AML

AML
  • 文章类型: Journal Article
    急性髓系白血病(AML)是一种异质性血液肿瘤,免疫治疗效果较差。这项研究旨在开发单核细胞/巨噬细胞相关的预后风险评分(MMrisk)并确定AML的新治疗性生物标志物。我们利用差异表达基因(DEGs)结合单细胞RNA测序来鉴定单核细胞/巨噬细胞相关基因(MMGs)。使用单变量Cox回归分析和LASSO回归分析选择了八个基因用于MM风险模型的构建。然后,我们在两个GEO数据集上验证了MMrisk。最后,我们调查了免疫疗法的免疫学特征和优势,以及针对MM危险人群的潜在靶向药物.我们的研究发现,MMrisk由8个MMG组成,包括HOPX,CSTB,MAP3K1,LGALS1,CFD,MXD1、CASP1和BCL2A1。低MM风险组存活时间长于高MM风险组(P<0.001)。高MM组与B细胞呈正相关,浆细胞,CD4记忆细胞,肥大细胞,CAF,单核细胞,M2巨噬细胞,内皮,肿瘤突变,和大多数免疫检查点(PD1,Tim-3,CTLA4,LAG3)。此外,药物敏感性分析显示AZD.2281、阿西替尼、AUY922,ABT.888和ATRA对高危MM患者有效。我们的研究表明,MMrisk是一种潜在的生物标志物,有助于识别AML免疫学的分子特征。
    Acute myeloid leukemia (AML) is a heterogeneous hematological tumor with poor immunotherapy effect. This study was to develop a monocyte/macrophage-related prognostic risk score (MMrisk) and identify new therapeutic biomarkers for AML. We utilized differentially expressed genes (DEGs) in combination with single-cell RNA sequencing to identify monocyte/macrophage-related genes (MMGs). Eight genes were selected for the construction of a MMrisk model using univariate Cox regression analysis and LASSO regression analysis. We then validated the MMrisk on two GEO datasets. Lastly, we investigated the immunologic characteristics and advantages of immunotherapy and potential targeted drugs for MMrisk groups. Our study identified that the MMrisk is composed of eight MMGs, including HOPX, CSTB, MAP3K1, LGALS1, CFD, MXD1, CASP1 and BCL2A1. The low MMrisk group survived longer than high MMrisk group (P < 0.001). The high MMrisk group was positively correlated with B cells, plasma cells, CD4 memory cells, Mast cells, CAFs, monocytes, M2 macrophages, Endothelial, tumor mutation, and most immune checkpoints (PD1, Tim-3, CTLA4, LAG3). Furthermore, drug sensitivity analysis showed that AZD.2281, Axitinib, AUY922, ABT.888, and ATRA were effective in high-risk MM patients. Our research shows that MMrisk is a potential biomarker which is helpful to identify the molecular characteristics of AML immunology.
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  • 文章类型: Journal Article
    AML是未成熟骨髓祖细胞的侵袭性恶性肿瘤。通过细胞分化和抗增殖发现AML的有效治疗仍然是一个重大挑战。基于先前对具有分化诱导特性的CDK2PROTACs的研究,本研究旨在通过结构优化来促进CDKs的降解,以促进AML细胞的分化和抑制其增殖。化合物C3,具有4-甲基哌啶环接头,有效降解CDK2,DC50值为18.73±10.78nM,并在HL-60细胞中以6.25nM刺激72.77±3.51%的细胞分化。此外,C3对各种AML细胞类型表现出有效的抗增殖活性。降解选择性分析表明,C3可以有效降解MV4-11细胞中的CDK2/4/6/9和FLT3,尤其是FLT3-ITD。这些发现表明C3联合靶向CDK2/4/6/9和FLT3具有增强的分化和增殖抑制,这有望成为AML的潜在治疗方法。
    AML is an aggressive malignancy of immature myeloid progenitor cells. Discovering effective treatments for AML through cell differentiation and anti-proliferation remains a significant challenge. Building on previous studies on CDK2 PROTACs with differentiation-inducing properties, this research aims to enhance CDKs degradation through structural optimization to facilitate the differentiation and inhibit the proliferation of AML cells. Compound C3, featuring a 4-methylpiperidine ring linker, effectively degraded CDK2 with a DC50 value of 18.73 ± 10.78 nM, and stimulated 72.77 ± 3.51 % cell differentiation at 6.25 nM in HL-60 cells. Moreover, C3 exhibited potent anti-proliferative activity against various AML cell types. Degradation selectivity analysis indicated that C3 could be endowed with efficient degradation of CDK2/4/6/9 and FLT3, especially FLT3-ITD in MV4-11 cells. These findings propose that C3 combined targeting CDK2/4/6/9 and FLT3 with enhanced differentiation and proliferation inhibition, which holds promise as a potential treatment for AML.
