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The A-kinase anchoring protein Yotiao decrease the ER calcium content by inhibiting the store operated calcium entry A激酶锚定蛋白Yotiao通过抑制钙进入贮存器来降低ER钙含量
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-05-15 DOI: 10.1016/j.ceca.2024.102906
Liuqing Wang , Jiaxuan Zhang , Wanjie Li , Xiaoyan Zhang , Tatsushi Yokoyama , Masayuki Sakamoto , Youjun Wang

The meticulous regulation of ER calcium (Ca2+) homeostasis is indispensable for the proper functioning of numerous cellular processes. Disrupted ER Ca2+ balance is implicated in diverse diseases, underscoring the need for a systematic exploration of its regulatory factors in cells. Our recent genomic-scale screen identified a scaffolding protein A-kinase anchoring protein 9 (AKAP9) as a regulator of ER Ca2+ levels, but the underlying molecular mechanisms remain elusive. Here, we reveal that Yotiao, the smallest splicing variant of AKAP9 decreased ER Ca2+ content in animal cells. Additional testing using a combination of Yotiao truncations, knock-out cells and pharmacological tools revealed that, Yotiao does not require most of its interactors, including type 1 inositol 1,4,5-trisphosphate receptors (IP3R1), protein kinase A (PKA), protein phosphatase 1 (PP1), adenylyl cyclase type 2 (AC2) and so on, to reduce ER Ca2+ levels. However, adenylyl cyclase type 9 (AC9), which is known to increases its cAMP generation upon interaction with Yotiao for the modulation of potassium channels, plays an essential role for Yotiao's ER-Ca2+-lowering effect. Mechanistically, Yotiao may work through AC9 to act on Orai1-C terminus and suppress store operated Ca2+ entry, resulting in reduced ER Ca2+ levels. These findings not only enhance our comprehension of the interplay between Yotiao and AC9 but also contribute to a more intricate understanding of the finely tuned mechanisms governing ER Ca2+ homeostasis.

ER钙(Ca2+)平衡的精细调控对许多细胞过程的正常运行不可或缺。ER钙(Ca2+)平衡失调与多种疾病有关,因此需要系统地研究细胞中的ER钙调节因子。我们最近在基因组规模的筛选中发现了一种支架蛋白A激酶锚定蛋白9(AKAP9),它是ER Ca2+水平的调控因子,但其潜在的分子机制仍然难以捉摸。在这里,我们发现 AKAP9 的最小剪接变体 Yotiao 能降低动物细胞中 ER Ca2+ 的含量。使用Yotiao截短、基因敲除细胞和药理学工具进行的其他测试表明,Yotiao不需要其大多数相互作用者(包括1型肌醇1,4,5-三磷酸受体(IP3R1)、蛋白激酶A(PKA)、蛋白磷酸酶1(PP1)、腺苷酸环化酶2型(AC2)等)来降低ER Ca2+水平。然而,9型腺苷酸环化酶(AC9)在与Yotiao相互作用时会增加cAMP的生成,从而调节钾通道,它在Yotiao的ER-Ca2+降低作用中起着至关重要的作用。从机理上讲,Yotiao可能通过AC9作用于Orai1-C末端,抑制贮存操作的Ca2+进入,从而降低ER Ca2+水平。这些发现不仅加深了我们对Yotiao和AC9之间相互作用的理解,还有助于我们更深入地了解调节ER Ca2+平衡的微调机制。
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引用次数: 0
Stretching the role of TMEM63a to gatekeeping Ca2+ release in pancreatic acinar cells 扩展 TMEM63a 在胰腺尖叶细胞中控制 Ca2+ 释放的作用
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-05-11 DOI: 10.1016/j.ceca.2024.102890
Sandip Patel , David I. Yule
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引用次数: 0
Anoctamin pharmacology 安乃近药理
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-05-10 DOI: 10.1016/j.ceca.2024.102905
Michele Genovese , Luis J.V. Galietta

