Systems Biology of Immunomodulation for Post-Stroke Neuroplasticity: Multimodal Implications of Pharmacotherapy and Neurorehabilitation

被引:31
作者
Alam, Mohammed Aftab [1 ]
Rallabandi, V. P. Subramanyam [1 ]
Roy, Prasun K. [1 ]
机构
[1] Natl Brain Res Ctr, Gurgaon, India
关键词
stroke; neuroprotection; rehabilitation; minocycline; direct current stimulation; transcranial magnetic stimulation; FOCAL CEREBRAL-ISCHEMIA; P70; S6; KINASE; MAGNETIC STIMULATION RTMS; ELONGATION FACTOR-II; NF-KAPPA-B; PROTEIN-KINASE; IN-VITRO; SYNAPTIC PLASTICITY; MESSENGER-RNA; MAP KINASE;
D O I
10.3389/fneur.2016.00094
中图分类号
R74 [神经病学与精神病学];
学科分类号
100204 [神经病学];
摘要
Aims: Recent studies indicate that anti-inflammatory drugs, act as a double-edged sword, not only exacerbating secondary brain injury but also contributing to neurological recovery after stroke. Our aim is to explore whether there is a beneficial role for neuroprotection and functional recovery using anti-inflammatory drug along with neurorehabilitation therapy using transcranial direct current stimulation (tDCS) and repetitive transcranial magnetic stimulation (rTMS), so as to improve functional recovery after ischemic stroke. Methods: We develop a computational systems biology approach from preclinical data, using ordinary differential equations, to study the behavior of both phenotypes of microglia, such as M1 type (pro-inflammatory) vis-a-vis M2 type (anti-inflammatory) under anti-inflammatory drug action (minocycline). We explore whether pharmacological treatment along with cerebral stimulation using tDCS and rTMS is beneficial or not. We utilize the systems pathway analysis of minocycline in nuclear factor kappa beta (NF-KB) signaling and neurorehabilitation therapy using tDCS and rTMS that act through brain-derived neurotrophic factor (BDNF) and tropomyosin-related kinase B (TrkB) signaling pathways. Results: We demarcate the role of neuroinflammation and immunomodulation in post stroke recovery, under minocycline activated-microglia and neuroprotection together with improved neurogenesis, synaptogenesis, and functional recovery under the action of rTMS or tDCS. We elucidate the feasibility of utilizing rTMS/tDCS to increase neuroprotection across the reperfusion stage during minocycline administration. We delineate that the signaling pathways of minocycline by modulation of inflammatory genes in NF-KB and proteins activated by tDCS and rTMS through BDNF, TrkB, and calmodulin kinase (CaMK) signaling. Utilizing systems biology approach, we show that the activation pathways for pharmacotherapy (minocycline) and neurorehabilitation (rTMS applied to ipsilesional cortex and tDCS) results into increased neuronal and synaptic activity that commonly occur through activation of N-methyl-D-aspartate receptors. We construe that considerable additive neuroprotection effect would be obtained and delayed reperfusion injury can be remedied, if one uses multimodal intervention of minocycline together with tDCS and rTMS. Conclusion: Additive beneficial effect is, thus, noticed for pharmacotherapy along with neurorehabilitation therapy, by maneuvering the dynamics of immunomodulation using anti-inflammatory drug and cerebral stimulation for augmenting the functional recovery after stroke, which may engender clinical applicability for enhancing plasticity, rehabilitation, and neurorestoration.
引用
收藏
页数:16
相关论文
共 110 条
[1]
A computer-based model for the regulation of mitogen activated protein kinase (MAPK) activation [J].
Aksan, I ;
Kurnaz, ML .
JOURNAL OF RECEPTORS AND SIGNAL TRANSDUCTION, 2003, 23 (2-3) :197-209
[2]
Characterization of a 3-phosphoinositide-dependent protein kinase which phosphorylates and activates protein kinase B alpha [J].
Alessi, DR ;
James, SR ;
Downes, CP ;
Holmes, AB ;
Gaffney, PRJ ;
Reese, CB ;
Cohen, P .
CURRENT BIOLOGY, 1997, 7 (04) :261-269
[3]
Mechanism of activation and function of protein kinase B [J].
Alessi, DR ;
Cohen, P .
CURRENT OPINION IN GENETICS & DEVELOPMENT, 1998, 8 (01) :55-62
[4]
3 Phosphoinositide-dependent protein kinase 1 (PDK1) phosphorylates and activates the p70 S6 kinase in vivo and in vitro [J].
Alessi, DR ;
Kozlowski, MT ;
Weng, QP ;
Morrice, N ;
Avruch, J .
CURRENT BIOLOGY, 1998, 8 (02) :69-81
[5]
The TrkB-Shc site signals neuronal survival and local axon growth via MEK and PI3-kinase [J].
Atwal, JK ;
Massie, B ;
Miller, FD ;
Kaplan, DR .
NEURON, 2000, 27 (02) :265-277
[6]
NF-κB, Inflammation, and Metabolic Disease [J].
Baker, Rebecca G. ;
Hayden, Matthew S. ;
Ghosh, Sankar .
CELL METABOLISM, 2011, 13 (01) :11-22
[7]
Neurobiology - Neurotrophin channels excitement [J].
Barde, YA .
NATURE, 2002, 419 (6908) :683-684
[8]
Continuous exposure to brain-derived neurotrophic factor is required for persistent activation of TrkB receptor, the ERK signaling pathway, and the induction of neuropeptide Y production in cortical cultures [J].
Barnea, A ;
Roberts, J ;
Croll, SD .
BRAIN RESEARCH, 2004, 1020 (1-2) :106-117
[9]
Identification and characterization of pleckstrin-homology-domain-dependent and isoenzyme-specific Akt inhibitors [J].
Barnett, SF ;
Defeo-Jones, D ;
Fu, S ;
Hancock, PJ ;
Haskell, KM ;
Jones, RE ;
Kahana, JA ;
Kral, AM ;
Leander, K ;
Lee, LL ;
Malinowski, J ;
McAvoy, EM ;
Nahas, DD ;
Robinson, RG ;
Huber, HE .
BIOCHEMICAL JOURNAL, 2005, 385 :399-408
[10]
Barone FC, 2001, MED RES REV, V21, P129, DOI 10.1002/1098-1128(200103)21:2<129::AID-MED1003>3.0.CO