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Angiodrastic Chemokines Production by Colonic Cancer Cell Lines 结肠癌细胞系血管趋化因子的产生
Pub Date : 2022-04-29 DOI: 10.3390/onco2020006
Emmanouil George, Moursellas Andrew, Tzardi Maria, Voumvouraki Argyro, Kouroumalis Elias
Purpose: To study the production of angiodrastic chemokines by colonic cancer cell lines. Methods: A pro-angiogenic factor (VEGF), two angiogenic chemokines (CXCL8, CXCL6), and one angiostatic (CXCL4) chemokine were measured by ELISA in the supernatants of the colon cancer cell lines HT-29 and Caco-2. Cells were cultured for 24 h in the presence of serum from cancer patients or healthy individuals. Results were analyzed by one-way ANOVA and the General Linear Model for repeated measures. Results: Colonic epithelial cells are potent producers of angiodrastic chemokines. HT-29 and Caco-2 cells produce all four chemokines under basal conditions and 24 h after incubation with human serum. The secretion response, however, was completely different. HT-29 cells produce more CXCL8 and VEGF irrespective of culture conditions, while Caco-2 cells seem unresponsive with respect to CXCL6 and CXCL4. Moreover, HT-29 cells produce more CXCL8 and VEGF when incubated with cancer serum, contrary to Caco-2 cells which produce more CXCL4 under the same conditions. Conclusions: The two colon cancer cell lines were producers of all chemokines studied, but their responses were not uniform under similar culture conditions. CXCL8 and VEGF are differently regulated compared to CXCL4 and CXCL6 in these two cell lines
目的:研究结肠癌癌症细胞系分泌血管紧张性趋化因子的情况。方法:用ELISA法检测癌症细胞株HT-29和Caco-2的上清液中一种促血管生成因子(VEGF)、两种血管生成趋化因子(CXCL8、CXCL6)和一种血管生成性趋化因子。细胞在癌症患者或健康个体的血清存在下培养24小时。结果通过单因素方差分析和重复测量的一般线性模型进行分析。结果:结肠上皮细胞是血管紧张性趋化因子的有效生产者。HT-29和Caco-2细胞在基础条件下和与人血清孵育24小时后产生所有四种趋化因子。然而,分泌反应却完全不同。无论培养条件如何,HT-29细胞都会产生更多的CXCL8和VEGF,而Caco-2细胞似乎对CXCL6和CXCL4没有反应。此外,当与癌症血清孵育时,HT-29细胞产生更多的CXCL8和VEGF,这与在相同条件下产生更多CXCL4的Caco-2细胞相反。结论:癌症细胞系是所研究的所有趋化因子的产生者,但在相似的培养条件下,它们的反应并不一致。在这两种细胞系中,CXCL8和VEGF与CXCL4和CXCL6相比受到不同的调节
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引用次数: 1
Sparse-Input Neural Networks to Differentiate 32 Primary Cancer Types on the Basis of Somatic Point Mutations 基于体细胞点突变的稀疏输入神经网络鉴别32种原发性癌症类型
Pub Date : 2022-03-31 DOI: 10.3390/onco2020005
Nikolaos Dikaios
Background and Objective: This paper aimed to differentiate primary cancer types from primary tumor samples on the basis of somatic point mutations (SPMs). Primary cancer site identification is necessary to perform site-specific and potentially targeted treatment. Current methods such as histopathology and lab tests cannot accurately determine cancer origin, which results in empirical patient treatment and poor survival rates. The availability of large deoxyribonucleic acid sequencing datasets has allowed scientists to examine the ability of somatic mutations to classify primary cancer sites. These datasets are highly sparse since most genes will not be mutated, have a low signal-to-noise ratio, and are often imbalanced since rare cancers have fewer samples. Methods: To overcome these limitations a sparse-input neural network (SPINN) is suggested that projects the input data in a lower-dimensional space, where the more informative genes are used for learning. To train and evaluate SPINN, an extensive dataset for SPM was collected from the cancer genome atlas containing 7624 samples spanning 32 cancer types. Different sampling strategies were performed to balance the dataset. SPINN was further validated on an independent ICGC dataset that contained 226 samples spanning four cancer types. Results and Conclusions: SPINN consistently outperformed classification algorithms such as extreme gradient boosting, deep neural networks, and support vector machines, achieving an accuracy up to 73% on independent testing data. Certain primary cancer types/subtypes (e.g., lung, brain, colon, esophagus, skin, and thyroid) were classified with an F-score > 0.80.
