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Assessing Between- and Within-Person Reliabilities of Items and Scale for Daily Procrastination: A Multilevel and Dynamic Approach. 评估日常拖延症的项目和量表在人与人之间和人与人之间的可靠性:多层次动态方法。
IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-03-18 DOI: 10.1177/10731911241235467
Xiaohui Luo, Yueqin Hu, Hongyun Liu

Intensive longitudinal data (ILD) has been collected to capture the dynamic fluctuations of procrastination; however, researchers have typically measured daily procrastination by modifying trait measures (e.g., adding a time reference "today") without adequately testing their reliabilities. The main purpose of this study was to use an advanced approach, dynamic structural equation modeling, to assess the between- and within-person reliabilities of a widely used six-item measure of daily procrastination. A total of 252 participants completed retrospective measures of various types of trait procrastination and daily measures of procrastination over 34 consecutive days. The results showed that the entire scale for daily procrastination and five of its six items had high between- and within-person reliabilities, but one item had much lower reliabilities, suggesting that this item may be inappropriate in everyday contexts. Furthermore, we found moderate to strong associations between the latent trait factor of procrastination and trait measures of procrastination. In addition, we identified substantial between-person variation in person-specific reliabilities and explored its relevant factors. Overall, this study assessed the reliabilities of a daily measure of procrastination, which facilitated future studies to obtain more reliable and consistent results and to better estimate the reliability of ILD.

为了捕捉拖延症的动态波动,人们收集了大量纵向数据(ILD);然而,研究人员通常通过修改特质测量(例如,添加 "今天 "这一时间参照)来测量日常拖延症,而没有充分测试其可靠性。本研究的主要目的是采用一种先进的方法--动态结构方程模型,来评估一种广泛使用的六项目日常拖延症测量方法在人与人之间和人与人之间的可靠性。共有 252 名参与者在连续 34 天内完成了对各种拖延特质的回顾性测量和日常拖延测量。结果显示,整个日常拖延量表及其六个项目中的五个项目在人与人之间和人与人之间的信度都很高,但有一个项目的信度要低得多,这表明该项目在日常情境中可能并不合适。此外,我们还发现拖延的潜在特质因子与拖延的特质测量之间存在中度到高度的关联。此外,我们还发现了人与人之间在特定信效度上的巨大差异,并探讨了其相关因素。总之,本研究评估了拖延症日常测量的信度,这有助于今后的研究获得更可靠、更一致的结果,并更好地估算 ILD 的信度。
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引用次数: 0
Silencing of ERRα gene represses cell proliferation and induces apoptosis in human skin fibroblasts. 沉默ERRα基因可抑制人皮肤成纤维细胞的增殖并诱导其凋亡。
IF 3.4 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-10-25 DOI: 10.3892/mmr.2024.13370
Naoki Nanashima, Toshio Norikura, Manabu Nakano, Chie Hata, Kayo Horie

Estrogen‑related receptor (ERR) is an orphan nuclear receptor structurally akin to the estrogen receptor. ERR is expressed in tissues with active energy metabolism and regulates intracellular metabolic functions. Additionally, ERRs are known to be strongly expressed in the epidermis of skin tissue, but their functions are unknown. The present study investigated the function of ERRα in human skin fibroblasts. ERRα expressed in human dermal fibroblast TIG113 was knocked down using small interfering (si)RNA and gene expression was comprehensively analyzed using microarrays 48 h later. Pathway analysis was performed using Wikipathways on genes exhibiting expression changes of ≥1.5‑fold. Expression of cell cycle‑related and apoptosis‑related genes was compared using reverse transcription‑quantitative PCR. After treating TIG113 cells with siERRα for 72 h, cell proliferation was assessed using the Cell Counting Kit‑8 or a scratch wound healing assay and apoptotic cells were measured using the Poly Caspase Assay Kit. Cell cycle analysis was performed using flow cytometry. The expression of the ERRα gene was suppressed by siRNA. The expression of genes associated with cell cycle‑related pathways were decreased while that of those associated with apoptosis‑related pathways increased. Furthermore, the expression of cell cycle‑related genes such as cell division cycle 25C, cyclin E and cyclin B1 was decreased and the expression of apoptosis‑related genes such as caspase3 and Fas cell surface death receptor was increased. Cell proliferation was suppressed and the number of apoptotic cells increased ~2‑fold in ERRα‑knockdown TIG113 cells. Cell cycle analysis revealed that the number of cells in the Sub‑G1 phase increased and that in the S and G2/M phases decreased. The present study suggested that ERRα is an essential for the survival of human skin fibroblasts.

