1
|
Gupta DG, Monika, Varma N. Bridging the Gap: Cost-Effective Strategies for Detecting Ph-Like B-Lineage ALL in Resource-Limited Settings. Mol Diagn Ther 2025; 29:329-344. [PMID: 40155589 DOI: 10.1007/s40291-025-00775-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/17/2025] [Indexed: 04/01/2025]
Abstract
Acute lymphoblastic leukemia (ALL) is a complex hematologic disorder primarily affecting children, characterized by genetic mutations that disrupt normal lymphoid cell differentiation and promote abnormal proliferation. A particularly high-risk subtype, Philadelphia chromosome-like ALL (Ph-like ALL), mirrors the genetic profile of Philadelphia chromosome-positive (Ph-positive) ALL but lacks the BCR::ABL1 fusion gene. While Ph-like ALL has been extensively studied in high-income countries (HICs), it remains under-researched in low- and middle-income countries (LMICs), where resource limitations hinder accurate diagnosis and targeted therapy. This review addresses this gap by providing a comprehensive overview of the incidence, genetic landscape, and detection strategies for Ph-like ALL, with a special focus on LMICs. It underscores the prevalence of Ph-like ALL and its association with poor clinical outcomes, emphasizing the critical need for cost-effective diagnostic methodologies tailored to resource-constrained settings. Despite advancements in diagnostic technologies, such as whole gene expression profiling and next-generation sequencing, their high cost and extended turnaround times limit their feasibility in LMICs. Innovative methods, such as the PGIMER In-House Rapid and Cost-Effective (PHi-RACE) classifier, which employs real-time quantitative polymerase chain reaction (PCR), offer promising solutions by delivering high sensitivity and specificity at a significantly reduced cost. This approach is further complemented using fluorescence in situ hybridization (FISH) to characterize kinase alterations, enabling the identification of targeted therapies. This method addresses the urgent need for accessible diagnostic tools in LMICs, enabling early detection and personalized treatment planning. As the landscape of Ph-like ALL detection evolves, integrating low-cost, rapid-turnaround approaches holds significant promise for improving patient outcomes globally. This review aims to highlight the challenges and opportunities in diagnosing and treating Ph-like ALL in LMICs, fostering efforts towards more accessible and effective diagnostic strategies to enhance patient care and prognosis.
Collapse
Affiliation(s)
- Dikshat Gopal Gupta
- Department of Urology and Pathology, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
| | - Monika
- Department of Neurology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Neelam Varma
- Department of Hematology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| |
Collapse
|
2
|
Geyer J, Opoku KB, Lin J, Ramkissoon L, Mullighan C, Bhakta N, Alexander TB, Wang JR. Real-time genomic characterization of pediatric acute leukemia using adaptive sampling. Leukemia 2025; 39:1069-1077. [PMID: 40128561 PMCID: PMC12055598 DOI: 10.1038/s41375-025-02565-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 02/18/2025] [Accepted: 03/11/2025] [Indexed: 03/26/2025]
Abstract
Effective treatment of pediatric acute leukemia is dependent on accurate genomic classification, typically derived from a combination of multiple time-consuming and costly techniques such as flow cytometry, fluorescence in situ hybridization (FISH), karyotype analysis, targeted PCR, and microarrays [1-3]. We investigated the feasibility of a comprehensive single-assay classification approach using long-read sequencing, with real-time genome target enrichment, to classify chromosomal abnormalities and structural variants characteristic of acute leukemia. We performed whole genome sequencing on DNA from diagnostic peripheral blood or bone marrow for 57 pediatric acute leukemia cases with diverse genomic subtypes. We demonstrated the characterization of known, clinically relevant karyotype abnormalities and structural variants concordant with standard-of-care clinical testing. Subtype-defining genomic alterations were identified in all cases following a maximum of 48 h of sequencing. In 18 cases, we performed real-time analysis- concurrent with sequencing-and identified the driving alteration in as little as 15 min (for karyotype) or up to 6 h (for complex structural variants). Whole genome nanopore sequencing with adaptive sampling has the potential to provide genomic classification of acute leukemia specimens with reduced cost and turnaround time compared to the current standard of care.
Collapse
Affiliation(s)
- Julie Geyer
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kofi B Opoku
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Hackensack Meridian Health, JFK University Medical Center, Hackensack, NJ, USA
| | - John Lin
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Lori Ramkissoon
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Charles Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Nickhill Bhakta
- Department of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Thomas B Alexander
- Department of Pediatrics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Jeremy R Wang
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| |
Collapse
|
3
|
Sreedharanunni S, Thakur V, Balakrishnan A, Sachdeva MUS, Kaur P, Raina S, Jamwal M, Singh C, Sharma P, Mallik N, Naseem S, Rastogi P, Jain A, Prakash G, Khadwal A, Malhotra P, Das R. Effective Utilization of a Customized Targeted Hybrid Capture RNA Sequencing in the Routine Molecular Categorization of Adolescent and Adult B-Lineage Acute Lymphoblastic Leukemia: A Real-World Experience. Mol Diagn Ther 2025; 29:407-418. [PMID: 40186692 DOI: 10.1007/s40291-025-00779-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2025] [Indexed: 04/07/2025]
Abstract
INTRODUCTION Recent World Health Organization (WHO) and International Consensus Classifications have introduced numerous molecular entities in B-lineage acute lymphoblastic leukemia (B-ALL), necessitating comprehensive genomic characterization by detecting gene fusions, expression, mutations, and exon deletions. While whole-genome plus transcriptome sequencing is the ideal strategy, it remains cost-prohibitive for routine use. This study reports a cost-effective and reasonably efficient alternate approach integrating a customized targeted hybrid capture RNA sequencing (RNAseq) into the routine workup. METHODOLOGY A total of 95 consecutive adolescent/adult B-ALL cases negative for common chimeric gene fusions (CGF) (BCR::ABL1, KMT2A::AFF1, TCF3::PBX1, and ETV6::RUNX1) were analyzed using a customized 69-gene targeted RNAseq panel. In total, three fusion detection pipelines, the Trinity Cancer Transcriptome Analysis Toolkit (CTAT) Mutations pipeline, and the Toblerone alignment tool were employed, and the results were compared with fluorescence in situ hybridization (FISH)/multiplex ligation-dependent probe amplification (MLPA) testing. RESULTS RNAseq identified fusions in 43% of cases (including BCR::ABL1-like: 15.8% and IGH::DUX4: 10.5%), demonstrating superior detection of cryptic intrachromosomal rearrangements. Somatic variants were detected in 30% of cases (including rat sarcoma (RAS) pathway and Janus kinase (JAK)-signal transducers and activators of transcription (STAT) variants in 18% and 5.3% respectively), and IKZF1 deletions were detected in 25% (77% concordance with MLPA). The integration of targeted RNAseq and comprehensive bioinformatic analysis with flow-cytometry-based ploidy analysis and FISH-based IGH rearrangements helped categorize 79% of common CGF-negative B-ALL. The BCR::ABL1/BCR::ABL1-like group showed a higher frequency of pathogenic IKZF1 deletions (50% versus 21.7%; p = 0.011), measurable residual disease (92% versus 51%; p = 0.009), and poorer overall survival (8.6 versus 22.8 months; p = 0.07). DISCUSSION AND CONCLUSIONS Effective utilization of RNAseq data by comprehensive bioinformatic analysis to test fusions, mutations, and deletions, supported by only minimal supplementary FISH testing, provides a practical, cost-effective solution for the molecular characterization of B-ALL in real-world scenarios until a single alternative and cost-effective test is available.
Collapse
Affiliation(s)
- Sreejesh Sreedharanunni
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India.
| | - Venus Thakur
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Anand Balakrishnan
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Man Updesh Singh Sachdeva
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Prabhjot Kaur
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Sudhanshi Raina
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Manu Jamwal
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Charanpreet Singh
- Department of Clinical Hematology and Medical Oncology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Praveen Sharma
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Nabhajit Mallik
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Shano Naseem
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Pulkit Rastogi
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Arihant Jain
- Department of Clinical Hematology and Medical Oncology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Gaurav Prakash
- Department of Clinical Hematology and Medical Oncology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Alka Khadwal
- Department of Clinical Hematology and Medical Oncology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Pankaj Malhotra
- Department of Clinical Hematology and Medical Oncology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Reena Das
- Department of Hematology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India
| |
Collapse
|
4
|
Thomas SM, Muruganantham JK, Sekar PKC, Iyshwarya BK, Veerabathiran R. Investigating the impact of IKZF1 SNPs rs4132601 and rs11978267 on acute lymphoblastic leukemia: a comprehensive meta-analysis. J Egypt Natl Canc Inst 2025; 37:18. [PMID: 40214839 DOI: 10.1186/s43046-025-00274-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 03/06/2025] [Indexed: 04/18/2025] Open
Abstract
OBJECTIVE This meta-analysis investigates the association between acute lymphoblastic leukemia (ALL) susceptibility and IKZF1 gene SNPs. METHODS Utilizing EMBASE, PubMed, and other databases, the study evaluated methodological quality through the Newcastle-Ottawa Scale (NOS) scoring and Hardy-Weinberg Equilibrium (HWE) value. The present meta-analysis used Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) guidelines. Review Manager 5.4 software was employed for data analysis, emphasizing genetic variants' significance (p < 0.05). Visualizations were achieved using funnel and Circos plots. RESULTS A significant association was found between rs4132601 and ALL across genetic models, contrasting with the non-significant correlation for rs11978267. The findings underscore the complex interplay of genetic factors in ALL susceptibility, particularly related to IKZF1 SNPs. Ethnicity emphasizes the importance of diverse population considerations. CONCLUSION This meta-analysis highlights the significance of rs4132601 in ALL's genetic foundation, suggesting potential advancements in diagnostics. The lack of correlation for rs11978267 highlights the complexity of its genetic association. Future studies should prioritize larger, diverse samples for a comprehensive understanding and improved strategies for ALL diagnoses and treatments.
Collapse
Affiliation(s)
- Sheena Mariam Thomas
- Human Cytogenetics and Genomics Laboratory, Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu, 603103, India
| | - Jethendra Kumar Muruganantham
- Human Cytogenetics and Genomics Laboratory, Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu, 603103, India
| | - Praveen Kumar Chandra Sekar
- Human Cytogenetics and Genomics Laboratory, Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu, 603103, India
| | - B K Iyshwarya
- Human Cytogenetics and Genomics Laboratory, Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu, 603103, India
| | - Ramakrishnan Veerabathiran
- Human Cytogenetics and Genomics Laboratory, Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu, 603103, India.
| |
Collapse
|
5
|
Thomson A, Rehn J, Yeung D, Breen J, White D. Deciphering IGH rearrangement complexity and detection strategies in acute lymphoblastic leukaemia. NPJ Precis Oncol 2025; 9:99. [PMID: 40185891 PMCID: PMC11971345 DOI: 10.1038/s41698-025-00887-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2024] [Accepted: 03/19/2025] [Indexed: 04/07/2025] Open
Abstract
Acute lymphoblastic leukaemia is a highly heterogeneous malignancy characterised by various genomic alterations that influence disease progression and therapeutic outcomes. Gene fusions involving the immunoglobulin heavy chain gene represent a complex and diverse category. These fusions often result in enhancer hijacking, upregulation of partner proto-oncogenes and contribute to leukemogenesis. This review highlights the mechanisms underlying IGH gene fusions, the critical role they play in ALL pathogenesis, and current detection technologies.
Collapse
Affiliation(s)
- Ashlee Thomson
- Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, 5005, Australia.
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health & Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia.
| | - Jacqueline Rehn
- Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, 5005, Australia
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health & Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
| | - David Yeung
- Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, 5005, Australia
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health & Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
- Haematology Department, Royal Adelaide Hospital and SA Pathology, Adelaide, SA, 5000, Australia
| | - James Breen
- Black Ochre Data Labs, Indigenous Genomics, The Kids Research Institute Australia, Adelaide, SA, 5000, Australia
- James Curtin School of Medical Research, Australian National University, Canberra, ACT, 2601, Australia
| | - Deborah White
- Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, SA, 5005, Australia.
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health & Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia.
- Australian and New Zealand Children's Oncology Group (ANZCHOG), Clayton, VIC, 3168, Australia.
- Australian Genomics Health Alliance (AGHA), The Murdoch Children's Research Institute, Parkville, VIC, 3052, Australia.
| |
Collapse
|
6
|
Canichella M, De Fazio L, Molica M. Integrating Blinatumomab in the Frontline Treatment in B-Cell Acute Lymphoblastic Leukemia: A New Era in Therapeutic Management. J Clin Med 2025; 14:2055. [PMID: 40142863 PMCID: PMC11942861 DOI: 10.3390/jcm14062055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2025] [Revised: 03/13/2025] [Accepted: 03/14/2025] [Indexed: 03/28/2025] Open
Abstract
Blinatumomab, a bispecific T-cell engager (BiTE), has shown substantial efficacy in treating both relapsed/refractory (R/R) Philadelphia chromosome (Ph)-positive and Ph-negative acute lymphoblastic leukemia (ALL). With its targeted mechanism of action, favorable safety profile, and ability to induce deep molecular remissions, blinatumomab is increasingly incorporated into frontline treatment regimens for B-ALL. Recently, the Food and Drug Administration (FDA) has approved its use in the frontline setting for Ph-negative ALL. In Ph-negative ALL, combining blinatumomab with intensive chemotherapy has resulted in superior measurable residual disease (MRD) clearance and improved long-term outcomes. In Ph-positive ALL, combination therapies involving tyrosine kinase inhibitors (TKIs), particularly ponatinib and blinatumomab, are challenging the traditional approach of allogeneic hematopoietic stem cell transplantation (allo-SCT). This review explores the current evidence supporting the frontline use of blinatumomab in newly diagnosed adults with B-ALL, its impact on treatment paradigms, and potential future directions, including novel combination therapies and the role of emerging immunotherapeutic approaches.
Collapse
Affiliation(s)
| | - Laura De Fazio
- Department of Hematology-Oncology, Azienda Universitaria Ospedaliera Renato Dulbecco, 88100 Catanzaro, Italy;
| | - Matteo Molica
- Department of Hematology-Oncology, Azienda Universitaria Ospedaliera Renato Dulbecco, 88100 Catanzaro, Italy;
| |
Collapse
|
7
|
Ramón-Vázquez A, Flood P, Cashman TL, Patil P, Ghosh S. T lymphocyte plasticity in chronic inflammatory diseases: The emerging role of the Ikaros family as a key Th17-Treg switch. Autoimmun Rev 2025; 24:103735. [PMID: 39719186 DOI: 10.1016/j.autrev.2024.103735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 12/14/2024] [Accepted: 12/20/2024] [Indexed: 12/26/2024]
Abstract
T helper (Th) 17 and regulatory T (Treg) cells are highly plastic CD4+ Th cell subsets, being able not only to actively adapt to their microenvironment, but also to interconvert, acquiring mixed identity markers. These phenotypic changes are underpinned by transcriptional control mechanisms, chromatin reorganization events and epigenetic modifications, that can be hereditable and stable over time. The Ikaros family of transcription factors have a predominant role in T cell subset specification through mechanisms of transcriptional program regulation that enable phenotypical diversification. They are crucial factors in maintaining Th17/Treg balance and therefore, homeostatic conditions in the tissues. However, they are also implicated in pathogenic processes, where their transcriptional repression contributes to the control of autoimmune processes. In this review, we discuss how T cell fate, specifically in humans, is regulated by the Ikaros family and its interplay with additional factors like the Notch signaling pathway, gut microbiota and myeloid-T cell interactions. Further, we highlight how the transcriptional activity of the Ikaros family impacts the course of T cell mediated chronic inflammatory diseases like rheumatoid and psoriatic arthritis, inflammatory bowel disease, systemic lupus erythematosus and multiple sclerosis. We conclude by discussing recently developed therapeutics designed to target Ikaros family members.
