An IDO1-related immune gene signature predicts overall survival in acute myeloid leukemia

The contribution of the bone marrow (BM) immune microenvironment (TME) to acute myeloid leukemia (AML) development is well-known, but its prognostic significance is still elusive. Indoleamine 2,3-dioxygenase 1 (IDO1), which is negatively regulated by the BIN1 proto-oncogene, is an interferon (IFN)-γ-inducible mediator of immune tolerance. With the aim to develop a prognostic IDO1-based immune gene signature, biological and clinical data of 732 patients with newly diagnosed, non-promyelocytic AML were retrieved from public datasets and analyzed using established computational pipelines. Targeted transcriptomic profiles of 24 diagnostic BM samples were analyzed using the NanoString's nCounter platform. BIN1 and IDO1 were inversely correlated and individually predicted overall survival. PLXNC1, a semaphorin receptor involved in inflammation and immune response, was the IDO1-interacting gene retaining the strongest prognostic value. The incorporation of PLXNC1 into the 2-gene IDO1-BIN1 score gave rise to a powerful immune gene signature predicting survival, especially in patients receiving chemotherapy. The top differentially expressed genes between IDO1low and IDO-1high and between PLXNC1low and PLXNC1 high cases further improved the prognostic value of IDO1 providing a 7 and 10-gene immune signature, highly predictive of survival and correlating with AML mutational status at diagnosis. Taken together, our data indicate that IDO1 is pivotal for the construction of an immune gene signature predictive of survival in AML patients. Given the emerging role of immunotherapies for AML, our findings support the incorporation of immune biomarkers into current AML classification and prognostication algorithms.

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Low expression of MN1 associates with better treatment response in older patients with de novo cytogenetically normal acute myeloid leukemia

Blood ◽

10.1182/blood-2011-06-357764 ◽

2011 ◽

Vol 118 (15) ◽

pp. 4188-4198 ◽

Cited By ~ 40

Author(s):

Sebastian Schwind ◽

Guido Marcucci ◽

Jessica Kohlschmidt ◽

Michael D. Radmacher ◽

Krzysztof Mrózek ◽

...

Keyword(s):

Overall Survival ◽

Acute Myeloid Leukemia ◽

Older Patients ◽

Myeloid Leukemia ◽

Hox Genes ◽

De Novo ◽

Prognostic Significance ◽

The Impact ◽

Favorable Group ◽

Acute Myeloid

AbstractLow MN1 expression bestows favorable prognosis in younger adults with cytogenetically normal acute myeloid leukemia (CN-AML), but its prognostic significance in older patients is unknown. We analyzed pretherapy MN1 expression in 140 older (≥ 60 years) de novo CN-AML patients treated on cytarabine/daunorubicin-based protocols. Low MN1 expressers had higher complete remission (CR) rates (P = .001), and longer overall survival (P = .03) and event-free survival (EFS; P = .004). In multivariable models, low MN1 expression was associated with better CR rates and EFS. The impact of MN1 expression on overall survival and EFS was predominantly in patients 70 years of age or older, with low MN1 expressers with mutated NPM1 having the best outcome. The impact of MN1 expression was also observed in the Intermediate-I, but not the Favorable group of the European LeukemiaNet classification, where low MN1 expressers had CR rates and EFS similar to those of Favorable group patients. MN1 expresser-status-associated gene- and microRNA-expression signatures revealed underexpression of drug resistance and adverse outcome predictors, and overexpression of HOX genes and HOX-gene–embedded microRNAs in low MN1 expressers. We conclude that low MN1 expression confers better prognosis in older CN-AML patients and may refine the European LeukemiaNet classification. Biologic features associated with MN1 expression may help identify new treatment targets.

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Negative prognostic value of glutathione S-transferase(GSTM1 and GSTT1) deletions in adult acute myeloid leukemia

Blood ◽

10.1182/blood.v100.8.2703 ◽

2002 ◽

Vol 100 (8) ◽

pp. 2703-2707 ◽

Cited By ~ 79

Author(s):

Maria Teresa Voso ◽

Francesco D'Alo' ◽

Rossana Putzulu ◽

Luca Mele ◽

Alessandra Scardocci ◽

...