雌激素相关受体(ERR)是一种孤儿核受体,在结构上类似于雌激素受体。ERR在能量代谢活跃的组织中表达,并调节细胞内的代谢功能。此外,已知ERR在皮肤组织的表皮中强表达,但其功能尚不清楚。本研究调查了ERRα在人类皮肤成纤维细胞中的功能。使用小干扰(si)RNA敲除人皮肤成纤维细胞TIG113中表达的ERRα,48小时后使用芯片对基因表达进行全面分析。使用 Wikipathways 对表达变化≥1.5 倍的基因进行通路分析。使用逆转录定量 PCR 比较了细胞周期相关基因和细胞凋亡相关基因的表达情况。用 siERRα 处理 TIG113 细胞 72 小时后,使用细胞计数试剂盒-8 或划痕伤口愈合试验评估细胞增殖情况,并使用 Poly Caspase Assay Kit 测定细胞凋亡情况。细胞周期分析采用流式细胞术进行。siRNA 抑制了ERRα基因的表达。细胞周期相关通路相关基因的表达量减少,而细胞凋亡相关通路相关基因的表达量增加。此外,细胞周期相关基因如细胞分裂周期 25C、细胞周期蛋白 E 和细胞周期蛋白 B1 的表达量减少,而细胞凋亡相关基因如 caspase3 和 Fas 细胞表面死亡受体的表达量增加。在ERRα敲除的TIG113细胞中,细胞增殖受到抑制,凋亡细胞数量增加了约2倍。细胞周期分析表明,处于 Sub-G1 期的细胞数量增加,而处于 S 期和 G2/M 期的细胞数量减少。本研究表明,ERRα对人类皮肤成纤维细胞的存活至关重要。
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引用次数: 0
Selective protein degradation through chaperone‑mediated autophagy: Implications for cellular homeostasis and disease (Review). 通过伴侣介导的自噬选择性降解蛋白质:对细胞稳态和疾病的影响(综述)。
IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-11-08 DOI: 10.3892/mmr.2024.13378
Jiahui Huang, Jiazhen Wang

Cells rely on autophagy for the degradation and recycling of damaged proteins and organelles. Chaperone-mediated autophagy (CMA) is a selective process targeting proteins for degradation through the coordinated function of molecular chaperones and the lysosome‑associated membrane protein‑2A receptor (LAMP2A), pivotal in various cellular processes from signal transduction to the modulation of cellular responses under stress. In the present review, the intricate regulatory mechanisms of CMA were elucidated through multiple signaling pathways such as retinoic acid receptor (RAR)α, AMP‑activated protein kinase (AMPK), p38‑TEEB‑NLRP3, calcium signaling‑NFAT and PI3K/AKT, thereby expanding the current understanding of CMA regulation. A comprehensive exploration of CMA's versatile roles in cellular physiology were further provided, including its involvement in maintaining protein homeostasis, regulating ferroptosis, modulating metabolic diversity and influencing cell cycle and proliferation. Additionally, the impact of CMA on disease progression and therapeutic outcomes were highlighted, encompassing neurodegenerative disorders, cancer and various organ‑specific diseases. Therapeutic strategies targeting CMA, such as drug development and gene therapy were also proposed, providing valuable directions for future clinical research. By integrating recent research findings, the present review aimed to enhance the current understanding of cellular homeostasis processes and emphasize the potential of targeting CMA in therapeutic strategies for diseases marked by CMA dysfunction.

