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Involvement of FAM170B-AS1, hsa-miR-1202, and hsa-miR-146a-5p in breast cancer. FAM170B-AS1、hsa-miR-1202 和 hsa-miR-146a-5p 在乳腺癌中的参与。
IF 2.2 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230396
Ahmed Saeed Abd ELhafeez, Hala Mostafa Ghanem, Menha Swellam, AlShaimaa Mohamed Taha

Background: FAM170B-AS1 is usually expressed low in all organs except for testicular tissues. No study was performed to explore its role in breast cancer (BC). Contradictory results were reported about hsa-miR-1202 and hsa-miR-146a-5p in BC.

Objective: The present study aimed to explore the involvement of FAM170B-AS1 in BC using bioinformatics predictive tools, followed by a practical validation besides exploring the impact of hsa-miR-1202 and hsa-miR-146a-5p in BC.

Methods: This study enrolled 96 female patients with BC, 30 patients with benign breast diseases (BBD), and 25 control subjects. The expressions of circulating FAM170B-AS1, hsa-miR-1202, and hsa-miR-146a-5p were quantified using qRT-PCR. These ncRNAs' associations, predictive, and diagnostic roles in BC were statistically tested. The underlying miRNA/mRNA targets of FAM170B-AS1 in BC were bioinformatically predicted followed by confirmation based on the GEPIA and TCGA databases.

Results: The expression of FAM170B-AS1 was upregulated in sera of BC patients and hsa-miR-1202 was upregulated in sera of BBD and BC patients while that of hsa-miR-146a-5p was downregulated in BC. These FAM170B-AS1 was significantly associated with BC when compared to BBD. FAM170B-AS1 and hsa-miR-1202 were statistically associated with the BC's stage, grade, and LN metastasis. FAM170B-AS1 and hsa-miR-146a-5p gave the highest specificity and sensitivity for BC. KRAS and EGFR were predicted to be targeted by FAM170B-AS1 through interaction with hsa-miR-143-3p and hsa-miR-7-5p, respectively. Based on the TCGA database, cancer patients having mutations in FAM170B show good overall survival.

Conclusions: The present study reported that for the first time, FAM170B-AS1 may be a potential risk factor, predictive, and diagnostic marker for BC. In addition, FAM170B-AS1 might be involved in BC by interacting with hsa-miR-143-3p/KRAS and hsa-miR-7-5p/EGFR through enhancement or repression that may present a new therapeutic option for BC.

背景:除睾丸组织外,FAM170B-AS1通常在所有器官中都低水平表达。目前还没有研究探讨其在乳腺癌(BC)中的作用。关于 hsa-miR-1202 和 hsa-miR-146a-5p 在乳腺癌中的作用,有相互矛盾的报道:本研究旨在利用生物信息学预测工具探讨 FAM170B-AS1 在 BC 中的参与情况,并在探讨 hsa-miR-1202 和 hsa-miR-146a-5p 在 BC 中的影响后进行实际验证:本研究共纳入了 96 名女性 BC 患者、30 名良性乳腺疾病(BBD)患者和 25 名对照组受试者。采用qRT-PCR方法定量检测了循环中FAM170B-AS1、hsa-miR-1202和hsa-miR-146a-5p的表达。对这些 ncRNA 在 BC 中的关联性、预测性和诊断作用进行了统计学检验。通过生物信息学方法预测了FAM170B-AS1在BC中的miRNA/mRNA靶标,并根据GEPIA和TCGA数据库进行了确认:结果:FAM170B-AS1和hsa-miR-1202在BBD和BC患者血清中表达上调,而hsa-miR-146a-5p表达下调。与BBD相比,这些ncRNA与BC有关。FAM170B-AS1和hsa-miR-1202与BC的分期、分级和LN转移有统计学关系。FAM170B-AS1和hsa-miR-146a-5p对BC的特异性和敏感性最高。据预测,FAM170B-AS1可通过与hsa-miR-143-3p和hsa-miR-7-5p的相互作用靶向KRAS和表皮生长因子受体。根据TCGA数据库,FAM170B突变的癌症患者总生存率较高:本研究首次报道了 FAM170B-AS1 可能是 BC 的危险因素、预测和诊断标志物。此外,FAM170B-AS1 还可能通过增强或抑制 hsa-miR-143-3p/KRAS 和 hsa-miR-7-5p/EGFR 与 BC 发生相互作用,从而参与 BC 的治疗。
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引用次数: 0
Bioinformatics analysis of markers based on m6A related to prognosis combined with immune invasion of rectal adenocarcinoma. 基于 m6A 的与直肠腺癌预后和免疫侵袭相关的标记物的生物信息学分析
IF 2.2 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230123
Shunkang Yan, Jiandong Zhang, Lianghe Li, Gang Chen, Zhongsheng Chen, Wei Zhan

Background: Colorectal cancer (CRC) is a common form of cancer, with rectal cancer accounting for approximately one-third of all cases. Among rectal cancers, 95% are classified as rectal adenocarcinoma (READ). Emerging evidence suggests that long noncoding RNAs (lncRNAs) play a significant role in the development and progression of various cancers. In our study, we aimed to identify differentially expressed lncRNAs potentially associated with m6A and establish a risk assessment model to predict clinical outcomes for READ patients.

Methods: The READ dataset from the TCGA database was utilized in this study to synergistically and logically integrate m6A and lncRNA, while employing bioinformatics technology for the identification of suitable biomarkers. A risk prediction model comprising m6A-associated lncRNAs was constructed to investigate the prognostic, diagnostic, and biological functional relevance of these m6A-related lncRNAs.

