Pulse frequency dependent synaptic characteristics in Ta/SiN/Si Memristor Device for Neuromorphic System

2021 ◽  
pp. 160760
Author(s):  
Minsoo Park ◽  
Myounggon Kang ◽  
Sungjun Kim
2013 ◽  
Vol 27 (4) ◽  
pp. 606-618 ◽  
Author(s):  
Iain R. Thompson ◽  
Nick A. Ciccone ◽  
Shuyun Xu ◽  
Sofiya Zaytseva ◽  
Rona S. Carroll ◽  
...  

2009 ◽  
Vol 38 (6) ◽  
pp. 536-537 ◽  
Author(s):  
Takayoshi Kawasaki ◽  
Momoko Toyoda ◽  
Yoshio Okahata

2011 ◽  
Vol 27 (2) ◽  
pp. 109-113 ◽  
Author(s):  
Stefan Roepke ◽  
Alexander Luborzewski ◽  
Frank Schindler ◽  
Arnim Quante ◽  
Ion Anghelescu ◽  
...  

2017 ◽  
Vol 312 (4) ◽  
pp. L510-L519 ◽  
Author(s):  
Subhendu Mukherjee ◽  
Wei Sheng ◽  
Rui Sun ◽  
Luke J. Janssen

It is now clear that in addition to activating several complex kinase pathways (Smad, MAP kinase, PI3 kinase), TGFβ also acts by elevating cytosolic Ca2+ concentration within human pulmonary fibroblasts. Ca2+/calmodulin-dependent protein kinase II (CamK II) is also known to regulate gene expression in fibroblasts. In this study, we examined the interactions between calcium signaling, activation of CamK and other kinases, and extracellular matrix (ECM) gene expression. Human pulmonary fibroblasts were cultured and stimulated with artificially generated Ca2+ pulses in the absence of TGFβ, or with TGFβ (1 nM) or vehicle in the presence of various blockers of Ca2+ signaling. PCR and Western blotting were used to measure gene expression and protein levels, respectively. We found that Ca2+ pulses in the absence of TGFβ increased ECM gene expression in a pulse frequency-dependent manner, and that blocking Ca2+ signaling and the CamK II pathway significantly reduced TGFβ-mediated ECM gene expression, without having any effects on other kinase pathways (Smad, PI3 kinase, or MAP kinase). We also found that TGFβ elevated the expression of CamK IIβ and CamK IIδ, while siRNA silencing of those two subtypes significantly reduced TGFβ-mediated expression of collagen A1 and fibronectin 1. Our data suggest that TGFβ induces the expression of CamK IIβ and CamK IIδ, which in turn are activated by TGFβ-evoked Ca2+ waves in a frequency-dependent manner, leading to increased expression of ECM proteins.


2014 ◽  
Author(s):  
Iain Thompson ◽  
Nick Ciccone ◽  
Shuyun Xu ◽  
Qiongjie Zhou ◽  
Sofiya Zaytseva ◽  
...  

Endocrinology ◽  
2005 ◽  
Vol 146 (12) ◽  
pp. 5503-5513 ◽  
Author(s):  
Haruhiko Kanasaki ◽  
Gregoy Y. Bedecarrats ◽  
Kyung-Yoon Kam ◽  
Shuyun Xu ◽  
Ursula B. Kaiser

The pattern of GnRH release is associated with differential synthesis and release of LH and FSH. Using a perifusion system, we previously reported that stimulation of the LβT2 cell line with varying GnRH pulse frequencies resulted in differential stimulation of LHβ and FSHβ gene transcription, analogous to previous observations in primary gonadotropes. In the present study, we investigated the patterns of MAPK activation by GnRH and the role of MAPK in mediating the frequency-dependent effects. In static culture, ERK activation in LβT2 cells stimulated with continuous GnRH (10 nm) was maximal by 10 min and persisted for up to 6 h, with a return to basal levels by 20 h. In contrast, stimulation with continuous GnRH (10 nm) in perifused cells resulted in a more sustained activation of ERK. To investigate the effects of GnRH pulse frequency on ERK activation, perifused LβT2 cells were stimulated with pulsatile GnRH at a frequency of one pulse every 30 min or one pulse every 2 h for 20 h (10 nm, 5 min/pulse). After the final GnRH pulse, cells were lysed at frequent intervals and levels of ERK phosphorylation were measured. Under high-frequency conditions, ERK activation was maximal 10 min after the GnRH pulse and returned to baseline levels by 20 min. In contrast, under lower GnRH pulse frequency conditions, ERK activation occurred more rapidly and activation was more sustained, with a slower rate of ERK dephosphorylation. These changes resulted in different levels of nuclear phosphorylated ERK. Blockade of ERK activation abolished GnRH-dependent activation of LHβ and FSHβ transcription at both high and low pulse frequencies. These results demonstrate that in perifused LβT2 cells, distinct patterns of ERK activation/inactivation are regulated by GnRH pulse frequency, and the difference in ERK activation may be important for GnRH pulse frequency-dependent differential stimulation of LHβ and FSHβ gene expression.


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