Oral Squamous Cell Carcinoma

口腔鳞状细胞癌
  • 文章类型: Journal Article
    BACKGROUND: Oral squamous cell carcinoma (OSCC) is a significant health issue worldwide, and the expression of long non-coding RNAs (lncRNAs) are altered in these malignancies. The present study evaluated the expression level of ATXN1 CDC42EP1 genes and the lncRNAs related to these genes (lnc-ATXN1L, lnc-ATXN1, lnc-ATXN10, and lnc-CDC42EP1) in paraffin blocks of oral and pharyngeal squamous cell carcinoma (SCC) samples from patients referred to Amir Alam Hospital in Tehran, Iran.
    RESULTS: This cross-sectional study was conducted on 76 paraffin blocks of oral and pharyngeal squamous cell carcinoma (SCC) samples from patients referred to Amir Alam Hospital in Tehran. The expression levels of ATXN1, CDC42EP1, lnc-ATXN1L, lnc-ATXN1, lnc-ATXN10, and lnc-CDC42EP1 were measured in all samples using a qPCR Master Mix kit. Real-time PCR was used to perform the reactions, and GAPDH was considered the housekeeping gene. Statistical analyses were conducted utilizing the Statistical Package for the Social Sciences (SPSS) version 22.0. The expression of lnc-ATXN1, lnc-ATXN10, and lnc-CDC42EP1 significantly differed between the two groups. All of them were downregulated (p < 0.05), and no significant difference was observed between the SCC samples and the adjacent tissue in other genes (p > 0.05). The expression of genes was not related to age, sex, size, and tumor location (p > 0.05).
    CONCLUSIONS: Dysexpression of lnc-ATXN1, lnc-ATXN10, and lnc-CDC42EP1 can be used for diagnosing OSCC.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    顺铂是一种基于铂的化合物,在日本广泛用于治疗无法手术的口腔鳞状细胞癌(OSCC);然而,对顺铂的耐药性提出了挑战,需要创新的方法。我们旨在研究靶向趋化因子受体CXCR4的治疗潜力,CXCR4与血管生成和肿瘤进展有关。使用CXCR4抑制剂AMD3100,联合顺铂。AMD3100通过抑制血管生成诱导OSCC异种移植物坏死和出血。我们研究了AMD3100加顺铂在顺铂耐药OSCC中增强抗肿瘤作用的联合能力。MTS测定在体外鉴定HSC-2细胞为顺铂抗性细胞。用顺铂-AMD组合治疗的小鼠表现出最显著的肿瘤体积减少,伴有大量出血和坏死。组织学检查表明AMD和顺铂-AMD组的肿瘤血管薄而短。这些结果表明,顺铂和AMD3100具有协同抗肿瘤作用,强调他们的血管治疗难治性OSCC的潜力。使用顺铂联合CXCR4抑制剂的抗肿瘤血管治疗为解决顺铂耐药的OSCC提供了新的策略。
    Cisplatin is a platinum-based compound that is widely used for treating inoperable oral squamous cell carcinoma (OSCC) in Japan; however, resistance to cisplatin presents a challenge and innovative approaches are required. We aimed to investigate the therapeutic potential of targeting the chemokine receptor CXCR4, which is involved in angiogenesis and tumor progression, using the CXCR4 inhibitor AMD3100, in combination with cisplatin. AMD3100 induced necrosis and bleeding in OSCC xenografts by inhibiting angiogenesis. We investigated the combined ability of AMD3100 plus cisplatin to enhance the antitumor effect in cisplatin-resistant OSCC. An MTS assay identified HSC-2 cells as cisplatin-resistant cells in vitro. Mice treated with the cisplatin-AMD combination exhibited the most significant reduction in tumor volume, accompanied by extensive hemorrhage and necrosis. Histological examination indicated thin and short tumor vessels in the AMD and cisplatin-AMD groups. These results indicated that cisplatin and AMD3100 had synergistic antitumor effects, highlighting their potential for vascular therapy of refractory OSCC. Antitumor vascular therapy using cisplatin combined with a CXCR4 inhibitor provides a novel strategy for addressing cisplatin-resistant OSCC.