Investigation of the underling mechanism of ketamine for antidepressant effects in treatment‑refractory affective disorders via molecular profile analysis
Open accessAbstract
Ketamine elicits a rapid antidepressant effect in treatment‑refractory affective disorders. The aim of the present study was to elucidate the underlying mechanism of this effect and to identify potential targets of ketamine for antidepressant effects. GSE73798 and GSE73799 datasets were downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were identified in hippocampus or striatum samples treated with ketamine, phencyclidyne or memantine compared with a saline or normal group at 1, 2, 4 and 8 h. The overlapping DEGs were the DEGs in both hippocampus and striatum samples. Kyoto Encyclopedia of Genes and Genomes and BioCyc databases were used to perform functional annotation and pathway analyses. Protein‑protein interactions (PPIs) were predicted using Search Tool for the Retrieval of Interacting Genes/Proteins version 9.1 for the DEGs in the striatum samples treated with ketamine, phencyclidine or memantine compared with normal samples. Reverse transcription‑quantitative polymerase chain reaction was performed to determine mRNA levels. Perilipin 4 (Plin4), serum/glucocorticoid regulated kinase 1 (Sgk1), kruppel like factor 2 (Klf2) and DDB1 and CUL4 associated factor 12 like 1 (Dcaf12l1) were the overlapping DEGs in the striatum samples treated with the three drugs at different time points. The mRNA expression levels of Plin4, Sgk1 and Klf2 were significantly higher (P<0.05), and the mRNA expression level of Dcaf12l1 was significantly lower in the striatum samples of the ketamine‑treated group compared with the control group in an in vivo experiment. Both Sgk1 and Klf2 were enriched in the ‘forkhead box O (FoxO) signaling pathway’, and Sgk1 was additionally enriched in the ‘mechanistic target of rapamycin kinase (mTOR) signaling pathway’. PPI networks of DEGs in the striatum samples treated with ketamine, phencyclidine and memantine compared with normal samples were constructed, and Klf2 was involved in more pairs and was therefore a gene hub in the three networks. The four genes, Plin4, Sgk1, Klf2 and Dcaf12l1, were differentially expressed in all of the groups that treated with the three drugs and their expression levels were verified in in vivo experiments. The FoxO and mTOR signaling pathways may be involved in the underlying mechanism of the antidepressant effects of ketamine, and Plin4, Sgk1, Klf2 and Dcaf12l1 may be potential biomarkers for depression in N‑methyl‑D‑aspartic acid receptor antagonist treatment.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In striatum of mice, a significant increase of approximately 1.5 to 2-fold in transcriptional levels of SGK1 was observed following acute ketamine treatment.
“In the striatum of mice, a significant increase of approximately 1.5 to 2-fold in the transcriptional levels of SGK1 was observed following acute ketamine treatment”
From Serum/glucocorticoid regulated kinase 1 (SGK1) in neurological disorders: pain or gain (2024) · cites this paper as Qiao et al., 2019
The Results (page unavailable) report that Sgk1 was upregulated in mouse striatum samples after ketamine treatment. They also report a statistically significant increase in striatal Sgk1 mRNA, but that result was from the rat validation experiment. Our copy does not give the claimed approximately 1.5- to 2-fold increase in mice. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Analysis of Relative Gene Expression Data Using Real-Time Quantitative PCR and the 2−ΔΔCT Method
Livak, K. J., & Schmittgen, T. D. (2001) · Methods · doi:10.1006/meth.2001.1262 · Cited by 180,860 · see citing works
Molecular Mechanisms of Depression: Perspectives on New Treatment Strategies
Lang, U. E., & Borgwardt, S. (2013) · Cellular Physiology and Biochemistry · doi:10.1159/000350094 · Cited by 8,501 · see citing works
Mutation of the mouse klotho gene leads to a syndrome resembling ageing
Kuro-o, M., Matsumura, Y., Aizawa, H., Kawaguchi, H., Suga, T., Utsugi, T., Ohyama, Y., Kurabayashi, M., Kaname, T., Kume, E., et al. (1997) · Nature · doi:10.1038/36285 · Cited by 3,837 · see citing works
The molecular neurobiology of depression
Krishnan, V., & Nestler, E. J. (2008) · Nature · doi:10.1038/nature07455 · Cited by 2,889 · see citing works
mTOR-Dependent Synapse Formation Underlies the Rapid Antidepressant Effects of NMDA Antagonists
