1
|
Kegyes D, Thiagarajan PS, Ghiaur G. MRD in Acute Leukemias: Lessons Learned from Acute Promyelocytic Leukemia. Cancers (Basel) 2024; 16:3208. [PMID: 39335179 PMCID: PMC11430625 DOI: 10.3390/cancers16183208] [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: 08/21/2024] [Revised: 09/12/2024] [Accepted: 09/18/2024] [Indexed: 09/30/2024] Open
Abstract
Introduction: Advances in molecular biology, polymerase chain reaction (PCR), and next-generation sequencing (NGS) have transformed the concept of minimal residual disease (MRD) from a philosophical idea into a measurable reality. Current Treatment Paradigms and Lessons Learned from APL: Acute promyelocytic leukemia (APL) leads the way in this transformation, initially using PCR to detect MRD in patients in remission, and more recently, aiming to eliminate it entirely with modern treatment strategies. Along the way, we have gained valuable insights that, when applied to other forms of acute leukemia, hold the potential to significantly improve the outcomes of these challenging diseases. Does the BM Microenvironment Play a Role in MRD?: In this review, we explore the current use of MRD in the management of acute leukemia and delve into the biological processes that contribute to MRD persistence, including its overlap with leukemia stem cells and the role of the bone marrow microenvironment.
Collapse
Affiliation(s)
- David Kegyes
- MedFuture Research Center for Advanced Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania
- The Sidney Kimmel Cancer Center, The Johns Hopkins University, Baltimore, MD 21205, USA
| | | | - Gabriel Ghiaur
- The Sidney Kimmel Cancer Center, The Johns Hopkins University, Baltimore, MD 21205, USA
| |
Collapse
|
2
|
Hoffmeister LM, Suttorp J, Walter C, Antoniou E, Behrens YL, Göhring G, Awada A, von Neuhoff N, Reinhardt D, Schneider M. Panel-based RNA fusion sequencing improves diagnostics of pediatric acute myeloid leukemia. Leukemia 2024; 38:538-544. [PMID: 38086945 PMCID: PMC10912021 DOI: 10.1038/s41375-023-02102-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 11/14/2023] [Accepted: 11/23/2023] [Indexed: 03/06/2024]
Abstract
New methods like panel-based RNA fusion sequencing (RNA-FS) promise improved diagnostics in various malignancies. We here analyzed the impact of RNA-FS on the initial diagnostics of 241 cases with pediatric acute myeloid leukemia (AML). We show that, compared to classical cytogenetics (CCG), RNA-FS reliably detected risk-relevant fusion genes in pediatric AML. In addition, RNA-FS strongly improved the detection of cryptic fusion genes like NUP98::NSD1, KMT2A::MLLT10 and CBFA2T3::GLIS2 and thereby resulted in an improved risk stratification in 25 patients (10.4%). Validation of additionally detected non-risk-relevant high confidence fusion calls identified PIM3::BRD1, C22orf34::BRD1, PSPC1::ZMYM2 and ARHGAP26::NR3C1 as common genetic variants and MYB::GATA1 as recurrent aberration, which we here describe in AML subtypes M0 and M7 for the first time. However, it failed to detect rare cytogenetically confirmed fusion events like MNX1::ETV6 and other chromosome 12p-abnormalities. As add-on benefit, the proportion of patients for whom measurable residual disease (MRD) monitoring became possible was increased by RNA-FS from 44.4 to 75.5% as the information on the fusion transcripts' sequence allowed the design of new MRD assays.
Collapse
Affiliation(s)
- Lina Marie Hoffmeister
- Department of Pediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Julia Suttorp
- Department of Pediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Christiane Walter
- Department of Pediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Evangelia Antoniou
- Department of Pediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Yvonne Lisa Behrens
- Department of Human Genetics, Hannover Medical School, 30625, Hannover, Germany
| | - Gudrun Göhring
- Department of Human Genetics, Hannover Medical School, 30625, Hannover, Germany
| | - Amani Awada
- Department of Pediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Nils von Neuhoff
- Department of Pediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Dirk Reinhardt
- Department of Pediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Markus Schneider
- Department of Pediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany.
| |
Collapse
|
3
|
Xu D, Yang Y, Yin Z, Tu S, Nie D, Li Y, Huang Z, Sun Q, Huang C, Nie X, Yao Z, Shi P, Zhang Y, Jiang X, Liu Q, Yu G. Risk-directed therapy based on genetics and MRD improves the outcomes of AML1-ETO-positive AML patients, a multi-center prospective cohort study. Blood Cancer J 2023; 13:168. [PMID: 37957175 PMCID: PMC10643486 DOI: 10.1038/s41408-023-00941-4] [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: 08/30/2023] [Revised: 10/14/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023] Open
Affiliation(s)
- Dan Xu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Ying Yang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zhao Yin
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Sanfang Tu
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Danian Nie
- Department of Hematology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Yiqing Li
- Department of Hematology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Zhenqian Huang
- Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qixin Sun
- Department of Hematology, Guangzhou First People's Hospital, Guangzhou, China
| | - Changfen Huang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaqi Nie
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zurong Yao
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Pengcheng Shi
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yu Zhang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xuejie Jiang
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Qifa Liu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Guopan Yu
- Department of Hematology, Nanfang Hospital, Southern Medical University, Guangzhou, China.
| |
Collapse
|
4
|
Molecular Measurable Residual Disease Assessment before Hematopoietic Stem Cell Transplantation in Pediatric Acute Myeloid Leukemia Patients: A Retrospective Study by the I-BFM Study Group. Biomedicines 2022; 10:biomedicines10071530. [PMID: 35884834 PMCID: PMC9313005 DOI: 10.3390/biomedicines10071530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 06/14/2022] [Accepted: 06/24/2022] [Indexed: 11/16/2022] Open
Abstract
Hematopoietic stem cell transplantation (HSCT) is a curative post-remission treatment in patients with acute myeloid leukemia (AML), but relapse after transplant is still a challenging event. In recent year, several studies have investigated the molecular minimal residual disease (qPCR-MRD) as a predictor of relapse, but the lack of standardized protocols, cut-offs, and timepoints, especially in the pediatric setting, has prevented its use in several settings, including before HSCT. Here, we propose the first collaborative retrospective I-BFM-AML study assessing qPCR-MRD values in pretransplant bone marrow samples of 112 patients with a diagnosis of AML harboring t(8;21)(q22; q22)RUNX1::RUNX1T1, or inv(16)(p13q22)CBFB::MYH11, or t(9;11)(p21;q23)KMT2A::MLLT3, or FLT3-ITD genetic markers. We calculated an ROC cut-off of 2.1 × 10−4 that revealed significantly increased OS (83.7% versus 57.1%) and EFS (80.2% versus 52.9%) for those patients with lower qPCR-MRD values. Then, we partitioned patients into three qPCR-MRD groups by combining two different thresholds, 2.1 × 10−4 and one lower cut-off of 1 × 10−2, and stratified patients into low-, intermediate-, and high-risk groups. We found that the 5-year OS (83.7%, 68.6%, and 39.2%, respectively) and relapse-free survival (89.2%, 73.9%, and 67.9%, respectively) were significantly different independent of the genetic lesion, conditioning regimen, donor, and stem cell source. These data support the PCR-based approach playing a clinical relevance in AML transplant management.
Collapse
|
5
|
Varotto E, Munaretto E, Stefanachi F, Della Torre F, Buldini B. Diagnostic challenges in acute monoblastic/monocytic leukemia in children. Front Pediatr 2022; 10:911093. [PMID: 36245718 PMCID: PMC9554480 DOI: 10.3389/fped.2022.911093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 09/01/2022] [Indexed: 11/13/2022] Open
Abstract
Acute monoblastic/monocytic leukemia (AMoL), previously defined as M5 according to FAB classification, is one of the most common subtypes of Acute Myeloid Leukemia (AML) in children, representing ~15-24% of all pediatric AMLs. Currently, the characterization of monocytic-lineage neoplasia at diagnosis includes cytomorphology, cytochemistry, immunophenotyping by multiparametric flow cytometry, cytogenetics, and molecular biology. Moreover, measurable residual disease (MRD) detection is critical in recognizing residual blasts refractory to chemotherapy. Nonetheless, diagnosis and MRD detection may still be challenging in pediatric AMoL since the morphological and immunophenotypic features of leukemic cells potentially overlap with those of normal mature monocytic compartment, as well as differential diagnosis can be troublesome, particularly with Juvenile Myelomonocytic Leukemia and reactive monocytosis in infants and young children. A failure or delay in diagnosis and inaccuracy in MRD assessment may worsen the AMoL prognosis. Therefore, improving diagnosis and monitoring techniques is mandatory to stratify and tailor therapies to the risk profile. This Mini Review aims to provide an updated revision of the scientific evidence on pediatric AMoL diagnostic tools.
