Isoform-level brain expression profiling of the spermidine/spermine N1-Acetyltransferase1 ( SAT1 ) gene in major depression and suicide
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Low brain expression of the spermidine/spermine N-1 acetyltransferase (SAT1) gene, the rate-limiting enzyme involved in catabolism of polyamines that mediate the polyamine stress response (PSR), has been reported in depressed suicides. However, it is unknown whether this effect is associated with depression or with suicide and whether all or only specific isoforms expressed by SAT1, such as the primary 171 amino acid protein-encoding transcript (SSAT), or an alternative splice variant (SSATX) that is involved in SAT1 regulated unproductive splicing and transcription (RUST), are involved. We applied next generation sequencing (RNA-seq) to assess gene-level, isoform-level, and exon-level SAT1 expression differences between healthy controls (HC, N = 29), DSM-IV major depressive disorder suicides (MDD-S, N = 21) and MDD non-suicides (MDD, N = 9) in the dorsal lateral prefrontal cortex (Brodmann Area 9, BA9) of medication-free individuals postmortem. Using small RNA-seq, we also examined miRNA species putatively involved in SAT1 post-transcriptional regulation. A DSM-IV diagnosis was made by structured interview. Toxicology and history ruled out recent psychotropic medication. At the gene-level, we found low SAT1 expression in both MDD-S (vs. HC, p = 0.002) and MDD (vs. HC, p = 0.002). At the isoform-level, reductions in MDD-S (vs. HC) were most pronounced in four transcripts including SSAT and SSATX, while reductions in MDD (vs. HC) were pronounced in three transcripts, one of which was reduced in MDD relative to MDD-S (all p < 0.1 FDR corrected). We did not observe evidence for differential exon-usage (i.e. splicing) nor differences in miRNA expression. Results replicate the finding of low SAT1 brain expression in depressed suicides in an independent sample and implicate low SAT1 brain expression in MDD independent of suicide. Low expressions of both SSAT and SATX isoforms suggest that shared transcriptional mechanisms involved in RUST may account for low SAT1 brain expression in depressed suicides. Future studies are required to understand the functions and regulation of SAT1 isoforms, and how they relate to the pathogenesis of MDD and suicide.
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Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
Love, M. I., Huber, W., & Anders, S. (2014) · Genome Biology · doi:10.1186/s13059-014-0550-8 · Cited by 95,106 · see citing works
Mapping and quantifying mammalian transcriptomes by RNA-Seq
Mortazavi, A., Williams, B. A., McCue, K., Schaeffer, L., & Wold, B. (2008) · Nature Methods · doi:10.1038/nmeth.1226 · Cited by 13,696 · see citing works
RNA-Seq: a revolutionary tool for transcriptomics
Wang, Z., Gerstein, M., & Snyder, M. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2484 · Cited by 13,174 · see citing works
Trapnell, C., Roberts, A., Goff, L. A., Pertea, G. M., Kim, D., Kelley, D. R., Pimentel, H., Salzberg, S. L., Rinn, J. L., & Pachter, L. S. (2012) · Nature Protocols · doi:10.1038/nprot.2012.016 · Cited by 11,930 · see citing works
Long non-coding RNAs: insights into functions
Mercer, T. R., Dinger, M. E., & Mattick, J. S. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2521 · Cited by 5,654 · see citing works
Software for Computing and Annotating Genomic Ranges
Lawrence, M. F., Huber, W. K., Pagès, H., Aboyoun, P., Carlson, M. R. J., Gentleman, R. C., Morgan, M. T., & Carey, V. J. (2013) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003118 · Cited by 4,438 · see citing works
