizophrenia Consortium, Genetic REsearch on schizophreniA neTwork-China and the Netherlands (GREAT-CN), Chen, C.-Y., Li, Z., Martin, A. R., Bryois, J., Ma, X., Gaspar, H., et al. (2019) · Nature Genetics · doi:10.1038/s41588-019-0512-x · Cited by 655 · see citing works
Korniluk, A., Koper‐Lenkiewicz, O. M., Kamińska, J., Kemona, H., & Dymicka-Piekarska, V. (2019) · Mediators of Inflammation · doi:10.1155/2019/9213074 · Cited by 584 · see citing works
Current Concepts and Treatments of Schizophrenia
Stępnicki, P., Kondej, M., & Kaczor, A. A. (2018) · Molecules · doi:10.3390/molecules23082087 · Cited by 570 · see citing works
Platelet activation: assessment and quantification
Kamath, S. (2001) · European Heart Journal · doi:10.1053/euhj.2000.2515 · Cited by 516 · see citing works
Preoperative neutrophil-lymphocyte ratio and outcome from coronary artery bypass grafting
Gibson, P. H., Croal, B. L., Cuthbertson, B. H., Small, G. R., Ifezulike, A. I., Gibson, G., Jeffrey, R. R., Buchan, K. G., El-Shafei, H., & Hillis, G. S. (2007) · American Heart Journal · doi:10.1016/j.ahj.2007.06.043 · Cited by 382 · see citing works
Lieberman, J. A., Girgis, R. R., Brucato, G., Moore, H. M., Provenzano, F. A., Kegeles, L. S., Javitt, D. C., Kantrowitz, J. T., Wall, M. M., Corcoran, C. M., et al. (2018) · Molecular Psychiatry · doi:10.1038/mp.2017.249 · Cited by 362 · see citing works
Schwertner, H. A., & Vı́tek, L. (2008) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2008.01.001 · Cited by 224 · see citing works
NOD1 and NOD2 in inflammation, immunity and disease
Mukherjee, T., Hovingh, E. S., Foerster, E. G., Abdel‐Nour, M., Philpott, D. J., & Girardin, S. E. (2018) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2018.12.022 · Cited by 202 · see citing works
Mazza, M. G., Lucchi, S., Rossetti, A., & Clerici, M. (2020) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2019.1583371 · Cited by 191 · see citing works
Bilirubin: its role in cytoprotection against oxidative stress
Tomaro, M. L., & Batlle, A. M. D. C. (2002) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/s1357-2725(01)00130-3 · Cited by 158 · see citing works
The molecular basis for the immunomodulatory activities of unconjugated bilirubin
Jangi, S., Otterbein, L. E., & Robson, S. C. (2013) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/j.biocel.2013.09.014 · Cited by 155 · see citing works
Kounis, N. G., Soufras, G. D., Tsigkas, G., & Hahalis, G. N. (2014) · Clinical and Applied Thrombosis/Hemostasis · doi:10.1177/1076029614531449 · Cited by 154 · see citing works
The causal role of megakaryocyte–platelet hyperactivity in acute coronary syndromes
Martin, J. F., Kristensen, S. D., Mathur, A., Grove, E. L., & Choudry, F. (2012) · Nature Reviews Cardiology · doi:10.1038/nrcardio.2012.131 · Cited by 152 · see citing works
Microglia and Brain Plasticity in Acute Psychosis and Schizophrenia Illness Course: A Meta-Review
Picker, L. D., Morrens, M., Chance, S. A., & Boche, D. (2017) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2017.00238 · Cited by 136 · see citing works
Abnormal age-related changes of plasma antioxidant proteins in schizophrenia
Yao, J. K., Reddy, R. D., & van Kammen, D. P. (2000) · Psychiatry Research · doi:10.1016/s0165-1781(00)00230-4 · Cited by 133 · see citing works
Özdin, S., & Böke, Ö. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2018.11.043 · Cited by 129 · see citing works
Keshavan, P., Schwemberger, S. J., Smith, D. L. H., Babcock, G. F., & Zucker, S. D. (2004) · International Journal of Cancer · doi:10.1002/ijc.20418 · Cited by 120 · see citing works
Elevated neutrophil/lymphocyte ratio in patients with schizophrenia.