Collapse
Affiliation(s)
- Elena Varotto
- Pediatric Hematology Oncology and Stem Cell Transplant Division, Maternal and Child Health Department, Padua University, Padua, Italy
| | - Eleonora Munaretto
- Pediatric Hematology Oncology and Stem Cell Transplant Division, Maternal and Child Health Department, Padua University, Padua, Italy
| | - Francesca Stefanachi
- Pediatric Hematology Oncology and Stem Cell Transplant Division, Maternal and Child Health Department, Padua University, Padua, Italy
| | - Fiammetta Della Torre
- Pediatric Hematology Oncology and Stem Cell Transplant Division, Maternal and Child Health Department, Padua University, Padua, Italy
| | - Barbara Buldini
- Pediatric Hematology Oncology and Stem Cell Transplant Division, Maternal and Child Health Department, Padua University, Padua, Italy
| |
Collapse
|
6
|
Porcù E, Benetton M, Bisio V, Da Ros A, Tregnago C, Borella G, Zanon C, Bordi M, Germano G, Manni S, Campello S, Rao DS, Locatelli F, Pigazzi M. The long non-coding RNA CDK6-AS1 overexpression impacts on acute myeloid leukemia differentiation and mitochondrial dynamics. iScience 2021; 24:103350. [PMID: 34816103 PMCID: PMC8591413 DOI: 10.1016/j.isci.2021.103350] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 09/30/2021] [Accepted: 10/22/2021] [Indexed: 12/17/2022] Open
Abstract
Patients with acute myeloid leukemia (AML) carrying high-risk genetic lesions or high residual disease levels after therapy are particularly exposed to the risk of relapse. Here, we identified the long non-coding RNA CDK6-AS1 able to cluster an AML subgroup with peculiar gene signatures linked to hematopoietic cell differentiation and mitochondrial dynamics. CDK6-AS1 silencing triggered hematopoietic commitment in healthy CD34+ cells, whereas in AML cells the pathological undifferentiated state was rescued. This latter phenomenon derived from RUNX1 transcriptional control, responsible for the stemness of hematopoietic precursors and for the block of differentiation in AML. By CDK6-AS1 silencing in vitro, AML mitochondrial mass decreased with augmented pharmacological sensitivity to mitochondria-targeting drugs. In vivo, the combination of tigecycline and cytarabine reduced leukemia progression in the AML-PDX model with high CDK6-AS1 levels, supporting the concept of a mitochondrial vulnerability. Together, these findings uncover CDK6-AS1 as crucial in myeloid differentiation and mitochondrial mass regulation. CDK6-AS1 acts in concert with CDK6 High CDK6-AS1 levels trigger RUNX1 early differentiation arrest in myeloid cells CDK6-AS1 controls mitochondrial mass of AML blasts CDK6-AS1 levels impact on mitochondrial-targeted agents sensitivity
Collapse
Affiliation(s)
- Elena Porcù
- Pediatric Hematology, Oncology and Hematopoietic Cell&Gene Therapy Division of Women's and Children's Health Department, University-Hospital of Padova, Via N. Giustiniani, 3, 35128 Padova, Italy
| | - Maddalena Benetton
- Pediatric Hematology, Oncology and Hematopoietic Cell&Gene Therapy Division of Women's and Children's Health Department, University-Hospital of Padova, Via N. Giustiniani, 3, 35128 Padova, Italy
| | - Valeria Bisio
- Pediatric Hematology, Oncology and Hematopoietic Cell&Gene Therapy Division of Women's and Children's Health Department, University-Hospital of Padova, Via N. Giustiniani, 3, 35128 Padova, Italy
| | - Ambra Da Ros
- Pediatric Hematology, Oncology and Hematopoietic Cell&Gene Therapy Division of Women's and Children's Health Department, University-Hospital of Padova, Via N. Giustiniani, 3, 35128 Padova, Italy
| | - Claudia Tregnago
- Pediatric Hematology, Oncology and Hematopoietic Cell&Gene Therapy Division of Women's and Children's Health Department, University-Hospital of Padova, Via N. Giustiniani, 3, 35128 Padova, Italy
| | - Giulia Borella
- Pediatric Hematology, Oncology and Hematopoietic Cell&Gene Therapy Division of Women's and Children's Health Department, University-Hospital of Padova, Via N. Giustiniani, 3, 35128 Padova, Italy
| | - Carlo Zanon
- Pediatric Onco-Hematology, Stem Cell Transplant and Gene Therapy Laboratory, Istituto di Ricerca Pediatrica - Città della Speranza, 35127 Padova, Italy
| | - Matteo Bordi
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy.,Department of Pediatric Hemato-Oncology and Cell and Gene Therapy, IRCCS Bambino Gesù Children's Hospital, 00143 Rome, Italy
| | - Giuseppe Germano
- Pediatric Onco-Hematology, Stem Cell Transplant and Gene Therapy Laboratory, Istituto di Ricerca Pediatrica - Città della Speranza, 35127 Padova, Italy
| | - Sabrina Manni
- Department of Medicine, Hematology and Clinical Immunology Branch, University of Padova, Padova, and Veneto Institute of Molecular Medicine (VIMM), 35129 Padova, Italy
| | - Silvia Campello
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Dinesh S Rao
- Department of Pathology and Laboratory Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Franco Locatelli
- Department of Pediatric Hematology and Oncology, IRCCS Bambino Gesù Children's Hospital, Sapienza University of Rome, 00165 Roma, Italy
| | - Martina Pigazzi
- Pediatric Hematology, Oncology and Hematopoietic Cell&Gene Therapy Division of Women's and Children's Health Department, University-Hospital of Padova, Via N. Giustiniani, 3, 35128 Padova, Italy.,Pediatric Onco-Hematology, Stem Cell Transplant and Gene Therapy Laboratory, Istituto di Ricerca Pediatrica - Città della Speranza, 35127 Padova, Italy
| |
Collapse
|
7
|
Yu T, Chi J, Wang L. Clinical values of gene alterations as marker of minimal residual disease in non-M3 acute myeloid leukemia. Hematology 2021; 26:848-859. [PMID: 34674615 DOI: 10.1080/16078454.2021.1990503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
Acute myeloid leukemia (AML) is a malignant disease of the hematopoietic system. Residual leukemic cells after treatment are associated with relapse. Thus, detecting minimal residual disease (MRD) is significant. Major techniques for MRD assessment include multiparameter flow cytometry (MFC), polymerase chain reaction (PCR), and next-generation sequencing (NGS). At a molecular level, AML is the consequence of collaboration of several gene alterations. Some of these gene alterations can also be used as MRD markers to evaluate the level of residual leukemic cells by PCR and NGS. However, when as MRD markers, different gene alterations have different clinical values. This paper aims to summarize the characteristics of various MRD markers, so as to better predict the clinical outcome of AML patients and guide the treatment.
Collapse
Affiliation(s)
- Tingyu Yu
- Department of Hematology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Jianxiang Chi
- Center for the Study of Hematological Malignancies, Nicosia, Cyprus
| | - Li Wang
- Department of Hematology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| |
Collapse
|
8
|
The Role of Allogeneic Hematopoietic Stem Cell Transplantation in Pediatric Leukemia. J Clin Med 2021; 10:jcm10173790. [PMID: 34501237 PMCID: PMC8432223 DOI: 10.3390/jcm10173790] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/08/2021] [Accepted: 08/19/2021] [Indexed: 02/07/2023] Open
Abstract
Allogeneic hematopoietic stem cell transplantation (HSCT) offers potentially curative treatment for many children with high-risk or relapsed acute leukemia (AL), thanks to the combination of intense preparative radio/chemotherapy and the graft-versus-leukemia (GvL) effect. Over the years, progress in high-resolution donor typing, choice of conditioning regimen, graft-versus-host disease (GvHD) prophylaxis and supportive care measures have continuously improved overall transplant outcome, and recent successes using alternative donors have extended the potential application of allotransplantation to most patients. In addition, the importance of minimal residual disease (MRD) before and after transplantation is being increasingly clarified and MRD-directed interventions may be employed to further ameliorate leukemia-free survival after allogeneic HSCT. These advances have occurred in parallel with continuous refinements in chemotherapy protocols and the development of targeted therapies, which may redefine the indications for HSCT in the coming years. This review discusses the role of HSCT in childhood AL by analysing transplant indications in both acute lymphoblastic and acute myeloid leukemia, together with current and most promising strategies to further improve transplant outcome, including optimization of conditioning regimen and MRD-directed interventions.
Collapse
|
9
|
Abstract
Minimal or measurable residual disease (MRD) after therapy is the most important independent prognostic factor in acute myeloid leukemia. MRD measured by multiparametric flow cytometry and real-time quantitative polymerase chain reaction has been integrated into risk stratification and used to guide future treatment strategies. Recent technological advances have allowed the application of the novel molecular method, high-throughput sequencing, in MRD detection in clinical practice to improve sensitivity and specificity. Randomized studies are needed to address outstanding issues, including the optimal methods and timing of MRD testing and interlaboratory standardization to facilitate comparisons, to further improve MRD-directed interventions.
Collapse
Affiliation(s)
- Xueyan Chen
- Hematopathology, SCCA G7800, 825 Eastlake Ave E., Seattle, WA 98109, USA
| | - Sindhu Cherian
- Hematopathology, SCCA G7800, 825 Eastlake Ave E., Seattle, WA 98109, USA.
| |
Collapse
|
10
|
Chen X, Zong S, Yi M, Liu C, Wang B, Duan Y, Cheng X, Ruan M, Zhang L, Zou Y, Chen Y, Yang W, Guo Y, Chen X, Hu T, Cheng T, Zhu X, Zhang Y. Minimal residual disease monitoring via AML1-ETO breakpoint tracing in childhood acute myeloid leukemia. Transl Oncol 2021; 14:101119. [PMID: 34000643 PMCID: PMC8138770 DOI: 10.1016/j.tranon.2021.101119] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 04/28/2021] [Indexed: 12/25/2022] Open
Abstract
Relapse of childhood AML1-ETO (AE) acute myeloid leukemia is the most common cause of treatment failure. Optimized minimal residual disease monitoring methods is required to prevent relapse. In this study, we used next-generation sequencing to identify the breakpoints in the fusion gene and the DNA-based droplet digital PCR (ddPCR) method was used for dynamic monitoring of AE-DNA. The ddPCR technique provides more sensitive and precise quantitation of the AE gene during disease progression and relapse. Quantification of the AE fusion gene by ddPCR further contributes to improved prognosis. Our study provides valuable methods for dynamic surveillance of AE fusion DNA and assistance in determining the prognosis.
