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Ghoreyshi N, Heidari R, Farhadi A, Chamanara M, Farahani N, Vahidi M, Behroozi J. Next-generation sequencing in cancer diagnosis and treatment: clinical applications and future directions. Discov Oncol 2025; 16:578. [PMID: 40253661 PMCID: PMC12009796 DOI: 10.1007/s12672-025-01816-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Accepted: 01/15/2025] [Indexed: 04/22/2025] Open
Abstract
Next-generation sequencing (NGS) has emerged as a pivotal technology in the field of oncology, transforming the approach to cancer diagnosis and treatment. This paper provides a comprehensive overview of the integration of NGS into clinical settings, emphasizing its significant contributions to precision medicine. NGS enables detailed genomic profiling of tumors, identifying genetic alterations that drive cancer progression and facilitating personalized treatment plans targeting specific mutations, thereby improving patient outcomes. This capability facilitates the development of personalized treatment plans targeting specific mutations, leading to improved patient outcomes and the potential for better prognosis. The application of NGS extends beyond identifying actionable mutations; it is instrumental in detecting hereditary cancer syndromes, thus aiding in early diagnosis and preventive strategies. Furthermore, NGS plays a crucial role in monitoring minimal residual disease, offering a sensitive method to detect cancer recurrence at an early stage. Its use in guiding immunotherapy by identifying biomarkers that predict response to treatment is also highlighted. Ethical issues related to genetic testing, such as concerns around patient consent and data privacy, are also important considerations that need to be addressed for the broader implementation of NGS. These include the complexities of data interpretation, the need for robust bioinformatics support, cost considerations, and ethical issues related to genetic testing. Addressing these challenges is essential for the widespread adoption of NGS. Looking forward, advancements such as single-cell sequencing and liquid biopsies promise to further enhance the precision of cancer diagnostics and treatment. This review emphasizes the transformative impact of NGS in oncology and advocates for its incorporation into routine clinical practice to promote molecularly driven cancer care.
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Affiliation(s)
- Nima Ghoreyshi
- Cancer Epidemiology Research Center, AJA University of Medical Sciences, Tehran, Iran
| | - Reza Heidari
- Cancer Epidemiology Research Center, AJA University of Medical Sciences, Tehran, Iran
| | - Arezoo Farhadi
- Department of Genetics and Molecular Medicine, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Mohsen Chamanara
- Department of Clinical Pharmacy, Faculty of Medicine, AJA University of Medical Sciences, Tehran, Iran
- Toxicology Research Center, AJA University of Medical Sciences, Tehran, Iran
| | - Nastaran Farahani
- Department of Genetics and Biotechnology, Faculty of Life Science, Varamin-Pishva Branch, Islamic Azad University, Varamin, Iran
| | - Mahmood Vahidi
- Cancer Epidemiology Research Center, AJA University of Medical Sciences, Tehran, Iran.
- Department of Medical Laboratory Sciences, School of Allied Health Medicine, AJA University of Medical Sciences, Tehran, Iran.
| | - Javad Behroozi
- Cancer Epidemiology Research Center, AJA University of Medical Sciences, Tehran, Iran.
- Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran.
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Seferna K, Svaton M, Rennerova A, Skotnicova A, Reznickova L, Valova T, Sedlacek P, Riha P, Formankova R, Keslova P, Sramkova L, Stary J, Zuna J, Kolenova A, Salek C, Trka J, Fronkova E. NGS-MRD negativity in post-HSCT ALL spares unnecessary therapeutic interventions triggered by borderline qPCR results without an increase in relapse risk. Hemasphere 2025; 9:e70124. [PMID: 40201744 PMCID: PMC11978274 DOI: 10.1002/hem3.70124] [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: 11/22/2024] [Revised: 02/03/2025] [Accepted: 03/05/2025] [Indexed: 04/10/2025] Open
Abstract
Monitoring of minimal residual disease (MRD) after hematopoietic stem cell transplantation (HSCT) in patients with acute lymphoblastic leukemia (ALL) is vital for timely therapeutic intervention planning. However, interpreting low-positive results from the current standard method, quantitative PCR (qPCR) of immunoglobulin and T-cell receptor gene rearrangements (IG/TR), poses challenges due to the risk of false positivity caused by non-specific amplification. We aimed to improve MRD detection specificity using the next-generation amplicon sequencing (NGS) of IG/TR rearrangements for better relapse prediction. In pediatric and young adult ALL patients undergoing sequential post-HSCT MRD monitoring, we prospectively re-tested positive non-quantifiable qPCR results with NGS-MRD using the EuroClonality-NGS approach. We were able to confirm 13 out of 47 (27.7%) qPCR positive results using the more specific NGS-MRD method. Out of 10 patients with at least one MRD positivity confirmed by NGS, six relapsed (60%) 1-3.7 months after testing. Among 25 patients with all NGS-MRD results negative, two relapses occurred (8%) after 5.1 and 12.1 months. One-year RFS was 40% versus 96% and 3-year OS was 33.3% versus 94.4% for the NGS-positive and NGS-negative groups, respectively. The difference was not attributable to a varying rate of therapeutic interventions. Six patients out of 14 who had immunosuppressive treatment tapered or received donor lymphocyte infusion in response to MRD positivity developed significant graft versus host disease, leading to one fatality. This underscores the importance of enhancing the post-HSCT relapse risk prediction accuracy through NGS-MRD testing to avoid unnecessary interventions.
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Affiliation(s)
- Krystof Seferna
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Michael Svaton
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Andrea Rennerova
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Aneta Skotnicova
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Leona Reznickova
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Tatana Valova
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Petr Sedlacek
- Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Petr Riha
- Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Renata Formankova
- Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Petra Keslova
- Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Lucie Sramkova
- Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Jan Stary
- Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Jan Zuna
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Alexandra Kolenova
- Department of Pediatric Hematology and OncologyNational Institute of Children's Diseases and Comenius UniversityBratislavaSlovakia
| | - Cyril Salek
- Institute of Haematology and Blood TransfusionPragueCzechia
- Institute of Clinical and Experimental HaematologyFirst Faculty of Medicine, Charles UniversityPragueCzechia
| | - Jan Trka
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
| | - Eva Fronkova
- CLIP—Childhood Leukaemia Investigation Prague, Department of Paediatric Haematology and OncologySecond Faculty of Medicine, Charles University and University Hospital MotolPragueCzechia
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Park MS, Ju HY, Lee JW, Yoo KH, Kim HJ, Cho D, Kim HY. Comparative analysis of a novel next-generation sequencing-based IGH clonality assay for measurable residual disease detection in pediatric B-cell acute lymphoblastic leukemia patients. Pediatr Hematol Oncol 2025; 42:115-125. [PMID: 39945241 DOI: 10.1080/08880018.2025.2463927] [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: 10/04/2024] [Revised: 01/29/2025] [Accepted: 01/31/2025] [Indexed: 02/22/2025]
Abstract
Measurable residual disease (MRD) is critical in guiding therapeutic strategies for B-cell acute lymphoblastic leukemia (B-ALL). This study evaluated the performance of a novel next-generation sequencing-based Celemics IGH assay (CM-IGH; Celemics, Seoul, Korea) compared with the LymphoTrack® IGH FR1 assay (LT-IGH; Invivoscribe Technologies, USA) and multiparameter flow cytometry (MFC). A total of 31 diagnostic and 60 follow-up bone marrow aspirate samples, all from the same 31 pediatric patients with B-ALL, were analyzed using the CM-IGH and LT-IGH assays on the MiSeq platform, as well as MFC according to EuroFlow guidelines. Initial IGH clonality was detected in 83.9% of CM-IGH samples and 90.3% of LT-IGH samples (p = 0.060). MRD positivity rates in follow-up samples were 74.5% for CM-IGH, 61.1% for LT-IGH, and 56.7% for MFC. CM-IGH showed concordance rates of 78.3% with LT-IGH and 68.1% with MFC, while LT-IGH demonstrated an 81.5% concordance rate with MFC. The correlation coefficients (r) of MRD levels were 0.831 between CM-IGH and LT-IGH, 0.702 between CM-IGH and MFC, and 0.776 between LT-IGH and MFC. The CM-IGH assay demonstrates substantial concordance with LT-IGH and MFC in detecting MRD in pediatric patients with B-ALL, highlighting the complementary value of IGH clonality assays and MFC.
