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Qin D. Molecular testing for acute myeloid leukemia. Cancer Biol Med 2021; 19:j.issn.2095-3941.2020.0734. [PMID: 34347394 PMCID: PMC8763005 DOI: 10.20892/j.issn.2095-3941.2020.0734] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 04/02/2021] [Indexed: 11/11/2022] Open
Abstract
In the era of personalized medicine, information on molecular change at the gene level is important for patient care. Such information has been used for disease classification, diagnosis, prognosis, risk stratification, and treatment, which is especially important in cancer patient care. Many molecular tests exist and can be used to detect the molecular changes at gene level. These tests include, but are not limited to, karyotyping, endpoint polymerase chain reaction (PCR), real-time PCR, Sanger sequencing, pyrosequencing, next-generation sequencing, and so forth. How to use the right tests for the right patients at the right time is essential for optimal patient outcome. This review puts together some information on molecular testing for acute myeloid leukemia.
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Affiliation(s)
- Dahui Qin
- Moffitt Cancer Center, Tampa, FL 33612-9416, USA
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Kayser S, Levis MJ. Clinical implications of molecular markers in acute myeloid leukemia. Eur J Haematol 2018; 102:20-35. [PMID: 30203623 DOI: 10.1111/ejh.13172] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2018] [Revised: 09/03/2018] [Accepted: 09/04/2018] [Indexed: 12/16/2022]
Abstract
The recently updated World Health Organization (WHO) Classification of myeloid neoplasms and leukemia reflects the fact that research in the underlying pathogenic mechanisms of acute myeloid leukemia (AML) has led to remarkable advances in our understanding of the disease. Gene mutations now allow us to explore the enormous diversity among cytogenetically defined subsets of AML, particularly the large subset of cytogenetically normal AML. Despite the progress in unraveling the tumor genome, only a small number of recurrent mutations have been incorporated into risk-stratification schemes and have been proven to be clinically relevant, targetable lesions. We here discuss the utility of molecular markers in AML in prognostication and treatment decision making, specifically highlighting the aberrations included in the current WHO classification.
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Affiliation(s)
- Sabine Kayser
- Department of Internal Medicine V, University Hospital of Heidelberg, Heidelberg, Germany.,Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mark J Levis
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland
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Lagunas-Rangel FA, Chávez-Valencia V. FLT3–ITD and its current role in acute myeloid leukaemia. Med Oncol 2017; 34:114. [DOI: 10.1007/s12032-017-0970-x] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2017] [Accepted: 04/25/2017] [Indexed: 01/20/2023]
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Lin MT, Tseng LH, Dudley JC, Riel S, Tsai H, Zheng G, Pratz KW, Levis MJ, Gocke CD. A Novel Tandem Duplication Assay to Detect Minimal Residual Disease in FLT3/ITD AML. Mol Diagn Ther 2016; 19:409-17. [PMID: 26446915 DOI: 10.1007/s40291-015-0170-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Internal tandem duplication (ITD) of the fms-related tyrosine kinase 3 (FLT3) gene is associated with a poor prognosis in acute myeloid leukemia (AML) patients with a normal karyotype. The current standard polymerase chain reaction (PCR) assay for FLT3/ITD detection is not sufficiently sensitive to monitor minimal residual disease (MRD). Clone-specific assays may have sufficient sensitivity but are not practical to implement, since each clone-specific primer/probe requires clinical validation. OBJECTIVE To develop an assay for clinical molecular diagnostics laboratories to monitor MRD in FLT3/ITD AMLs. METHODS We designed a simple novel assay, tandem duplication PCR (TD-PCR), and tested its sensitivity, specificity, and clinical utility in FLT3/ITD AML patients. RESULTS TD-PCR was capable of detecting a single ITD molecule and was applicable to 75 % of ITD mutants tested. TD-PCR detected MRD in bone marrow prior to patient relapse. TD-PCR also identified low-level ITD mutants not only in FLT3/ITD AMLs but also in initial diagnostic specimens that were reportedly negative by the standard assay in patients who progressed with the same ITDs detected by the TD-PCR assay. CONCLUSION Detection of MRD by TD-PCR may guide patient selection for early clinical intervention. In contrast to clone-specific approaches, the TD-PCR assay can be more easily validated for MRD detection in clinical laboratories because it uses standardized primers and a universal positive control. In addition, our findings on multi-clonality and low-level ITDs suggest that further studies are warranted to elucidate their clinical/biological significance.
