About 20–30% of patients with major depressive disorder (MDD) develop treatment-resistant depression (TRD) and finding new effective treatments for TRD has been a challenge. This study aimed to identify new possible pharmacological options for TRD. Genes in pathways included in predictive models of TRD in a previous whole exome sequence study were compared with those coding for targets of drugs in any phase of development, nutraceuticals, proteins and peptides from Drug repurposing Hub, Drug-Gene Interaction database and DrugBank database. We tested if known gene targets were enriched in TRD-associated genes by a hypergeometric test. Compounds enriched in TRD-associated genes after false-discovery rate (FDR) correction were annotated and compared with those showing enrichment in genes associated with MDD in the last Psychiatric Genomics Consortium genome-wide association study. Among a total of 15,475 compounds, 542 were enriched in TRD-associated genes (FDR p < .05). Significant results included drugs which are currently used in TRD (e.g. lithium and ketamine), confirming the rationale of this approach. Interesting molecules included modulators of inflammation, renin-angiotensin system, proliferator-activated receptor agonists, glycogen synthase kinase 3 beta inhibitors and the rho associated kinase inhibitor fasudil. Nutraceuticals, mostly antioxidant polyphenols, were also identified. Drugs showing enrichment for TRD-associated genes had a higher probability of enrichment for MDD-associated genes compared to those having no TRD-genes enrichment (p = 6.21e-55). This study suggested new potential treatments for TRD using a in silico approach. These analyses are exploratory only but can contribute to the identification of drugs to study in future clinical trials.

Drug repositioning for treatment-resistant depression: Hypotheses from a pharmacogenomic study / C. Fabbri, S. Kasper, J. Zohar, D. Souery, S. Montgomery, D. Albani, G. Forloni, P. Ferentinos, D. Rujescu, J. Mendlewicz, D. De Ronchi, M.A. Riva, C.M. Lewis, A. Serretti. - In: PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY. - ISSN 0278-5846. - 104(2021 Jan 10). [10.1016/j.pnpbp.2020.110050]

Drug repositioning for treatment-resistant depression: Hypotheses from a pharmacogenomic study

M.A. Riva;
2021

Abstract

About 20–30% of patients with major depressive disorder (MDD) develop treatment-resistant depression (TRD) and finding new effective treatments for TRD has been a challenge. This study aimed to identify new possible pharmacological options for TRD. Genes in pathways included in predictive models of TRD in a previous whole exome sequence study were compared with those coding for targets of drugs in any phase of development, nutraceuticals, proteins and peptides from Drug repurposing Hub, Drug-Gene Interaction database and DrugBank database. We tested if known gene targets were enriched in TRD-associated genes by a hypergeometric test. Compounds enriched in TRD-associated genes after false-discovery rate (FDR) correction were annotated and compared with those showing enrichment in genes associated with MDD in the last Psychiatric Genomics Consortium genome-wide association study. Among a total of 15,475 compounds, 542 were enriched in TRD-associated genes (FDR p < .05). Significant results included drugs which are currently used in TRD (e.g. lithium and ketamine), confirming the rationale of this approach. Interesting molecules included modulators of inflammation, renin-angiotensin system, proliferator-activated receptor agonists, glycogen synthase kinase 3 beta inhibitors and the rho associated kinase inhibitor fasudil. Nutraceuticals, mostly antioxidant polyphenols, were also identified. Drugs showing enrichment for TRD-associated genes had a higher probability of enrichment for MDD-associated genes compared to those having no TRD-genes enrichment (p = 6.21e-55). This study suggested new potential treatments for TRD using a in silico approach. These analyses are exploratory only but can contribute to the identification of drugs to study in future clinical trials.
English
Drug repurposing; Major depression; Pharmacogenetics; Treatment-resistant depression
Settore BIO/14 - Farmacologia
Articolo
Esperti anonimi
Pubblicazione scientifica
10-gen-2021
Elsevier
104
110050
11
Pubblicato
Periodico con rilevanza internazionale
scopus
pubmed
datacite
crossref
Aderisco
info:eu-repo/semantics/article
Drug repositioning for treatment-resistant depression: Hypotheses from a pharmacogenomic study / C. Fabbri, S. Kasper, J. Zohar, D. Souery, S. Montgomery, D. Albani, G. Forloni, P. Ferentinos, D. Rujescu, J. Mendlewicz, D. De Ronchi, M.A. Riva, C.M. Lewis, A. Serretti. - In: PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY. - ISSN 0278-5846. - 104(2021 Jan 10). [10.1016/j.pnpbp.2020.110050]
partially_open
Prodotti della ricerca::01 - Articolo su periodico
14
262
Article (author)
no
C. Fabbri, S. Kasper, J. Zohar, D. Souery, S. Montgomery, D. Albani, G. Forloni, P. Ferentinos, D. Rujescu, J. Mendlewicz, D. De Ronchi, M.A. Riva, C.M. Lewis, A. Serretti
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/790753
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