Controlling the false discovery rate in behavior genetics research
Benjamini, Y., Drai, D., Elmer, G., Kafkafi, N., & Golani, I. (2001) · Behavioural Brain Research · doi:10.1016/s0166-4328(01)00297-2 · Cited by 4,146 · see citing works
Differential analysis of gene regulation at transcript resolution with RNA-seq
Trapnell, C., Hendrickson, D. G., Sauvageau, M., Goff, L., Rinn, J. L., & Pachter, L. (2013) · Nature Biotechnology · doi:10.1038/nbt.2450 · Cited by 3,492 · see citing works
The Transcriptional Landscape of the Yeast Genome Defined by RNA Sequencing
Nagalakshmi, U., Wang, Z., Waern, K., Shou, C., Raha, D., Gerstein, M., & Snyder, M. (2008) · Science · doi:10.1126/science.1158441 · Cited by 2,479 · see citing works
Detecting differential usage of exons from RNA-seq data
Anders, S., Reyes, A., & Huber, W. (2012) · Genome Research · doi:10.1101/gr.133744.111 · Cited by 1,545 · see citing works
Non‐coding RNAs: regulators of disease
Taft, R. J., Pang, K. C., Mercer, T. R., Dinger, M. E., & Mattick, J. S. (2009) · The Journal of Pathology · doi:10.1002/path.2638 · Cited by 1,056 · see citing works
SEQC/MAQC-III Consortium (2014) · Nature Biotechnology · doi:10.1038/nbt.2957 · Cited by 983 · see citing works
Comparison of RNA-Seq and Microarray in Transcriptome Profiling of Activated T Cells
Zhao, S., Fung‐Leung, W., Bittner, A., Ngo, K., & Liu, X. (2014) · PLoS ONE · doi:10.1371/journal.pone.0078644 · Cited by 945 · see citing works
Coexpression Analysis of Human Genes Across Many Microarray Data Sets
Lee, H. K., Hsu, A. K., Sajdak, J., Qin, J., & Pavlidis, P. (2004) · Genome Research · doi:10.1101/gr.1910904 · Cited by 770 · see citing works
The stress system in depression and neurodegeneration: Focus on the human hypothalamus
Bao, A., Meynen, G., & Swaab, D. F. (2007) · Brain Research Reviews · doi:10.1016/j.brainresrev.2007.04.005 · Cited by 547 · see citing works
Spermidine/spermine N 1 ‐acetyltransferase — the turning point in polyamine metabolism
Casero, R. A., & Pegg, A. E. (1993) · The FASEB Journal · doi:10.1096/fasebj.7.8.8500690 · Cited by 421 · see citing works
Spermidine/spermine- N 1 -acetyltransferase: a key metabolic regulator
Pegg, A. E. (2008) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.90217.2008 · Cited by 351 · see citing works
Klempan, T. A., Sequeira, A., Canetti, L., Lalovic, A., Ernst, C., ffrench-Mullen, J., & Turecki, G. (2009) · Molecular Psychiatry · doi:10.1038/sj.mp.4002110 · Cited by 294 · see citing works
Kelly, T. M., & Mann, J. J. (1996) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.1996.tb09869.x · Cited by 272 · see citing works
mRNA surveillance: the perfect persist
Wagner, E., & Lykke‐Andersen, J. (2002) · Journal of Cell Science · doi:10.1242/jcs.115.15.3033 · Cited by 238 · see citing works
Genetic approaches to the cellular functions of polyamines in mammals
Jänne, J., Alhonen, L. I., Pietilä, M., & Keinänen, T. A. (2004) · European Journal of Biochemistry · doi:10.1111/j.1432-1033.2004.04009.x · Cited by 208 · see citing works
Patterns of gene expression in the limbic system of suicides with and without major depression
Sequeira, A., Klempan, T. A., Canetti, L., ffrench-Mullen, J. M. H., Benkelfat, C., Rouleau, G. A., & Turecki, G. (2007) · Molecular Psychiatry · doi:10.1038/sj.mp.4001969 · Cited by 195 · see citing works
Discovery and validation of blood biomarkers for suicidality
Le-Niculescu, H., Levey, D. F., Ayalew, M., Palmer, L., Gavrin, L. M., Jain, N., Winiger, E., Bhosrekar, S., Shankar, G., Radel, M., et al. (2013) · Molecular Psychiatry · doi:10.1038/mp.2013.95 · Cited by 193 · see citing works