细胞依靠自噬来降解和回收受损的蛋白质和细胞器。分子伴侣介导的自噬(CMA)是通过分子伴侣和溶酶体相关膜蛋白-2A受体(LAMP2A)的协调功能,选择性地将蛋白质降解的过程。本综述通过视黄酸受体(RAR)α、AMP激活蛋白激酶(AMPK)、p38-TEEB-NLRP3、钙信号转导-NFAT和PI3K/AKT等多种信号通路阐明了CMA错综复杂的调控机制,从而拓展了目前对CMA调控的认识。研究进一步全面探讨了 CMA 在细胞生理学中的多种作用,包括参与维持蛋白质平衡、调节铁变态反应、调节代谢多样性以及影响细胞周期和增殖。此外,还强调了 CMA 对疾病进展和治疗结果的影响,包括神经退行性疾病、癌症和各种器官特异性疾病。还提出了针对 CMA 的治疗策略,如药物开发和基因治疗,为未来的临床研究提供了宝贵的方向。通过整合最新研究成果,本综述旨在加强目前对细胞平衡过程的理解,并强调针对以CMA功能障碍为标志的疾病的治疗策略中以CMA为靶点的潜力。
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引用次数: 0
Nucleolar casein kinase 2 alpha as a prognostic factor in patients with surgically resected early‑stage lung adenocarcinoma. 核酪蛋白激酶 2 alpha 作为手术切除早期肺腺癌患者的预后因素
IF 3.8 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-11-08 DOI: 10.3892/or.2024.8837
Satoshi Muto, Miwako Kato Homma, Yuichiro Kiko, Yuki Ozaki, Masayuki Watanabe, Naoyuki Okabe, Kazuyuki Hamada, Yuko Hashimoto, Hiroyuki Suzuki

Lung cancer remains a leading cause of global cancer‑related deaths, therefore the identification of prognostic factors for lung cancer is critical. Casein kinase 2 alpha (CK2α) is one of the driver kinases in various cancers, and it was previously demonstrated that CK2α localization was associated with a poor prognosis in invasive breast cancer. In the present study, the importance of CK2α in the nucleolus was explored as a potential prognostic marker for surgically resected early‑stage lung adenocarcinoma. The present study included 118 patients who underwent pulmonary lobectomy between 2014 and 2018 in Fukushima Medical University Hospital (Fukushima, Japan), and in whom CK2α localization in tumor samples was assessed by immunohistochemistry. Patient and tumor characteristics, including pathological stage, histological type and histological grade, were analyzed. Recurrence‑free survival (RFS) and overall survival were evaluated in relation to nucleolar CK2α staining. CK2α staining in the nucleoli was observed in 50.8% of lung adenocarcinoma tumors. Positive nucleolar CK2α staining was independent of pathological stage, histological type and histological grade. Patients with positive nucleolar CK2α staining exhibited significantly worse RFS compared with patients with negative staining. Multivariate analysis identified nucleolar CK2α staining and lymph node metastasis as independent poor prognostic factors. The results of the present study suggested that nucleolar CK2α staining is a novel and independent prognostic factor in surgically resected early‑stage lung adenocarcinoma. These findings indicated the potential of nucleolar CK2α as a predictive biomarker for future recurrence, and a guide to treatment decisions. Further research is required, particularly in understanding the molecular mechanisms linking nucleolar CK2α to recurrence.