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  • 文章类型: Journal Article
    在约10%的急性髓性白血病(AML)中观察到MLL-重排(MLL-r)白血病,并且与相对较差的预后相关。强调需要新的治疗方案。MLL重排产生的MLL融合蛋白招募KDM4C介导表观遗传重编程,这是维持MLL-r白血病所必需的。在这项研究中,我们使用组合药物筛选来选择性地鉴定KDM4C抑制剂SD70的协同治疗伙伴.结果表明,SD70和MI-503的药物组合,一种有效的menin-MLL抑制剂,诱导MLL::AF9白血病细胞协同增强凋亡而不影响正常CD34+细胞。在AML异种移植模型中,用SD70和MI-503的体内治疗显著延长存活。在SD70和MI-503的联合药理学抑制后,通过RNA-seq进行的差异基因表达分析揭示了许多基因的变化,MYC靶基因被最显著下调。一起来看,这些数据提供了临床前证据,证明SD70和MI-503的组合是MLL::AF9AML的潜在双靶向治疗.
    MLL-rearranged (MLL-r) leukaemia is observed in approximately 10% of acute myeloid leukaemia (AML) and is associated with a relatively poor prognosis, highlighting the need for new treatment regimens. MLL fusion proteins produced by MLL rearrangements recruit KDM4C to mediate epigenetic reprogramming, which is required for the maintenance of MLL-r leukaemia. In this study, we used a combinatorial drug screen to selectively identify synergistic treatment partners for the KDM4C inhibitor SD70. The results showed that the drug combination of SD70 and MI-503, a potent menin-MLL inhibitor, induced synergistically enhanced apoptosis in MLL::AF9 leukaemia cells without affecting normal CD34+ cells. In vivo treatment with SD70 and MI-503 significantly prolonged survival in AML xenograft models. Differential gene expression analysis by RNA-seq following combined pharmacological inhibition of SD70 and MI-503 revealed changes in numerous genes, with MYC target genes being the most significantly downregulated. Taken together, these data provide preclinical evidence that the combination of SD70 and MI-503 is a potential dual-targeted therapy for MLL::AF9 AML.
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  • 文章类型: Journal Article
    背景:近年来,CD117抗原与血液系统恶性肿瘤预后的相关性已得到证实。然而,关于CD117抗原在急性早幼粒细胞白血病(APL)中的临床意义的文献有限。本研究的目的是回顾性分析APL中CD117的临床特征和预后意义。
    方法:在本研究中,我们回顾性调查了临床病理特征,结果,CD117阴性表达(CD117-)对169例全反式维甲酸(ATRA)和含三氧化二砷(ATO)方案治疗的APL患者的预后影响。
    结果:中位随访期为63.0个月。在13例APL患者中检测到CD117-(7.7%)。CD117+和CD117-亚组之间的基线特征没有发现显着差异。然而,与CD117+APL相比,CD117-APL患者早期死亡(ED)的发生率明显较高(p=0.023).通过多变量分析,CD117是总生存期(OS)和无进展生存期(PFS)的独立不良预后因素(分别为p=0.022和p=0.014)。
    结论:总而言之,CD117-与更大的ED风险相关,并且具有预测较差OS和PFS的统计能力,在APL管理中,该标志物可被认为是为适应风险的治疗策略建立预后评分.
