Treatment Of Acute Myeloid Leukemia Research Articles

Monitoring Apoptosis and Myeloid Differentiation of Acridine Orange-Mediated Sonodynamic Therapy-Induced Human Promyelocytic Leukemia HL60 Cells.

In the treatment of acute myeloid leukemia (AML), conventional therapies can lead to severe side effects and drug resistance. There is a need for alternative treatments that do not cause treatment resistance and have minimal or no side effects. Sonodynamic therapy (SDT), due to its noninvasive, multiple repeatability, localized treatment feature and do not cause treatment resistance, emerges as an alternative treatment option. However, it has not received sufficient attention in the treatment of AML especially acute promyelocytic leukemia (APL). The aim of the study was to investigate the potential differentiation and antileukemic effects of acridine orange (AO)-mediated SDT on HL60 cells. Cell viability was determined by the 3-(4,5-Dimethylthiazol-2-yl)-2,5-Diphenyltetrazolium Bromide (MTT)method in the control, ultrasound, AO concentrations, and ultrasound-exposed AO concentrations groups. Transmission electron microscopy (TEM) was used to determine morphology, and flow cytometry was used to determine apoptosis, DNA cycle, cell volume, mitochondria membrane potential (Δψm), reactive oxygen species (ROS) production, and differentiation markers (CD11b and CD15) expressions. Additionally, toluidine blue staining for semithin sections was used to determine differentiation. The cytotoxicity of AO-mediated SDT on HL60 cells was significantly higher than other groups, and TEM images showed that it caused various morphological changes typical for apoptosis. Flow cytometry results showed the presence of early apoptosis, subG1 arrest, loss of Δψm, increase of intracellular ROS production, decreased cell volume, and increased expression of CD11b (1.3-fold) antigen and CD15 (1.2-fold) antigen. Data showed that AO-mediated SDT significantly induced apoptosis in HL60 cells. Increased expression of CD11b and CD15 antigens and morphological findings demonstrated that AO-mediated SDT contributes to granulocytic differentiation in HL60 cells. AO-mediated SDT has potential as an alternative treatment of APL.

C-FLIP and microRNA 708-5p gene expression in newly diagnosed and chemotherapy in acute myeloid leukemia of Iraqi patient

Abstract: BACKGROUND: C-FLICE-like inhibitory protein (c-FLIP) is a protein that does not merely block apoptosis signaling but also adjusts further pathways of cell death. Acute myeloid leukemia (AML), a nonhomogeneous hematologic malignancy, is the highly common form of AML among adults and is described through the clonal enlargement of myeloid blasts in the bone marrow (BM), peripheral blood, and/or else tissues. OBJECTIVES: The aims of this study were to investigate the role of c-FLIP and microRNA (miRNA) 708-5p as a prospective prognostic biomarker as well as the therapeutic goal in AML. PATIENTS MATERIALS AND METHODS: This study includes two groups of patients (40) individuals newly diagnosed AML patients, (20) AML taking chemotherapy, and (50) apparently healthy volunteers. The study was conducted at the National Center of Hematology/Mustansiriyah University. The methods employed in the analysis include total RNA extraction, complementary cDNA synthesis, and quantitative real-time polymerase chain reaction (PCR) were used to evaluate the gene expression of cFLIP and miRNA-708-5p. Complete blood count to estimate some hematological parameters. RESULTS: The expression of c-FLIP was notably higher in both newly diagnosed and patients under chemotherapy compared to controls with fold expression (3.291 and 2.92), respectively, with a highly significant (P = 0.0001). The increase in miRNA 708-5p expression in newly diagnosed patients with fold expression (5.345), whereas downregulation in patients under chemotherapy with fold expression (0.789) indicates that treatment may restore its levels, contributing to the suppression of c-FLIP and promoting apoptosis. CONCLUSION: The c-FLIP and miRNA708-5p gene might be used as a biological marker for the AML initial diagnosis. The researches emphasize the role of miRNA 708-5p as a tumor suppressor, which negatively regulates the antiapoptotic protein c-FLIP, indicating its potential as a therapeutic target in AML treatment. By modulating the levels of miRNA708-5p, it may be possible to regulate the expression of c-FLIP, thus enhancing the effectiveness of apoptosis-inducing therapies. This suggests the promising development of miRNA-based therapies as part of AML treatment strategies. Furthermore, miRNA 708-5p can act as a prognostic indicator in AML, with its expression levels offering valuable insights into disease progression and patient response to treatment. Further research into miRNA 708-5p can lead to a better understanding of its role in AML pathogenesis and its potential applications in clinical practice.