Results: Our research builds a composed of three related to m6A lncRNA rectal gland cancer prognosis model, and the model has been proved in the multi-dimensional can serve as the potential of the prognosis of rectal gland cancer biomarkers. Our study constructed a prognostic model of rectal adenocarcinoma consisting of three related m6A lncRNAs: linc00702, ac106900.1 and al583785.1.

Conclusion: The model has been validated as a potential prognostic biomarker for rectal cancer in multiple dimensions, aiming to provide clinicians with an indicator to assess the duration of straight adenocarcinoma. This enables early detection of rectal cancer and offers a promising target for immunotherapy.

背景:大肠癌(CRC)是一种常见的癌症,直肠癌约占所有病例的三分之一。在直肠癌中,95%被归类为直肠腺癌(READ)。新的证据表明,长非编码 RNA(lncRNA)在各种癌症的发生和发展中起着重要作用。在我们的研究中,我们旨在识别与m6A可能相关的差异表达lncRNA,并建立一个风险评估模型来预测READ患者的临床结局:本研究利用TCGA数据库中的READ数据集,对m6A和lncRNA进行协同和逻辑整合,同时利用生物信息学技术鉴定合适的生物标志物。结果表明:我们的研究建立了一个由三个与m6A相关的lncRNA组成的风险预测模型,以研究这些与m6A相关的lncRNA的预后、诊断和生物学功能相关性:我们的研究建立了一个由三个与m6A lncRNA相关的直肠腺癌预后模型,该模型在多维度上被证明可以作为直肠腺癌预后的潜在生物标志物。我们的研究构建了一个由三个相关的 m6A lncRNA:linc00702、ac106900.1 和 al583785.1 组成的直肠腺癌预后模型:该模型从多个维度验证了直肠癌潜在的预后生物标志物,旨在为临床医生提供评估直腺癌持续时间的指标。这有助于早期发现直肠癌,并为免疫疗法提供了一个很有前景的靶点。
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引用次数: 0
Long-chain noncoding RNA LINC01569 upregulates filamin A-interacting protein 1-like to prevent metastasis of triple-negative breast cancer via sponging miR-300. 长链非编码RNA LINC01569通过海绵化miR-300上调丝蛋白a相互作用蛋白1-like,阻止三阴性乳腺癌转移。
IF 3.1 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230261
Xinyu Jiang, Juli Lin, Zhanlin Zhu

Background: Long-chain noncoding RNA (lncRNA), LINC01569, is important for regulating the extracellular matrix, which affects cell migration. However, its involvement in the occurrence and development of triple-negative breast cancer (TNBC) remains unclear.

Objective: This study is aimed to investigate the role of LINC01569 on TNBC.

Methods: Online database was used for clinical data analysis. Cell viability and migration capability were monitored using cell counting kit-8 and transwell assays, respectively. Luciferase reporter assay and RNA pull-down were used to confirm the binding capability between noncoding RNAs and filamin A-interacting protein 1-like (FILIP1L). Western blotting was used to determine the protein content.

Results: Compared with normal breast tissue, LINC01569 was significantly reduced in patients with TNBC subtype, and LINC01569 expression gradually decreased with the progression of tumor stage. Patients with TNBC with high lncRNA LINC01569 levels had a better prognosis than did patients with low LINC01569 levels. LINC01569 overexpression inhibited the migration capability, whereas siRNA-mediated LINC01569 downregulation promoted the migration capability in TNBC cells. Using ENCORI and lncRNA SNP online databases, miR-300 was screened as the potential sponge of LINC01569. The binding of LINC01569 to miR-300 was confirmed using the dual-luciferase reporter and RNA pull-down assays. miR-300 was negatively correlated with LINC01569, and miR-300 mimics eliminated the anti-proliferation and anti-migration effects of LINC01569 on TNBC cells. Additionally, FILIP1L was further verified as the downstream target of miR-300. miR-300 mimics blocked LINC01569 upregulation-mediated elevation of FILIP1L. Importantly, the anti-tumor effects mediated by LINC01569 overexpression were abolished by miR-300 mimics and further restored by FILIP1L upregulation.

Conclusions: LINC01569 was expressed at a low level in TNBC and could sponge miR-300 to promote FILIP1L expression, reducing the proliferation and metastasis capability of TNBC. Thus, LINC01569 might be a useful biomarker in the diagnosis and prognosis of metastatic TNBC.