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:口腔癌是世界上十大最常见的恶性肿瘤之一,大约90%的病例是OSCC。尽管现有的治疗方式取得了进展,OSCC患者的死亡率在过去20年中一直居高不下.生存数据受到诊断时机的强烈影响:超过50%的患者在晚期被诊断,5年生存率低于50%。因此,早期诊断对改善患者预后起着至关重要的作用,早期癌症的存活率超过90%,而降至5-20%的III期和IV期疾病。这项前瞻性研究旨在评估诊断延迟,并研究各种患者和肿瘤因素及其与它们的关联。
    方法:这项前瞻性观察性研究于2023年12月至2024年2月进行。本研究的病例包括经临床诊断的口腔鳞状细胞癌,放射学和/或组织学确认。根据患者自己的通知,记录患者的延误天数,关于他们症状的发作到就医的时间。然后,这与各种患者和肿瘤相关因素有关。
    结果:总共对120名(n)患者进行了访谈,并招募了这些患者的病例表用于本研究。发现整个人群的中位主要延迟为90天,而中位次要延迟为11天。发现总延迟的中位数为106天。女性和年轻人群的中位总延迟较高,尽管没有统计学意义。然而,教育显示出显着影响,识字的患者出现得更早。吸烟和酗酒对延迟没有显着影响。各种肿瘤因素对延迟也没有任何统计学意义的影响,尽管,晚期和淋巴结次级的患者在更晚的时间出现。
    结论:与患者和肿瘤相关的因素以及与卫生保健提供者首次接触时做出的决定都会影响专家咨询前的延迟。在普通人群和全科医生中提高对HNC症状的认识是使患者获得治愈性治疗而不会拖延很长时间的方法。
    BACKGROUND: Oral cancer is one of the ten most common malignancies in the world and approximately 90 % of cases are OSCC. Despite the progress in available treatment modalities, the mortality of patients with OSCC has remained steadily high during the last 20 years. Survival data is strongly influenced by the timing of diagnosis: with more than 50 % of patients being diagnosed at an advanced stage, and their 5-year survival rate being less than 50 %. Therefore, early diagnosis plays a crucial role in improving a patient\'s prognosis, as early stage cancers show a survival rate of over 90 %, whereas it drops to 5-20 % stage III and IV disease. This prospective study has been conducted with an aim of assessing diagnostic delays and looking at the various patient and tumour factors and their association with them.
    METHODS: This prospective observational study was conducted from December 2023 to February 2024. The cases for the present study included cases of oral squamous cell carcinoma diagnosed by clinical, radiological and/or histological confirmation. The patient delay was recorded in days as informed by the patients themselves, about the onset of their symptoms to time taken to seek medical attention. This was then associated with various patient and tumour related factors.
    RESULTS: A total of 120 (n) patients were interviewed and these patient\'s case sheets were recruited for the present study. The median primary delay for the entire population was found to be 90 days while the median secondary delay was 11 days. The median total delay was found to be 106 days. The median total delay was higher among females and younger population though this was not statistically significant. However education showed a significant impact with literate patients presenting much earlier. Smoking and alcohol abuse did not show a significant effect on delay. Various tumour factors also did not show any statistically significant effect on delay although, patients with advanced stage and nodal secondaries presented at a much later time.