Implementation of a Novel Pathway to Integrate Palliative and Oncology Care for Patients With Acute Myeloid Leukemia in a Community Hospital

PURPOSE Historically, patients with hematologic malignancies are referred to palliative care less often and later in the disease trajectory than those with solid tumors. Recent evidence demonstrates the benefit of early, integrated inpatient palliative care (PC) for patients with acute myeloid leukemia (AML) receiving chemotherapy at academic centers. The current study evaluated the feasibility of implementing standardized early palliative care services (PCS) during hospitalization for AML treatment in a community setting. METHODS Starting June 2018, automated consultations for PCS were incorporated into clinical pathways to encourage early, integrated services for patients receiving chemotherapy for AML with an expected hospital stay of 4-6 weeks. Expectations were established that consultations would be performed within 72 hours of request; patients would have two visits per week by a palliative care clinician and at least one visit by a member of the interdisciplinary team. To measure the feasibility of this intervention, data on number of patients who received palliative care consultation and time to palliative care consultation were compared with institutional historical controls. RESULTS On the basis of retrospective chart review, the postintervention group (n = 21) had greater PCS compared with historical controls (n = 28; 95% v 36%). The average number of PC team member visits per patient was significantly greater after the intervention: PC clinicians (1.04-8.05, P < .001), chaplains (1.3-3.3, P = .0085), and social workers (1.0-4.3, P < .001). Of those patients who received PCS, 74% had their initial palliative medicine consultation within 3 days of a clinician's order and 100% within 4 days. CONCLUSION We have demonstrated the feasibility of implementing standardized integration of PCS for patients with AML hospitalized for treatment in a community setting.

Simultaneous inhibition of FLT3 and HDAC by novel 6-ethylpyrazine-2-Carboxamide derivatives provides therapeutic advantages in acute myelocytic leukemia

Synergetic inhibition of FMS-like tyrosine kinase 3 (FLT3) and histone deacetylase (HDAC) by small molecule chimera presents a promising therapeutic approach for acute myeloid leukemia (AML) with FLT3 mutations. In this study, we first observed that the combined use of FLT3 inhibitor gilteritinib and HDAC inhibitor vorinostat increased the survival rate of leukemia xenograft mouse model. Then, we employed a pharmacophore fusion strategy to develop a novel series of FLT3/HDAC dual inhibitors. Among them, compound 25h demonstrated superior inhibitory activity against both FLT3 and HDAC. In particular, compound 25h exhibited enhanced anti-proliferation activity against MOLM-13 cells in comparison to gilteritinib, vorinostat, and their combination, while maintaining reduced cytotoxicity towards normal cells. Mechanistically, the heightened anti-tumor effect of compound 25h was attributed to its more potent regulation of intracellular pathways, notably phosphorylation of ERK, compared to single drug and combination treatments. Furthermore, compound 25h demonstrated superior anti-tumor efficacy in the MOLM-13 xenograft model compared to combination therapy, along with reduced in vivo toxicity. To conclude, we have identified a novel FLT3/HDAC dual inhibitor that could serve as a potential candidate for the treatment of AML.

Advances in pathogenesis research and challenges in treatment development for acute myeloid leukemia.