Keyword(s):

Acute Myeloid Leukemia ◽

Myeloid Leukemia ◽

Prognostic Value ◽

Prognostic Significance ◽

Response To Therapy ◽

Induction Treatment ◽

Chain Reactions ◽

Response To Chemotherapy ◽

Homozygous Deletions ◽

Acute Myeloid

Glutathione S-transferases (GSTs) are enzymes involved in the detoxification of several environmental mutagens, carcinogens, and anticancer drugs. GST polymorphisms resulting in decreased enzymatic activity have been associated with several types of solid tumors. We determined the prognostic significance of the deletion of 2 GST subfamilies genes, M1 and T1, in patients with acute myeloid leukemia (AML). Using polymerase chain reactions, we analyzed theGSTM1 and GSTT1 genotype in 106 patients with AML (median age, 60.5 years; range, 19-76 years). The relevance ofGSTM1 and GSTT1 homozygous deletions was studied with respect to patient characteristics, response to therapy, and survival. Homozygous deletions resulting in null genotypes at theGSTM1 and GSTT1 loci were detected in 45 (42%) and 30 (28%) patients, respectively. The double-null genotype was present in 19 patients (18%). GST deletions predicted poor response to chemotherapy (P = .04) and shorter survival (P = .04). The presence of at least one GST deletion proved to be an independent prognostic risk factor for response to induction treatment and overall survival in a multivariate analysis including age and karyotype (P = .02). GST genotyping was of particular prognostic value in the cytogenetically defined intermediate-risk group (P = .003). In conclusion, individuals with GSTM1 or GSTT1 deletions (or deletions of both) may have an enhanced resistance to chemotherapy and a shorter survival.

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Mitoxantrone, Etoposide, and Intermediate-Dose Cytarabine in the Treatment of Refractory/Relapsed Acute Myeloid Leukemia : Single-Center Experience

Blood ◽

10.1182/blood.v112.11.4007.4007 ◽

2008 ◽

Vol 112 (11) ◽

pp. 4007-4007

Author(s):

Hwa Jung Sung ◽

Eui Bae Kim ◽

Se Ryeon Lee ◽

Hee Yun Seo ◽

Kyong Hwa Park ◽

...

Keyword(s):

Overall Survival ◽

Acute Myeloid Leukemia ◽

Myeloid Leukemia ◽

Prognostic Significance ◽

Salvage Chemotherapy ◽

High Dose ◽

Hematopoietic Stem ◽

Relapsed Acute Myeloid Leukemia ◽

Acute Myeloid

Abstract Background: The results of salvage chemotherapy for patient with refractory or relapsed acute myeloid leukemia(AML) have been generally disappointing with low response rates and occasional long-term survivors in most studies. Since therapeutic failure seems to be inevitable in the great majority of these patients, development of more effective salvage therapy is warranted. Recent approaches to the treatment of previously treated AML generally involved the use of cytarabine in intermediate or high-dose alone or in association with new intercalating agents, such as amsacrine, mitoxantrone or idarubicin, etoposide, or asparaginase. Methods: A single course of mitoxantrone 6 mg/m2 intravenous (IV) bolus, etoposide 80 mg/m2 IV for 1 hour, and cytarabine (Ara-C) 1g/m2 IV for 6 hours daily for 6 days (MEC), has been proposed as a salvage regimen. Between October 1998 and May 2005, thirty refractory/relapsed AML patients have been treated by MEC salvage chemotherapy. Twenty two patients were in relapse and eight patients were refractory after conventional induction chemotherapy including cytarabine and idarubicin or mitoxantrone. Two patient were in relapse after allogenous hematopoietic stem cell transplantation(SCT). Results: Complete remission(CR) was obtained in 12 of 30 patients(40%) and 3 of 30(10%) died during salvage treatment: 2 due to intracranial hemorrhage and 1 due to fungemia sepsis. After CR achievement, 5 patients received consolidation chemotherapy. Two patients with an HLA-identical sibling donor underwent allogeneic SCT, and one patient received autologous SCT. Severe myelosuppression was observed in all patients resulting in fever or documented infections in 90% of patients. Nonhematologic toxicity was minimal. At the time of analysis, 9 of 11 patients who achieved CR have relapsed. Median disease-free survival was 12 months. Median overall survival was 13.5 months. There were only two longterm remitters. Several clinicolaboratory and treatment-related variables were analyzed to determine their prognostic significance for CR achievement, duration of CR, overall survival. Conclusions: Our results suggest that MEC combination chemotherapy might induce CR in a patient with refractory or relapsed AML, although new agents or new therapeutic strategies should be required for long term remission.

