1
|
Nowakowska AM, Leszczenko P, Pastorczak A, Urbańska Z, Jakubowska J, Ząbczyńska M, Mlynarski W, Baranska M, Ostrowska K, Majzner K. Exploring Biochemical Characteristics of Pediatric Hyperdiploid Acute Lymphoblastic Leukemia by Raman Spectroscopy. Anal Chem 2025; 97:10319-10327. [PMID: 40340365 PMCID: PMC12096350 DOI: 10.1021/acs.analchem.5c00410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 03/27/2025] [Accepted: 05/03/2025] [Indexed: 05/10/2025]
Abstract
Hyperdiploid (HD) B-cell acute lymphoblastic leukemia (ALL) is widely recognized as the most common molecular subtype of leukemia, characterized by the presence of supernumerary chromosomes in the leukemic karyotype. While HD B-ALL is often associated with a favorable prognosis, an important subset of patients still experience relapse, reflecting the biological heterogeneity of this subtype. Current genomic and epigenetic research has shed light on the molecular complexity of HD B-ALL, yet rapid methods for capturing both the metabolic state and the chromosomal content of individual cells remain limited. Here, we introduce a novel Raman spectroscopy (RS)-based approach for the single-cell analysis of HD B-ALL. By detecting characteristic spectroscopic signatures of nucleic acids, proteins, and lipids, RS not only distinguishes malignant cells from normal B cells, but also discriminates between HD B-ALL and other molecular subtypes, including TCF3-PBX1, KMT2A-r, BCR-ABL1, and TEL-AML1. Notably, we developed a partial least-squares regression (PLS-R) model capable of accurately predicting chromosome number from each cell's Raman spectrum, thereby linking molecular fingerprints directly to genomic aberrations. This integrative spectroscopic strategy captures disease heterogeneity and informs therapeutic strategies. Taken together, our proof-of-concept findings highlight RS as a powerful, noninvasive tool for quantifying chromosomal alterations and metabolic phenotypes, adding crucial insights into the complex biology of HD B-ALL and paving the way for broader applications in precision medicine.
Collapse
Affiliation(s)
- Anna M. Nowakowska
- Faculty
of Chemistry, Jagiellonian University in
Krakow, Gronostajowa 2, 30-387Krakow, Poland
| | - Patrycja Leszczenko
- Faculty
of Chemistry, Jagiellonian University in
Krakow, Gronostajowa 2, 30-387Krakow, Poland
- Doctoral
School of Exact and Natural Sciences, Jagiellonian
University in Krakow, Lojasiewicza 11, 30-348Krakow, Poland
| | - Agata Pastorczak
- Department
of Genetic Predisposition to Cancer, Medical
University of Lodz, Czechoslowacka
4, 92-216Lodz, Poland
| | - Zuzanna Urbańska
- Department
of Pediatrics, Oncology and Hematology, Medical University of Lodz, Czechoslowacka 4, 92-216Lodz, Poland
- Department
of Genetic Predisposition to Cancer, Medical
University of Lodz, Czechoslowacka
4, 92-216Lodz, Poland
| | - Justyna Jakubowska
- Department
of Pediatrics, Oncology and Hematology, Medical University of Lodz, Czechoslowacka 4, 92-216Lodz, Poland
| | - Marta Ząbczyńska
- Department
of Pediatrics, Oncology and Hematology, Medical University of Lodz, Czechoslowacka 4, 92-216Lodz, Poland
| | - Wojciech Mlynarski
- Department
of Pediatrics, Oncology and Hematology, Medical University of Lodz, Czechoslowacka 4, 92-216Lodz, Poland
| | - Malgorzata Baranska
- Faculty
of Chemistry, Jagiellonian University in
Krakow, Gronostajowa 2, 30-387Krakow, Poland
| | - Kinga Ostrowska
- Department
of Pediatrics, Oncology and Hematology, Medical University of Lodz, Czechoslowacka 4, 92-216Lodz, Poland
| | - Katarzyna Majzner
- Faculty
of Chemistry, Jagiellonian University in
Krakow, Gronostajowa 2, 30-387Krakow, Poland
| |
Collapse
|
2
|
Gagnon MF, Tonk SS, Carcamo B, Bustamante D, Stein M, Johnson SH, Vasmatzis G, Zepeda-Mendoza CJ, Greipp PT, Xu X, Ketterling RP, Peterson JF, Wang W, Liu YJ, Tonk V, Tsuchiya K, Chavali S, Baughn LB. False positive NUP98 fluorescence in situ hybridization rearrangements in B-acute lymphoblastic leukemia. Cancer Genet 2025; 292-293:57-64. [PMID: 39892372 DOI: 10.1016/j.cancergen.2025.01.006] [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: 06/23/2024] [Revised: 01/24/2025] [Accepted: 01/25/2025] [Indexed: 02/03/2025]
Abstract
Gene fusions involving NUP98 have been reported in several hematologic malignancies yet have been very rarely reported in B-acute lymphoblastic leukemia (B-ALL). Two cases of B-ALL for which chromosome banding analysis (CBA) and fluorescence in situ hybridization (FISH) suggested apparent NUP98 rearrangements were further investigated with next-generation sequencing-based methodologies to verify the findings obtained with traditional cytogenetic methodologies. In the first case, CBA revealed a hyperdiploid karyotype with multiple structural abnormalities including additional material of unknown origin at 11p15; subsequent break-apart probe (BAP) FISH for NUP98 demonstrated 2 intact fusion signals and a single separate 5'NUP98 signal. However, whole-genome sequencing found no evidence of a NUP98 gene fusion. The results obtained with conventional cytogenetic methodologies were in fact attributable to structural variants (SV) with breakpoints not within NUP98 but within the 5'NUP98 BAP probe-binding sequence. In the second case, CBA revealed several structural and numeric abnormalities including a complex translocation between chromosomes 11 (at 11p15.4) and 19 (at 19p13.3) and an insertion of unknown material at 11p15.4. BAP FISH demonstrated a typical FISH signal pattern consistent with an apparent NUP98 rearrangement. However, no evidence of a NUP98 fusion was found on RNA sequencing. In conclusion, the two cases thus presented with clinical false positive NUP98 rearrangements by FISH. In the clinical laboratory, SVs in the vicinity of genes involved in recurrent rearrangements in hematologic malignancies may result in misleading results with conventional chromosome methodologies. This may preclude an accurate definition of the genetic attributes of malignancies with ensuing impacts on risk stratification and management. Higher-resolution testing methodologies such as whole-genome sequencing and RNA sequencing may be helpful in resolving unexpected results with conventional chromosome methodologies and enhancing the accuracy of genetic characterization of hematological malignancies in the clinical laboratory.