Collapse
Affiliation(s)
- Xiaoyan Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Suyu Zong
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Meihui Yi
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Chao Liu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Bingrui Wang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Yongjuan Duan
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Xuelian Cheng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Min Ruan
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Li Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Yao Zou
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Yumei Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Wenyu Yang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Ye Guo
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Xiaojuan Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Tianyuan Hu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Tao Cheng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China
| | - Xiaofan Zhu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China.
| | - Yingchi Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin 300020, China.
| |
Collapse
|
11
|
Short NJ, Zhou S, Fu C, Berry DA, Walter RB, Freeman SD, Hourigan CS, Huang X, Nogueras Gonzalez G, Hwang H, Qi X, Kantarjian H, Ravandi F. Association of Measurable Residual Disease With Survival Outcomes in Patients With Acute Myeloid Leukemia: A Systematic Review and Meta-analysis. JAMA Oncol 2020; 6:1890-1899. [PMID: 33030517 PMCID: PMC7545346 DOI: 10.1001/jamaoncol.2020.4600] [Citation(s) in RCA: 241] [Impact Index Per Article: 48.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 07/20/2020] [Indexed: 12/21/2022]
Abstract
IMPORTANCE Measurable residual disease (MRD) refers to neoplastic cells that cannot be detected by standard cytomorphologic analysis. In patients with acute myeloid leukemia (AML), determining the association of MRD with survival may improve prognostication and inform selection of efficient clinical trial end points. OBJECTIVE To examine the association between MRD status and disease-free survival (DFS) and overall survival (OS) in patients with AML using scientific literature. DATA SOURCES Clinical studies on AML published between January 1, 2000, and October 1, 2018, were identified via searches of PubMed, Embase, and MEDLINE. STUDY SELECTION Literature search and study screening were performed according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines. Studies that assessed DFS or OS by MRD status in patients with AML were included. Reviews, non-English-language articles, and studies reporting only outcomes after hematopoietic cell transplantation or those with insufficient description of MRD information were excluded. DATA EXTRACTION AND SYNTHESIS Study sample size, median patient age, median follow-up time, MRD detection method, MRD assessment time points, AML subtype, specimen source, and survival outcomes were extracted. Meta-analyses were performed separately for DFS and OS using bayesian hierarchical modeling. MAIN OUTCOMES AND MEASURES Meta-analyses of survival probabilities and hazard ratios (HRs) were conducted for OS and DFS according to MRD status. RESULTS Eighty-one publications reporting on 11 151 patients were included. The average HR for achieving MRD negativity was 0.36 (95% bayesian credible interval [CrI], 0.33-0.39) for OS and 0.37 (95% CrI, 0.34-0.40) for DFS. The estimated 5-year DFS was 64% for patients without MRD and 25% for those with MRD, and the estimated OS was 68% for patients without MRD and 34% for those with MRD. The association of MRD negativity with DFS and OS was significant for all subgroups, with the exception of MRD assessed by cytogenetics or fluorescent in situ hybridization. CONCLUSIONS AND RELEVANCE The findings of this meta-analysis suggest that achievement of MRD negativity is associated with superior DFS and OS in patients with AML. The value of MRD negativity appears to be consistent across age groups, AML subtypes, time of MRD assessment, specimen source, and MRD detection methods. These results support MRD status as an end point that may allow for accelerated evaluation of novel therapies in AML.
Collapse
Affiliation(s)
- Nicholas J. Short
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston
| | - Shouhao Zhou
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania
| | - Chenqi Fu
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania
| | - Donald A. Berry
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Roland B. Walter
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Sylvie D. Freeman
- Institute of Infection and Immunity, University of Birmingham, Birmingham, United Kingdom
| | - Christopher S. Hourigan
- Laboratory of Myeloid Malignancies, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Xuelin Huang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | | | - Hyunsoo Hwang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Xinyue Qi
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Hagop Kantarjian
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston
| | - Farhad Ravandi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston
| |
Collapse
|
12
|
Liang M, Wang L, Xiao M, Xiong J, Wang J, Wang Z, Huang W, Zhou J. Clinical significance of increased PML-RARa transcripts after induction therapy for acute promyelocytic leukaemia. Ann Med 2020; 52:233-238. [PMID: 32323584 PMCID: PMC7877940 DOI: 10.1080/07853890.2020.1753886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 04/02/2020] [Accepted: 04/06/2020] [Indexed: 10/24/2022] Open
Abstract
Objective: To analyze the clinical and biological significance of the acute promyelocytic leukemia (APL) whose PML-RARa transcripts increased after induction therapy.Methods: We analyzed 9 cases of APL whose PML-RARa transcripts increased after induction treatment and compare them with APL whose PML-RARa transcripts decreased.Results: The only factor affecting increased PML-RARa transcripts was the induction protocol. The cases of increased PML-RARa transcripts received induction treatment mainly based on ATRA and ATO. The evaluation of bone marrow aspirate cytology showed that the cell percentage from myelocyte to segmented neutrophil of the patients with increased PML-RARa transcripts was significantly higher than that of the patients with decreased PML-RARa transcripts. In the follow-up, MRD in 9 cases was consistently negative.Conclusions: Our studies showed the increased PML-RARa transcripts after induction treatment had different clinical significance from the decreased PML-RARa transcripts.
Collapse
Affiliation(s)
- Mi Liang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Hua Zhong University of Science and Technology, Wu Han, Hubei, China
| | - Lei Wang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Hua Zhong University of Science and Technology, Wu Han, Hubei, China
| | - Min Xiao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Hua Zhong University of Science and Technology, Wu Han, Hubei, China
| | - Jie Xiong
- Department of Hematology, Tongji Hospital, Tongji Medical College, Hua Zhong University of Science and Technology, Wu Han, Hubei, China
| | - Jin Wang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Hua Zhong University of Science and Technology, Wu Han, Hubei, China
| | - Zhiqiong Wang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Hua Zhong University of Science and Technology, Wu Han, Hubei, China
| | - Wei Huang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Hua Zhong University of Science and Technology, Wu Han, Hubei, China
| | - Jianfeng Zhou
- Department of Hematology, Tongji Hospital, Tongji Medical College, Hua Zhong University of Science and Technology, Wu Han, Hubei, China
| |
Collapse
|
13
|
Yoest JM, Shirai CL, Duncavage EJ. Sequencing-Based Measurable Residual Disease Testing in Acute Myeloid Leukemia. Front Cell Dev Biol 2020; 8:249. [PMID: 32457898 PMCID: PMC7225302 DOI: 10.3389/fcell.2020.00249] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 03/24/2020] [Indexed: 12/31/2022] Open
Abstract
Next generation sequencing (NGS) methods have allowed for unprecedented genomic characterization of acute myeloid leukemia (AML) over the last several years. Further advances in NGS-based methods including error correction using unique molecular identifiers (UMIs) have more recently enabled the use of NGS-based measurable residual disease (MRD) detection. This review focuses on the use of NGS-based MRD detection in AML, including basic methodologies and clinical applications.
Collapse
Affiliation(s)
- Jennifer M Yoest
- Department of Pathology, Case Western Reserve University, Cleveland, OH, United States
| | - Cara Lunn Shirai
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, United States
| | - Eric J Duncavage
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, United States
| |
Collapse
|
14
|
Prognostic Role of Postinduction Minimal Residual Disease and Myeloid Sarcoma Type Extramedullary Involvement in Pediatric RUNX1-RUNX1T1 (+) Acute Myeloid Leukemia. J Pediatr Hematol Oncol 2020; 42:e132-e139. [PMID: 31688618 DOI: 10.1097/mph.0000000000001623] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND Acute myeloid leukemia with the t(8;21)(q22;q22) rearrangement (RUNX1-RUNX1T1 (+) AML) is known to have a favorable prognosis. Our study aimed to determine the most important prognostic variables among an aggregate of clinical, genetic, and treatment response-based factors in pediatric RUNX1-RUNX1T1 (+) AML. MATERIALS AND METHODS We analyzed the characteristics and outcome of 40 patients who were diagnosed with and treated for RUNX1-RUNX1T1 (+) AML from April 2008 to December 2016 at our institution. RESULTS A<-2.2 log fusion transcript decrement after remission induction, myeloid sarcoma type extramedullary involvement (EMI) at diagnosis, higher initial white blood cell count, and presence of KIT mutation predicted lower event-free survival. Both lower fusion transcript decrement after remission induction and the presence of EMI at diagnosis proved to be significant adverse factors in the multivariate study. The 5-year event-free survival was 70.0±7.2% (28/40); 8 of the 12 relapsed patients survive disease-free, resulting in 5-year overall survival of 89.5±5.0% (36/40). CONCLUSIONS Kinetics of response to remission induction chemotherapy, measured in terms of the PCR value for the fusion transcript, and the presence of myeloid sarcoma type EMI at diagnosis may predict the risk of relapse in pediatric RUNX1-RUNX1T1 (+) AML.