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Affiliation(s)
- Min-Seung Park
- Department of Laboratory Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hee Young Ju
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ji Won Lee
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Keon Hee Yoo
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hee-Jin Kim
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Duck Cho
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hyun-Young Kim
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Wang W, Yu L, Li Z, Xiao Y, Jiang H, Tang YL, Chen Y, Xue H. Dysregulated arginine metabolism in precursor B-cell acute lymphoblastic leukemia in children: a metabolomic study. BMC Pediatr 2024; 24:540. [PMID: 39174946 PMCID: PMC11340190 DOI: 10.1186/s12887-024-05015-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 08/14/2024] [Indexed: 08/24/2024] Open
Abstract
BACKGROUND Precursor B-cell acute lymphoblastic leukemia (B-ALL) is the most common cancers in children. Failure of induction chemotherapy is a major factor leading to relapse and death in children with B-ALL. Given the importance of altered metabolites in the carcinogenesis of pediatric B-ALL, studying the metabolic profile of children with B-ALL during induction chemotherapy and in different minimal residual disease (MRD) status may contribute to the management of pediatric B-ALL. METHODS We collected paired peripheral blood plasma samples from children with B-ALL at pre- and post-induction chemotherapy and analyzed the metabolomic profiling of these samples by ultra-high performance liquid chromatography-mass spectrometry (UHPLC-MS). Healthy children were included as controls. We selected metabolites that were depleted in pediatric B-ALL and analyzed the concentrations in pediatric B-ALL samples. In vitro, we study the effects of the selected metabolites on the viability of ALL cell lines and the sensitivity to conventional chemotherapeutic agents in ALL cell lines. RESULTS Forty-four metabolites were identified with different levels between groups. KEGG pathway enrichment analyses revealed that dysregulated linoleic acid (LA) metabolism and arginine (Arg) biosynthesis were closely associated with pediatric B-ALL. We confirmed that LA and Arg were decreased in pediatric B-ALL samples. The treatment of LA and Arg inhibited the viability of NALM-6 and RS4;11 cells in a dose-dependent manner, respectively. Moreover, Arg increased the sensitivity of B-ALL cells to L-asparaginase and daunorubicin. CONCLUSION Arginine increases the sensitivity of B-ALL cells to the conventional chemotherapeutic drugs L-asparaginase and daunorubicin. This may represent a promising therapeutic approach.
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Affiliation(s)
- Wenqing Wang
- Pediatric Hematology Laboratory, Division of Hematology/Oncology, Department of Pediatrics, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, Guangdong, 518107, China
- Edmond H. Fischer Translational Medical Research Laboratory, Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, 518107, China
| | - Liuting Yu
- Edmond H. Fischer Translational Medical Research Laboratory, Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, 518107, China
| | - Zhen Li
- Pediatric Hematology Laboratory, Division of Hematology/Oncology, Department of Pediatrics, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, Guangdong, 518107, China
| | - Yan Xiao
- Edmond H. Fischer Translational Medical Research Laboratory, Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, 518107, China
| | - Hao Jiang
- Medical laboratory science, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, Guangdong, 518107, China
| | - Yan-Lai Tang
- Department of Pediatrics, , The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, 510080, China.
| | - Yun Chen
- Edmond H. Fischer Translational Medical Research Laboratory, Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, 518107, China.
| | - Hongman Xue
- Pediatric Hematology Laboratory, Division of Hematology/Oncology, Department of Pediatrics, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, Guangdong, 518107, China.
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Hwang SM, Oh I, Kwon SR, Lee JS, Seong MW. Comparison of Measurable Residual Disease in Pediatric B-Lymphoblastic Leukemia Using Multiparametric Flow Cytometry and Next-Generation Sequencing. Ann Lab Med 2024; 44:354-358. [PMID: 38237930 PMCID: PMC10961625 DOI: 10.3343/alm.2023.0412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/17/2023] [Accepted: 01/06/2024] [Indexed: 03/26/2024] Open
Abstract
Measurable residual disease (MRD) testing, a standard procedure in B-lymphoblastic leukemia (B-ALL) diagnostics, is assessed using multiparametric flow cytometry (MFC) and next-generation sequencing (NGS) analysis of immunoglobulin gene rearrangements. We evaluated the concordance between eight-color, two-tube MFC-MRD the LymphoTrack NGS-MRD assays using 139 follow-up samples from 54 pediatric patients with B-ALL. We also assessed the effect of hemodilution in MFC-MRD assays. The MRD-concordance rate was 79.9% (N=111), with 25 (18.0%) and 3 (2.2%) samples testing positive only by NGS-MRD (MFC-NGS+MRD) and MFC-MRD (MFC+NGS-MRD), respectively. We found a significant correlation in MRD values from total nucleated cells between the two methods (r=0.736 [0.647-0.806], P<0.001). The median MRD value of MFC-NGS+MRD samples was estimated to be 0.0012% (0.0001%-0.0263%) using the NGS-MRD assays. Notably, 14.3% of MFC-NGS+MRD samples showed NGS-MRD values below the limit of detection in the MFC-MRD assays. The percentages of hematogones detected in MFC-MRD assays significantly differed between the discordant and concordant cases (P<0.001). MFC and NGS-MRD assays showed relatively high concordance and correlation in MRD assessment, whereas the NGS-MRD assay detected MRD more frequently than the MFC-MRD assay in pediatric B-ALL. Evaluating the hematogone percentages can aid in assessing the impact of sample hemodilution.
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Affiliation(s)
- Sang Mee Hwang
- Department of Laboratory Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
- Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Inseong Oh
- Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Seok Ryun Kwon
- Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Jee-Soo Lee
- Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Moon-Woo Seong
- Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Korea
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Ahn WK, Yu K, Kim H, Lee ST, Choi JR, Han JW, Lyu CJ, Hahn S, Shin S. Monitoring measurable residual disease in paediatric acute lymphoblastic leukaemia using immunoglobulin gene clonality based on next-generation sequencing. Cancer Cell Int 2024; 24:218. [PMID: 38918782 PMCID: PMC11201849 DOI: 10.1186/s12935-024-03404-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 06/10/2024] [Indexed: 06/27/2024] Open
Abstract
BACKGROUND Assessment of measurable residual disease (MRD) is an essential prognostic tool for B-lymphoblastic leukaemia (B-ALL). In this study, we evaluated the utility of next-generation sequencing (NGS)-based MRD assessment in real-world clinical practice. METHOD The study included 93 paediatric patients with B-ALL treated at our institution between January 2017 and June 2022. Clonality for IGH or IGK rearrangements was identified in most bone marrow samples (91/93, 97.8%) obtained at diagnosis. RESULTS In 421 monitoring samples, concordance was 74.8% between NGS and multiparameter flow cytometry and 70.7% between NGS and reverse transcription-PCR. Elevated quantities of clones of IGH alone (P < 0.001; hazard ratio [HR], 22.2; 95% confidence interval [CI], 7.1-69.1), IGK alone (P = 0.011; HR, 5.8; 95% CI, 1.5-22.5), and IGH or IGK (P < 0.001; HR, 7.2; 95% CI, 2.6-20.0) were associated with an increased risk of relapse. Detection of new clone(s) in NGS was also associated with inferior relapse-free survival (P < 0.001; HR, 18.1; 95% CI, 3.0-108.6). Multivariable analysis confirmed age at diagnosis, BCR::ABL1-like mutation, TCF3::PBX1 mutation, and increased quantity of IGH or IGK clones during monitoring as unfavourable factors. CONCLUSION In conclusion, this study highlights the usefulness of NGS-based MRD as a routine assessment tool for prognostication of paediatric patients with B-ALL.