Collapse
Affiliation(s)
- Marie-France Gagnon
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Sahil S Tonk
- Department of Pediatrics-Genetics and Cytogenomics, Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Benjamin Carcamo
- Department of Pediatrics, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Daniel Bustamante
- Department of Pathology, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Mariam Stein
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Sarah H Johnson
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - George Vasmatzis
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Cinthya J Zepeda-Mendoza
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Patricia T Greipp
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Xinjie Xu
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Rhett P Ketterling
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Jess F Peterson
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Wenjing Wang
- Department of Laboratory Medicine and Pathology, Clinical Genomics Laboratory, University of Washington, Seattle, WA, USA
| | - Yajuan J Liu
- Department of Laboratory Medicine and Pathology, Clinical Genomics Laboratory, University of Washington, Seattle, WA, USA
| | - Vijay Tonk
- Department of Pediatrics-Genetics and Cytogenomics, Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Karen Tsuchiya
- Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Santosh Chavali
- Department of Pediatrics-Genetics and Cytogenomics, Texas Tech University Health Sciences Center, Lubbock, TX, USA.
| | - Linda B Baughn
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| |
Collapse
|
3
|
Aertgeerts M, Meyers S, Gielen O, Lamote J, Dewaele B, Tajdar M, Maertens J, De Bie J, De Keersmaecker K, Boeckx N, Michaux L, Uyttebroeck A, Demeyer S, Segers H, Cools J. Single-cell DNA and surface protein characterization of high hyperdiploid acute lymphoblastic leukemia at diagnosis and during treatment. Hemasphere 2025; 9:e70085. [PMID: 39944233 PMCID: PMC11814536 DOI: 10.1002/hem3.70085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 11/27/2024] [Accepted: 12/22/2024] [Indexed: 02/19/2025] Open
Abstract
High hyperdiploid (HeH) B-cell acute lymphoblastic leukemia (B-ALL) is the most prevalent subtype of childhood ALL. This leukemia is characterized by trisomies and tetrasomies of specific chromosomes and additional point mutations. Here, we used single-cell targeted DNA and antibody sequencing to determine the clonal evolution of HeH B-ALL during development and chemotherapy treatment. Chromosomal copy number changes were mostly stable over all the leukemia cells, while mutations were typically subclonal. Within all 13 cases, at least one RAS mutant (KRAS or NRAS) subclone was detected (range: 1 to 4 subclones with RAS mutations), indicating the importance of RAS signaling in HeH B-ALL development. NSD2 mutations were detected in 4 out of 13 cases and always in a subclone with RAS signaling mutations. Single-cell DNA sequencing detected residual leukemia cells during chemotherapy treatment, and analysis of chromosomal copy number changes aided in the accurate detection of these cells. Our single-cell data demonstrate that chromosomal changes are acquired prior to additional mutations and that RAS signaling mutations are present in all HeH cases, often as subclonal mutations. This single-cell multi-omics study enabled us to extensively characterize the genetic and surface protein heterogeneity in patients with HeH B-ALL.
Collapse
Affiliation(s)
- Margo Aertgeerts
- Department of OncologyKU LeuvenLeuvenBelgium
- Center for Cancer BiologyVIBLeuvenBelgium
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
| | - Sarah Meyers
- Center for Cancer BiologyVIBLeuvenBelgium
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
- Department of Human GeneticsKU LeuvenLeuvenBelgium
| | - Olga Gielen
- Center for Cancer BiologyVIBLeuvenBelgium
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
- Department of Human GeneticsKU LeuvenLeuvenBelgium
| | - Jochen Lamote
- Center for Cancer BiologyVIBLeuvenBelgium
- VIB Flow Core LeuvenVIB TechnologiesLeuvenBelgium
| | - Barbara Dewaele
- Department of Human GeneticsKU LeuvenLeuvenBelgium
- Center of Human GeneticsUZ LeuvenLeuvenBelgium
| | - Mercedeh Tajdar
- Department of Microbiology, Immunology and TransplantationKU LeuvenLeuvenBelgium
- Department of Laboratory MedicineUZ LeuvenLeuvenBelgium
| | - Johan Maertens
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
- Department of Microbiology, Immunology and TransplantationKU LeuvenLeuvenBelgium
- Department of HematologyUZ LeuvenLeuvenBelgium
| | | | - Kim De Keersmaecker
- Department of OncologyKU LeuvenLeuvenBelgium
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
| | - Nancy Boeckx
- Department of OncologyKU LeuvenLeuvenBelgium
- Department of Laboratory MedicineUZ LeuvenLeuvenBelgium
| | - Lucienne Michaux
- Department of Human GeneticsKU LeuvenLeuvenBelgium
- Center of Human GeneticsUZ LeuvenLeuvenBelgium
| | - Anne Uyttebroeck
- Department of OncologyKU LeuvenLeuvenBelgium
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
- Department of Pediatric Hematology and OncologyUZ LeuvenLeuvenBelgium
| | - Sofie Demeyer
- Center for Cancer BiologyVIBLeuvenBelgium
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
- Department of Human GeneticsKU LeuvenLeuvenBelgium
| | - Heidi Segers
- Department of OncologyKU LeuvenLeuvenBelgium
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
- Department of Pediatric Hematology and OncologyUZ LeuvenLeuvenBelgium
| | - Jan Cools
- Center for Cancer BiologyVIBLeuvenBelgium
- Leuvens Kanker Instituut (LKI)KU Leuven – UZ LeuvenLeuvenBelgium
- Department of Human GeneticsKU LeuvenLeuvenBelgium
| |
Collapse
|
4
|
Kebede AM, Garfinkle EAR, Mathew MT, Varga E, Colace SI, Wheeler G, Kelly BJ, Schieffer KM, Miller KE, Mardis ER, Cottrell CE, Potter SL. Comprehensive genomic characterization of hematologic malignancies at a pediatric tertiary care center. Front Oncol 2024; 14:1498409. [PMID: 39687881 PMCID: PMC11647012 DOI: 10.3389/fonc.2024.1498409] [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: 09/18/2024] [Accepted: 10/28/2024] [Indexed: 12/18/2024] Open
Abstract
Despite the increasing availability of comprehensive next generation sequencing (NGS), its role in characterizing pediatric hematologic malignancies remains undefined. We describe findings from comprehensive genomic profiling of hematologic malignancies at a pediatric tertiary care center. Patients enrolled on a translational research protocol to aid in cancer diagnosis, prognostication, treatment, and detection of cancer predisposition. Disease-involved samples underwent exome and RNA sequencing and analysis for single nucleotide variation, insertion/deletions, copy number alteration, structural variation, fusions, and gene expression. Twenty-eight patients with hematologic malignancies were nominated between 2018-2021. Eighteen individuals received both germline and somatic sequencing; two received germline sequencing only. Germline testing identified patients with cancer predisposition syndromes and non-cancer carrier states. Fifteen patients (15/18, 83%) had cancer-relevant somatic findings. Potential therapeutic targets were identified in seven patients (7/18, 38.9%); three (3/7, 42.9%) received targeted therapies and remain in remission an average of 47 months later.