背景:长链非编码RNA (lncRNA), LINC01569,在调节细胞外基质中起重要作用,影响细胞迁移。然而,它在三阴性乳腺癌(TNBC)发生和发展中的作用尚不清楚。目的:本研究旨在探讨LINC01569在TNBC中的作用。方法:采用在线数据库对临床资料进行分析。分别用细胞计数试剂盒-8和transwell法监测细胞活力和迁移能力。荧光素酶报告基因实验和RNA下拉实验证实了非编码RNA与丝素a相互作用蛋白1样蛋白(filamin A-interacting protein 1-like, FILIP1L)的结合能力。Western blotting法测定蛋白质含量。结果:与正常乳腺组织相比,TNBC亚型患者中LINC01569表达明显降低,且随着肿瘤分期的进展,LINC01569表达逐渐降低。lncRNA LINC01569水平高的TNBC患者预后优于LINC01569水平低的TNBC患者。LINC01569过表达抑制了TNBC细胞的迁移能力,而sirna介导的LINC01569下调则促进了TNBC细胞的迁移能力。利用ENCORI和lncRNA SNP在线数据库,筛选miR-300作为LINC01569的潜在海绵。使用双荧光素酶报告基因和RNA下拉实验证实LINC01569与miR-300的结合。miR-300与LINC01569呈负相关,miR-300模拟物消除了LINC01569对TNBC细胞的抗增殖和抗迁移作用。此外,我们进一步验证了FILIP1L是miR-300的下游靶点。miR-300模拟物阻断了LINC01569上调介导的FILIP1L的升高。重要的是,LINC01569过表达介导的抗肿瘤作用被miR-300模拟物消除,并通过FILIP1L上调进一步恢复。结论:LINC01569在TNBC中低水平表达,可海绵miR-300促进FILIP1L表达,降低TNBC的增殖和转移能力。因此,LINC01569可能是一种有用的生物标志物,用于转移性TNBC的诊断和预后。
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引用次数: 0
Identification of Hub genes with prognostic values in colorectal cancer by integrated bioinformatics analysis. 通过综合生物信息学分析鉴定具有预后价值的结直肠癌 Hub 基因。
IF 2.2 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230113
Shan Li, Ting Li, Yan-Qing Shi, Bin-Jie Xu, Yu-Yong Deng, Xu-Guang Sun

Background: Our study aimed to investigate the Hub genes and their prognostic value in colorectal cancer (CRC) via bioinformatics analysis.

Methods: The data set of colorectal cancer was downloaded from the GEO database (GSE21510, GSE110224 and GSE74602) for differential expression analysis using the GEO2R tool. Hub genes were screened by protein-protein interaction (PPI) comprehensive analysis. GEPIA was used to verify the expression of Hub genes and evaluate its prognostic value. The protein expression of Hub gene in CRC was analyzed using the Human Protein Atlas database. The cBioPortal was used to analyze the type and frequency of Hub gene mutations, and the effects of mutation on the patients' prognosis. The TIMER database was used to study the correlation between Hub genes and immune infiltration in CRC. Gene set enrichment analysis (GSEA) was used to explore the biological function and signal pathway of the Hub genes and corresponding co-expressed genes.

Results: We identified 346 differentially expressed genes (DEGs), including 117 upregulated and 229 downregulated. Four Hub genes (AURKA, CCNB1, EXO1 and CCNA2) were selected by survival analysis and differential expression validation. The protein and mRNA expression levels of AURKA, CCNB1, EXO1 and CCNA2 were higher in CRC tissues than in adjacent tissues. There were varying degrees of immune cell infiltration and gene mutation of Hub genes, especially B cells and CD8+ T cells. The results of GSEA showed that Hub genes and their co-expressed genes mainly participated in chromosome segregation, DNA replication, translational elongation and cell cycle.

Conclusion: Overexpression of AURKA, CCNB1, CCNA2 and EXO1 had a better prognosis for CRC and this effect was correlation with gene mutation and infiltration of immune cells.

研究背景我们的研究旨在通过生物信息学分析研究结直肠癌(CRC)中的Hub基因及其预后价值:从 GEO 数据库(GSE21510、GSE110224 和 GSE74602)下载结直肠癌数据集,使用 GEO2R 工具进行差异表达分析。通过蛋白质-蛋白质相互作用(PPI)综合分析筛选出枢纽基因。GEPIA 用于验证 Hub 基因的表达并评估其预后价值。利用人类蛋白质图谱数据库分析了 Hub 基因在 CRC 中的蛋白质表达。cBioPortal 用于分析 Hub 基因突变的类型和频率,以及突变对患者预后的影响。TIMER 数据库用于研究 Hub 基因与 CRC 免疫浸润之间的相关性。基因组富集分析(Gene set enrichment analysis,GSEA)用于探索Hub基因及相应共表达基因的生物学功能和信号通路:结果:我们发现了346个差异表达基因(DEGs),包括117个上调基因和229个下调基因。通过生存分析和差异表达验证,筛选出四个中枢基因(AURKA、CCNB1、EXO1和CCNA2)。AURKA、CCNB1、EXO1和CCNA2在CRC组织中的蛋白和mRNA表达水平均高于邻近组织。免疫细胞尤其是 B 细胞和 CD8+ T 细胞对 Hub 基因有不同程度的浸润和基因突变。GSEA结果显示,Hub基因及其共表达基因主要参与染色体分离、DNA复制、翻译延伸和细胞周期:结论:AURKA、CCNB1、CCNA2 和 EXO1 的过表达对 CRC 的预后有较好的影响,这种影响与基因突变和免疫细胞的浸润有关。
{"title":"Identification of Hub genes with prognostic values in colorectal cancer by integrated bioinformatics analysis.","authors":"Shan Li, Ting Li, Yan-Qing Shi, Bin-Jie Xu, Yu-Yong Deng, Xu-Guang Sun","doi":"10.3233/CBM-230113","DOIUrl":"10.3233/CBM-230113","url":null,"abstract":"<p><strong>Background: </strong>Our study aimed to investigate the Hub genes and their prognostic value in colorectal cancer (CRC) via bioinformatics analysis.</p><p><strong>Methods: </strong>The data set of colorectal cancer was downloaded from the GEO database (GSE21510, GSE110224 and GSE74602) for differential expression analysis using the GEO2R tool. Hub genes were screened by protein-protein interaction (PPI) comprehensive analysis. GEPIA was used to verify the expression of Hub genes and evaluate its prognostic value. The protein expression of Hub gene in CRC was analyzed using the Human Protein Atlas database. The cBioPortal was used to analyze the type and frequency of Hub gene mutations, and the effects of mutation on the patients' prognosis. The TIMER database was used to study the correlation between Hub genes and immune infiltration in CRC. Gene set enrichment analysis (GSEA) was used to explore the biological function and signal pathway of the Hub genes and corresponding co-expressed genes.</p><p><strong>Results: </strong>We identified 346 differentially expressed genes (DEGs), including 117 upregulated and 229 downregulated. Four Hub genes (AURKA, CCNB1, EXO1 and CCNA2) were selected by survival analysis and differential expression validation. The protein and mRNA expression levels of AURKA, CCNB1, EXO1 and CCNA2 were higher in CRC tissues than in adjacent tissues. There were varying degrees of immune cell infiltration and gene mutation of Hub genes, especially B cells and CD8+ T cells. The results of GSEA showed that Hub genes and their co-expressed genes mainly participated in chromosome segregation, DNA replication, translational elongation and cell cycle.</p><p><strong>Conclusion: </strong>Overexpression of AURKA, CCNB1, CCNA2 and EXO1 had a better prognosis for CRC and this effect was correlation with gene mutation and infiltration of immune cells.</p>","PeriodicalId":56320,"journal":{"name":"Cancer Biomarkers","volume":" ","pages":"27-45"},"PeriodicalIF":2.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11191499/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139941350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RANK in cancer-associated fibroblasts: A valuable prognostic determinant for metastasis in early-stage breast cancer patients. 癌症相关成纤维细胞中的 RANK:早期乳腺癌患者转移的重要预后决定因素。
IF 2.2 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230523
María Belén Giorello, Francisco Raúl Borzone, María Florencia Mora, María Del Rosario Padin, Alejandra Wernicke, Vivian Labovsky, Norma Alejandra Chasseing