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Affiliation(s)
- Won Kee Ahn
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Severance Hospital, Yonsei Cancer Center, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Kyunghee Yu
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Hongkyung Kim
- Department of Laboratory Medicine, Chung-Ang University College of Medicine, Seoul, Republic of Korea
| | - Seung-Tae Lee
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
- Dxome Co. Ltd, Seongnam-si, , Gyeonggi-do, Korea
| | - Jong Rak Choi
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
- Dxome Co. Ltd, Seongnam-si, , Gyeonggi-do, Korea
| | - Jung Woo Han
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Severance Hospital, Yonsei Cancer Center, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Chuhl Joo Lyu
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Severance Hospital, Yonsei Cancer Center, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Seungmin Hahn
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Severance Hospital, Yonsei Cancer Center, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
| | - Saeam Shin
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
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Liu Y, Ho C, Yu W, Huang Y, Miller J, Gao Q, Syed M, Ma Y, Wang M, Maciag L, Petrova-Drus K, Zhu M, Yao J, Vanderbilt C, Durham B, Benhamida J, Ewalt MD, Dogan A, Roshal M, Nafa K, Arcila ME. Quantification of Measurable Residual Disease Detection by Next-Generation Sequencing-Based Clonality Testing in B-Cell and Plasma Cell Neoplasms. J Mol Diagn 2024; 26:168-178. [PMID: 38103591 PMCID: PMC10918645 DOI: 10.1016/j.jmoldx.2023.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 10/27/2023] [Accepted: 11/09/2023] [Indexed: 12/19/2023] Open
Abstract
Next-generation sequencing (NGS)-based measurable residual disease (MRD) monitoring in post-treatment settings can be crucial for relapse risk stratification in patients with B-cell and plasma cell neoplasms. Prior studies have focused on validation of various technical aspects of the MRD assays, but more studies are warranted to establish the performance characteristics and enable standardization and broad utilization in routine clinical practice. Here, the authors describe an NGS-based IGH MRD quantification assay, incorporating a spike-in calibrator for monitoring B-cell and plasma cell neoplasms based on their unique IGH rearrangement status. Comparison of MRD status (positive or undetectable) by NGS and flow cytometry (FC) assays showed high concordance (91%, 471/519 cases) and overall good linear correlation in MRD quantitation, particularly for chronic lymphocytic leukemia and B-lymphoblastic leukemia/lymphoma (R = 0.85). Quantitative correlation was lower for plasma cell neoplasms, where underestimation by FC is a known limitation. No significant effects on sequencing efficiency by the spike-in calibrator were observed, with excellent inter- and intra-assay reproducibility within the authors' laboratory, and in comparison to an external laboratory, using the same assay and protocols. Assays performed both at internal and external laboratories showed highly concordant MRD detection (100%) and quantitation (R = 0.97). Overall, this NGS-based MRD assay showed highly reproducible results with quantitation that correlated well with FC MRD assessment, particularly for B-cell neoplasms.
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Affiliation(s)
- Ying Liu
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Hematopathology Service, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
| | - Caleb Ho
- Loxo Oncology, Inc., Stamford, Connecticut
| | - Wayne Yu
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ying Huang
- Invivoscribe, Inc., San Diego, California
| | | | - Qi Gao
- Hematopathology Service, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Mustafa Syed
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Yuanyuan Ma
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Meiyi Wang
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Lidia Maciag
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kseniya Petrova-Drus
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Hematopathology Service, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Menglei Zhu
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Hematopathology Service, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - JinJuan Yao
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Chad Vanderbilt
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Benjamin Durham
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jamal Benhamida
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Mark D Ewalt
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Hematopathology Service, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ahmet Dogan
- Hematopathology Service, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Mikhail Roshal
- Hematopathology Service, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Khedoudja Nafa
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Maria E Arcila
- Diagnostic Molecular Pathology, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Hematopathology Service, Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
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8
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Chen H, Gu M, Liang J, Song H, Zhang J, Xu W, Zhao F, Shen D, Shen H, Liao C, Tang Y, Xu X. Minimal residual disease detection by next-generation sequencing of different immunoglobulin gene rearrangements in pediatric B-ALL. Nat Commun 2023; 14:7468. [PMID: 37978187 PMCID: PMC10656538 DOI: 10.1038/s41467-023-43171-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 11/02/2023] [Indexed: 11/19/2023] Open
Abstract
While the prognostic role of immunoglobulin heavy chain locus (IGH) rearrangement in minimal residual disease (MRD) in pediatric B-acute lymphoblastic leukemia (B-ALL) has been reported, the contribution of light chain loci (IGK/IGL) remains elusive. This study is to evaluate the prognosis of IGH and IGK/IGL rearrangement-based MRD detected by next-generation sequencing in B-ALL at the end of induction (EOI) and end of consolidation (EOC). IGK/IGL rearrangements identify 5.5% of patients without trackable IGH clones. Concordance rates for IGH and IGK/IGL are 79.9% (cutoff 0.01%) at EOI and 81.0% (cutoff 0.0001%) at EOC, respectively. Patients with NGS-MRD < 0.01% at EOI or <0.0001% at EOC present excellent outcome, with 3-year event-free survival rates higher than 95%. IGH-MRD is prognostic at EOI/EOC, while IGK-MRD at EOI/EOC and IGL-MRD at EOI are not. At EOI, NGS identifies 26.2% of higher risk patients whose MRD < 0.01% by flow cytometry. However, analyzing IGK/IGL along with IGH fails to identify additional higher risk patients both at EOI and at EOC. In conclusion, IGH is crucial for MRD monitoring while IGK and IGL have relatively limited value.
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Affiliation(s)
- Haipin Chen
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Miner Gu
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Juan Liang
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Hua Song
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Jingying Zhang
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Weiqun Xu
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Fenying Zhao
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Diying Shen
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Heping Shen
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Chan Liao
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China
| | - Yongmin Tang
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China.
| | - Xiaojun Xu
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, No. 57 Zhugan Lane, Yan'an Street, 310003, Hangzhou, People's Republic of China.
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9
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Giusti GNN, Ribeiro AV, Jotta PY, Thonier F, Yunes JA, Meidanis J. Vidjil add-on for MRD quantification of samples processed using the EuroClonality-NGS protocol. EJHAEM 2023; 4:770-774. [PMID: 37601854 PMCID: PMC10435716 DOI: 10.1002/jha2.749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 05/05/2023] [Indexed: 08/22/2023]
Abstract
Assessment of minimal residual disease in acute lymphoblastic leukemia by immune repertoire NGS requires spiking CDR3 sequences at known quantities into the patient's sample. Recently, the EuroClonality-NGS group released one of the most comprehensive protocols for this purpose. ARResT/Interrogate is a closed-source software for processing these NGS libraries, developed by this same group. Vidjil, an open-source alternative, currently cannot handle libraries prepared using this protocol. Here, we present a Vidjil add-on to solve this issue. EuroClonality-NGS prepared samples analyzed with Vidjil and ARResT/Interrogate were highly concordant (r = 0.998) and presented low error (root-mean-square error, RMSE = 0.112).
