Preprint / Version 1

Gene expression profiling of individuals with bipolar disorder who died by suicide and those who died from causes other than suicide in the prefrontal cortex and cerebellum

##article.authors##

  • Lydia Kim Stanley Medical Research Institute

DOI:

https://doi.org/10.58445/rars.2084

Keywords:

Bipolar disorder, Gene Expression

Abstract

Suicide is a major risk among individuals with bipolar disorder (BD), with up to 20% dying by suicide. However, the underlying genes and biological pathways remain poorly understood. RNA-Seq data from the prefrontal cortex (PFC) and cerebellum of Stanley Neuropathology Consortium collection were processed and analyzed to identify genes and biological pathways associated with BD as well as suicide in individuals with BD. In the PFC, 179 genes were differentially expressed in the BD patients who died from causes other than suicide (BD_NS) compared to controls, while 3 genes were differentially expressed in BD patients who died by suicide (BD_S) versus controls. Enrichment analysis identified 38 significantly enriched pathways, including inflammation and NF-κB signaling, in upregulated genes from BD_NS, but no pathways were enriched in BD_S. In the cerebellum, more genes were differentially expressed than in the PFC, with 2823 genes showing differential expression between BD_NS and controls and 26 genes between BD_S and controls. Various pathways, including synaptic vesicle cycle, endocannabinoid signaling, nicotine addiction, focal adhesion, and PI3K-Akt signaling, were enriched in the DEGs. This study suggests that biological pathways, including immune/inflammatory responses and synaptic signaling, may be associated with BD, while several genes related to cell signaling and protection against oxidative stress and DNA damage may play a role in suicide among BD patients.

References

M. L. Phillips and D. J. Kupfer, "Bipolar disorder diagnosis: challenges and future directions," Lancet, vol. 381, no. 9878, pp. 1663-71, May 11 2013, doi: 10.1016/S0140-6736(13)60989-7.

K. R. Merikangas et al., "Prevalence and correlates of bipolar spectrum disorder in the world mental health survey initiative," Arch Gen Psychiatry, vol. 68, no. 3, pp. 241-51, Mar 2011, doi: 10.1001/archgenpsychiatry.2011.12.

R. S. McIntyre et al., "The clinical characterization of the adult patient with bipolar disorder aimed at personalization of management," World Psychiatry, vol. 21, no. 3, pp. 364-387, Oct 2022, doi: 10.1002/wps.20997.

E. E. Michalak, L. N. Yatham, and R. W. Lam, "Quality of life in bipolar disorder: a review of the literature," Health Qual Life Outcomes, vol. 3, p. 72, Nov 15 2005, doi: 10.1186/1477-7525-3-72.

Y. Huang, Z. Zhang, S. Lin, H. Zhou, and G. Xu, "Cognitive Impairment Mechanism in Patients with Bipolar Disorder," Neuropsychiatr Dis Treat, vol. 19, pp. 361-366, 2023, doi: 10.2147/NDT.S396424.

L. S. Too, M. J. Spittal, L. Bugeja, L. Reifels, P. Butterworth, and J. Pirkis, "The association between mental disorders and suicide: A systematic review and meta-analysis of record linkage studies," J Affect Disord, vol. 259, pp. 302-313, Dec 1 2019, doi: 10.1016/j.jad.2019.08.054.

P. Dome, Z. Rihmer, and X. Gonda, "Suicide Risk in Bipolar Disorder: A Brief Review," Medicina (Kaunas), vol. 55, no. 8, Jul 24 2019, doi: 10.3390/medicina55080403.

J. N. Miller and D. W. Black, "Bipolar Disorder and Suicide: a Review," Curr Psychiatry Rep, vol. 22, no. 2, p. 6, Jan 18 2020, doi: 10.1007/s11920-020-1130-0.

S. W. Park, M. K. Seo, M. J. Webster, J. G. Lee, and S. Kim, "Differential expression of gene co-expression networks related to the mTOR signaling pathway in bipolar disorder," Transl Psychiatry, vol. 12, no. 1, p. 184, May 4 2022, doi: 10.1038/s41398-022-01944-8.

G. Punzi et al., "Genetics and Brain Transcriptomics of Completed Suicide," Am J Psychiatry, vol. 179, no. 3, pp. 226-241, Mar 2022, doi: 10.1176/appi.ajp.2021.21030299.

M. J. Webster and S. Kim, "Collecting, storing, and mining research data in a brain bank," Handb Clin Neurol, vol. 150, pp. 167-179, 2018, doi: 10.1016/B978-0-444-63639-3.00013-X.

R. Pacifico and R. L. Davis, "Transcriptome sequencing implicates dorsal striatum-specific gene network, immune response and energy metabolism pathways in bipolar disorder," Mol Psychiatry, vol. 22, no. 3, pp. 441-449, Mar 2017, doi: 10.1038/mp.2016.94.

P. P. Zandi et al., "Amygdala and anterior cingulate transcriptomes from individuals with bipolar disorder reveal downregulated neuroimmune and synaptic pathways," Nat Neurosci, vol. 25, no. 3, pp. 381-389, Mar 2022, doi: 10.1038/s41593-022-01024-6.

M. Jabbi, D. Arasappan, S. B. Eickhoff, S. M. Strakowski, C. B. Nemeroff, and H. A. Hofmann, "Neuro-transcriptomic signatures for mood disorder morbidity and suicide mortality," J Psychiatr Res, vol. 127, pp. 62-74, Aug 2020, doi: 10.1016/j.jpsychires.2020.05.013.

S. Kim and M. J. Webster, "The Stanley Neuropathology Consortium Integrative Database (SNCID) for Psychiatric Disorders," Neurosci Bull, vol. 35, no. 2, pp. 277-282, Apr 2019, doi: 10.1007/s12264-018-0314-7.

T. Liu, L. Zhang, D. Joo, and S. C. Sun, "NF-kappaB signaling in inflammation," Signal Transduct Target Ther, vol. 2, pp. 17023-, 2017, doi: 10.1038/sigtrans.2017.23.

A. Sequeira et al., "Gene expression changes in the prefrontal cortex, anterior cingulate cortex and nucleus accumbens of mood disorders subjects that committed suicide," PLoS One, vol. 7, no. 4, p. e35367, 2012, doi: 10.1371/journal.pone.0035367.

P. Coyle, J. C. Philcox, L. C. Carey, and A. M. Rofe, "Metallothionein: the multipurpose protein," Cell Mol Life Sci, vol. 59, no. 4, pp. 627-47, Apr 2002, doi: 10.1007/s00018-002-8454-2.

F. Dora, E. Renner, D. Keller, M. Palkovits, and A. Dobolyi, "Transcriptome Profiling of the Dorsomedial Prefrontal Cortex in Suicide Victims," Int J Mol Sci, vol. 23, no. 13, Jun 25 2022, doi: 10.3390/ijms23137067.

A. K. Akobeng, "Understanding type I and type II errors, statistical power and sample size," Acta Paediatr, vol. 105, no. 6, pp. 605-9, Jun 2016, doi: 10.1111/apa.13384.

J. T. Leek and J. D. Storey, "Capturing heterogeneity in gene expression studies by surrogate variable analysis," PLoS Genet, vol. 3, no. 9, pp. 1724-35, Sep 2007. [Online]. Available: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Citation&list_uids=17907809

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2024-12-09

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