Collapse
|
15
|
Juul-Dam KL, Ommen HB, Nyvold CG, Walter C, Vålerhaugen H, Kairisto V, Abrahamsson J, Alm SJ, Jahnukainen K, Lausen B, Reinhardt D, Zeller B, von Neuhoff N, Fogelstrand L, Hasle H. Measurable residual disease assessment by qPCR in peripheral blood is an informative tool for disease surveillance in childhood acute myeloid leukaemia. Br J Haematol 2020; 190:198-208. [PMID: 32175599 DOI: 10.1111/bjh.16560] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Accepted: 02/12/2020] [Indexed: 12/29/2022]
Abstract
Serial assessments of measurable (or minimal) residual disease (MRD) by qPCR may identify nascent relapse in children with acute myeloid leukaemia (AML) and enable pre-emptive therapy. We investigated the kinetics and prognostic impact of recurrent fusion transcripts (RUNX1-RUNX1T1, CBFB-MYH11, KMT2A-MLLT3 or KMT2A-ELL) in 774 post-induction samples from bone marrow (BM, 347) and peripheral blood (PB, 427) from 75 children with AML. BM MRD persistence during consolidation did not increase the risk of relapse, and MRD at therapy completion did not correlate to outcome (HR = 0·64/MRD log reduction (CI: 0·32-1·26), P = 0·19). In contrast, 8/8 patients with detectable MRD in PB after first consolidation relapsed. Persistence (n = 4) and shifting from negative to positive (n = 10) in PB during follow-up predicted relapse in 14/14 patients. All 253 PB samples collected during follow-up from 36 patients in continuous complete remission were MRD negative. In core-binding factor AML, persistent low-level MRD positivity in BM during follow-up was frequent but an increment to above 5 × 10-4 heralded subsequent haematological relapse in 12/12 patients. We demonstrate that MRD monitoring in PB after induction therapy is highly informative and propose an MRD increment above 5 × 10-4 in PB and BM as a definition of molecular relapse since it always leads to haematological relapse.
Collapse
Affiliation(s)
| | - Hans B Ommen
- Department of Haematology, Aarhus University Hospital, Aarhus, Denmark
| | - Charlotte G Nyvold
- Department of Haematology, Aarhus University Hospital, Aarhus, Denmark.,Haematology-Pathology Research Laboratory, Department of Haematology, Odense University Hospital, Odense, Denmark
| | - Christiane Walter
- Department of Paediatrics III, University Children's Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Helen Vålerhaugen
- Department of Pathology, The Norwegian Radium Hospital, Oslo, Norway
| | - Veli Kairisto
- Laboratory of Molecular Haematology and Pathology, Turku University Central Hospital, Turku, Finland
| | - Jonas Abrahamsson
- Department of Paediatrics, Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Sofie J Alm
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Kirsi Jahnukainen
- Children's Hospital, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Birgitte Lausen
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Dirk Reinhardt
- Department of Paediatrics III, University Children's Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Bernward Zeller
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | - Nils von Neuhoff
- Department of Paediatrics III, University Children's Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Linda Fogelstrand
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.,Department of Clinical Chemistry, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Henrik Hasle
- Department of Paediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| |
Collapse
|
16
|
Molecular characterization of AML with RUNX1-RUNX1T1 at diagnosis and relapse reveals net loss of co-mutations. Hemasphere 2019; 3:e178. [PMID: 31723813 PMCID: PMC6745937 DOI: 10.1097/hs9.0000000000000178] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 11/30/2018] [Accepted: 12/12/2018] [Indexed: 12/23/2022] Open
Abstract
Supplemental Digital Content is available in the text AML with RUNX1-RUNX1T1 fusion is a WHO entity with a favorable outcome following intensive chemotherapy. The absence of RUNX1-RUNX1T1 transcripts in remission defines complete molecular response and correlates with a superior survival. However, a significant proportion of patients still relapses and defining molecular risk factors that identify patients at diagnosis or at molecular remission that are at risk of relapse could help tailor treatment strategies for those high risk patients. Here, we analyze a cohort of 94 patients that reach a molecular remission (MR) following intensive treatment and identify 21 patients that relapse despite achieving MR. Using targeted sequencing of 63 genes implicated in hematologic malignancies we show that at diagnosis patients who relapse following MR have a higher burden of co-mutated genes than patients that do not relapse (median = 2 vs median = 0; P = 0.0156). This resulted in a relapse free survival rate of 65% vs 86% at 2 years, respectively (≥1 co-mutation vs no co-mutation, P = 0.02) with a trend for inferior overall survival (n.s.). Applying sensitive sequencing to reassess mutations at relapse in paired samples of 17/21 patients we demonstrate a net loss of co-mutations at relapse: median 2 (range 0–5) vs 1 (0–4) at diagnosis and relapse (P = 0.048). At relapse more patients had no detected co-mutation compared to diagnosis (47% vs 17%, P = 0.034). Co-mutations at diagnosis, therefore, might represent a general susceptibility of the AML clone to acquire mutations and the true nature of 2nd hit mutations that drive leukemia has to be defined for AML with RUNX1-RUNX1T1 fusion.
Collapse
|
17
|
Banck JC, Görlich D. In-silico comparison of two induction regimens (7 + 3 vs 7 + 3 plus additional bone marrow evaluation) in acute myeloid leukemia treatment. BMC SYSTEMS BIOLOGY 2019; 13:18. [PMID: 30704476 PMCID: PMC6357450 DOI: 10.1186/s12918-019-0684-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 01/16/2019] [Indexed: 01/03/2023]
Abstract
BACKGROUND Clinical integration of systems biology approaches is gaining in importance in the course of digital revolution in modern medicine. We present our results of the analysis of an extended mathematical model describing abnormal human hematopoiesis. The model is able to describe the course of an acute myeloid leukemia including its treatment. In first-line treatment of acute myeloid leukemia, the induction chemotherapy aims for a rapid leukemic cell reduction. We consider combinations of cytarabine and anthracycline-like chemotherapy. Both substances are widely used as standard treatment to achieve first remission. In particular, we compare two scenarios: a single-induction course with 7 days cytarabine and 3 day of anthracycline-like treatment (7 + 3) with a 7 + 3 course and a bone marrow evaluation that leads, in case of insufficient leukemic cell reduction, to the provision of a second chemotherapy course. Three scenarios, based on the leukemias growth kinetics (slow, intermediate, fast), were analyzed. We simulated different intensity combinations for both therapy schemata (7 + 3 and 7 + 3 + evaluation). RESULTS Our model shows that within the 7 + 3 regimen a wider range of intensity combinations result in a complete remission (CR), compared to 7 + 3 + evaluation (fast: 64.3% vs 46.4%; intermediate: 63.7% vs 46.7%; slow: 0% vs 0%). Additionally, the number of simulations resulting in a prolonged CR was higher within the standard regimen (fast: 59.8% vs 40.1%; intermediate: 48.6% vs 31.0%; slow: 0% vs 0%). On the contrary, the 7 + 3 + evaluation regimen allows CR and prolonged CR by lower chemotherapy intensities compared to 7 + 3. Leukemic pace has a strong impact on treatment response and especially on specific effective doses. As a result, faster leukemias are characterized by superior treatment outcomes and can be treated effectively with lower treatment intensities. CONCLUSIONS We could show that 7 + 3 treatment has considerable more chemotherapy combinations leading to a first CR. However, the 7 + 3 + evaluation regimen leads to CR for lower therapy intensity and presumably less side effects. An additional evaluation can be considered beneficial to control therapy success, especially in low dose settings. The treatment success is dependent on leukemia growth dynamics. The determination of leukemic pace should be a relevant part of a personalized medicine.
Collapse
Affiliation(s)
- Jan Christoph Banck
- Institute of Biostatistics and Clinical Research, Westfälische Wilhelms-Universität Münster, Münster, Germany.,Department of Medicine III, University Hospital, Ludwig-Maximilians-Universität Munich, Munich, Germany
| | - Dennis Görlich
- Institute of Biostatistics and Clinical Research, Westfälische Wilhelms-Universität Münster, Münster, Germany.
| |
Collapse
|
18
|
Moors I, Vandepoele K, Philippé J, Deeren D, Selleslag D, Breems D, Straetmans N, Kerre T, Denys B. Clinical implications of measurable residual disease in AML: Review of current evidence. Crit Rev Oncol Hematol 2019; 133:142-148. [DOI: 10.1016/j.critrevonc.2018.11.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 08/30/2018] [Accepted: 11/23/2018] [Indexed: 02/08/2023] Open
|
19
|
Buldini B, Maurer-Granofszky M, Varotto E, Dworzak MN. Flow-Cytometric Monitoring of Minimal Residual Disease in Pediatric Patients With Acute Myeloid Leukemia: Recent Advances and Future Strategies. Front Pediatr 2019; 7:412. [PMID: 31681710 PMCID: PMC6798174 DOI: 10.3389/fped.2019.00412] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 09/25/2019] [Indexed: 01/10/2023] Open
Abstract
Minimal residual disease (MRD) by multiparametric flow cytometry (MFC) has been recently shown as a strong and independent prognostic marker of relapse in pediatric AML (pedAML) when measured at specific time points during Induction and/or Consolidation therapy. Hence, MFC-MRD has the potential to refine the current strategies of pedAML risk stratification, traditionally based on the cytogenetic and molecular genetic aberrations at diagnosis. Consequently, it may guide the modulation of therapy intensity and clinical decision making. However, the use of non-standardized protocols, including different staining panels, analysis, and gating strategies, may hamper a broad implementation of MFC-MRD monitoring in clinical routine. Besides, the thresholds of MRD positivity still need to be validated in large, prospective and multi-center clinical studies, as well as optimal time points of MRD assessment during therapy, to better discriminate patients with different prognosis. In the present review, we summarize the most relevant findings on MFC-MRD testing in pedAML. We examine the clinical significance of MFC-MRD and the recent advances in its standardization, including innovative approaches with an automated analysis of MFC-MRD data. We also touch upon other technologies for MRD assessment in AML, such as quantitative genomic breakpoint PCR, current challenges and future strategies to enable full incorporation of MFC-MRD into clinical practice.