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Affiliation(s)
- Guilherme Navarro Nilo Giusti
- Centro de Pesquisa BoldriniCentro Infantil BoldriniCampinasSão PauloBrazil
- Instituto de BiologiaUniversidade Estadual de CampinasCampinasSão PauloBrazil
| | - Antonio Vítor Ribeiro
- Instituto de MatemáticaEstatística e Computação CientíficaUniversidade Estadual de CampinasCampinasSão PauloBrazil
| | | | | | - José Andrés Yunes
- Centro de Pesquisa BoldriniCentro Infantil BoldriniCampinasSão PauloBrazil
- Faculdade de Ciências MédicasUniversidade Estadual de CampinasCampinasSão PauloBrazil
| | - João Meidanis
- Instituto de ComputaçãoUniversidade Estadual de CampinasCampinasSão PauloBrazil
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10
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Mai H, Li Q, Wang G, Wang Y, Liu S, Tang X, Chen F, Zhou G, Liu Y, Li T, Wang L, Wang C, Wen F, Liu S. Clinical application of next-generation sequencing-based monitoring of minimal residual disease in childhood acute lymphoblastic leukemia. J Cancer Res Clin Oncol 2023; 149:3259-3266. [PMID: 35918464 DOI: 10.1007/s00432-022-04151-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 06/13/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Next-generation sequencing (NGS) is an emerging technology that can comprehensively assess the diversity of the immune system. We explored the feasibility of NGS in detecting minimal residual disease (MRD) in childhood acute lymphoblastic leukemia (ALL) based on immunoglobulin and T cell receptor. METHODS Bone marrow samples were collected pre- and post-treatment with pediatric ALL admitted to Shenzhen Children's Hospital from February 1st, 2020 to January 31st, 2021. We analyzed the MRD detected by NGS, multiparametric flow cytometry (MFC) and real-time quantitative PCR (RQ-PCR), and analyzed risk factors of positive NGS-MRD at the end of B-ALL induction chemotherapy. RESULTS A total of paired 236 bone marrow samples were collected from 64 children with ALL (58 B-ALL and 6 T-ALL). The decrease in the clonal rearrangement frequency of IGH, IGK, and IGL was generally consistent after treatment. Positive MRD was detected in 57.5% (77/134) of B-ALL and 80% (12/15) of T-ALL by NGS after chemotherapy, which was higher than those detected by MFC and RQ-PCR. In B-ALL patients, MRD results detected by NGS were consistent with MFC (r = 0.708, p < 0.001) and RQ-PCR (r = 0.618, p < 0.001). At the end of induction, NGS-MRD of 40.4% B-ALL was > 0.01% and multivariate analysis indicated that ≧2 clonal rearrangement sequences before treatment were an independent factor of negative NGS-MRD. CONCLUSIONS NGS is more sensitive than MFC and RQ-PCR for MRD measurement. B-ALL children with ≧2 clonal rearrangements detected by NGS before treatment are difficult to switch to negative MRD after chemotherapy.
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Affiliation(s)
- Huirong Mai
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Qin Li
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
- Department of Hematology and Oncology, Shenzhen Children's Hospital, China Medical University, Shenzhen, China
| | - Guobing Wang
- Pediatrics Research Institute, Shenzhen Children's Hospital, Shenzhen, China
| | - Ying Wang
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Shilin Liu
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Xue Tang
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Fen Chen
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Guichi Zhou
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Yi Liu
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Tonghui Li
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Lulu Wang
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Chunyan Wang
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Feiqiu Wen
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China
| | - Sixi Liu
- Department of Hematology and Oncology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Futian District, Shenzhen, China.
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11
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Momen N, Tario J, Fu K, Qian YW. Multiparameter flow cytometry and ClonoSEQ correlation to evaluate precursor B-lymphoblastic leukemia measurable residual disease. J Hematop 2023; 16:85-94. [PMID: 38175444 DOI: 10.1007/s12308-023-00544-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 04/03/2023] [Indexed: 01/05/2024] Open
Abstract
Measurable residual disease (MRD) detection for precursor B-lymphoblastic leukemia (B-ALL) has become the standard of care. However, the testing methodology has not been standardized. We aim to correlate COG multiparameter flow cytometry (MFC) and ClonoSEQ techniques to assess the test characteristics, to study abnormal immunophenotype for B-ALL MRD, and to observe B-ALL clonal evolution and the impact of blinatumomab therapy on MFC testing. MFC and molecular reports were retrieved from electronic medical records and data was reviewed. Included in this study were 74 bone marrow samples collected from 31 B-ALL patients at our institution between January 2021 and March 2022. COG MFC and ClonoSEQ results were concordant in 59/74 samples (80%) with positive concordant results in 12 samples (16%) and negative concordant results in 47 samples (64%). Discordant results were seen in 15/74 samples (20%), with 14 samples (19%) showing ClonoSEQ + /MFC- results and only 1 sample (1%) showing MFC + /ClonoSEQ- result. ClonoSEQ + /MFC- cases had MRD values ranging from 1 to 1400 cells/million nucleated cells with 86% of cases showing MRD values of < 100 cells/million nucleated cells. Newly identified dominant sequences were detected using ClonoSEQ in 2/31 patients (6%) during follow-up. All 14 bone marrow samples from 8 patients, who had gone through blinatumomab immunotherapy, were MRD negative by MFC, but 3 cases were MRD positive by ClonoSEQ. Our results show strong correlation between COG MFC and ClonoSEQ (r = 0.96), and both methods are complementary. Clonal evolution may occur, and blinatumomab immunotherapy may impact MFC B-ALL MRD evaluation.
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Affiliation(s)
- Nouran Momen
- Department of Pathology, Roswell Park Cancer Institute, Basic Science Building, Room 529, Elm St & Carlton St, Buffalo, NY, 14203, USA
- Clinical & Chemical Pathology Department, Cairo University, Cairo, Egypt
| | - Joseph Tario
- Department of Pathology, Roswell Park Cancer Institute, Basic Science Building, Room 529, Elm St & Carlton St, Buffalo, NY, 14203, USA
| | - Kai Fu
- Department of Pathology, Roswell Park Cancer Institute, Basic Science Building, Room 529, Elm St & Carlton St, Buffalo, NY, 14203, USA
| | - You-Wen Qian
- Department of Pathology, Roswell Park Cancer Institute, Basic Science Building, Room 529, Elm St & Carlton St, Buffalo, NY, 14203, USA.
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12
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Tung JK, Jangam D, Ho CC, Fung E, Khodadoust MS, Kim YH, Zehnder JL, Stehr H, Zhang BM. Minimal/Measurable Residual Disease (MRD) Monitoring in Patients with Lymphoid Neoplasms by High-Throughput Sequencing of the T-Cell Receptor. J Mol Diagn 2023; 25:331-341. [PMID: 36870603 DOI: 10.1016/j.jmoldx.2023.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 02/03/2023] [Accepted: 02/09/2023] [Indexed: 03/06/2023] Open
Abstract
High-throughput sequencing of the T-cell receptor beta (TRB) and gamma (TRG) loci is increasingly utilized due to its high sensitivity, specificity, and versatility in the diagnosis of various T-cell malignancies. Application of these technologies for tracking disease burden can be valuable in detecting recurrence, determining response to therapy, guiding future management of patients, and establishing endpoints for clinical trials. In this study, the performance of the commercially available LymphoTrack high-throughput sequencing assay was assessed for determining residual disease burden in patients with various T-cell malignancies seen at the authors' institution. A custom bioinformatics pipeline and database was also developed to facilitate minimal/measurable residual disease analysis and clinical reporting. This assay demonstrated excellent test performance characteristics, achieving a sensitivity of 1 of 100,000 T-cell equivalents for the DNA inputs evaluated and high concordance with orthogonal testing methods. This assay was further utilized to correlate disease burden in several patients, demonstrating its potential utility for monitoring patients with T-cell malignancies.
