Transcriptomics in Interferon-α-Treated Patients Identifies Inflammation-, Neuroplasticity- and Oxidative Stress-Related Signatures as Predictors and Correlates of Depression

被引:51
作者
Hepgul, Nilay [1 ]
Cattaneo, Annamaria [1 ,2 ]
Agarwal, Kosh [3 ]
Baraldi, Sara [1 ]
Borsini, Alessandra [1 ]
Bufalino, Chiara [1 ]
Forton, Daniel M. [4 ]
Mondelli, Valeria [1 ]
Nikkheslat, Naghmeh [1 ]
Lopizzo, Nicola [2 ]
Riva, Marco A. [5 ]
Russell, Alice [1 ]
Hotopf, Matthew [1 ]
Pariante, Carmine M. [1 ]
机构
[1] Kings Coll London, Inst Psychiat Psychol & Neurosci, Dept Psychol Med, Cutcombe Rd, London SE5 9RT, England
[2] Univ Brescia, IRCCS Fatebenefratelli, Brescia, Italy
[3] Kings Coll Hosp London, Inst Liver Studies, London, England
[4] St George Hosp, Dept Gastroenterol & Hepatol, London, England
[5] Univ Milan, Dept Pharmacol & Biomol Sci, Milan, Italy
基金
英国惠康基金; 英国医学研究理事会;
关键词
CHRONIC HEPATITIS-C; BLOOD MONONUCLEAR-CELLS; ACTIVATED PROTEIN-KINASE; GENE-EXPRESSION; ALTERED EXPRESSION; HPA AXIS; BRAIN; ASSOCIATION; BIOLOGY; CORTEX;
D O I
10.1038/npp.2016.50
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Owing to the unique opportunity to assess individuals before and after they develop depression within a short timeframe, interferon-alpha (IFN-a) treatment for chronic hepatitis C virus (HCV) infection is an ideal model to identify molecular mechanisms relevant to major depression, especially in the context of enhanced inflammation. Fifty-eight patients were assessed prospectively, at baseline and monthly over 24 weeks of IFN-alpha treatment. New-onset cases of depression were determined using the Mini International Neuropsychiatric Interview (MINI). Whole-blood transcriptomic analyses were conducted to investigate the following: (I) baseline gene expression differences associated with future development of IFN-alpha-induced depression, before IFN-alpha, and (2) longitudinal gene expression changes from baseline to weeks 4 or 24 of IFN-alpha treatment, separately in those who did and did not develop depression. Transcriptomics data were analyzed using Partek Genomics Suite (I.4-fold, FDR adjusted p <= 0.05) and Ingenuity Pathway Analysis Software. Twenty patients (34%) developed 1FN-alpha-induced depression. At baseline, 73 genes were differentially expressed in patients who later developed depression compared with those who did not. After 4 weeks of IFN-a treatment, 592 genes were modulated in the whole sample, representing primarily IFN-alpha-responsive genes. Substantially more genes were modulated only in patients who developed depression (n = 506, compared with n = 70 in patients who did not), with enrichment in inflammation-, neuroplasticity- and oxidative stress-related pathways. A similar picture was observed at week 24. Our data indicate that patients who develop IFN-alpha-induced depression have an increased biological sensitivity to IFN-alpha, as shown by larger gene expression changes, and specific signatures both as predictors and as correlates.
引用
收藏
页码:2502 / 2511
页数:10
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[1]   Interferon-induced depression in chronic hepatitis C: A review of its prevalence, risk factors, biology, and treatment approaches [J].
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