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急性髓系白血病患者治疗反应预测的有效预后模型

Effective Prognostic Model for Therapy Response Prediction in Acute Myeloid Leukemia Patients.

作者信息

Kolesnikova Maria A, Sen'kova Aleksandra V, Pospelova Tatiana I, Zenkova Marina A

机构信息

City Hematology Center, Novosibirsk 630051, Russia.

Institute of Chemical Biology and Fundamental Medicine SB RAS, Novosibirsk 630090, Russia.

出版信息

J Pers Med. 2023 Aug 7;13(8):1234. doi: 10.3390/jpm13081234.

DOI:10.3390/jpm13081234
PMID:37623484
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10455213/
Abstract

Acute myeloid leukemia (AML) is a hematopoietic disorder characterized by the malignant transformation of bone marrow-derived myeloid progenitor cells with extremely short survival. To select the optimal treatment options and predict the response to therapy, the stratification of AML patients into risk groups based on genetic factors along with clinical characteristics is carried out. Despite this thorough approach, the therapy response and disease outcome for a particular patient with AML depends on several patient- and tumor-associated factors. Among these, tumor cell resistance to chemotherapeutic agents represents one of the main obstacles for improving survival outcomes in AML patients. In our study, a new prognostic scale for the risk stratification of AML patients based on the detection of the sensitivity or resistance of tumor cells to chemotherapeutic drugs in vitro as well as mRNA/P-glycoprotein expression, tumor origin (primary or secondary), cytogenetic abnormalities, and aberrant immunophenotype was developed. This study included 53 patients diagnosed with AML. Patients who received intensive or non-intensive induction therapy were analyzed separately. Using correlation, ROC, and Cox regression analyses, we show that the risk stratification of AML patients in accordance with the developed prognostic scale correlates well with the response to therapy and represents an independent predictive factor for the overall survival of patients with newly diagnosed AML.

摘要

急性髓系白血病(AML)是一种造血系统疾病,其特征为骨髓来源的髓系祖细胞发生恶性转化,生存期极短。为了选择最佳治疗方案并预测治疗反应,需根据遗传因素及临床特征将AML患者分层为不同风险组。尽管采用了这种全面的方法,但特定AML患者的治疗反应和疾病转归仍取决于多种与患者和肿瘤相关的因素。其中,肿瘤细胞对化疗药物的耐药性是改善AML患者生存结局的主要障碍之一。在我们的研究中,基于体外检测肿瘤细胞对化疗药物的敏感性或耐药性以及mRNA/P-糖蛋白表达、肿瘤起源(原发性或继发性)、细胞遗传学异常和异常免疫表型,开发了一种用于AML患者风险分层的新预后量表。本研究纳入了53例诊断为AML的患者。分别对接受强化或非强化诱导治疗的患者进行了分析。通过相关性分析、ROC分析和Cox回归分析,我们发现,根据所开发的预后量表对AML患者进行风险分层与治疗反应密切相关,并且是新诊断AML患者总生存的独立预测因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eba6/10455213/8b67c56828c2/jpm-13-01234-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eba6/10455213/560e680b3c3d/jpm-13-01234-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eba6/10455213/8b67c56828c2/jpm-13-01234-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eba6/10455213/560e680b3c3d/jpm-13-01234-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eba6/10455213/8b67c56828c2/jpm-13-01234-g002.jpg

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本文引用的文献

1
Role of Intracellular Drug Disposition in the Response of Acute Myeloid Leukemia to Cytarabine and Idarubicin Induction Chemotherapy.细胞内药物处置在急性髓系白血病对阿糖胞苷和伊达比星诱导化疗反应中的作用
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Immune-related lncRNAs pairs prognostic score model for prediction of survival in acute myeloid leukemia patients.
免疫相关 lncRNAs 对急性髓系白血病患者生存预测的预后评分模型。
Clin Exp Med. 2023 Dec;23(8):4527-4538. doi: 10.1007/s10238-023-01085-2. Epub 2023 May 26.
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Analysis of prognostic biomarker models and immune microenvironment in acute myeloid leukemia by integrative bioinformatics.基于综合生物信息学的急性髓系白血病预后生物标志物模型与免疫微环境分析。
J Cancer Res Clin Oncol. 2023 Sep;149(12):9609-9619. doi: 10.1007/s00432-023-04871-3. Epub 2023 May 24.
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High expression of miR-107 and miR-17 predicts poor prognosis and guides treatment selection in acute myeloid leukemia.miR-107和miR-17的高表达预示急性髓系白血病预后不良并指导治疗选择。
Transl Cancer Res. 2023 Apr 28;12(4):913-927. doi: 10.21037/tcr-22-2484. Epub 2023 Mar 17.
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Circular RNAs: pivotal role in the leukemogenesis and novel indicators for the diagnosis and prognosis of acute myeloid leukemia.环状RNA:在白血病发生中的关键作用及急性髓系白血病诊断和预后的新指标
Front Oncol. 2023 Apr 14;13:1149187. doi: 10.3389/fonc.2023.1149187. eCollection 2023.
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ABCG2 in Acute Myeloid Leukemia: Old and New Perspectives.ABCG2 在急性髓系白血病中的作用:旧观点与新视角。
Int J Mol Sci. 2023 Apr 12;24(8):7147. doi: 10.3390/ijms24087147.
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Patient-derived organoid culture of gastric cancer for disease modeling and drug sensitivity testing.胃癌患者来源的类器官培养用于疾病建模和药物敏感性测试。
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Acute myeloid leukaemia.急性髓细胞白血病。
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