Literature DB >> 33589676

Creation of a gene expression portrait of depression and its application for identifying potential treatments.

Stephen C Gammie1.   

Abstract

Depression is a complex mental health disorder and the goal here was to identify a consistent underlying portrait of expression that ranks all genes from most to least dysregulated and indicates direction of change relative to controls. Using large-scale neural gene expression depression datasets, a combined portrait (for men and women) was created along with one for men and one for women only. The depressed brain was characterized by a "hypo" state, that included downregulation of activity-related genes, including EGR1, FOS, and ARC, and indications of a lower brain temperature and sleep-like state. MAP kinase and BDNF pathways were enriched with overlapping genes. Expression patterns suggested decreased signaling for GABA and for neuropeptides, CRH, SST, and CCK. GWAS depression genes were among depression portrait genes and common genes of interest included SPRY2 and PSEN2. The portraits were used with the drug repurposing approach of signature matching to identify treatments that could reverse depression gene expression patterns. Exercise was identified as the top treatment for depression for the combined and male portraits. Other non-traditional treatments that scored well were: curcumin, creatine, and albiflorin. Fluoxetine scored best among typical antidepressants. The creation of the portraits of depression provides new insights into the complex landscape of depression and a novel platform for evaluating and identifying potential new treatments.

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Year:  2021        PMID: 33589676      PMCID: PMC7884719          DOI: 10.1038/s41598-021-83348-0

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  77 in total

Review 1.  The role of NR4A transcription factors in memory formation.

Authors:  Josh D Hawk; Ted Abel
Journal:  Brain Res Bull       Date:  2011-02-18       Impact factor: 4.077

Review 2.  The future of rodent models in depression research.

Authors:  Anand Gururajan; Andreas Reif; John F Cryan; David A Slattery
Journal:  Nat Rev Neurosci       Date:  2019-10-02       Impact factor: 34.870

3.  mRNA expression signatures of human skeletal muscle atrophy identify a natural compound that increases muscle mass.

Authors:  Steven D Kunkel; Manish Suneja; Scott M Ebert; Kale S Bongers; Daniel K Fox; Sharon E Malmberg; Fariborz Alipour; Richard K Shields; Christopher M Adams
Journal:  Cell Metab       Date:  2011-06-08       Impact factor: 27.287

Review 4.  Depression, Serotonin and Tryptophan.

Authors:  Liliana Dell'Osso; Claudia Carmassi; Federico Mucci; Donatella Marazziti
Journal:  Curr Pharm Des       Date:  2016       Impact factor: 3.116

5.  Rank-rank hypergeometric overlap: identification of statistically significant overlap between gene-expression signatures.

Authors:  Seema B Plaisier; Richard Taschereau; Justin A Wong; Thomas G Graeber
Journal:  Nucleic Acids Res       Date:  2010-07-21       Impact factor: 16.971

6.  Genome-wide meta-analysis of depression identifies 102 independent variants and highlights the importance of the prefrontal brain regions.

Authors:  David M Howard; Mark J Adams; Toni-Kim Clarke; Jonathan D Hafferty; Jude Gibson; Masoud Shirali; Jonathan R I Coleman; Saskia P Hagenaars; Joey Ward; Eleanor M Wigmore; Clara Alloza; Xueyi Shen; Miruna C Barbu; Eileen Y Xu; Heather C Whalley; Riccardo E Marioni; David J Porteous; Gail Davies; Ian J Deary; Gibran Hemani; Klaus Berger; Henning Teismann; Rajesh Rawal; Volker Arolt; Bernhard T Baune; Udo Dannlowski; Katharina Domschke; Chao Tian; David A Hinds; Maciej Trzaskowski; Enda M Byrne; Stephan Ripke; Daniel J Smith; Patrick F Sullivan; Naomi R Wray; Gerome Breen; Cathryn M Lewis; Andrew M McIntosh
Journal:  Nat Neurosci       Date:  2019-02-04       Impact factor: 28.771

7.  Postmortem transcriptional profiling reveals widespread increase in inflammation in schizophrenia: a comparison of prefrontal cortex, striatum, and hippocampus among matched tetrads of controls with subjects diagnosed with schizophrenia, bipolar or major depressive disorder.

Authors:  Thomas A Lanz; Veronica Reinhart; Mark J Sheehan; Stacey J Sukoff Rizzo; Susan E Bove; Larry C James; Dmitri Volfson; David A Lewis; Robin J Kleiman
Journal:  Transl Psychiatry       Date:  2019-05-23       Impact factor: 6.222

8.  STRING v11: protein-protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets.

Authors:  Damian Szklarczyk; Annika L Gable; David Lyon; Alexander Junge; Stefan Wyder; Jaime Huerta-Cepas; Milan Simonovic; Nadezhda T Doncheva; John H Morris; Peer Bork; Lars J Jensen; Christian von Mering
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

9.  Seasonal changes in NRF2 antioxidant pathway regulates winter depression-like behavior.

Authors:  Tomoya Nakayama; Kousuke Okimura; Jiachen Shen; Ying-Jey Guh; T Katherine Tamai; Akiko Shimada; Souta Minou; Yuki Okushi; Tsuyoshi Shimmura; Yuko Furukawa; Naoya Kadofusa; Ayato Sato; Toshiya Nishimura; Minoru Tanaka; Kei Nakayama; Nobuyuki Shiina; Naoyuki Yamamoto; Andrew S Loudon; Taeko Nishiwaki-Ohkawa; Ai Shinomiya; Toshitaka Nabeshima; Yusuke Nakane; Takashi Yoshimura
Journal:  Proc Natl Acad Sci U S A       Date:  2020-04-10       Impact factor: 11.205

Review 10.  The Functional and Clinical Significance of the 24-Hour Rhythm of Circulating Glucocorticoids.

Authors:  Henrik Oster; Etienne Challet; Volker Ott; Emanuela Arvat; E Ronald de Kloet; Derk-Jan Dijk; Stafford Lightman; Alexandros Vgontzas; Eve Van Cauter
Journal:  Endocr Rev       Date:  2017-02-01       Impact factor: 19.871

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  4 in total

1.  Evaluation of animal model congruence to human depression based on large-scale gene expression patterns of the CNS.

Authors:  Stephen C Gammie
Journal:  Sci Rep       Date:  2022-01-07       Impact factor: 4.379

Review 2.  Novel drug developmental strategies for treatment-resistant depression.

Authors:  Éva Borbély; Mária Simon; Eberhard Fuchs; Ove Wiborg; Boldizsár Czéh; Zsuzsanna Helyes
Journal:  Br J Pharmacol       Date:  2022-01-26       Impact factor: 9.473

3.  Depression and bipolar disorder subtypes differ in their genetic correlations with biological rhythms.

Authors:  Lea Sirignano; Fabian Streit; Josef Frank; Lea Zillich; Stephanie H Witt; Marcella Rietschel; Jerome C Foo
Journal:  Sci Rep       Date:  2022-09-21       Impact factor: 4.996

4.  Alzheimer's disease large-scale gene expression portrait identifies exercise as the top theoretical treatment.

Authors:  Mason A Hill; Stephen C Gammie
Journal:  Sci Rep       Date:  2022-10-13       Impact factor: 4.996

  4 in total

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