Collapse
Affiliation(s)
- Barbara Buldini
- Laboratory of Hematology-Oncology, Department of Woman's and Child's Health, University of Padova, Padova, Italy
| | | | - Elena Varotto
- Laboratory of Hematology-Oncology, Department of Woman's and Child's Health, University of Padova, Padova, Italy
| | - Michael N Dworzak
- Children's Cancer Research Institute (CCRI), St. Anna Kinderkrebsforschung, Vienna, Austria
| |
Collapse
|
20
|
Shang L, Chen X, Liu Y, Cai X, Shi Y, Shi L, Li Y, Song Z, Zheng B, Sun W, Ru K, Mi Y, Wang J, Wang H. The immunophenotypic characteristics and flow cytometric scoring system of acute myeloid leukemia with t(8;21) (q22;q22); RUNX1-RUNX1T1. Int J Lab Hematol 2018; 41:23-31. [PMID: 30264491 DOI: 10.1111/ijlh.12916] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Revised: 06/26/2018] [Accepted: 07/19/2018] [Indexed: 01/29/2023]
Abstract
INTRODUCTION The translocation t(8;21) is one of the most frequent chromosome translocations in AML. Molecular (cyto)genetics is regarded as the gold standard for diagnosis. However, due to the complicated variety of AML-related genetic abnormalities, comprehensive screening for all of these abnormalities may not be cost-effective. Therefore, a flow cytometric (FC) scoring system was generated in this study for rapid screening and diagnosis of t(8;21)AML. METHODS The immunophenotypic characteristics of leukemic cells and neutrophils in cases with t(8;21) AML or other subtypes of AML were analyzed to find a method for the flow diagnosis of t(8;21) AML. RESULTS In this study, we picked six FC features pointing to the diagnosis of t(8;21) AML: The blasts show high-intensity expression of CD34; aberrant expression of CD19, cCD79a, and CD56 in myeloblasts; co-expression of CD56 in neutrophils, especially in immature neutrophils; and a maturity disturbance in granulocytes. A six-point score was devised using these features. By ROC analysis, the AUC was 0.952, and the sensitivity, specificity, PPV, and NPV were 0.86, 0.90. 0.91, and 0.84 when the score was ≥3 points. The score was then prospectively validated on an independent cohort, and the AUC of the ROC curve for the validation cohort was 0.975. When the cutoff value was set at 3, the obtained sensitivity and specificity values were 0.91 and 0.94, respectively. CONCLUSIONS The FC score described can be used for the identification and rapid screening of t(8;21) AML.
Collapse
Affiliation(s)
- Lei Shang
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Xuejing Chen
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Yan Liu
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Xiaojin Cai
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Yin Shi
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Lihui Shi
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Yuanyuan Li
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Zhen Song
- Medical Service Division, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Bin Zheng
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Wanchen Sun
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Kun Ru
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Yingchang Mi
- Leukemia Center, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Jianxiang Wang
- Leukemia Center, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Huijun Wang
- Department of Hematopathology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| |
Collapse
|
21
|
Minimal residual disease (MRD) monitoring and mutational landscape in AML with RUNX1-RUNX1T1: a study on 134 patients. Leukemia 2018; 32:2270-2274. [DOI: 10.1038/s41375-018-0086-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Revised: 01/22/2018] [Accepted: 01/26/2018] [Indexed: 12/26/2022]
|
22
|
Matsuo H, Iijima-Yamashita Y, Yamada M, Deguchi T, Kiyokawa N, Shimada A, Tawa A, Tomizawa D, Taga T, Kinoshita A, Adachi S, Horibe K. Monitoring of fusion gene transcripts to predict relapse in pediatric acute myeloid leukemia. Pediatr Int 2018; 60:41-46. [PMID: 29067751 DOI: 10.1111/ped.13440] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2017] [Revised: 09/10/2017] [Accepted: 10/19/2017] [Indexed: 11/29/2022]
Abstract
BACKGROUND In acute myeloid leukemia (AML), accurate detection of minimal residual disease (MRD) enables better risk-stratified therapy. There are few studies, however, on the monitoring of multiple fusion transcripts and evaluation of their accuracy as indicators of MRD at multiple time points. METHODS We retrospectively examined RNA obtained from 82 pediatric AML patients enrolled in the Japanese Pediatric Leukemia/Lymphoma Study Group (JPLSG) AML-05 study. The expression of six important fusion transcripts (AML1(RUNX1)-ETO, CBFB-MYH11, MLL(KMT2A)-AF9, MLL-ELL, MLL-AF6, and FUS-ERG) was analyzed at five time points 30-40 days apart following diagnosis. RESULTS In patients with AML1-ETO (n = 36 at time point 5), all six patients with >3,000 copies and four of 30 patients with ≤3,000 copies relapsed. AML1-ETO transcripts persisted during treatment even in patients without relapse, as well as CBFB-MYH11 transcripts. In contrast, in patients with MLL-AF9 (n = 9 at time point 5), two patients were positive for MLL-AF9 expression (>50 copies) and both relapsed. Only one of seven MLL-AF9-negative patients relapsed. In the AML1-ETO group, MRD-positive patients (>3,000 copies at time point 5) had significantly lower relapse-free survival (RFS; P < 0.0001) and overall survival (OS; P = 0.009) than MRD-negative patients. Similarly, in the MLL-AF9 group, MRD-positive patients (>50 copies at time point 5) had significantly lower RFS (P = 0.002) and OS (P = 0.002) than MRD-negative patients. CONCLUSIONS Detection of MLL-AF9 transcripts on real-time quantitative polymerase chain reaction is a promising marker of relapse in pediatric AML. In contrast, the clinical utility of detecting AML1-ETO and CBFB-MYH11 expression is limited, although higher AML1-ETO expression can be a potential predictor of relapse when assessed according to an optimal threshold.
Collapse
Affiliation(s)
- Hidemasa Matsuo
- Clinical Research Center, National Hospital Organization Nagoya Medical Center, Aichi, Japan.,Department of Human Health Sciences, Kyoto University, Kyoto, Japan.,Department of Clinical Laboratory, Kyoto University Hospital, Kyoto, Japan
| | - Yuka Iijima-Yamashita
- Clinical Research Center, National Hospital Organization Nagoya Medical Center, Aichi, Japan
| | - Miho Yamada
- Clinical Research Center, National Hospital Organization Nagoya Medical Center, Aichi, Japan
| | - Takao Deguchi
- Department of Pediatrics, Mie University, Mie, Japan
| | - Nobutaka Kiyokawa
- Department of Pediatric Hematology and Oncology Research, National Research Institute for Child Health and Development, Tokyo, Japan
| | - Akira Shimada
- Department of Pediatrics, Okayama University Hospital, Okayama, Japan
| | - Akio Tawa
- Department of Pediatrics, Osaka National Hospital, Osaka, Japan
| | - Daisuke Tomizawa
- Division of Leukemia and Lymphoma, Children's Cancer Center, National Center for Child Health and Development, Tokyo, Japan
| | - Takashi Taga
- Department of Pediatrics, Shiga University of Medical Science, Shiga, Japan
| | - Akitoshi Kinoshita
- Department of Pediatrics, St Marianna University School of Medicine, Kanagawa, Japan
| | - Souichi Adachi
- Department of Human Health Sciences, Kyoto University, Kyoto, Japan
| | - Keizo Horibe
- Clinical Research Center, National Hospital Organization Nagoya Medical Center, Aichi, Japan
| |
Collapse
|
23
|
Zhu YM, Wang PP, Huang JY, Chen YS, Chen B, Dai YJ, Yan H, Hu Y, Cheng WY, Ma TT, Chen SJ, Shen Y. Gene mutational pattern and expression level in 560 acute myeloid leukemia patients and their clinical relevance. J Transl Med 2017; 15:178. [PMID: 28830460 PMCID: PMC5568401 DOI: 10.1186/s12967-017-1279-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Accepted: 08/09/2017] [Indexed: 12/13/2022] Open
Abstract
Background Cytogenetic aberrations and gene mutations have long been regarded as independent prognostic markers in AML, both of which can lead to misexpression of some key genes related to hematopoiesis. It is believed that the expression level of the key genes is associated with the treatment outcome of AML. Methods In this study, we analyzed the clinical features and molecular aberrations of 560 newly diagnosed non-M3 AML patients, including mutational status of CEBPA, NPM1, FLT3, C-KIT, NRAS, WT1, DNMT3A, MLL-PTD and IDH1/2, as well as expression levels of MECOM, ERG, GATA2, WT1, BAALC, MEIS1 and SPI1. Results Certain gene expression levels were associated with the cytogenetic aberration of the disease, especially for MECOM, MEIS1 and BAALC. FLT3, C-KIT and NRAS mutations contained conversed expression profile regarding MEIS1, WT1, GATA2 and BAALC expression, respectively. FLT3, DNMT3A, NPM1 and biallelic CEBPA represented the mutations associated with the prognosis of AML in our group. Higher MECOM and MEIS1 gene expression levels showed a significant impact on complete remission (CR) rate, disease free survival (DFS) and overall survival (OS) both in univariate and multivariate analysis, respectively; and an additive effect could be observed. By systematically integrating gene mutational status results and gene expression profile, we could establish a more refined system to precisely subdivide AML patients into distinct prognostic groups. Conclusions Gene expression abnormalities contained important biological and clinical informations, and could be integrated into current AML stratification system. Electronic supplementary material The online version of this article (doi:10.1186/s12967-017-1279-4) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Yong-Mei Zhu
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Pan-Pan Wang
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Jin-Yan Huang
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Yun-Shuo Chen
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Bing Chen
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Yu-Jun Dai
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Han Yan
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Yi Hu
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Wen-Yan Cheng
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Ting-Ting Ma
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China
| | - Sai-Juan Chen
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China.