Li, N., Lee, B., Liu, R.-J., Banasr, M., Dwyer, J. M., Iwata, M., Li, X.-Y., Aghajanian, G., & Duman, R. S. (2010) · Science · doi:10.1126/science.1190287 · Cited by 2,881 · see citing works
Mata, D. A., Ramos, M. A., Bansal, N., Khan, R., Guille, C., Di Angelantonio, E., & Sen, S. (2015) · JAMA · doi:10.1001/jama.2015.15845 · Cited by 1,255 · see citing works
Maeng, S., Zarate, C. A., Du, J., Schloesser, R. J., McCammon, J., Chen, G., & Manji, H. K. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.05.028 · Cited by 1,103 · see citing works
Treatment-resistant depression: therapeutic trends, challenges, and future directions
Al-harbi (2012) · Patient Preference and Adherence · doi:10.2147/ppa.s29716 · Cited by 796 · cited 2× · see citing works
“Phencyclidine 4 (2,2) 0 (0,0) 4 (1,3) 0 (0,0) 20 (18,2) 11 (3,8) 2 (1,1) 9 (7,2)”
BackgroundMurrough, J. W., Perez, A. M., Pillemer, S., Stern, J., Parides, M. K., aan het Rot, M., Collins, K. A., Mathew, S. J., Charney, D. S., & Iosifescu, D. V. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.06.022 · Cited by 786 · see citing works
FOXO Signaling Pathways as Therapeutic Targets in Cancer
Farhan, M., Wang, H., Gaur, U., Little, P. J., Xu, J., & Zheng, W. (2017) · International Journal of Biological Sciences · doi:10.7150/ijbs.20052 · Cited by 538 · see citing works
Signaling pathways underlying the rapid antidepressant actions of ketamine
Duman, R. S., Li, N., Liu, R.-J., Duric, V., & Aghajanian, G. (2012) · Neuropharmacology · doi:10.1016/j.neuropharm.2011.08.044 · Cited by 537 · see citing works
Depression Care in the United States: Too Little for Too Few
González, H. M., Vega, W. A., Williams, D. R., Tarraf, W., West, B. T., & Neighbors, H. W. (2010) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2009.168 · Cited by 418 · see citing works
Krüppel-like transcription factors: A functional family
Pearson, R. C. M., Fleetwood, J., Eaton, S. A., Crossley, M., & Bao, S. (2007) · The International Journal of Biochemistry & Cell Biology · doi:10.1016/j.biocel.2007.07.018 · Cited by 378 · see citing works
Davey, C. G., Yücel, M., & Allen, N. B. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.04.016 · Cited by 377 · see citing works
S3-12, Adipophilin, and TIP47 Package Lipid in Adipocytes
Wolins, N. E., Quaynor, B. K., Skinner, J. R., Schoenfish, M. J., Tzekov, A., & Bickel, P. E. (2005) · Journal of Biological Chemistry · doi:10.1074/jbc.m500978200 · Cited by 353 · see citing works
Anacker, C., Cattaneo, A., Musaelyan, K., Zunszain, P. A., Horowitz, M., Molteni, R., Luoni, A., Calabrese, F., Tansey, K., Gennarelli, M., et al. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1300886110 · Cited by 319 · see citing works
Meijerink, J. P. P., Mandigers, C. M. P. W., van de Locht, L. T., Tönnissen, E., Goodsaid, F. M., & Raemaekers, J. M. M. (2001) · Journal of Molecular Diagnostics · doi:10.1016/s1525-1578(10)60652-6 · Cited by 298 · see citing works
Wang, J., Goffer, Y., Xu, D., Tukey, D. S., Shamir, D. B., Eberle, S. E., Zou, A., Blanck, T. J. J., & Ziff, E. B. (2011) · Anesthesiology · doi:10.1097/aln.0b013e31822f16ae · Cited by 172 · see citing works
Aiyer, R., Mehta, N. D., Güngör, S., & Gulati, A. (2017) · Clinical Journal of Pain · doi:10.1097/ajp.0000000000000547 · Cited by 138 · see citing works
Forkhead Box, Class O Transcription Factors in Brain: Regulation and Behavioral Manifestation
Polter, A. M., Yang, S., Zmijewska, A. A., van Groen, T., Paik, J.-H., DePinho, R. A., Peng, S. L., Jope, R. S., & Li, X. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.08.005 · Cited by 128 · see citing works
Inactivation of Plin4 downregulates Plin5 and reduces cardiac lipid accumulation in mice
Chen, W., Chang, B. H.-J., Wu, X., Li, L., Sleeman, M. W., & Chan, L. (2013) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.00523.2012 · Cited by 111 · see citing works
Saravane, D., Fève, B., Francès, Y., Corruble, E., Lançon, C., Chanson, P., Maison, P., Terra, J.-L., & Azorin, J. (2009) · L Encéphale · doi:10.1016/j.encep.2008.10.014 · Cited by 105 · see citing works
Serotonin targets the DAF-16/FOXO signaling pathway to modulate stress responses
Liang, B., Moussaif, M., Kuan, C.-J., Gargus, J. J., & Sze, J. Y. (2006) · Cell Metabolism · doi:10.1016/j.cmet.2006.11.004 · Cited by 97 · see citing works
Rapid antidepressant effect of ketamine correlates with astroglial plasticity in the hippocampus
Ardalan, M., Rafati, A. H., Nyengaard, J. R., & Wegener, G. (2017) · British Journal of Pharmacology · doi:10.1111/bph.13714 · Cited by 92 · see citing works
Sgk1, a cell survival response in neurodegenerative diseases.
