Literature DB >> 33175283

Modeling suggests combined-drug treatments for disorders impairing synaptic plasticity via shared signaling pathways.

Paul Smolen1, Marcelo A Wood2, Douglas A Baxter3, John H Byrne3.   

Abstract

Genetic disorders such as Rubinstein-Taybi syndrome (RTS) and Coffin-Lowry syndrome (CLS) cause lifelong cognitive disability, including deficits in learning and memory. Can pharmacological therapies be suggested that improve learning and memory in these disorders? To address this question, we simulated drug effects within a computational model describing induction of late long-term potentiation (L-LTP). Biochemical pathways impaired in these and other disorders converge on a common target, histone acetylation by acetyltransferases such as CREB binding protein (CBP), which facilitates gene induction necessary for L-LTP. We focused on four drug classes: tropomyosin receptor kinase B (TrkB) agonists, cAMP phosphodiesterase inhibitors, histone deacetylase inhibitors, and ampakines. Simulations suggested each drug type alone may rescue deficits in L-LTP. A potential disadvantage, however, was the necessity of simulating strong drug effects (high doses), which could produce adverse side effects. Thus, we investigated the effects of six drug pairs among the four classes described above. These combination treatments normalized impaired L-LTP with substantially smaller individual drug 'doses'. In addition three of these combinations, a TrkB agonist paired with an ampakine and a cAMP phosphodiesterase inhibitor paired with a TrkB agonist or an ampakine, exhibited strong synergism in L-LTP rescue. Therefore, we suggest these drug combinations are promising candidates for further empirical studies in animal models of genetic disorders that impair histone acetylation, L-LTP, and learning.

Entities:  

Keywords:  Computational; Drug combination; Feedback; Learning; Simulation; Synergism

Mesh:

Substances:

Year:  2020        PMID: 33175283      PMCID: PMC7878405          DOI: 10.1007/s10827-020-00771-4

Source DB:  PubMed          Journal:  J Comput Neurosci        ISSN: 0929-5313            Impact factor:   1.621


  138 in total

1.  Reversible inhibition of CREB/ATF transcription factors in region CA1 of the dorsal hippocampus disrupts hippocampus-dependent spatial memory.

Authors:  Christopher Pittenger; Yan You Huang; Ronald F Paletzki; Roussoudan Bourtchouladze; Heather Scanlin; Svetlana Vronskaya; Eric R Kandel
Journal:  Neuron       Date:  2002-04-25       Impact factor: 17.173

2.  Distinct Roles of PKCι/λ and PKMζ in the Initiation and Maintenance of Hippocampal Long-Term Potentiation and Memory.

Authors:  Shaoli Wang; Tao Sheng; Siqiang Ren; Tian Tian; Wei Lu
Journal:  Cell Rep       Date:  2016-08-04       Impact factor: 9.423

3.  Mutations in the Chromatin Regulator Gene BRPF1 Cause Syndromic Intellectual Disability and Deficient Histone Acetylation.

Authors:  Kezhi Yan; Justine Rousseau; Rebecca Okashah Littlejohn; Courtney Kiss; Anna Lehman; Jill A Rosenfeld; Constance T R Stumpel; Alexander P A Stegmann; Laurie Robak; Fernando Scaglia; Thi Tuyet Mai Nguyen; He Fu; Norbert F Ajeawung; Maria Vittoria Camurri; Lin Li; Alice Gardham; Bianca Panis; Mohammed Almannai; Maria J Guillen Sacoto; Berivan Baskin; Claudia Ruivenkamp; Fan Xia; Weimin Bi; Megan T Cho; Thomas P Potjer; Gijs W E Santen; Michael J Parker; Natalie Canham; Margaret McKinnon; Lorraine Potocki; Jennifer J MacKenzie; Elizabeth R Roeder; Philippe M Campeau; Xiang-Jiao Yang
Journal:  Am J Hum Genet       Date:  2016-12-08       Impact factor: 11.025

4.  Role of CREB in transcriptional regulation of CCAAT/enhancer-binding protein beta gene during adipogenesis.

Authors:  Jiang-Wen Zhang; Dwight J Klemm; Charles Vinson; M Daniel Lane
Journal:  J Biol Chem       Date:  2003-10-30       Impact factor: 5.157

5.  TrkB activation by 7, 8-dihydroxyflavone increases synapse AMPA subunits and ameliorates spatial memory deficits in a mouse model of Alzheimer's disease.

Authors:  Lei Gao; Mi Tian; Hong-Yun Zhao; Qian-Qian Xu; Yu-Ming Huang; Qun-Cao Si; Qing Tian; Qing-Ming Wu; Xia-Min Hu; Li-Bo Sun; Shawn M McClintock; Yan Zeng
Journal:  J Neurochem       Date:  2015-12-29       Impact factor: 5.372

Review 6.  Coffin-Lowry syndrome.

Authors:  Patricia Marques Pereira; Anne Schneider; Solange Pannetier; Delphine Heron; André Hanauer
Journal:  Eur J Hum Genet       Date:  2009-11-04       Impact factor: 4.246

7.  Dendrite development regulated by CREST, a calcium-regulated transcriptional activator.

Authors:  Hiroyuki Aizawa; Shu-Ching Hu; Kathryn Bobb; Karthik Balakrishnan; Gulayse Ince; Inga Gurevich; Mitra Cowan; Anirvan Ghosh
Journal:  Science       Date:  2004-01-09       Impact factor: 47.728

8.  A positive autoregulatory BDNF feedback loop via C/EBPβ mediates hippocampal memory consolidation.

Authors:  Dhananjay Bambah-Mukku; Alessio Travaglia; Dillon Y Chen; Gabriella Pollonini; Cristina M Alberini
Journal:  J Neurosci       Date:  2014-09-10       Impact factor: 6.167

9.  Superior long-term synaptic memory induced by combining dual pharmacological activation of PKA and ERK with an enhanced training protocol.

Authors:  Rong-Yu Liu; Curtis Neveu; Paul Smolen; Leonard J Cleary; John H Byrne
Journal:  Learn Mem       Date:  2017-06-15       Impact factor: 2.460

10.  PKCα integrates spatiotemporally distinct Ca2+ and autocrine BDNF signaling to facilitate synaptic plasticity.

Authors:  Lesley A Colgan; Mo Hu; Jaime A Misler; Paula Parra-Bueno; Corey M Moran; Michael Leitges; Ryohei Yasuda
Journal:  Nat Neurosci       Date:  2018-07-16       Impact factor: 24.884

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  2 in total

1.  Computational analysis of memory consolidation following inhibitory avoidance (IA) training in adult and infant rats: Critical roles of CaMKIIα and MeCP2.

Authors:  Yili Zhang; Paul Smolen; Cristina M Alberini; Douglas A Baxter; John H Byrne
Journal:  PLoS Comput Biol       Date:  2022-06-27       Impact factor: 4.779

2.  Histone Deacetylase Inhibitors Ameliorate Morphological Defects and Hypoexcitability of iPSC-Neurons from Rubinstein-Taybi Patients.

Authors:  Valentina Alari; Paolo Scalmani; Paola Francesca Ajmone; Sara Perego; Sabrina Avignone; Ilaria Catusi; Paola Adele Lonati; Maria Orietta Borghi; Palma Finelli; Benedetta Terragni; Massimo Mantegazza; Silvia Russo; Lidia Larizza
Journal:  Int J Mol Sci       Date:  2021-05-28       Impact factor: 5.923

  2 in total

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