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胞内钙信号系统的研究进展 被引量:1
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作者 孔庆胜 蒋滢 《济宁医学院学报》 2000年第3期86-88,共3页
关键词 胞内钙信号系统 通信 信号
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基于深度学习和数学模型的胞内钙信号数据处理新方法
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作者 周瑾 张绪森 +1 位作者 吴桓 潘君 《医用生物力学》 EI CAS CSCD 北大核心 2019年第A01期179-179,共1页
胞内钙信号在研究细胞生命活动和探讨力对细胞的影响中非常重要,并且[Ca2+]i的改变是细胞状态变化或响应胞外刺激的指纹,这使钙信号数据处理方法备受关注。常用的钙信号数据处理过程是,用荧光或磁性指示剂对胞内Ca2+进行成像;在钙成像... 胞内钙信号在研究细胞生命活动和探讨力对细胞的影响中非常重要,并且[Ca2+]i的改变是细胞状态变化或响应胞外刺激的指纹,这使钙信号数据处理方法备受关注。常用的钙信号数据处理过程是,用荧光或磁性指示剂对胞内Ca2+进行成像;在钙成像视频中通过圈细胞轮廓算出胞内[Ca2+]i;连接所有时间点的[Ca2+]i获得荧光或磁共振强度随时间变化的曲线,即钙曲线;找出钙曲线上的每个钙响应峰;通过钙响应峰计算钙信号的频率、振幅、持续时间、及钙浓度等参数。上述过程中,圈细胞轮廓和寻找钙曲线上的钙响应峰需要人手动完成,这明显降低了钙信号处理的效率。因此需要更高效的方法来处理钙信号数据。由于通过标记数据来学习人类经验是深度学习的优势之一,并且训练有素的深度学习神经网络可以取代人类工作。因此,本研究使用了两种类型的神经网络模型来实现目标。一是用全卷积神经网络(FCN-8 s)识别钙成像图片中的细胞;另一个是通过自主搭建长短时记忆(LSTM)循环神经网络(RNN)——'LSTM-F'寻找钙峰。由于LSTM-F模型对异常峰的识别效果不佳,本研究构建了一个可以描述异常钙峰共同特征的数学模型(MM)来寻找异常峰。结果显示,训练好的FCN-8 s模型可以准确识别出细胞的形状,大小和位置。FCN获得的钙信号曲线与手动获得的曲线非常相似,Pearson’s correlation高达0.985。结合MM的LSTM-F模型可以正确找出绝大多数钙峰,并且用MM为LSTM-F训练做标签提高了效率且减小误差。另外,与手动钙数据处理时间相比,FCN-8 s、LSTM-F和MM能在较短时间内完成任务。因此,这些新算法提高了效率和准确率,促进了自动化分析,简化了钙信号处理步骤,为钙信号分析方法的推广提供了帮助。 展开更多
关键词 胞内钙信号 全卷积神经网络 长短时记忆网络 循环神经网络 数学建模
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谷氨酸促进大鼠海马神经元的内钙升高 被引量:3
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作者 酒亚明 高尚邦 《生物学杂志》 CAS CSCD 2009年第5期1-3,共3页
谷氨酸能影响大鼠海马神经元胞内钙信号的变化,进而影响海马神经元神经冲动的发放和学习记忆过程。运用荧光测钙技术实时监测了大鼠海马神经元内钙信号的动态变化,同时分析了谷氨酸对其胞内钙信号的影响。试验表明:谷氨酸能够显著提高... 谷氨酸能影响大鼠海马神经元胞内钙信号的变化,进而影响海马神经元神经冲动的发放和学习记忆过程。运用荧光测钙技术实时监测了大鼠海马神经元内钙信号的动态变化,同时分析了谷氨酸对其胞内钙信号的影响。试验表明:谷氨酸能够显著提高胞内游离钙离子的浓度;细胞外钙离子的存在、谷氨酸刺激时间及刺激频率的增加都能引起胞内钙信号不同程度的升高;但谷氨酸的过度刺激会引起钙离子浓度的超负荷,从而导致神经元结构和功能的损坏。 展开更多
关键词 谷氨酸 大鼠海马神经元 胞内钙信号
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大鼠胰腺β细胞内的钙库诱发钙信号 被引量:8
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作者 曾旭辉 瞿安连 +4 位作者 娄雪林 徐建华 王君健 吴鸿修 周专 《科学通报》 EI CAS CSCD 北大核心 1999年第19期2058-2064,共7页
以单个大鼠胰腺 β细胞为实验对象 ,用显微荧光法测量不同刺激下的钙信号 .有外Ca2 +条件下 ,分别以葡萄糖、KCl和甲苯磺丁脲 (tolbutamide)刺激细胞 ,均能导致细胞内自由Ca2 +浓度 ( [Ca2 +]i)升高 .无外钙条件下 ,5mmol/L咖啡因 (caff... 以单个大鼠胰腺 β细胞为实验对象 ,用显微荧光法测量不同刺激下的钙信号 .有外Ca2 +条件下 ,分别以葡萄糖、KCl和甲苯磺丁脲 (tolbutamide)刺激细胞 ,均能导致细胞内自由Ca2 +浓度 ( [Ca2 +]i)升高 .无外钙条件下 ,5mmol/L咖啡因 (caffeine)或乙酰甲胆碱 (MCh)亦能独立地导致 [Ca2 +]i 升高 ,说明β细胞内同时存在IP3 型和ryanodine型两类钙库 .咖啡因和乙酰甲胆碱诱发的 [Ca2 +]i响应延时分别是 30和 5s,提示IP3 型信号通路较快 . 展开更多
关键词 胰腺Β细 胞内钙信号 葡萄糖 FURA-2
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Docosahexaenoic Acid and Eicosapentaenoic Acid Modulate Calcium Signaling in Murine CD36-Positive Taste Buds Cells, via Phospholipase Pathways
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作者 Gado Dramane Simon A. Akpona +1 位作者 Philipe Besnard Naim A. Khan 《Journal of Chemistry and Chemical Engineering》 2014年第6期570-579,共10页