Schoenebeck, B., Bader, V., Zhu, X.-R., Schmitz, B., Lübbert, H., & Stichel, C. (2005) · Molecular and cellular neurosciences · doi:10.1016/j.mcn.2005.07.017 · Cited by 85 · see citing works
Peters, S. J., Samjoo, I. A., Devries, M. C., Stevic, I., Robertshaw, H. A., & Tarnopolsky, M. A. (2012) · Applied Physiology, Nutrition, and Metabolism · doi:10.1139/h2012-059 · Cited by 81 · see citing works
Are there depression and anxiety genetic markers and mutations? A systematic review
Lacerda-Pinheiro, S. D. F., Pinheiro, R. F. F., de Lima, M. A. P., da Silva, C. G. L., dos Santos, M. D. S. V., Júnior, A. G. T., de Oliveira, P. N. L., Ribeiro, K. D. B., Neto, M. L. R., & Bianco, B. A. V. (2014) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.07.016 · Cited by 69 · see citing works
Soenen, S., Mariman, E. C. M., Vogels, N., Bouwman, F. G., den Hoed, M., Brown, L., & Westerterp‐Plantenga, M. S. (2009) · Physiology & Behavior · doi:10.1016/j.physbeh.2009.01.011 · Cited by 47 · see citing works
Moghadam, Z. B., Saadat, M., & Saadat, E. (2015) · Journal of Human Reproductive Sciences · doi:10.4103/0974-1208.153128 · Cited by 42 · see citing works
Molecular profile of dissociative drug ketamine in relation to its rapid antidepressant action
Ficek, J., Zygmunt, M., Piechota, M., Hoinkis, D., Rodriguez Parkitna, J., Przewlocki, R., & Korostynski, M. (2016) · BMC Genomics · doi:10.1186/s12864-016-2713-3 · Cited by 42 · see citing works
Use of ketamine in severe status asthmaticus in intensive care unit.
Heshmati, F., Zeinali, M. B., Noroozinia, H., Abbacivash, R., & Mahoori, A. (2003) · PubMed · Cited by 41 · see citing works
Ramasamy, R., Ridgeway, A., Lipshultz, L. I., & Lamb, D. J. (2014) · Fertility and Sterility · doi:10.1016/j.fertnstert.2014.06.028 · Cited by 40 · see citing works
Rasmussen, K. G. (2013) · Acta Neuropsychiatrica · doi:10.1017/neu.2013.61 · Cited by 39 · see citing works
General medical with depression drugs associated.
Rogers, D., & Pies, R. W. (2008) · Europe PMC (PubMed Central) · Cited by 35 · see citing works
Huang, P., Zhou, Z., Shi, F., Shao, G., Wang, R., Wang, J., Wang, K., & Ding, W. (2016) · Molecular Medicine Reports · doi:10.3892/mmr.2016.5880 · Cited by 32 · see citing works
The role of GRIK4 gene in treatment-resistant depression
Milanesi, E., Bonvicini, C., Congiu, C., Bortolomasi, M., Gainelli, G., Gennarelli, M., & Minelli, A. (2015) · Genetics Research · doi:10.1017/s0016672315000142 · Cited by 26 · see citing works
Ketamine May Be the First Choice for Anesthesia in Burn Patients
Çeber, M., & Salihoğlu, T. (2006) · Journal of Burn Care & Research · doi:10.1097/01.bcr.0000238091.41737.7c · Cited by 24 · see citing works
Serotonin 2A Receptor Gene (HTR2A) Regulatory Variants
Gadow, K. D., Smith, R. M., & Pinsonneault, J. K. (2014) · Cognitive and Behavioral Neurology · doi:10.1097/wnn.0000000000000028 · Cited by 23 · see citing works
Leung, L.-W. S., & Ma, J. (2017) · Schizophrenia Research · doi:10.1016/j.schres.2017.07.053 · Cited by 23 · see citing works
Daniela Gerovska, D., & Araúzo-Bravo, M. J. (2016) · Molecular Human Reproduction · doi:10.1093/molehr/gav072 · Cited by 18 · see citing works
Candidate gene study reveals DRD1 and DRD2 as putative interacting risk factors for youth depression
Corrales, E., Navarro, A., Cuenca, P., & Campos, D. (2016) · Psychiatry Research · doi:10.1016/j.psychres.2016.07.032 · Cited by 11 · see citing works