    BACKGROUND: In recent years, the correlation between CD117 antigen and the prognosis of hematological malignancies has been demonstrated. However, there is limited literature on the clinical significance of CD117 antigen in acute promyelocytic leukemia (APL). The aim of this study was to retrospectively analyze the clinical features and prognostic significance of CD117 in APL.
    METHODS: In this study, we retrospectively investigated the clinicopathological characteristics, outcome, and prognostic impact of negative CD117 expression (CD117-) in 169 APL patients treated with all-trans retinoic acid (ATRA) and arsenic trioxide (ATO) containing regimen.
    RESULTS: The median follow-up period was 63.0 months. CD117- was detected in 13 APL patients (7.7%). No significant differences were found in baseline characteristics between CD117+ and CD117- subgroups. However, compared to CD117+ APL, the incidence of early death (ED) was significantly higher in CD117- APL (p = 0.023). By multivariate analysis, CD117- was an independent adverse prognostic factor for overall survival (OS) and progression-free survival (PFS) (p = 0.022 and p = 0.014, respectively).
    CONCLUSIONS: To sum up, CD117- is associated with greater risk of ED and has the statistical power to predict inferior OS and PFS, this marker may be considered to build prognostic scores for risk-adapted therapeutic strategies in APL management.
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  • 文章类型: Journal Article
    BMI1多梳环指原癌基因(BMI1)参与不同癌症的发病机制,包括急性髓系白血病(AML)。然而,BMI1(circularRNA,circBMI1)的作用尚未被研究。我们的研究旨在探讨circBMI1在AML中的作用和机制。从AML患者吸出的骨髓单个核细胞中circBMI1显着降低。受试者工作特征曲线分析显示circBMI1可以区分AML患者和对照组。通过在HL-60细胞中过度表达和敲低circBMI1,我们发现circBMI1抑制细胞增殖,促进细胞凋亡,AML的化疗药物敏感性增加。使用严重的联合免疫缺陷小鼠和circBMI1转基因小鼠的实验表明,circBMI1过表达的小鼠白细胞计数较低,这表明不太严重的AML入侵。RNA免疫沉淀和双荧光素酶报告分析揭示了circBMI1,miR-338-5p,和DNA结合的抑制剂4(ID4)。挽救实验证明,circBMI1通过结合miR-338-5p抑制AML进展,这影响了ID4的表达。通过将从circBMI1-HL-60和小干扰circBMI1-HL-60细胞中提取的外泌体与HL-60细胞共培养,我们发现circBMI1-HL-60细胞的外泌体显示出肿瘤抑制作用,即抑制HL-60增殖,促进细胞凋亡,增加化疗药物的敏感性。来自小干扰circBMI1-HL-60细胞的外泌体显示出相反的效果。circBMI1可以作为外泌体依赖性肿瘤抑制剂。circBMI1,临床诊断的潜在生物标志物,通过调节miR-338-5p/ID4在AML中充当肿瘤抑制因子,并可能通过外泌体分泌影响AML的发病机制。
    BMI1 Polycomb Ring Finger Proto-Oncogene (BMI1) is involved in the pathogenesis of different cancers, including acute myeloid leukemia (AML). However, the role of the circular RNA of BMI1 (circBMI1) has not been studied. Our study aimed to investigate the role and mechanism of circBMI1 in AML. circBMI1 was significantly decreased in bone marrow mononuclear cells aspirated from patients with AML. Receiver operating characteristic curve analysis showed that circBMI1 could distinguish patients with AML from controls. By overexpressing and knocking down circBMI1 in HL-60 cells, we found that circBMI1 inhibited cell proliferation, promoted apoptosis, and increased chemotherapeutic drug sensitivity in AML. Experiments using severe combined immune-deficient mice and circBMI1 transgenic mice showed that mice with circBMI1 overexpression had lower white blood cell counts, which suggested less severe AML invasion. RNA immunoprecipitation and dual-luciferase reporter assay revealed binding sites among circBMI1, miR-338-5p, and inhibitor of DNA binding 4 (ID4). Rescue experiments proved that circBMI1 inhibited AML progression by binding to miR-338-5p, which affected the expression of ID4. By coculturing exosomes extracted from circBMI1-HL-60 and small interfering circBMI1-HL-60 cells with HL-60 cells, we found that exosomes from circBMI1-HL-60 cells showed tumor suppressive effects, namely inhibiting HL-60 proliferation, promoting apoptosis, and increasing chemotherapeutic drug sensitivity. Exosomes from small interfering circBMI1-HL-60 cells showed the opposite effects. circBMI1 may act as an exosome-dependent tumor inhibitor. circBMI1, a potential biomarker for clinical diagnosis, acts as a tumor suppressor in AML by regulating miR-338-5p/ID4 and might affect the pathogenesis of AML by exosome secretion.