肺癌仍然是全球癌症相关死亡的主要原因,因此确定肺癌的预后因素至关重要。酪蛋白激酶2α(CK2α)是多种癌症的驱动激酶之一,之前有研究表明,CK2α的定位与浸润性乳腺癌的不良预后有关。本研究探讨了 CK2α 在核仁中的重要性,将其作为手术切除的早期肺腺癌的潜在预后标志物。本研究纳入了2014年至2018年期间在福岛医科大学附属医院(日本福岛县)接受肺叶切除术的118例患者,并通过免疫组化方法评估了肿瘤样本中CK2α的定位情况。分析了患者和肿瘤特征,包括病理分期、组织学类型和组织学分级。评估了无复发生存率(RFS)和总生存率与细胞核CK2α染色的关系。在50.8%的肺腺癌肿瘤中观察到核小体CK2α染色。核小体CK2α染色阳性与病理分期、组织学类型和组织学分级无关。与阴性染色患者相比,细胞核CK2α染色阳性患者的RFS明显较差。多变量分析发现,细胞核CK2α染色和淋巴结转移是独立的不良预后因素。本研究结果表明,细胞核CK2α染色是手术切除早期肺腺癌的一个新的独立预后因素。这些发现表明,细胞核CK2α有可能成为未来复发的预测性生物标志物,并为治疗决策提供指导。还需要进一步的研究,尤其是在了解细胞核CK2α与复发之间的分子机制方面。
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引用次数: 0
[Corrigendum] Tripartite motif‑containing 11 regulates the proliferation and apoptosis of breast cancer cells. [更正] 含三方图案的 11 调节乳腺癌细胞的增殖和凋亡。
IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-11-08 DOI: 10.3892/or.2024.8838
Xianping Dai, Feng Geng, Mengshun Li, Ming Liu

Subsequently to the publication of the above paper, an interested reader drew to the authors' attention that, concerning the flow cytometric plots shown in Fig. 5A and B on p. 2572, each figure part contained a pair of duplicated data panels; specifically, the panels depicting the 'NC/5‑FU' and the 'shTRIM11/Gemcitabine' experiments in Fig 5A (MCF‑7 cells), and the 'NC/Paclitaxel' and 'shTRIM11/Adriamycin' experi-ments in Fig. 5B (MDA‑MB‑231 cells), were apparently identical. The authors were able to re‑examine their original data files, and realize that this figure was inadverently assembled incorrectly. The revised version of Fig. 5, now showing the correct data for the 'shTRIM11/Gemcitabine' experiment in Fig 5A and the 'NC/Paclitaxel' experiment in Fig. 5B, is shown on the next page. Note that the revisions made to this figure do not affect the overall conclusions reported in the paper. The authors are grateful to the Editor of Oncology Reports for allowing them the opportunity to publish this Corrigendum, and apologize to the readership for any inconvenience caused. [Oncology Reports 41: 2567‑2574, 2019; DOI: 10.3892/or.2019.7015].

在上述论文发表后,一位感兴趣的读者提请作者注意,第 2572 页图 5A 和图 5B 中的流式细胞图中,每个图部分都包含一对重复的数据面板;具体地说,图 5A 中的 "NC/5-FU "和图 5B 中的 "shTRIM11/吉西他滨 "实验的数据面板是重复的。具体来说,图 5A 中的 "NC/5-FU "和 "shTRIM11/吉西他滨 "实验(MCF-7 细胞)以及图 5B 中的 "NC/紫杉醇 "和 "shTRIM11/阿霉素 "实验(MDA-MB-231 细胞)的数据面板显然是相同的。作者重新检查了他们的原始数据文件,意识到这张图不小心组合错了。图 5 的修订版显示了图 5A 中 "shTRIM11/金西他滨 "实验和图 5B 中 "NC/紫杉醇 "实验的正确数据,见下页。请注意,对该图的修改并不影响论文报告的总体结论。作者感谢《肿瘤学报告》编辑允许他们有机会发表本更正,并对给读者带来的不便表示歉意。[Oncology Reports 41: 2567-2574, 2019; DOI: 10.3892/or.2019.7015]。
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引用次数: 0
Low Overlap and High Heterogeneity Across Common Measures of Eating Disorder Pathology: A Content Analysis. 饮食失调症病理的通用测量方法存在低重叠和高异质性:内容分析
IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-03-22 DOI: 10.1177/10731911241238084
Kara A Christensen Pacella, Lidia Wossen, Kelsey E Hagan