Background: The molecular system of receptor activator of nuclear factor kappa-β (RANK) and its ligand (RANKL) plays a role in a variety of physiological and pathological processes. These encompass the regulation of bone metabolism, mammary gland development, immune function, as well as their involvement and tumorigenesis. Nevertheless, limited knowledge exists regarding their function within the tumor microenvironment.

Methods and results: We explored the significance of RANK expression in cancer-associated fibroblasts (CAFs) as a prognostic biomarker in early breast cancer patients (BCPs) by immunohistochemistry. Results reveal a significant correlation between high RANK expression in CAFs and an increased risk of metastasis (p= 0.006), shorter metastasis-free survival (MFS) [p= 0.007, OR (95%CI) = 2.290 (1.259-4.156)], and lower overall survival (OS) [p= 0.004, OR (95%CI) = 2.469 (1.343-4.541)]. Upon analyzing the phenotype of CD34(-) CAFs isolated from primary tumors in BCPs, we observed co-expression of RANK with CD105 marker by immunofluorescence and flow cytometry, characteristic of mesenchymal stem/stromal cells (MSCs), suggesting the possible cellular origin. Also RANKL-RANK system increase the OCT-4, SOX-2 and DKK-1 (dickkopf 1) gene expression in CD34(-) CAFs by RT-PCR. Moreover, this system plays a crucial role in the migration of these CD34(-) CAFs.

Conclusions: These results support the clinical relevance of RANK in CAFs and propose its potential as a future therapeutic target in the treatment of early BCPs.

背景:核因子卡帕β受体激活剂(RANK)及其配体(RANKL)分子系统在多种生理和病理过程中发挥作用。这些过程包括调节骨代谢、乳腺发育、免疫功能以及参与肿瘤发生。然而,人们对它们在肿瘤微环境中的功能了解有限:我们通过免疫组化方法探讨了癌症相关成纤维细胞(CAFs)中 RANK 表达作为早期乳腺癌患者(BCPs)预后生物标志物的意义。结果显示,CAFs中RANK高表达与转移风险增加(p= 0.006)、无转移生存期(MFS)缩短[p= 0.007,OR(95%CI)= 2.290(1.259-4.156)]和总生存期(OS)降低[p= 0.004,OR(95%CI)= 2.469(1.343-4.541)]之间存在明显相关性。在分析从BCPs原发性肿瘤中分离出的CD34(-)CAFs的表型时,我们通过免疫荧光和流式细胞术观察到RANK与CD105标记物共同表达,这是间质干细胞/基质细胞(MSCs)的特征,表明其可能来源于细胞。RANKL-RANK系统还通过RT-PCR技术增加了CD34(-)CAFs中OCT-4、SOX-2和DKK-1(dickkopf 1)基因的表达。此外,该系统在这些 CD34(-)CAFs 的迁移过程中起着至关重要的作用:这些结果支持了 RANK 在 CAFs 中的临床意义,并提出了其作为治疗早期 BCPs 的未来治疗靶点的潜力。
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引用次数: 0
Diagnostic and prognostic utility of TROP-2, SLP-2, and CXCL12 expression in papillary thyroid carcinoma. 甲状腺乳头状癌中 TROP-2、SLP-2 和 CXCL12 表达的诊断和预后作用。
IF 3.1 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230230
Amany Selim Attia, Samia Hussein, Hend Sameh, Amr Khalil, Ahmad Barakat Waley, Ihab Matar, Reham Sameh

Background: Papillary thyroid carcinoma (PTC) is the most frequent thyroid malignancy. Histopathological examination is widely accepted as the gold standard test for the diagnosis of PTC. However, the histopathological examination sometimes can't differentiate PTC from other thyroid diseases. Differentiating PTC from other thyroid diseases is essential for a therapeutic approach and prognosis.