Acute myeloid leukemia (AML) develops when hematopoietic stem cells acquire chromosomal and genetic abnormalities, transforming into leukemia stem cells (LSCs) and further gaining driver mutations. Advances in genomic analysis have identified numerous new gene mutations involved in AML development. Recent research has shown that individuals with germline mutations in genes like DDX41 and CEBPA develop AML upon acquiring additional somatic mutations, and the latest WHO classification separates AML with such mutations into distinct disease groups. LSCs are regulated by different metabolic processes than normal stem cells, contributing to drug resistance and relapse. LSCs rely on oxidative phosphorylation (OXPHOS) metabolism for energy production, and venetoclax inhibits this process, affecting LSCs. Resistant LSCs show enhanced glycolysis, which suggests that targeting both OXPHOS and glycolysis is crucial. While targeted therapies like FLT3, BCL-2, and IDH inhibitors have shown efficacy, resistance remains an issue, highlighting the need for new treatment strategies. CAR-T cell therapy is an emerging immunotherapy that shows particular promise for targeting CD123 and CLL-1, with acceptable toxicity. Future developments in CAR-T cell therapy and other immunotherapies are anticipated to improve AML treatment outcomes.

The outcome of haematopoietic stem cell transplantation in a patient with STAT1 gain-of-function: a case report

Background: The human signal transducer and activator of transcription 1 (STAT1) is a latent cytoplasmic transcription factor and one of seven members of the STAT family. Autosomal dominant (AD) STAT1 gain-of-function (GOF), characterized by enhanced phosphorylation of the tyrosine-701 residue and STAT1 activation, is commonly associated with chronic mucocutaneous candidiasis (CMCC), immunodeficiency, aneurysms, malignancies, and autoimmune phenomena. The best management strategies for patients with STAT1 GOF remain unclear. Typically, the standard care includes supportive treatments such as antimicrobial prophylaxis, either alone or combined with immunoglobulin replacement therapy. Biological therapies such as JAK inhibitors have been shown to alleviate symptoms of infection and autoimmune disorders in patients with STAT1 GOF mutations. However, there is a lack of long-term outcome data for JAK inhibition. Hematopoietic stem cell transplantation (HSCT) is an alternative treatment option for a subset who experience a persistent disease course despite conventional therapy. However, the effectiveness of HSCT for this condition is not yet well established. Methods: Our patient’s medical records were analyzed retrospectively, including her medical history. Results: We present the outcome of HSCT performed on a 27-year-old female with STAT1 GOF, conducted as a treatment for acute myeloid leukemia (AML). Conclusion: HSCT may serve as an alternative and potentially curative treatment for certain STAT1 GOF patients with progressive, life-threatening conditions that do not respond to conventional therapies. Additional research is needed to improve the management of these patients. Statement of Novelty: We present a novel case study of HSCT as a treatment for AML in a 27-year-old patient with STAT1 GOF, highlighting the potential for curative outcomes in progressive, life-threatening conditions unresponsive to conventional therapies. This case contributes to the limited body of evidence supporting the efficacy and challenges of HSCT in STAT1 GOF patients.

Facile Synthesis and Antitumor Activity of o-Iodoaromatic Ether

Abstract: In this study, an efficient method for the synthesis of one type of aromatic ether was introduced, and its antitumor activity was investigated. Specifically, (diacetoxyiodo)arene was prepared from 2-methyliodobenzene and used to oxidize the 4-nitrophenol to give the aromatic ether. Our study further found that aromatic ether has a strong apoptotic effect on U937 monocytes, suggesting that it might be developed as a new drug for the treatment of acute myeloid leukemia.