TMEM16 proteins, also known as anoctamins, are a family of ten membrane proteins with various tissue expression and subcellular localization. TMEM16A (anoctamin 1) is a plasma membrane protein that acts as a calcium-activated chloride channel. It is expressed in many types of epithelial cells, smooth muscle cells and some neurons. In airway epithelial cells, TMEM16A expression is particularly enhanced by inflammatory stimuli that also promote goblet cell metaplasia and mucus hypersecretion. Therefore, pharmacological modulation of TMEM16A could be beneficial to improve mucociliary clearance in chronic obstructive respiratory diseases. However, the correct approach to modulate TMEM16A activity (activation or inhibition) is still debated. Pharmacological inhibitors of TMEM16A could also be useful as anti-hypertensive agents given the TMEM16A role in smooth muscle contraction.

In contrast to TMEM16A, TMEM16F (anoctamin 6) behaves as a calcium-activated phospholipid scramblase, responsible for the externalization of phosphatidylserine on cell surface. Inhibitors of TMEM16F could be useful as anti-coagulants and anti-viral agents. The role of other anoctamins as therapeutic targets is still unclear since their physiological role is still to be defined.

TMEM16 蛋白又称anoctamins,是一个由十种膜蛋白组成的家族,具有不同的组织表达和亚细胞定位。TMEM16A(anoctamin 1)是一种质膜蛋白,可作为钙激活的氯离子通道。它在多种上皮细胞、平滑肌细胞和一些神经元中都有表达。在气道上皮细胞中,TMEM16A 的表达尤其会因炎症刺激而增强,炎症刺激还会促进鹅口疮细胞新生和粘液分泌过多。因此,对 TMEM16A 进行药物调节可能有利于改善慢性阻塞性呼吸道疾病的粘液纤毛清除。然而,调节 TMEM16A 活性的正确方法(激活或抑制)仍存在争议。鉴于 TMEM16A 在平滑肌收缩中的作用,TMEM16A 的药理抑制剂也可用作抗高血压药物。与 TMEM16A 不同,TMEM16F(anoctamin 6)是一种钙激活的磷脂扰乱酶,负责细胞表面磷脂酰丝氨酸的外化。TMEM16F 的抑制剂可用作抗凝血剂和抗病毒剂。其他营养素作为治疗靶点的作用尚不明确,因为它们的生理作用仍有待确定。
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引用次数: 0
In or out of the groove? Mechanisms of lipid scrambling by TMEM16 proteins 在槽内还是槽外?TMEM16 蛋白的脂质扰乱机制
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-05-09 DOI: 10.1016/j.ceca.2024.102896
Zhang Feng , Eleonora Di Zanni , Omar Alvarenga , Sayan Chakraborty , Nicole Rychlik , Alessio Accardi

Phospholipid scramblases mediate the rapid movement of lipids between membrane leaflets, a key step in establishing and maintaining membrane homeostasis of the membranes of all eukaryotic cells and their organelles. Thus, impairment of lipid scrambling can lead to a variety of pathologies. How scramblases catalyzed the transbilayer movement of lipids remains poorly understood. Despite the availability of direct structural information on three unrelated families of scramblases, the TMEM16s, the Xkrs, and ATG-9, a unifying mechanism has failed to emerge thus far. Among these, the most extensively studied and best understood are the Ca2+ activated TMEM16s, which comprise ion channels and/or scramblases. Early work supported the view that these proteins provided a hydrophilic, membrane-exposed groove through which the lipid headgroups could permeate. However, structural, and functional experiments have since challenged this mechanism, leading to the proposal that the TMEM16s distort and thin the membrane near the groove to facilitate lipid scrambling. Here, we review our understanding of the structural and mechanistic underpinnings of lipid scrambling by the TMEM16s and discuss how the different proposals account for the various experimental observations.