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Affiliation(s)
- Jack K Tung
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Diwash Jangam
- Molecular Pathology Laboratory, Stanford Health Care, Stanford, California
| | - Chandler C Ho
- Molecular Pathology Laboratory, Stanford Health Care, Stanford, California
| | - Eula Fung
- Molecular Pathology Laboratory, Stanford Health Care, Stanford, California
| | - Michael S Khodadoust
- Department of Dermatology, Stanford University School of Medicine, Stanford, California; Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, California
| | - Youn H Kim
- Department of Dermatology, Stanford University School of Medicine, Stanford, California
| | - James L Zehnder
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Henning Stehr
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Bing M Zhang
- Department of Pathology, Stanford University School of Medicine, Stanford, California.
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13
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van Binsbergen AL, de Haas V, van der Velden VHJ, de Groot-Kruseman HA, Fiocco MF, Pieters R. Efficacy and toxicity of high-risk therapy of the Dutch Childhood Oncology Group in childhood acute lymphoblastic leukemia. Pediatr Blood Cancer 2022; 69:e29387. [PMID: 34648216 DOI: 10.1002/pbc.29387] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 09/03/2021] [Accepted: 09/06/2021] [Indexed: 11/12/2022]
Abstract
BACKGROUND Children with acute lymphoblastic leukemia (ALL) and high-risk (HR) features have a poor outcome and are treated with HR blocks, often followed by allogenic stem cell transplantation (SCT). PROCEDURE This article analyses the outcomes of children treated with HR blocks between 2004 and 2017 according to DCOG ALL10/11 protocols. 1297 patients with newly diagnosed ALL were consecutively enrolled, of which 107 met the HR criteria (no complete remission; minimal residual disease (MRD) > 10-3 after consolidation; "MLL-AF4" translocation and in ALL-10 also poor prednisone response). Patients were treated with one induction and consolidation course followed by three HR chemotherapy blocks, after which they received either SCT or further chemotherapy. MRD levels were measured at end of induction, consolidation, and after each HR block. RESULTS At five years, the event-free survival was 72.8% (95% CI, 64.6-82.0), and the cumulative incidence of relapse was 13.0% (95% CI, 6.3-19.8). Patients with only negative or low-positive MRD levels during HR blocks had a significantly lower five-year cumulative incidence of relapse (CIR) of 2.2% (95% CI, 0-6.6) compared with patients with one or more high-positive MRD levels (CIR 15.4%; 95% CI, 3.9-26.9). During the entire treatment protocol, 11.2% of patients died due to toxicity. CONCLUSIONS The high survival with HR blocks seems favorable compared with other studies. However, the limit of treatment intensification might have been reached as the number of patients dying from leukemia relapse is about equal as the number of patients dying from toxicity. Patients with negative or low MRD levels during HR blocks have lower relapse rates.
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Affiliation(s)
| | - Valérie de Haas
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | - Hester A de Groot-Kruseman
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.,Dutch Childhood Oncology Group (DCOG), Utrecht, The Netherlands
| | - Marta F Fiocco
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.,Leiden University, Mathematical Institute, The Netherlands
| | - Rob Pieters
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
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14
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Ho C, Rothberg PG. Next-Generation Sequencing-Based Antigen-Receptor Gene Clonality Assays: Will They Become the Clinical Standard? J Mol Diagn 2021; 23:1043-1046. [PMID: 34293488 DOI: 10.1016/j.jmoldx.2021.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 07/14/2021] [Indexed: 11/16/2022] Open
Affiliation(s)
- Caleb Ho
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
| | - Paul G Rothberg
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, New York.
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15
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Hansen MH, Cédile O, Larsen TS, Abildgaard N, Nyvold CG. Perspective: sensitive detection of residual lymphoproliferative disease by NGS and clonal rearrangements-how low can you go? Exp Hematol 2021; 98:14-24. [PMID: 33823225 DOI: 10.1016/j.exphem.2021.03.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 03/22/2021] [Accepted: 03/30/2021] [Indexed: 01/12/2023]
Abstract
Malignant lymphoproliferative disorders collectively constitute a large fraction of the hematological cancers, ranging from indolent to highly aggressive neoplasms. Being a diagnostically important hallmark, clonal gene rearrangements of the immunoglobulins enable the detection of residual disease in the clinical course of patients down to a minute fraction of malignant cells. The introduction of next-generation sequencing (NGS) has provided unprecedented assay specificity, with a sensitivity matching that of polymerase chain reaction-based measurable residual disease (MRD) detection down to the 10-6 level. Although reaching 10-6 to 10-7 is theoretically feasible, employing a sufficient amount of DNA and sequencing coverage is placed in the perspective of the practical challenges when relying on clinical samples in contrast to controlled serial dilutions. As we discuss, the randomness of subsampling must be taken into account to accommodate the sensitivity threshold-in terms of both the required number of cells and sequencing coverage. As a substantial part of the reviewed studies do not state the depth of coverage or even amount of DNA in some cases, we call for increased transparency to enable critical assessment of the MRD assays for clinical implementation and feasibility.
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Affiliation(s)
- Marcus H Hansen
- Hematology-Pathology Research Laboratory, Research Unit for Hematology and Research Unit for Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark; Department of Hematology, Odense University Hospital, Odense, Denmark.
| | - Oriane Cédile
- Hematology-Pathology Research Laboratory, Research Unit for Hematology and Research Unit for Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark; Department of Hematology, Odense University Hospital, Odense, Denmark
| | - Thomas S Larsen
- Department of Hematology, Odense University Hospital, Odense, Denmark
| | - Niels Abildgaard
- Hematology-Pathology Research Laboratory, Research Unit for Hematology and Research Unit for Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark; Department of Hematology, Odense University Hospital, Odense, Denmark
| | - Charlotte G Nyvold
- Hematology-Pathology Research Laboratory, Research Unit for Hematology and Research Unit for Pathology, University of Southern Denmark and Odense University Hospital, Odense, Denmark; Department of Hematology, Odense University Hospital, Odense, Denmark
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16
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Consensus Recommendations for MRD Testing in Adult B-Cell Acute Lymphoblastic Leukemia in Ontario. ACTA ACUST UNITED AC 2021; 28:1376-1387. [PMID: 33808300 PMCID: PMC8025812 DOI: 10.3390/curroncol28020131] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 03/18/2021] [Accepted: 03/29/2021] [Indexed: 11/16/2022]
Abstract
Measurable (minimal) residual disease (MRD) is an established, key prognostic factor in adult B-cell acute lymphoblastic leukemia (B-ALL), and testing for MRD is known to be an important tool to help guide treatment decisions. The clinical value of MRD testing depends on the accuracy and reliability of results. Currently, there are no Canadian provincial or national guidelines for MRD testing in adult B-ALL, and consistent with the absence of such guidelines, there is no uniform Ontario MRD testing consensus. Moreover, there is great variability in Ontario in MRD testing with respect to where, when, and by which technique, MRD testing is performed, as well as in how the results are interpreted. To address these deficiencies, an expert multidisciplinary working group was convened to define consensus recommendations for improving the provision of such testing. The expert panel recommends that MRD testing should be implemented in a centralized manner to ensure expertise and accuracy in testing for this low volume indication, thereby to provide accurate, reliable results to clinicians and patients. All adult patients with B-ALL should receive MRD testing after induction chemotherapy. Philadelphia chromosome (Ph)-positive patients should have ongoing monitoring of MRD during treatment and thereafter, while samples from Ph-negative B-ALL patients should be tested at least once later during treatment, ideally at 12 to 16 weeks after treatment initiation. In Ph-negative adult B-ALL patients, standardized, ideally centralized, protocols must be used for MRD testing, including both flow cytometry and immunoglobulin (Ig) heavy chain and T-cell receptor (TCR) gene rearrangement analysis. For Ph-positive B-ALL patients, MRD testing using a standardized protocol for reverse transcription real-time quantitative PCR (RT-qPCR) for the BCR-ABL1 gene fusion transcript is recommended, with Ig/TCR gene rearrangement analysis done in parallel likely providing additional clinical information.