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Affiliation(s)
- Ming-Tseh Lin
- Division of Molecular Pathology, Department of Pathology, Johns Hopkins University School of Medicine, Park SB202, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Li-Hui Tseng
- Division of Molecular Pathology, Department of Pathology, Johns Hopkins University School of Medicine, Park SB202, 600 North Wolfe Street, Baltimore, MD, 21287, USA
- Department of Medical Genetics, National Taiwan University Hospital, Taipei, Taiwan
| | - Jonathan C Dudley
- Division of Molecular Pathology, Department of Pathology, Johns Hopkins University School of Medicine, Park SB202, 600 North Wolfe Street, Baltimore, MD, 21287, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Stacey Riel
- Division of Molecular Pathology, Department of Pathology, Johns Hopkins University School of Medicine, Park SB202, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Harrison Tsai
- Division of Molecular Pathology, Department of Pathology, Johns Hopkins University School of Medicine, Park SB202, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Gang Zheng
- Division of Molecular Pathology, Department of Pathology, Johns Hopkins University School of Medicine, Park SB202, 600 North Wolfe Street, Baltimore, MD, 21287, USA
| | - Keith W Pratz
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Mark J Levis
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christopher D Gocke
- Division of Molecular Pathology, Department of Pathology, Johns Hopkins University School of Medicine, Park SB202, 600 North Wolfe Street, Baltimore, MD, 21287, USA.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Kayser S, Walter RB, Stock W, Schlenk RF. Minimal residual disease in acute myeloid leukemia--current status and future perspectives. Curr Hematol Malig Rep 2016; 10:132-44. [PMID: 25994952 DOI: 10.1007/s11899-015-0260-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
In acute myeloid leukemia (AML), the achievement of a morphological complete remission (CR) is an important milestone on the road to cure. Still, the majority of patients who achieve a morphological CR will eventually relapse. Thus, morphological means are not sensitive enough to detect clinically relevant tumor burdens left behind after therapy. Over the last years, several methodologies, particularly multiparameter flow cytometry and polymerase chain reaction, have emerged that can detect, quantify, and monitor submicroscopic amounts of leukemia cells ("minimal residual disease", MRD). Newer techniques, such as next-generation sequencing, have not only changed our understanding of the molecular pathogenesis and clonal heterogeneity of AML but may also be used for MRD detection. Increasing evidence indicates that MRD could play an important role in dynamically refining disease risk and, perhaps, serve to fine-tune post-remission therapy in a risk-adapted manner, although the latter concept awaits validation through well-controlled trials. In this review, we discuss the current use of MRD measurements during AML treatment and highlight future perspectives.
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Affiliation(s)
- Sabine Kayser
- Department of Internal Medicine V, University Hospital of Heidelberg, Heidelberg, Germany,
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Dudley JC, Gurda GT, Tseng LH, Anderson DA, Chen G, Taube JM, Gocke CD, Eshleman JR, Lin MT. Tumor cellularity as a quality assurance measure for accurate clinical detection of BRAF mutations in melanoma. Mol Diagn Ther 2015; 18:409-18. [PMID: 24604154 DOI: 10.1007/s40291-014-0091-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
BACKGROUND Detection of BRAF mutations is an established standard of care to predict small-molecule inhibitor (vemurafenib) response in metastatic melanoma. Molecular assays should be designed to detect not only the most common p.V600E mutation, but also p.V600K and other non-p.V600E mutations. OBJECTIVE The purpose of this study was to assess if tumor cellularity can function as a quality assurance (QA) measure in molecular diagnostics. Potential causes of discrepancy between the observed and predicted mutant allele percentage were also explored. METHODS We correlated pathologist-generated estimates of tumor cellularity versus mutant allele percentage via pyrosequencing as a QA measure for BRAF mutation detection in formalin-fixed, paraffin-embedded melanoma specimens. RESULTS BRAF mutations were seen in 27/62 (44 %) specimens, with 93 % p.V600E and 7 % non-p.V600E. Correlation between p.V600E mutant percentage and tumor cellularity was poor-moderate (r = -0.02; p = 0.8), primarily because six samples showed a low p.V600E signal despite high tumor cellularity. A QA investigation revealed that our initial pyrosequencing assay showed a false positive, weak p.V600E signal in specimens with a p.V600K mutation. A redesigned assay detected BRAF mutations in 50/131 (38 %) specimens, including 30 % non-p.V600E. This revised assay showed strong correlation between p.V600E BRAF mutant percentage and tumor cellularity (r = 0.76; p ≤ 0.01). Re-evaluation of the previously discordant samples by the revised assay confirmed a high level of p.V600K mutation in five specimens. CONCLUSIONS Pathologists play important roles in molecular diagnostics, beyond identification of correct cells for testing. Accurate evaluation of tumor cellularity not only ensures sufficient material for required analytic sensitivity, but also provides an independent QA measure of the molecular assays.