背景与目的:本文旨在根据体细胞点突变(SPMs)从原发性肿瘤样本中区分原发性癌症类型。原发性癌症位点识别对于进行位点特异性和潜在靶向治疗是必要的。目前的组织病理学和实验室检测等方法无法准确确定癌症的起源,这导致了经验患者治疗和低存活率。大型脱氧核糖核酸测序数据集的可用性使科学家能够检查体细胞突变对原发性癌症位点进行分类的能力。这些数据集高度稀疏,因为大多数基因不会突变,信噪比低,而且由于罕见癌症的样本较少,数据集往往不平衡。方法:为了克服这些限制,提出了一种稀疏输入神经网络(SPINN),将输入数据投影到较低维空间中,在那里使用信息量较大的基因进行学习。为了训练和评估SPINN,从癌症基因组图谱中收集了SPM的广泛数据集,该图谱包含跨越32种癌症类型的7624个样本。采用不同的采样策略来平衡数据集。SPINN在一个独立的ICGC数据集上得到了进一步验证,该数据集包含跨越四种癌症类型的226个样本。结果和结论:SPINN始终优于极限梯度提升、深度神经网络和支持向量机等分类算法,在独立测试数据上实现了高达73%的准确率。某些原发性癌症类型/亚型(如肺、脑、结肠、食道、皮肤和甲状腺)的F评分>0.80。
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引用次数: 0
Akt/mTOR Activation in Lung Cancer Tumorigenic Regulators and Their Potential Value as Biomarkers 肺癌症致瘤调节因子Akt/mTOR的激活及其作为生物标志物的潜在价值
Pub Date : 2022-02-25 DOI: 10.3390/onco2010004
C. Sousa, B. Silva‐Lima, M. Videira
The high incidence and modest therapeutic outcomes of lung cancer have prompted the identification of cell molecular targets/biomarkers within the complex networks of interactions involved in cell malignancy. Most of the EMT-related regulatory mediators underline patients’ biologic variations, therapeutic refractory events, and tumor cell heterogeneity. Patient stratification based on the understanding of the relevant pathways, such as the PI3K/Akt axis crucial in EMT initiation, could favorably alter disease management. Significant clinical advantage could be expected when overexpressed Akt tyrosine kinase (Akt2) is addressed as a malignant biomarker to guide clinical management decisions, improving prognosis in lung cancer patients. Moreover, one should not miss the opportunity of using it as a druggable target aiming at the inhibition of the downstream complexity that underlies cell proliferation and survival, expression of stemness markers and drug resistance. The value of mTOR, as a downstream target of Akt, and the further activation of EMT transcription factors Twist, Snail and Zeb1 are revisited in this review. An in-depth state-of-the-art assessment provides evidence of its role in the mechanistic inhibition of epithelial markers, such as E-cadherin and miR-200, while inducing the expression of the mesenchymal ones, such as vimentin, N-cadherin, and miR-21. Lastly, evidence suggesting another transcription factor, FOXM1, as the link between the PI3K/Akt and Wnt/β-catenin pathways, prompting cell metabolism through the regulation of p70S6K, is analyzed. A more realistic approach is advised to address unmet clinical needs and support decision making at a clinical level. Taking into consideration several complex intracellular interactions might further improve patient stratification and result in better outcomes.