    CONCLUSIONS: Both patient and tumour related factors as well as the decisions made during the first contact with health care providers influence delay before specialist consultation. Raising awareness of HNC symptoms among the general population and GPs is the way to get patients to curative treatment without long delay.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:口腔癌对全球公共卫生构成重大威胁。此外,因为许多化疗都有副作用,天然草药可能对口腔癌治疗有益。牛膝(AA),一种潜在的药草,发挥各种药理和生化活性。
    目的:本研究旨在通过体外试验预测AA的抗口腔癌潜能和细胞死亡。
    方法:使用植物化学数据库从AA草本植物中选择了总共14种生物活性成分。通过MTT法分析AA草药提取物对口腔癌A253细胞的毒性。植物成分对丝氨酸/苏氨酸特异性蛋白激酶同工型的结合活性,即Akt1(PDBID:3qkk)和Akt2(PDBID:2jdo)蛋白,使用DiscoveryStudio2021和PyRx对接软件进行了分析。
    结果:细胞活力数据显示,AA提取物以剂量依赖性方式降低了口腔癌A253细胞系的活力并减少了活细胞的数量。AA的半最大浓度(IC50)值被评估为204.74μg/ml。基于结合亲和力,皂苷C(-CDOCKER能量=-77.9862),齐墩果酸(-CDOCKER能量=-49.4349),spinasterol(-CDOCKER能量=-38.1246),36,47-二羟基苯戊酮-4-酮(-CDOCKER能量=-32.4386),和20-羟基蜕皮激素(-CDOCKER能量=-31.9138)被确定为针对Akt1的最佳化合物,而,化合物皂苷C(-CDOCKER能量=-134.412),齐墩果酸(-CDOCKER能量=-90.0846),spinasterol(-CDOCKER能量=-78.3213),20-羟基蜕皮激素(-CDOCKER能量=-80.1049),和蜕皮激素(-CDOCKER能量=-73.3885)被鉴定为Akt2抑制剂。这些顶级化合物达到了药物评分值,药代动力学和物理化学特征,和药物相似度参数。
    结论:目前的发现表明,AA的先导分子可能是有效的,并可作为抗口腔癌的前瞻性药物开发。
    BACKGROUND: Oral cancer poses a significant threat to public health worldwide. In addition, because many chemotherapy treatments have negative side effects, natural herbs may be beneficial for oral cancer therapy. Achyranthes aspera (AA), a potential medicinal herb, exerts various pharmacological and biochemical activities.
    OBJECTIVE: The present study aimed to predict the anti-oral cancer potential of AA using in silico tools and cell death by in vitro testing.
    METHODS: A total of fourteen bioactive constituents from AA herb were selected using phytochemical databases. The toxicity of AA herb extract was analysed through MTT assay against oral carcinoma A253 cell line. The binding activities of the phytocomponents against serine/ threonine-specific protein kinases isoforms, namely Akt1 (PDB ID: 3qkk) and Akt2 (PDB ID: 2jdo) proteins, were analysed using Discovery Studio 2021 and PyRx docking software.
    RESULTS: Cell viability data revealed that AA extract decreased the viability and reduced the number of live cells of the oral carcinoma A253 cell line in a dose-dependent manner. The halfmaximal concentration (IC50) value of AA was assessed as 204.74 μg/ml. Based on binding affinity, saponin C (-CDOCKER energy = -77.9862), oleanolic acid (-CDOCKER energy = - 49.4349), spinasterol (-CDOCKER energy = -38.1246), 36,47-dihydroxyhenpentacontan-4-one (-CDOCKER energy = -32.4386), and 20-hydroxyecdysone (-CDOCKER energy = -31.9138) were identified as the best compounds against Akt1, while, compounds saponin C (-CDOCKER energy = -134.412), oleanolic acid (-CDOCKER energy = -90.0846), spinasterol (-CDOCKER energy = -78.3213), 20-hydroxyecdysone (-CDOCKER energy = -80.1049), and ecdysone (- CDOCKER energy = -73.3885) were identified as Akt2 inhibitors. These top compounds fulfilled drug score values, pharmacokinetic and physicochemical characteristics, and druglikeness parameters.