Collapse
Affiliation(s)
| | - P Flood
- APC Microbiome Ireland, University College Cork, Ireland
| | - T L Cashman
- APC Microbiome Ireland, University College Cork, Ireland
| | - P Patil
- APC Microbiome Ireland, University College Cork, Ireland
| | - S Ghosh
- APC Microbiome Ireland, University College Cork, Ireland; College of Medicine and Health, University College Cork, Ireland
| |
Collapse
|
8
|
Geyer J, Opoku KB, Lin J, Ramkissoon L, Mullighan C, Bhakta N, Alexander TB, Wang JR. Real-time genomic characterization of pediatric acute leukemia using adaptive sampling. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.10.11.617690. [PMID: 39416119 PMCID: PMC11483067 DOI: 10.1101/2024.10.11.617690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Effective treatment of pediatric acute leukemia is dependent on accurate genomic classification, typically derived from a combination of multiple time-consuming and costly techniques such as flow cytometry, fluorescence in situ hybridization (FISH), karyotype analysis, targeted PCR, and microarrays (Arber et al., 2016; Iacobucci & Mullighan, 2017; Narayanan & Weinberg, 2020). We investigated the feasibility of a comprehensive single-assay classification approach using long-read sequencing, with real-time genome target enrichment, to classify chromosomal abnormalities and structural variants characteristic of acute leukemia. We performed whole genome sequencing on DNA from diagnostic peripheral blood or bone marrow for 57 pediatric acute leukemia cases with diverse genomic subtypes. We demonstrated the characterization of known, clinically relevant karyotype abnormalities and structural variants concordant with standard-of-care clinical testing. Subtype-defining genomic alterations were identified in all cases following a maximum of forty-eight hours of sequencing. In 18 cases, we performed real-time analysis - concurrent with sequencing - and identified the driving alteration in as little as fifteen minutes (for karyotype) or up to six hours (for complex structural variants). Whole genome nanopore sequencing with adaptive sampling has the potential to provide genomic classification of acute leukemia specimens with reduced cost and turnaround time compared to the current standard of care.
Collapse
Affiliation(s)
- Julie Geyer
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kofi B. Opoku
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Hackensack Meridian Health, JFK University Medical Center, Hackensack, NJ, USA
| | - John Lin
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Lori Ramkissoon
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Charles Mullighan
- Department of Pathology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Nickhill Bhakta
- Department of Global Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Thomas B. Alexander
- Department of Pediatrics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jeremy R. Wang
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| |
Collapse
|
9
|
Tebbi CK, Sahakian E, Shah B, Yan J, Mediavilla-Varela M, Patel S. Aspergillus flavus with Mycovirus as an Etiologic Factor for Acute Leukemias in Susceptible Individuals: Evidence and Discussion. Biomedicines 2025; 13:488. [PMID: 40002901 PMCID: PMC11853382 DOI: 10.3390/biomedicines13020488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Revised: 02/03/2025] [Accepted: 02/06/2025] [Indexed: 02/27/2025] Open
Abstract
Several etiologic factors for the development of acute leukemias have been suggested; however, none is applicable to all cases. We isolated a certain mycovirus-containing Aspergillus flavus (MCAF) from the home of a patient with acute lymphoblastic leukemia. Repeated electron microscopic evaluations proved the existence of mycovirus in this organism. According to chemical analysis, this organism does not produce any aflatoxin, possibly due to its infestation with mycoviruses. We reported that using the ELISA technique, forty pediatric patients with acute lymphoblastic leukemia (ALL) uniformly had antibodies to the products of MCAF. In contrast, three separate groups of controls, consisting of normal blood donors, individuals with solid tumors, and patients with sickle cell disease, were negative. In vitro exposure of mononuclear blood cells from patients with ALL, in full remission, to the products of MCAF induced redevelopment of cell surface phenotypes and genetic markers characteristic of ALL. The controls were negative. The incubation of normal and ALL cell lines with the products of MCAF resulted in significant cellular apoptosis, changes in the cell cycle, and the downregulation of transcription factors, including PAX-5 and Ikaros (75 and 55 kDa). Fungi are widespread in nature, and many contain mycoviruses. Normally, an individual inhales 1 to 10 fungal spores per minute, while farmers can inhale up to 75,000 spores per minute. It is known that farmers and foresters, who are more exposed to fungi, have a higher rate of acute leukemia. In contrast, asthmatics, most of whom are allergic to fungal agents, and individuals working in office settings have a lower rate. One of the theories for the development of acute leukemia suggests a genetic predisposition followed by exposure to an infectious agent. With the above findings, we propose that mycovirus-containing Aspergillus flavus may have an etiological role in leukemogenesis in immune-depressed and genetically susceptible individuals.
Collapse
Affiliation(s)
- Cameron K. Tebbi
- Children’s Cancer Research Group Laboratory, Tampa, FL 33613, USA;
| | - Eva Sahakian
- Moffitt Cancer Center, Tampa, FL 33612, USA; (E.S.); (B.S.); (M.M.-V.)
| | - Bijal Shah
- Moffitt Cancer Center, Tampa, FL 33612, USA; (E.S.); (B.S.); (M.M.-V.)
| | - Jiyu Yan
- Children’s Cancer Research Group Laboratory, Tampa, FL 33613, USA;
| | | | | |
Collapse
|
10
|
Hunyadi A, Kriston C, Szalóki G, Péterffy B, Egyed B, Szepesi Á, Timár B, Erdélyi DJ, Csanádi K, Kutszegi N, Márk Á, Barna G. The significance of CD49f expression in pediatric B-cell acute lymphoblastic leukemia. Am J Clin Pathol 2025; 163:169-177. [PMID: 39259664 PMCID: PMC11821268 DOI: 10.1093/ajcp/aqae105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 07/17/2024] [Indexed: 09/13/2024] Open
Abstract
OBJECTIVES CD49f is an adhesion molecule present on malignant lymphoblasts in B-cell acute lymphoblastic leukemia; it is associated with a poor prognosis. CD49f expression has been proposed as a marker for measurable residual disease (MRD) marker, but this marker has yet to be implemented in clinical practice. METHODS In this study, we used flow cytometry to detect CD49f expression by leukemic blasts in paired bone marrow and cerebrospinal fluid samples at diagnosis and bone marrow at day 15 of treatment. RESULTS At diagnosis, 93% of bone marrow and 100% of cerebrospinal fluid lymphoblasts expressed CD49f. The intensity of CD49f expression statistically significantly increased during treatment (P < .001). In MRD-negative end-of-treatment samples, only a small population of hematogones expressed CD49f. Interestingly, the intensity of CD49f expression varied among the different groups of recurrent genetic abnormalities. The ETV6::RUNX1 fusion and ETV6::RUNX1 combined with the high hyperdiploid group were associated with increased expression, whereas the Philadelphia-like group showed low CD49f expression. The lower CD49f expression at diagnosis predicted a lower MRD rate at day 15 of treatment. CONCLUSIONS We concluded that CD49f can be used as an MRD marker and possible prognostic factor in B-cell acute lymphoblastic leukemia.
Collapse
Affiliation(s)
- Anna Hunyadi
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Csilla Kriston
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Gábor Szalóki
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Borbála Péterffy
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Bálint Egyed
- Pediatric Center Tűzoltó Street Department, Semmelweis University, Budapest, Hungary
| | - Ágota Szepesi
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Botond Timár
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Dániel J Erdélyi
- Pediatric Center Tűzoltó Street Department, Semmelweis University, Budapest, Hungary
| | | | - Nóra Kutszegi
- Pediatric Center Tűzoltó Street Department, Semmelweis University, Budapest, Hungary
| | - Ágnes Márk
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Gábor Barna
- Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| |
Collapse
|
11
|
Boer JM, Koudijs MJ, Kester LA, Sonneveld E, Hehir-Kwa JY, Snijder S, Waanders E, Buijs A, de Haas V, van der Sluis IM, Pieters R, den Boer ML, Tops BB. Challenging Conventional Diagnostic Methods by Comprehensive Molecular Diagnostics: A Nationwide Prospective Comparison in Children With ALL. JCO Precis Oncol 2025; 9:e2400788. [PMID: 40020210 PMCID: PMC11913173 DOI: 10.1200/po-24-00788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 12/06/2024] [Accepted: 01/17/2025] [Indexed: 03/19/2025] Open
Abstract
PURPOSE Treatment stratification in ALL includes diverse (cyto)genetic aberrations, requiring diverse tests to yield conclusive data. We optimized the diagnostic workflow to detect all relevant aberrations with a limited number of tests in a clinically relevant time frame. METHODS In 467 consecutive patients with ALL (0-20 years), we compared RNA sequencing (RNAseq), fluorescence in situ hybridization (FISH), reverse transcriptase polymerase chain reaction (RT-PCR), karyotyping, single-nucleotide polymorphism (SNP) array, and multiplex ligation-dependent probe amplification (MLPA) for technical success, concordance of results, and turnaround time. RESULTS To detect stratifying fusions (ETV6::RUNX1, BCR::ABL1, ABL-class, KMT2Ar, TCF3::HLF, IGH::MYC), RNAseq and FISH were conclusive for 97% and 96% of patients, respectively, with 99% concordance. RNAseq performed well in samples with a low leukemic cell percentage or low RNA quality. RT-PCR for six specific fusions was conclusive for >99% but false-negative for six patients with alternatively fused exons. RNAseq also detected gene fusions not yet used for stratification in 14% of B-cell precursor-ALL and 33% of T-ALL. For aneuploidies and intrachromosomal amplification of chromosome 21, SNP array gave a conclusive result in 99%, thereby outperforming karyotyping, which was conclusive for 64%. To identify deletions in eight stratifying genes/regions, SNP array was conclusive in 99% and MLPA in 95% of patients, with 98% concordance. The median turnaround times were 10 days for RNAseq, 9 days for FISH, 10 days for SNP array, and <7 days for MLPA and RT-PCR in this real-world prospective study. CONCLUSION Combining RNAseq and SNP array outperformed current diagnostic tools to detect all stratifying genetic aberrations in ALL. The turnaround time is <15 days matching major treatment decision time points. Moreover, combining RNAseq and SNP array has the advantage of detecting new lesions for studies on prognosis and pathobiology.
Collapse
Affiliation(s)
- Judith M. Boer
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Marco J. Koudijs
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Lennart A. Kester
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Edwin Sonneveld
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | | | - Simone Snijder
- Department of Genetics, Utrecht University Medical Center, Utrecht, the Netherlands
| | - Esme Waanders
- Department of Genetics, Utrecht University Medical Center, Utrecht, the Netherlands
| | - Arjan Buijs
- Department of Genetics, Utrecht University Medical Center, Utrecht, the Netherlands
| | - Valérie de Haas
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | | | - Rob Pieters
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | | | | |
Collapse
|
12
|
Thangrua N, Siriboonpiputtana T, Rerkamnuaychoke B, Chareonsirisuthigul T, Korkiatsakul V, Pongphitcha P, Mukda E, Chutipongtanate S, Pakakasama S. Application of Gene Expression Microarray for the Classification of Ph-Like B-Cell Acute Lymphoblastic Leukemia. Int J Lab Hematol 2025; 47:130-139. [PMID: 39357526 DOI: 10.1111/ijlh.14370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 08/06/2024] [Accepted: 08/26/2024] [Indexed: 10/04/2024]
Abstract
INTRODUCTION Ph-like ALL has gene expression profile similar to Ph-positive ALL but without the BCR::ABL1 fusion. The disease presents higher rates of severe clinical features and is associated with unfavorable outcomes. There is still no standard pipeline for molecular characterization of the disease, and no valid predictor gene panel is available worldwide. METHODS We performed expression microarray on 25 B-cell ALL and 6 Ph-positive B-cell ALL to cluster and identify the transcriptional signature of Ph-like ALL. qRT-PCR was used to confirm the expression of candidate genes. RESULTS Four out of 25 samples (16%) shared gene expression signatures related to and clustered with control Ph-positive samples. Analysis of genes differentially expressed in Ph-like B-cell ALL and evidentially functional in normal blood cell development and leukemogenesis, we selected genes as potential biomarkers for Ph-like B-cell ALL in our dataset: ADGRE2, CD9, EPHA7, FAM129C, TCL1A, and VPREB1. Those genes were filtered by Ph-like gene signatures obtained from distinct reliable data, resulting in five genes, CA6, CHN2, JAK1, JCHAIN, and PON2, selected for validation by qRT-PCR. The Ct values of genes, including CA6 (p = 0.0017), PON2 (p = 0.0210), TCL1A (p = 0.0064), and VPREB1 (p = 0.0338), were significant in Ph-like ALL. GSEA analysis identified VPREB1 as enrichment in the KRAS signaling pathway, and several genes that interact with VPREB1 were reported as critical molecules involved in the leukemogenesis of B-cell ALL. CONCLUSION In summary, we demonstrate using a gene expression microarray for classifying Ph-like B-cell ALL and highlight VPREB1 as a potential biomarker for this disease.
Collapse
Affiliation(s)
- Nonthaya Thangrua
- Graduate Program in Molecular Medicine, Faculty of Science, Mahidol University, Bangkok, Thailand
| | | | - Budsaba Rerkamnuaychoke
- Department of Pathology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Takol Chareonsirisuthigul
- Department of Pathology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Veerawat Korkiatsakul
- Department of Pathology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Pongpak Pongphitcha
- Department of Pediatrics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Ekchol Mukda
- Department of Medical Technology, Faculty of Allied Health Sciences, Thammasat University, Pathum Thani, Thailand
| | | | - Samart Pakakasama
- Department of Pediatrics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| |
Collapse
|
13
|
Lo Nigro L, Arrabito M, Andriano N, Iachelli V, La Rosa M, Bonaccorso P. Characterization of CK2, MYC and ERG Expression in Biological Subgroups of Children with Acute Lymphoblastic Leukemia. Int J Mol Sci 2025; 26:1076. [PMID: 39940843 PMCID: PMC11817342 DOI: 10.3390/ijms26031076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 01/15/2025] [Accepted: 01/21/2025] [Indexed: 02/16/2025] Open
Abstract
Despite the excellent survival rate, relapse occurs in 20% of children with ALL. Deep analyses of cell signaling pathways allow us to identify new markers and/or targets promising more effective and less toxic therapy. We analyzed 61 diagnostic samples collected from 35 patients with B- and 26 with T-ALL, respectively. The expression of CK2, MYC and ERG genes using Sybr-Green assay and the comparative 2-ΔΔCt method using 20 healthy donors (HDs) was evaluated. We observed a statistically significant difference in CK2 expression in non-HR (p = 0.010) and in HR (p = 0.0003) T-ALL cases compared to HDs. T-ALL patients with PTEN-Exon7 mutation, IKZF1 and CDKN2A deletions showed high CK2 expression. MYC expression was higher in pediatric T-ALL patients than HDs (p = 0.019). Surprisingly, we found MYC expression to be higher in non-HR than in HR T-ALL patients. TLX3 (HOX11L2)-rearranged T-ALLs (27%) in association with CRLF2 overexpression (23%) showed very high MYC expression. In B-ALLs, we detected CK2 expression higher than HDs and MYC overexpression in HR compared to non-HR patients, particularly in MLL-rearranged B-ALLs. We observed a strong difference in ERG expression between pediatric T- and B-ALL cases. In conclusion, we confirmed CK2 as a prognostic marker and a therapeutic target.
Collapse
Affiliation(s)
- Luca Lo Nigro
- Cytogenetic-Cytofluorimetric-Molecular Biology Lab, Center of Pediatric Hematology Oncology, Azienda Ospedaliero Universitaria Policlinico-San Marco, 95123 Catania, Italy; (M.A.); (N.A.); (V.I.); (M.L.R.); (P.B.)
- Center of Pediatric Hematology Oncology, Azienda Ospedaliero Universitaria Policlinico-San Marco, 95123 Catania, Italy
| | - Marta Arrabito
- Cytogenetic-Cytofluorimetric-Molecular Biology Lab, Center of Pediatric Hematology Oncology, Azienda Ospedaliero Universitaria Policlinico-San Marco, 95123 Catania, Italy; (M.A.); (N.A.); (V.I.); (M.L.R.); (P.B.)