| | - Yang Shen
- Department of Hematology, Shanghai Institute of Hematology, RuiJin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 197 RuiJin Road II, Shanghai, 200025, China.
| |
Collapse
|
24
|
Tomlinson B, Lazarus HM. Enhancing acute myeloid leukemia therapy - monitoring response using residual disease testing as a guide to therapeutic decision-making. Expert Rev Hematol 2017; 10:563-574. [PMID: 28475434 DOI: 10.1080/17474086.2017.1326811] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Current standards for monitoring the response of acute myeloid leukemia (AML) are based on morphologic assessments of the bone marrow and recovery of peripheral blood counts. A growing experience is being developed to enhance the detection of small amounts of AML, or minimal residual disease (MRD). Areas covered: Available techniques include multi-color flow cytometry (MFC) of leukemia associated immunophenotypes (LAIP), quantitative reverse transcriptase polymerase chain reaction (QRT-PCR) for detecting fusion and mutated genes (RUNX1-RUNX1T1, CBFB-MYH11, and NPM1), overexpression of genes such as WT1, and next generation sequencing (NGS) for MRD. Expert commentary: While MRD monitoring is standard of care in some leukemia subsets such as acute promyelocytic leukemia, this approach for the broader AML population does not universally predict outcomes as some patients may experience relapse in the setting of undetectable leukemia while others show no obvious disease progression despite MRD positivity. However, there are instances where MRD can identify patients at increased risk for relapse that may change recommended therapy. Currently, prospective investigations to define clinically relevant MRD thresholds are ongoing. Risk-adapted trials are needed to best define the use of MRD in the follow up of AML patients after initial induction therapy.
Collapse
Affiliation(s)
- Benjamin Tomlinson
- a Department of Medicine , University Hospitals Seidman Cancer Center, Case Comprehensive Cancer Center , Cleveland , OH , USA
| | - Hillard M Lazarus
- a Department of Medicine , University Hospitals Seidman Cancer Center, Case Comprehensive Cancer Center , Cleveland , OH , USA
| |
Collapse
|
25
|
Karlsson L, Forestier E, Hasle H, Jahnukainen K, Jónsson ÓG, Lausen B, Norén Nyström U, Palle J, Tierens A, Zeller B, Abrahamsson J. Outcome after intensive reinduction therapy and allogeneic stem cell transplant in paediatric relapsed acute myeloid leukaemia. Br J Haematol 2017; 178:592-602. [PMID: 28439893 DOI: 10.1111/bjh.14720] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 02/23/2017] [Indexed: 11/30/2022]
Abstract
Given that 30-40% of children with acute myeloid leukaemia (AML) relapse after primary therapy it is important to define prognostic factors and identify optimal therapy. From 1993 to 2012, 543 children from the Nordic countries were treated according to two consecutive protocols: 208 children relapsed. The influence of disease characteristics, first line treatment, relapse therapy and duration of first remission on outcome was analysed. Second complete remission (CR2) was achieved in 146 (70%) patients. Estimated 5-year overall survival (OS5y ) was 39 ± 4% for the whole group and 43 ± 4% for the 190 patients given re-induction therapy, of whom 76% received regimens that included fludarabine, cytarabine (FLA) ± anthracyclines, 18% received Nordic Society for Paediatric Haematology and Oncology (NOPHO) upfront blocks and 5% received other regimens. Late relapse ≥1 year from diagnosis, no allogeneic stem cell transplantation (SCT) in first remission and core binding factor AML were independent favourable prognostic factors for survival. For the 128 children (124 in CR2) that received SCT as consolidation therapy after relapse, OS5y was 61 ± 5%. Four of 19 children (21%) survived without receiving SCT as part of relapse therapy. Our data show that intensive re-induction followed by SCT can give cure rates of 40% in children with relapsed AML.
Collapse
Affiliation(s)
- Lene Karlsson
- Institution for Clinical Sciences, Department of Paediatrics, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Erik Forestier
- Department of Clinical Sciences, Paediatrics, Umea University, Umea, Sweden
| | - Henrik Hasle
- Department of Paediatrics, Aarhus University Hospital Skejby, Aarhus, Denmark
| | - Kirsi Jahnukainen
- Division of Haematology-Oncology and Stem Cell Transplantation, Children's Hospital, Helsinki, Finland
| | - Ólafur G Jónsson
- Children's Hospital, Landspitali University Hospital, Hringbraut, Reykjavik, Iceland
| | - Birgitte Lausen
- Department of Paediatrics and Adolescent Medicine, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | | | - Josefine Palle
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Anne Tierens
- Department of Pathobiology and Laboratory Medicine, University Health Network, Toronto General Hospital, Toronto, ON, Canada
| | - Bernward Zeller
- Department of Paediatrics, Oslo University Hospital, Oslo, Norway
| | - Jonas Abrahamsson
- Institution for Clinical Sciences, Department of Paediatrics, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
26
|
Gao HT, Zhang Y, Sun K, Guo JM, Chen YQ, Chen XL, Shi J, Niu XN, Wang F, Huo L. [Prognostic value of dynamic monitoring of RUNX1-RUNX1T1 transcript in pediatric acute myeloid leukemia]. ZHONGHUA XUE YE XUE ZA ZHI = ZHONGHUA XUEYEXUE ZAZHI 2017; 38:210-215. [PMID: 28395444 PMCID: PMC7348373 DOI: 10.3760/cma.j.issn.0253-2727.2017.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Indexed: 12/01/2022]
Abstract
Objective: To investigate the prognostic value of dynamic monitoring of RUNX1-RUNX1T1 transcript in pediatric patients with t (8;21) acute myeloid leukemia (AML) . Methods: The clinical features and RUNX1-RUNX1T1 transcript levels of 55 pediatric t (8;21) AML patients, newly diagnosed from Jan. 2010 to Apr. 2016, were analyzed retrospectively. The relationship between the minimal residual disease (MRD) and prognosis was analysed by dynamic monitoring of RUNX1-RUNX1T1 transcript levels using real-time quantitative PCR (RQ-PCR) technology. Results: The RUNX1-RUNX1T1 transcript levels in bone marrow cells at diagnosis was not related to relapse. After one course of induction therapy, patients with a more than 2 Log reduction of RUNX1-RUNX1T1 transcript levels (>2 Log) had lower 5 years cumulative incidence of relapse (CIR) [ (24.3±8.4) % vs (52.6±9.7) %, χ(2)=9.046, P=0.003], relapse-free survival (RFS) [ (71.6±12.7) % vs (48.1±13.2) %, χ(2)=5.814, P=0.016], and better overall survival (OS) [ (76.9±12.5) % vs (48.9±14.7) %, χ(2)=6.346, P=0.012], compared to patients with a less than 2 Log reduction (a<2 Log) . Multivariate Cox survival analysis suggested that a>2 Log reduction in RUNX1-RUNX1T1 transcript levels after a course of induction therapy was an independent prognostic factor for RFS (HR=0.263, 95%CI 0.081-0.851, P=0.026) and OS (HR=0.214, 95% CI 0.057-0.808, P=0.023) . During consolidation therapy and follow-up period, molecular relapse of 16 cases and hematologic relapse of 13 cases were identified by continuous dynamic monitoring of RUNX1-RUNX1T1 transcript levels, with a median interval of 4.0 (1.5-5.8) months from the molecular relapse to hematologic relapse. 2 cases of molecular relapse who received timely allogeneic hematopoietic stem cell transplantation did not experience hematologic relapse. Conclusion: Dynamic monitoring RUNX1-RUNX1T1 transcript levels by RQ-PCR technique can subdivide patients into relatively low and high risk group, early screen patients at high risk of relapse and provide a scientific basis for precision stratification and risk-adapted therapy for pediatric t (8;21) AML children.