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17
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Wang Y, Xue YJ, Jia YP, Zuo YX, Lu AD, Zhang LP. Re-Emergence of Minimal Residual Disease Detected by Flow Cytometry Predicts an Adverse Outcome in Pediatric Acute Lymphoblastic Leukemia. Front Oncol 2021; 10:596677. [PMID: 33614482 PMCID: PMC7892594 DOI: 10.3389/fonc.2020.596677] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 12/21/2020] [Indexed: 11/20/2022] Open
Abstract
Purpose While the role of minimal residual disease (MRD) assessment and the significance of achieving an MRD-negative status during treatment have been evaluated in previous studies, there is limited evidence on the significance of MRD re-emergence without morphological relapse in acute lymphoblastic leukemia (ALL). We sought to determine the clinical significance of MRD re-emergence in pediatric ALL patients. Methods Between 2005 and 2017, this study recruited 1126 consecutive patients newly diagnosed with ALL. Flow cytometry was performed to monitor MRD occurrence during treatment. Results Of 1030 patients with MRD-negative results, 150 (14.6%) showed MRD re-emergence while still on morphological complete remission (CR). Patients with white blood cell counts of ≥50 × 109/L (p = 0.033) and MRD levels of ≥0.1% on day 33 (p = 0.012) tended to experience MRD re-emergence. The median re-emergent MRD level was 0.12% (range, 0.01–10.00%), and the median time to MRD re-emergence was 11 months (range, <1–52 months). Eighty-five (56.6%) patients subsequently developed relapse after a median of 4.1 months from detection of MRD re-emergence. The median re-emergent MRD level was significantly higher in the relapsed cohort than in the cohort with persistent CR (1.05% vs. 0.48%, p = 0.005). Of the 150 patients, 113 continued to receive chemotherapy and 37 underwent transplantation. The transplantation group demonstrated a significantly higher 2-year overall survival (88.7 ± 5.3% vs. 46.3 ± 4.8%, p < 0.001) and cumulative incidence of relapse (23.3 ± 7.4% vs. 64.0 ± 4.6%, p < 0.001) than the chemotherapy group. Conclusions MRD re-emergence during treatment was associated with an adverse outcome in pediatric ALL patients. Transplantation could result in a significant survival advantage for these patients.
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Affiliation(s)
- Yu Wang
- Department of Pediatrics, Peking University People's Hospital, Peking University, Beijing, China
| | - Yu-Juan Xue
- Department of Pediatrics, Peking University People's Hospital, Peking University, Beijing, China
| | - Yue-Ping Jia
- Department of Pediatrics, Peking University People's Hospital, Peking University, Beijing, China
| | - Ying-Xi Zuo
- Department of Pediatrics, Peking University People's Hospital, Peking University, Beijing, China
| | - Ai-Dong Lu
- Department of Pediatrics, Peking University People's Hospital, Peking University, Beijing, China
| | - Le-Ping Zhang
- Department of Pediatrics, Peking University People's Hospital, Peking University, Beijing, China
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18
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Kim M, Park CJ. Minimal Residual Disease Detection in Pediatric Acute Lymphoblastic Leukemia. CLINICAL PEDIATRIC HEMATOLOGY-ONCOLOGY 2020. [DOI: 10.15264/cpho.2020.27.2.87] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Miyoung Kim
- Department of Laboratory Medicine, Hallym University Sacred Heart Hospital, Hallym University Medical Center, Hallym University College of Medicine, Anyang, Korea
| | - Chan-Jeoung Park
- Department of Laboratory Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, Korea
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19
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Gholipour E, Sarvarian P, Samadi P, Talebi M, Movassaghpour A, Motavalli R, Hojjat-Farsangi M, Yousefi M. Exosome: From leukemia progression to a novel therapeutic approach in leukemia treatment. Biofactors 2020; 46:698-715. [PMID: 32797698 DOI: 10.1002/biof.1669] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 06/13/2020] [Accepted: 06/16/2020] [Indexed: 12/14/2022]
Abstract
Exosomes, as small vesicles, are released by tumor cells and tumor microenvironment (cells and function as key intercellular mediators and effects on different processes including tumorigenesis, angiogenesis, drug resistance, and evasion from immune system. These functions are due to exosomes' biomolecules which make them as efficient markers in early diagnosis of the disease. Also, exosomes have been recently applied in vaccination. The potential role of exosomes in immune response toward leukemic cells makes them efficient immunotherapeutic agents treating leukemia. Furthermore, variations in exosomes contents make them beneficial to be used in treating different diseases. This review introduces the role of exosomes in the development of hematological malignancies and evaluates their functional role in the treatment of these malignancies.
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Affiliation(s)
- Elham Gholipour
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Parisa Sarvarian
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Parisa Samadi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mehdi Talebi
- Hematology and Oncology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Aliakbar Movassaghpour
- Hematology and Oncology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Roza Motavalli
- Molecular Medicine Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mohammad Hojjat-Farsangi
- Immune and Gene Therapy Lab, Department of Oncology-Pathology, Cancer Center Karolinska (CCK), Karolinska University Hospital Solna and Karolinska Institute, Stockholm, Sweden
| | - Mehdi Yousefi
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
- Aging Research Institute, Tabriz university of Medical Sciences, Tabriz, Iran
- Endocrine Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
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20
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IgH gene rearrangement by PCR as an adjunct to flow cytometric analysis for the detection of minimal residual disease in patients with B lymphoblastic leukemia. J Hematop 2020. [DOI: 10.1007/s12308-020-00406-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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21
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Giusti GNN, Jotta PY, Lopes CDO, Ganazza MA, de Azevedo AC, Brandalise SR, Meidanis J, Yunes JA. Test trial of spike-in immunoglobulin heavy-chain (IGH) controls for next generation sequencing quantification of minimal residual disease in acute lymphoblastic leukaemia. Br J Haematol 2020; 189:e150-e154. [PMID: 32187384 DOI: 10.1111/bjh.16571] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 02/18/2020] [Indexed: 10/24/2022]
Affiliation(s)
- Guilherme Navarro Nilo Giusti
- Laboratório de Biologia Molecular, Centro Infantil Boldrini, Campinas, São Paulo, Brazil.,Graduate Program in Genetics and Molecular Biology, University of Campinas, Campinas, São Paulo, Brazil
| | | | | | | | | | | | - João Meidanis
- Laboratório de Biologia Molecular, Centro Infantil Boldrini, Campinas, São Paulo, Brazil.,Institute of Computing, University of Campinas, Campinas, São Paulo, Brazil
| | - José Andrés Yunes
- Laboratório de Biologia Molecular, Centro Infantil Boldrini, Campinas, São Paulo, Brazil.,Genetics Department, Faculty of Medical Sciences, University of Campinas, Campinas, São Paulo, Brazil
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22
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Yao Q, Bai Y, Orfao A, Kumar S, Chim CS. Upgraded Standardized Minimal Residual Disease Detection by Next-Generation Sequencing in Multiple Myeloma. J Mol Diagn 2020; 22:679-684. [PMID: 32151713 DOI: 10.1016/j.jmoldx.2020.02.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Revised: 02/03/2020] [Accepted: 02/07/2020] [Indexed: 12/13/2022] Open
Abstract
Minimal residual disease (MRD) is one of the most powerful prognostic factors in multiple myeloma. Therefore, standardization and easy operation of MRD testing are crucial. Previously, we validated the sensitivity of 10-5 with spike in of plasmid controls for a standardized next-generation sequencing (NGS) approach based on triplicate measurements of bone marrow by LymphoTrack-MiSeq platform. To improve the technique, we replaced spike-in plasmid controls by genomic DNA from myeloma cells. A spike-in control of 0.001% was consistently detected in all 19 samples tested, confirming a uniform sensitivity of 10-5 of this upgraded protocol. MRD was detected in 14 of 19 patients (78%), with a significant (P = 0.04) impact on progression-free survival based on high versus low MRD levels. Reproducibility of detection was confirmed by the extremely small interrun variation tested in three patients. In nine patients, MRD was tested in parallel by allele-specific oligonucleotide real-time quantitative PCR. NGS showed an improved sensitivity and provided quantification of MRD for cases assigned positive but not quantifiable by real-time quantitative PCR, obviating the need of patient-specific probes/primers. In summary, the use of genomic DNA as spike-in control simplifies NGS detection of MRD while preserving the sensitivity of 10-5. Validity and reproducibility of the standardized procedure were verified, and the prognostic impact of NGS-based MRD in myeloma was confirmed.