    CONCLUSIONS: The present findings reveal that the lead phytomolecules of AA could be effective and developed as a prospective drug against oral cancer.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    环状RNA(circularRNAs,circRNAs)已被确定为各种类型癌症的潜在生物标志物和治疗靶标,包括口腔鳞状细胞癌(OSCC)。Hsa_circRNA_101036被发现在OSCC中作为癌症抑制基因发挥作用;然而,潜在的监管机制仍不清楚。我们研究了hsa_circRNA_101036在OSCC发展和进展中的作用,并探索了其作为治疗靶标的潜力。
    我们进行了生物信息学分析,并使用实验方法研究了hsa_circRNA_101036的调节机制。数据库StarBasev.2.0用于预测hsa_circRNA_101036的潜在靶miRNA。hsa_circRNA_101036,miR-21-3p,测定OSCC癌组织(n=15)和邻近组织(n=15)样品中的TMTC2表达。我们还通过使用细胞活力检查了hsa_circRNA_101036过表达对OSCC细胞系的影响,迁移,和入侵检测。通过流式细胞术分析凋亡细胞的比例和活性氧(ROS)水平。我们还研究了hsa_circRNA_101036过表达如何影响OSCC细胞中miR-21-3p和TMTC2的水平以及内质网(ER)应激。
    hsa_circRNA_101036和TMTC2表达水平显著降低,而与癌旁组织和正常口腔成纤维细胞相比,miR-21-3p在肿瘤组织和OSCC细胞中的表达更高,分别。缺氧条件下HIF-1α和miR-21-3p表达水平显著升高,而hsa_circRNA_101036和TMTC2的水平降低。与内质网应激相关的蛋白质的表达水平,凋亡细胞的比例,缺氧刺激后ROS水平均升高。此外,发现hsa_circRNA_101036的过表达,而不是突变体hsa_circRNA_101036的过表达,可以增强缺氧对HSC3和OECM-1细胞的影响。hsa_circRNA_101036过表达抑制肿瘤生长并诱导ER应激。最后,miR-21-3p的敲低与hsa_circRNA_101036的过表达具有相同的效果。
    我们的发现表明,hsa_circRNA_101036在OSCC的发生和发展中起着至关重要的作用。hsa_circRNA_101036过表达加重内质网应激,在低氧条件下,OSCC中的细胞凋亡和ROS产生增加。Hsa_circRNA_101036通过增强OSCC中的miR-21-3p上调TMTC2表达。
    UNASSIGNED: Circular RNAs (circRNAs) have been identified as potential biomarkers and therapeutic targets for various types of cancer, including Oral squamous cell carcinoma (OSCC). Hsa_circRNA_101036 was found to function as a cancer suppressor gene in OSCC; however, the underlying regulatory mechanism remains unclear. We investigated the role of hsa_circRNA_101036 in OSCC development and progression and explored its potential as a therapeutic target.
    UNASSIGNED: We performed a bioinformatics analysis and used experimental approaches to investigate the regulatory mechanism of hsa_circRNA_101036. The database StarBase v.2.0 was used to predict potential target-miRNAs of hsa_circRNA_101036. The levels of hsa_circRNA_101036, miR-21-3p, and TMTC2 expression in samples of OSCC cancer tissue (n = 15) and adjacent tissue (n = 15) were determined. We also examined the effects of hsa_circRNA_101036 overexpression on OSCC cell lines by using cell viability, migration, and invasion assays. The proportions of apoptotic cells and the reactive oxygen species (ROS) levels were analyzed by flow cytometry. We also investigated how hsa_circRNA_101036 overexpression affected the levels of miR-21-3p and TMTC2, and endoplasmic reticulum (ER) stress in OSCC cells.
    UNASSIGNED: The levels of hsa_circRNA_101036 and TMTC2 expression were significantly lower, while miR-21-3p expression was higher in tumor tissues and OSCC cells when compared to adjacent tissues and normal oral fibroblasts, respectively. The levels of HIF-1α and miR-21-3p expression were significantly increased under conditions of hypoxia, while the levels of hsa_circRNA_101036 and TMTC2 were decreased. The expression levels of proteins associated with ER stress, the proportions of apoptotic cells, and the levels of ROS were all increased by hypoxia stimulation. In addition, overexpression of hsa_circRNA_101036, but not mutant hsa_circRNA_101036, was found to enhance the effect of hypoxia on HSC3 and OECM-1 cells. Hsa_circRNA_101036 overexpression suppressed tumor growth and induced ER stress. Finally, knockdown of miR-21-3p had the same effect as overexpression of hsa_circRNA_101036.