癌症的高发病率和适度的治疗结果促使在涉及细胞恶性肿瘤的复杂相互作用网络中识别细胞分子靶点/生物标志物。大多数与EMT相关的调节介质强调了患者的生物学变异、治疗难治性事件和肿瘤细胞异质性。基于对相关途径的理解的患者分层,如对EMT启动至关重要的PI3K/Akt轴,可以有利地改变疾病管理。当过表达的Akt酪氨酸激酶(Akt2)被认为是指导临床管理决策的恶性生物标志物,改善癌症患者的预后时,可以预期显著的临床优势。此外,不应错过将其用作药物靶点的机会,该靶点旨在抑制细胞增殖和存活、干性标志物表达和耐药性的下游复杂性。mTOR作为Akt的下游靶点的价值,以及EMT转录因子Twist、Snail和Zeb1的进一步激活,在这篇综述中被重新审视。一项深入的最新评估提供了其在上皮标记物(如E-钙粘蛋白和miR-200)的机制抑制中的作用的证据,同时诱导间充质标记物(例如波形蛋白、N-钙粘蛋白、和miR-21)的表达。最后,分析了另一种转录因子FOXM1作为PI3K/Akt和Wnt/β-catenin通路之间的联系,通过调节p70S6K促进细胞代谢的证据。建议采用更现实的方法来解决未满足的临床需求,并支持临床层面的决策。考虑到几种复杂的细胞内相互作用可能会进一步改善患者分层,并产生更好的结果。
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引用次数: 2
Targeting Abnormal Cell Cycle in Cancer: A Preface to the Special Issue 靶向癌症异常细胞周期:特刊序言
Pub Date : 2022-01-13 DOI: 10.3390/onco2010003
Chiaki Takahashi, Jun Kato
The accelerated cell cycle progression is one of the hallmarks of human cancer [...]
加速的细胞周期进程是人类癌症的标志之一。
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引用次数: 0
Optimizing the Pharmacological and Optical Dosimetry for Photodynamic Therapy with Methylene Blue and Nanoliposomal Benzoporphyrin on Pancreatic Cancer Spheroids 优化亚甲基蓝和纳米脂质体苯并卟啉光动力治疗胰腺癌球体的药理学和光学剂量学
Pub Date : 2022-01-07 DOI: 10.3390/onco2010002
Tristan le Clainche, Nazareth Milagros Carigga Gutierrez, Núria Pujol-Solé, J. Coll, M. Broekgaarden
Photodynamic therapy (PDT) is a cancer treatment that relies on the remote-controlled activation of photocatalytic dyes (photosensitizers) in cancer tissues. To effectively treat cancer, a variety of pharmacological and optical parameters require optimization, which are dependent on the photosensitizer type. As most photosensitizers are hydrophobic molecules, nanoliposomes are frequently used to increase the biocompatibility of these therapeutics. However, as nanoliposomes can influence the therapeutic performance of photosensitizers, the most suitable treatment parameters need to be elucidated. Here, we evaluate the efficacy of PDT on spheroid cultures of PANC-1 and MIA PaCa-2 pancreatic cancer cells. Two strategies to photosensitize the pancreatic microtumors were selected, based on either nanoliposomal benzoporphyrin derivative (BPD), or non-liposomal methylene blue (MB). Using a comprehensive image-based assay, our findings show that the PDT efficacy manifests in distinct manners for each photosensitizer. Moreover, the efficacy of each photosensitizer is differentially influenced by the photosensitizer dose, the light dose (radiant exposure or fluence in J/cm2), and the dose rate (fluence rate in mW/cm2). Taken together, our findings illustrate that the most suitable light dosimetry for PDT strongly depends on the selected photosensitization strategy. The PDT dose parameters should therefore always be carefully optimized for different models of cancer.