Objectives: The current study was performed to investigate the utility of TROP-2, SPL-2, and CXCL12 mRNA and protein expression in discriminating PTC from other thyroid diseases that mimic PTC.

Methods: The current study was performed on 75 cases of surgically resected thyroid glands. The cases were distributed in two groups: the PTC group and the non-PTC group. The PTC group consisted of 35 cases (25 patients of the classic PTC variant and 10 patients of the PTC follicular variant). The non-PTC group consisted of 40 cases (10 cases were multinodular goiter, 5 cases were Graves' disease, 5 cases were Hashimoto thyroiditis, 15 patients were follicular adenoma (FA) and 5 cases were follicular carcinoma). TROP-2, SPL-2, and CXCL12 mRNA expression were estimated by qRT-PCR, and protein expression was estimated by immunohistochemistry.

Results: There were upregulated TROP-2, SPL-2, and CXCL12 mRNA and protein expressions in PTC compared to non-PTC (P< 0.001, for each). There was a statistically significant upregulation in the mRNA expression of the three genes among PTC cases with larger tumor sizes (P< 0.001, for each), those with tumor stages III and IV (P= 0.008, 0.002 and < 0.001 respectively), and those with LN metastasis (P< 0.001, for each). Moreover, there was a statistically significant upregulation in CXCL-12 gene expression among PTC cases with extra-thyroid extension (P< 0.001).

Conclusion: mRNA expression of TROP-2, SPL-2, and CXCL12 among PTC cases increased in larger tumor size, tumor stages III and IV, and LN metastasis. Moreover, there was an increase in CXCL-12 gene expression among PTC cases with extra-thyroid extension. Thus, TROP-2, SPL-2, and CXCL12 expressions could be possible diagnostic and prognostic markers in PTC.

背景:甲状腺乳头状癌(PTC甲状腺乳头状癌(PTC)是最常见的甲状腺恶性肿瘤。组织病理学检查被广泛认为是诊断 PTC 的金标准检查。然而,组织病理学检查有时并不能将 PTC 与其他甲状腺疾病区分开来。区分PTC和其他甲状腺疾病对于治疗方法和预后至关重要:本研究旨在探讨TROP-2、SPL-2和CXCL12 mRNA和蛋白表达在鉴别PTC和其他甲状腺疾病中的作用:本研究以 75 例手术切除的甲状腺为对象。这些病例分为两组:PTC 组和非 PTC 组。PTC组有35例(25例为典型PTC变异型患者,10例为PTC滤泡变异型患者)。非PTC组有40例(10例为多结节性甲状腺肿,5例为巴塞杜氏病,5例为桥本甲状腺炎,15例为滤泡性腺瘤(FA),5例为滤泡癌)。通过qRT-PCR检测TROP-2、SPL-2和CXCL12 mRNA的表达,通过免疫组化检测蛋白质的表达:结果:与非 PTC 相比,PTC 中 TROP-2、SPL-2 和 CXCL12 mRNA 和蛋白表达均上调(P< 0.001)。在肿瘤体积较大(P< 0.001)、肿瘤分期为 III 期和 IV 期(P= 0.008、0.002 和 < 0.001)以及有 LN 转移(P< 0.001)的 PTC 病例中,这三个基因的 mRNA 表达均有统计学意义的上调。结论:在肿瘤体积较大、肿瘤分期为 III 期和 IV 期以及有 LN 转移的 PTC 病例中,TROP-2、SPL-2 和 CXCL12 的 mRNA 表达均有所增加。此外,在有甲状腺外扩展的PTC病例中,CXCL-12基因的表达也有所增加。因此,TROP-2、SPL-2和CXCL12的表达可能是PTC的诊断和预后标志物。
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引用次数: 0
Breast cancer detection employing stacked ensemble model with convolutional features. 利用具有卷积特征的堆叠集合模型检测乳腺癌。
IF 2.2 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230294
Hanen Karamti, Raed Alharthi, Muhammad Umer, Hadil Shaiba, Abid Ishaq, Nihal Abuzinadah, Shtwai Alsubai, Imran Ashraf

Breast cancer is a major cause of female deaths, especially in underdeveloped countries. It can be treated if diagnosed early and chances of survival are high if treated appropriately and timely. For timely and accurate automated diagnosis, machine learning approaches tend to show better results than traditional methods, however, accuracy lacks the desired level. This study proposes the use of an ensemble model to provide accurate detection of breast cancer. The proposed model uses the random forest and support vector classifier along with automatic feature extraction using an optimized convolutional neural network (CNN). Extensive experiments are performed using the original, as well as, CNN-based features to analyze the performance of the deployed models. Experimental results involving the use of the Wisconsin dataset reveal that CNN-based features provide better results than the original features. It is observed that the proposed model achieves an accuracy of 99.99% for breast cancer detection. Performance comparison with existing state-of-the-art models is also carried out showing the superior performance of the proposed model.