磷脂扰动酶介导膜小叶之间脂质的快速移动,这是建立和维持所有真核细胞及其细胞器膜平衡的关键步骤。因此,脂质扰动功能受损可导致多种病症。人们对扰乱酶如何催化脂质的跨膜移动仍然知之甚少。尽管有关于 TMEM16s、Xkrs 和 ATG-9 这三个互不相关的扰乱酶家族的直接结构信息,但迄今为止仍未出现统一的机制。其中,研究最广泛、理解最透彻的是钙激活的 TMEM16s,它们由离子通道和/或扰乱酶组成。早期的研究支持这样一种观点,即这些蛋白质提供了一个亲水的、暴露在膜上的沟槽,脂质头基可以通过该沟槽渗透。然而,后来的结构和功能实验对这一机制提出了质疑,从而提出了 TMEM16s 使凹槽附近的膜变形变薄以促进脂质扰乱的观点。在此,我们回顾了我们对 TMEM16s 引发脂质扰乱的结构和机理基础的理解,并讨论了不同的提议如何解释各种实验观察结果。
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引用次数: 0
Insights into the function and regulation of the calcium-activated chloride channel TMEM16A 对钙激活氯离子通道 Tmem16a 的功能和调控的深入研究
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-05-08 DOI: 10.1016/j.ceca.2024.102891
Jorge Arreola , Ana Elena López-Romero , Miriam Huerta , María Luisa Guzmán-Hernández , Patricia Pérez-Cornejo

The TMEM16A channel, a member of the TMEM16 protein family comprising chloride (Cl) channels and lipid scramblases, is activated by the free intracellular Ca2+ increments produced by inositol 1,4,5-trisphosphate (IP3)-induced Ca2+ release after GqPCRs or Ca2+ entry through cationic channels. It is a ubiquitous transmembrane protein that participates in multiple physiological functions essential to mammals' lives. TMEM16A structure contains two identical 10-segment monomers joined at their transmembrane segment 10. Each monomer harbours one independent hourglass-shaped pore gated by Ca2+ ligation to an orthosteric site adjacent to the pore and controlled by two gates. The orthosteric site is created by assembling negatively charged glutamate side chains near the pore´s cytosolic end. When empty, this site generates an electrostatic barrier that controls channel rectification. In addition, an isoleucine-triad forms a hydrophobic gate at the boundary of the cytosolic vestibule and the inner side of the neck. When the cytosolic Ca2+ rises, one or two Ca2+ ions bind to the orthosteric site in a voltage (V)-dependent manner, thus neutralising the electrostatic barrier and triggering an allosteric gating mechanism propagating via transmembrane segment 6 to the hydrophobic gate. These coordinated events lead to pore opening, allowing the Cl flux to ensure the physiological response. The Ca2+-dependent function of TMEM16A is highly regulated. Anions with higher permeability than Cl facilitate V dependence by increasing the Ca2+ sensitivity, intracellular protons can replace Ca2+ and induce channel opening, and phosphatidylinositol 4,5-bisphosphate bound to four cytosolic sites likely maintains Ca2+ sensitivity. Additional regulation is afforded by cytosolic proteins, most likely by phosphorylation and protein-protein interaction mechanisms.