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Affiliation(s)
- Qiumei Yao
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Pokfulam, Hong Kong
| | - Yinlei Bai
- Institute for Immunology and School of Medicine, Tsinghua University, Beijing, People's Republic of China
| | - Alberto Orfao
- Department of Medicine and Cytometry Service (Nucleus), Cancer Research Centre, Institute of Cancer Molecular and Cellular Biology, University of Salamanca-Consejo Superior de Investigaciones Científicas, and Centro de Investigación Biomédica en Red de Cáncer, Institute for Biomedical Research of Salamanca, University of Salamanca, Salamanca, Spain
| | - Shaji Kumar
- Division of Hematology, Mayo Clinic, Rochester, Minnesota
| | - Chor S Chim
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Pokfulam, Hong Kong.
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23
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Zhao J, Song Y, Liu D. Recent advances on blinatumomab for acute lymphoblastic leukemia. Exp Hematol Oncol 2019; 8:28. [PMID: 31709129 PMCID: PMC6833142 DOI: 10.1186/s40164-019-0152-y] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 10/31/2019] [Indexed: 01/14/2023] Open
Abstract
Although complete remission rate of B cell acute lymphoblastic leukemia (B-ALL) has improved significantly over the past few decades, patients with relapsed/refractory ALL still have dismal outcome. Tyrosine kinase inhibitors, antibody–drug conjugates and chimeric antigen receptor T cell therapy are changing the therapy landscape for B- ALL. Blinatumomab, a bi-specific T cell engager, has been approved for patients with relapsed/refractory and minimal residual disease positive B-ALL. This review summarized data from recent clinical trials of blinatumomab for B-ALL treatment.
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Affiliation(s)
- Juanjuan Zhao
- 1Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Yongping Song
- 1Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Delong Liu
- 1Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China.,2Department of Medicine, New York Medical College and Westchester Medical Center, Valhalla, NY 10595 USA
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24
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Sánchez R, Ayala R, Martínez-López J. Minimal Residual Disease Monitoring with Next-Generation Sequencing Methodologies in Hematological Malignancies. Int J Mol Sci 2019; 20:ijms20112832. [PMID: 31185671 PMCID: PMC6600313 DOI: 10.3390/ijms20112832] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Revised: 06/05/2019] [Accepted: 06/07/2019] [Indexed: 12/15/2022] Open
Abstract
Ultra-deep next-generation sequencing has emerged in recent years as an important diagnostic tool for the detection and follow-up of tumor burden in most of the known hematopoietic malignancies. Meticulous and high-throughput methods for the lowest possible quantified disease are needed to address the deficiencies of more classical techniques. Precision-based approaches will allow us to correctly stratify each patient based on the minimal residual disease (MRD) after a treatment cycle. In this review, we consider the most prominent ways to approach next-generation sequencing methodologies to follow-up MRD in hematological neoplasms.
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Affiliation(s)
- Ricardo Sánchez
- Servicio de Hematología y Hemoterapia. Hospital Universitario 12 de Octubre, 28041 Madrid, Spain.
- Hematological Malignancies Clinical Research Unit, CNIO, 28029 Madrid, Spain.
| | - Rosa Ayala
- Servicio de Hematología y Hemoterapia. Hospital Universitario 12 de Octubre, 28041 Madrid, Spain.
- Hematological Malignancies Clinical Research Unit, CNIO, 28029 Madrid, Spain.
- Universidad Complutense de Madrid (UCM), 28040 Madrid, Spain.
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain.
| | - Joaquín Martínez-López
- Servicio de Hematología y Hemoterapia. Hospital Universitario 12 de Octubre, 28041 Madrid, Spain.
- Hematological Malignancies Clinical Research Unit, CNIO, 28029 Madrid, Spain.
- Universidad Complutense de Madrid (UCM), 28040 Madrid, Spain.
- Centro de Investigación Biomédica en Red Cáncer (CIBERONC), 28029 Madrid, Spain.
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25
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Yao Q, Bai Y, Orfao A, Chim CS. Standardized Minimal Residual Disease Detection by Next-Generation Sequencing in Multiple Myeloma. Front Oncol 2019; 9:449. [PMID: 31245284 PMCID: PMC6563351 DOI: 10.3389/fonc.2019.00449] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Accepted: 05/13/2019] [Indexed: 11/13/2022] Open
Abstract
Next-generation sequencing (NGS) has been applied to monitor minimal residual disease (MRD) in multiple myeloma (MM). Standardized DNA input and sequencing depth is essential for achieving a uniform sensitivity in NGS-based MRD study. Herein, the sensitivity of 10−5 was verified by a standardized experimental design based on triplicate measurements of 1 μg DNA input and 1 million sequencing reads using the LymphoTrack-MiSeq platform. MRD level was defined as the mean MRD burden of the triplicates. Two spike-in controls at concentrations of 0.001% tumor plasma cells (PC) for verifying the sensitivity of 10−5 and 0.01% (or 0.005%) for MRD normalization were systematically analyzed. The spike-in control of 0.001% MRD was consistently detected in all samples, confirming a sensitivity of 10−5. Moreover, this standardized NGS approach yielded MRD measurements concordant with serological response and comparable to allele-specific oligonucleotide (ASO) real-time quantitative (RQ)-PCR. Moreover, NGS showed an improved sensitivity and provided quantification of MRD for cases assigned “positive but not quantifiable” (PNQ) by ASO RQ-PCR, even without the use of patient-specific probes/primers. Issues regarding the specificity of myeloma-specific sequences as MRD target, optimal input for spike-in normalization, and interpretation of MRD from triplicates are discussed. Herein, the standardized LymphoTrack-MiSeq-based method is verified to carry a sensitivity of 10−5, hence an effective tool for MRD monitoring in MM. As only a small number of samples are tested here, further study with a larger number of patients is warranted.