光动力疗法(PDT)是一种依靠远程控制激活癌症组织中的光催化染料(光敏剂)的癌症治疗方法。为了有效地治疗癌症,各种药理和光学参数需要优化,这取决于光敏剂的类型。由于大多数光敏剂是疏水分子,纳米脂质体经常被用来增加这些疗法的生物相容性。然而,由于纳米脂质体会影响光敏剂的治疗性能,因此需要阐明最合适的治疗参数。在这里,我们评估了PDT对PANC-1和MIA PaCa-2胰腺癌细胞球形培养的疗效。选择了两种光敏化胰腺微肿瘤的策略,基于纳米脂质体苯并卟啉衍生物(BPD)或非脂质体亚甲基蓝(MB)。使用全面的基于图像的分析,我们的研究结果表明,PDT功效表现在不同的方式为每个光敏剂。此外,每种光敏剂的功效受到光敏剂剂量、光剂量(以J/cm2为单位的辐射暴露或影响)和剂量率(以mW/cm2为单位的影响)的不同影响。综上所述,我们的研究结果表明,PDT最合适的光剂量法在很大程度上取决于所选择的光敏化策略。因此,PDT剂量参数应始终针对不同的癌症模型仔细优化。
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引用次数: 3
Core Needle Biopsy Enhances the Activity of the CCL2/CCR2 Pathway in the Microenvironment of Invasive Breast Cancer 核针穿刺增强侵袭性乳腺癌症微环境中CCL2/CCR2通路的活性
Pub Date : 2021-12-30 DOI: 10.3390/onco2010001
M. Heiskala, K. Joensuu, P. Heikkilä
The use of core needle biopsy (CNB) as a means to verify malignancy preoperatively is a paradigm in current breast cancer care, and the risk of enhancing tumor development by this procedure has been considered insignificant. Experimental work in mice has shown preoperative biopsies to increase tumor supportive elements in the microenvironment, whereas, in humans, the impact of CNB on the host’s immunologic response has not been investigated. In this pilot study, we compared the expression of CCL2/CCR2 pathway components at the protein level in samples from CNBs to those from the corresponding resected tumors from 52 patients with primary breast cancer. We found an increased expression of CD163, CD14 and CCR2 in monocytes/macrophages and a slight decrease of CCL2 in the malignant epithelium in the tumors after the biopsy. The increased infiltration of immunosuppressive monocytes/macrophages and the decreased tumor cell CCL2 expression, presumably due to the CCR2 availability-dependent CCL2 internalization, suggest that CNB enhances the activity of the CCL2/CCR2 pathway, and this finding warrants confirmatory examination. The switch in the context-dependent role of CCL2 on the polarization of macrophages may lead to increased tumor supportive function both locally and in the peripheral immune machinery. The future directions in breast cancer should include early interventions to support the tumor surveillance of the host.
使用核心针活组织检查(CNB)作为术前验证恶性程度的手段是当前癌症治疗的一种模式,这种方法增强肿瘤发展的风险被认为是微不足道的。在小鼠身上的实验工作表明,术前活检可以增加微环境中的肿瘤支持元素,而在人类身上,CNB对宿主免疫反应的影响尚未得到研究。在这项初步研究中,我们比较了CNB样品与52例原发性癌症患者相应切除肿瘤样品中CCL2/CCR2途径成分在蛋白质水平上的表达。活检后,我们发现单核细胞/巨噬细胞中CD163、CD14和CCR2的表达增加,肿瘤恶性上皮中CCL2的表达略有下降。免疫抑制单核细胞/巨噬细胞的浸润增加和肿瘤细胞CCL2表达减少,可能是由于CCR2的可用性依赖性CCL2内化,表明CNB增强了CCL2/CCR2途径的活性,这一发现值得验证。CCL2在巨噬细胞极化中的上下文依赖性作用的转变可能导致局部和外周免疫机制中肿瘤支持功能的增加。癌症的未来方向应包括早期干预,以支持宿主的肿瘤监测。
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引用次数: 1
Open Data to Support CANCER Science—A Bioinformatics Perspective on Glioma Research 开放数据支持癌症科学——胶质瘤研究的生物信息学视角
Pub Date : 2021-12-13 DOI: 10.3390/onco1020016
Fleur Jeanquartier, Claire Jean-Quartier, Sarah Stryeck, Andreas Holzinger
Supporting data sharing is paramount to making progress in cancer research. This includes the search for more precise targeted therapies and the search for novel biomarkers, through cluster and classification analysis, and extends to learning details in signal transduction pathways or intra- and intercellular interactions in cancer, through network analysis and network simulation. Our work aims to support and promote the use of publicly available resources in cancer research and demonstrates artificial intelligence (AI) methods to find answers to detailed questions. For example, how targeted therapies can be developed based on precision medicine or how to investigate cell-level phenomena with the help of bioinformatical methods. In our paper, we illustrate the current state of the art with examples from glioma research, in particular, how open data can be used for cancer research in general, and point out several resources and tools that are readily available. Presently, cancer researchers are often not aware of these important resources.