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Prognostic Impact of the Interaction between DNMT3A mutation and Internal Tandem Duplication of the FLT3 Gene (FLT3-ITD) in Patients with De Novo Mutated NPM1 (NPM1mut) acute Myeloid Leukemia

Blood ◽

10.1182/blood-2018-99-115337 ◽

2018 ◽

Vol 132 (Supplement 1) ◽

pp. 1492-1492

Author(s):

Guadalupe Oñate ◽

Ana Garrido ◽

Jordi Esteve ◽

Rosa Coll ◽

Montserrat Arnan Sangerman ◽

...

Keyword(s):

Overall Survival ◽

Acute Myeloid Leukemia ◽

Complete Remission ◽

Myeloid Leukemia ◽

De Novo ◽

Prognostic Impact ◽

Intermediate Risk ◽

Mutational Status ◽

De Novo Aml ◽

Acute Myeloid

Abstract Introduction The association of NPM1mut and FLT3-ITD in de novo acute myeloid leukemia (AML) with intermediate-risk cytogenetics has different prognostic impact depending on the FLT3 allelic burden. Previous studies published by our cooperative group showed that patients with de novo AML of intermediate-risk cytogenetics with NPM1mut and FLT3-ITD low ratio (<0.5, FLT3low) at diagnosis presented an overall survival and relapse rate similar to those with NPM1mut and FLT3wt. Therefore, in the CETLAM-2012 protocol, patients with FLT3low NPM1mut AML are not considered for allogenic hematopoietic stem cell transplant (allo-HSCT) in first complete remission (CR1). Recent studies suggest that the co-occurrence of DNMT3A mutation in FLT3-ITD NPM1mut AML patients confers a worse prognosis regardless of FLT3-ITD ratio. We analysed our data to determine whether these findings were confirmed in our cohort, specifically in the low FLT3-ITD ratio patients, since this could have therapeutic implications. Methods and patients A total of 163 patients with de novo AML, intermediate-risk cytogenetics and NPM1mut were analysed (median age 53 years (18-72); male:female 72:91 (0.79)). Eighty patients (49%) harboured an FLT3-ITD, with a high allelic ratio in 42 of 76 patients with available ITD/wt ratio (55%). They were included in the AML-2003 (n=49) and AML-2012 (n=114) CETLAM protocols. Proportion of patients undergoing alloHSCT in CR1 is detailed in table 1. Bone marrow samples from diagnosis were studied for DNMT3A mutations as previously described. The definition of complete remission (CR), overall survival (OS), leukemia-free survival (LFS) and risk of relapse (RR) followed recommended ELN criteria. The Kaplan-Meier method was used to estimate the distribution of LFS and OS, for RR cumulative incidence was used. Results Out of the 163 patients with AML of intermediate risk cytogenetics and NPM1mut, 78 presented DNMT3A mutations (48%). Of these, 62 (79%) presented mutations in codon R882 or corresponded to DNA insertions/deletions while 16 (21%) harboured missense mutations. Presence of DNMT3A mutation did not associate with FLT3-ITD (ITD/85 DNMT3Awt vs ITD/78 DNMT3Amut, p=0.394). In the entire cohort, 5-year OS, LFS and RR were 58±4.5%, 59±4.6% and 27±13.9%. FLT3-ITD ratio confirmed its prognostic impact when analysing FLT3wt (n=83) vs FLT3low (n=34) vs FLT3high (n=42) patients (5-year OS of 68±6% vs 62±8.7% vs 37±8.6%; p=0.002; and 5-year RR of 18±9.4% vs 27±16.1% vs 41±23.2%; p=0.023). On the contrary, DNMT3Amut did not exert any effect on overall outcome (5-yr OS DNMT3Awt vs DNMT3Amut 61±6.2% vs 55±6.2%; p=0.234) When DNTM3A mutational status was considered, the impact of FLT3-ITD on outcome was mitigated in wild-type DNMT3A population. Thus, we found that DNMT3Awt patients presented no statistical differences in OS according to FLT3 mutational status or ratio: FLT3wt (n=46) vs FLT3-ITD (n=39) was 67±8.5% vs 57±8.2%; p=0.122, whereas FLT3wt (n=46) vs FLT3low (n=18) vs. FLT3high (n=19) was 67±8.5% vs. 66±11.5% vs 46±11.8%; p=0.088 (image 1A).This was also seen in relation to LFS and RR according to FLT3 ratio: 5-yr LFS of FLT3wt vs FLT3low vs FLT3high was 72±7.9% vs 61±12.6% vs 51±13.4%; p=0.244 and 5-year RR of the same groups: 19±8.8% vs 26±12.5% vs 27±21.9%; p=0.724 (image 2A). In the DNMT3Amut group, patients with FLT3-ITD (n=41) presented shorter OS than those with FLT3wt (n=37) with an OS of 37±10.7% vs 69±7.8%; p=0.028. When FLT3 ratio was considered, FLT3wt (n=37) vs FLT3low (n=16) vs FLT3high (n=23) showed an OS of 69±7.8% vs. 58±13.2% vs 27±13.1%; p=0.038 (image 1B). Similar results were seen in LFS according to FLT3 ratio (FLT3wt (n=29) vs FLT3low (n=16) vs FLT3high (n=20) 71±8.6% vs 53±12.9% vs 18±13.8%; p=0.012). Finally, we observed significant differences in the 5-year RR when considering DNMT3Amut patients in relation to FLT3 ratio (FLT3wt vs FLT3low vs FLT3high 18±10.6% vs 27±20% vs 54±28.8%; p=0.021)(image 2B). Conclusions In this study, patients with NPM1mut and FLT3-ITDlow presented a similar outcome to patients with NPM1mut and FLT3wt regardless of DNMT3A mutational status. These results support the modification of alloHCST policy in CR1 in CETLAM-2012, which do not consider alloHSCT for patients with FLT3low. On the other hand, concurrence of DNMT3A mutation may have an added negative effect in patients with NPM1mut and FLT3-ITDhigh, which should be further confirmed in larger studies. Disclosures No relevant conflicts of interest to declare.