AML-521 Treatment of Acute Myeloid Leukemia With Orca-T

AML-521 Treatment of Acute Myeloid Leukemia With Orca-T

Point of care CD19 chimeric antigen receptor (CAR) T-cells for relapsed/refractory acute myeloid leukemia (AML) with aberrant CD19 antigen expression

Relapsed/refractory (r/r) acute myeloid leukemia (AML) is associated with poor prognosis. CD19 is a B-cell marker, is aberrantly expressed in AML, mostly with t(8; 21)(q22; q22.1). Here we report the results of a phase 2 study giving point of care produced CD19 CAR T- cells for r/r AML with aberrant expression of CD19 (NCT04257175). Lymphodepletion included fludarabine and cyclophosphamide The response was evaluated by bone marrow (BM) aspiration on day 28. Six patients (5 adults and 1 child) were included. Median number of previous chemotherapy lines was 4 (range, 3–8) and four patients received CAR T-cells 8–18 months post allogeneic hematopoietic stem cell transplantation (allo-HSCT). Cytokine release syndrome (CRS) of any grade occurred in all patients, and 1 patient had grade 3 CRS. Immune effector cell-associated neurotoxicity syndrome (ICANS) occurred in 2 patients at low grades. Tocilizumab was administered to 2 patients and corticosteroids to 3 patients. Four patients achieved a complete remission (CR), while 2/6 progressed (PD). Three patients (2 with CR and 1 with PD) underwent allo-HSCT (it was the second transplant in 2) 2–5 months post CAR T-cells infusion. The median duration of response in patients achieving CR was 8.5 (range; 3–14) months. However, all patients eventually died within 5 (1–18) months.In conclusion, CD19 CAR T- cell treatment for AML is feasible and safe. However, the response is short and should be followed by allo-HSCT. Hopefully, future long term results will be improved by combining the CAR T- cell therapy with the emerging novel effective anti-leukemic compounds.

The Expression and Clinical Significance of USF1 in Newly Diagnosed Acute Myeloid Leukemia.

This study aimed to assess the expression level of upstream stimulator 1 (USF1) in the bone marrow of newly diagnosed acute myeloid leukemia (AML) patients and investigate its clinical and prognostic significance. Bone marrow samples from 60 newly diagnosed AML patients constituted the observation group, while 20 samples from healthy individuals formed the control group. Real-time quantitative PCR (qRT-PCR) was used to measure the USF1 expression in both groups and to analyze its correlation with clinicopathological features and prognosis in AML patients. Kaplan-Meier curves were utilized to assess the impact of USF1 on the overall survival (OS) in AML patients. The prognostic factors of AML were examined by using Cox regression analysis. A univariate analysis revealed a significantly higher USF1 expression in the AML patients compared to the control group (p < 0.001), with no difference in the clinicopathological features between the low-expression group and the control group. However, there was a significant difference between the high-expression group and the control group (p < 0.01). Moreover, the OS of the high USF1 expression group was notably shorter than of the low USF1 expression group (p < 0.0001). A multivariate analysis identified high USF1 expression and age ≥ 60 years as independent risk factors for a poor AML prognosis. High expression of USF1 is linked to a worse prognosis and shorter survival time in AML patients. USF1 may serve as an indicator of prognosis and survival in AML patients and could be a potential target for AML treatment.

Enhancing Therapeutic Efficacy of FLT3 Inhibitors with Combination Therapy for Treatment of Acute Myeloid Leukemia.

FMS-like tyrosine kinase 3 (FLT3) mutations are genetic changes found in approximately thirty percent of patients with acute myeloid leukemia (AML). FLT3 mutations in AML represent a challenging clinical scenario characterized by a high rate of relapse, even after allogeneic hematopoietic stem cell transplantation (allo-HSCT). The advent of FLT3 tyrosine kinase inhibitors (TKIs), such as midostaurin and gilteritinib, has shown promise in achieving complete remission. However, a substantial proportion of patients still experience relapse following TKI treatment, necessitating innovative therapeutic strategies. This review critically addresses the current landscape of TKI treatments for FLT3+ AML, with a particular focus on gilteritinib. Gilteritinib, a highly selective FLT3 inhibitor, has demonstrated efficacy in targeting the mutant FLT3 receptor, thereby inhibiting aberrant signaling pathways that drive leukemic proliferation. However, monotherapy with TKIs may not be sufficient to eradicate AML blasts. Specifically, we provide evidence for integrating gilteritinib with mammalian targets of rapamycin (mTOR) inhibitors and interleukin-15 (IL-15) complexes. The combination of gilteritinib, mTOR inhibitors, and IL-15 complexes presents a compelling strategy to enhance the eradication of AML blasts and enhance NK cell killing, offering a potential for improved patient outcomes.