支持数据共享对于癌症研究取得进展至关重要。这包括通过聚类和分类分析搜索更精确的靶向治疗和新的生物标志物,并通过网络分析和网络模拟扩展到癌症信号传导途径或细胞内和细胞间相互作用的学习细节。我们的工作旨在支持和促进在癌症研究中使用公共资源,并展示人工智能(AI)方法来寻找详细问题的答案。例如,如何在精准医学的基础上开发靶向疗法,或者如何借助生物信息学方法研究细胞水平的现象。在我们的论文中,我们用神经胶质瘤研究的例子说明了当前的技术状态,特别是如何将开放数据用于癌症研究,并指出了几种现成的资源和工具。目前,癌症研究人员往往没有意识到这些重要的资源。
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引用次数: 1
Yttrium-90 Internal Radiation Therapy as Part of the Multimodality Treatment of Metastatic Colorectal Carcinoma 钇-90内放疗作为转移性结直肠癌多模式治疗的一部分
Pub Date : 2021-12-11 DOI: 10.3390/onco1020015
M. D. Del Rosario, N. Abi-Jaoudeh, M. Cho, Z. Jutric, F. Dayyani
About 70% of patients with metastatic colorectal carcinoma (mCRC) have liver metastases. Hepatic failure accounts for most mCRC-related deaths. Therefore, controlling liver metastases may improve outcomes. A data overview of liver-directed treatment using yttrium-90 selective internal radiation therapy (SIRT) is provided as part of a multimodality treatment. SIRT in mCRC is discussed, and the prognostic factors for patient selection are defined. Pooled analyses of three recent trials incorporating SIRT plus chemotherapy revealed subsets of patients with mCRC who might benefit from SIRT. A multidisciplinary treatment for most mCRC patients is proposed to achieve long-term survival in this cohort of patients.
大约70%的转移性结直肠癌(mCRC)患者有肝转移。肝衰竭是大多数mCRC相关死亡的原因。因此,控制肝转移可以改善预后。作为多模式治疗的一部分,提供了使用钇-90选择性内部放射治疗(SIRT)的肝脏定向治疗的数据概述。讨论了mCRC中的SIRT,并定义了患者选择的预后因素。对最近三项合并SIRT和化疗的试验进行的汇总分析显示,mCRC患者可能受益于SIRT。建议对大多数mCRC患者进行多学科治疗,以实现该患者队列的长期生存。
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引用次数: 0
Decoding the Oncogenic Signals from the Long Non-Coding RNAs 从长非编码RNA中解码致癌信号
Pub Date : 2021-12-10 DOI: 10.3390/onco1020014
Revathy Nadhan, D. Dhanasekaran
Cancer is one of the leading causes of death worldwide. Multifactorial etiology of cancer and tumor heterogeneity are the two most acute challenges in existing diagnostic and therapeutic strategies for cancer. An effective precision cancer medicine strategy to overcome these challenges requires a clear understanding of the transcriptomic landscape of cancer cells. Recent innovative breakthroughs in high-throughput sequencing technologies have identified the oncogenic or tumor-suppressor role of several long non-coding RNAs (lncRNAs). LncRNAs have been characterized as regulating various signaling cascades which are involved in the pathobiology of cancer. They modulate cancer cell survival, proliferation, metabolism, invasive metastasis, stemness, and therapy-resistance through their interactions with specific sets of proteins, miRNAs and other non-coding RNAs, mRNAs, or DNAs in cells. By virtue of their ability to regulate multiple sets of genes and their cognate signaling pathways, lncRNAs are emerging as potential candidates for diagnostic, prognostic, and therapeutic targets. This review is focused on providing insight into the mechanisms by which different lncRNAs play a critical role in cancer growth, and their potential role in cancer diagnosis, prognosis, and therapy.