乳腺癌是女性死亡的主要原因,尤其是在不发达国家。如果早期诊断,乳腺癌是可以治疗的,而且如果治疗得当、及时,存活的几率也很高。为了及时、准确地进行自动诊断,机器学习方法往往比传统方法显示出更好的效果,但准确性还达不到预期水平。本研究建议使用集合模型来准确检测乳腺癌。建议的模型使用随机森林和支持向量分类器,并使用优化的卷积神经网络(CNN)进行自动特征提取。我们使用原始特征和基于 CNN 的特征进行了大量实验,以分析所部署模型的性能。使用威斯康星数据集的实验结果表明,基于 CNN 的特征比原始特征提供了更好的结果。据观察,所提出的模型在乳腺癌检测方面达到了 99.99% 的准确率。与现有的最先进模型进行的性能比较也显示了所提出模型的优越性能。
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引用次数: 0
Differentially expressed microRNA in prognosis of gastric cancer with Lauren classification. 胃癌预后中不同表达的微RNA与劳伦分类的关系
IF 2.2 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230303
Wenjiao Chen, Qin Guo, Huo Zhang, Yiping Du, Yan Zhou, Zebo Huang, Meiling Zhang, Songbing Qin

Background: Gastric cancer (GC) is one of the most common tumors. There were several classifications of GC recently. The value of Lauren classification in evaluating the prognosis after radical gastrectomy was still unclear and the prognosis of gastric cancer remained relatively poor in the absence of prognostic biomarkers. This study aimed to explore microRNA (miRNA) in the prognosis of GC with different Lauren classification.

Methods: A retrospective study of 1144 patients was performed in this study. Quantificational reverse transcription-PCR (qRT-PCR) was used to examine the expression of miRNAs. Univariate and multivariate analysis were performed to evaluate prognosis value of Lauren classification.

Results: Total 1144 GC patients were recruited in this cohort, including 302 diffuse type (26.4%), 436 intestinal type (38.1%) and 406 mixed type (35.5%) GC. Multivariate analysis showed that Lauren classification, patients' age, tumor size, tumor infiltrating depth, vascular nerve infiltrating and metastatic lymph nodes ration were significantly correlated with GC patients' OS and DFS. The miR-141-3p, miR-200b-3p and miR-133a-5p were significantly down-regulated in diffuse type compared to intestinal type GC tissues, the miR-105-5p had significant lower expression in diffuse type compared with intestinal type and mixed type GC tissues. As a consequence of univariate analysis, low miR-141-3p in diffuse type GC showed significant worse OS and DFS than high miR-141-3p.

Conclusions: Lauren classification was an independent prognostic factor in GC. MiR-141-3p was an independent prognostic factor and a promising prognostic biomarker in Lauren classification GC.

背景:胃癌(GC)是最常见的肿瘤之一:胃癌(GC)是最常见的肿瘤之一。最近有几种胃癌分类。劳伦分类在评估根治性胃切除术后预后方面的价值仍不明确,在缺乏预后生物标志物的情况下,胃癌的预后仍相对较差。本研究旨在探讨微RNA(miRNA)在不同劳伦分级胃癌预后中的作用:方法:本研究对1144例患者进行了回顾性研究。采用定量反转录-PCR(qRT-PCR)技术检测miRNA的表达。对劳伦分类的预后价值进行了单变量和多变量分析:结果:共招募了1144例GC患者,其中包括302例弥漫型(26.4%)、436例肠道型(38.1%)和406例混合型(35.5%)GC。多变量分析显示,Lauren分类、患者年龄、肿瘤大小、肿瘤浸润深度、血管神经浸润和转移淋巴结比例与GC患者的OS和DFS显著相关。miR-141-3p、miR-200b-3p和miR-133a-5p在弥漫型GC组织中的表达明显低于肠型GC组织,miR-105-5p在弥漫型GC组织中的表达明显低于肠型和混合型GC组织。单变量分析结果显示,弥漫型 GC 中低 miR-141-3p 的 OS 和 DFS 明显差于高 miR-141-3p:结论:Lauren分类是GC的一个独立预后因素。MiR-141-3p是劳伦分型GC的一个独立预后因素,也是一个很有前景的预后生物标志物。
{"title":"Differentially expressed microRNA in prognosis of gastric cancer with Lauren classification.","authors":"Wenjiao Chen, Qin Guo, Huo Zhang, Yiping Du, Yan Zhou, Zebo Huang, Meiling Zhang, Songbing Qin","doi":"10.3233/CBM-230303","DOIUrl":"10.3233/CBM-230303","url":null,"abstract":"<p><strong>Background: </strong>Gastric cancer (GC) is one of the most common tumors. There were several classifications of GC recently. The value of Lauren classification in evaluating the prognosis after radical gastrectomy was still unclear and the prognosis of gastric cancer remained relatively poor in the absence of prognostic biomarkers. This study aimed to explore microRNA (miRNA) in the prognosis of GC with different Lauren classification.</p><p><strong>Methods: </strong>A retrospective study of 1144 patients was performed in this study. Quantificational reverse transcription-PCR (qRT-PCR) was used to examine the expression of miRNAs. Univariate and multivariate analysis were performed to evaluate prognosis value of Lauren classification.</p><p><strong>Results: </strong>Total 1144 GC patients were recruited in this cohort, including 302 diffuse type (26.4%), 436 intestinal type (38.1%) and 406 mixed type (35.5%) GC. Multivariate analysis showed that Lauren classification, patients' age, tumor size, tumor infiltrating depth, vascular nerve infiltrating and metastatic lymph nodes ration were significantly correlated with GC patients' OS and DFS. The miR-141-3p, miR-200b-3p and miR-133a-5p were significantly down-regulated in diffuse type compared to intestinal type GC tissues, the miR-105-5p had significant lower expression in diffuse type compared with intestinal type and mixed type GC tissues. As a consequence of univariate analysis, low miR-141-3p in diffuse type GC showed significant worse OS and DFS than high miR-141-3p.</p><p><strong>Conclusions: </strong>Lauren classification was an independent prognostic factor in GC. MiR-141-3p was an independent prognostic factor and a promising prognostic biomarker in Lauren classification GC.</p>","PeriodicalId":56320,"journal":{"name":"Cancer Biomarkers","volume":" ","pages":"41-54"},"PeriodicalIF":2.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11492042/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142037848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The combined detection of hematological indicators is used for the differential diagnosis of colorectal cancer and benign-colorectal lesions. 血液学指标的联合检测可用于结直肠癌和良性结直肠病变的鉴别诊断。
IF 3.1 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230157
Xuan Zhang, Yang-Yang Wu, Yuan-Yuan Qin, Fa-Quan Lin