Role of WT1 in Measurable Residual Disease Follow-Up in the Post Allogeneic Stem Cell Transplant Setting.

Objectives: The Wilms' tumor gene 1 (WT1) plays a critical role in cell development and the regulation of essential genes involved in cell growth and metabolism. In the context of hematopoietic tumors, including acute myeloid leukemia (AML), WT1 has been identified as a potential marker for measurable residual disease (MRD) assessment. Relapse after allogeneic hematopoietic stem cell transplantation (allo-SCT) remains a significant challenge in AML treatment, highlighting the importance of MRD monitoring for risk stratification and treatment decisions. This study aimed to investigate the clinical significance of WT1 as a molecular marker for MRD and its correlation with chimerism in AML patients post-allo-SCT setting. Methods: We have included 58 patients with WT1-expression-positive acute myeloid leukemia (AML) who received allo-SCT in our center between 2016-2022. The exclusion criteria are as follows: not having WT1 polymerase chain reaction (PCR) measurement at diagnosis, not receiving allo-SCT, and not having a serial measurement of WT1 post-transplant. Pre- and post-transplant assessments were made with flow cytometry, WT1 PCR, and bone marrow morphological evaluations. Statistical analyses were carried out to explore correlations between WT1 levels, MRD markers, and chimerism post-transplantation. Results: We found that WT1 had a significant correlation with flow cytometry and bone marrow morphological evaluation, but not with chimerism. Interestingly, high WT1 expressors exhibited a more robust correlation with chimerism compared to the general cohort. The negative predictive value for post-allo-SCT relapse was 91.8% for the whole WT1 cohort; for high WT1 expressors, it was similar, at 87.5%. The negative predictive value for post-allo-SCT relapse was high for the whole WT1 cohort; for high WT1 expressors, it was similar. The WT1 MRD assay showed a high negative predictive value for post-allo-SCT relapse, consistent across both the entire cohort (91.8%) and high WT1 expressors (87.5%). Conclusions: WT1 expression levels may serve as a valuable ancillary marker in MRD assessment and relapse prediction post-allo-SCT in AML patients, particularly for those lacking specific fusion genes or mutations. However, further large-scale, controlled studies are needed to standardize WT1 MRD assays and establish clear guidelines for their clinical application.

Recent advancements in biomarkers, therapeutics, and associated challenges in acute myeloid leukemia.

Acute myeloid leukemia (AML) is a common type of leukemia that has a high mortality rate. The reasons for high mortality in patients with AML are therapeutic resistance, limited ability to predict duration of response, and likelihood of cancer relapse. Biomarkers, such as leukemic stem cell biomarkers, circulatory biomarkers, measurable residual disease biomarkers, and molecular biomarkers, are used for prognosis, diagnosis, and targeted killing to selectively eliminate AML cells. They also play an indispensable role in providing therapeutic resistance to patients with AML. Therefore, targeting these biomarkers will improve the outcome of AML patients. However, identifying biomarkers that can differentiate between treatment-responsive and non-responsive AML patients remains a challenge. This review discusses recent advancements in AML biomarkers, promising therapeutics, and associated challenges in the treatment of AML.