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  • 文章类型: Journal Article
    由于化疗药物抗性(CDR),急性髓性白血病(AML)仍然具有挑战性。异常表达B7家族蛋白参与肿瘤逃避。我们想知道AMLCDR中的B7家族蛋白改变是否进一步支持肿瘤逃逸。这里,我们建立了AML阿糖胞苷耐药细胞系U937/Ara-C,并报道了MHC分子和B7家族成员的表达。HLA-ABC在两种细胞系上相似地高度表达。MIC(MHCI类链相关)A/B和B7-H6在U937表面中等表达,并被U937/Ara-C显着降低。相比之下,观察到U937/Ara-C对B7-H1和B7-H7的表达增强。HLA-DR和其他B7家族成员包括CD80,CD86,B7-DC,两种细胞系均未检测到B7-H2、B7-H3、B7-H4和B7-H5。与U937共培养相比,外周血单核细胞与U937/Ara-C孵育时细胞毒性降低,颗粒酶B和穿孔素产生水平下降表明,伴随着较少的TNF-α和乳酸脱氢酶分泌。总之,AMLCDR进一步逃避可能通过MHC分子和B7家族成员的抗肿瘤免疫应答。
    Acute myeloid leukemia (AML) remains challenging due to chemotherapeutic drug-resistance (CDR). Aberrant expression B7 family proteins are involved in tumors evasion. We wonder whether B7 family protein alteration in AML CDR further supports tumor escape. Here, we establish AML cytarabine-resistant cell line U937/Ara-C and report on the expression MHC molecule and B7 family member. HLA-ABC was highly expressed similarly on both cell lines. MIC (MHC class I chain related) A/B and B7-H6 was moderately expressed on the surface of U937 and decreased dramatically by U937/Ara-C. In contrast, enhanced expression of B7-H1 and B7-H7 by U937/Ara-C was observed. HLA-DR and other B7 family members including CD80, CD86, B7-DC, B7-H2, B7-H3, B7-H4, and B7-H5 were not detected by both cell lines. Compared co-cultured with U937, peripheral blood mononuclear cells showed a decreased cytotoxicity when incubated with U937/Ara-C, as indicated by decreased levels of granzyme B and perforin production, accompanied with less TNF-α and lactate dehydrogenase secretion. In conclusion, AML CDR further evades the anti-tumor immune response which may through MHC molecule and B7 family members.