Objective: This article aims to investigate the clinical value of hemoglobin/red cell distribution width ratio (Hb/RDW), C-reactive protein/albumin ratio (CAR) and plateletcrit (PCT) combined with carcinoembryonic antigen (CEA) in colorectal cancer (CRC) auxiliary diagnosis.

Methods: We retrospectively analyzed in 718 subjects (212 with CRC, 209 with benign colorectal lesions (BCL), 111 with other cancers, and 186 healthy controls).

Results: The CAR, PCT, and CEA in the CRC group were higher than those in the BCL, other cancers, and the healthy control group. However, Hb/RDW in the CRC group was lower than the other three groups. Moreover, there were significant differences in Hb/RDW and CEA among different T-N-M stages (all P< 0.05). Multivariate logistic regression showed that low level of Hb/RDW and high level of CAR, CEA, PCT were risk factors for CRC, and are correlated with CRC stage. Additionally, the area under the receiver operating characteristic curve (AUC) of Hb/RDW+CEA (AUC: 0.735), CAR+CEA (AUC: 0.748), PCT+CEA (AUC: 0.807) was larger than that of Hb/RDW (AUC: 0.503), CAR (AUC: 0.614), or PCT (AUC: 0.713) alone (all P< 0.001) in distinguishing CRC from BCL.

Conclusions: Hb/RDW, CAR, PCT, and CEA are independent risk factors for CRC. Hb/RDW, CAR, and PCT combined with CEA have significant value for auxiliary differential diagnosis of CRC and BCL.

研究目的本文旨在探讨血红蛋白/红细胞分布宽度比值(Hb/RDW)、C反应蛋白/白蛋白比值(CAR)和血小板比值(PCT)结合癌胚抗原(CEA)在结直肠癌(CRC)辅助诊断中的临床价值:我们对718名受试者(212名CRC患者、209名良性结直肠病变(BCL)患者、111名其他癌症患者和186名健康对照组)进行了回顾性分析:结果:CRC 组的 CAR、PCT 和 CEA 均高于 BCL、其他癌症和健康对照组。但 CRC 组的 Hb/RDW 低于其他三组。此外,Hb/RDW和CEA在不同的T-N-M分期之间存在明显差异(均P< 0.05)。多变量逻辑回归显示,低水平的 Hb/RDW 和高水平的 CAR、CEA、PCT 是 CRC 的危险因素,并与 CRC 分期相关。此外,在区分 CRC 和 BCL 方面,Hb/RDW+CEA(AUC:0.735)、CAR+CEA(AUC:0.748)、PCT+CEA(AUC:0.807)的接收者操作特征曲线下面积(AUC)均大于 Hb/RDW(AUC:0.503)、CAR(AUC:0.614)或 PCT(AUC:0.713)(均 P<0.001):结论:Hb/RDW、CAR、PCT 和 CEA 是 CRC 的独立危险因素。结论:Hb/RDW、CAR、PCT 和 CEA 是 CRC 的独立危险因素,Hb/RDW、CAR 和 PCT 与 CEA 结合使用对辅助鉴别诊断 CRC 和 BCL 有重要价值。
{"title":"The combined detection of hematological indicators is used for the differential diagnosis of colorectal cancer and benign-colorectal lesions.","authors":"Xuan Zhang, Yang-Yang Wu, Yuan-Yuan Qin, Fa-Quan Lin","doi":"10.3233/CBM-230157","DOIUrl":"10.3233/CBM-230157","url":null,"abstract":"<p><strong>Objective: </strong>This article aims to investigate the clinical value of hemoglobin/red cell distribution width ratio (Hb/RDW), C-reactive protein/albumin ratio (CAR) and plateletcrit (PCT) combined with carcinoembryonic antigen (CEA) in colorectal cancer (CRC) auxiliary diagnosis.</p><p><strong>Methods: </strong>We retrospectively analyzed in 718 subjects (212 with CRC, 209 with benign colorectal lesions (BCL), 111 with other cancers, and 186 healthy controls).</p><p><strong>Results: </strong>The CAR, PCT, and CEA in the CRC group were higher than those in the BCL, other cancers, and the healthy control group. However, Hb/RDW in the CRC group was lower than the other three groups. Moreover, there were significant differences in Hb/RDW and CEA among different T-N-M stages (all P< 0.05). Multivariate logistic regression showed that low level of Hb/RDW and high level of CAR, CEA, PCT were risk factors for CRC, and are correlated with CRC stage. Additionally, the area under the receiver operating characteristic curve (AUC) of Hb/RDW+CEA (AUC: 0.735), CAR+CEA (AUC: 0.748), PCT+CEA (AUC: 0.807) was larger than that of Hb/RDW (AUC: 0.503), CAR (AUC: 0.614), or PCT (AUC: 0.713) alone (all P< 0.001) in distinguishing CRC from BCL.</p><p><strong>Conclusions: </strong>Hb/RDW, CAR, PCT, and CEA are independent risk factors for CRC. Hb/RDW, CAR, and PCT combined with CEA have significant value for auxiliary differential diagnosis of CRC and BCL.</p>","PeriodicalId":56320,"journal":{"name":"Cancer Biomarkers","volume":" ","pages":"223-230"},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11091605/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139466763","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rho GTPase-activating protein 4 is upregulated in Kidney Renal Clear Cell Carcinoma and associated with poor prognosis and immune infiltration. Rho GTPase-activating protein 4在肾透明细胞癌中上调,与预后不良和免疫浸润有关。
IF 2.2 4区 医学 Q3 ONCOLOGY Pub Date : 2024-01-01 DOI: 10.3233/CBM-230388
Xuesong Xiao, Xiaofei Lv, Tianyu Lin, Jianqiao Li, Rui Wang, Shaoping Tian, Xinyu Liu, Shiming Liu, Huamao Jiang, Dan Yue, Yong Wang