TMEM16A 通道是由氯离子(Cl-)通道和脂质扰乱酶组成的 TMEM16 蛋白家族的成员之一,它由 1,4,5-三磷酸肌醇(IP3)诱导的细胞内 Ca2+ 释放后 GqPCR 或通过阳离子通道进入的 Ca2+ 产生的游离 Ca2+ 增量激活。它是一种无处不在的跨膜蛋白,参与了哺乳动物生命中必不可少的多种生理功能。TMEM16A 的结构包含两个相同的 10 节段单体,它们的跨膜 10 节段连接在一起。每个单体都有一个独立的沙漏形孔道,通过 Ca2+ 与邻近孔道的直立位点连接,并由两个门控制。直立位点是通过在孔的细胞膜末端附近组装带负电的谷氨酸侧链而形成的。当空位时,该位点会产生一个静电屏障,控制通道的整流。此外,一个异亮氨酸三元组在细胞质前庭和颈部内侧的边界形成一个疏水门。当细胞膜 Ca2+ 上升时,一个或两个 Ca2+ 离子以电压(V)依赖的方式与正交位点结合,从而中和静电屏障并触发异位门控机制,通过跨膜片段 6 传播到疏水门。这些协调事件导致孔隙打开,使 Cl- 通量得以确保生理反应。TMEM16A 的 Ca2+ 依赖性功能受到高度调控。通透性比 Cl- 高的阴离子通过提高 Ca2+ 敏感性来促进 V 依赖性,细胞内质子可取代 Ca2+ 并诱导通道打开,而与四个细胞膜位点结合的磷脂酰肌醇 4,5-二磷酸可能会维持 Ca2+ 敏感性。其他的调节作用由细胞膜蛋白提供,很可能是通过磷酸化和蛋白-蛋白相互作用机制。
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引用次数: 0
WNK kinase, ion channels and arachidonic acid metabolites choreographically execute endothelium-dependent vasodilation WNK 激酶、离子通道和花生四烯酸代谢物编排了内皮依赖性血管舒张的程序
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-05-06 DOI: 10.1016/j.ceca.2024.102904
Jorge Arreola

The smooth muscle-walled blood vessels control blood pressure. The vessel lumen is lined by an endothelial cell (ECs) layer, interconnected to the surrounding smooth muscle cells (SMCs) by myoendothelial gap junctions. Gap junctions also maintain homo-cellular ECs-ECs and SMCs-SMCs connections. This gap junction network nearly equalises both cells' membrane potential and cytosolic ionic composition, whether in resting or stimulated conditions. When acetylcholine (ACh) activates ECs M3 receptors, a complex signalling cascade involving second messengers and ion channels is triggered to induce vasodilation.

平滑肌壁血管控制着血压。血管腔内有一层内皮细胞(EC),通过肌内皮细胞间隙连接与周围的平滑肌细胞(SMC)相互连接。间隙连接还维持着内皮细胞-内皮细胞和平滑肌细胞-平滑肌细胞的同胞连接。无论在静息还是受刺激的情况下,这种间隙连接网络都能使细胞膜电位和细胞膜离子成分接近平衡。当乙酰胆碱(ACh)激活血管内皮细胞的 M3 受体时,会触发涉及第二信使和离子通道的复杂信号级联,从而诱导血管扩张。
{"title":"WNK kinase, ion channels and arachidonic acid metabolites choreographically execute endothelium-dependent vasodilation","authors":"Jorge Arreola","doi":"10.1016/j.ceca.2024.102904","DOIUrl":"https://doi.org/10.1016/j.ceca.2024.102904","url":null,"abstract":"<div><p>The smooth muscle-walled blood vessels control blood pressure. The vessel lumen is lined by an endothelial cell (ECs) layer, interconnected to the surrounding smooth muscle cells (SMCs) by myoendothelial gap junctions. Gap junctions also maintain homo-cellular ECs-ECs and SMCs-SMCs connections. This gap junction network nearly equalises both cells' membrane potential and cytosolic ionic composition, whether in resting or stimulated conditions. When acetylcholine (ACh) activates ECs M3 receptors, a complex signalling cascade involving second messengers and ion channels is triggered to induce vasodilation.</p></div>","PeriodicalId":9678,"journal":{"name":"Cell calcium","volume":"121 ","pages":"Article 102904"},"PeriodicalIF":4.0,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140894541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The dynamic TRPV2 ion channel proximity proteome reveals functional links of calcium flux with cellular adhesion factors NCAM and L1CAM in neurite outgrowth 动态 TRPV2 离子通道邻近蛋白质组揭示了神经元生长过程中钙通量与细胞粘附因子 NCAM 和 L1CAM 的功能联系
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-05-04 DOI: 10.1016/j.ceca.2024.102894
Pamela N. Gallo , Elaine Mihelc , Robyn Eisert , Gary A. Bradshaw , Florian Dimek , Andreas Leffler , Marian Kalocsay , Vera Moiseenkova-Bell

TRPV2 voltage-insensitive, calcium-permeable ion channels play important roles in cancer progression, immune response, and neuronal development. Despite TRPV2’s physiological impact, underlying endogenous proteins mediating TRPV2 responses and affected signaling pathways remain elusive. Using quantitative peroxidase-catalyzed (APEX2) proximity proteomics we uncover dynamic changes in the TRPV2-proximal proteome and identify calcium signaling and cell adhesion factors recruited to the molecular channel neighborhood in response to activation.