- Center of Pediatric Hematology Oncology, Azienda Ospedaliero Universitaria Policlinico-San Marco, 95123 Catania, Italy
| | - Nellina Andriano
- Cytogenetic-Cytofluorimetric-Molecular Biology Lab, Center of Pediatric Hematology Oncology, Azienda Ospedaliero Universitaria Policlinico-San Marco, 95123 Catania, Italy; (M.A.); (N.A.); (V.I.); (M.L.R.); (P.B.)
| | - Valeria Iachelli
- Cytogenetic-Cytofluorimetric-Molecular Biology Lab, Center of Pediatric Hematology Oncology, Azienda Ospedaliero Universitaria Policlinico-San Marco, 95123 Catania, Italy; (M.A.); (N.A.); (V.I.); (M.L.R.); (P.B.)
| | - Manuela La Rosa
- Cytogenetic-Cytofluorimetric-Molecular Biology Lab, Center of Pediatric Hematology Oncology, Azienda Ospedaliero Universitaria Policlinico-San Marco, 95123 Catania, Italy; (M.A.); (N.A.); (V.I.); (M.L.R.); (P.B.)
| | - Paola Bonaccorso
- Cytogenetic-Cytofluorimetric-Molecular Biology Lab, Center of Pediatric Hematology Oncology, Azienda Ospedaliero Universitaria Policlinico-San Marco, 95123 Catania, Italy; (M.A.); (N.A.); (V.I.); (M.L.R.); (P.B.)
| |
Collapse
|
14
|
Emerenciano M. IKZF1: born to be the repressor. Blood 2025; 145:354-356. [PMID: 39847379 PMCID: PMC11952000 DOI: 10.1182/blood.2024026967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2025] Open
|
15
|
Erbilgin Y, Firtina S, Kirat E, Khodzhaev K, Karakas Z, Ünüvar A, Ocak S, Celkan TT, Zengin E, Aylan Gelen S, Yildirmak ZY, Toluk O, Hatirnaz Ng O, Ozbek U, Sayitoglu M. Status of IKZF1 Deletions in Diagnose and Relapsed Pediatric B-ALL Patients. Biochem Genet 2025:10.1007/s10528-024-11018-7. [PMID: 39786526 DOI: 10.1007/s10528-024-11018-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 12/28/2024] [Indexed: 01/12/2025]
Abstract
IKZF1 deletions (ΔIKZF1) are common in precursor B-cell acute lymphoblastic leukemia (B-ALL) and are assumed to have a prognostic impact. We aimed to determine the prognostic implications of ΔIKZF1 and CRLF2 overexpression in pediatric B-ALL. Furthermore, we sought to compare the multiplex polymerase chain reaction (PCR) assay with standard multiplex ligand-dependent probe amplification (MLPA) methods to ascertain IKZF1 status in a clinical context. Seventy-nine diagnoses and 43 relapse B-ALL samples were evaluated for deletions of IKZF1 Δ2-7, Δ4-7, and Δ4-8 by conventional PCR and then sequenced by targeted sequencing. Subsequently, MLPA analysis was performed for ΔIKZF1 detection, and CRLF2 expression was evaluated in 42 diagnose time B-ALL patients by QRT-PCR. ΔIKZF1 was detected in 10 out of 79 diagnose samples (12.66%) and eight of the 43 first relapsed materials (18.60%). Our results revealed no association between survival outcomes with ΔIKZF1 or CRLF2 overexpression status in pediatric B-ALL patients. However, we found ΔIKZF1 was more frequent among relapsed samples, and the deletions showed consistency between diagnose-first/second relapse pairs of samples. These results suggest that ΔIKZF1 may contribute to the development of treatment failure in B-ALL. Furthermore, we demonstrated methodological adjustments in conventional PCR and MLPA for selected alterations in ΔIKZF1.
Collapse
Affiliation(s)
- Yücel Erbilgin
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Topkapı mh, Gureba Hastanesi Cd. No:69, 34093, Fatih, Istanbul, Turkey.
| | - Sinem Firtina
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Topkapı mh, Gureba Hastanesi Cd. No:69, 34093, Fatih, Istanbul, Turkey
- Department of Internal Medicine, Department of Medical Genetics, Cerrahpasa Medical Faculty, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Elif Kirat
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Topkapı mh, Gureba Hastanesi Cd. No:69, 34093, Fatih, Istanbul, Turkey
- Institute of Health Sciences, Istanbul University, Istanbul, Turkey
| | - Khusan Khodzhaev
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Topkapı mh, Gureba Hastanesi Cd. No:69, 34093, Fatih, Istanbul, Turkey
- Institute of Health Sciences, Istanbul University, Istanbul, Turkey
| | - Zeynep Karakas
- Pediatric Hematology Oncology Department, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Ayşegül Ünüvar
- Pediatric Hematology Oncology Department, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Süheyla Ocak
- Division of Pediatric Hematology Oncology, Department of Pediatrics, Cerrahpasa Medical Faculty, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Tülin Tiraje Celkan
- Division of Pediatric Hematology Oncology, Department of Pediatrics, Cerrahpasa Medical Faculty, Istanbul University-Cerrahpasa, Istanbul, Turkey
- Pediatric Hematology Oncology Department, Medical Faculty, Istinye University, Istanbul, Turkey
| | - Emine Zengin
- Department of Pediatric Hematology, Faculty of Medicine, Kocaeli University, Kocaeli, Turkey
| | - Sema Aylan Gelen
- Department of Pediatric Hematology, Faculty of Medicine, Kocaeli University, Kocaeli, Turkey
| | - Zeynep Yildiz Yildirmak
- Pediatric Hematology Division, Ministry of Health Sisli Etfal Education and Research Hospital, Istanbul, Turkey
| | - Ozlem Toluk
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Ozden Hatirnaz Ng
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Topkapı mh, Gureba Hastanesi Cd. No:69, 34093, Fatih, Istanbul, Turkey
- Department of Medical Biology, Faculty of Medicine, Acibadem Mehmet Ali Aydinlar University, Istanbul, Turkey
| | - Ugur Ozbek
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Topkapı mh, Gureba Hastanesi Cd. No:69, 34093, Fatih, Istanbul, Turkey
- Rare and Undiagnosed Disease Platform, Izmir Biomedicine and Genome Center, Izmir, Turkey
| | - Müge Sayitoglu
- Department of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Topkapı mh, Gureba Hastanesi Cd. No:69, 34093, Fatih, Istanbul, Turkey.
| |
Collapse
|
16
|
Li P, Pulugulla S, Das S, Oh J, Spolski R, Lin JX, Leonard WJ. A new pipeline SPICE identifies novel JUN-IKZF1 composite elements. eLife 2025; 12:RP88833. [PMID: 39786853 PMCID: PMC11717359 DOI: 10.7554/elife.88833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025] Open
Abstract
Transcription factor partners can cooperatively bind to DNA composite elements to augment gene transcription. Here, we report a novel protein-DNA binding screening pipeline, termed Spacing Preference Identification of Composite Elements (SPICE), that can systematically predict protein binding partners and DNA motif spacing preferences. Using SPICE, we successfully identified known composite elements, such as AP1-IRF composite elements (AICEs) and STAT5 tetramers, and also uncovered several novel binding partners, including JUN-IKZF1 composite elements. One such novel interaction was identified at CNS9, an upstream conserved noncoding region in the human IL10 gene, which harbors a non-canonical IKZF1 binding site. We confirmed the cooperative binding of JUN and IKZF1 and showed that the activity of an IL10-luciferase reporter construct in primary B and T cells depended on both this site and the AP1 binding site within this composite element. Overall, our findings reveal an unappreciated global association of IKZF1 and AP1 and establish SPICE as a valuable new pipeline for predicting novel transcription binding complexes.
Collapse
Affiliation(s)
- Peng Li
- Amgen IncRockvilleUnited States
| | - Sree Pulugulla
- Laboratory of Molecular Immunology, National Heart, Lung, and Blood Institute, NIHBethesdaUnited States
| | - Sonali Das
- Laboratory of Molecular Immunology, National Heart, Lung, and Blood Institute, NIHBethesdaUnited States
| | - Jangsuk Oh
- Laboratory of Molecular Immunology, National Heart, Lung, and Blood Institute, NIHBethesdaUnited States
| | - Rosanne Spolski
- Laboratory of Molecular Immunology, National Heart, Lung, and Blood Institute, NIHBethesdaUnited States
| | - Jian-Xin Lin
- Laboratory of Molecular Immunology, National Heart, Lung, and Blood Institute, NIHBethesdaUnited States
| | - Warren J Leonard
- Laboratory of Molecular Immunology, National Heart, Lung, and Blood Institute, NIHBethesdaUnited States
| |
Collapse
|
17
|
Brock L, Benzien L, Lange S, Huehns M, Runge A, Roolf C, Sekora A, Knuebel G, Murua Escobar H, Junghanss C, Richter A. KMT2A degradation is observed in decitabine-responsive acute lymphoblastic leukemia cells. Mol Oncol 2025. [PMID: 39754404 DOI: 10.1002/1878-0261.13792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 11/18/2024] [Accepted: 12/19/2024] [Indexed: 01/06/2025] Open
Abstract
Hypermethylation of tumor suppressor genes is a hallmark of leukemia. The hypomethylating agent decitabine covalently binds, and degrades DNA (cytosine-5)-methyltransferase 1 (DNMT1). Structural similarities within DNA-binding domains of DNMT1, and the leukemic driver histone-lysine N-methyltransferase 2A (KMT2A) suggest that decitabine might also affect the latter. In acute lymphoblastic leukemia (ALL) cell lines, and xenograft models, we observed increased DNMT1, and KMT2A expression in response to decitabine-induced demethylation. Strikingly, KMT2A protein expression was diminished in all cell lines that experienced DNMT1 degradation. Moreover, only cells with reduced KMT2A protein levels showed biological effects following decitabine treatment. KMT2A wild-type, and rearranged cells were locked in G2 and G1 cell cycle phases, respectively, likely due to p27/p16 activation. Primary sample gene expression profiling confirmed different patterns between KMT2A wild-type, and translocated cells. This newly discovered decitabine mode of action via KMT2A degradation evokes anti-leukemic activity in adult ALL cells, and can act synergistically with menin inhibition. Following the successful clinical implementation of decitabine for acute myeloid leukemia, the drug should be considered a potential promising addition to the therapeutic portfolio for ALL as well.
Collapse
Affiliation(s)
- Luisa Brock
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Lina Benzien
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Sandra Lange
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Maja Huehns
- Institute of Pathology, Rostock University Medical Center, Germany
| | - Alexandra Runge
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Catrin Roolf
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Anett Sekora
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Gudrun Knuebel
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Hugo Murua Escobar
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Christian Junghanss
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| | - Anna Richter
- Department of Medicine, Clinic III - Hematology, Oncology, Palliative Medicine, Rostock University Medical Center, Germany
| |
Collapse
|
18
|
Tran TH, Tasian SK. How I treat Philadelphia chromosome-like acute lymphoblastic leukemia in children, adolescents, and young adults. Blood 2025; 145:20-34. [PMID: 38657263 DOI: 10.1182/blood.2023023153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 04/02/2024] [Accepted: 04/21/2024] [Indexed: 04/26/2024] Open
Abstract
ABSTRACT Philadelphia chromosome-like acute lymphoblastic leukemia (Ph-like ALL) represents a high-risk B-lineage ALL subtype characterized by adverse clinical features and poor relapse-free survival despite risk-adapted multiagent chemotherapy regimens. The advent of next-generation sequencing has unraveled the diversity of kinase-activating genetic drivers in Ph-like ALL that are potentially amenable to personalized molecularly-targeted therapies. Based upon robust preclinical data and promising case series of clinical activity of tyrosine kinase inhibitor (TKI)-based treatment in adults and children with relevant genetic Ph-like ALL subtypes, several clinical trials have investigated the efficacy of JAK- or ABL-directed TKIs in cytokine receptor-like factor 2 (CRLF2)/JAK pathway-mutant or ABL-class Ph-like ALL, respectively. The final results of these trials are pending, and standard-of-care therapeutic approaches for patients with Ph-like ALL have yet to be defined. In this How I Treat perspective, we review recent literature to guide current evidence-based treatment recommendations via illustrative clinical vignettes of children, adolescents, and young adults with newly diagnosed or relapsed/refractory Ph-like ALL, and we further highlight open and soon-to-open trials investigating immunotherapy and TKIs specifically for this high-risk patient population.
Collapse
Affiliation(s)
- Thai Hoa Tran
- Division of Pediatric Hematology-Oncology, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, Canada
- Department of Pediatrics, Faculty of Medicine, University of Montréal, Montréal, QC, Canada
| | - Sarah K Tasian
- Division of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Pediatrics and Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| |
Collapse
|
19
|
Kopmar NE, Qu X, Liu Y, Gooley TA, Ghiuzeli CM, Mawad R, Percival MEM, Fang M, Cassaday RD. Prognostic significance of chromosomal genomic array testing in adults with newly-diagnosed acute lymphoblastic leukemia. Leuk Lymphoma 2025; 66:155-158. [PMID: 39297750 DOI: 10.1080/10428194.2024.2404959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 09/08/2024] [Accepted: 09/10/2024] [Indexed: 01/03/2025]
Affiliation(s)
- Noam E Kopmar
- Division of Hematology & Oncology, Department of Medicine, University of Washington, Seattle, WA, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Xiaoyu Qu
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Yajuan Liu
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Ted A Gooley
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Cristina M Ghiuzeli
- Division of Hematology & Oncology, Department of Medicine, University of Washington, Seattle, WA, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Raya Mawad
- Division of Hematology & Oncology, Department of Medicine, University of Washington, Seattle, WA, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Mary-Elizabeth M Percival
- Division of Hematology & Oncology, Department of Medicine, University of Washington, Seattle, WA, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Min Fang
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Ryan D Cassaday
- Division of Hematology & Oncology, Department of Medicine, University of Washington, Seattle, WA, USA
| |
Collapse
|
20
|
Iacobucci I, Papayannidis C. SOHO State of the Art Updates and Next Questions | Approach to BCR::ABL1-Like Acute Lymphoblastic Leukemia. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2025; 25:13-22. [PMID: 39217000 DOI: 10.1016/j.clml.2024.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 08/06/2024] [Indexed: 09/04/2024]
Abstract
Philadelphia-like (Ph-like) or BCR::ABL1-like acute lymphoblastic leukemia (ALL) is a common high-risk subtype of B-cell precursor ALL (B-ALL) characterized by a diverse range of genetic alterations that challenge diagnose and converge on distinct kinase and cytokine receptor-activated gene expression profiles, resembling those from BCR::ABL1-positive ALL from which its nomenclature. The presence of kinase-activating genetic drivers has prompted the investigation in preclinical models and clinical settings of the efficacy of tyrosine kinase inhibitor (TKI)-based treatments. This was further supported by an inadequate response to conventional chemotherapy, high rates of induction failure and persistent measurable residual disease (MRD) positivity, which translate in lower survival rates compared to other B-ALL subtypes. Therefore, innovative approaches are underway, including the integration of TKIs with frontline regimens and the early introduction of immunotherapy strategies (monoclonal antibodies, T-cell engagers, drug-conjugates, and CAR-T cells). Allogeneic hematopoietic cell transplantation (HSCT) is currently recommended for adult BCR::ABL1-like ALL patients in first complete remission. However, the incorporation of novel therapies, a more accurate diagnosis and a more sensitive MRD assessment may modify the risk stratification and the indication for transplant in these patients.