Background: Kidney Renal Clear Cell Carcinoma (KIRC) is a malignant tumor that seriously threatens human health. Rho GTPase-activating protein 4 (ARHGAP4) plays an important role in the occurrence and development of tumors.

Objective: The purpose of this study was to explore the role of ARHGAP4 in the progression of KIRC and its diagnostic and prognostic value.

Methods: Multiple analytical methods and in vitro cell assays were used to explore the expression of ARHGAP4 and its value in the progression, diagnosis and prognosis of KIRC. The biological function of ARHGAP4 was studied by GO analysis and KEGG pathway analysis, and then the relationship between ARHGAP4 and immune infiltration was analyzed.

Results: The expression of ARHGAP4 was significantly up-regulated in KIRC. We found that the high expression of ARHGAP4 was related to the progression of KIRC and suggested a poor prognosis. Compared with normal tissues, ARHGAP4 had a better diagnostic value in KIRC. The biological function of ARHGAP4 was related to immunity, and its expression was also closely related to tumor immune infiltration and immune checkpoints.

Conclusions: Our study demonstrated that ARHGAP4 may be a biomarker, which is related to the progression, diagnosis and prognosis of KIRC. Its biological functions are related to tumor immune infiltration.

背景:肾透明细胞癌(KIRC肾透明细胞癌(KIRC)是一种严重威胁人类健康的恶性肿瘤。Rho GTPase-activating protein 4 (ARHGAP4) 在肿瘤的发生和发展过程中发挥着重要作用:本研究旨在探讨 ARHGAP4 在 KIRC 进展中的作用及其诊断和预后价值:方法:采用多种分析方法和体外细胞实验探讨ARHGAP4的表达及其在KIRC的进展、诊断和预后中的价值。通过GO分析和KEGG通路分析研究了ARHGAP4的生物学功能,然后分析了ARHGAP4与免疫浸润的关系:结果:ARHGAP4在KIRC中的表达明显上调。我们发现,ARHGAP4的高表达与KIRC的进展有关,预后较差。与正常组织相比,ARHGAP4 在 KIRC 中具有更好的诊断价值。ARHGAP4的生物学功能与免疫有关,其表达也与肿瘤免疫浸润和免疫检查点密切相关:我们的研究表明,ARHGAP4可能是一种生物标志物,与KIRC的进展、诊断和预后有关。结论:我们的研究表明,ARHGAP4可能是与KIRC的进展、诊断和预后相关的生物标志物,其生物学功能与肿瘤免疫浸润有关。
{"title":"Rho GTPase-activating protein 4 is upregulated in Kidney Renal Clear Cell Carcinoma and associated with poor prognosis and immune infiltration.","authors":"Xuesong Xiao, Xiaofei Lv, Tianyu Lin, Jianqiao Li, Rui Wang, Shaoping Tian, Xinyu Liu, Shiming Liu, Huamao Jiang, Dan Yue, Yong Wang","doi":"10.3233/CBM-230388","DOIUrl":"10.3233/CBM-230388","url":null,"abstract":"<p><strong>Background: </strong>Kidney Renal Clear Cell Carcinoma (KIRC) is a malignant tumor that seriously threatens human health. Rho GTPase-activating protein 4 (ARHGAP4) plays an important role in the occurrence and development of tumors.</p><p><strong>Objective: </strong>The purpose of this study was to explore the role of ARHGAP4 in the progression of KIRC and its diagnostic and prognostic value.</p><p><strong>Methods: </strong>Multiple analytical methods and in vitro cell assays were used to explore the expression of ARHGAP4 and its value in the progression, diagnosis and prognosis of KIRC. The biological function of ARHGAP4 was studied by GO analysis and KEGG pathway analysis, and then the relationship between ARHGAP4 and immune infiltration was analyzed.</p><p><strong>Results: </strong>The expression of ARHGAP4 was significantly up-regulated in KIRC. We found that the high expression of ARHGAP4 was related to the progression of KIRC and suggested a poor prognosis. Compared with normal tissues, ARHGAP4 had a better diagnostic value in KIRC. The biological function of ARHGAP4 was related to immunity, and its expression was also closely related to tumor immune infiltration and immune checkpoints.</p><p><strong>Conclusions: </strong>Our study demonstrated that ARHGAP4 may be a biomarker, which is related to the progression, diagnosis and prognosis of KIRC. Its biological functions are related to tumor immune infiltration.</p>","PeriodicalId":56320,"journal":{"name":"Cancer Biomarkers","volume":" ","pages":"205-223"},"PeriodicalIF":2.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11307029/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141437861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Cancer Biomarkers
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