Miller, O. H., Grabole, N., Wells, I., & Hall, B. J. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/254904 · Cited by 4 · see citing works
The establishment and evaluation of chronic unpredictable mild stress depression model
Li, X. (2003) · Zhonghua xingwei yixue yu naokexue zazhi · Cited by 2 · see citing works
The establishment and evaluation of chronic unpredictable mild stress depression model
许晶, & 李晓秋 (2003) · 中国行为医学科学 · doi:10.3760/cma.j.issn.1674-6554.2003.01.006 · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [40]Farhan M Wang H Gaur U Little PJ Xu J Zheng W FOXO signaling pathways as therapeutic targets in cancer Int J Biol Sci 13 815 827 2017 10.7150/ijbs.20052 28808415 PMC5555100 · DOI
Cited by
Sorted by citations
Dattilo, V., Amato, R., Perrotti, N., & Gennarelli, M. (2020) · Frontiers in Genetics · doi:10.3389/fgene.2020.00826 · Cited by 49 · see citing works
Chen, Z., Xie, D.-F., Liu, Z., Zhong, Y., Zeng, J., Chen, Z., & Chen, X. (2020) · PLoS ONE · doi:10.1371/journal.pone.0239843 · Cited by 26 · see citing works
Potter, S., Sifers, J., Yocom, E., Blümich, S. L. E., Potter, R., Nadolski, J., Harrison, D. A., & Cooper, R. L. (2019) · Biology Open · doi:10.1242/bio.046508 · Cited by 14 · see citing works
Serum/glucocorticoid regulated kinase 1 (SGK1) in neurological disorders: pain or gain
Howard, P. G., Zou, P., Zhang, Y., Huang, F., Tesic, V., Wu, C. Y.-C., & Lee, R. H.-C. (2024) · Experimental Neurology · doi:10.1016/j.expneurol.2024.114973 · Cited by 13 · see citing works
Ji, X., & Zhao, Z. (2023) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2023.01.002 · Cited by 12 · see citing works
Liu, F., Tian, S., Liu, Q., Deng, Y., He, Q., Shi, Q., Chen, G., Xu, X., Yuan, J., Nakamura, S., et al. (2024) · Cancer Medicine · doi:10.1002/cam4.6995 · Cited by 10 · see citing works
Antidepressants and memory effects of ketamine under the neuromolecular view: A literature review
da Silva, F. P. G., Gabriel Rezende, M., Scapatici, L. P., Zanelatto, D. A. L., Lombardi, B. C., Vidal, C., Wiedmer, D. B., Lucas, S., Minhoto, G. R., & Andreatini, R. (2023) · Archives of Depression and Anxiety · doi:10.17352/2455-5460.000073
Drugs under investigation for treatment-resistant depression
Costa, A. P., Machado‐Vieira, R., & Kaster, M. P. (2022) · Elsevier eBooks · doi:10.1016/b978-0-12-824067-0.00034-7
- Authors
- Qiao, J., Sun, Y., Wu, J., & Wang, L.
- Affiliations
- Hebei Medical University (CN)
- Corresponding author
- Wang, Li
- Venue
- Experimental and Therapeutic Medicine
- Publisher
- Spandidos Publications
- Published
- 2019-05-30
- Volume
- 18
- Issue
- 1
- Pages
- 580-588
- ISSN
- 1792-0981 (ISSN-L)
- 1792-1015
- PMC
- PMC6580107
- OpenAlex
- W2947392297
- Cited by
- 8
- References
- 44
- Citations by year
- 2024: 2 · 2023: 2 · 2022: 1 · 2020: 2 · 2019: 1
- FWCI
- 0.62
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- cc-by
- Locations
- Experimental and Therapeutic Medicine (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Life Sciences › Neuroscience › Biological Psychiatry › Tryptophan and brain disorders
- Health Sciences › Medicine › Psychiatry and Mental health › Electroconvulsive Therapy Studies
- Keywords
- ketamine, antidepressant mechanism, treatment-resistant depression, phencyclidine, memantine, striatum, hippocampus, differentially expressed genes, protein-protein interaction network, FoxO signaling, mTOR signaling, PLIN4, SGK1, KLF2, rapid antidepressant effects, NMDA receptor
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review