Semız, M., Yıldırım, O., Canan, F., Demir, S., Hasbek, E., Tuman, T. C., Kayka, N., & Tosun, M. (2014) · PubMed · Cited by 111 · see citing works
Meta‐analysis of total and differential white blood cell counts in schizophrenia
Jackson, A. J., & Miller, B. J. (2019) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13140 · Cited by 104 · see citing works
Serafini, G., Pompili, M., Haghighat, R., PUCCI, D., Pastina, M., Lester, D., Angeletti, G., Tatarelli, R., & Girardi, P. (2011) · Journal of Psychiatric and Mental Health Nursing · doi:10.1111/j.1365-2850.2011.01706.x · Cited by 99 · see citing works
Chang, W. C., Wong, C. S. M., Chen, E. Y. H., LAM, L. C. W., Chan, W. C., Ng, R., Hung, S. F., Cheung, E. F. C., Sham, P. C., Chiu, H. F. K., et al. (2017) · Schizophrenia Bulletin · doi:10.1093/schbul/sbx056 · Cited by 96 · see citing works
Fusar‐Poli, P., Smieskova, R., Serafini, G., Politi, P., & Borgwardt, S. (2012) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2011.630408 · Cited by 94 · see citing works
Balcioglu, Y. H., & Kirlioglu, S. S. (2020) · Psychiatry Investigation · doi:10.30773/pi.2020.0185 · Cited by 80 · see citing works
Unconjugated Bilirubin exerts Pro-Apoptotic Effect on Platelets via p38-MAPK activation
NaveenKumar, S. K., Thushara, R. M., Sundaram, M. S., Hemshekhar, M., Paul, M., Thirunavukkarasu, C., Basappa, B., Nagaraju, G., Raghavan, S. C., Girish, K. S., et al. (2015) · Scientific Reports · doi:10.1038/srep15045 · Cited by 74 · see citing works
Desalegn, D., Girma, S., & Abdeta, T. (2020) · PLoS ONE · doi:10.1371/journal.pone.0229514 · Cited by 74 · see citing works
Bilirubin Induces Apoptosis and Necrosis in Human NT2-N Neurons
Hankø, E., Hansen, T. W. R., Almaas, R., Lindstad, J. K., & Rootwelt, T. (2004) · Pediatric Research · doi:10.1203/01.pdr.0000148711.11519.a5 · Cited by 71 · see citing works
Zhou, X., Wang, X., Li, R., Yan, J., Xiao, Y., Li, W., & Shen, H. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.581061 · Cited by 63 · see citing works
Therapeutic drug-induced platelet apoptosis: an overlooked issue in pharmacotoxicology
Thushara, R. M., Hemshekhar, M., Kemparaju, K., et al. (2013) · Archives of Toxicology · doi:10.1007/s00204-013-1185-3 · Cited by 37 · see citing works
Serum bilirubin levels and UGT1A1 promoter variations in patients with schizophrenia
Vı́tek, L., Novotná, M., Martin Lenicek, A., Novotný, L., Eberová, J., Petrášek, J., & Jirsa, M. (2010) · Psychiatry Research · doi:10.1016/j.psychres.2009.12.008 · Cited by 33 · see citing works
Elevated Platelet Parameter in First-Episode Schizophrenia Patients: A Cross-Sectional Study
Yu, Q., Weng, W., Zhou, H., Tang, Y., Ding, S., Huang, K., & Liu, Y. H. (2020) · Journal of Interferon & Cytokine Research · doi:10.1089/jir.2020.0117 · Cited by 33 · see citing works
Peripheral non-enzymatic antioxidants in patients with schizophrenia: a case-control study
Lu, Z., Wen, T., Wang, Y., Kan, W., & Xun, G. (2020) · BMC Psychiatry · doi:10.1186/s12888-020-02635-8 · Cited by 32 · see citing works
Kundur, A., Santhakumar, A. B., Bulmer, A. C., & Singh, I. (2017) · Platelets · doi:10.1080/09537104.2017.1280146 · Cited by 31 · see citing works
Yin, X. L., Jia, Q. F., Zhang, G. Y., Zhang, J. P., Shirao, T., Jiang, C. X., Yin, X. Y., Liu, Y. S., Chen, P., Gu, X. C., et al. (2019) · Scientific Reports · doi:10.1038/s41598-018-38227-6 · Cited by 21 · see citing works