This study evaluated symptoms assessed in common measures of eating disorder pathology and tested overlap to evaluate the extent to which measures may be interchangeable. Six measures were included: Bulimia Test-Revised, Eating Attitudes Test-26, Eating Disorder Diagnostic Scale, Eating Disorder Examination Questionnaire, Eating Pathology Symptoms Inventory, and Questionnaire for Eating Disorder Diagnoses. Content overlap was quantitatively estimated using the Jaccard Index. Mean overlap was low (.195), likely due to the wide range of symptoms (87) assessed. The mean overlap of each measure with all others was .117 - .267, and the overlap among individual measures was .083 - .382. Implications of low overlap among measures include variable characterization of eating disorder phenotypes and the risk for lower generalizability of findings due to measurement variability.

本研究评估了饮食失调病理学常用测量方法所评估的症状,并测试了重叠性,以评估测量方法可互换的程度。共包括六种测量方法:贪食症测试-修订版、进食态度测试-26、进食障碍诊断量表、进食障碍检查问卷、进食病理症状量表和进食障碍诊断问卷。内容重合度采用 Jaccard 指数进行定量估算。平均重合度较低(0.195),这可能是由于评估的症状范围较广(87 种)。每项测量与所有其他测量的平均重合度为 0.117 - 0.267,单项测量之间的重合度为 0.083 - 0.382。测量值之间重叠率低的影响包括饮食失调表型的特征不一,以及由于测量值的可变性而导致研究结果普遍性降低的风险。
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引用次数: 0
Impact of signal-to-noise ratio and contrast definition on the sensitivity assessment and benchmarking of fluorescence molecular imaging systems. 信噪比和对比度定义对荧光分子成像系统灵敏度评估和基准设定的影响。
IF 3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-07-18 DOI: 10.1117/1.JBO.30.S1.S13703
Elena Kriukova, Ethan LaRochelle, T Joshua Pfefer, Udayakumar Kanniyappan, Sylvain Gioux, Brian Pogue, Vasilis Ntziachristos, Dimitris Gorpas

Significance: Standardization of fluorescence molecular imaging (FMI) is critical for ensuring quality control in guiding surgical procedures. To accurately evaluate system performance, two metrics, the signal-to-noise ratio (SNR) and contrast, are widely employed. However, there is currently no consensus on how these metrics can be computed.

Aim: We aim to examine the impact of SNR and contrast definitions on the performance assessment of FMI systems.

Approach: We quantified the SNR and contrast of six near-infrared FMI systems by imaging a multi-parametric phantom. Based on approaches commonly used in the literature, we quantified seven SNRs and four contrast values considering different background regions and/or formulas. Then, we calculated benchmarking (BM) scores and respective rank values for each system.

Results: We show that the performance assessment of an FMI system changes depending on the background locations and the applied quantification method. For a single system, the different metrics can vary up to 35    dB (SNR), 8.65    a . u . (contrast), and 0.67    a . u . (BM score).

Conclusions: The definition of precise guidelines for FMI performance assessment is imperative to ensure successful clinical translation of the technology. Such guidelines can also enable quality control for the already clinically approved indocyanine green-based fluorescence image-guided surgery.