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  • 文章类型: Journal Article
    急性髓性白血病(AML)是成人中最常见的白血病,死亡率高。当前的诊断标准和治疗策略的选择通常基于基因突变和细胞遗传学异常。化疗,靶向治疗,造血干细胞移植(HSCT)是AML的主要治疗策略。AML的临床管理中的两个困境与其不良预后有关。一个是诊断时不准确的风险分层,导致错误的治疗选择。另一种是对化疗和/或靶向治疗的频繁抗性。基因组特征一直是AML研究的焦点。然而,DNA水平畸变并不总是预测基因和蛋白质的表达水平,后者与疾病表型更密切相关.随着高通量测序和质谱技术的发展,研究下游效应物,包括RNA,蛋白质,和代谢物成为可能。转录组学可以揭示基因表达和调控网络,蛋白质组学可以发现与疾病密切相关的蛋白质表达和信号通路,代谢组学可以反映疾病进展过程中代谢物的精确变化。此外,单细胞水平的组学分析能够研究AML微环境的细胞成分和层次结构。来自不同组学层次的丰富数据通过识别预后相关的生物标志物,能够更好地对AML进行风险分层。并在确定药物靶标方面具有前瞻性应用,因此,有可能找到解决这两个困境的方法。在这次审查中,我们总结了使用组学方法的现有AML研究,无论是单独还是组合,涵盖疾病诊断的研究领域,风险分层,预后预测,化疗,以及靶向治疗。最后,我们讨论了多组学在AML精准医学中的应用方向和挑战。我们的评论可能会激发组学研究人员和临床医生从不同的角度研究AML。
    Acute myeloid leukemia (AML) is the most frequent leukemia in adults with a high mortality rate. Current diagnostic criteria and selections of therapeutic strategies are generally based on gene mutations and cytogenetic abnormalities. Chemotherapy, targeted therapies, and hematopoietic stem cell transplantation (HSCT) are the major therapeutic strategies for AML. Two dilemmas in the clinical management of AML are related to its poor prognosis. One is the inaccurate risk stratification at diagnosis, leading to incorrect treatment selections. The other is the frequent resistance to chemotherapy and/or targeted therapies. Genomic features have been the focus of AML studies. However, the DNA-level aberrations do not always predict the expression levels of genes and proteins and the latter is more closely linked to disease phenotypes. With the development of high-throughput sequencing and mass spectrometry technologies, studying downstream effectors including RNA, proteins, and metabolites becomes possible. Transcriptomics can reveal gene expression and regulatory networks, proteomics can discover protein expression and signaling pathways intimately associated with the disease, and metabolomics can reflect precise changes in metabolites during disease progression. Moreover, omics profiling at the single-cell level enables studying cellular components and hierarchies of the AML microenvironment. The abundance of data from different omics layers enables the better risk stratification of AML by identifying prognosis-related biomarkers, and has the prospective application in identifying drug targets, therefore potentially discovering solutions to the two dilemmas. In this review, we summarize the existing AML studies using omics methods, both separately and combined, covering research fields of disease diagnosis, risk stratification, prognosis prediction, chemotherapy, as well as targeted therapy. Finally, we discuss the directions and challenges in the application of multi-omics in precision medicine of AML. Our review may inspire both omics researchers and clinical physicians to study AML from a different angle.
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  • 文章类型: Journal Article
    急性髓系白血病(AML)是一种恶性血液肿瘤疾病。染色体异常是AML的独立预后因素。具有t(8:21)(q22;q22)/AML1-ETO(AE)的AML是独立的疾病组。在这项研究中,据报道,一种基于拉曼光谱的新方法可用于临床AML患者AE融合基因的无标记单细胞鉴定和分析.拉曼光谱以无标记和无损的方式反映了分子的固有振动信息,细胞的指纹拉曼光谱表征了细胞内分子类型和相对浓度信息,从而实现对不同种类细胞的鉴定和分子代谢分析。我们收集了有和没有AE融合基因的临床诊断的AMLM2患者的骨髓细胞的拉曼光谱。通过基于主成分分析和线性判别分析等多元统计方法的平均光谱比较和鉴别分析,成功实现了M2AML患者AE阳性和阴性样本细胞的区分,单细胞识别准确率达90%以上。同时,用多元曲线分辨交替最小二乘分解法分析了两类细胞的拉曼光谱。研究发现AE融合基因的存在可能导致AML细胞中脂质和核酸的代谢改变,这与基因组和代谢组学多组学研究的结果一致。上述结果表明单细胞拉曼光谱具有早期鉴定AE阳性AML的潜力。