Collapse
Affiliation(s)
- Ilaria Iacobucci
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA.
| | - Cristina Papayannidis
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia Seragnoli, Bologna, Italy
| |
Collapse
|
21
|
Copelan E, Gale RP. Hematopoietic cell transplantation soon after first relapse in acute myeloid leukemia - the PROS. Haematologica 2025; 110:4-6. [PMID: 39744857 PMCID: PMC11696229 DOI: 10.3324/haematol.2024.285784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2025] [Accepted: 10/10/2024] [Indexed: 07/12/2024] Open
Affiliation(s)
- Edward Copelan
- Department of Hematologic Oncology and Blood Disorders, Atrium Health Levine Cancer Institute, Wake Forest School of Medicine, Charlotte, NC.
| | - Robert P Gale
- Centre for Haematology, Department of Immunology and Inflammation, Imperial College London, London
| |
Collapse
|
22
|
Watts B, Smith CM, Evans K, Gifford AJ, Mohamed SMA, Erickson SW, Earley EJ, Neuhauser S, Stearns TM, Philip VM, Chuang JH, Zweidler-McKay PA, Lakshmikanthan S, Jocoy EL, Bult CJ, Teicher BA, Smith MA, Lock RB. The CD123 antibody-drug conjugate pivekimab sunirine exerts profound activity in preclinical models of pediatric acute lymphoblastic leukemia. Hemasphere 2025; 9:e70063. [PMID: 39830370 PMCID: PMC11739898 DOI: 10.1002/hem3.70063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 11/11/2024] [Accepted: 11/17/2024] [Indexed: 01/22/2025] Open
Abstract
Antibody-drug conjugates (ADCs) combining monoclonal antibodies with cytotoxic payloads are a rapidly emerging class of immune-based therapeutics with the potential to improve the treatment of cancer, including children with relapse/refractory acute lymphoblastic leukemia (ALL). CD123, the α subunit of the interleukin-3 receptor, is overexpressed in ALL and is a potential therapeutic target. Here, we show that pivekimab sunirine (PVEK), a recently developed ADC comprising the CD123-targeting antibody, G4723A, and the cytotoxic payload, DGN549, was highly effective in vivo against a large panel of pediatric ALL patient-derived xenograft (PDX) models (n = 39). PVEK administered once weekly for 3 weeks resulted in a median event-free survival (EFS) of 57.2 days across all PDXs. CD123 mRNA and protein expression was significantly higher in B-lineage (n = 65) compared with T-lineage (n = 25) ALL PDXs (p < 0.0001), and mice engrafted with B-lineage PDXs achieved significantly longer EFS than those engrafted with T-lineage PDXs (p < 0.0001). PVEK treatment also resulted in significant clearance of human leukemia cells in hematolymphoid organs in mice engrafted with B-ALL PDXs. Notably, our results showed no direct correlation between CD123 expression and mouse EFS, indicating that CD123 is necessary but not sufficient for in vivo PVEK activity. Importantly, a PDX with very high CD123 cell surface expression but resistant to in vivo PVEK treatment, failed to internalize the G4723A antibody while remaining sensitive to the PVEK payload, DGN549, suggesting a novel mechanism of resistance. In conclusion, PVEK was highly effective against a large panel of B-ALL PDXs supporting its clinical translation for B-lineage pediatric ALL.
Collapse
Affiliation(s)
- Ben Watts
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Centre for Childhood Cancer Research UNSW Sydney Sydney New South Wales Australia
| | - Christopher M Smith
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Centre for Childhood Cancer Research UNSW Sydney Sydney New South Wales Australia
| | - Kathryn Evans
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Centre for Childhood Cancer Research UNSW Sydney Sydney New South Wales Australia
| | - Andrew J Gifford
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Centre for Childhood Cancer Research UNSW Sydney Sydney New South Wales Australia
- Anatomical Pathology, NSW Health Pathology Prince of Wales Hospital Randwick New South Wales Australia
- School of Clinical Medicine, UNSW Medicine & Health UNSW Sydney Sydney New South Wales Australia
| | - Sara M A Mohamed
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Centre for Childhood Cancer Research UNSW Sydney Sydney New South Wales Australia
- Department of Pharmaceutics and Industrial Pharmacy Faculty of Pharmacy, Ain Shams University Cairo Egypt
| | | | - Eric J Earley
- RTI International Research Triangle Park North Carolina USA
| | - Steven Neuhauser
- The Jackson Laboratory for Mammalian Genetics Bar Harbor Maine USA
| | | | - Vivek M Philip
- The Jackson Laboratory for Mammalian Genetics Bar Harbor Maine USA
| | - Jeffrey H Chuang
- The Jackson Laboratory for Genomic Medicine Farmington Connecticut USA
| | | | | | | | - Carol J Bult
- The Jackson Laboratory for Mammalian Genetics Bar Harbor Maine USA
| | | | | | - Richard B Lock
- Children's Cancer Institute, Lowy Cancer Research Centre, School of Clinical Medicine, UNSW Medicine & Health, UNSW Centre for Childhood Cancer Research UNSW Sydney Sydney New South Wales Australia
| |
Collapse
|
23
|
Walter W, Iacobucci I, Meggendorfer M. Diagnosis of acute lymphoblastic leukaemia: an overview of the current genomic classification, diagnostic approaches, and future directions. Histopathology 2025; 86:134-145. [PMID: 39403021 DOI: 10.1111/his.15338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
B-acute lymphoblastic leukaemia (B-ALL) is a haematological disease resulting from haematopoietic system dysfunction, leading to the unchecked growth of immature B lymphoblasts. The disease's complexity is underscored by the spectrum of genetic aberrations that underlie B-ALL entities, necessitating advanced genetic analyses for precise classification and risk determination. Prior to the adoption of next-generation sequencing into standard diagnostic practices, up to 30% of B-ALL cases were not assigned to specific entities due to the limitations of traditional diagnostic methods. The advent of comprehensive genomic analysis, especially whole-genome transcriptome sequencing, has significantly enhanced our understanding of B-ALL's molecular heterogeneity, paving the way for the exploration of novel, tailored treatment strategies. Furthermore, recent technological innovations, such as optical genome mapping, methylation profiling, and single-cell sequencing, have propelled forward the fields of cancer research and B-ALL management. These innovations introduce novel diagnostic approaches and prognostic markers, facilitating a deeper, more nuanced understanding of individual patient disease profiles. This review focuses on the latest diagnostic standards and assays for B-ALL, the importance of new technologies and biomarkers in enhancing diagnostic accuracy, and the expected role of innovative advancements in the future diagnosis and treatment of B-ALL.
Collapse
Affiliation(s)
| | - Ilaria Iacobucci
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | |
Collapse
|
24
|
Li P, Pulugulla SH, Das S, Oh J, Spolski R, Lin JX, Leonard WJ. A new pipeline SPICE identifies novel JUN-IKZF1 composite elements. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.05.31.543110. [PMID: 39763964 PMCID: PMC11703198 DOI: 10.1101/2023.05.31.543110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
Transcription factor partners can cooperatively bind to DNA composite elements to augment gene transcription. Here, we report a novel protein-DNA binding screening pipeline, termed Spacing Preference Identification of Composite Elements (SPICE), that can systematically predict protein binding partners and DNA motif spacing preferences. Using SPICE, we successfully identified known composite elements, such as AP1-IRF composite elements (AICEs) and STAT5 tetramers, and also uncovered several novel binding partners, including JUN-IKZF1 composite elements. One such novel interaction was identified at CNS9, an upstream conserved noncoding region in the human IL10 gene, which harbors a non-canonical IKZF1 binding site. We confirmed cooperative binding of JUN and IKZF1 and showed that the activity of an IL10 -luciferase reporter construct in primary B and T cells depended on both this site and the AP1 binding site within this composite element. Overall, our findings reveal an unappreciated global association of IKZF1 and AP1 and establish SPICE as a valuable new pipeline for predicting novel transcription binding complexes.
Collapse
Affiliation(s)
- Peng Li
- Correspondence to: P.L. () or W.J.L. ()
| | | | | | | | | | | | | |
Collapse
|
25
|
Ashouri K, Hom B, Ginosyan AA, Rahimi Y, Resnick K, Nittur V, Hwang J, Ireland R, Ann B, Adnani B, Bragasin EI, Chaudhary P, Ali A, Woan K, Tam EL, Siddiqi I, Ladha A, Yaghmour G. Philadelphia-like B-cell acute lymphoblastic leukaemia: Disease features and outcomes in the era of immunotherapy. Br J Haematol 2024; 205:2234-2247. [PMID: 39295195 DOI: 10.1111/bjh.19771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 09/04/2024] [Indexed: 09/21/2024]
Abstract
Philadelphia chromosome (Ph)-like acute lymphoblastic leukaemia (ALL) is a high-risk subtype with a gene expression profile similar to Ph-positive ALL, due to activation of tyrosine kinase signalling. To understand the clinical implications of Ph-like ALL, this single-centre retrospective study evaluates outcomes in 268 adults, largely Hispanic ALL patients treated between 2013 and 2024, with a subgroup analysis of 139 haematopoietic stem cell transplantation (HSCT) patients. ALL subtypes included 68 (25.4%) Ph-like, 89 (33.2%) Ph-positive, and 111 (41.4%) Ph-negative. Ph-like patients were the youngest age at diagnosis (p = 0.007), most likely to have refractory disease (p < 0.001), and least likely to achieve minimal residual disease (MRD) negativity after induction (p = 0.031). Relative to Ph-negative ALL, Ph-like achieved worse event-free survival (EFS) (HR = 1.66; 95% CI 1.12-2.46; p = 0.012), whereas Ph-positive had improved EFS (HR = 0.60; 95% CI 0.38-0.93; p = 0.024) and cumulative incidence of relapse (CIR) (HR = 0.59; 95% CI 0.35-0.99; p = 0.046). Within the transplant subgroup, Ph status did not impact disease-free survival (DFS), CIR, or overall survival (OS). However, patients who received blinatumomab within 1-year pre-HSCT had improved DFS (HR = 0.43; 95% CI 0.20-0.94; p = 0.034) and CIR (HR = 0.26; 95% CI 0.09-0.75; p = 0.13). In conclusion, our data suggest that Ph-like is less likely to respond to standard induction therapy and HSCT may result in similar survival outcomes to Ph-negative ALL.
Collapse
Affiliation(s)
- Karam Ashouri
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Brian Hom
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Anush A Ginosyan
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Yekta Rahimi
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Karen Resnick
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Vinay Nittur
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Jennifer Hwang
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Robert Ireland
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Brandon Ann
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Blake Adnani
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Eljie Isaak Bragasin
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Preet Chaudhary
- Jane Anne Nohl Division of Hematology and Center for the Study of Blood Diseases, Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Amir Ali
- Department of Pharmacy, University of Southern California, Norris Comprehensive Cancer Center, California, Los Angeles, USA
| | - Karrune Woan
- Jane Anne Nohl Division of Hematology and Center for the Study of Blood Diseases, Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Eric Leon Tam
- Jane Anne Nohl Division of Hematology and Center for the Study of Blood Diseases, Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Imran Siddiqi
- Division of Pathology, University of Southern California, Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Abdullah Ladha
- Jane Anne Nohl Division of Hematology and Center for the Study of Blood Diseases, Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - George Yaghmour
- Jane Anne Nohl Division of Hematology and Center for the Study of Blood Diseases, Norris Comprehensive Cancer Center, Los Angeles, California, USA
| |
Collapse
|
26
|
Østergaard A, Boer JM, van Leeuwen FN, Pieters R, Den Boer ML. IKZF1 in acute lymphoblastic leukemia: the rise before the fall? Leuk Lymphoma 2024; 65:2077-2087. [PMID: 39210599 DOI: 10.1080/10428194.2024.2396046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 07/23/2024] [Accepted: 08/15/2024] [Indexed: 09/04/2024]
Abstract
Acute lymphoblastic leukemia (ALL) is the most common malignancy in children and adolescents and in recent decades, the survival rates have risen to >90% in children largely due the introduction of risk adapted therapy. Therefore, knowledge of factors influencing risk of relapse is important. The transcription factor IKAROS is a regulator of lymphocyte development and alterations of its coding gene, IKZF1, are frequent in ALL and are associated with higher relapse risk. This concise review will discuss the normal function of IKAROS together with the effect of gene alterations in ALL such as relieved energy restriction and altered response to anti-leukemic drugs. Besides the biology, the clinical impact of gene alterations in the different subtypes of ALL will be discussed. Finally, possibilities for treating ALL with IKZF1 alterations will be considered including novel therapies like cell signaling inhibitors and immunotherapy.
Collapse
Affiliation(s)
- Anna Østergaard
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Judith M Boer
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | - Rob Pieters
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | |
Collapse
|
27
|
Lima K, Rojas CAO, Nogueira FL, da Silva WF, Cavaglieri RDC, Nardinelli L, Leal ADM, Velloso EDRP, Bendit I, Alencar A, Mullighan CG, Machado‐Neto JA, Rego EM. Clinical significance of Philadelphia-like-related genes in a resource-constrained setting of adult B-acute lymphoblastic leukemia patients. EJHAEM 2024; 5:1366-1369. [PMID: 39691248 PMCID: PMC11647732 DOI: 10.1002/jha2.1030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 09/19/2024] [Accepted: 09/20/2024] [Indexed: 12/19/2024]
Affiliation(s)
- Keli Lima
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
- Department of Pharmacology, Institute of Biomedical SciencesUniversity of São PauloSao PauloBrazil
| | - César Alexander Ortiz Rojas
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| | - Frederico Lisboa Nogueira
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| | - Wellington Fernandes da Silva
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| | - Rita de Cássia Cavaglieri
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| | - Luciana Nardinelli
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| | - Aline de Medeiros Leal
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| | - Elvira Deolinda Rodrigues Pereira Velloso
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| | - Israel Bendit
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| | - Alvaro Alencar
- Sylvester Comprehensive Cancer CenterUniversity of Miami Miller School of MedicineMiamiFloridaUSA
| | - Charles G. Mullighan
- Department of PathologySt. Jude Children's Research HospitalMemphisTennesseeUSA
- Center of Excellence for Leukemia StudiesSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | | | - Eduardo Magalhães Rego
- Department of Internal Medicine, Hematology Division, Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco‐Immuno‐Hematology (LIM‐31), Faculdade de MedicinaUniversity of São PauloSao PauloBrazil
| |
Collapse
|
28
|
Thompson J, Thompson G, White D, Yeung D. Judicious use of precise fluorescence in situ hybridisation panels guided by population prevalence may assist pragmatic detection of clinically targetable Philadelphia chromosome-like acute lymphoblastic leukaemia fusions: a systematic review. Pathology 2024; 56:931-941. [PMID: 39304495 DOI: 10.1016/j.pathol.2024.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 08/08/2024] [Accepted: 08/18/2024] [Indexed: 09/22/2024]
Abstract
Diagnosis of Philadelphia chromosome-like acute lymphoblastic leukaemia (Ph-like ALL) in the real-world remains challenging because of definitional complexities, the diverse diagnostic techniques available and the cost, expertise and time involved. We summarise evidence for diagnosis of clinically important Ph-like ALL related genomic lesions using fluorescence in situ hybridisation (FISH) targeting only clinically important and actionable lesions, an accessible and cost-effective diagnostic technique. Electronic databases were interrogated using broad MeSH terms for articles reporting a detailed FISH strategy for diagnosis of Ph-like ALL published since 2014, yielding 653 full text articles and abstracts. We searched the National Library of Medicine Databases including PubMed, Medline, Embase, Cochrane and relevant abstracts. We included studies with a primary aim of determining the utility of FISH for Ph-like ALL diagnosis and studies with broader aims demonstrating Ph-like ALL diagnostic algorithms which partially involved FISH. Nineteen studies met inclusion criteria. Evidence for FISH to detect CRLF2 rearrangements in Ph-like ALL is strongly established and evidence for FISH to detect non-CRLF2 lesions is evolving rapidly. We documented 1620 cases of non-CRLF2 Ph-like lesions diagnosed by FISH. Confirmatory side-by-side methods were applied in six studies (246 samples), four of which demonstrated 100% concordance of FISH results with alternative methods, while two studies demonstrated over 70% sensitivity and specificity. Additional studies demonstrated wide utilisation of FISH in Ph-like ALL classification across diverse geographies and ethnicities, with contrasting prevalence, implicating a need for targeted FISH strategies. In real-world cohorts, it may be clinically useful to prioritise limited early FISH in B-cell ALL (B-ALL) diagnostic algorithms to identify Ph-like abnormalities that respond to locally available kinase inhibitors to promote and prioritise broad access to effective targeted treatment. Additional studies are required to provide adequately powered validations and verifications of targeted Ph-like FISH panels to confirm sensitivity and specificity against side-by-side gold standard methods, and to define optimal local approaches.