Quantitative TRPV2 proximity proteomics further revealed activation-induced enrichment of protein clusters with biological functions in neural and cellular projection. We demonstrate a functional connection between TRPV2 and the neural immunoglobulin cell adhesion molecules NCAM and L1CAM. NCAM and L1CAM stimulation robustly induces TRPV2 [Ca2+]I flux in neuronal PC12 cells and this TRPV2-specific [Ca2+]I flux requires activation of the protein kinase PKCα. TRPV2 expression directly impacts neurite lengths that are modulated by NCAM or L1CAM stimulation. Hence, TRPV2’s calcium signaling plays a previously undescribed, yet vital role in cell adhesion, and TRPV2 calcium flux and neurite development are intricately linked via NCAM and L1CAM cell adhesion proteins.

TRPV2 电压不敏感的钙离子通道在癌症进展、免疫反应和神经元发育中发挥着重要作用。尽管 TRPV2 具有重要的生理影响,但介导 TRPV2 反应和受影响信号通路的潜在内源蛋白仍然难以捉摸。利用定量过氧化物酶催化(APEX2)近端蛋白质组学,我们发现了TRPV2近端蛋白质组的动态变化,并确定了钙信号转导和细胞粘附因子被招募到分子通道附近以响应激活。我们证明了 TRPV2 与神经免疫球蛋白细胞粘附分子 NCAM 和 L1CAM 之间的功能联系。NCAM 和 L1CAM 的刺激会强烈诱导神经元 PC12 细胞中 TRPV2 [Ca2+]I 的通量,这种 TRPV2 特异性 [Ca2+]I 通量需要激活蛋白激酶 PKCα。TRPV2 的表达直接影响神经元的长度,而神经元长度受 NCAM 或 L1CAM 刺激的调节。因此,TRPV2 的钙信号在细胞粘附中发挥着以前未曾描述过的重要作用,TRPV2 的钙通量和神经元发育通过 NCAM 和 L1CAM 细胞粘附蛋白错综复杂地联系在一起。
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引用次数: 0
Calreticulin regulates hepatic stellate cell activation through modulating TGF-beta-induced Smad signaling 钙网蛋白通过调节 TGF-beta 诱导的 Smad 信号调节肝星状细胞活化
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-04-30 DOI: 10.1016/j.ceca.2024.102895
Chien-Chih Chen , Li-Wen Hsu , Kuang-Den Chen , King-Wah Chiu , Chao-Pin Kung , Shu-Rong Li , Chao-Long Chen , Kuang-Tzu Huang

Liver fibrosis is characterized by excessive deposition of extracellular matrix (ECM) as a wound healing process. Activated hepatic stellate cells (HpSCs) are the major producer of the ECM and play a central role in liver fibrogenesis. It has been widely accepted that elimination of activated HpSCs or reversion to a quiescent state can be a feasible strategy for resolving the disease, further highlighting the urgent need for novel therapeutic targets. Calreticulin (CRT) is a molecular chaperone that normally resides in the endoplasmic reticulum (ER), important in protein folding and trafficking through the secretory pathway. CRT also plays a critical role in calcium (Ca2+) homeostasis, with its Ca2+ storage capacity. In the current study, we aimed to demonstrate its function in directing HpSC activation. In a mouse liver injury model, CRT was up-regulated in HpSCs. In cellular experiments, we further showed that this activation was through modulating the canonical TGF-β signaling. As down-regulation of CRT in HpSCs elevated intracellular Ca2+ levels through a form of Ca2+ influx, named store-operated Ca2+ entry (SOCE), we examined whether moderating SOCE affected TGF-β signaling. Interestingly, blocking SOCE had little effect on TGF-β-induced gene expression. In contrast, inhibition of ER Ca2+ release using the inositol trisphosphate receptor inhibitor 2-APB increased TGF-β signaling. Treatment with 2-APB did not alter SOCE but decreased intracellular Ca2+ at the basal level. Indeed, adjusting Ca2+ concentrations by EGTA or BAPTA-AM chelation further enhanced TGF-β-induced signaling. Our results suggest a crucial role of CRT in the liver fibrogenic process through modulating Ca2+ concentrations and TGF-β signaling in HpSCs, which may provide new information and help advance the current discoveries for liver fibrosis.