Collapse
Affiliation(s)
- Ann M. Kebede
- Division of Pediatric Heme/Onc/BMT, Nationwide Children’s Hospital, Columbus, OH, United States
| | - Elizabeth A. R. Garfinkle
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
| | - Mariam T. Mathew
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
- Department of Pathology and Laboratory Medicine, The Ohio State University, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University, Columbus, OH, United States
| | - Elizabeth Varga
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
| | - Susan I. Colace
- Division of Pediatric Heme/Onc/BMT, Nationwide Children’s Hospital, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University, Columbus, OH, United States
| | - Gregory Wheeler
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
| | - Benjamin J. Kelly
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
| | - Kathleen M. Schieffer
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
- Department of Pathology and Laboratory Medicine, The Ohio State University, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University, Columbus, OH, United States
| | - Katherine E. Miller
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University, Columbus, OH, United States
| | - Elaine R. Mardis
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University, Columbus, OH, United States
| | - Catherine E. Cottrell
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
- Department of Pathology and Laboratory Medicine, The Ohio State University, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University, Columbus, OH, United States
| | - Samara L. Potter
- Division of Pediatric Heme/Onc/BMT, Nationwide Children’s Hospital, Columbus, OH, United States
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, OH, United States
- Department of Pediatrics, The Ohio State University, Columbus, OH, United States
| |
Collapse
|
5
|
Hu Z, Escalera‐Joy A, Ashcraft E, Acharya R, Jeha S, Cheng C, Pui C. Clinical Risk Factors for High-Dose Methotrexate-Induced Oral Mucositis Following Individualized Dosing. Cancer Med 2024; 13:e70351. [PMID: 39485718 PMCID: PMC11529650 DOI: 10.1002/cam4.70351] [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: 06/27/2024] [Revised: 09/30/2024] [Accepted: 10/08/2024] [Indexed: 11/03/2024] Open
Abstract
BACKGROUND Oral mucositis affects about 20% of children undergoing high-dose methotrexate (HDMTX) for acute lymphoblastic leukemia (ALL), despite existing management strategies. Personalized HDMTX dosing, adjusted by pharmacokinetics and leukemia risk, has reduced mucositis incidence, but variations still occur with similar 24-h methotrexate levels. METHODS This retrospective study investigated risk factors for oral mucositis under individualized methotrexate protocols. Data from patients with ≥ Grade 2 oral mucositis (CTCAE v4.0) were analyzed from the St. Jude Children's Research Hospital total 16 trial. A 1:1 case-control matching method considered age, sex, risk classification, immunophenotype, and methotrexate course. McNemar's, Bowker's symmetry, and Wilcoxon signed-rank tests were used for statistical analyses. Risk factors for recurrent mucositis were identified in a case-only analysis. RESULTS The study found significant associations between methotrexate-induced mucositis and new-onset skin rashes (p = 0.0027), fever (p = 0.0016), neutropenic fever (p = 0.0008), lower absolute neutrophil count (p < 0.0001), acute kidney injury (AKI) (p = 0.0164), delayed methotrexate clearance (p = 0.0133), and higher 42-h methotrexate levels (p = 0.0179). In the standard/high-risk group, mercaptopurine dose was also linked to mucositis (p = 0.0495). Multivariable analysis showed that skin rashes (OR 6.5, p = 0.0016), fever (OR 2.8, p = 0.009), and neutropenia (OR 2.3, p = 0.0106) were independent risk factors for mucositis. Female sex (OR 7.12, p = 0.015) and AKI (OR 3.819, p = 0.037) were associated with recurrent mucositis. CONCLUSIONS Fever, skin rashes, AKI, delayed methotrexate clearance, and higher 42-h methotrexate levels were key risk factors for HDMTX-induced oral mucositis. Skin rashes, fever, and neutropenia were independent predictors, while female sex and AKI were linked to recurrent mucositis.
Collapse
Affiliation(s)
- Zhongbo Hu
- Hospitalist Medicine Program, Department of OncologySt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Andrea M. Escalera‐Joy
- Pediatric Oncology Education Program 2023, School of MedicinePonce Health Sciences UniversityPoncePuerto Rico
| | - Emily Ashcraft
- Department of BiostatisticsSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Rushil Acharya
- Hospitalist Medicine Program, Department of OncologySt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Sima Jeha
- Department of OncologySt. Jude Children's Research HospitalMemphisTennesseeUSA
- Department of Global Pediatric MedicineSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Cheng Cheng
- Department of BiostatisticsSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Ching‐Hon Pui
- Department of OncologySt. Jude Children's Research HospitalMemphisTennesseeUSA
- Department of Global Pediatric MedicineSt. Jude Children's Research HospitalMemphisTennesseeUSA
- Department of PathologySt. Jude Children's Research HospitalMemphisTennesseeUSA
| |
Collapse
|
6
|
Zheng L, Pan C, Ma D, Shang Q, Hu T, Zhang T, Kang Q, Hu X, Cao S, Wang L, Luo H, Wang J. Overexpression of Nrf2 in bone marrow mesenchymal stem cells promotes B-cell acute lymphoblastic leukemia cells invasion and extramedullary organ infiltration through stimulation of the SDF-1/CXCR4 axis. Front Pharmacol 2024; 15:1393482. [PMID: 39081954 PMCID: PMC11286583 DOI: 10.3389/fphar.2024.1393482] [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: 02/29/2024] [Accepted: 06/19/2024] [Indexed: 08/02/2024] Open
Abstract
Background Tumor microenvironment (TME) represents the key factor inducing leukemia development. As stromal cells within the leukemia microenvironment, Bone Marrow Mesenchymal Stem Cells (BM-MSCs) can trigger leukemia progression under certain conditions. As a critical transcription factor, nuclear factor erythroid related factor 2 (Nrf2) can modulate antioxidant response and antioxidant enzyme gene expression, and prevent various oxidative changes. We previously identified a novel mechanism by which Nrf2 promotes leukemia resistance, providing a potential therapeutic target for the treatment of drug-resistant/refractory leukemias. However, the role of Nrf2 in BM-MSCs from B-cell acute lymphoblastic leukemia (B-ALL) patients has not been clearly reported. The present work focused on investigating the effect of Nrf2 overexpression within MSCs on leukemia cell invasion, extramedullary infiltration and proliferation as well as its downstream pathway. Methods Through clinical sample detection, in vitro cell experiments and in vivo animal experiments, the role of Nrf2 within MSCs within adult B-ALL cell migration and invasion and its potential molecular mechanism was explored through transcriptome sequencing analysis, RT-PCR, Western blot, cell migration, cell invasion, lentivirus transfection and other experiments. Results Nrf2 was highly expressed in BM-MSCs from patients with B-ALL as well as in BM-MSCs co-cultured with leukemia cells. Overexpression of Nrf2 within MSCs significantly promoted leukemia cell migration, invasion and proliferation. The extramedullary organ infiltration rate in B-ALL model mice receiving the combined infusion of both cell types dramatically increased relative to that of leukemia cells alone, accompanied by the significantly shortened survival time. Mechanism study found that Nrf2 overexpression within MSCs promoted PI3K-AKT/ERK1/2 phosphorylation in the downstream pathway by activating SDF-1/CXCR4 axis, ultimately leading to extramedullary infiltration of leukemia cells. Conclusion High Nrf2 expression with in MSCs enhances leukemia cell invasion and migration, which then accelerates infiltration in leukemic extramedullary organs. Targeting Nrf2 or inhibiting its downstream signal molecules may be the effective interventions for B-ALL patients treatment.