    Acute myeloid leukemia (AML) is a malignant hematological tumor disease. Chromosomal abnormality is an independent prognostic factor in AML. AML with t(8:21) (q22; q22)/AML1-ETO (AE) is an independent disease group. In this research, a new method based on Raman spectroscopy is reported for label-free single-cell identification and analysis of AE fusion genes in clinical AML patients. Raman spectroscopy reflects the intrinsic vibration information of molecules in a label-free and non-destructive manner, and the fingerprint Raman spectrum of cells characterizes intracellular molecular types and relative concentration information, so as to realize the identification and molecular metabolism analysis of different kinds of cells. We collected the Raman spectra of bone marrow cells from clinically diagnosed AML M2 patients with and without the AE fusion gene. Through comparison of the average spectra and identification analysis based on multivariate statistical methods such as principal component analysis and linear discriminant analysis, the distinction between AE positive and negative sample cells in M2 AML patients was successfully achieved, and the single-cell identification accuracy was more than 90%. At the same time, the Raman spectra of the two types of cells were analyzed by the multivariate curve resolution alternating least squares decomposition method. It was found that the presence of the AE fusion gene may lead to the metabolic changes of lipid and nucleic acid in AML cells, which was consistent with the results of genomic and metabolomic multi-omics studies. The above results indicate that single-cell Raman spectroscopy has the potential for early identification of AE-positive AML.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    背景:具有各种核磷蛋白1(NPM1)突变的急性髓系白血病(AML)患者的预后存在争议。本研究旨在探讨NPM1基因突变类型(NPM1mut)对患者预后的影响。
    方法:新诊断为AML的528例患者的骨髓样本,被收集的形态学,免疫学,细胞遗传学,和分子生物学考试。通过下一代测序(NGS)技术检测基因突变。
    结果:约25.2%的病例表现为NPM1mut。83.5%的病例为A型,B型和D型分别占2.3%和3.0%。此外,确定了15例罕见类型,其中2例尚未报告。具有A型NPM1突变(NPM1A-mut型)和非A型NPM1突变(NPM1non-A型mut)的患者的临床特征相似。低NPM1非A型mut变异等位基因频率(VAF)和低NPM1A型mutVAF患者的无事件生存率(EFS)显着差异(EFS中位数=3.9vs.8.5个月,P=0.020)。NPM1非A型mutFLT3-ITDmut组的中位总生存期(OS),NPM1A-型mutFLT3-ITDmut组,NPM1non-A型mutFLT3-ITDwt组,NPM1A型mutFLT3-ITDwt组分别为3.9、10.7、17.3和18.8个月,而相应组的中位EFS分别为1.4、5.0、7.6和9.2个月(P<0.0001和P=0.004)。
    结论:NPM1A型mut和NPM1non-A型mut患者的OS和EFS没有显着差异。然而,NPM1突变类型和FLT3-ITD突变状态可能共同影响AML患者的预后.
    BACKGROUND: Acute myeloid leukemia (AML) patients with various nucleophosmin 1 (NPM1) mutations are controversial in the prognosis. This study aimed to investigate the prognosis of patients according to types of NPM1 mutations (NPM1mut).
    METHODS: Bone marrow samples of 528 patients newly diagnosed with AML, were collected for morphology, immunology, cytogenetics, and molecular biology examinations. Gene mutations were detected by next-generation sequencing (NGS) technology.
    RESULTS: About 25.2% of cases exhibited NPM1mut. 83.5% of cases were type A, while type B and D were respectively account for 2.3% and 3.0%. Furthermore, 15 cases of rare types were identified, of which 2 cases have not been reported. Clinical characteristics were similar between patients with A-type NPM1 mutations (NPM1A - type mut) and non-A-type NPM1 mutations (NPM1non - A-type mut). Event-free survival (EFS) was significantly different between patients with low NPM1non - A-type mut variant allele frequency (VAF) and low NPM1A - type mut VAF (median EFS = 3.9 vs. 8.5 months, P = 0.020). The median overall survival (OS) of the NPM1non - A-type mutFLT3-ITDmut group, the NPM1A - type mutFLT3-ITDmut group, the NPM1non - A-type mutFLT3-ITDwt group, and the NPM1A - type mutFLT3-ITDwt group were 3.9, 10.7, 17.3 and 18.8 months, while the median EFS of the corresponding groups was 1.4, 5.0, 7.6 and 9.2 months (P < 0.0001 and P = 0.004, respectively).
    CONCLUSIONS: No significant difference was observed in OS and EFS between patients with NPM1A - type mut and NPM1non - A-type mut. However, types of NPM1 mutations and the status of FLT3-ITD mutations may jointly have an impact on the prognosis of AML patients.
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