Collapse
Affiliation(s)
- Jane Thompson
- South Australian Medical Research Institute, The University of Adelaide, Adelaide, SA, Australia.
| | | | - Deborah White
- South Australian Medical Research Institute, The University of Adelaide, Adelaide, SA, Australia
| | - David Yeung
- South Australian Medical Research Institute, The University of Adelaide, Adelaide, SA, Australia
| |
Collapse
|
29
|
Vervoort BMT, Butler M, Grünewald KJT, Schenau DSVI, Tee TM, Lucas L, Huitema ADR, Boer JM, Bornhauser BC, Bourquin JP, Hoogerbrugge PM, Van der Velden VHJ, Kuiper RP, Van der Meer LT, Van Leeuwen FN. IKZF1 gene deletions drive resistance to cytarabine in B-cell precursor acute lymphoblastic leukemia. Haematologica 2024; 109:3904-3917. [PMID: 38841778 PMCID: PMC11609812 DOI: 10.3324/haematol.2023.284357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 05/22/2024] [Indexed: 06/07/2024] Open
Abstract
IKZF1 deletions occur in 10-15% of patients with B-cell precursor acute lymphoblastic leukemia (BCP-ALL) and predict a poor outcome. However, the impact of IKZF1 loss on sensitivity to drugs used in contemporary treatment protocols has remained underexplored. Here we show in experimental models and in patients that loss of IKZF1 promotes resistance to cytarabine (AraC), a key component of both upfront and relapsed treatment protocols. We attribute this resistance, in part, to diminished import and incorporation of AraC due to reduced expression of the solute carrier hENT1. Moreover, we found elevated mRNA expression of Evi1, a known driver of therapy resistance in myeloid malignancies. Finally, a kinase directed CRISPR/Cas9-screen identified that inhibition of either mediator kinases CDK8/19 or casein kinase 2 can restore response to AraC. We conclude that this high-risk group of patients could benefit from alternative antimetabolites, or targeted therapies that re-sensitize leukemic cells to AraC.
Collapse
Affiliation(s)
| | - Miriam Butler
- Princess Máxima Center for Pediatric Oncology, Utrecht, 3584 CS
| | | | | | - Trisha M Tee
- Princess Máxima Center for Pediatric Oncology, Utrecht, 3584 CS
| | - Luc Lucas
- Netherlands Cancer Institute, Amsterdam
| | - Alwin D R Huitema
- Princess Máxima Center for Pediatric Oncology, Utrecht, 3584 CS, the Netherlands; Netherlands Cancer Institute, Amsterdam, The Netherlands; Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht University, Utrecht
| | - Judith M Boer
- Princess Máxima Center for Pediatric Oncology, Utrecht, 3584 CS
| | - Beat C Bornhauser
- Department of Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, CH-8008
| | - Jean-Pierre Bourquin
- Department of Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, CH-8008
| | | | | | - Roland P Kuiper
- Princess Máxima Center for Pediatric Oncology, Utrecht, 3584 CS, the Netherlands; Department of Genetics, Utrecht University Medical Center, Utrecht University, Utrecht The Netherlands
| | | | | |
Collapse
|
30
|
de Albuquerque A, Lopes BA, Fernandes RA, Gimba ERP, Emerenciano M. IKZF1 and BTG1 silencing reduces glucocorticoid response in B-cell precursor acute leukemia cell line. Hematol Transfus Cell Ther 2024; 46 Suppl 6:S163-S170. [PMID: 39095315 PMCID: PMC11726076 DOI: 10.1016/j.htct.2024.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 12/26/2023] [Accepted: 05/07/2024] [Indexed: 08/04/2024] Open
Abstract
INTRODUCTION Secondary genetic alterations, which contribute to the dysregulation of cell cycle progression and lymphoid specialization, are frequently observed in B-cell precursor acute lymphoblastic leukemia (B-ALL). As IKZF1 and BTG1 deletions are associated with a worse outcome in B-ALL, this study aimed to address whether they synergistically promote glucocorticoid resistance. METHODS Small interfering RNA was used to downregulate either IKZF1, or BTG1, or both genes in the 207 B-ALL cell line. Cell viability was investigated by 3-[4,5-dimethylthiazol-2-yl]-2,5-diphenyltetrazolium bromide (MTT) and trypan blue exclusion assays. The expression levels of IKZF1, BTG1 and glucocorticoid-responsive genes (DUSP1, SGK1, FBXW7 and NR3C1) were evaluated by real time quantitative real time polymerase chain reaction (PCR). RESULTS Isolated silencing of BTG1, IKZF1, or both genes in combination under dexamethasone treatment increased cell viability by 24%, 40% and 84%, respectively. Although BTG1 silencing did not alter the expression of glucocorticoid-responsive genes, IKZF1 knockdown decreased the transcript levels of DUSP1 (2.6-fold), SGK1 (1.8-fold), FBXW7 (2.2-fold) and NR3C1 (1.7-fold). The expression of glucocorticoid-responsive genes reached even lower levels (reducing 2.4-4 fold) when IKZF1 and BTG1 silencing occurred in combination. CONCLUSIONS IKZF1 silencing impairs the transcription of glucocorticoid-responsive genes; this effect is enhanced by concomitant loss of BTG1. These results demonstrate the molecular mechanism by which the combination of both genetic deletions might contribute to higher relapse rates in B-ALL.
Collapse
Affiliation(s)
- Amanda de Albuquerque
- Division of Clinical Research and Technological Development, Instituto Nacional de Câncer (INCA), Rio de Janeiro, RJ, Brazil
| | - Bruno A Lopes
- Division of Clinical Research and Technological Development, Instituto Nacional de Câncer (INCA), Rio de Janeiro, RJ, Brazil; Genetics of Acute Leukemia Laboratory, Molecular Carcinogenesis Program, Instituto Nacional de Câncer (INCA), Rio de Janeiro, RJ, Brazil
| | - Renan Amphilophio Fernandes
- Pharmacology and Medicinal Chemistry Program, Institute of Biological Sciences, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil
| | - Etel Rodrigues Pereira Gimba
- Department of Natural Sciences (RCN), Institute of Humanities and Health (IHS), Universidade Federal Fluminense (UFF), Rio de Janeiro, Brazil; Hematology-Molecular Oncology Program, Research Coordination, Instituto Nacional de Câncer (INCA), Rio de Janeiro, Brazil
| | - Mariana Emerenciano
- Division of Clinical Research and Technological Development, Instituto Nacional de Câncer (INCA), Rio de Janeiro, RJ, Brazil; Genetics of Acute Leukemia Laboratory, Molecular Carcinogenesis Program, Instituto Nacional de Câncer (INCA), Rio de Janeiro, RJ, Brazil.
| |
Collapse
|
31
|
Blunck CB, Poubel CP, Lopes BA, Barbosa TC, Maciel ALT, da Costa ES, Figueiredo ADR, Land MGP, Schramm MT, Ikoma-Coltutato MRV, Gomes RG, Lins MM, Aguiar TF, Mansur MB, Emerenciano M. Characterisation of cells markers associated with IKZF1 plus in BCP-ALL. Transl Oncol 2024; 50:102127. [PMID: 39312877 PMCID: PMC11456778 DOI: 10.1016/j.tranon.2024.102127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Revised: 08/29/2024] [Accepted: 09/13/2024] [Indexed: 09/25/2024] Open
Abstract
The presence of IKZF1 deletions has been associated with an increased relapse rate in B-cell precursor acute lymphoblastic leukaemia (BCP-ALL). There is a particular subset of IKZF1del cases called IKZF1plus (defined by the co-occurrence of IKZF1del and deletions in CDKN2A/B, PAX5, or the PAR1 region, in the absence of ERG deletions), which is also associated with worse prognosis, but some recent studies have not found major differences between the IKZF1del and IKZF1plus groups. Therefore, the IKZF1plus group still needs further comprehension and our study aims to characterise the molecular heterogeneity and identify molecular markers exclusively associated with IKZF1plus. Two independent series of cases (TARGET, n = 125 and GenLAb, n = 60) were evaluated by segregating patients into 3 groups: IKZF1plus, IKZF1del, and IKZF1wild. Differential expression analyses showed that the membrane protein-coding genes most associated with the IKZF1plus group were: KCNA5, GREB1, EPOR, SDK1, and PTPRB. Notably, KCNA5 and GREB1 differential expression levels were validated in the GenLAb validation series. Regarding copy number alterations, we observed a high frequency of VPREB1 deletions in the IKZF1plus group, as well as additional exclusive deletions in the CD200 and BTLA genes. Recent research suggests that the importance of the IKZF1plus profile varies depending on the genetic subgroup. In this scenario, we found associations between IKZF1plus and certain genes in BCP-ALL, being KCNA5 and GREB1 the most promising biomarkers for predicting IKZF1plus. A deeper understanding of these genetic profiles will allow a better risk assessment and offer precise rationale for therapeutic strategies in BCP-ALL.
Collapse
Affiliation(s)
- Caroline Barbieri Blunck
- Genetics of Acute Leukaemia Laboratory-GenLAb, Research and Innovation Coordination, Instituto Nacional de Câncer-INCA, Rua André Cavalcanti, 37, 6th floor, Rio de Janeiro, RJ 20231-050, Brazil
| | - Caroline Pires Poubel
- Genetics of Acute Leukaemia Laboratory-GenLAb, Research and Innovation Coordination, Instituto Nacional de Câncer-INCA, Rua André Cavalcanti, 37, 6th floor, Rio de Janeiro, RJ 20231-050, Brazil
| | - Bruno A Lopes
- Genetics of Acute Leukaemia Laboratory-GenLAb, Research and Innovation Coordination, Instituto Nacional de Câncer-INCA, Rua André Cavalcanti, 37, 6th floor, Rio de Janeiro, RJ 20231-050, Brazil
| | - Thayana C Barbosa
- Genetics of Acute Leukaemia Laboratory-GenLAb, Research and Innovation Coordination, Instituto Nacional de Câncer-INCA, Rua André Cavalcanti, 37, 6th floor, Rio de Janeiro, RJ 20231-050, Brazil
| | - Ana Luiza Tardem Maciel
- Genetics of Acute Leukaemia Laboratory-GenLAb, Research and Innovation Coordination, Instituto Nacional de Câncer-INCA, Rua André Cavalcanti, 37, 6th floor, Rio de Janeiro, RJ 20231-050, Brazil
| | - Elaine Sobral da Costa
- Department of Paediatrics, Faculty of Medicine, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | | | - Marcelo G P Land
- Department of Paediatrics, Faculty of Medicine, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil; National Science and Technology Institute for Children's Cancer Biology and Pediatric Oncology-INCT BioOncoPed, Porto Alegre 90035-003, Brazil
| | - Márcia Trindade Schramm
- Onco-Haematology Section, Prontobaby Hospital da Criança Ltda, Rio de Janeiro, RJ, Brazil; Haematology Unit, Hospital do Câncer I, Instituto Nacional de Câncer-INCA, Rio de Janeiro, RJ, Brazil
| | | | - Renan Garcia Gomes
- Paediatric Oncology Unit, Instituto de Medicina Integral Prof Fernando Figueira, Recife, PE, Brazil
| | - Mecneide Mendes Lins
- Paediatric Oncology Unit, Instituto de Medicina Integral Prof Fernando Figueira, Recife, PE, Brazil
| | - Thais Ferraz Aguiar
- Onco-Haematology Section, Instituto Estadual de Hematologia Arthur Siqueira Cavalcanti, Rio de Janeiro, RJ, Brazil
| | - Marcela Braga Mansur
- Biology of Childhood Leukaemia Team, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Mariana Emerenciano
- Genetics of Acute Leukaemia Laboratory-GenLAb, Research and Innovation Coordination, Instituto Nacional de Câncer-INCA, Rua André Cavalcanti, 37, 6th floor, Rio de Janeiro, RJ 20231-050, Brazil.
| |
Collapse
|
32
|
Mullighan C, Wangondu R, Ashcraft E, Chang TC, Roberts K, Brady S, Fan Y, Evans W, Relling M, Crews K, Yang J, Yang W, Pounds S, Wu G, Devidas M, Maloney K, Mattano L, Schore R, Angiolillo A, Larsen E, Salzer W, Burke M, Loh M, Jeha S, Pui CH, Inaba H, Cheng C. Heterogeneity of IKZF1 genomic alterations and risk of relapse in childhood B-cell precursor acute lymphoblastic leukemia. RESEARCH SQUARE 2024:rs.3.rs-5292018. [PMID: 39606455 PMCID: PMC11601832 DOI: 10.21203/rs.3.rs-5292018/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Genomic alterations of IKZF1 are common and associated with adverse clinical features in B-ALL. The relationship between the type of IKZF1 alteration, disease subtype and outcome are incompletely understood. Leukemia subtype and genomic alterations were determined using transcriptome and genomic sequencing and SNP microarray in 688 pediatric patients with B-ALL in St. Jude Total Therapy 15 and 16 studies. IKZF1 alterations were identified in 115 (16.7%) patients, most commonly in BCR::ABL1 (78%) and CRLF2-rearranged, BCR::ABL1-like B-ALL (70%). These alterations were associated with 5-year cumulative incidence of relapse (CIR) of 14.8 ± 3.3% compared to 5.0 ± 0.9% for patients without any IKZF1 alteration (P < 0.0001). IKZF1 deletions of exon 4-7 (P = 0.0002), genomic IKZF1 plus with any IKZF1 deletion (P = 0.006) or with focal IKZF1 deletion (P = 0.0007), and unfavorable genomic subtypes (P < 0.005) were independently adversely prognostic factors. Associations of genomic IKZF1 plus and exon 4-7 deletions with adverse outcomes were confirmed in an independent cohort. Genomic IKZF1 plus with any IKZF1 deletion, IKZF1 deletion of exon 4-7, and unfavorable subtype confer increased risk of relapse. The type of IKZF1 alteration, together with the subtype, are informative for risk stratification and predict response in patients with B-ALL.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Yiping Fan
- Department of Computational Biology, St. Jude Children's Research Hospital
| | | | | | | | - Jun Yang
- St. Jude Children's Research Hospital
| | | | | | - Gang Wu
- St Jude Children's Research Hospital
| | | | | | | | | | | | | | | | | | | | - Sima Jeha
- St Jude Children's Research Hospital
| | | | | | | |
Collapse
|
33
|
Nazari E, Khalili-Tanha G, Pourali G, Khojasteh-Leylakoohi F, Azari H, Dashtiahangar M, Fiuji H, Yousefli Z, Asadnia A, Maftooh M, Akbarzade H, Nassiri M, Hassanian SM, Ferns GA, Peters GJ, Giovannetti E, Batra J, Khazaei M, Avan A. The diagnostic and prognostic value of C1orf174 in colorectal cancer. BIOIMPACTS : BI 2024; 15:30566. [PMID: 40256241 PMCID: PMC12008501 DOI: 10.34172/bi.30566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 09/12/2024] [Accepted: 09/23/2024] [Indexed: 04/22/2025]
Abstract
Introduction Colorectal cancer (CRC) is among the lethal cancers, indicating the need for the identification of novel biomarkers for the detection of patients in earlier stages. RNA and microRNA sequencing were analyzed using bioinformatics and machine learning algorithms to identify differentially expressed genes (DEGs), followed by validation in CRC patients. Methods The genome-wide RNA sequencing of 631 samples, comprising 398 patients and 233 normal cases was extracted from the Cancer Genome Atlas (TCGA). The DEGs were identified using DESeq package in R. Survival analysis was evaluated using Kaplan-Meier analysis to identify prognostic biomarkers. Predictive biomarkers were determined by machine learning algorithms such as Deep learning, Decision Tree, and Support Vector Machine. The biological pathways, protein-protein interaction (PPI), the co-expression of DEGs, and the correlation between DEGs and clinical data were evaluated. Additionally, the diagnostic markers were assessed with a combioROC package. Finally, the candidate tope score gene was validated by Real-time PCR in CRC patients. Results The survival analysis revealed five novel prognostic genes, including KCNK13, C1orf174, CLEC18A, SRRM5, and GPR89A. Thirty-nine upregulated, 40 downregulated genes, and 20 miRNAs were detected by SVM with high accuracy and AUC. The upregulation of KRT20 and FAM118A genes and the downregulation of LRAT and PROZ genes had the highest coefficient in the advanced stage. Furthermore, our findings showed that three miRNAs (mir-19b-1, mir-326, and mir-330) upregulated in the advanced stage. C1orf174, as a novel gene, was validated using RT-PCR in CRC patients. The combineROC curve analysis indicated that the combination of C1orf174-AKAP4-DIRC1-SKIL-Scan29A4 can be considered as diagnostic markers with sensitivity, specificity, and AUC values of 0.90, 0.94, and 0.92, respectively. Conclusion Machine learning algorithms can be used to Identify key dysregulated genes/miRNAs involved in the pathogenesis of diseases, leading to the detection of patients in earlier stages. Our data also demonstrated the prognostic value of C1orf174 in colorectal cancer.