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Affiliation(s)
- Qiumei Yao
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Pokfulam, Hong Kong
| | - Yinlei Bai
- Institute for Immunology and School of Medicine, Tsinghua University, Beijing, China
| | - Alberto Orfao
- Department of Medicine and Cytometry Service (Nucleus), Cancer Research Centre (IBMCC, USAL-CSIC) and CIBERONC, Institute for Biomedical Research of Salamanca (IBSAL), University of Salamanca (USAL), Salamanca, Spain
| | - Chor Sang Chim
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Pokfulam, Hong Kong
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26
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Zhao X, Liu Y, Xu L, Wang Y, Zhang X, Chen H, Chen Y, Han W, Sun Y, Yan C, Mo X, Wang Y, Fan Q, Wang X, Liu K, Huang X, Chang Y. Minimal residual disease status determined by multiparametric flow cytometry pretransplantation predicts the outcome of patients with ALL receiving unmanipulated haploidentical allografts. Am J Hematol 2019; 94:512-521. [PMID: 30680765 DOI: 10.1002/ajh.25417] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 12/28/2018] [Accepted: 01/22/2019] [Indexed: 12/11/2022]
Abstract
This study evaluated the effects of pretransplantation minimal residual disease (pre-MRD) on outcomes of patients with acute lymphoblastic leukemia (ALL) who underwent unmanipulated haploidentical stem cell transplantation (haplo-SCT). A retrospective study including 543 patients with ALL was performed. MRD was determined using multiparametric flow cytometry. Both in the entire cohort of patients and in subgroup cases with T-ALL or B-ALL, patients with positive pre-MRD had a higher incidence of relapse (CIR) than those with negative pre-MRD in MSDT settings (P < 0.01 for all). Landmark analysis at 6 months showed that MRD positivity was significantly and independently associated with inferior rates of relapse (HR, 1.908; P = 0.007), leukemia-free survival (LFS) (HR, 1.559; P = 0.038), and OS (HR, 1.545; P = 0.049). The levels of pre-MRD according to a logarithmic scale were also associated with leukemia relapse, LFS, and OS, except that cases with MRD <0.01% experienced comparable CIR and LFS to those with negative pre-MRD. A risk score for CIR was developed using the variables pre-MRD, disease status, and immunophenotype of ALL. The CIR was 14%, 26%, and 59% for subjects with scores of 0, 1, and 2-3, respectively (P < 0.001). Three-year LFS was 75%, 64%, and 42%, respectively (P < 0.001). Multivariate analysis confirmed the association of the risk score with CIR and LFS. The results indicate that positive pre-MRD, except for low level one (MRD < 0.01%), is associated with poor outcomes in patients with ALL who underwent unmanipulated haplo-SCT.
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Affiliation(s)
- Xiao‐Su Zhao
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
- Peking‐Tsinghua Center for Life Sciences Beijing China
| | - Yan‐Rong Liu
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Lan‐Ping Xu
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Yu Wang
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
- Peking‐Tsinghua Center for Life Sciences Beijing China
| | - Xiao‐Hui Zhang
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
- Peking‐Tsinghua Center for Life Sciences Beijing China
| | - Huan Chen
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Yu‐Hong Chen
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Wei Han
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Yu‐Qian Sun
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Chen‐Hua Yan
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Xiao‐Dong Mo
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Ya‐Zhe Wang
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Qiao‐Zhen Fan
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Xin‐Yu Wang
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Kai‐Yan Liu
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
| | - Xiao‐Jun Huang
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
- Collaborative Innovation Center of HematologyPeking University Beijing China
| | - Ying‐Jun Chang
- Peking University People's Hospital & Peking University Institute of Hematology, Beijing Key Laboratory of Hematopoietic Stem Cell TransplantationPeking University People's Hospital & Peking University Institute of Hematology Beijing China
- Collaborative Innovation Center of HematologyPeking University Beijing China
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27
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Aujla A, Aujla R, Liu D. Inotuzumab ozogamicin in clinical development for acute lymphoblastic leukemia and non-Hodgkin lymphoma. Biomark Res 2019; 7:9. [PMID: 31011424 PMCID: PMC6458768 DOI: 10.1186/s40364-019-0160-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 03/27/2019] [Indexed: 12/26/2022] Open
Abstract
B cell acute lymphoblastic leukemia (ALL) and non-Hodgkin lymphoma (NHL) frequently express CD19, CD20 and CD22 on the cell surfaces. Immunotherapeutic agents including antibodies and chimeric antigen receptor T cells are widely studied in clinical trials. Several antibody-drug conjugates (ADC) have been approved for clinical use (gemtuzumab ozogamicin in acute myeloid leukemia and brentuximab vedotin in Hodgkin lymphoma as well as CD30+ anaplastic large cell lymphoma). Inotuzumab ozogamicin (INO), a CD22 antibody conjugated with calicheamicin is one of the newest ADCs. INO has been approved for treatment of relapsed /refractory B cell precursor ALL. Multiple ongoing trials are evaluating its role in the relapsed /refractory B cell NHL. This review summarized recent development in INO applications for ALL and NHL.
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Affiliation(s)
- Amandeep Aujla
- 1Department of Medicine, New York Medical College and Westchester Medical Center, Valhalla, NY 10595 USA
| | - Ravijot Aujla
- 2Punjab Institute of Medical Sciences, Jalandhar, Punjab 144006 India
| | - Delong Liu
- 1Department of Medicine, New York Medical College and Westchester Medical Center, Valhalla, NY 10595 USA.,3Department of Oncology, The First affiliated hospital of Zhengzhou University, Zhengzhou, China
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28
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Liu D, Zhao J, Song Y, Luo X, Yang T. Clinical trial update on bispecific antibodies, antibody-drug conjugates, and antibody-containing regimens for acute lymphoblastic leukemia. J Hematol Oncol 2019; 12:15. [PMID: 30736842 PMCID: PMC6368716 DOI: 10.1186/s13045-019-0703-z] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Accepted: 02/01/2019] [Indexed: 02/07/2023] Open
Abstract
The relapse rate remains high after chemotherapy for adult patients with acute lymphoblastic leukemia (ALL). With better molecular diagnosis and classification as well as better assessment for minimal residual disease, major progress in the treatment for refractory and/or relapsed ALL is being made. In addition to the tyrosine kinase inhibitors (TKIs) for Philadelphia chromosome-positive ALL, immunotherapeutic agents, blinatumomab, inotuzumab ozogamicin (INO), and chimeric antigen receptor (CAR) T cells, are changing the treatment paradigm for ALL. Blinatumomab and INO are being incorporated into induction chemotherapy regimens and combined with TKIs for ALL therapy. A novel low-intensity regimen, miniHCVD-INO-blinatumomab, appears to be less toxic and more effective than conventional intensive chemotherapy regimens. This review summarized new therapeutic researches of ALL and updated latest progress in clinical trials on bispecific antibodies, antibody-drug conjugates, and new regimens incorporating these novel antibodies.
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Affiliation(s)
- Delong Liu
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052 China
| | - Juanjuan Zhao
- Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Yongping Song
- Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Xiaofeng Luo
- Department of Hematology, Fujian Institute of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, 350001 Fujian China
| | - Ting Yang
- Department of Hematology, Fujian Institute of Hematology, Fujian Provincial Key Laboratory of Hematology, Fujian Medical University Union Hospital, Fuzhou, 350001 Fujian China
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29
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A clinical perspective on immunoglobulin heavy chain clonal heterogeneity in B cell acute lymphoblastic leukemia. Leuk Res 2018; 75:15-22. [DOI: 10.1016/j.leukres.2018.10.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 10/30/2018] [Accepted: 10/31/2018] [Indexed: 12/15/2022]
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