Okoniewski, M. J., & Miller, C. J. (2006) · BMC Bioinformatics · doi:10.1186/1471-2105-7-276 · Cited by 185 · see citing works
Implication of SSAT by Gene Expression and Genetic Variation in Suicide and Major Depression
Sequeira, A., Gwadry, F. G., ffrench‐Mullen, J. M. H., Canetti, L., Gingras, Y., Casero, R. A., Rouleau, G. A., Benkelfat, C., & Turecki, G. (2006) · Archives of General Psychiatry · doi:10.1001/archpsyc.63.1.35 · Cited by 177 · see citing works
Casero, R. A., & Ae, P. (1993) · Cited by 129 · see citing works
Gene Expression Profiling of Depression and Suicide in Human Prefrontal Cortex
Sibille, E. L., Arango, V., Galfalvy, H., Pavlidis, P., Erraji-Benchekroun, L., Ellis, S., & Mann, J. J. (2003) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300335 · Cited by 125 · see citing works
Self-citationGilad, G. M., & Gilad, V. H. (2003) · Cellular and Molecular Neurobiology · doi:10.1023/a:1025036532672 · Cited by 105 · see citing works
Lopez, J. P., Fiori, L. M., Gross, J. A., Labonte, B., Yerko, V., Mechawar, N., & Turecki, G. (2014) · The International Journal of Neuropsychopharmacology · doi:10.1017/s1461145713000941 · Cited by 103 · see citing works
Casero, R. A., Celano, P., Ervin, S. J., et al. (1991) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(17)35245-6 · Cited by 102 · see citing works
Kee, K., Foster, B. A., Merali, S., Kramer, D. L., Hensen, M. L., Diegelman, P., Kisiel, N. D., Vujcic, S., Mazurchuk, R. V., & Porter, C. W. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m406002200 · Cited by 94 · see citing works
Wang, Y., Devereux, W. L., Stewart, T. M., & Casero, R. A. (1999) · Journal of Biological Chemistry · doi:10.1074/jbc.274.31.22095 · Cited by 91 · see citing works
Royce, T. E., Rozowsky, J. S., & Gerstein, M. (2007) · Nucleic Acids Research · doi:10.1093/nar/gkm549 · Cited by 88 · see citing works
Matsui, I., & Pegg, A. E. (1980) · Biochimica et Biophysica Acta (BBA) - General Subjects · doi:10.1016/0304-4165(80)90040-9 · Cited by 86 · see citing works
The emerging era of genomic data integration for analyzing splice isoform function
Li, H. D., Menon, R., Omenn, G. S., & Guan, Y. (2014) · Trends in Genetics · doi:10.1016/j.tig.2014.05.005 · Cited by 86 · see citing works
Hölttä, E., Sinervirta, R., & Jänne, J. (1973) · Biochemical and Biophysical Research Communications · doi:10.1016/0006-291x(73)90929-7 · Cited by 74 · see citing works
Genetic and epigenetic analysis of SSAT gene dysregulation in suicidal behavior
Guipponi, M., Deutsch, S., Kohler, K., Perroud, N. A., Gal, F. L., Vessaz, M., Laforge, T., Petit, B., Jollant, F., Guillaume, S., et al. (2008) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.30901 · Cited by 71 · see citing works
Hyvönen, M. T., Uimari, A., Keinänen, T. A., Heikkinen, S., Pellinen, R., Wahlfors, T., Korhonen, A., Närvänen, A. T. O., Wahlfors, J., Alhonen, L. I., et al. (2006) · RNA · doi:10.1261/rna.39806 · Cited by 68 · see citing works
Epigenetic regulation of spermidine/spermine N1-acetyltransferase (SAT1) in Suicide
Fiori, L. M., & Turecki, G. (2011) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2011.03.015 · Cited by 67 · see citing works
Yanlin, W. A. N. G., Devereux, W. L., Stewart, T. M., & Casero, R. A. (2001) · Biochemical Journal · doi:10.1042/0264-6021:3550045 · Cited by 67 · see citing works
Profiling brain expression of the spermidine/spermine N1‐acetyltransferase 1 (SAT1) gene in suicide
Klempan, T. A., Rujescu, D., Mérette, C., Himmelman, C., Sequeira, A., Canetti, L., Fiori, L. M., Schneider, B., Bureau, A., & Turecki, G. (2009) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.30920 · Cited by 66 · see citing works
Comprehensive molecular screening: from the RT-PCR to the RNA-seq.