Collapse
Affiliation(s)
- Elham Nazari
- Proteomics Research Center, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ghazaleh Khalili-Tanha
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ghazaleh Pourali
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Hanieh Azari
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Hamid Fiuji
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam U.M.C., VU. University Medical Center (VUMC), Amsterdam, The Netherlands
| | - Zahra Yousefli
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Alireza Asadnia
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mina Maftooh
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- College of Medicine, University of Warith Al-Anbiyaa, Karbala, Iraq
| | - Hamed Akbarzade
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammadreza Nassiri
- Recombinant Proteins Research Group, The Research Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Seyed Mahdi Hassanian
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Gordon A Ferns
- Brighton & Sussex Medical School, Division of Medical Education, Falmer, Brighton, Sussex BN1 9PH, UK
| | - Godefridus J Peters
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam U.M.C., VU. University Medical Center (VUMC), Amsterdam, The Netherlands
- Professor In Biochemistry, Medical University of Gdansk,Gdansk, Poland
| | - Elisa Giovannetti
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam U.M.C., VU. University Medical Center (VUMC), Amsterdam, The Netherlands
- Cancer Pharmacology Lab, AIRC Start up Unit, Fondazione Pisana per La Scienza, Pisa, Italy
| | - Jyotsna Batra
- Centre for Genomics and Personalised Health, Queensland University of Technology, Brisbane 4059, Australia
- Faculty of Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane 4059, Australia
| | - Majid Khazaei
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Avan
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Faculty of Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane 4059, Australia
| |
Collapse
|
34
|
Chang TC, Chen W, Qu C, Cheng Z, Hedges D, Elsayed A, Pounds SB, Shago M, Rabin KR, Raetz EA, Devidas M, Cheng C, Angiolillo A, Baviskar P, Borowitz M, Burke MJ, Carroll A, Carroll WL, Chen IM, Harvey R, Heerema N, Iacobucci I, Wang JR, Jeha S, Larsen E, Mattano L, Maloney K, Pui CH, Ramirez NC, Salzer W, Willman C, Winick N, Wood B, Hunger SP, Wu G, Mullighan CG, Loh ML. Genomic Determinants of Outcome in Acute Lymphoblastic Leukemia. J Clin Oncol 2024; 42:3491-3503. [PMID: 39121442 PMCID: PMC11458106 DOI: 10.1200/jco.23.02238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 04/23/2024] [Accepted: 05/31/2024] [Indexed: 08/11/2024] Open
Abstract
PURPOSE Although cure rates for childhood acute lymphoblastic leukemia (ALL) exceed 90%, ALL remains a leading cause of cancer death in children. Half of relapses arise in children initially classified with standard-risk (SR) disease. MATERIALS AND METHODS To identify genomic determinants of relapse in children with SR ALL, we performed genome and transcriptome sequencing of diagnostic and remission samples of children with SR (n = 1,381) or high-risk B-ALL with favorable cytogenetic features (n = 115) enrolled on Children's Oncology Group trials. We used a case-control study design analyzing 439 patients who relapsed and 1,057 who remained in complete remission for at least 5 years. RESULTS Genomic subtype was associated with relapse, which occurred in approximately 50% of cases of PAX5-altered ALL (odds ratio [OR], 3.31 [95% CI, 2.17 to 5.03]; P = 3.18 × 10-8). Within high-hyperdiploid ALL, gain of chromosome 10 with disomy of chromosome 7 was associated with favorable outcome (OR, 0.27 [95% CI, 0.17 to 0.42]; P = 8.02 × 10-10; St Jude Children's Research Hospital validation cohort: OR, 0.22 [95% CI, 0.05 to 0.80]; P = .009), and disomy of chromosomes 10 and 17 with gain of chromosome 6 was associated with relapse (OR, 7.16 [95% CI, 2.63 to 21.51]; P = 2.19 × 10-5; validation cohort: OR, 21.32 [95% CI, 3.62 to 119.30]; P = .0004). Genomic alterations were associated with relapse in a subtype-dependent manner, including alterations of INO80 in ETV6::RUNX1 ALL, IKZF1, and CREBBP in high-hyperdiploid ALL and FHIT in BCR::ABL1-like ALL. Genomic alterations were also associated with the presence of minimal residual disease, including NRAS and CREBBP in high-hyperdiploid ALL. CONCLUSION Genetic subtype, patterns of aneuploidy, and secondary genomic alterations determine risk of relapse in childhood ALL. Comprehensive genomic analysis is required for optimal risk stratification.
Collapse
Affiliation(s)
- Ti-Cheng Chang
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN
| | - Wenan Chen
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN
- Division of Computational Biology, Mayo Clinic, Rochester, MN
| | - Chunxu Qu
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Zhongshan Cheng
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN
| | - Dale Hedges
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN
- Deceased
| | - Abdelrahman Elsayed
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Stanley B. Pounds
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Mary Shago
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Karen R. Rabin
- Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Elizabeth A. Raetz
- Department of Pediatrics, Perlmutter Cancer Center, NYU Langone Hospital, New York, NY
| | - Meenakshi Devidas
- Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Cheng Cheng
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | | | | | - Michael Borowitz
- Department of Pathology, Johns Hopkins University, Baltimore, MD
| | - Michael J. Burke
- Division of Pediatric Hematology-Oncology, Medical College of Wisconsin, Milwaukee, WI
| | - Andrew Carroll
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL
| | - William L. Carroll
- Department of Pediatrics, Perlmutter Cancer Center, NYU Langone Hospital, New York, NY
| | - I-Ming Chen
- Department of Pathology, University of New Mexico, Albuquerque, NM
| | - Richard Harvey
- Department of Pathology, University of New Mexico, Albuquerque, NM
| | | | - Ilaria Iacobucci
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Jeremy R. Wang
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Sima Jeha
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Eric Larsen
- Department of Pediatrics, Maine Children's Cancer Program, Scarborough, ME
| | | | - Kelly Maloney
- Department of Pediatrics and Children's Hospital Colorado, University of Colorado, Aurora, CO
| | - Ching-Hon Pui
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Nilsa C. Ramirez
- Departments of Pathology and Pediatrics, Institute for Genomic Medicine and Biopathology Center, Nationwide Children's Hospital, Ohio State University, Columbus, OH
| | - Wanda Salzer
- Uniformed Services University, School of Medicine, Bethesda, MD
| | - Cheryl Willman
- Department of Laboratory Medicine and Pathology and Mayo Clinic Comprehensive Cancer Center, Mayo Clinic, Rochester, MN
| | - Naomi Winick
- Department of Pediatric Hematology Oncology and Simmons Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX
| | - Brent Wood
- Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, University of Southern California, Los Angeles, CA
| | - Stephen P. Hunger
- Department of Pediatrics and the Center for Childhood Cancer Research, Children's Hospital of Philadelphia, and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Gang Wu
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | | | - Mignon L. Loh
- Department of Pediatrics and the Ben Towne Center for Childhood Cancer Research, Seattle Children's Hospital, University of Washington, Seattle, WA
| |
Collapse
|
35
|
Lozenov S, Tsoneva Y, Nikolaev G, Konakchieva R. Ikaros Deletions among Bulgarian Patients with Acute Lymphoblastic Leukemia/Lymphoma. Diagnostics (Basel) 2024; 14:1953. [PMID: 39272737 PMCID: PMC11393869 DOI: 10.3390/diagnostics14171953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 08/26/2024] [Accepted: 08/29/2024] [Indexed: 09/15/2024] Open
Abstract
The Ikaros zinc finger factor 1 is a transcription factor with a well-known role in B- and T-cell development. The deletions of IKZF1 have an established significance in acute lymphoblastic leukemia, while reports on its prevalence and prognostic significance among ALL subtypes and regions vary. Breakpoint-specific qPCR is a practical method for testing of the most frequent types of IKZF1 deletions, considering there is clustering of the deletion events. The most commonly reported deletions are Δ4-7, Δ4-8, Δ2-7, and Δ2-8, with deletion Δ4-7 being the most common one. We retrospectively administered a breakpoint-specific qPCR design for screening for the most frequent types of IKZF1 deletions to 78 ALL patients that were diagnosed and treated between 2010 and 2022. We observed the products through gel electrophoresis, and we conducted descriptive statistics, EFS, and OS analyses. Our study found 19 patients with IKZF1 deletions, with two subjects manifesting more than one deletion. The prevalence in the different subgroups was as follows: Ph/+/ B-ALL 46%, Ph/-/ B-ALL 30%, T-ALL/LBL 4%. There was a statistically significant difference in EFS of 39 vs. 0% in favor of patients without deletions (p = 0.000), which translated to a difference in OS of 49 vs. 0% (p = 0.001). This difference was preserved in the subgroup of Ph/-/ B-ALL, while there was no significant difference in the Ph/+/ B-ALL. The most frequently observed type of deletion (15 out of 19) was the Δ4-7. There is a strong negative prognostic impact of the IKZF1 deletions at diagnosis in the observed population. IKZF1 deletion testing through breakpoint-specific qPCR is a practical approach in diagnostic testing for this risk factor. IKZF1 deletions may warrant treatment decisions and intensified treatment strategies to overcome the negative prognostic impact.
Collapse
Affiliation(s)
- Stefan Lozenov
- Specialized Hospital for Active Treatment of Hematology Diseases, 1756 Sofia, Bulgaria
| | - Yoanna Tsoneva
- Department of Cell and Developmental Biology, Faculty of Biology, Sofia University "St. Kliment Ohridski", 1164 Sofia, Bulgaria
| | - Georgi Nikolaev
- Department of Cell and Developmental Biology, Faculty of Biology, Sofia University "St. Kliment Ohridski", 1164 Sofia, Bulgaria
| | - Rossitza Konakchieva
- Department of Cell and Developmental Biology, Faculty of Biology, Sofia University "St. Kliment Ohridski", 1164 Sofia, Bulgaria
| |
Collapse
|
36
|
Moorman AV, Enshaei A, Murdy D, Joy M, Boer JM, den Boer ML, Pieters R, de Haas V, Horstmann MA, Escherich G, Johansson B, Marquart HV, Schmiegelow K, Hancock J, Moppett J, Heyman M. Integration of genetics and MRD to define low risk patients with B-cell precursor acute lymphoblastic leukaemia with intermediate MRD levels at the end of induction. Leukemia 2024; 38:2023-2026. [PMID: 38965371 PMCID: PMC11347368 DOI: 10.1038/s41375-024-02329-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 07/06/2024]
Affiliation(s)
- Anthony V Moorman
- Leukaemia Research Cytogenetics Group, Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.
| | - Amir Enshaei
- Leukaemia Research Cytogenetics Group, Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Daniel Murdy
- Leukaemia Research Cytogenetics Group, Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Melvin Joy
- Leukaemia Research Cytogenetics Group, Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Judith M Boer
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | - Rob Pieters
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Valerie de Haas
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Martin A Horstmann
- Research Institute Children's Cancer Center Hamburg, Hamburg and Department of Pediatric Oncology and Hematology, University Medical Center, 20246, Hamburg, Germany
| | - Gabriele Escherich
- Research Institute Children's Cancer Center Hamburg, Hamburg and Department of Pediatric Oncology and Hematology, University Medical Center, 20246, Hamburg, Germany
| | - Bertil Johansson
- Department of Laboratory Medicine, Division of Clinical Genetics, Lund University, Lund, Sweden
- Department of Clinical Genetics and Pathology and Molecular Diagnostics, Laboratory Medicine, Region Skåne, Lund, Sweden
| | - Hanne V Marquart
- Department of Clinical Immunology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Kjeld Schmiegelow
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Paediatrics and Adolescent Medicine, University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Jeremy Hancock
- Bristol Genetics Laboratory, North Bristol NHS Trust, Bristol, UK
| | - John Moppett
- Department of Haematology, Bristol Children's Hospital, Bristol, UK
| | - Mats Heyman
- Astrid Lindgren Children's Hospital, Karolinska University Hospital and Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
37
|
Laganà A, Totaro M, Bisegna ML, Elia L, Intoppa S, Beldinanzi M, Matarazzo M, di Trani M, Costa A, Maglione R, Mandelli B, Chiaretti S, Martelli M, De Propris MS. CD146 Molecule Expression in B Cells Acute Lymphoblastic Leukemia (B-ALLs): A Flow-Cytometric Marker for an Accurate Diagnostic Workup. Mediterr J Hematol Infect Dis 2024; 16:e2024064. [PMID: 39258185 PMCID: PMC11385270 DOI: 10.4084/mjhid.2024.064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 08/02/2024] [Indexed: 09/12/2024] Open
Abstract
Background B-lineage acute lymphoblastic leukemias (B-ALL) harboring the t(9;22)(q34;q11)/BCR::ABL1 rearrangement represent a category with previously dismal prognosis whose management and outcome dramatically changed thanks to the use of tyrosine kinase inhibitors (TKIs) usage and more recently full chemo-free approaches. The prompt identification of these cases represents an important clinical need. Objectives We sought to identify an optimized cytofluorimetric diagnostic panel to predict the presence of Philadelphia chromosome (Ph) in B-ALL cases by the introduction of CD146 in our multiparametric flow cytometry (MFC) panels. Methods We prospectively evaluated a total of 245 cases of newly diagnosed B-ALLs with a CD146 positivity threshold >10% referred to the Division of Hematology of 'Sapienza' University of Rome. We compared the results of CD146 expression percentage and its mean fluorescence intensity (MFI) between Ph+ ALLs, Ph-like ALLs, and molecularly negative ALLs. Results Seventy-nine of the 245 B-ALL cases (32%) did not present mutations at molecular testing, with 144/245 (59%) resulting in Ph+ ALL and 19/245 (8%) Ph-like ALLs. Comparing the 3 groups, we found that Ph+ B-ALLs were characterized by higher expression percentage of myeloid markers such as CD13, CD33, and CD66c and low expression of CD38; Ph+ B-ALL showed a higher CD146 expression percentage and MFI when compared with both molecular negative B-ALL and Ph-like ALLs; neither the mean percentage of CD146 expression neither CD146 MFI were statically different between molecular negative B-ALL and Ph-like ALLs. Conclusions Our data demonstrate the association between CD146 expression and Ph+ ALLs. CD146, along with myeloid markers, may help to identify a distinctive immunophenotypic pattern, useful for rapid identification in the diagnostic routine of this subtype of B-ALLs that benefits from a specific therapeutic approach.