DHA (docosahexaenoic acid) and EPA (eicosapentaenoic acid) induced intracellular calcium increase in taste receptor cells purified from mouse circumvallate papillae. We have demonstrated that DHA and EPA induced c... DHA (docosahexaenoic acid) and EPA (eicosapentaenoic acid) induced intracellular calcium increase in taste receptor cells purified from mouse circumvallate papillae. We have demonstrated that DHA and EPA induced calcium increase respectively via cPLA2 (cytosolic phospholipase A2) type lVc and calcium independent iPLA2 (phospholipase A2) type VI. Intracellular calcium increases via PLC (phospholipase C) pathway and leads to a calcium effiux and further SOC (stored operated calcium) channels activation. An abundant increase in intracellular calcium will induce exocytosis of neurotransmitters into the extracellular medium. Our results suggest that DHA and EPA induced calcium signaling, and should be implicated in the transmission of lipid gustatory information to afferent nerve fibers, as shown previously with linoleic acid. 展开更多
关键词 Docosahexaenoic eicosapentaenoic CALCIUM PHOSPHOLIPASE taste bud cells.
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Differential activation of mitogen-activated protein kinases by γ-irradi-ation in IEC-6 cells: Role of intracellular Ca^(2+)
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作者 周舟 王小华 +5 位作者 Igisu Hideki 林远 楼淑芬 Matsuoka Masato 程天民 余争平 《Journal of Medical Colleges of PLA(China)》 CAS 2002年第3期181-187,共7页
Objective: To explore the effects of γ-irradiation on mitogen-activated protein kinases (MAPKs) and role of intracellular calcium in this event in intestinal epithelial cell line 6 (IEC-6 cells). Methods: After cultu... Objective: To explore the effects of γ-irradiation on mitogen-activated protein kinases (MAPKs) and role of intracellular calcium in this event in intestinal epithelial cell line 6 (IEC-6 cells). Methods: After cultured rat IIEC-6 cells with or without the pretreatment of intracellular Ca2+ chelator were exposed to Y-ir-radiation of 6 Gy, the total and phosphorylated MAPKs in the cells were determined with Western blotting and apoptosis was examined with flow cytometry. Activities of Extracellular signal-regulated protein kinase (ERK) and p38 MAPK were determined by using immuoprecipitation followed by Western blotting. Results: In response to γ-irradiation, phosphorylation of ERK was not significantly observed, while the levels of phosphorylated c-Jun NH2-terminal kinase (JNK) and p38 MAPK were increased in 30 min and reached the peak 2 h after exposure to 6 Gy γ-irradiation, though the cell viability was significantly lowered 12 h. On the other hand, no obvious changes were seen in the total protein levels of ERK, JNK and p38 MAPK. Chelation of intracellular Ca2+ almost completely suppressed the JNK and p38 MAPK phosphorylation induced by γ-irradia-tion, but removal of external Ca2+ had no such effect. Activation of p38 MAPK, but not of ERK, was seen to have a correlation with γ-irradiation induced apoptosis. Conclusion: The results suggest that γ-irradiation is a potent activator for JNK and p38 MAPK, and Ca2+ mobilized from intracellular stores plays an important role in the activation of MAPKs and the induction of apoptosis in IEC-6 cells. 展开更多
关键词 r-irradiation extracellular signal-regulated protein kinase c-Jun NH2-terminal kinase mitogen- activated protein kinases p38 MAPK intracellular Ca2+ intestinal epithelial cell line 6
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