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Prognostic Value of Absolute Lymphocyte count, Lymphocyte percentage, Serum albumin, Aberrant Expression of CD7, CD19 and the Tumor Suppressors (PTEN and p53) in Patients with Acute Myeloid Leukemia

Asian Pacific Journal of Cancer Biology ◽

10.31557/apjcb.2020.5.4.131-140 ◽

2020 ◽

Vol 5 (4) ◽

pp. 131-140

Author(s):

Nadia Ali Sadek ◽

Suzan M Abd-eltawab ◽

Nagwa Mohamed Assem ◽

Hoda A-M Hamdy ◽

Fatma M. EL- sayed ◽

...

Keyword(s):

Overall Survival ◽

Acute Myeloid Leukemia ◽

Serum Albumin ◽

Tumor Suppressors ◽

Lymphocyte Count ◽

Myeloid Leukemia ◽

Prognostic Value ◽

Absolute Lymphocyte Count ◽

Aberrant Expression ◽

Acute Myeloid

Background: Acute myeloid leukemia (AML) is a hematopoietic neoplasm. Tumor suppressors have a magnificent role in preventing the AML process. The absolute lymphocyte count is a simple yet statistically powerful estimate in patients with acute leukemia besides the lymphocyte’s percentage. Aim: Investigating the prognostic value of absolute lymphocyte count, lymphocyte percentage, serum albumin, the aberrant expression of CD7and CD19 and the tumor suppressor genes (PTEN and p53) in patients with AML. Methods: 35 de novo AML patients were included. They received the standard induction chemotherapy (3+7 protocol) and were followed up for one year after treatment. 15 normal healthy individuals, age and sex matched constituted the controls.Results: The mean overall survival of patients with lymphocyte percentage ≤25 was low compared to those with high lymphocyte percentage (>25%) (χ2 =5.808, P=0.016). AML patients with low levels of ALC showed significantly shorter overall survival than patients with high levels (χ2 =4.587, P= 0.032). AML patients with low serum albumin were of low overall survival compared to those with normal level (χ2 =8.698, P=0.003). Patients with aberrant CD7 expression showed short survival and unresponsiveness to treatment than CD7 negative patients. PTEN gene expression and p53 protein level were significantly lower in AML patients compared to the control group.Conclusion: The decrease in ALC, lymphocyte percentage, albumin concentration and the increase in monocyte percentage indicates bad prognosis in AML patients. The Aberrant CD7 expression, very low expression of PTEN and low level of p53 could estimate the unresponsiveness to standard chemotherapy.

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Prognostic Value of Genetic Alterations in Elderly Patients with Acute Myeloid Leukemia: A Single Institution Experience

Cancers ◽

10.3390/cancers11040570 ◽

2019 ◽

Vol 11 (4) ◽

pp. 570 ◽

Cited By ~ 6

Author(s):

Maël Heiblig ◽

Hélène Labussière-Wallet ◽

Franck Emmanuel Nicolini ◽

Mauricette Michallet ◽

Sandrine Hayette ◽

...