Costa, C., Giménez-Capitán, A. A., Karachaliou, N., & Rosell, R. (2013) · Europe PMC (PubMed Central) · doi:10.3978/j.issn.2218-6751.2013.02.05 · Cited by 66 · see citing works
Coleman, C. S., Huang, H., & Pegg, A. E. (1995) · Biochemistry · doi:10.1021/bi00041a020 · Cited by 56 · see citing works
Niiranen, K., Keinänen, T. A., Pirinen, E., Heikkinen, S., Tusa, M., Fátrai, S., Suppola, S., Pietilä, M., Uimari, A., Laakso, M., et al. (2006) · Journal of Cellular and Molecular Medicine · doi:10.1111/j.1582-4934.2006.tb00536.x · Cited by 49 · see citing works
Yanlin, W. A. N. G., Devereux, W. L., Stewart, T. M., et al. (2001) · Biochemical Journal · doi:10.1042/bj3550045 · Cited by 42 · see citing works
Association of Polyaminergic Loci With Anxiety, Mood Disorders, and Attempted Suicide
Fiori, L. M., Wanner, B., Jomphe, V., Croteau, J., Vitaro, F., Tremblay, R. E., Bureau, A., & Turecki, G. (2010) · PLoS ONE · doi:10.1371/journal.pone.0015146 · Cited by 41 · see citing works
Bagher, A. M., Laprairie, R. B., Kelly, M. E. M., & Denovan‐Wright, E. M. (2013) · European Journal of Pharmacology · doi:10.1016/j.ejphar.2013.09.002 · Cited by 37 · see citing works
Fiori, L. M., Mechawar, N., & Turecki, G. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.04.002 · Cited by 36 · see citing works
Gilad, G. M., Gilad, V. H., Casanova, M. F., et al. (1995) · Biological Psychiatry · doi:10.1016/0006-3223(94)00256-3 · Cited by 34 · see citing works
Polyamine-dependent Regulation of Spermidine-Spermine N1-Acetyltransferase mRNA Translation
Butcher, N. J., Broadhurst, G. M., & Minchin, R. F. (2007) · Journal of Biological Chemistry · doi:10.1074/jbc.m701265200 · Cited by 33 · see citing works
Kim, K., Ryu, J., Park, J., Kim, M.-S., & Chun, Y. (2005) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2005.03.121 · Cited by 26 · see citing works
Association of the SAT1 in/del polymorphism with suicide completion
Fiori, L. M., & Turecki, G. (2009) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.31040 · Cited by 22 · see citing works
Gene expression profiling of suicide completers
Fiori, L. M., & Turecki, G. (2010) · European Psychiatry · doi:10.1016/j.eurpsy.2009.12.013 · Cited by 20 · see citing works
Nikiforova, N. N., Velikodvorskaja, T. V., Kachko, A. V., et al. (2002) · Virology · doi:10.1006/viro.2002.1456 · Cited by 19 · see citing works
Alhonen, L. I., Pietilä, M., Halmekytö, M., et al. (1999) · Molecular Pharmacology · doi:10.1016/s0026-895x(24)23031-5 · Cited by 18 · see citing works
Transgenic animals modelling polyamine metabolism-related diseases
Alhonen, L. I., Uimari, A., Pietilä, M., et al. (2009) · Essays in Biochemistry · doi:10.1042/bse0460009 · Cited by 14 · see citing works
Tissue-specific alternative splicing of spermidine/spermine N 1-acetyltransferase
Hyvönen, M. T., Uimari, A., Vepsäläinen, J., et al. (2011) · Amino Acids · doi:10.1007/s00726-011-1027-7 · Cited by 11 · see citing works
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Self-citationA brain-centric model of suicidal behavior
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- Authors
- Pantazatos, S. P., Andrews, S. J., Dunning-Broadbent, J., Pang, J., Huang, Y.-Y., Arango, V., Nagy, P. L., & John Mann, J.
- Affiliations
- New York State Psychiatric Institute (US)
- Columbia University (US)
- Venue
- Neurobiology of Disease
- Publisher
- Elsevier BV
- Published
- 2015-07
- Volume
- 79
- Pages
- 123-134
- ISSN
- 0969-9961 (ISSN-L)
- PMC
- PMC4834874
- OpenAlex
- W1546729188
- Cited by
- 38
- References
- 57
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 4 · 2023: 1 · 2022: 1 · 2021: 4 · 2020: 7 · 2019: 1 · 2018: 6 · 2017: 3 · 2016: 7 · 2015: 1 · 2014: 1
- FWCI
- 2.46
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Neurobiology of Disease (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- NIMH (MH082041)
- Paul Janssen Translational Neuroscience Postdoctoral Fellowship
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Polyamine Metabolism and Applications
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
- Keywords
- SAT1, spermidine/spermine N1-acetyltransferase, major depressive disorder, suicide, polyamine catabolism, gene isoforms, SSAT, alternative splicing, dorsolateral prefrontal cortex, postmortem brain, microRNA, gene expression profiling
- MeSH terms
- Diamine N-Acetyltransferase, Acetyltransferases, Adult, Major Depressive Disorder, Exons, Female, Humans, Male, Middle Aged, Suicide, Linear Models, Prefrontal Cortex, Alternative Splicing, Gene Expression Profiling, MicroRNAs, Transcriptome
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