دورية أكاديمية
Metastasis Related Epithelial-Mesenchymal Transition Signature Predicts Prognosis and Response to Chemotherapy in Acute Myeloid Leukemia
العنوان: | Metastasis Related Epithelial-Mesenchymal Transition Signature Predicts Prognosis and Response to Chemotherapy in Acute Myeloid Leukemia |
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المؤلفون: | Qu,Shuang, Huang,Xiaoli, Guo,Xiaoling, Zheng,Zhihai, Wei,Tiannan, Chen,Biyun |
بيانات النشر: | Dove Press |
سنة النشر: | 2023 |
المجموعة: | Dove Medical Press |
مصطلحات موضوعية: | Drug Design, Development and Therapy |
الوصف: | Shuang Qu,1,* Xiaoli Huang,2,* Xiaoling Guo,3 Zhihai Zheng,1 Tiannan Wei,1 Biyun Chen1 1Department of Hematology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou, People’s Republic of China; 2Department of Clinical Laboratory Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou, People’s Republic of China; 3Translational Medicine Centre, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Shuang Qu, Email shuangerqu@163.comBackground: Acute myeloid leukemia (AML) is a highly heterogenous disease with varying clinical outcomes among patients. Epithelial-mesenchymal transition (EMT) is an important mechanism underlying cancer metastasis and chemotherapy resistance. However, few EMT-based signatures have been established to predict AML prognosis and treatment efficacy.Methods: By conducting comparative RNA-seq analysis, we discovered the differential expression of EMT genes between AML patients with relapse and those without relapse. Based on the prognostic analysis of the differentially expressed EMT genes, a metastasis-related EMT signature (MEMTs) was constructed. An analysis was conducted on both TARGET and TCGA cohorts to explore the possible association between MEMTs and prognosis in AML. Three separate chemotherapy treatment cohorts were utilized to assess the predictive efficacy of MEMTs for chemotherapy response. In addition, the potential correlation between MEMTs and the tumor microenvironment was also investigated. Finally, random forest analysis and functional experiments were conducted to verify the key MEMTs gene associated with AML metastasis.Results: Based on expression and prognostic analysis, we constructed MEMTs that include three EMT genes (CDH2, LOX, and COL3A1). Our findings suggested that the MEMTs could act as a prognostic factor for AML patients, and furthermore, it proved to be ... |
نوع الوثيقة: | article in journal/newspaper |
وصف الملف: | text/html |
اللغة: | English |
العلاقة: | https://www.dovepress.com/metastasis-related-epithelial-mesenchymal-transition-signature-predict-peer-reviewed-fulltext-article-DDDTTest |
الإتاحة: | https://doi.org/10.2147/DDDT.S415521Test https://www.dovepress.com/metastasis-related-epithelial-mesenchymal-transition-signature-predict-peer-reviewed-fulltext-article-DDDTTest |
حقوق: | info:eu-repo/semantics/openAccess |
رقم الانضمام: | edsbas.28C787CA |
قاعدة البيانات: | BASE |
الوصف غير متاح. |