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Affiliation(s)
- Jonathan C Dudley
- Department of Pathology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, Park SB202, 600 North Wolfe St., Baltimore, MD, 21287, USA
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Grunwald MR, Tseng LH, Lin MT, Pratz KW, Eshleman JR, Levis MJ, Gocke CD. Improved FLT3 internal tandem duplication PCR assay predicts outcome after allogeneic transplant for acute myeloid leukemia. Biol Blood Marrow Transplant 2014; 20:1989-95. [PMID: 25240816 DOI: 10.1016/j.bbmt.2014.08.015] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2014] [Accepted: 08/18/2014] [Indexed: 11/29/2022]
Abstract
Patients with acute myeloid leukemia (AML) who harbor internal tandem duplication (ITD) mutations of the FMS-like tyrosine kinase 3 (FLT3) gene carry a poor prognosis. Although allogeneic transplantation may improve outcomes, relapse occurs frequently. The FLT3/ITD mutation has been deemed an unsuitable minimal residual disease (MRD) marker because it is unstable and because the standard assay for the mutation is relatively insensitive. The FLT3 mutation is undetectable by PCR at pre- or post-transplant time points in many FLT3/ITD AML patients who subsequently relapse after transplant. We report the application of a new technique, tandem duplication PCR (TD-PCR), for detecting MRD in FLT3/ITD AML patients. Between October 2004 and January 2012, 54 FLT3/ITD AML patients in remission underwent transplantation at our institution. Of 37 patients with available day 60 marrow samples, 28 (76%) were assessable for MRD detection. In seven of 28 patients (25%), the FLT3/ITD mutation was detectable by TD-PCR but not by standard PCR on day 60. Six of 7 patients (86%) with MRD by TD-PCR have relapsed to date compared with only 2 of 21 patients (10%) who were negative for MRD (P = .0003). The ability to detect MRD by this sensitive technique may provide an opportunity for early clinical intervention.
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Affiliation(s)
- Michael R Grunwald
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Carolinas HealthCare System, Charlotte, North Carolina
| | - Li-Hui Tseng
- Department of Medical Genetics, National Taiwan University Hospital, Taipei, Taiwan; Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ming-Tseh Lin
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Keith W Pratz
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - James R Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Mark J Levis
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - Christopher D Gocke
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland.
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McCall CM, Mosier S, Thiess M, Debeljak M, Pallavajjala A, Beierl K, Deak KL, Datto MB, Gocke CD, Lin MT, Eshleman JR. False positives in multiplex PCR-based next-generation sequencing have unique signatures. J Mol Diagn 2014; 16:541-549. [PMID: 25017478 DOI: 10.1016/j.jmoldx.2014.06.001] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Revised: 03/02/2014] [Accepted: 06/16/2014] [Indexed: 01/11/2023] Open
Abstract
Next-generation sequencing shows great promise by allowing rapid mutational analysis of multiple genes in human cancers. Recently, we implemented the multiplex PCR-based Ion AmpliSeq Cancer Hotspot Panel (>200 amplicons in 50 genes) to evaluate EGFR, KRAS, and BRAF in lung and colorectal adenocarcinomas. In 10% of samples, automated analysis identified a novel G873R substitution mutation in EGFR. By examining reads individually, we found this mutation in >5% of reads in 50 of 291 samples and also found similar events in 18 additional amplicons. These apparent mutations are present only in short reads and within 10 bases of either end of the read. We therefore hypothesized that these were from panel primers promiscuously binding to nearly complementary sequences of nontargeted amplicons. Sequences around the mutations matched primer binding sites in the panel in 18 of 19 cases, thus likely corresponding to panel primers. Furthermore, because most primers did not show this effect, we demonstrated that next-generation sequencing may be used to better design multiplex PCR primers through iterative elimination of offending primers to minimize mispriming. Our results indicate the need for careful sequence analysis to avoid false-positive mutations that can arise in multiplex PCR panels. The AmpliSeq Cancer panel is a valuable tool for clinical diagnostics, provided awareness of potential artifacts.
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Affiliation(s)
- Chad M McCall
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stacy Mosier
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Michele Thiess
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Marija Debeljak
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Aparna Pallavajjala
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Katie Beierl
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kristen L Deak
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina
| | - Michael B Datto
- Department of Pathology, Duke University School of Medicine, Durham, North Carolina
| | - Christopher D Gocke
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ming-Tseh Lin
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James R Eshleman
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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