Collapse
Affiliation(s)
- H T Gao
- Department of Hematology, Zhengzhou University People's Hospital, Zhengzhou 450003, China
| | | | | | | | | | | | | | | | | | | |
Collapse
|
27
|
Buldini B, Rizzati F, Masetti R, Fagioli F, Menna G, Micalizzi C, Putti MC, Rizzari C, Santoro N, Zecca M, Disarò S, Rondelli R, Merli P, Pigazzi M, Pession A, Locatelli F, Basso G. Prognostic significance of flow-cytometry evaluation of minimal residual disease in children with acute myeloid leukaemia treated according to the AIEOP-AML 2002/01 study protocol. Br J Haematol 2017; 177:116-126. [PMID: 28240765 DOI: 10.1111/bjh.14523] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 11/07/2016] [Indexed: 12/22/2022]
Abstract
In children with acute myeloid leukaemia (AML), assessment of initial treatment response is an essential prognostic factor; methods more sensitive than morphology are still under evaluation. We report on the measurement of minimal residual disease (MRD), by multicolour flow-cytometry in one centralized laboratory, in 142 children with newly diagnosed AML enrolled in the Associazione Italiana di EmatoOncologia Pediatrica-AML 2002/01 trial. At the end of the first induction course, MRD was <0·1% in 69, 0·1-1% in 16 and >1% in 51 patients. The 8-year disease-free survival (DFS) of 125 children in morphological complete remission and with MRD <0·1%, 0·1-1% and ≥1% was 73·1 ± 5·6%, 37·8 ± 12·1% and 34·1 ± 8·8%, respectively (P < 0·01). MRD was also available after the second induction course in 92/142 patients. MRD was ≥0·1% at the end of the first induction course in 36 patients; 13 reached an MRD <0·1% after the second one and their DFS was 45·4 ± 16·7% vs. 22·8 ± 8·9% in patients with persisting MRD ≥0·1% (P = 0·037). Multivariate analysis demonstrated that MRD ≥0·1% after first induction course was, together with a monosomal karyotype, an independent adverse prognostic factor for DFS. Our results show that MRD detected by flow-cytometry after induction therapy predicts outcome in patients with childhood AML and can help stratifying post-remission treatment.
Collapse
Affiliation(s)
- Barbara Buldini
- Department of Woman and Child Health, Laboratory of Haematology-Oncology, University of Padova, Padova, Italy
| | - Frida Rizzati
- Department of Woman and Child Health, Laboratory of Haematology-Oncology, University of Padova, Padova, Italy
| | - Riccardo Masetti
- Department of Pediatrics, Lalla Seragnoli, Haematology-Oncology Unit, University of Bologna, Bologna, Italy
| | - Franca Fagioli
- Pediatric Onco-Haematology, Stem Cell Transplantation and Cellular Therapy Division, Regina Margherita Children's Hospital, Torino, Italy
| | - Giuseppe Menna
- Department of Pediatric Haemato-Oncology, Santobono-Pausilipon Hospital, Napoli, Italy
| | - Concetta Micalizzi
- Department of Pediatric Haemato-Oncology, IRCCS Istituto "Giannina Gaslini", Genova, Italy
| | - Maria Caterina Putti
- Department of Woman and Child Health, Laboratory of Haematology-Oncology, University of Padova, Padova, Italy
| | - Carmelo Rizzari
- Department of Pediatrics, Centro Ricerca Tettamanti, Università di Milano-Bicocca, Monza, Italy
| | - Nicola Santoro
- Department of Pediatrics, Policlinico di Bari, Bari, Italy
| | - Marco Zecca
- Department of Pediatric Haemato-Oncology, Fondazione IRCCS Policlinico S. Matteo, Pavia, Italy
| | - Silvia Disarò
- Department of Woman and Child Health, Laboratory of Haematology-Oncology, University of Padova, Padova, Italy
| | - Roberto Rondelli
- Department of Pediatrics, Lalla Seragnoli, Haematology-Oncology Unit, University of Bologna, Bologna, Italy
| | - Pietro Merli
- Department of Pediatric Haematology-Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Ospedale Bambino Gesù, Rome; University of Pavia, Pavia, Italy
| | - Martina Pigazzi
- Department of Woman and Child Health, Laboratory of Haematology-Oncology, University of Padova, Padova, Italy
| | - Andrea Pession
- Department of Pediatrics, Lalla Seragnoli, Haematology-Oncology Unit, University of Bologna, Bologna, Italy
| | - Franco Locatelli
- Department of Pediatric Haematology-Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Ospedale Bambino Gesù, Rome; University of Pavia, Pavia, Italy
| | - Giuseppe Basso
- Department of Woman and Child Health, Laboratory of Haematology-Oncology, University of Padova, Padova, Italy
| |
Collapse
|
28
|
Deotare U, Shaheen M, Brandwein JM, Pitcher B, Kamel-Reid S, Yee KWL, Schimmer A, Minden MD, Gupta V, Schuh AC. Predictive value of molecular remissions postconsolidation chemotherapy in patients with Core Binding Factor Acute Myeloid Leukemia (CBF-AML) - a single center analysis. Hematol Oncol 2016; 35:810-813. [PMID: 27597292 DOI: 10.1002/hon.2341] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 06/13/2016] [Accepted: 07/13/2016] [Indexed: 11/11/2022]
Abstract
We analyzed the outcome of 80 sequential patients with core binding factor acute myeloid leukemia and evaluated the influence of molecular monitoring by quantitative reverse transcriptase polymerase chain reaction. With a median follow-up of 5 years, the estimated 5-year relapse-free survival and overall survival were 58% and 66%, respectively. Patients who were in molecular remission at the completion of consolidation chemotherapy had a 21% risk of relapse, while the relapse risk for those in molecular remission at the end of 2 years was 5.5%. Our data indicate that postconsolidation molecular remission does not necessarily preclude disease relapse and further monitoring is required. In contrast, molecular negativity by quantitative reverse transcriptase polymerase chain reaction at the end of 2 years is associated with a low risk of relapse.
Collapse
Affiliation(s)
- Uday Deotare
- Leukemia Program, Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Marwan Shaheen
- Leukemia Program, Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Joseph M Brandwein
- Division of Hematology, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Bethany Pitcher
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Suzanne Kamel-Reid
- Molecular Diagnostics, Department of Pathobiology and Laboratory Medicine, University Health Network, Toronto, Ontario, Canada
| | - Karen W L Yee
- Leukemia Program, Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Aaron Schimmer
- Leukemia Program, Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Mark D Minden
- Leukemia Program, Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Vikas Gupta
- Leukemia Program, Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Andre C Schuh
- Leukemia Program, Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| |
Collapse
|
29
|
Mulé MP, Mannis GN, Wood BL, Radich JP, Hwang J, Ramos NR, Andreadis C, Damon L, Logan AC, Martin TG, Hourigan CS. Multigene Measurable Residual Disease Assessment Improves Acute Myeloid Leukemia Relapse Risk Stratification in Autologous Hematopoietic Cell Transplantation. Biol Blood Marrow Transplant 2016; 22:1974-1982. [PMID: 27544285 DOI: 10.1016/j.bbmt.2016.08.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2016] [Accepted: 08/11/2016] [Indexed: 11/25/2022]
Abstract
We report here the largest study to date of adult patients with acute myeloid leukemia (AML) tested for measurable residual disease (MRD) at the time of autologous hematopoietic cell transplantation (auto-HCT). Seventy-two adult patients who underwent transplantation between 2004 and 2013 at a single academic medical center (University of California San Francisco) were eligible for this retrospective study based on availability of cryopreserved granulocyte colony-stimulating factor (GCSF)-mobilized autologous peripheral blood progenitor cell (PBPC) leukapheresis specimens ("autografts"). Autograft MRD was assessed by molecular methods (real-time quantitative PCR [RQ-PCR] for Wilms tumor 1 (WT1) alone or a multigene panel) and by multiparameter flow cytometry (MPFC). WT1 RQ-PCR testing of the autograft had low sensitivity for relapse prediction (14%) and a negative predictive value of 51%. MPFC failed to identify MRD in any of 34 autografts tested. Combinations of molecular MRD assays, however, improved prediction of post-auto-HCT relapse. In multivariate analysis of clinical variables, including age, gender, race, cytogenetic risk category, and CD34+ cell dose, only autograft multigene MRD as assessed by RQ-PCR was statistically significantly associated with relapse. One year after transplantation, only 28% patients with detectable autograft MRD were relapse free, compared with 67% in the MRD-negative cohort. Multigene MRD, while an improvement on other methods tested, was however suboptimal for relapse prediction in unselected patients, with specificity of 83% and sensitivity of 46%. In patients with known chromosomal abnormalities or mutations, however, better predictive value was observed with no relapses observed in MRD-negative patients in the first year after auto-HCT compared with 83% incidence of relapse in the MRD-positive patients (hazard ratio, 12.45; P = .0016). In summary, increased personalization of MRD monitoring by use of a multigene panel improved the ability to risk stratify patients for post-auto-HCT relapse. WT1 RQ-PCR and flow cytometric assessment for AML MRD in autograft samples had limited value for predicting relapse after auto-HCT. We demonstrate that cryopreserved autograft material presents unique challenges for AML MRD testing because of the masking effects of previous GCSF exposure on gene expression and flow cytometry signatures. In the absence of information regarding diagnostic characteristics, sources other than GCSF-stimulated PBSC leukapheresis specimens should be considered as alternatives for MRD testing in AML patients undergoing auto-HCT.