Collapse
Affiliation(s)
- Alessandro Laganà
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Matteo Totaro
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Maria Laura Bisegna
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Loredana Elia
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Stefania Intoppa
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Marco Beldinanzi
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Mabel Matarazzo
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Mariangela di Trani
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Alessandro Costa
- Hematology Unit, Businco Hospital, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Raffaele Maglione
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Biancamaria Mandelli
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Sabina Chiaretti
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Maurizio Martelli
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| | - Maria Stefania De Propris
- Hematology, Department of Translational and Precision Medicine, Sapienza University, 00161 Rome, Italy
| |
Collapse
|
38
|
Lin S, Liao N, Li X, Yang L, He YY, Tang YL, Wan WQ, Jia W, Zhang YJ, Kong Q, Long X, Lan X, Ling YY, Lin D, Zhang XL, Wen C, Li CK, Xu HG. Prognosis of pediatric BCP-ALL with IKZF1 deletions and impact of intensive chemotherapy: Results of SCCLG-2016 study. Eur J Haematol 2024; 113:357-370. [PMID: 38847134 DOI: 10.1111/ejh.14245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 05/10/2024] [Accepted: 05/13/2024] [Indexed: 08/03/2024]
Abstract
BACKGROUND IKZF1 deletion (IKZF1del) is associated with poor prognosis in B-cell precursor acute lymphoblastic leukemia (BCP-ALL). But the prognosis of IKZF1del combined with other prognostic stratification factors remains unclear. Whether intensified treatment improves BCP-ALL prognosis has not been determined. METHODS A retrospective analysis was performed on 1291 pediatric patients diagnosed with BCP-ALL and treated with the South China Children's Leukemia 2016 protocol. Patients were stratified based on IKZF1 status for comparison of characteristics and outcome. Additionally, IKZF1del patients were further divided based on chemotherapy intensity for outcome assessments. RESULTS The BCP-ALL pediatric patients with IKZF1del in south China showed poorer early response. Notably, the DFS and OS for IKZF1del patients were markedly lower than IKZF1wt group (3-year DFS: 88.7% [95% CI: 83.4%-94.0%] vs. 93.5% [95% CI: 92.0%-94.9%], P = .021; 3-year OS: 90.7% [95% CI: 85.8% to 95.6%] vs. 96.1% [95% CI: 95% to 97.2%, P = .003]), with a concurrent increase in 3-year TRM (6.4% [95% CI: 2.3%-10.5%] vs. 2.9% [95% CI: 1.9%-3.8%], P = .025). However, the 3-year CIR was comparable between the two groups (5.7% [95% CI: 1.8%-9.5%] vs. 3.7% [95% CI: 2.6%-4.7%], P = .138). Subgroup analyses reveal no factor significantly influenced the prognosis of the IKZF1del cohort. Noteworthy, intensive chemotherapy improved DFS from 85.7% ± 4.1% to 94.1% ± 0.7% in IKZF1del group (P = .084). Particularly in BCR::ABL positive subgroup, the 3-year DFS was remarkably improved from 53.6% ± 20.1% with non-intensive chemotherapy to 100% with intensive chemotherapy (P = .026). CONCLUSIONS Pediatric BCP-ALL patients with IKZF1del in South China manifest poor outcomes without independent prognostic significance. While no factor substantially alters the prognosis in the IKZF1del group. Intensified chemotherapy may reduce relapse rates and improve DFS in patients with IKZF1del subset, particularly in IKZFdel patients with BCR::ABL positive.
Collapse
Affiliation(s)
- Shaofen Lin
- Children's Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ning Liao
- Department of Pediatrics, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xinyu Li
- Children's Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lihua Yang
- Department of Pediatric Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yun-Yan He
- Department of Pediatrics, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yan-Lai Tang
- Department of Pediatrics, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wu-Qing Wan
- Division of Hematology and Tumor, Children's Medical Center, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Wenguang Jia
- Department of Pediatrics, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Ya-Jie Zhang
- Department of Pediatric Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Qian Kong
- Department of Pediatrics, The Third Affiliated Hospital, SUN Yat-sen University, Guangzhou, China
| | - Xingjiang Long
- Department of Pediatrics, Liuzhou People's Hospital, Liuzhou, China
| | - Xiang Lan
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Ya-Yun Ling
- Department of Pediatrics, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Danna Lin
- Department of Pediatric Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xiao-Li Zhang
- Department of Pediatrics, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chuan Wen
- Division of Hematology and Tumor, Children's Medical Center, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Chi-Kong Li
- Department of Pediatrics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Hong-Gui Xu
- Children's Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| |
Collapse
|
39
|
Yang M, Tang Y, Zhu P, Lu H, Wan X, Guo Q, Xiao L, Liu C, Guo L, Liu W, Yang Y. The advances of E2A-PBX1 fusion in B-cell acute lymphoblastic Leukaemia. Ann Hematol 2024; 103:3385-3398. [PMID: 38148344 DOI: 10.1007/s00277-023-05595-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/17/2023] [Indexed: 12/28/2023]
Abstract
The E2A-PBX1 gene fusion is a common translocation in B-cell acute lymphoblastic leukaemia. Patients harbouring the E2A-PBX1 fusion gene typically exhibit an intermediate prognosis. Furthermore, minimal residual disease has unsatisfactory prognostic value in E2A-PBX1 B-cell acute lymphoblastic leukaemia. However, the mechanism of E2A-PBX1 in the occurrence and progression of B-cell acute lymphoblastic leukaemia is not well understood. Here, we mainly review the roles of E2A and PBX1 in the differentiation and development of B lymphocytes, the mechanism of E2A-PBX1 gene fusion in B-cell acute lymphoblastic leukaemia, and the potential therapeutic approaches.
Collapse
Affiliation(s)
- Mengting Yang
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China
| | - Yanhui Tang
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China
| | - Peng Zhu
- School of Pharmacy, Wannan Medical College, Wuhu, 241000, People's Republic of China
| | - Haiquan Lu
- The Second Hospital, Centre for Reproductive Medicine, Advanced Medical Research Institute, Key Laboratory for Experimental Teratology of the Ministry of Education, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Xiaohong Wan
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China
| | - Qulian Guo
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China
| | - Lan Xiao
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China
| | - Chunyan Liu
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China
| | - Ling Guo
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China
| | - Wenjun Liu
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China.
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China.
| | - You Yang
- Department of Paediatrics (Children Haematological Oncology), Birth Defects and Childhood Haematological Oncology Laboratory, Sichuan Clinical Research Centre for Birth Defects, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China.
- Department of Paediatrics, Southwest Medical University, Luzhou, Sichuan, China.
- The Second Hospital, Centre for Reproductive Medicine, Advanced Medical Research Institute, Key Laboratory for Experimental Teratology of the Ministry of Education, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
| |
Collapse
|
40
|
Eadie LN, Lagonik E, Page EC, Schutz CE, Heatley SL, McClure BJ, Forgione MO, Yeung DT, Hughes TP, White DL. Asciminib is a novel inhibitor of ABL1 and ABL2 gene fusions in ALL but requires the ABL SH3 domain for efficacy. Blood 2024; 144:1022-1026. [PMID: 38848536 DOI: 10.1182/blood.2024024776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 05/24/2024] [Accepted: 05/30/2024] [Indexed: 06/09/2024] Open
Affiliation(s)
- Laura N Eadie
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Elias Lagonik
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Sciences, Engineering and Technology, The University of Adelaide, Adelaide, Australia
| | - Elyse C Page
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Caitlin E Schutz
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
| | - Susan L Heatley
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Barbara J McClure
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Michelle O Forgione
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - David T Yeung
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
- Australasian Leukaemia and Lymphoma Group, Melbourne, Australia
- Haematology Department, Royal Adelaide Hospital, Adelaide, Australia
| | - Timothy P Hughes
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
- Australasian Leukaemia and Lymphoma Group, Melbourne, Australia
- Haematology Department, Royal Adelaide Hospital, Adelaide, Australia
| | - Deborah L White
- Blood Cancer Program, Precision Cancer Medicine Theme, South Australian Health and Medical Research Institute, Adelaide, Australia
- Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
- Australasian Leukaemia and Lymphoma Group, Melbourne, Australia
| |
Collapse
|
41
|
Pan L, Chen Y, Weng K, Guo B, Zhuang S, Huang S, Lian Z, Wang X, Li N, Zheng Y. Prognostic significance and treatment strategies for IKZF1 deletion in pediatric B-cell precursor acute lymphoblastic leukemia. BMC Cancer 2024; 24:1070. [PMID: 39210321 PMCID: PMC11363382 DOI: 10.1186/s12885-024-12828-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND The predictive importance of IKZF1del in pediatric B-cell precursor acute lymphoblastic leukemia (BCP-ALL) has shown variability across different studies. Thus, the optimal treatment approach for children with IKZF1del BCP-ALL remains contentious, with the ongoing debate surrounding the use of IKZF1del-based high-risk stratification versus a minimal residual disease (MRD)-guided protocol. METHODS IKZF1 status was reliably determined in 804 patients using multiplex ligation-dependent probe amplification (MLPA) data obtained from four hospitals in Fujian, a province of China. In the Chinese Children Leukemia Group (CCLG)-ALL 2008 cohort, IKZF1 status was included in the risk assignment, with all IKZF1del patients receiving a high-risk regimen. Conversely, in the Chinese Children's Cancer Group (CCCG)-ALL 2015 cohort, IKZF1del was not incorporated into the risk assignment, and patients were treated based on an MRD-guided risk stratification protocol. RESULTS IKZF1del was found in 86 patients (86/804, 10.7%) overall and in 30 (30/46, 65.2%) BCR::ABL1-positive patients. Overall, IKZF1del was a poor prognostic predictor for patients, though the significance diminished upon age adjustment, white blood cell (WBC) count at diagnosis, treatment group, and MRD status. In the CCLG-ALL 2008 cohort, IKZF1del conferred a notably lower 5-year overall survival (OS) and event-free survival (EFS) and a significantly higher 5-year cumulative incidence of relapse (CIR) than IKZF1wt. In the CCLG-ALL 2015 cohort, IKZF1del conferred a lower 5-year OS and EFS and a higher 5-year CIR than IKZF1wt, but the differences were insignificant. The IKZF1del patients treated with higher intensity chemotherapy (CCLG-ALL 2008 high-risk regimen) had a markedly lower 5-year OS and EFS compared with those treated with the MRD-guided protocol (CCCG-ALL 2015 protocol). Furthermore, patients treated with the CCLG-ALL 2008 high-risk regimen experienced a higher frequency of serious adverse events (SAEs), especially infection-related SAEs, compared with those treated with the CCCG-ALL 2015 MRD-guided protocol. CONCLUSIONS The prognostic effect of IKZF1del may vary in different protocols. Compared with higher intensity chemotherapy, the MRD-guided protocol may be a more effective approach to treating BCP-ALL with IKZF1del in children.
Collapse
Affiliation(s)
- Lili Pan
- Fujian Provincial Key Laboratory on Hematology, Fujian Institute of Hematology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Yiqiao Chen
- Fujian Provincial Key Laboratory on Hematology, Fujian Institute of Hematology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Kaizhi Weng
- Department of Pediatric Hematology, Rheumatology and Nephrology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, China
| | - Biyun Guo
- Department of Pediatrics, the First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Shuquan Zhuang
- Department of Pediatrics, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China
| | - Shuxian Huang
- Department of Pediatric Hematology, Rheumatology and Nephrology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, China
| | - Zhulan Lian
- Department of Pediatrics, the First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Xiaofang Wang
- Department of Pediatrics, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China
| | - Nainong Li
- Fujian Provincial Key Laboratory on Hematology, Fujian Institute of Hematology, Fujian Medical University Union Hospital, Fuzhou, China.
| | - Yongzhi Zheng
- Fujian Provincial Key Laboratory on Hematology, Fujian Institute of Hematology, Fujian Medical University Union Hospital, Fuzhou, China.
| |
Collapse
|
42
|
He GQ, Lei YP, Huang DW, Gao J, Yang R. Philadelphia chromosome-like acute lymphoblastic leukemia with concomitant rearrangements of CRLF2 and ABL1: a pediatric case report. BMC Pediatr 2024; 24:517. [PMID: 39127642 PMCID: PMC11316372 DOI: 10.1186/s12887-024-04991-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 08/01/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND BCR::ABL1-like or Philadelphia chromosome-like (Ph-like) acute lymphoblastic leukemia (ALL) was first reported in 2009. Ph-like ALL is characterized by gene signature similar to Philadelphia chromosome ALL, but without BCR::ABL1 fusions. Molecularly, Ph-like ALL is divided into seven categories, with CRLF2 and ABL-class rearrangements being the two most common subtypes, exhibiting alterations in distinct downstream signaling cascades. CASE PRESENTATION We report a rare case of pediatric Ph-like ALL with concomitant CRLF2 and ABL1 rearrangements. CRLF2 was fused with P2RY8, its most common fusion partner, whereas ABL1 was fused with MYO18B, a novel fusion partner that has not been previously reported. The 4-year-old female patient was treated using the national multicenter CCCG-ALL-2020 protocol with the addition of dasatinib at the end of induction when ABL1 rearrangement was confirmed by RNA-seq. Morphologically and molecularly, the patient remained in continuous remission until the last follow-up. To the best of our knowledge, this is the first case of Ph-like ALL harboring two distinct rearrangement categories. CONCLUSIONS Our results identified that ABL1 rearrangement and CRLF2 rearrangement can coexist. The application of FISH, whole transcription sequencing, PCR can help us to have a more comprehensive understanding of ALL cytogenetics and molecular biology. Further studies are needed to explore the role of targeted therapies in such rare clinical scenarios.
Collapse
Affiliation(s)
- Guo-Qian He
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Ministry of Education, Sichuan University, Chengdu, China
- Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Yu-Peng Lei
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Ministry of Education, Sichuan University, Chengdu, China
- Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Duo-Wen Huang
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Ministry of Education, Sichuan University, Chengdu, China
- Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Ju Gao
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Ministry of Education, Sichuan University, Chengdu, China
- Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Rong Yang
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, West China Second University Hospital, Ministry of Education, Sichuan University, Chengdu, China.
- Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China.
| |
Collapse
|
43
|
Ramani M, Singh RK, Shrivastva S, Ribeyron L, Gupta SK, Roy A. A pre-B acute lymphoblastic leukemia cell line model reveals the mechanism of thalidomide therapy-related B-cell leukemogenesis. J Biol Chem 2024; 300:107578. [PMID: 39029626 PMCID: PMC11367411 DOI: 10.1016/j.jbc.2024.107578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 05/21/2024] [Accepted: 06/19/2024] [Indexed: 07/21/2024] Open
Abstract
Lenalidomide, a thalidomide derivative, is prescribed as maintenance therapy for multiple myeloma (MM). Patients with MM receiving lenalidomide were found to develop a distinct therapy-related B cell acute lymphoblastic leukemia (B-ALL). However, the molecular mechanism by which lenalidomide drives B-ALL is unknown. We show that thalidomide treatment of B cell lines increased CD34 expression and fibronectin adhesion. This resembled the effects of Ikzf1 loss of function mutations in B-ALL. IKZF1 is a transcription factor that can act as both a transcriptional activator and a repressor depending upon the target loci. In our experiments, thalidomide-induced degradation of IKZF1 increased the expression of its transcriptional repression targets Itga5 and CD34 explaining the increased adhesion and stemness. Strikingly, withdrawal of thalidomide lead to the mis-localization of IKZF1 to the cytoplasm. Moreover, chromatin immunoprecipitation data showed a long-term effect of thalidomide treatment on IKZF1 target loci. This included decreased chromatin occupancy at early B cell factor 1 (EBF1) and Spi1 (PU.1). Consequently, B-cell lineage specifying transcription factors including Pax5, Spi1 and EBF1 were downregulated even after 7 days of thalidomide withdrawal. Our study thus provides a molecular mechanism of thalidomide-induced B-ALL whereby thalidomide alters the chromatin occupancy of IKZF1 at key B-cell lineage transcription factors leading to a persistent block in B-cell differentiation.