Keyword(s):

Acute Myeloid Leukemia ◽

Myeloid Leukemia ◽

Prognostic Value ◽

Statistical Significance ◽

Prognostic Significance ◽

Genetic Alterations ◽

Treatment Intensity ◽

Intensive Chemotherapy ◽

Genetic Characteristics ◽

Acute Myeloid

Although the outcome in younger adults with acute myeloid leukemia (AML) has improved, the benefit associated with standard intensive chemotherapy in older patients remains debatable. In this study, we investigated the incidence and the prognostic significance of genetic characteristics according to treatment intensity in patients aged 60 years or older. On the 495 patients of our cohort, DNMT3A R882 (25.2%), NPM1 (23.7%) and FLT3-ITD (16.8%) were the most frequent molecular mutations found at diagnosis. In this elderly population, intensive chemotherapy seemed to be a suitable option in terms of early death and survival, except for normal karyotype (NK) NPM1−FLT3-ITD+ patients and those aged over 70 within the adverse cytogenetic/molecular risk group. The FLT3-ITD mutation was systematically associated with an unfavorable outcome, independently of the ratio. NK NPM1+/FLT3-TKD+ genotype tends to confer a good prognosis in patients treated intensively. Regarding minimal residual disease prognostic value, overall survival was significantly better for patients achieving a 4 log NPM1 reduction (median OS: 24.4 vs. 12.8 months, p = 0.013) but did not reach statistical significance for progression free survival. This retrospective study highlights that intensive chemotherapy may not be the most appropriate option for each elderly patient and that molecular markers may help treatment intensity decision-making.

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Poor Prognosis of Adult Acute Myeloid Leukemia (AML) with High Level of Evi1 and BAALC Transcript.

Blood ◽

10.1182/blood.v104.11.2994.2994 ◽

2004 ◽

Vol 104 (11) ◽

pp. 2994-2994

Author(s):

Valeria Biggio ◽

Selim Corm ◽

Hugues Leroy ◽

Stephane De Botton ◽

Christophe Roumier ◽

...

Keyword(s):

Overall Survival ◽

Acute Myeloid Leukemia ◽

Molecular Markers ◽

Myeloid Leukemia ◽

Remission Rate ◽

Prognostic Significance ◽

Normal Karyotype ◽

High Expression ◽

Fab Classification ◽

Acute Myeloid

Abstract Cytogenetics remain the most powerful prognostic factor in acute myeloid leukemia (AML). However, 50–60 % of those patients (pts) are included in intermediate or unknown karyotypic risk groups. Molecular markers might improve risk classification and recently, 2 groups have reported that the expression of BAALC and EVI1 might be associated with a poor outcome, especially in pts with normal karyotype (Blood.2003;102:1613; Blood2003;101:837). Thus, we retrospectively analyzed the prognostic significance of the expressions level of these genes, by real time quantitative PCR (RQ-PCR) in AML. Patients and methods: 189 adult pts were analyzed: median age was 49 years (range, 19-65), median WBC counts 19 Giga/L (range, 0-602). FAB classification was: M0=22, M1=41,M2=44,M4=37,M5=26,M6=7,M7=1 and unclassified =11. Karyotype was prognostically favorable (n=28), intermediate (n=115, including 80 normal), unfavorable (n=39) and unknown (n=7). All pts received anthracycline-AraC chemotherapy according to French ALFA group multicenter trials (Castaigne et al, Blood 2004; May 13, Epub ahead of print). Complete remission rate was 83 %, median overall survival: 22 months, range 0.1 to 123. RQ-PCR was performed according to the 2 previous paper recommendations. However the housekeeping gene used in this work was TBP (TF2D). Results were expressed using ΔCt method. High levels of EVI1 were defined by ΔCt lower than 11. BAALC (+) pts and (−) pts were defined by ΔCt value lower or higher than 2.45 (ie the median ΔCt for BAALC expression). Results: 24/189 (13%) pts had high expression of EVI1. By comparison to pts without high EVI1 expression, pretreatment variables other than karyotype (including age, WBC counts, FAB classification) were similar in pts with high EVI1 expression. Patients with high EVI1 expression had significantly worse karyotype: none had favorable karyotype, only 4 (17%) had 3q26 abnormalities ((associated with other adverse abnormalities in 3 cases (i.e. -7/7q-)), 3 had 11q23 abnormalities and 9/24 (37.5%) pts normal karyotype. No significant diferencies between pts with high and low EVI1 expression was found for CR rates and DFS, but high EVI1 expression was associated with poorer overall survival ( median:11.7 months versus 26.9 months; p=0.0372). No pretreatment parameters, including karyotype, differed between BAALC (+) (ie pts with BAALC expression lower than the ΔCt median value) and BAALC (−) pts (ie pts with expression greater than the ΔCt median value). Overall CR rate, DFS, OS were similar in BAALC (+) and BAALC (−) pts. However, in the intermediate cytogenetic subgroup (n=115 pts), BAALC (+) pts had lower median DFS (9.7 months versus 19.8 months; p=0.0316) and EFS (4.1 months versus 11.8 months; p=0.0027) than BAALC (−) pts and a trend for poorer OS:16 months versus 27 months (p=0.07). In conclusion: In adult AML patients, high expression of EVI and BAALC are associated with poorer outcome. Determination at diagnosis of the level of those two genes could be helpful for treatment adjustment, especially in the intermediate cytogenetic subgroup. Correlation between EVI1 and BAALC results and those of other molecular markers (CEBPA, RAS, FLT3) mutations will be presented.