肝纤维化的特点是细胞外基质(ECM)过度沉积,这是一种伤口愈合过程。活化的肝星状细胞(HpSCs)是 ECM 的主要制造者,在肝纤维化过程中发挥着核心作用。人们普遍认为,消除活化的肝星状细胞或使其恢复到静止状态是解决该疾病的可行策略,这进一步凸显了对新型治疗靶点的迫切需求。钙网蛋白(CRT)是一种分子伴侣,通常存在于内质网(ER)中,在蛋白质折叠和通过分泌途径的运输过程中起着重要作用。CRT 还具有钙(Ca2+)储存能力,在钙(Ca2+)稳态中发挥着关键作用。在本研究中,我们旨在证明 CRT 在引导 HpSC 激活方面的功能。在小鼠肝损伤模型中,CRT 在 HpSCs 中上调。在细胞实验中,我们进一步发现这种活化是通过调节典型的 TGF-β 信号传导实现的。由于下调 HpSCs 中的 CRT 会通过一种名为储存操作 Ca2+ 进入(SOCE)的 Ca2+ 流入形式升高细胞内 Ca2+ 水平,我们研究了调节 SOCE 是否会影响 TGF-β 信号传导。有趣的是,阻断 SOCE 对 TGF-β 诱导的基因表达几乎没有影响。相反,使用三磷酸肌醇受体抑制剂 2-APB 抑制 ER Ca2+ 释放会增加 TGF-β 信号传导。用 2-APB 处理不会改变 SOCE,但会降低基础水平的细胞内 Ca2+。事实上,通过 EGTA 或 BAPTA-AM 螯合调节 Ca2+ 浓度可进一步增强 TGF-β 诱导的信号传导。我们的研究结果表明,CRT 通过调节 HpSCs 中的 Ca2+ 浓度和 TGF-β 信号传导,在肝纤维化过程中发挥了关键作用,这可能会为目前肝纤维化的研究提供新的信息,并有助于推进肝纤维化的发现。
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引用次数: 0
Orai1/STIMs modulators in pulmonary vascular diseases 肺血管疾病中的 Orai1/STIMs 调节剂
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-04-24 DOI: 10.1016/j.ceca.2024.102892
Anaïs Saint-Martin Willer , David Montani , Véronique Capuano , Fabrice Antigny

Calcium (Ca2+) is a secondary messenger that regulates various cellular processes. However, Ca2+ mishandling could lead to pathological conditions. Orai1 is a Ca2+channel contributing to the store-operated calcium entry (SOCE) and plays a critical role in Ca2+ homeostasis in several cell types. Dysregulation of Orai1 contributed to severe combined immune deficiency syndrome, some cancers, pulmonary arterial hypertension (PAH), and other cardiorespiratory diseases. During its activation process, Orai1 is mainly regulated by stromal interacting molecule (STIM) proteins, especially STIM1; however, many other regulatory partners have also been recently described. Increasing knowledge about these regulatory partners provides a better view of the downstream signalling pathways of SOCE and offers an excellent opportunity to decipher Orai1 dysregulation in these diseases. These proteins participate in other cellular functions, making them attractive therapeutic targets. This review mainly focuses on Orai1 regulatory partners in the physiological and pathological conditions of the pulmonary circulation and inflammation.