癌症是全球主要的死亡原因之一。癌症的多因素病因和肿瘤异质性是癌症现有诊断和治疗策略中最紧迫的两个挑战。克服这些挑战的有效精准癌症医学策略需要对癌症细胞的转录组学景观有清楚的了解。高通量测序技术的最新创新突破已经确定了几种长非编码RNA(lncRNA)的致癌或抑癌作用。LncRNA已被表征为调节参与癌症病理生物学的各种信号级联。它们通过与细胞中特定的蛋白质、miRNA和其他非编码RNA、mRNA或DNA的相互作用,调节癌症细胞的存活、增殖、代谢、侵袭性转移、干燥和抗治疗性。凭借其调节多组基因及其同源信号通路的能力,lncRNA正在成为诊断、预后和治疗靶点的潜在候选者。这篇综述的重点是深入了解不同lncRNA在癌症生长中发挥关键作用的机制,以及它们在癌症诊断、预后和治疗中的潜在作用。
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引用次数: 4
Role of NK Cells in Cancer and Immunotherapy NK细胞在肿瘤和免疫治疗中的作用
Pub Date : 2021-12-03 DOI: 10.3390/onco1020013
P. Vishwasrao, S. Hui, D. Smith, V. Khairnar
Increasing knowledge of cancer immunology has led to the design of therapies using immune cells directly or manipulating their activity, collectively termed immunotherapy. In the field of immuno-oncology, research on adaptive immune T cells has led to the development of CAR-T cells. Innate immune cells such as NK cells can also eliminate oncogenically transformed cells and regulate cells of the immune system. Considering NK cells as a live drug, numerous methods for the isolation and activation of NK cells have been shown to be clinically and therapeutically relevant. In such processes, various cytokines and antibodies present a source of stimulation of NK cells and enhance the efficacy of such treatments. The ex vivo expansion and activation of NK cells, along with genetic modification with CAR, enhance their antitumor activity. Recent preclinical studies have shown an antitumor effect through extracellular vesicles (EVs) derived from NK cells. Work with autologous NK cells has provided insights for clinical applications. In this review, we outline the recent advances of NK-cell-based immunotherapies, summarizing CAR-NK cells, BiKEs, and TriKEs as treatment options against cancer. This review also discusses the challenges of NK cell immunotherapy.
对癌症免疫学知识的增加导致了直接使用免疫细胞或操纵其活性的治疗方法的设计,统称为免疫疗法。在免疫肿瘤学领域,对适应性免疫T细胞的研究带动了CAR-T细胞的发展。天然免疫细胞如NK细胞也可以清除致癌转化细胞,调节免疫系统细胞。考虑到NK细胞是一种活的药物,许多分离和激活NK细胞的方法已被证明具有临床和治疗相关性。在此过程中,各种细胞因子和抗体作为刺激NK细胞的来源,增强了NK细胞的治疗效果。NK细胞的体外扩增和活化,以及CAR基因修饰,增强了它们的抗肿瘤活性。最近的临床前研究表明,通过NK细胞衍生的细胞外囊泡(EVs)具有抗肿瘤作用。自体NK细胞的工作为临床应用提供了见解。在这篇综述中,我们概述了基于nk细胞的免疫疗法的最新进展,总结了CAR-NK细胞、bike和TriKEs作为治疗癌症的选择。本文还讨论了NK细胞免疫治疗的挑战。
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引用次数: 2
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