Collapse
Affiliation(s)
- Malvika Ramani
- Kusuma School of Biological Sciences, Indian Institute of Technology, New Delhi, India
| | - Rishi Kant Singh
- Kusuma School of Biological Sciences, Indian Institute of Technology, New Delhi, India
| | - Saurabh Shrivastva
- Kusuma School of Biological Sciences, Indian Institute of Technology, New Delhi, India
| | - Louis Ribeyron
- Kusuma School of Biological Sciences, Indian Institute of Technology, New Delhi, India; Faculty of Sciences and Engineering, Sorbonne Université, Paris, France
| | | | - Anita Roy
- Kusuma School of Biological Sciences, Indian Institute of Technology, New Delhi, India.
| |
Collapse
|
44
|
Ehm PAH, Horn S, Hoffer K, Kriegs M, Horn M, Giehler S, Nalaskowski M, Rehbach C, Horstmann MA, Jücker M. Ikaros sets the threshold for negative B-cell selection by regulation of the signaling strength of the AKT pathway. Cell Commun Signal 2024; 22:360. [PMID: 38992657 PMCID: PMC11241878 DOI: 10.1186/s12964-024-01732-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 07/02/2024] [Indexed: 07/13/2024] Open
Abstract
Inhibitory phosphatases, such as the inositol-5-phosphatase SHIP1 could potentially contribute to B-cell acute lymphoblastic leukemia (B-ALL) by raising the threshold for activation of the autoimmunity checkpoint, allowing malignant cells with strong oncogenic B-cell receptor signaling to escape negative selection. Here, we show that SHIP1 is differentially expressed across B-ALL subtypes and that high versus low SHIP1 expression is associated with specific B-ALL subgroups. In particular, we found high SHIP1 expression in both, Philadelphia chromosome (Ph)-positive and ETV6-RUNX1-rearranged B-ALL cells. As demonstrated by targeted knockdown of SHIP1 by RNA interference, proliferation of B-ALL cells in vitro and their tumorigenic spread in vivo depended in part on SHIP1 expression. We investigated the regulation of SHIP1, as an important antagonist of the AKT signaling pathway, by the B-cell-specific transcription factor Ikaros. Targeted restoration of Ikaros and pharmacological inhibition of the antagonistic casein kinase 2, led to a strong reduction in SHIP1 expression and at the same time to a significant inhibition of AKT activation and cell growth. Importantly, the tumor suppressive function of Ikaros was enhanced by a SHIP1-dependent additive effect. Furthermore, our study shows that all three AKT isoforms contribute to the pro-mitogenic and anti-apoptotic signaling in B-ALL cells. Conversely, hyperactivation of a single AKT isoform is sufficient to induce negative selection by increased oxidative stress. In summary, our study demonstrates the regulatory function of Ikaros on SHIP1 expression in B-ALL and highlights the relevance of sustained SHIP1 expression to prevent cells with hyperactivated PI3K/AKT/mTOR signaling from undergoing negative selection.
Collapse
Affiliation(s)
- Patrick A H Ehm
- Institute of Biochemistry and Signal Transduction, Center for Experimental Medicine, University Medical Center Hamburg-Eppendorf, Martinistr. 52, Hamburg, 20246, Germany.
- Department of Pediatric Oncology and Hematology, Research Institute Children's Cancer Center Hamburg, University Medical Center, Hamburg, 20246, Germany.
| | - Stefan Horn
- Research Department Cell and Gene Therapy, Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany
| | - Konstantin Hoffer
- UCCH Kinomics Core Facility, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany
- Department of Radiotherapy and Radiation Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany
| | - Malte Kriegs
- UCCH Kinomics Core Facility, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany
- Department of Radiotherapy and Radiation Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany
| | - Michael Horn
- University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany
- Mildred Scheel Cancer Career Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, 20246, Germany
| | - Susanne Giehler
- Institute of Biochemistry and Signal Transduction, Center for Experimental Medicine, University Medical Center Hamburg-Eppendorf, Martinistr. 52, Hamburg, 20246, Germany
| | - Marcus Nalaskowski
- Institute of Biochemistry and Signal Transduction, Center for Experimental Medicine, University Medical Center Hamburg-Eppendorf, Martinistr. 52, Hamburg, 20246, Germany
| | - Christoph Rehbach
- Institute of Biochemistry and Signal Transduction, Center for Experimental Medicine, University Medical Center Hamburg-Eppendorf, Martinistr. 52, Hamburg, 20246, Germany
- Department of Human Medicine, MSH Medical School Hamburg, Hamburg, Germany
| | - Martin A Horstmann
- Department of Pediatric Oncology and Hematology, Research Institute Children's Cancer Center Hamburg, University Medical Center, Hamburg, 20246, Germany
| | - Manfred Jücker
- Institute of Biochemistry and Signal Transduction, Center for Experimental Medicine, University Medical Center Hamburg-Eppendorf, Martinistr. 52, Hamburg, 20246, Germany
| |
Collapse
|
45
|
Garcia C, Miller-Awe MD, Witkowski MT. Concepts in B cell acute lymphoblastic leukemia pathogenesis. J Leukoc Biol 2024; 116:18-32. [PMID: 38243586 PMCID: PMC11869204 DOI: 10.1093/jleuko/qiae015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 12/22/2023] [Accepted: 01/08/2024] [Indexed: 01/21/2024] Open
Abstract
B cell acute lymphoblastic leukemia (B-ALL) arises from genetic alterations impacting B cell progenitors, ultimately leading to clinically overt disease. Extensive collaborative efforts in basic and clinical research have significantly improved patient prognoses. Nevertheless, a subset of patients demonstrate resistance to conventional chemotherapeutic approaches and emerging immunotherapeutic interventions. This review highlights the mechanistic underpinnings governing B-ALL transformation. Beginning with exploring normative B cell lymphopoiesis, we delineate the influence of recurrent germline and somatic genetic aberrations on the perturbation of B cell progenitor differentiation and protumorigenic signaling, thereby facilitating the neoplastic transformation underlying B-ALL progression. Additionally, we highlight recent advances in the multifaceted landscape of B-ALL, encompassing metabolic reprogramming, microbiome influences, inflammation, and the discernible impact of socioeconomic and racial disparities on B-ALL transformation and patient survival.
Collapse
Affiliation(s)
- Clarissa Garcia
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO 80045, United States
| | - Megan D. Miller-Awe
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO 80045, United States
| | - Matthew T. Witkowski
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, 12800 East 19th Avenue, Aurora, CO 80045, United States
| |
Collapse
|
46
|
Feng L, Zhang H, Liu T. Multifaceted roles of IKZF1 gene, perspectives from bench to bedside. Front Oncol 2024; 14:1383419. [PMID: 38978740 PMCID: PMC11228169 DOI: 10.3389/fonc.2024.1383419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 06/10/2024] [Indexed: 07/10/2024] Open
Abstract
The IKZF1 gene encodes a transcription factor that belongs to the family of zinc-finger DNA-binding proteins associated with chromatin remodeling. The protein product, IKAROS, had been proved to regulate lymphopoiesis. Subsequent mouse model studies have further confirmed its regulating role in lymphopoiesis as well as in hematopoiesis; besides, it associates with immune function, certain immune disorders like common variable immunodeficiency and dysgammaglobulinemia have been proved to be associated with germline IKZF1 mutations. Dysfunction of IKAROS also bears paramount significance in leukemic transformation and alterations of IKZF1 gene predicts a poor prognosis in hematological malignancies. As an independent prognostic marker, IKZF1 has been incorporated in the risk stratification of BCP-ALL and stratification-guided therapy has also been generated. In this review, we provide a concise and comprehensive overview on the multifaceted roles of IKZF1 gene.
Collapse
Affiliation(s)
| | | | - Ting Liu
- Department of Hematology, Institute of Hematology, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| |
Collapse
|
47
|
Carey-Smith SL, Kotecha RS, Cheung LC, Malinge S. Insights into the Clinical, Biological and Therapeutic Impact of Copy Number Alteration in Cancer. Int J Mol Sci 2024; 25:6815. [PMID: 38999925 PMCID: PMC11241182 DOI: 10.3390/ijms25136815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 06/15/2024] [Accepted: 06/17/2024] [Indexed: 07/14/2024] Open
Abstract
Copy number alterations (CNAs), resulting from the gain or loss of genetic material from as little as 50 base pairs or as big as entire chromosome(s), have been associated with many congenital diseases, de novo syndromes and cancer. It is established that CNAs disturb the dosage of genomic regions including enhancers/promoters, long non-coding RNA and gene(s) among others, ultimately leading to an altered balance of key cellular functions. In cancer, CNAs have been associated with almost all steps of the disease: predisposition, initiation, development, maintenance, response to treatment, resistance, and relapse. Therefore, understanding how specific CNAs contribute to tumourigenesis may provide prognostic insight and ultimately lead to the development of new therapeutic approaches to improve patient outcomes. In this review, we provide a snapshot of what is currently known about CNAs and cancer, incorporating topics regarding their detection, clinical impact, origin, and nature, and discuss the integration of innovative genetic engineering strategies, to highlight the potential for targeting CNAs using novel, dosage-sensitive and less toxic therapies for CNA-driven cancer.
Collapse
Affiliation(s)
- Shannon L. Carey-Smith
- Telethon Kids Cancer Centre, Telethon Kids Institute, Perth, WA 6009, Australia; (S.L.C.-S.); (R.S.K.); (L.C.C.)
- Curtin Medical School, Curtin University, Perth, WA 6102, Australia
| | - Rishi S. Kotecha
- Telethon Kids Cancer Centre, Telethon Kids Institute, Perth, WA 6009, Australia; (S.L.C.-S.); (R.S.K.); (L.C.C.)
- Curtin Medical School, Curtin University, Perth, WA 6102, Australia
- Department of Clinical Haematology, Oncology, Blood and Marrow Transplantation, Perth Children’s Hospital, Perth, WA 6009, Australia
- UWA Medical School, University of Western Australia, Perth, WA 6009, Australia
| | - Laurence C. Cheung
- Telethon Kids Cancer Centre, Telethon Kids Institute, Perth, WA 6009, Australia; (S.L.C.-S.); (R.S.K.); (L.C.C.)
- Curtin Medical School, Curtin University, Perth, WA 6102, Australia
- Curtin Health Innovation Research Institute, Curtin University, Perth, WA 6102, Australia
| | - Sébastien Malinge
- Telethon Kids Cancer Centre, Telethon Kids Institute, Perth, WA 6009, Australia; (S.L.C.-S.); (R.S.K.); (L.C.C.)
- Curtin Medical School, Curtin University, Perth, WA 6102, Australia
- UWA Medical School, University of Western Australia, Perth, WA 6009, Australia
| |
Collapse
|
48
|
Pagliaro L, Chen SJ, Herranz D, Mecucci C, Harrison CJ, Mullighan CG, Zhang M, Chen Z, Boissel N, Winter SS, Roti G. Acute lymphoblastic leukaemia. Nat Rev Dis Primers 2024; 10:41. [PMID: 38871740 DOI: 10.1038/s41572-024-00525-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/01/2024] [Indexed: 06/15/2024]
Abstract
Acute lymphoblastic leukaemia (ALL) is a haematological malignancy characterized by the uncontrolled proliferation of immature lymphoid cells. Over past decades, significant progress has been made in understanding the biology of ALL, resulting in remarkable improvements in its diagnosis, treatment and monitoring. Since the advent of chemotherapy, ALL has been the platform to test for innovative approaches applicable to cancer in general. For example, the advent of omics medicine has led to a deeper understanding of the molecular and genetic features that underpin ALL. Innovations in genomic profiling techniques have identified specific genetic alterations and mutations that drive ALL, inspiring new therapies. Targeted agents, such as tyrosine kinase inhibitors and immunotherapies, have shown promising results in subgroups of patients while minimizing adverse effects. Furthermore, the development of chimeric antigen receptor T cell therapy represents a breakthrough in ALL treatment, resulting in remarkable responses and potential long-term remissions. Advances are not limited to treatment modalities alone. Measurable residual disease monitoring and ex vivo drug response profiling screening have provided earlier detection of disease relapse and identification of exceptional responders, enabling clinicians to adjust treatment strategies for individual patients. Decades of supportive and prophylactic care have improved the management of treatment-related complications, enhancing the quality of life for patients with ALL.
Collapse
Affiliation(s)
- Luca Pagliaro
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Translational Hematology and Chemogenomics (THEC), University of Parma, Parma, Italy
- Hematology and BMT Unit, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Sai-Juan Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China
| | - Daniel Herranz
- Rutgers Cancer Institute of New Jersey, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, USA
| | - Cristina Mecucci
- Department of Medicine, Hematology and Clinical Immunology, University of Perugia, Perugia, Italy
| | - Christine J Harrison
- Leukaemia Research Cytogenetics Group, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Charles G Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ming Zhang
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China
| | - Zhu Chen
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China
| | - Nicolas Boissel
- Hôpital Saint-Louis, APHP, Institut de Recherche Saint-Louis, Université Paris Cité, Paris, France
| | - Stuart S Winter
- Children's Minnesota Cancer and Blood Disorders Program, Minneapolis, MN, USA
| | - Giovanni Roti
- Department of Medicine and Surgery, University of Parma, Parma, Italy.
- Translational Hematology and Chemogenomics (THEC), University of Parma, Parma, Italy.
- Hematology and BMT Unit, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy.
| |
Collapse
|
49
|
Ma L, Yin C, Zhang Y, Li J, Shi L, Zhou T, Huang X, Liu Y, Cao J, Wu G, Gu H, He L. KCTD5 regulates Ikaros degradation induced by chemotherapeutic drug etoposide in hematological cells. Biol Chem 2024; 405:341-349. [PMID: 38424700 DOI: 10.1515/hsz-2023-0333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 01/29/2024] [Indexed: 03/02/2024]
Abstract
Therapy-related leukemia carries a poor prognosis, and leukemia after chemotherapy is a growing risk in clinic, whose mechanism is still not well understood. Ikaros transcription factor is an important regulator in hematopoietic cells development and differentiation. In the absence of Ikaros, lymphoid cell differentiation is blocked at an extremely early stage, and myeloid cell differentiation is also significantly affected. In this work, we showed that chemotherapeutic drug etoposide reduced the protein levels of several isoforms of Ikaros including IK1, IK2 and IK4, but not IK6 or IK7, by accelerating protein degradation, in leukemic cells. To investigate the molecular mechanism of Ikaros degradation induced by etoposide, immunoprecipitation coupled with LC-MS/MS analysis was conducted to identify changes in protein interaction with Ikaros before and after etoposide treatment, which uncovered KCTD5 protein. Our further study demonstrates that KCTD5 is the key stabilizing factor of Ikaros and chemotherapeutic drug etoposide induces Ikaros protein degradation through decreasing the interaction of Ikaros with KCTD5. These results suggest that etoposide may induce leukemic transformation by downregulating Ikaros via KCTD5, and our work may provide insights to attenuate the negative impact of chemotherapy on hematopoiesis.
Collapse
Affiliation(s)
- Lan Ma
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
- Department of Nephropathy, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou 310007, China
| | - Changqing Yin
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Yi Zhang
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Jie Li
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Liuzhi Shi
- Department of Clinical Laboratory, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Tong Zhou
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Xixi Huang
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Yaqi Liu
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Jiawei Cao
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Guang Wu
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Haihua Gu
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| | - Licai He
- Key Laboratory of Laboratory Medicine, Ministry of Education, Wenzhou Key Laboratory of Cancer Pathogenesis and Translation, School of Laboratory Medical and Life Science, Wenzhou Medical University, Wenzhou 325035, China
| |
Collapse
|
50
|
Lee Y, Baughn LB, Myers CL, Sachs Z. Machine learning analysis of gene expression reveals TP53 Mutant-like AML with wild type TP53 and poor prognosis. Blood Cancer J 2024; 14:80. [PMID: 38744822 PMCID: PMC11094182 DOI: 10.1038/s41408-024-01061-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/19/2024] [Accepted: 04/23/2024] [Indexed: 05/16/2024] Open
Affiliation(s)
- Yoonkyu Lee
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
- Bioinformatics and Computational Biology Program, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Linda B Baughn
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Chad L Myers
- Bioinformatics and Computational Biology Program, University of Minnesota, Minneapolis, MN, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA
| | - Zohar Sachs
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
- Bioinformatics and Computational Biology Program, University of Minnesota, Minneapolis, MN, USA.
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.
| |
Collapse
|