    UNASSIGNED: Our findings suggest that hsa_circRNA_101036 plays a critical role in the development and progression of OSCC. Overexpression of hsa_circRNA_101036 aggravated ER stress, and increased cell apoptosis and ROS production in OSCC under hypoxic conditions. Hsa_circRNA_101036 up-regulated TMTC2 expression by sponging miR-21-3p in OSCC.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    口腔鳞状细胞癌(OSCC)是一种侵袭性癌症,对全球人类生命和生活质量构成重大威胁。脂质代谢重编程显著影响肿瘤的发展,不仅影响肿瘤细胞,而且影响肿瘤相关巨噬细胞(TAMs)浸润。SOAT1是脂质代谢的关键酶,在各种癌症中具有很高的预后价值。这项研究表明,SOAT1在OSCC组织中高表达,并与M2TAMs浸润呈正相关。SOAT1表达的增加增强了细胞增殖的能力,肿瘤球的形成,迁移,和侵袭OSCC细胞,上调SREBP1调节的成脂途径,激活PI3K/AKT/mTOR通路并促进TAMs的M2样极化,从而有助于体外和体内的OSCC生长。此外,我们探索了调节SOAT1的上游转录因子,并发现ETS1正调节SOAT1的表达水平。敲低ETS1能有效抑制OSCC细胞的恶性表型,而恢复SOAT1表达可显着减轻这种抑制。基于这些发现,我们认为SOAT1受ETS1调节,通过促进脂质代谢和TAM的M2样极化在OSCC的发展中起关键作用。我们认为SOAT1是OSCC治疗的有希望的靶标,具有巨大的潜力。
    Oral squamous cell carcinoma (OSCC) is an aggressive cancer that poses a substantial threat to human life and quality of life globally. Lipid metabolism reprogramming significantly influences tumor development, affecting not only tumor cells but also tumor-associated macrophages (TAMs) infiltration. SOAT1, a critical enzyme in lipid metabolism, holds high prognostic value in various cancers. This study revealed that SOAT1 is highly expressed in OSCC tissues and positively correlated with M2 TAMs infiltration. Increased SOAT1 expression enhanced the capabilities of cell proliferation, tumor sphere formation, migration, and invasion in OSCC cells, upregulated the SREBP1-regulated adipogenic pathway, activated the PI3K/AKT/mTOR pathway and promoted M2-like polarization of TAMs, thereby contributing to OSCC growth both in vitro and in vivo. Additionally, we explored the upstream transcription factors that regulate SOAT1 and discovered that ETS1 positively regulates SOAT1 expression levels. Knockdown of ETS1 effectively inhibited the malignant phenotype of OSCC cells, whereas restoring SOAT1 expression significantly mitigated this suppression. Based on these findings, we suggest that SOAT1 is regulated by ETS1 and plays a pivotal role in the development of OSCC by facilitating lipid metabolism and M2-like polarization of TAMs. We propose that SOAT1 is a promising target for OSCC therapy with tremendous potential.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:白藜芦醇(Res)是一种具有抗肿瘤活性的天然植物雌激素。本研究旨在探讨Res在口腔鳞状细胞癌(OSCC)铁凋亡中的作用。
    方法:用不同剂量的Res处理正常人口腔角质形成细胞(HOK)/口服OSCC(CAL-27/SCC-9)细胞系。用MTT法测定Res毒性,计算Res对CAL-27和SCC-9细胞的半数最大抑制浓度值。通过CCK-8/集落形成测定/transwell测定/流式细胞术评估细胞活力/集落形成效率/迁移/侵袭/周期。p53蛋白在细胞核和细胞质中的表达,谷胱甘肽过氧化物酶4(GPX4)的表达,通过Westernblot和RT-qPCR检测SLC7A11信使RNA(mRNA)和蛋白表达水平。Fe2+含量,活性氧(ROS)水平,还原型谷胱甘肽(GSH),和乳酸脱氢酶(LDH)的释放进行了评估。
    结果:中低剂量Res对HOK细胞没有毒性作用,而高剂量Res显著降低HOK细胞活力。Res显著抑制OSCC细胞(CAL-27和SCC-9)的活力。Res抑制OSCC细胞集落形成/迁移/侵袭,并诱导G1期停滞。Res导致p53蛋白易位到细胞核,Fe2+含量明显增加,ROS水平和LDH释放,GSH含量和GPX4蛋白表达降低,并诱导铁性凋亡。p53的下调部分逆转了Res对CAL-27细胞恶性行为的抑制作用。Res通过促进p53进入细胞核来抑制SLC7A11转录。SLC7A11过表达否定了p53敲除对Res在OSCC细胞恶性行为和铁凋亡中的作用的调节作用。
    结论:Res通过调节p53/SLC7A11促进OSCC细胞的铁凋亡并抑制其恶性行为。
    OBJECTIVE: Resveratrol (Res) is a natural phytoestrogen with antitumor activity. This study sought to investigate the role of Res in ferroptosis in oral squamous cell carcinoma (OSCC).