Balta, Ş., Aydogan, M., Kurt, Ö., et al. (2013) · International Journal of Cardiology · doi:10.1016/j.ijcard.2013.04.127 · Cited by 20 · see citing works
Tsuchie, K., Miyaoka, T., Furuya, M., et al. (2012) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2012.09.007 · Cited by 20 · see citing works
Th17 and MAIT cell mediated inflammation in antipsychotic free schizophrenia patients
Varun, C. N., Venkataswamy, M. M., Ravikumar, R., Nagaraju, R., Debnath, M., Varambally, S. S., Venkatasubramanian, G., & Ravi, V. (2019) · Schizophrenia Research · doi:10.1016/j.schres.2019.08.013 · Cited by 20 · see citing works
Unconjugated bilirubin and schizophrenia: a systematic review
Dornelles, E. P., Marques, J. G., & Ouakinin, S. (2019) · CNS Spectrums · doi:10.1017/s109285291800161x · Cited by 19 · see citing works
Differential Action of Phytochemicals on Platelet Apoptosis: A Biological Overview
Thushara, R. M., Hemshekhar, M., Santhosh, M. S., et al. (2013) · Current Medicinal Chemistry · doi:10.2174/0929867311320080005 · Cited by 17 · see citing works
Becklén, M., Orhan, F., Piehl, F., Červenka, S., Sellgren, C. M., Flyckt, L., Erhardt, S., & Fatouros‐Bergman, H. (2021) · Scientific Reports · doi:10.1038/s41598-021-87096-z · Cited by 17 · see citing works
Marques, J. G., Pedro, I., & Ouakinin, S. (2019) · International Journal of Psychiatry in Clinical Practice · doi:10.1080/13651501.2019.1638940 · Cited by 15 · see citing works
Peitl, V., Getaldić-Švarc, B., & Karlović, D. (2020) · Psychiatry Investigation · doi:10.30773/pi.2020.0033 · Cited by 13 · see citing works
Marques, J. G., & Ouakinin, S. (2019) · CNS Spectrums · doi:10.1017/s1092852919001639 · Cited by 11 · see citing works
Şarlak, H., Arslan, E., Çakar, M., et al. (2016) · SpringerPlus · doi:10.1186/s40064-016-3085-5 · Cited by 7 · see citing works
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Xu, H., Zheng, L., Wang, L., Gao, H., Wei, Y., & Chen, J. (2023) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s423399 · Cited by 13 · see citing works
Self-citation
- Authors
- Xu, H., Wei, Y., Zheng, L., Zhang, H., Luo, T., Li, H., Ma, J., & Chen, J.
- Affiliations
- Peking University (CN)
- Liaocheng People's Hospital (CN)
- Dongyang People's Hospital (CN)
- Wuxi Third People's Hospital (CN)
- Beijing Tongren Hospital (CN)
- Corresponding author
- Ma, Jinbao
- Chen, Jingxu
- Venue
- Frontiers in Psychiatry
- Publisher
- Frontiers Media SA
- Published
- 2022-04-07
- Volume
- 13
- Pages
- 843985-843985
- ISSN
- 1664-0640 (ISSN-L)
- PMC
- PMC9022903
- OpenAlex
- W4225580413
- Cited by
- 19
- References
- 46
- Citations by year
- 2026: 1 · 2025: 7 · 2024: 8 · 2023: 3
- FWCI
- 2.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Psychiatry (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Greater South Information System
- Funders
- Beijing Municipal Administration of Hospitals
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Health Sciences › Medicine › Oncology › Inflammatory Biomarkers in Disease Prognosis
- Keywords
- unconjugated bilirubin, acute schizophrenia, inflammatory markers, complete blood count, mean platelet volume, neutrophil-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, platelet-to-lymphocyte ratio, oxidative stress, antioxidants, peripheral biomarkers, red cell distribution width, neutrophils, monocytes, platelets, lymphocytes
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