钙(Ca2+)是调节各种细胞过程的次级信使。然而,Ca2+ 处理不当会导致病理状况。Orai1是一种Ca2+通道,有助于贮存操作的钙离子进入(SOCE),在几种细胞类型的Ca2+平衡中发挥着关键作用。Orai1 的失调导致了严重联合免疫缺陷综合征、某些癌症、肺动脉高压(PAH)和其他心肺疾病。在其激活过程中,Orai1 主要受基质相互作用分子(STIM)蛋白,尤其是 STIM1 的调控;然而,最近也发现了许多其他调控伙伴。随着对这些调控伙伴了解的增多,人们对 SOCE 的下游信号通路有了更好的认识,并为破解这些疾病中的 Orai1 失调提供了一个极好的机会。这些蛋白还参与了其他细胞功能,因此成为极具吸引力的治疗靶点。本综述主要关注肺循环和炎症的生理和病理条件下的 Orai1 调控伙伴。
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引用次数: 0
A deep learning-based approach for efficient detection and classification of local Ca²⁺ release events in Full-Frame confocal imaging 基于深度学习的全帧共焦成像中局部 Ca²⁺ 释放事件的高效检测和分类方法
IF 4 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-04-24 DOI: 10.1016/j.ceca.2024.102893
Prisca Dotti , Miguel Fernandez-Tenorio , Radoslav Janicek , Pablo Márquez-Neila , Marcel Wullschleger , Raphael Sznitman , Marcel Egger

The release of Ca2+ ions from intracellular stores plays a crucial role in many cellular processes, acting as a secondary messenger in various cell types, including cardiomyocytes, smooth muscle cells, hepatocytes, and many others. Detecting and classifying associated local Ca2+ release events is particularly important, as these events provide insight into the mechanisms, interplay, and interdependencies of local Ca2+release events underlying global intracellular Ca2+signaling. However, time-consuming and labor-intensive procedures often complicate analysis, especially with low signal-to-noise ratio imaging data.

Here, we present an innovative deep learning-based approach for automatically detecting and classifying local Ca2+ release events. This approach is exemplified with rapid full-frame confocal imaging data recorded in isolated cardiomyocytes.

To demonstrate the robustness and accuracy of our method, we first use conventional evaluation methods by comparing the intersection between manual annotations and the segmentation of Ca2+ release events provided by the deep learning method, as well as the annotated and recognized instances of individual events. In addition to these methods, we compare the performance of the proposed model with the annotation of six experts in the field. Our model can recognize more than 75 % of the annotated Ca2+ release events and correctly classify more than 75 %. A key result was that there were no significant differences between the annotations produced by human experts and the result of the proposed deep learning model.

We conclude that the proposed approach is a robust and time-saving alternative to conventional full-frame confocal imaging analysis of local intracellular Ca2+ events.

细胞内储存的 Ca2+ 离子的释放在许多细胞过程中起着至关重要的作用,在心肌细胞、平滑肌细胞、肝细胞等各种细胞类型中充当次级信使。检测相关的局部 Ca2+ 释放事件并对其进行分类尤为重要,因为这些事件有助于深入了解作为全局细胞内 Ca2+ 信号转导基础的局部 Ca2+ 释放事件的机制、相互作用和相互依存关系。然而,耗时耗力的程序往往会使分析复杂化,尤其是低信噪比成像数据。在这里,我们提出了一种基于深度学习的创新方法,用于自动检测和分类局部 Ca2+ 释放事件。为了证明我们的方法的鲁棒性和准确性,我们首先使用传统的评估方法,比较人工注释和深度学习方法提供的 Ca2+ 释放事件分割之间的交叉点,以及单个事件的注释和识别实例。除了这些方法,我们还将所提模型的性能与该领域六位专家的注释进行了比较。我们的模型能识别 75% 以上的注释 Ca2+ 释放事件,并能正确分类 75% 以上的事件。我们的结论是,所提出的方法是对局部细胞内 Ca2+ 事件进行传统全帧共聚焦成像分析的一种稳健而省时的替代方法。
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引用次数: 0
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