    METHODS: Normal human oral keratinocyte (HOK)/oral OSCC (CAL-27/SCC-9) cell lines were treated with different doses of Res. Res toxicity was determined by MTT assay, with half maximal inhibitory concentration values of Res on CAL-27 and SCC-9 cells calculated. Cell viability/colony formation efficiency/migration/invasion/cycle were assessed by CCK-8/colony formation assay/transwell assay/flow cytometry. The expression of p53 protein in the nucleus and cytoplasm, glutathione peroxidase 4 (GPX4) expression, and SLC7A11 messenger RNA (mRNA) and protein expression levels were determined by Western blot and RT-qPCR. Fe2+ content, reactive oxygen species (ROS) level, reduced glutathione (GSH), and lactate dehydrogenase (LDH) release were assessed.
    RESULTS: Medium- to low-dose Res had no toxic effect on HOK cells, while high-dose Res markedly reduced HOK cell viability. Res significantly suppressed the viability of OSCC cells (CAL-27 and SCC-9). Res inhibited OSCC cell colony formation/migration/invasion, and induced G1 phase arrest. Res caused the translocation of p53 protein to the nucleus, obviously increased Fe2+ content, ROS level and LDH release, decreased GSH content and GPX4 protein expression, and induced ferroptosis. Down-regulation of p53 partially reversed the inhibitory effects of Res on CAL-27 cell malignant behaviors. Res inhibited SLC7A11 transcription by promoting p53 entry into the nucleus. SLC7A11 overexpression negated the the regulatory effects of p53 knockout on the role of Res in OSCC cell malignant behaviors and ferroptosis.
    CONCLUSIONS: Res accelerated ferroptosis and inhibited malignant behaviors in OSCC cells by regulating p53/SLC7A11.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Retraction of Publication
    在本文发表之后,它是提请编辑的注意,一个有关的读者,集落形成试验数据显示在图。第4页。6与不同作者在不同研究机构撰写的其他文章中以不同形式出现的数据惊人地相似,已经出版了。由于上述文章中的有争议的数据在提交给分子医学报告之前已经发表,编辑已经决定这篇论文应该从期刊上撤回。在与作者接触后,他们接受了撤回文件的决定。编辑对读者造成的不便表示歉意。[分子医学报告24:685,2021;DOI:10.3892/mmr.2021.12325]。
    Following the publication of this paper, it was drawn to the Editor\'s attention by a concerned reader that the colony formation assay data shown in Fig. 4C on p. 6 were strikingly similar to data appearing in different form in other articles written by different authors at different research institutes, which had already been published. Owing to the fact that the contentious data in the above article had already been published prior to its submission to Molecular Medicine Reports, the Editor has decided that this paper should be retracted from the Journal. After having been in contact with the authors, they accepted the decision to retract the paper. The Editor apologizes to the readership for any inconvenience caused. [Molecular Medicine Reports 24: 685, 2021; DOI: 10.3892/mmr.2021.12325].
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:口腔鳞状细胞癌(OSCC)在其早期和晚期阶段提出了重大的诊断挑战。本研究旨在利用OSCC患者术前MRI及生化指标预测肿瘤分期。
    方法:本研究涉及来自两个医疗中心的198名患者。对对比增强的T1加权(ceT1W)和T2加权(T2W)MRI进行了详细分析,将这些与生化指标相结合,进行综合评价。最初,选择42项临床生化指标进行考虑。通过单变量分析和多变量分析,仅保留那些p值小于0.05的指标用于模型开发.要提取成像特征,机器学习算法与视觉转换(ViT)技术结合使用。将这些特征与生化指标整合以进行预测建模。使用接收器工作特性(ROC)曲线评估模型的性能。
    结果:经过严格的生化指标筛选,为模型选择了四个关键标志物:胆固醇,甘油三酯,极低密度脂蛋白胆固醇和氯化物.模型,使用影像组学和深度学习开发,用于从ceT1W和T2W图像中提取特征,当单独使用这些成像方式时,在验证队列中显示出较低的曲线下面积(AUC)为0.85。然而,整合这些生化指标提高了模型的性能,将验证队列AUC增加到0.87。
    结论:在这项研究中,多模态融合后,模型的性能显著提高,优于单模态方法。
    结论:这种整合的影像组学,ViT型号,和脂质代谢物分析,提出了一种有前途的非侵入性技术来预测OSCC的分期。
    BACKGROUND: Oral Squamous Cell Carcinoma (OSCC) presents significant diagnostic challenges in its early and late stages. This study aims to utilize preoperative MRI and biochemical indicators of OSCC patients to predict the stage of tumors.