Collapse
Affiliation(s)
- Lin Zheng
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Clinical Medical School, Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Chengyun Pan
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Dan Ma
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
- Guizhou Provincial Engineering Technology Research Center for Chemical Drug R&D, Guizhou Medical University, Guiyang, China
| | - Qin Shang
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Tianzhen Hu
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Tianzhuo Zhang
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Qian Kang
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Xiuying Hu
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Shuyun Cao
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Li Wang
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Clinical Medical School, Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Hong Luo
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Clinical Medical School, Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| | - Jishi Wang
- Department of Hematology, Affiliated Hospital of Guizhou Medical University, Guiyang, China
- Department of Clinical Medical School, Guizhou Medical University, Guiyang, China
- Department of Guizhou Province Hematopoietic Stem Cell Transplantation Center and Key Laboratory of Hematological Disease Diagnostic and Treatment Centre, Guiyang, China
| |
Collapse
|
7
|
Xu M, Li S. The opportunities and challenges of using PD-1/PD-L1 inhibitors for leukemia treatment. Cancer Lett 2024; 593:216969. [PMID: 38768681 DOI: 10.1016/j.canlet.2024.216969] [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: 12/14/2023] [Revised: 05/14/2024] [Accepted: 05/15/2024] [Indexed: 05/22/2024]
Abstract
Leukemia poses a significant clinical challenge due to its swift onset, rapid progression, and treatment-related complications. Tumor immune evasion, facilitated by immune checkpoints like programmed death receptor 1/programmed death receptor ligand 1 (PD-1/PD-L1), plays a critical role in leukemia pathogenesis and progression. In this review, we summarized the research progress and therapeutic potential of PD-L1 in leukemia, focusing on targeted therapy and immunotherapy. Recent clinical trials have demonstrated promising outcomes with PD-L1 inhibitors, highlighting their role in enhancing treatment efficacy. This review discusses the implications of PD-L1 expression levels on treatment response and long-term survival rates in leukemia patients. Furthermore, we address the challenges and opportunities in immunotherapy, emphasizing the need for personalized approaches and combination therapies to optimize PD-L1 inhibition in leukemia management. Future research prospects include exploring novel treatment strategies and addressing immune-related adverse events to improve clinical outcomes in leukemia. Overall, this review provides valuable insights into the role of PD-L1 in leukemia and its potential as a therapeutic target in the evolving landscape of leukemia treatment.
Collapse
Affiliation(s)
- Mengdan Xu
- Department of Breast Cancer, Cancer Hospital of Dalian University of Technology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, 110042, China; Institute of Cancer Medicine, Dalian University of Technology, No.2 Linggong Road, Ganjingzi District, Dalian, 116024, Liaoning Province, China
| | - Shenglong Li
- Second Ward of Bone and Soft Tissue Tumor Surgery, Cancer Hospital of Dalian University of Technology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, 110042, China; The Liaoning Provincial Key Laboratory of Interdisciplinary Research on Gastrointestinal Tumor Combining Medicine with Engineering, China; Institute of Cancer Medicine, Dalian University of Technology, No.2 Linggong Road, Ganjingzi District, Dalian, 116024, Liaoning Province, China.
| |
Collapse
|
8
|
Skhoun H, El Fessikh M, El Alaoui Al Abdallaoui M, Khattab M, Belkhayat A, Chebihi ZT, Hassani A, Abilkassem R, Agadr A, Dakka N, El Baghdadi J. Cytogenetic abnormalities and TP53 and RAS gene profiles of childhood acute lymphoblastic leukemia in Morocco. Arch Pediatr 2024; 31:238-244. [PMID: 38679547 DOI: 10.1016/j.arcped.2023.11.003] [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: 06/07/2023] [Revised: 11/24/2023] [Accepted: 11/26/2023] [Indexed: 05/01/2024]
Abstract
BACKGROUND Recurrent genetic abnormalities affecting pivotal signaling pathways are the hallmark of childhood acute lymphoblastic leukemia (ALL). The identification of these aberrations remains clinically important. Therefore, we sought to determine the cytogenetic profile and the mutational status of TP53 and RAS genes among Moroccan childhood cases of ALL. METHODS In total, 35 patients with childhood ALL were enrolled in the study. The diagnosis and treatment were established in the Pediatric Hematology and Oncology Center at the Children's Hospital of Rabat. Chromosome banding analysis and fluorescence in situ hybridization were used to detect genetic aberrations. Blood samples were screened for TP53 and RAS mutations using Sanger sequencing. RESULTS Of the 35 cases, 30 were B-lineage ALL (85.7 %). Moreover, a male predominance was observed. Cytogenetic analysis revealed chromosomal anomalies in 27 cases (77.1 %). The most frequent aberrations were high hyperdiploidy and BCR/ABL rearrangement. Interestingly, we found the rare t(15;16) and the t(8;14), which are uncommon translocations in pediatric B-ALL. The mutational analysis revealed Pro72Arg (rs1042522:C > G) and Arg213Arg (rs1800372:A > G) in TP53. In correlation with cytogenetic data, rs1042522:C > G showed a significant association with the occurrence of chromosomal translocations (p = 0.04). However, no variant was detected in NRAS and KRAS genes. CONCLUSION Our findings emphasize the significance of detecting chromosomal abnormalities as relevant prognostic markers. We also suggest a low occurrence of genetic variants among Moroccan children with ALL.