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Activity of matrix metalloproteinases MMP-2 and MMP-9 in bone marrow plasma of patients with acute myeloid leukemia

Biomeditsinskaya Khimiya ◽

10.18097/pbmc20135905578 ◽

2013 ◽

Vol 59 (5) ◽

pp. 578-584 ◽

Cited By ~ 1

Author(s):

I.F. Lesnichenko ◽

S.V. Gritsaev ◽

A.N. Sergeev ◽

I.I. Kostroma ◽

S.A. Tiranova

Keyword(s):

Bone Marrow ◽

Overall Survival ◽

Acute Myeloid Leukemia ◽

Myeloid Leukemia ◽

Prognostic Significance ◽

High Ratio ◽

Resistant Variant ◽

Upper Limit ◽

Bone Marrow Plasma ◽

Acute Myeloid

Prognostic significance of the ratio of MMP-2 and MMP-9 activities (MMP-2/MMP-9) have been investigated in bone marrow plasma (BMP) of 53 patients with acute myeloid leukemia (AML) using the method of zymography. During BMP collection 33 patients were diagnosed with complete remission (CR) and 22 patients without CR. The ratio MMP-2/MMP-9 was approximately 1.00 (the upper limit was equal 1.77) in the 75% of patients. At the same time the ratio was more than 3 times higher in 13 patients (25%): their minimal value was 1.80 (p<0.001). In the group with high ratio MMP-2/MMP-9 only 3 patients were with CR, and 10 patients with resistant variant of AML. The median of the overall survival (OS) of these 10 patients was significantly lower than OS of other investigated AML patients (7.0 vs 33.5 months р<0.001). Thus the high MMP-2/MMP-9 ratio (³1.8) may be associated with unfavorable course of AML.

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Construction of a novel ferroptosis-related gene signature for predicting prognosis and immune microenvironment in acute myeloid leukemia

Bosnian Journal of Basic Medical Sciences ◽

10.17305/bjbms.2021.6274 ◽

2021 ◽

Author(s):

Xianbo Huang ◽

De Zhou ◽

Xiujin Ye ◽

Jie Jin

Keyword(s):

Overall Survival ◽

Acute Myeloid Leukemia ◽

Myeloid Leukemia ◽

Risk Model ◽

Cox Regression ◽

Prognostic Significance ◽

Risk Groups ◽

Low Risk ◽

Cox Regression Analysis ◽

Acute Myeloid

Acute myeloid leukemia (AML) is a highly heterogeneous hematopoietic malignancy that strongly correlates with poor clinical outcomes. Ferroptosis is an iron-dependent, non-apoptotic form of regulated cell death which plays an important role in various human cancers. Nevertheless, the prognostic significance and functions of ferroptosis-related genes (FRGs) in AML have not received sufficient attention. The aim of this article was to evaluate the association between FRGs levels and AML prognosis using publicly available RNA-sequencing datasets. The univariate Cox regression analysis identified 20 FRGs that correlate with patient overall survival. The LASSO Cox regression model was used to construct a prognostic 12-gene risk model using a TCGA cohort, and internal and external validation proved the signature efficient. The 12-FRGs signature was then used to assign patients into high- and low-risk groups, with the former exhibiting markedly reduced overall survival, compared to the low-risk group. ROC curve analysis verified the predictive ability of the risk model. Functional analysis showed that immune status and drug sensitivity differed between the 2 risk groups. In summary, FRGs is a promising candidate biomarker and therapeutic target for AML.

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