    METHODS: This study involved 198 patients from two medical centers. A detailed analysis of contrast-enhanced T1-weighted (ceT1W) and T2-weighted (T2W) MRI were conducted, integrating these with biochemical indicators for a comprehensive evaluation. Initially, 42 clinical biochemical indicators were selected for consideration. Through univariate analysis and multivariate analysis, only those indicators with p-values less than 0.05 were retained for model development. To extract imaging features, machine learning algorithms in conjunction with Vision Transformer (ViT) techniques were utilized. These features were integrated with biochemical indicators for predictive modeling. The performance of model was evaluated using the Receiver Operating Characteristic (ROC) curve.
    RESULTS: After rigorously screening biochemical indicators, four key markers were selected for the model: cholesterol, triglyceride, very low-density lipoprotein cholesterol and chloride. The model, developed using radiomics and deep learning for feature extraction from ceT1W and T2W images, showed a lower Area Under the Curve (AUC) of 0.85 in the validation cohort when using these imaging modalities alone. However, integrating these biochemical indicators improved the model\'s performance, increasing the validation cohort AUC to 0.87.
    CONCLUSIONS: In this study, the performance of the model significantly improved following multimodal fusion, outperforming the single-modality approach.
    CONCLUSIONS: This integration of radiomics, ViT models, and lipid metabolite analysis, presents a promising non-invasive technique for predicting the staging of OSCC.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:基因表达的准确调节对于细胞的正常发育和功能至关重要。相关基因JARID2在OSCC中的预后意义和潜在致癌机制尚不清楚,但现有的研究表明两者之间有显著的关联。
    方法:采用免疫组化实验和RT-qPCR分析OSCC患者肿瘤标本中JARID2基因的表达与临床病理因素的关系。根据患者的临床病理资料,使用公共数据库进行生物信息学分析,以确定JARID2在OSCC中的功能.敲低OSCC细胞系的构建,并通过CCK-8,伤口愈合试验评估JARID2对OSCC细胞系生物学行为的影响,和Transwell分析。
    结果:免疫组化实验证实了JARID2与OSCC患者预后的相关性,而RT-qPCR实验证明其在组织和细胞中的表达水平。CKK-8实验,伤口愈合试验,和Transwell实验表明,击倒JARID2对增殖有负面影响,入侵,和OSCC细胞的迁移。生物信息学分析结果显示,JARID2在OSCC中的表达与患者基因共表达密切相关,基因功能富集,免疫浸润,和药物敏感性。
    结论:我们的研究表明JARID2是一种新型的OSCC预后生物标志物和潜在的治疗靶点。
    BACKGROUND: Accurate regulation of gene expression is crucial for normal development and function of cells. The prognostic significance and potential carcinogenic mechanisms of the related gene JARID2 in OSCC are not yet clear, but existing research has indicated a significant association between the two.
    METHODS: The relationship between the expression of the JARID2 gene in tumor samples of OSCC patients and clinical pathological factors was analyzed using immunohistochemistry experiments and RT-qPCR analysis. Based on the clinical pathological data of patients, bioinformatics analysis was conducted using public databases to determine the function of JARID2 in OSCC. Knockdown OSCC cell lines were constructed, and the impact of JARID2 on the biological behavior of OSCC cell lines was assessed through CCK-8, wound healing assay, and transwell analysis.
    RESULTS: Immunohistochemistry experiments confirmed the correlation between JARID2 and the prognosis of OSCC patients, while RT-qPCR experiments demonstrated its expression levels in tissue and cells. CKK-8 experiments, wound healing assays, and Transwell experiments indicated that knocking down JARID2 had a negative impact on the proliferation, invasion, and migration of OSCC cells. Bioinformatics analysis results showed that the expression of JARID2 in OSCC is closely associated with patient gene co-expression, gene function enrichment, immune infiltration, and drug sensitivity.
    CONCLUSIONS: Our study indicates that JARID2 is a novel prognostic biomarker and potential therapeutic target for OSCC.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号