Collapse
Affiliation(s)
- Hanaa Skhoun
- Genetics Unit, Military Hospital Mohammed V, Rabat, Morocco
| | | | | | - Mohammed Khattab
- Pediatric Hematology and Oncology Center, Children's Hospital, Rabat, Morocco; Department of Pediatrics, Abulcasis International University of Health Sciences, Rabat, Morocco; Centre of Childhood Care and Prevention, Cheikh Zaid International University Hospital, Rabat, Morocco
| | | | | | - Amale Hassani
- Department of Pediatrics, Military Hospital Mohammed V, Faculty of Medicine and Pharmacy, University Mohammed V, Rabat, Morocco
| | - Rachid Abilkassem
- Department of Pediatrics, Military Hospital Mohammed V, Faculty of Medicine and Pharmacy, University Mohammed V, Rabat, Morocco
| | - Aomar Agadr
- Department of Pediatrics, Military Hospital Mohammed V, Faculty of Medicine and Pharmacy, University Mohammed V, Rabat, Morocco
| | - Nadia Dakka
- Laboratory of Human Pathologies Biology and Genomic Center of Human Pathologies, Department of Biology, Faculty of Sciences, Mohammed V University in Rabat, Morocco
| | | |
Collapse
|
9
|
Tamefusa K, Ochi M, Ishida H, Shiwaku T, Kanamitsu K, Fujiwara K, Tatebe Y, Matsumoto N, Washio K, Tsukahara H. Delayed diagnostic interval and survival outcomes in pediatric leukemia: A single-center, retrospective study. Eur J Haematol 2024; 112:714-722. [PMID: 38152024 DOI: 10.1111/ejh.14162] [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: 08/03/2023] [Revised: 12/11/2023] [Accepted: 12/12/2023] [Indexed: 12/29/2023]
Abstract
OBJECTIVE This study primarily focused on the diagnostic interval (DI), defined as the duration from the onset of leukemic symptoms to diagnosis. We investigated whether a prolonged DI is associated with the outcomes of pediatric leukemia. METHODS We retrospectively collected data of children with newly diagnosed pediatric leukemia at Okayama University Hospital from January 2007 to December 2022. Survival analyses were conducted using Kaplan-Meier methods, and an unadjusted analysis to compare differences in survival was performed using the log-rank test. RESULTS In total, 103 children with leukemia were included in the analysis. The median DI was 20 days (interquartile range, 9.5-33.5 days). A prolonged DI (≥30 days) demonstrated no association with either 5-year event-free survival (70.1% for <30 days and 68.3% for ≥30 days, p = .99, log-rank test) or overall survival (84.7% for <30 days and 89.4% for ≥30 days, p = .85, log-rank test). CONCLUSIONS A prolonged DI was not associated with the survival of children with leukemia. If a precise classification of leukemia biology is provided for pediatric patients, a prolonged DI may have little impact on the prognosis of these patients.
Collapse
Affiliation(s)
- Kosuke Tamefusa
- Department of Pediatrics, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
| | - Motoharu Ochi
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
| | - Hisashi Ishida
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
| | - Takahiro Shiwaku
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
| | - Kiichiro Kanamitsu
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
- Department of Pediatrics, National Hospital Organization Okayama Medical Center, Okayama, Japan
| | - Kaori Fujiwara
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
| | - Yasuhisa Tatebe
- Department of Pharmacy, Okayama University Hospital, Okayama, Japan
| | - Naomi Matsumoto
- Department of Epidemiology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Kana Washio
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
| | - Hirokazu Tsukahara
- Department of Pediatrics, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
| |
Collapse
|
10
|
Hayashi H, Makimoto A, Yuza Y. Treatment of Pediatric Acute Lymphoblastic Leukemia: A Historical Perspective. Cancers (Basel) 2024; 16:723. [PMID: 38398113 PMCID: PMC10887299 DOI: 10.3390/cancers16040723] [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: 12/30/2023] [Revised: 02/06/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Acute lymphoblastic leukemia (ALL) is the most common disease in pediatric oncology. The history of developmental therapeutics for ALL began in the 1960s with the repetition of "unreliable" medical interventions against this lethal disease. By the 1990s, the development of multi-agent chemotherapy and various types of supportive care rendered ALL treatable. Highly sophisticated, molecular, diagnostic techniques have enabled highly accurate prediction of the relapse risk, and the application of risk-adapted treatments has increased the survival rate in the standard-risk group to nearly 100% in most European nations and North America. Incorporation of state-of-the-art, molecularly targeted agents and novel treatments, including cell and immunotherapy, is further improving outcomes even in the high-risk group. On the other hand, the financial burden of treating children with ALL has increased, imperiling the availability of these diagnostic and treatment strategies to patients in low- and middle-income countries (LMICs). The fundamental treatment strategy, consisting of corticosteroid and classical cytotoxic therapy, has achieved fairly good outcomes and should be feasible in LMICs as well. The present review will discuss the history of developmental therapeutics for childhood ALL in various countries through an extensive literature review with the aim of proposing a model for a treatment backbone for pediatric ALL. The discussion will hopefully benefit LMICs and be useful as a base for future clinical trials of novel treatments.
Collapse
Affiliation(s)
- Hiroshi Hayashi
- Department of Hematology/Oncology, Tokyo Metropolitan Children’s Medical Center, 2-8-29 Musashidai, Fuchu 183-8561, Tokyo, Japan; (A.M.); (Y.Y.)
| | - Atsushi Makimoto
- Department of Hematology/Oncology, Tokyo Metropolitan Children’s Medical Center, 2-8-29 Musashidai, Fuchu 183-8561, Tokyo, Japan; (A.M.); (Y.Y.)
- Department of Laboratory Medicine, Tokyo Metropolitan Children’s Medical Center, 2-8-29 Musashidai, Fuchu 183-8561, Tokyo, Japan
| | - Yuki Yuza
- Department of Hematology/Oncology, Tokyo Metropolitan Children’s Medical Center, 2-8-29 Musashidai, Fuchu 183-8561, Tokyo, Japan; (A.M.); (Y.Y.)