Cutting-edge developments in acute myeloid leukaemia: innovations in diagnosis and treatment

Acute Myeloid Leukaemia (AML) is a fast-growing hematologic malignancy that is distinguished by the clonal proliferation of myeloid progenitors in bone marrow. Recent advances in molecular biology and genomic technology have altered the landscape of AML diagnosis and therapy, resulting in more tailored and successful therapeutic approaches. This study reviews recent innovations in the diagnosis and treatment of AML, focusing on genomic profiling, next-generation sequencing (NGS), and novel targeted therapies. Data was collected from recent clinical trials, peer-reviewed journals, and case studies. Comparative analysis was conducted to evaluate the efficacy of emerging diagnostic tools and treatments. NGS and MRD monitoring have greatly improved diagnosis accuracy and therapy customization. Targeted medicines have enhanced remission rates and decreased recurrence rates in individuals with certain genetic alterations. Immunotherapies have showed long-term efficacy and controllable safety profiles. Combining modern diagnostic technologies with customized medicines ushers in a new era of AML care, enhancing prognosis and quality of life. Ongoing research and clinical trials are critical for improving these therapies and expanding their advantages to a larger patient group.

A novel bispecific T-cell engager using the ligand-target csGRP78 against acute myeloid leukemia

Current medical therapies for treating acute myeloid leukemia (AML) remain unmet, and AML patients may benefit from targeted immunotherapy approaches that focus on specific tumor antigens. GRP78, which is upregulated in various malignant tumors such as AML, is partially expressed as cell surface GRP78 (csGRP78) on the cell membrane, making it an ideal target for redirecting T cells, including T-cell engagers. However, considering the conventional approach of using two scFv segments to construct a bispecific T-cell engager (BiTE), we have undertaken the development of a novel BiTE that utilizes a cyclic peptide ligand to specifically target csGRP78, which we refer to as GRP78-CD3/BiTE. We studied the effects of GRP78-CD3/BiTE on treatments for AML in vitro and in vivo and assessed the pharmacokinetics of this engager. Our findings demonstrated that GRP78-CD3/BiTE could not only effectively mediate the cytotoxicity of T cells against csGRP78-expressing AML cells but also specifically eliminate primary AML tumor cells in vitro. Furthermore, GRP78-CD3/BiTE exhibited a longer half-life despite having a lower molecular weight than CD19-CD3/BiTE. In a xenograft mouse model of AML, treatment with GRP78-CD3/BiTE prolonged the survival time of the mice. Our findings demonstrate that GRP78-CD3/BiTE is effective and selective for eliminating csGRP78-expressing AML cells and suggest that this approach to targeted immunotherapy could lead to effective new treatments for AML.

Intensive chemotherapy after hypomethylating agent and venetoclax in adult acute myeloid leukemia

AbstractThe combination of a hypomethylating agent (HMA) and venetoclax (VEN) is approved for adults aged >75 years with newly diagnosed acute myeloid leukemia (AML) as well as those ineligible for intensive chemotherapy (IC). HMA/VEN is increasingly substituted for IC in adults with AML aged <75 years, particularly in those with adverse cytogenetic and molecular features. When patients fail to respond or relapse after HMA/VEN, the utility of salvage IC is largely unknown. We performed a retrospective single-institution study and identified 46 patients who received IC after HMA/VEN, including 24 patients who received HMA/VEN as their first treatment for AML. This population had complete remission (CR)/CR with incomplete count recovery (CRi)/morphologic leukemia-free state rate of 37%, CR/CRi rate of 28%, and a median overall survival (mOS) of 7.2 months (95% confidence interval, 5.0-10.3). Patients who relapsed after an initial response to HMA/VEN and subsequently received IC were more likely to achieve a CR/CRi than those refractory to HMA/VEN (50% vs 19%; P = .04), although there was no statistically significant difference in survival (mOS, 8.8 vs 5.4 months; P = .64). Age >65 years predicted poorer survival (mOS, 4.3 vs 10.6 months; P < .001). IC after HMA/VEN should be further studied and chosen with caution.