意义重大:荧光分子成像(FMI)的标准化对于确保指导外科手术的质量控制至关重要。为了准确评估系统性能,信噪比(SNR)和对比度这两个指标被广泛采用。目的:我们旨在研究信噪比和对比度定义对 FMI 系统性能评估的影响:方法:我们通过对一个多参数模型进行成像,量化了六个近红外 FMI 系统的信噪比和对比度。根据文献中常用的方法,我们考虑了不同的背景区域和/或公式,量化了七个信噪比和四个对比度值。然后,我们计算了每个系统的基准(BM)分数和各自的排名值:结果:我们发现,FMI 系统的性能评估会随着背景位置和量化方法的不同而发生变化。对于单个系统而言,不同指标的变化可达 ∼ 35 dB(信噪比)、 ∼ 8.65 a . u . (对比度)和 ∼ 0.67 a . u . (BM 分数):结论:为确保该技术成功应用于临床,必须为 FMI 性能评估制定精确的指导原则。这些指南还能对已获临床批准的基于吲哚菁绿的荧光图像引导手术进行质量控制。
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引用次数: 0
Gut‑liver axis in liver disease: From basic science to clinical treatment (Review). 肝病中的肠肝轴:从基础科学到临床治疗(综述)。
IF 3.4 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-10-25 DOI: 10.3892/mmr.2024.13375
Jianpeng Wang, Xinyi Wang, Enba Zhuo, Bangjie Chen, Shixin Chan

Incidence of a number of liver diseases has increased. Gut microbiota serves a role in the pathogenesis of hepatitis, cirrhosis and liver cancer. Gut microbiota is considered 'a new virtual metabolic organ'. The interaction between the gut microbiota and liver is termed the gut‑liver axis. The gut‑liver axis provides a novel research direction for mechanism of liver disease development. The present review discusses the role of the gut‑liver axis and how this can be targeted by novel treatments for common liver diseases.

一些肝脏疾病的发病率有所上升。肠道微生物群在肝炎、肝硬化和肝癌的发病机制中发挥着作用。肠道微生物群被认为是 "新的虚拟代谢器官"。肠道微生物群与肝脏之间的相互作用被称为 "肠肝轴"。肠肝轴为肝病发展机制提供了一个新的研究方向。本综述讨论了肠道-肝轴的作用,以及如何通过新型疗法针对常见肝病进行治疗。
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引用次数: 0
Long non‑coding RNA SNHG1 promotes autophagy in vascular smooth muscle cells induced by facilitating CLEC7A. 长非编码 RNA SNHG1 在促进 CLEC7A 的诱导下促进血管平滑肌细胞的自噬。
IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-11-08 DOI: 10.3892/mmr.2024.13385
Hao-Wei Deng, Wen-Bin Teng, Shao-Dan Zhou, Zi-Ming Ye, Zi-Mei Dong, Rui-Ting Hu, Chao Qin

Long non‑coding RNAs serve a crucial role in autophagy of vascular smooth muscle cells (VSMCs). The present study aimed to investigate the effect of small nucleolar RNA host gene 1 (SNHG1) on autophagy in VSMCs and the associated underlying mechanisms. Rapamycin was used to induce autophagy in VSMCs and the effects of SNHG1 on the proliferation and migration of VSMCs and the change in phenotype were tested following overexpression and silencing of SNHG1. The target gene of SNHG1 was predicted and validated. SNHG1‑regulated autophagy of VSMCs via C‑type lectin domain family 7 member A (CLEC7A) was determined by combined silencing of SNHG1 and overexpression of CLEC7A. Rapamycin‑induced autophagy in VSMCs changed the cell phenotype from contractile to synthetic, with decreased expression of α‑smooth muscle actin and smooth muscle protein 22a and increased expression of osteopontin. Overexpression of SNHG1 caused the same change in phenotype while the opposite change was observed following SNHG1 silencing. Overexpression of SNHG1 promoted the proliferation and migration of VSMCs. CLEC7A was identified as a target gene of SNHG1 and a direct binding relationship between them was confirmed by RNA immunoprecipitation and RNA pull‑down assays. Overexpression of SNHG1 increased the expression of CLEC7A. The expression of both SNHG1 and CLEC7A was increased during autophagy of VSMCs. Overexpression of SNHG1 promoted autophagy of VSMCs and silencing of CLEC7A reduced this effect of SNHG1. In conclusion, SNHG1 and CLEC7A were increased in VSMCs following autophagy. SNHG1 promotes the conversion of VSMCs from a contractile phenotype to a synthetic phenotype by facilitating CLEC7A expression.