| |
Collapse
|
11
|
Molina O, Ortega-Sabater C, Thampi N, Fernández-Fuentes N, Guerrero-Murillo M, Martínez-Moreno A, Vinyoles M, Velasco-Hernández T, Bueno C, Trincado JL, Granada I, Campos D, Giménez C, Boer JM, den Boer ML, Calvo GF, Camós M, Fuster JL, Velasco P, Ballerini P, Locatelli F, Mullighan CG, Spierings DCJ, Foijer F, Pérez-García VM, Menéndez P. Chromosomal instability in aneuploid acute lymphoblastic leukemia associates with disease progression. EMBO Mol Med 2024; 16:64-92. [PMID: 38177531 PMCID: PMC10897411 DOI: 10.1038/s44321-023-00006-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] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 11/09/2023] [Accepted: 11/15/2023] [Indexed: 01/06/2024] Open
Abstract
Chromosomal instability (CIN) lies at the core of cancer development leading to aneuploidy, chromosomal copy-number heterogeneity (chr-CNH) and ultimately, unfavorable clinical outcomes. Despite its ubiquity in cancer, the presence of CIN in childhood B-cell acute lymphoblastic leukemia (cB-ALL), the most frequent pediatric cancer showing high frequencies of aneuploidy, remains unknown. Here, we elucidate the presence of CIN in aneuploid cB-ALL subtypes using single-cell whole-genome sequencing of primary cB-ALL samples and by generating and functionally characterizing patient-derived xenograft models (cB-ALL-PDX). We report higher rates of CIN across aneuploid than in euploid cB-ALL that strongly correlate with intraclonal chr-CNH and overall survival in mice. This association was further supported by in silico mathematical modeling. Moreover, mass-spectrometry analyses of cB-ALL-PDX revealed a "CIN signature" enriched in mitotic-spindle regulatory pathways, which was confirmed by RNA-sequencing of a large cohort of cB-ALL samples. The link between the presence of CIN in aneuploid cB-ALL and disease progression opens new possibilities for patient stratification and offers a promising new avenue as a therapeutic target in cB-ALL treatment.
Collapse
Affiliation(s)
- Oscar Molina
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain.
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain.
| | - Carmen Ortega-Sabater
- Mathematical Oncology Laboratory, Department of Mathematics & Institute of Applied Mathematics in Science and Engineering, Universidad de Castilla-La Mancha, Ciudad Real, Spain
| | - Namitha Thampi
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain
| | - Narcís Fernández-Fuentes
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain
| | - Mercedes Guerrero-Murillo
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain
| | - Alba Martínez-Moreno
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain
| | - Meritxell Vinyoles
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain
| | - Talía Velasco-Hernández
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain
| | - Clara Bueno
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain
| | - Juan L Trincado
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain
| | - Isabel Granada
- Hematology Service, Institut Català d'Oncologia (ICO)-Hospital Germans Trias i Pujol, Badalona, Spain
- Josep Carreras Leukemia Research Institute, Autonomous University of Barcelona, Badalona, Spain
| | | | | | - Judith M Boer
- Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Monique L den Boer
- Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Pediatric Oncology and Hematology, Erasmus Medical Center - Sophia Children's Hospital, Rotterdam, The Netherlands
| | - Gabriel F Calvo
- Mathematical Oncology Laboratory, Department of Mathematics & Institute of Applied Mathematics in Science and Engineering, Universidad de Castilla-La Mancha, Ciudad Real, Spain
| | - Mireia Camós
- Hematology Laboratory, Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain
- Leukemia and Other Pediatric Hemopathies, Developmental Tumor Biology Group, Institut de Recerca Hospital Sant Joan de Déu, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
| | - Jose-Luis Fuster
- Pediatric Hematology and Oncology Department, Hospital Clínico Universitario Virgen de la Arrixaca, Instituto Murciano de Investigación Biosanitaria (IMIB), Murcia, Spain
| | - Pablo Velasco
- Pediatric Oncology and Hematology Department, Hospital Vall d'Hebrón, Barcelona, Spain
| | - Paola Ballerini
- AP-HP, Service of Pediatric Hematology, Hopital Armand Trousseau, Paris, France
| | - Franco Locatelli
- Bambino Gesù Children's Hospital, Catholic University of Sacred Heart, Rome, Italy
| | - Charles G Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Diana C J Spierings
- European Research Institute for the Biology of Aging (ERIBA), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Floris Foijer
- European Research Institute for the Biology of Aging (ERIBA), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Víctor M Pérez-García
- Mathematical Oncology Laboratory, Department of Mathematics & Institute of Applied Mathematics in Science and Engineering, Universidad de Castilla-La Mancha, Ciudad Real, Spain
| | - Pablo Menéndez
- Josep Carreras Leukemia Research Institute, Department of Biomedicine, School of Medicine, University of Barcelona, Barcelona, Spain.
- Red Española de Terápias Avanzadas (TERAV), Instituto de Salud Carlos III, Barcelona, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
- Department of Biomedicine. School of Medicine, University of Barcelona, Barcelona, Spain.
- Spanish Cancer Research Network (CIBERONC), ISCIII, Barcelona, Spain.
| |
Collapse
|
12
|
Zipper L, Wagener R, Fischer U, Hoffmann A, Yasin L, Brandes D, Soura S, Anwar A, Walter C, Varghese J, Hauer J, Auer F, Bhatia S, Dugas M, Junk SV, Stanulla M, Haas OA, Borkhardt A, Reiff T, Brozou T. Hyperdiploid acute lymphoblastic leukemia in children with LZTR1 germline variants. Hemasphere 2024; 8:e26. [PMID: 38434521 PMCID: PMC10878188 DOI: 10.1002/hem3.26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 11/02/2023] [Accepted: 11/07/2023] [Indexed: 03/05/2024] Open
Affiliation(s)
- Lisa Zipper
- Department of Biology, Institute of Genetics, The Faculty of Mathematics and Natural SciencesHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Rabea Wagener
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Ute Fischer
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
- German Cancer Consortium (DKTK)partner site Essen/DüsseldorfDüsseldorfGermany
| | - Anna Hoffmann
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Layal Yasin
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Danielle Brandes
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Stavrieta Soura
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Ammarah Anwar
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Carolin Walter
- Institute of Medical InformaticsUniversity of MünsterMünsterGermany
| | - Julian Varghese
- Institute of Medical InformaticsUniversity of MünsterMünsterGermany
| | - Julia Hauer
- Department of PediatricsSchool of Medicine, Technical University of MunichMunichGermany
| | - Franziska Auer
- Department of PediatricsSchool of Medicine, Technical University of MunichMunichGermany
| | - Sanil Bhatia
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Martin Dugas
- Institute of Medical InformaticsHeidelberg University HospitalHeidelbergGermany
| | - Stefanie V. Junk
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
- Department of Pediatric Hematology and OncologyHannover Medical SchoolHannoverGermany
| | - Martin Stanulla
- Department of Pediatric Hematology and OncologyHannover Medical SchoolHannoverGermany
| | - Oskar A. Haas
- St. Anna Children's Hospital, Pediatric ClinicMedical UniversityViennaAustria
| | - Arndt Borkhardt
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
- German Cancer Consortium (DKTK)partner site Essen/DüsseldorfDüsseldorfGermany
| | - Tobias Reiff
- Department of Biology, Institute of Genetics, The Faculty of Mathematics and Natural SciencesHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Triantafyllia Brozou
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| |
Collapse
|
13
|