Inhibition of JAK/STAT3 Expression by Acute Myeloid Leukemia-Targeted Nanoliposome for Chemotherapy Enhancement.

Acute myeloid leukemia (AML) is a relatively common malignant hematological disease whose development is mostly associated with abnormal activation of the JAK/STAT3 signaling pathway. Our previous study revealed that SAR317461, a novel JAK2/STAT3 inhibitor, can effectively inhibit the activation of the JAK2/STAT3 signaling pathway and has significant damaging and pro-apoptotic effects on AML cell lines. This project aims to build upon our prior research to enhance the application of SAR317461 in AML. The surface modification of liposomes with the CD34 antibody, along with the inclusion of the SAR317461 and cytarabine (a common AML chemotherapeutic agent), is observed. Due to the high expression of CD34 on the surface of AML cells, the nanoliposome could target AML cells specifically, further achieving an effective treatment for AML through the synergistic effect of JAK2/STAT3 inhibitors and chemotherapeutic agents. The implementation of this project will provide more theoretical support and ideas for the clinical application of JAK/STAT3 inhibitors in malignant tumors and for overcoming chemotherapy resistance.

OMIP-106: A 30-color panel for analysis of check-point inhibitory networks in the bone marrow of acute myeloid leukemia patients.

Acute myeloid leukemia (AML) is the most common form of acute leukemia diagnosed in adults. Despite advances in medical care, the treatment of AML still faces many challenges, such as treatment-related toxicities, that limit the use of high-intensity chemotherapy, especially in elderly patients. Currently, various immunotherapeutic approaches, that is, CAR-T cells, BiTEs, and immune checkpoint inhibitors, are being tested in clinical trials to prolong remission and improve the overall survival of AML patients. However, early reports show only limited benefits of these interventions and only in a subset of patients, showing the need for better patient stratification based on immunological markers. We have therefore developed and optimized a 30-color panel for evaluation of effector immune cell (NK cells, γδ T cells, NKT-like T cells, and classical T cells) infiltration into the bone marrow and analysis of their phenotype with regard to their differentiation, expression of inhibitory (PD-1, TIGIT, Tim3, NKG2A) and activating receptors (DNAM-1, NKG2D). We also evaluate the immune evasive phenotype of CD33+ myeloid cells, CD34+CD38-, and CD34+CD38+ hematopoietic stem and progenitor cells by analyzing the expression of inhibitory ligands such as PD-L1, CD112, CD155, and CD200. Our panel can be a valuable tool for patient stratification in clinical trials and can also be used to broaden our understanding of check-point inhibitory networks in AML.

Identification of single-cell blasts in pediatric acute myeloid leukemia using an autoencoder.

Pediatric acute myeloid leukemia (AML) is an aggressive blood cancer with a poor prognosis and high relapse rate. Current challenges in the identification of immunotherapy targets arise from patient-specific blast immunophenotypes and their change during disease progression. To overcome this, we present a new computational research tool to rapidly identify malignant cells. We generated single-cell flow cytometry profiles of 21 pediatric AML patients with matched samples at diagnosis, remission, and relapse. We coupled a classifier to an autoencoder for anomaly detection and classified malignant blasts with 90% accuracy. Moreover, our method assigns a developmental stage to blasts at the single-cell level, improving current classification approaches based on differentiation of the dominant phenotype. We observed major immunophenotype and developmental stage alterations between diagnosis and relapse. Patients with KMT2A rearrangement had more profound changes in their blast immunophenotypes at relapse compared to patients with other molecular features. Our method provides new insights into the immunophenotypic composition of AML blasts in an unbiased fashion and can help to define immunotherapy targets that might improve personalized AML treatment.

Treatment of Acute Myeloid Leukemia With Venetoclax-Based Combinations in Argentina: A Real-World Study

Treatment of Acute Myeloid Leukemia With Venetoclax-Based Combinations in Argentina: A Real-World Study