长非编码 RNA 在血管平滑肌细胞(VSMC)的自噬过程中起着至关重要的作用。本研究旨在探讨小核RNA宿主基因1(SNHG1)对血管平滑肌细胞自噬的影响及其相关机制。本研究使用雷帕霉素诱导 VSMCs 自噬,并检测 SNHG1 在过表达和沉默后对 VSMCs 增殖和迁移的影响以及表型的变化。预测并验证了 SNHG1 的靶基因。通过联合沉默 SNHG1 和过表达 CLEC7A,确定了 SNHG1 通过 C 型凝集素域家族 7 成员 A(CLEC7A)调控 VSMC 的自噬。雷帕霉素诱导的 VSMC 自噬使细胞表型从收缩型转变为合成型,α-平滑肌肌动蛋白和平滑肌蛋白 22a 的表达量减少,而骨桥蛋白的表达量增加。过表达 SNHG1 会导致表型发生同样的变化,而沉默 SNHG1 则会导致相反的变化。过表达 SNHG1 可促进 VSMC 的增殖和迁移。CLEC7A被确定为SNHG1的靶基因,RNA免疫沉淀和RNA牵引实验证实了它们之间的直接结合关系。SNHG1的过表达增加了CLEC7A的表达。在VSMC自噬过程中,SNHG1和CLEC7A的表达均有所增加。过量表达 SNHG1 会促进 VSMC 的自噬,而沉默 CLEC7A 则会降低 SNHG1 的这种作用。总之,自噬后,VSMCs 中的 SNHG1 和 CLEC7A 增加。SNHG1 通过促进 CLEC7A 的表达,促进 VSMC 从收缩表型转化为合成表型。
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引用次数: 0
Reinforcement learning for online testing of autonomous driving systems: a replication and extension study. 用于自动驾驶系统在线测试的强化学习:一项复制和扩展研究。
IF 3.5 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-01-01 Epub Date: 2024-11-05 DOI: 10.1007/s10664-024-10562-5
Luca Giamattei, Matteo Biagiola, Roberto Pietrantuono, Stefano Russo, Paolo Tonella

In a recent study, Reinforcement Learning (RL) used in combination with many-objective search, has been shown to outperform alternative techniques (random search and many-objective search) for online testing of Deep Neural Network-enabled systems. The empirical evaluation of these techniques was conducted on a state-of-the-art Autonomous Driving System (ADS). This work is a replication and extension of that empirical study. Our replication shows that RL does not outperform pure random test generation in a comparison conducted under the same settings of the original study, but with no confounding factor coming from the way collisions are measured. Our extension aims at eliminating some of the possible reasons for the poor performance of RL observed in our replication: (1) the presence of reward components providing contrasting feedback to the RL agent; (2) the usage of an RL algorithm (Q-learning) which requires discretization of an intrinsically continuous state space. Results show that our new RL agent is able to converge to an effective policy that outperforms random search. Results also highlight other possible improvements, which open to further investigations on how to best leverage RL for online ADS testing.

在最近的一项研究中,强化学习(RL)与多目标搜索结合使用,在深度神经网络支持系统的在线测试中表现优于其他技术(随机搜索和多目标搜索)。对这些技术的实证评估是在最先进的自动驾驶系统(ADS)上进行的。这项工作是该实证研究的复制和扩展。我们的重复研究表明,在与原始研究相同的设置下进行的比较中,RL 并没有优于纯粹的随机测试生成,但碰撞测量的方式并没有带来混杂因素。我们的扩展旨在消除在复制中观察到的 RL 性能不佳的一些可能原因:(1) 向 RL 代理提供对比反馈的奖励成分的存在;(2) RL 算法(Q-learning)的使用要求对本质上连续的状态空间进行离散化。结果表明,我们的新 RL 代理能够收敛到优于随机搜索的有效策略。结果还凸显了其他可能的改进,这为进一步研究如何最好地利用 RL 进行在线 ADS 测试提供了可能。
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