Lee SH, Ashcraft E, Yang W, Roberts KG, Gocho Y, Rowland L, Inaba H, Karol SE, Jeha S, Crews KR, Mullighan CG, Relling MV, Evans WE, Cheng C, Yang JJ, Pui CH. Prognostic and Pharmacotypic Heterogeneity of Hyperdiploidy in Childhood ALL. J Clin Oncol 2023; 41:5422-5432. [PMID: 37729596 PMCID: PMC10852380 DOI: 10.1200/jco.23.00880] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 06/29/2023] [Accepted: 07/26/2023] [Indexed: 09/22/2023] Open
Abstract
PURPOSE High hyperdiploidy, the largest and favorable subtype of childhood ALL, exhibits significant biological and prognostic heterogeneity. However, factors contributing to the varied treatment response and the optimal definition of hyperdiploidy remain uncertain. METHODS We analyzed outcomes of patients treated on two consecutive frontline ALL protocols, using six different definitions of hyperdiploidy: chromosome number 51-67 (Chr51-67); DNA index (DI; DI1.16-1.6); United Kingdom ALL study group low-risk hyperdiploid, either trisomy of chromosomes 17 and 18 or +17 or +18 in the absence of +5 and +20; single trisomy of chromosome 18; double trisomy of chromosomes 4 and 10; and triple trisomy (TT) of chromosomes 4, 10, and 17. Additionally, we characterized ALL ex vivo pharmacotypes across eight main cytotoxic drugs. RESULTS Among 1,096 patients analyzed, 915 had B-ALL and 634 had pharmacotyping performed. In univariate analysis, TT emerged as the most favorable criterion for event-free survival (EFS; 10-year EFS, 97.3% v 86.8%; P = .0003) and cumulative incidence of relapse (CIR; 10-year CIR, 1.4% v 8.8%; P = .002) compared with the remaining B-ALL. In multivariable analysis, accounting for patient numbers using the akaike information criterion (AIC), DI1.16-1.6 was the most favorable criterion, exhibiting the best AIC for both EFS (hazard ratio [HR], 0.45; 95% CI, 0.23 to 0.88) and CIR (HR, 0.45; 95% CI, 0.21 to 0.99). Hyperdiploidy and subgroups with favorable prognoses exhibited notable sensitivities to asparaginase and mercaptopurine. Specifically, asparaginase sensitivity was associated with trisomy of chromosomes 16 and 17, whereas mercaptopurine sensitivity was linked to gains of chromosomes 14 and 17. CONCLUSION Among different definitions of hyperdiploid ALL, DI is optimal based on independent prognostic impact and also the large proportion of low-risk patients identified. Hyperdiploid ALL exhibited particular sensitivities to asparaginase and mercaptopurine, with chromosome-specific associations.
Collapse
Affiliation(s)
- Shawn H.R. Lee
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN
- Department of Pediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Khoo Teck Puat-National University Children's Medical Institute, National University Health System, Singapore, Singapore
| | - Emily Ashcraft
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Wenjian Yang
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - Kathryn G. Roberts
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Yoshihiro Gocho
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - Lauren Rowland
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - Hiroto Inaba
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Seth E. Karol
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Sima Jeha
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Kristine R. Crews
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN
| | | | - Mary V. Relling
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - William E. Evans
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - Cheng Cheng
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Jun J. Yang
- Department of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Ching-Hon Pui
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| |
Collapse
|
14
|
Paulsson K. Chromosomal Gains as a Favorable Prognostic Factor in Pediatric ALL. J Clin Oncol 2023; 41:5433-5436. [PMID: 37820292 DOI: 10.1200/jco.23.01760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 08/21/2023] [Indexed: 10/13/2023] Open
Affiliation(s)
- Kajsa Paulsson
- Department of Laboratory Medicine, Division of Clinical Genetics, Lund University, Lund, Sweden
| |
Collapse
|
15
|
Enshaei A, Martinez Elicegui J, Anguiano E, Gibson J, Lawal S, Ampatzidou M, Doubek M, Fielding AK, La Sala E, Middleton E, Rijneveld AW, Turki AT, Zimmermann M, Vora A, Moorman AV. Real-world evaluation of UK high hyperdiploidy profile using a large cohort of patients provided by HARMONY data platform. Leukemia 2023; 37:2493-2496. [PMID: 37773265 PMCID: PMC10681889 DOI: 10.1038/s41375-023-02046-0] [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: 07/21/2023] [Revised: 09/13/2023] [Accepted: 09/20/2023] [Indexed: 10/01/2023]
Affiliation(s)
- Amir Enshaei
- Wolfson Childhood Cancer Research Centre, Translation and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle Upon Tyne, UK.
| | | | - Esther Anguiano
- Institute for Biomedical Research of Salamanca (IBSAL), Salamanca, Spain
| | - Jude Gibson
- Wolfson Childhood Cancer Research Centre, Translation and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle Upon Tyne, UK
| | - Sulaiman Lawal
- Wolfson Childhood Cancer Research Centre, Translation and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle Upon Tyne, UK
| | | | | | | | | | - Elizabeth Middleton
- Wolfson Childhood Cancer Research Centre, Translation and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle Upon Tyne, UK
| | - Anita W Rijneveld
- Department of Hematology Erasmus Medical Center, Rotterdam, Netherlands
| | - Amin T Turki
- Department of Hematology and Stem Cell Transplantation, University Hospital Essen, Essen, Germany
| | | | - Ajay Vora
- Department of Haematology, Great Ormond Street Hospital, London, UK
| | - Anthony V Moorman
- Wolfson Childhood Cancer Research Centre, Translation and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle Upon Tyne, UK
| |
Collapse
|
16
|
Brandes D, Yasin L, Nebral K, Ebler J, Schinnerl D, Picard D, Bergmann AK, Alam J, Köhrer S, Haas OA, Attarbaschi A, Marschall T, Stanulla M, Borkhardt A, Brozou T, Fischer U, Wagener R. Optical Genome Mapping Identifies Novel Recurrent Structural Alterations in Childhood ETV6::RUNX1+ and High Hyperdiploid Acute Lymphoblastic Leukemia. Hemasphere 2023; 7:e925. [PMID: 37469802 PMCID: PMC10353714 DOI: 10.1097/hs9.0000000000000925] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 06/01/2023] [Indexed: 07/21/2023] Open
Abstract
The mutational landscape of B-cell precursor acute lymphoblastic leukemia (BCP-ALL), the most common pediatric cancer, is not fully described partially because commonly applied short-read next generation sequencing has a limited ability to identify structural variations. By combining comprehensive analysis of structural variants (SVs), single-nucleotide variants (SNVs), and small insertions-deletions, new subtype-defining and therapeutic targets may be detected. We analyzed the landscape of somatic alterations in 60 pediatric patients diagnosed with the most common BCP-ALL subtypes, ETV6::RUNX1+ and classical hyperdiploid (HD), using conventional cytogenetics, single nucleotide polymorphism (SNP) array, whole exome sequencing (WES), and the novel optical genome mapping (OGM) technique. Ninety-five percent of SVs detected by cytogenetics and SNP-array were verified by OGM. OGM detected an additional 677 SVs not identified using the conventional methods, including (subclonal) IKZF1 deletions. Based on OGM, ETV6::RUNX1+ BCP-ALL harbored 2.7 times more SVs than HD BCP-ALL, mainly focal deletions. Besides SVs in known leukemia development genes (ETV6, PAX5, BTG1, CDKN2A), we identified 19 novel recurrently altered regions (in n ≥ 3) including 9p21.3 (FOCAD/HACD4), 8p11.21 (IKBKB), 1p34.3 (ZMYM1), 4q24 (MANBA), 8p23.1 (MSRA), and 10p14 (SFMBT2), as well as ETV6::RUNX1+ subtype-specific SVs (12p13.1 (GPRC5A), 12q24.21 (MED13L), 18q11.2 (MIB1), 20q11.22 (NCOA6)). We detected 3 novel fusion genes (SFMBT2::DGKD, PDS5B::STAG2, and TDRD5::LPCAT2), for which the sequence and expression were validated by long-read and whole transcriptome sequencing, respectively. OGM and WES identified double hits of SVs and SNVs (ETV6, BTG1, STAG2, MANBA, TBL1XR1, NSD2) in the same patient demonstrating the power of the combined approach to define the landscape of genomic alterations in BCP-ALL.