Collapse
Affiliation(s)
- Matthew P Mulé
- Myeloid Malignancies Section, Hematology Branch, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Gabriel N Mannis
- Department of Medicine, Division of Hematology and Blood and Marrow Transplantation, University of California, San Francisco, California
| | - Brent L Wood
- Fred Hutchinson Cancer Research Center, Seattle, Washington
| | | | - Jimmy Hwang
- Department of Medicine, Division of Hematology and Blood and Marrow Transplantation, University of California, San Francisco, California
| | - Nestor R Ramos
- Myeloid Malignancies Section, Hematology Branch, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Charalambos Andreadis
- Department of Medicine, Division of Hematology and Blood and Marrow Transplantation, University of California, San Francisco, California
| | - Lloyd Damon
- Department of Medicine, Division of Hematology and Blood and Marrow Transplantation, University of California, San Francisco, California
| | - Aaron C Logan
- Department of Medicine, Division of Hematology and Blood and Marrow Transplantation, University of California, San Francisco, California
| | - Thomas G Martin
- Department of Medicine, Division of Hematology and Blood and Marrow Transplantation, University of California, San Francisco, California
| | - Christopher S Hourigan
- Myeloid Malignancies Section, Hematology Branch, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, Maryland.
| |
Collapse
|
30
|
Manara E, Basso G, Zampini M, Buldini B, Tregnago C, Rondelli R, Masetti R, Bisio V, Frison M, Polato K, Cazzaniga G, Menna G, Fagioli F, Merli P, Biondi A, Pession A, Locatelli F, Pigazzi M. Characterization of children with FLT3-ITD acute myeloid leukemia: a report from the AIEOP AML-2002 study group. Leukemia 2016; 31:18-25. [PMID: 27416911 DOI: 10.1038/leu.2016.177] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Revised: 05/30/2016] [Accepted: 06/03/2016] [Indexed: 01/02/2023]
Abstract
Recurrent molecular markers have been routinely used in acute myeloid leukemia (AML) for risk assessment at diagnosis, whereas their post-induction monitoring still represents a debated issue. We evaluated the prognostic value and biological impact of minimal residual disease (MRD) and of the allelic ratio (AR) of FLT3-internal-tandem duplication (ITD) in childhood AML. We retrospectively screened 494 children with de novo AML for FLT3-ITD mutation, identifying 54 harboring the mutation; 51% of them presented high ITD-AR at diagnosis and had worse event-free survival (EFS, 19.2 versus 63.5% for low ITD-AR, <0.05). Forty-one percent of children with high levels of MRD after the 1st induction course, measured by a patient-specific real-time-PCR, had worse EFS (22.2 versus 59.4% in low-MRD patients, P<0.05). Next, we correlated these parameters with gene expression, showing that patients with high ITD-AR or persistent MRD had characteristic expression profiles with deregulated genes involved in methylation and acetylation. Moreover, patients with high CyclinA1 expression presented an unfavorable EFS (20.3 versus 51.2% in low CyclinA1 group, P<0.01). Our results suggest that ITD-AR levels and molecular MRD should be considered in planning clinical management of FLT3-ITD patients. Different transcriptional activation of epigenetic and oncogenic profiles may explain variability in outcome among these patients, for whom novel therapeutic approaches are desirable.
Collapse
Affiliation(s)
- E Manara
- Istituto di Ricerca Pediatrica - Città della Speranza, Padova, Italy
| | - G Basso
- Dipartimento di Salute della Donna e del Bambino, Clinica di Oncoematologia Pediatrica, Università di Padova, Padova, Italy
| | - M Zampini
- Istituto di Ricerca Pediatrica - Città della Speranza, Padova, Italy
| | - B Buldini
- Dipartimento di Salute della Donna e del Bambino, Clinica di Oncoematologia Pediatrica, Università di Padova, Padova, Italy
| | - C Tregnago
- Dipartimento di Salute della Donna e del Bambino, Clinica di Oncoematologia Pediatrica, Università di Padova, Padova, Italy
| | - R Rondelli
- Clinica Pediatrica, Università di Bologna, Ospedale 'S. Orsola', Bologna, Italy
| | - R Masetti
- Clinica Pediatrica, Università di Bologna, Ospedale 'S. Orsola', Bologna, Italy
| | - V Bisio
- Dipartimento di Salute della Donna e del Bambino, Clinica di Oncoematologia Pediatrica, Università di Padova, Padova, Italy
| | - M Frison
- Dipartimento di Salute della Donna e del Bambino, Clinica di Oncoematologia Pediatrica, Università di Padova, Padova, Italy
| | - K Polato
- Dipartimento di Salute della Donna e del Bambino, Clinica di Oncoematologia Pediatrica, Università di Padova, Padova, Italy
| | - G Cazzaniga
- Clinica Pediatrica, Centro Ricerca Tettamanti, Università di Milano-Bicocca, Monza, Italia
| | - G Menna
- Department of Paediatric Haemato-Oncology, Santobono-Pausilipon Hospital, Napoli, Italy
| | - F Fagioli
- Paediatric Onco-Haematology, Stem Cell Transplantation and Cellular Therapy Division, Regina Margherita Children's Hospital, Torino, Italy
| | - P Merli
- IRCCS Bambino Gesù Children's Hospital Rome, Università di Pavia, Rome, Italy
| | - A Biondi
- Clinica Pediatrica, Centro Ricerca Tettamanti, Università di Milano-Bicocca, Monza, Italia
| | - A Pession
- Clinica Pediatrica, Università di Bologna, Ospedale 'S. Orsola', Bologna, Italy
| | - F Locatelli
- IRCCS Bambino Gesù Children's Hospital Rome, Università di Pavia, Rome, Italy
| | - M Pigazzi
- Dipartimento di Salute della Donna e del Bambino, Clinica di Oncoematologia Pediatrica, Università di Padova, Padova, Italy
| |
Collapse
|
31
|
Qin YZ, Wang Y, Zhu HH, Gale RP, Zhang MJ, Jiang Q, Jiang H, Xu LP, Chen H, Zhang XH, Liu YR, Lai YY, Jiang B, Liu KY, Huang XJ. Low WT1 transcript levels at diagnosis predicted poor outcomes of acute myeloid leukemia patients with t(8;21) who received chemotherapy or allogeneic hematopoietic stem cell transplantation. CHINESE JOURNAL OF CANCER 2016; 35:46. [PMID: 27197573 PMCID: PMC4873994 DOI: 10.1186/s40880-016-0110-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 05/03/2016] [Indexed: 01/27/2023]
Abstract
Background Acute myeloid leukemia (AML) with t(8;21) is a heterogeneous disease. Identifying AML patients with t(8;21) who have a poor prognosis despite achieving remission is important for determining the best subsequent therapy. This study aimed to evaluate the impact of Wilm tumor gene-1 (WT1) transcript levels and cellular homolog of the viral oncogene v-KIT receptor tyrosine kinase (C-KIT) mutations at diagnosis, and RUNX1-RUNX1T1 transcript levels after the second consolidation chemotherapy cycle on outcomes. Methods Eighty-eight AML patients with t(8;21) who received chemotherapy only or allogeneic hematopoietic stem cell transplantation (allo-HSCT) were included. Patients who achieved remission, received two or more cycles of consolidation chemotherapy, and had a positive measureable residual disease (MRD) test result (defined as <3-log reduction in RUNX1-RUNX1T1 transcript levels compared to baseline) after 2–8 cycles of consolidation chemotherapy were recommended to receive allo-HSCT. Patients who had a negative MRD test result were recommended to receive further chemotherapy up to only 8 cycles. WT1 transcript levels and C-KIT mutations at diagnosis, and RUNX1-RUNX1T1 transcript levels after the second consolidation chemotherapy cycle were tested. Results Patients who had a C-KIT mutation had significantly lower WT1 transcript levels than patients who did not have a C-KIT mutation (6.7% ± 10.6% vs. 19.5% ± 19.9%, P < 0.001). Low WT1 transcript levels (≤5.0%) but not C-KIT mutation at diagnosis, a positive MRD test result after the second cycle of consolidation chemotherapy, and receiving only chemotherapy were independently associated with high cumulative incidence of relapse in all patients (hazard ratio [HR] = 3.53, 2.30, and 11.49; 95% confidence interval [CI] 1.64–7.62, 1.82–7.56, and 4.43–29.82; P = 0.002, 0.034, and <0.001, respectively); these conditions were also independently associated with low leukemia-free survival (HR = 3.71, 2.33, and 5.85; 95% CI 1.82–7.56, 1.17–4.64, and 2.75–12.44; P < 0.001, 0.016, and <0.001, respectively) and overall survival (HR = 3.50, 2.32, and 4.34; 95% CI 1.56–7.82, 1.09–4.97, and 1.98–9.53; P = 0.002, 0.030, and <0.001, respectively) in all patients. Conclusions Testing for WT1 transcript levels at diagnosis in patients with AML and t(8;21) may predict outcomes in those who achieve remission. A randomized study is warranted to determine whether allo-HSCT can improve prognosis in these patients.
Collapse
Affiliation(s)
- Ya-Zhen Qin
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Yu Wang
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Hong-Hu Zhu
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Robert Peter Gale
- Haematology Research Center, Division of Experimental Medicine, Department of Medicine, Imperial College London, London, SW7 2AZ, UK
| | - Mei-Jie Zhang
- Biostatistics Division, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
| | - Qian Jiang
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Hao Jiang
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Lan-Ping Xu
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Huan Chen
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Xiao-Hui Zhang
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Yan-Rong Liu
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Yue-Yun Lai
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Bin Jiang
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Kai-Yan Liu
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China
| | - Xiao-Jun Huang
- Peking University People's Hospital, Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, No. 11 Xizhimen South Street, Beijing, P. R. China. .,Peking-Tsinghua Center for Life Sciences, Beijing, 100871, P. R. China.
| |
Collapse
|
32
|
Schumacher JA, Scott Reading N, Szankasi P, Matynia AP, Kelley TW. A novel approach to quantitating leukemia fusion transcripts by qRT-PCR without the need for standard curves. Exp Mol Pathol 2015; 99:104-8. [DOI: 10.1016/j.yexmp.2015.06.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Accepted: 06/12/2015] [Indexed: 10/23/2022]
|