Collapse
Affiliation(s)
- Danielle Brandes
- Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine University and University Hospital Dusseldorf, Germany
- Dusseldorf School of Oncology (DSO), Medical Faculty, Heinrich-Heine University, Dusseldorf, Germany
| | - Layal Yasin
- Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine University and University Hospital Dusseldorf, Germany
| | - Karin Nebral
- Labdia Labordiagnostik, Clinical Genetics, Vienna, Austria
- St. Anna Children´s Cancer Research Institute (CCRI), Vienna, Austria
| | - Jana Ebler
- Institute for Medical Biometry and Bioinformatics, Medical Faculty, Heinrich-Heine University, Dusseldorf, Germany
- Center for Digital Medicine, Heinrich-Heine University, Dusseldorf, Germany
| | - Dagmar Schinnerl
- St. Anna Children´s Cancer Research Institute (CCRI), Vienna, Austria
| | - Daniel Picard
- Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine University and University Hospital Dusseldorf, Germany
| | - Anke K. Bergmann
- Institute of Human Genetics, Hannover Medical School (MHH), Hannover, Germany
| | - Jubayer Alam
- Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine University and University Hospital Dusseldorf, Germany
| | - Stefan Köhrer
- Labdia Labordiagnostik, Clinical Genetics, Vienna, Austria
- St. Anna Children´s Cancer Research Institute (CCRI), Vienna, Austria
| | - Oskar A. Haas
- St. Anna Children’s Hospital, Department of Pediatric Hematology/Oncology, Pediatric Clinic, Medical University, Vienna, Austria
| | - Andishe Attarbaschi
- St. Anna Children´s Cancer Research Institute (CCRI), Vienna, Austria
- St. Anna Children’s Hospital, Department of Pediatric Hematology/Oncology, Pediatric Clinic, Medical University, Vienna, Austria
| | - Tobias Marschall
- Institute for Medical Biometry and Bioinformatics, Medical Faculty, Heinrich-Heine University, Dusseldorf, Germany
- Center for Digital Medicine, Heinrich-Heine University, Dusseldorf, Germany
| | - Martin Stanulla
- Pediatric Hematology and Oncology, Hannover Medical School (MHH), Hannover, Germany
| | - Arndt Borkhardt
- Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine University and University Hospital Dusseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Dusseldorf, Germany
| | - Triantafyllia Brozou
- Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine University and University Hospital Dusseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Dusseldorf, Germany
| | - Ute Fischer
- Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine University and University Hospital Dusseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Dusseldorf, Germany
| | - Rabea Wagener
- Pediatric Oncology, Hematology and Clinical Immunology, Medical Faculty, Heinrich-Heine University and University Hospital Dusseldorf, Germany
- German Cancer Consortium (DKTK), partner site Essen/Dusseldorf, Germany
| |
Collapse
|
17
|
Panuciak K, Nowicka E, Mastalerczyk A, Zawitkowska J, Niedźwiecki M, Lejman M. Overview on Aneuploidy in Childhood B-Cell Acute Lymphoblastic Leukemia. Int J Mol Sci 2023; 24:ijms24108764. [PMID: 37240110 DOI: 10.3390/ijms24108764] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/04/2023] [Accepted: 05/10/2023] [Indexed: 05/28/2023] Open
Abstract
Recent years have brought significant progress in the treatment of B-cell acute lymphoblastic leukemia (ALL). This was influenced by both the improved schemes of conventionally used therapy, as well as the development of new forms of treatment. As a consequence, 5-year survival rates have increased and now exceed 90% in pediatric patients. For this reason, it would seem that everything has already been explored in the context of ALL. However, delving into its pathogenesis at the molecular level shows that there are many variations that still need to be analyzed in more detail. One of them is aneuploidy, which is among the most common genetic changes in B-cell ALL. It includes both hyperdiploidy and hypodiploidy. Knowledge of the genetic background is important already at the time of diagnosis, because the first of these forms of aneuploidy is characterized by a good prognosis, in contrast to the second, which is in favor of an unfavorable course. In our work, we will focus on summarizing the current state of knowledge on aneuploidy, along with an indication of all the consequences that may be correlated with it in the context of the treatment of patients with B-cell ALL.
Collapse
Affiliation(s)
- Kinga Panuciak
- Student Scientific Society, Independent Laboratory of Genetic Diagnostics, Medical University of Lublin, 20-093 Lublin, Poland
| | - Emilia Nowicka
- Student Scientific Society, Independent Laboratory of Genetic Diagnostics, Medical University of Lublin, 20-093 Lublin, Poland
| | - Angelika Mastalerczyk
- Student Scientific Society, Independent Laboratory of Genetic Diagnostics, Medical University of Lublin, 20-093 Lublin, Poland
| | - Joanna Zawitkowska
- Department of Pediatric Hematology, Oncology and Transplantology, Medical University of Lublin, Gębali 6, 20-093 Lublin, Poland
| | - Maciej Niedźwiecki
- Department of Pediatrics, Hematology and Oncology, Medical University of Gdansk, Debinki 7, 80-211 Gdansk, Poland
| | - Monika Lejman
- Independent Laboratory of Genetic Diagnostics, Medical University of Lublin, 20-093 Lublin, Poland
| |
Collapse
|